Challenge 4

challenge_4

abc_poll

More data wrangling: pivoting

Author

Nanci Kopecky

Published

August 18, 2022

Code

library(tidyverse)

knitr::opts_chunk$set(echo = TRUE, warning=FALSE, message=FALSE)

Challenge Overview

Today’s challenge is to:

read in a data set, and describe the data set using both words and any supporting information (e.g., tables, etc)
tidy data (as needed, including sanity checks)
identify variables that need to be mutated
mutate variables and sanity check all mutations

Read in data

Read in one (or more) of the following datasets, using the correct R package and command.

abc_poll.csv ⭐
poultry_tidy.xlsx or organiceggpoultry.xls⭐⭐
FedFundsRate.csv⭐⭐⭐
hotel_bookings.csv⭐⭐⭐⭐
debt_in_trillions.xlsx ⭐⭐⭐⭐⭐

Code

library(readr)
abc_poll_2021<-read.csv(file = "_data/abc_poll_2021.csv",
                header=TRUE,
                sep = ","
                )
head(abc_poll_2021)

       id xspanish complete_status ppage
1 7230001  English       qualified    68
2 7230002  English       qualified    85
3 7230003  English       qualified    69
4 7230004  English       qualified    74
5 7230005  English       qualified    77
6 7230006  English       qualified    70
                                                           ppeduc5
1 High school graduate (high school diploma or the equivalent GED)
2                                             Bachelor\x92s degree
3 High school graduate (high school diploma or the equivalent GED)
4                                             Bachelor\x92s degree
5 High school graduate (high school diploma or the equivalent GED)
6                                             Bachelor\x92s degree
                    ppeducat ppgender              ppethm pphhsize
1                High school   Female White, Non-Hispanic        2
2 Bachelors degree or higher     Male White, Non-Hispanic        2
3                High school     Male White, Non-Hispanic        2
4 Bachelors degree or higher   Female White, Non-Hispanic        1
5                High school     Male White, Non-Hispanic        3
6 Bachelors degree or higher     Male White, Non-Hispanic        2
                ppinc7    ppmarit5   ppmsacat    ppreg4
1   $25,000 to $49,999 Now Married Metro area     South
2     $150,000 or more Now Married Metro area     South
3 $100,000 to $149,999 Now Married Metro area     South
4   $25,000 to $49,999    Divorced Metro area NorthEast
5   $10,000 to $24,999 Now Married Metro area   MidWest
6   $75,000 to $99,999 Now Married Metro area   MidWest
                                                     pprent     ppstaten
1 Owned or being bought by you or someone in your household      Florida
2 Owned or being bought by you or someone in your household     Kentucky
3 Owned or being bought by you or someone in your household      Florida
4 Owned or being bought by you or someone in your household Pennsylvania
5 Owned or being bought by you or someone in your household     Michigan
6 Owned or being bought by you or someone in your household     Missouri
                               PPWORKA          ppemploy       Q1_a       Q1_b
1                              Retired       Not working    Approve    Approve
2                              Retired       Not working    Approve    Approve
3                              Retired       Not working Disapprove Disapprove
4                              Retired       Not working    Approve    Approve
5                              Retired       Not working    Approve    Approve
6 Employed part-time (by someone else) Working part-time    Approve    Approve
        Q1_c       Q1_d       Q1_e       Q1_f                 Q2  Q3        Q4
1 Disapprove    Approve    Approve Disapprove   Not so concerned Yes      Good
2    Approve    Approve    Approve    Approve Somewhat concerned Yes      Good
3 Disapprove Disapprove Disapprove    Approve     Very concerned Yes      Poor
4    Approve    Approve    Approve    Approve Somewhat concerned Yes Excellent
5    Approve    Approve    Approve    Approve Somewhat concerned Yes Excellent
6    Approve    Approve Disapprove    Approve   Not so concerned Yes Excellent
           Q5           QPID ABCAGE                                Contact
1  Optimistic     A Democrat    65+ No, I am not willing to be interviewed
2  Optimistic An Independent    65+ No, I am not willing to be interviewed
3 Pessimistic Something else    65+ No, I am not willing to be interviewed
4 Pessimistic An Independent    65+    Yes, I am willing to be interviewed
5  Optimistic     A Democrat    65+ No, I am not willing to be interviewed
6  Optimistic     A Democrat    65+ No, I am not willing to be interviewed
  weights_pid
1      0.6382
2      0.5493
3      0.8488
4      0.8126
5      0.4994
6      0.4043

Code

view(abc_poll_2021)
ncol(abc_poll_2021)

[1] 31

Code

nrow(abc_poll_2021)

[1] 527

Briefly describe the data

Tidy Data (as needed)

Is your data already tidy, or is there work to be done? Be sure to anticipate your end result to provide a sanity check, and document your work here.

Code

as_tibble(abc_poll_2021)

# A tibble: 527 × 31
        id xspanish comple…¹ ppage ppeduc5 ppedu…² ppgen…³ ppethm pphhs…⁴ ppinc7
     <int> <chr>    <chr>    <int> <chr>   <chr>   <chr>   <chr>  <chr>   <chr> 
 1 7230001 English  qualifi…    68 "High … High s… Female  White… 2       $25,0…
 2 7230002 English  qualifi…    85 "Bache… Bachel… Male    White… 2       $150,…
 3 7230003 English  qualifi…    69 "High … High s… Male    White… 2       $100,…
 4 7230004 English  qualifi…    74 "Bache… Bachel… Female  White… 1       $25,0…
 5 7230005 English  qualifi…    77 "High … High s… Male    White… 3       $10,0…
 6 7230006 English  qualifi…    70 "Bache… Bachel… Male    White… 2       $75,0…
 7 7230007 English  qualifi…    26 "Maste… Bachel… Male    Other… 3       $150,…
 8 7230008 English  qualifi…    76 "Bache… Bachel… Male    Black… 2       $50,0…
 9 7230009 English  qualifi…    78 "Bache… Bachel… Female  White… 2       $150,…
10 7230010 English  qualifi…    47 "Maste… Bachel… Male    Other… 4       $150,…
# … with 517 more rows, 21 more variables: ppmarit5 <chr>, ppmsacat <chr>,
#   ppreg4 <chr>, pprent <chr>, ppstaten <chr>, PPWORKA <chr>, ppemploy <chr>,
#   Q1_a <chr>, Q1_b <chr>, Q1_c <chr>, Q1_d <chr>, Q1_e <chr>, Q1_f <chr>,
#   Q2 <chr>, Q3 <chr>, Q4 <chr>, Q5 <chr>, QPID <chr>, ABCAGE <chr>,
#   Contact <chr>, weights_pid <dbl>, and abbreviated variable names
#   ¹complete_status, ²ppeducat, ³ppgender, ⁴pphhsize

###Tidy Data

The only thing that I noticed to change was that pphhsize was a character instead of a numerical variable. The value “6 or more” was changed to “6” and the column was changed to numerical. It is stacked data with each row representing an observation and a variable in each column. There appears to be no missing values.

Code

df<-as.data.frame.matrix(abc_poll_2021)
df$pphhsize[df$pphhsize == '6 or more'] <- '6'
df

         id xspanish complete_status ppage
1   7230001  English       qualified    68
2   7230002  English       qualified    85
3   7230003  English       qualified    69
4   7230004  English       qualified    74
5   7230005  English       qualified    77
6   7230006  English       qualified    70
7   7230007  English       qualified    26
8   7230008  English       qualified    76
9   7230009  English       qualified    78
10  7230010  English       qualified    47
11  7230011  English       qualified    58
12  7230012  English       qualified    50
13  7230013  English       qualified    84
14  7230014  English       qualified    61
15  7230015  English       qualified    77
16  7230016  English       qualified    55
17  7230017  English       qualified    64
18  7230018  English       qualified    48
19  7230019  English       qualified    78
20  7230020  English       qualified    72
21  7230021  English       qualified    55
22  7230022  English       qualified    44
23  7230023  English       qualified    61
24  7230024  English       qualified    73
25  7230025  English       qualified    66
26  7230026  English       qualified    42
27  7230027  English       qualified    47
28  7230028  English       qualified    65
29  7230029  English       qualified    74
30  7230030  English       qualified    84
31  7230031  English       qualified    59
32  7230032  English       qualified    66
33  7230033  English       qualified    76
34  7230034  English       qualified    44
35  7230035  English       qualified    32
36  7230036  English       qualified    55
37  7230037  English       qualified    53
38  7230038  English       qualified    44
39  7230039  English       qualified    37
40  7230040  English       qualified    67
41  7230041  English       qualified    31
42  7230042  English       qualified    58
43  7230043  English       qualified    60
44  7230044  English       qualified    69
45  7230045  English       qualified    52
46  7230046  English       qualified    52
47  7230047  English       qualified    72
48  7230048  English       qualified    80
49  7230049  English       qualified    69
50  7230050  English       qualified    76
51  7230051  English       qualified    75
52  7230052  English       qualified    74
53  7230053  English       qualified    64
54  7230054  English       qualified    74
55  7230055  English       qualified    74
56  7230056  English       qualified    27
57  7230057  English       qualified    56
58  7230058  English       qualified    64
59  7230059  English       qualified    70
60  7230060  English       qualified    62
61  7230061  English       qualified    43
62  7230062  English       qualified    67
63  7230063  English       qualified    65
64  7230064  English       qualified    71
65  7230065  English       qualified    74
66  7230066  English       qualified    69
67  7230067  English       qualified    63
68  7230068  English       qualified    81
69  7230069  English       qualified    82
70  7230070  English       qualified    69
71  7230071  English       qualified    73
72  7230072  English       qualified    74
73  7230073  English       qualified    56
74  7230074  English       qualified    68
75  7230075  English       qualified    59
76  7230076  English       qualified    84
77  7230077  English       qualified    83
78  7230078  English       qualified    68
79  7230079  English       qualified    58
80  7230080  English       qualified    26
81  7230081  English       qualified    57
82  7230082  English       qualified    52
83  7230083  English       qualified    80
84  7230084  English       qualified    50
85  7230085  English       qualified    58
86  7230086  English       qualified    74
87  7230087  English       qualified    56
88  7230088  English       qualified    70
89  7230089  English       qualified    44
90  7230090  English       qualified    50
91  7230091  English       qualified    63
92  7230092  English       qualified    78
93  7230093  English       qualified    55
94  7230094  English       qualified    66
95  7230095  English       qualified    70
96  7230096  English       qualified    65
97  7230097  English       qualified    76
98  7230098  English       qualified    42
99  7230099  English       qualified    58
100 7230100  English       qualified    66
101 7230101  English       qualified    54
102 7230102  English       qualified    43
103 7230103  English       qualified    61
104 7230104  English       qualified    82
105 7230105  English       qualified    70
106 7230106  English       qualified    88
107 7230107  English       qualified    68
108 7230108  English       qualified    40
109 7230109  English       qualified    53
110 7230110  English       qualified    61
111 7230111  English       qualified    51
112 7230112  English       qualified    58
113 7230113  English       qualified    73
114 7230114  English       qualified    60
115 7230115  English       qualified    70
116 7230116  English       qualified    72
117 7230117  English       qualified    78
118 7230118  English       qualified    40
119 7230119  English       qualified    37
120 7230120  English       qualified    43
121 7230121  English       qualified    31
122 7230122  Spanish       qualified    37
123 7230123  English       qualified    76
124 7230124  English       qualified    58
125 7230125  English       qualified    45
126 7230126  English       qualified    51
127 7230127  English       qualified    49
128 7230128  English       qualified    80
129 7230129  English       qualified    74
130 7230130  English       qualified    29
131 7230131  English       qualified    76
132 7230132  English       qualified    55
133 7230133  English       qualified    57
134 7230134  English       qualified    51
135 7230135  English       qualified    91
136 7230136  English       qualified    67
137 7230137  English       qualified    24
138 7230138  English       qualified    62
139 7230139  English       qualified    31
140 7230140  English       qualified    59
141 7230141  English       qualified    31
142 7230142  English       qualified    44
143 7230143  English       qualified    56
144 7230144  English       qualified    52
145 7230145  English       qualified    37
146 7230146  English       qualified    66
147 7230147  English       qualified    62
148 7230148  English       qualified    74
149 7230149  English       qualified    52
150 7230150  English       qualified    29
151 7230151  English       qualified    36
152 7230152  English       qualified    71
153 7230153  English       qualified    70
154 7230154  English       qualified    35
155 7230155  English       qualified    53
156 7230156  English       qualified    34
157 7230157  English       qualified    32
158 7230158  English       qualified    65
159 7230159  English       qualified    40
160 7230160  English       qualified    32
161 7230161  English       qualified    36
162 7230162  English       qualified    58
163 7230163  English       qualified    23
164 7230164  English       qualified    33
165 7230165  English       qualified    57
166 7230166  English       qualified    70
167 7230167  English       qualified    48
168 7230168  English       qualified    84
169 7230169  English       qualified    54
170 7230170  English       qualified    41
171 7230171  English       qualified    46
172 7230172  English       qualified    68
173 7230173  English       qualified    59
174 7230174  English       qualified    58
175 7230175  English       qualified    54
176 7230176  English       qualified    60
177 7230177  English       qualified    59
178 7230178  English       qualified    39
179 7230179  English       qualified    66
180 7230180  English       qualified    36
181 7230181  English       qualified    21
182 7230182  English       qualified    82
183 7230183  English       qualified    60
184 7230184  English       qualified    42
185 7230185  English       qualified    40
186 7230186  English       qualified    76
187 7230187  English       qualified    60
188 7230188  English       qualified    67
189 7230189  English       qualified    65
190 7230190  English       qualified    63
191 7230191  English       qualified    52
192 7230192  English       qualified    55
193 7230193  English       qualified    61
194 7230194  English       qualified    79
195 7230195  English       qualified    46
196 7230196  English       qualified    54
197 7230197  English       qualified    55
198 7230198  English       qualified    72
199 7230199  English       qualified    77
200 7230200  English       qualified    32
201 7230201  English       qualified    75
202 7230202  English       qualified    63
203 7230203  English       qualified    33
204 7230204  English       qualified    81
205 7230205  English       qualified    56
206 7230206  English       qualified    41
207 7230207  English       qualified    30
208 7230208  English       qualified    25
209 7230209  English       qualified    65
210 7230210  English       qualified    40
211 7230211  English       qualified    59
212 7230212  English       qualified    54
213 7230213  English       qualified    50
214 7230214  English       qualified    45
215 7230215  English       qualified    65
216 7230216  English       qualified    29
217 7230217  English       qualified    63
218 7230218  English       qualified    88
219 7230219  English       qualified    35
220 7230220  English       qualified    72
221 7230221  English       qualified    43
222 7230222  English       qualified    46
223 7230223  English       qualified    45
224 7230224  English       qualified    25
225 7230225  English       qualified    84
226 7230226  English       qualified    81
227 7230227  English       qualified    46
228 7230228  English       qualified    19
229 7230229  English       qualified    50
230 7230230  English       qualified    68
231 7230231  English       qualified    73
232 7230232  English       qualified    74
233 7230233  English       qualified    54
234 7230234  English       qualified    87
235 7230235  Spanish       qualified    50
236 7230236  English       qualified    27
237 7230237  English       qualified    67
238 7230238  English       qualified    65
239 7230239  English       qualified    54
240 7230240  English       qualified    40
241 7230241  English       qualified    44
242 7230242  English       qualified    58
243 7230243  English       qualified    39
244 7230244  English       qualified    20
245 7230245  English       qualified    40
246 7230246  English       qualified    68
247 7230247  English       qualified    54
248 7230248  English       qualified    61
249 7230249  English       qualified    62
250 7230250  English       qualified    73
251 7230251  English       qualified    68
252 7230252  English       qualified    56
253 7230253  English       qualified    74
254 7230254  English       qualified    31
255 7230255  English       qualified    42
256 7230256  English       qualified    76
257 7230257  English       qualified    85
258 7230258  English       qualified    67
259 7230259  English       qualified    81
260 7230260  English       qualified    58
261 7230261  English       qualified    40
262 7230262  English       qualified    46
263 7230263  English       qualified    41
264 7230264  English       qualified    61
265 7230265  English       qualified    40
266 7230266  English       qualified    33
267 7230267  English       qualified    66
268 7230268  English       qualified    41
269 7230269  Spanish       qualified    40
270 7230270  English       qualified    60
271 7230271  English       qualified    58
272 7230272  English       qualified    29
273 7230273  Spanish       qualified    46
274 7230274  English       qualified    74
275 7230275  English       qualified    51
276 7230276  English       qualified    74
277 7230277  English       qualified    52
278 7230278  English       qualified    52
279 7230279  English       qualified    67
280 7230280  English       qualified    41
281 7230281  English       qualified    76
282 7230282  English       qualified    48
283 7230283  English       qualified    59
284 7230284  English       qualified    41
285 7230285  English       qualified    42
286 7230286  English       qualified    64
287 7230287  English       qualified    51
288 7230288  English       qualified    24
289 7230289  Spanish       qualified    55
290 7230290  English       qualified    24
291 7230291  English       qualified    75
292 7230292  English       qualified    72
293 7230293  English       qualified    60
294 7230294  English       qualified    70
295 7230295  English       qualified    50
296 7230296  English       qualified    22
297 7230297  English       qualified    70
298 7230298  English       qualified    29
299 7230299  English       qualified    48
300 7230300  English       qualified    51
301 7230301  English       qualified    40
302 7230302  English       qualified    66
303 7230303  English       qualified    67
304 7230304  English       qualified    47
305 7230305  English       qualified    67
306 7230306  English       qualified    58
307 7230307  English       qualified    28
308 7230308  English       qualified    71
309 7230309  English       qualified    60
310 7230310  English       qualified    56
311 7230311  English       qualified    21
312 7230312  English       qualified    47
313 7230313  English       qualified    50
314 7230314  English       qualified    70
315 7230315  English       qualified    42
316 7230316  English       qualified    71
317 7230317  English       qualified    49
318 7230318  English       qualified    43
319 7230319  English       qualified    41
320 7230320  English       qualified    57
321 7230321  English       qualified    61
322 7230322  English       qualified    70
323 7230323  English       qualified    70
324 7230324  English       qualified    67
325 7230325  English       qualified    27
326 7230326  English       qualified    89
327 7230327  English       qualified    34
328 7230328  English       qualified    32
329 7230329  English       qualified    24
330 7230330  English       qualified    73
331 7230331  English       qualified    32
332 7230332  English       qualified    63
333 7230333  English       qualified    70
334 7230334  English       qualified    40
335 7230335  English       qualified    53
336 7230336  English       qualified    29
337 7230337  English       qualified    38
338 7230338  Spanish       qualified    53
339 7230339  English       qualified    59
340 7230340  English       qualified    59
341 7230341  English       qualified    55
342 7230342  English       qualified    71
343 7230343  English       qualified    47
344 7230344  English       qualified    49
345 7230345  English       qualified    83
346 7230346  English       qualified    29
347 7230347  English       qualified    27
348 7230348  English       qualified    47
349 7230349  English       qualified    24
350 7230350  English       qualified    64
351 7230351  English       qualified    56
352 7230352  English       qualified    74
353 7230353  English       qualified    54
354 7230354  English       qualified    31
355 7230355  Spanish       qualified    52
356 7230356  English       qualified    81
357 7230357  English       qualified    21
358 7230358  English       qualified    20
359 7230359  English       qualified    63
360 7230360  English       qualified    33
361 7230361  English       qualified    28
362 7230362  English       qualified    31
363 7230363  English       qualified    70
364 7230364  English       qualified    53
365 7230365  English       qualified    69
366 7230366  English       qualified    30
367 7230367  English       qualified    43
368 7230368  English       qualified    55
369 7230369  English       qualified    36
370 7230370  English       qualified    46
371 7230371  English       qualified    34
372 7230372  English       qualified    21
373 7230373  English       qualified    24
374 7230374  English       qualified    29
375 7230375  English       qualified    24
376 7230376  English       qualified    27
377 7230377  English       qualified    26
378 7230378  English       qualified    27
379 7230379  English       qualified    23
380 7230380  English       qualified    59
381 7230381  English       qualified    24
382 7230382  English       qualified    28
383 7230383  English       qualified    88
384 7230384  English       qualified    23
385 7230385  English       qualified    43
386 7230386  English       qualified    74
387 7230387  English       qualified    38
388 7230388  English       qualified    53
389 7230389  English       qualified    28
390 7230390  English       qualified    30
391 7230391  English       qualified    18
392 7230392  English       qualified    61
393 7230393  English       qualified    59
394 7230394  English       qualified    59
395 7230395  English       qualified    26
396 7230396  English       qualified    50
397 7230397  English       qualified    57
398 7230398  English       qualified    34
399 7230399  English       qualified    26
400 7230400  Spanish       qualified    32
401 7230401  English       qualified    27
402 7230402  English       qualified    22
403 7230403  English       qualified    69
404 7230404  English       qualified    69
405 7230405  English       qualified    71
406 7230406  English       qualified    37
407 7230407  English       qualified    62
408 7230408  English       qualified    30
409 7230409  English       qualified    23
410 7230410  English       qualified    36
411 7230411  English       qualified    39
412 7230412  English       qualified    44
413 7230413  English       qualified    66
414 7230414  English       qualified    56
415 7230415  English       qualified    53
416 7230416  English       qualified    60
417 7230417  English       qualified    34
418 7230418  English       qualified    42
419 7230419  English       qualified    47
420 7230420  English       qualified    66
421 7230421  English       qualified    34
422 7230422  English       qualified    64
423 7230423  English       qualified    44
424 7230424  English       qualified    58
425 7230425  English       qualified    46
426 7230426  English       qualified    33
427 7230427  English       qualified    74
428 7230428  English       qualified    35
429 7230429  English       qualified    39
430 7230430  English       qualified    75
431 7230431  English       qualified    18
432 7230432  English       qualified    31
433 7230433  English       qualified    39
434 7230434  English       qualified    57
435 7230435  English       qualified    43
436 7230436  English       qualified    39
437 7230437  English       qualified    20
438 7230438  English       qualified    65
439 7230439  English       qualified    59
440 7230440  English       qualified    30
441 7230441  English       qualified    57
442 7230442  English       qualified    82
443 7230443  English       qualified    26
444 7230444  English       qualified    32
445 7230445  English       qualified    60
446 7230446  English       qualified    55
447 7230447  English       qualified    65
448 7230448  English       qualified    74
449 7230449  Spanish       qualified    37
450 7230450  English       qualified    46
451 7230451  English       qualified    59
452 7230452  English       qualified    41
453 7230453  English       qualified    47
454 7230454  English       qualified    56
455 7230455  English       qualified    46
456 7230456  English       qualified    73
457 7230457  English       qualified    58
458 7230458  English       qualified    32
459 7230459  English       qualified    69
460 7230460  English       qualified    29
461 7230461  English       qualified    57
462 7230462  English       qualified    40
463 7230463  English       qualified    61
464 7230464  English       qualified    66
465 7230465  English       qualified    73
466 7230466  English       qualified    20
467 7230467  English       qualified    47
468 7230468  English       qualified    26
469 7230469  English       qualified    66
470 7230470  English       qualified    83
471 7230471  English       qualified    60
472 7230472  English       qualified    66
473 7230473  English       qualified    62
474 7230474  English       qualified    52
475 7230475  English       qualified    42
476 7230476  English       qualified    56
477 7230477  English       qualified    27
478 7230478  English       qualified    67
479 7230479  English       qualified    64
480 7230480  English       qualified    57
481 7230481  English       qualified    44
482 7230482  Spanish       qualified    55
483 7230483  English       qualified    53
484 7230484  English       qualified    36
485 7230485  English       qualified    70
486 7230486  Spanish       qualified    45
487 7230487  English       qualified    54
488 7230488  English       qualified    79
489 7230489  English       qualified    34
490 7230490  English       qualified    44
491 7230491  Spanish       qualified    39
492 7230492  English       qualified    54
493 7230493  English       qualified    44
494 7230494  English       qualified    30
495 7230495  English       qualified    63
496 7230496  English       qualified    65
497 7230497  English       qualified    59
498 7230498  English       qualified    49
499 7230499  English       qualified    68
500 7230500  English       qualified    41
501 7230501  English       qualified    28
502 7230502  English       qualified    49
503 7230503  English       qualified    39
504 7230504  English       qualified    29
505 7230505  English       qualified    36
506 7230506  English       qualified    49
507 7230507  English       qualified    68
508 7230508  English       qualified    41
509 7230509  English       qualified    44
510 7230510  English       qualified    73
511 7230511  English       qualified    56
512 7230512  English       qualified    55
513 7230513  English       qualified    68
514 7230514  English       qualified    30
515 7230515  English       qualified    59
516 7230516  English       qualified    62
517 7230517  English       qualified    68
518 7230518  Spanish       qualified    53
519 7230519  English       qualified    70
520 7230520  English       qualified    42
521 7230521  English       qualified    28
522 7230522  English       qualified    32
523 7230523  English       qualified    24
524 7230524  English       qualified    58
525 7230525  English       qualified    64
526 7230526  English       qualified    21
527 7230527  English       qualified    56
                                                             ppeduc5
1   High school graduate (high school diploma or the equivalent GED)
2                                               Bachelor\x92s degree
3   High school graduate (high school diploma or the equivalent GED)
4                                               Bachelor\x92s degree
5   High school graduate (high school diploma or the equivalent GED)
6                                               Bachelor\x92s degree
7                                        Master\x92s degree or above
8                                               Bachelor\x92s degree
9                                               Bachelor\x92s degree
10                                       Master\x92s degree or above
11  High school graduate (high school diploma or the equivalent GED)
12                                       Master\x92s degree or above
13                                       Master\x92s degree or above
14  High school graduate (high school diploma or the equivalent GED)
15  High school graduate (high school diploma or the equivalent GED)
16  High school graduate (high school diploma or the equivalent GED)
17                                  Some college or Associate degree
18                                  Some college or Associate degree
19  High school graduate (high school diploma or the equivalent GED)
20  High school graduate (high school diploma or the equivalent GED)
21                                       Master\x92s degree or above
22                                       Master\x92s degree or above
23                                  Some college or Associate degree
24                                  Some college or Associate degree
25  High school graduate (high school diploma or the equivalent GED)
26                                              Bachelor\x92s degree
27                                       Master\x92s degree or above
28                                       Master\x92s degree or above
29                                       Master\x92s degree or above
30  High school graduate (high school diploma or the equivalent GED)
31                                              Bachelor\x92s degree
32                                              Bachelor\x92s degree
33                                  Some college or Associate degree
34                                       Master\x92s degree or above
35                                              Bachelor\x92s degree
36                                              Bachelor\x92s degree
37  High school graduate (high school diploma or the equivalent GED)
38                                              Bachelor\x92s degree
39                                  Some college or Associate degree
40  High school graduate (high school diploma or the equivalent GED)
41                                  Some college or Associate degree
42                                       Master\x92s degree or above
43                                  Some college or Associate degree
44                                              Bachelor\x92s degree
45                                  Some college or Associate degree
46                                              Bachelor\x92s degree
47                                       Master\x92s degree or above
48                                       Master\x92s degree or above
49                                  Some college or Associate degree
50  High school graduate (high school diploma or the equivalent GED)
51                                              Bachelor\x92s degree
52  High school graduate (high school diploma or the equivalent GED)
53                                  Some college or Associate degree
54                                              Bachelor\x92s degree
55  High school graduate (high school diploma or the equivalent GED)
56                                  Some college or Associate degree
57                                       Master\x92s degree or above
58  High school graduate (high school diploma or the equivalent GED)
59  High school graduate (high school diploma or the equivalent GED)
60                                       Master\x92s degree or above
61                                  Some college or Associate degree
62                                  Some college or Associate degree
63                                  Some college or Associate degree
64  High school graduate (high school diploma or the equivalent GED)
65                                  Some college or Associate degree
66                                  Some college or Associate degree
67                                       Master\x92s degree or above
68                                  Some college or Associate degree
69  High school graduate (high school diploma or the equivalent GED)
70                                  Some college or Associate degree
71                                  Some college or Associate degree
72  High school graduate (high school diploma or the equivalent GED)
73                                              Bachelor\x92s degree
74  High school graduate (high school diploma or the equivalent GED)
75  High school graduate (high school diploma or the equivalent GED)
76  High school graduate (high school diploma or the equivalent GED)
77  High school graduate (high school diploma or the equivalent GED)
78                                  Some college or Associate degree
79                                  Some college or Associate degree
80                                              Bachelor\x92s degree
81                                  Some college or Associate degree
82                                  Some college or Associate degree
83  High school graduate (high school diploma or the equivalent GED)
84                                       Master\x92s degree or above
85  High school graduate (high school diploma or the equivalent GED)
86                                     No high school diploma or GED
87                                              Bachelor\x92s degree
88                                       Master\x92s degree or above
89                                              Bachelor\x92s degree
90                                              Bachelor\x92s degree
91                                       Master\x92s degree or above
92                                  Some college or Associate degree
93                                       Master\x92s degree or above
94  High school graduate (high school diploma or the equivalent GED)
95                                  Some college or Associate degree
96                                              Bachelor\x92s degree
97                                              Bachelor\x92s degree
98                                       Master\x92s degree or above
99                                  Some college or Associate degree
100                                    No high school diploma or GED
101 High school graduate (high school diploma or the equivalent GED)
102                                    No high school diploma or GED
103                                 Some college or Associate degree
104                                 Some college or Associate degree
105                                 Some college or Associate degree
106 High school graduate (high school diploma or the equivalent GED)
107                                             Bachelor\x92s degree
108                                      Master\x92s degree or above
109 High school graduate (high school diploma or the equivalent GED)
110                                      Master\x92s degree or above
111 High school graduate (high school diploma or the equivalent GED)
112 High school graduate (high school diploma or the equivalent GED)
113                                 Some college or Associate degree
114 High school graduate (high school diploma or the equivalent GED)
115                                             Bachelor\x92s degree
116                                      Master\x92s degree or above
117                                             Bachelor\x92s degree
118                                 Some college or Associate degree
119                                      Master\x92s degree or above
120                                             Bachelor\x92s degree
121                                 Some college or Associate degree
122                                    No high school diploma or GED
123 High school graduate (high school diploma or the equivalent GED)
124                                             Bachelor\x92s degree
125                                 Some college or Associate degree
126 High school graduate (high school diploma or the equivalent GED)
127 High school graduate (high school diploma or the equivalent GED)
128                                 Some college or Associate degree
129 High school graduate (high school diploma or the equivalent GED)
130                                 Some college or Associate degree
131 High school graduate (high school diploma or the equivalent GED)
132                                 Some college or Associate degree
133                                             Bachelor\x92s degree
134 High school graduate (high school diploma or the equivalent GED)
135                                             Bachelor\x92s degree
136 High school graduate (high school diploma or the equivalent GED)
137                                             Bachelor\x92s degree
138                                      Master\x92s degree or above
139                                             Bachelor\x92s degree
140                                      Master\x92s degree or above
141                                      Master\x92s degree or above
142                                      Master\x92s degree or above
143                                      Master\x92s degree or above
144 High school graduate (high school diploma or the equivalent GED)
145                                             Bachelor\x92s degree
146                                             Bachelor\x92s degree
147                                 Some college or Associate degree
148                                             Bachelor\x92s degree
149                                             Bachelor\x92s degree
150                                      Master\x92s degree or above
151                                 Some college or Associate degree
152                                 Some college or Associate degree
153 High school graduate (high school diploma or the equivalent GED)
154 High school graduate (high school diploma or the equivalent GED)
155                                 Some college or Associate degree
156 High school graduate (high school diploma or the equivalent GED)
157                                    No high school diploma or GED
158 High school graduate (high school diploma or the equivalent GED)
159                                      Master\x92s degree or above
160                                             Bachelor\x92s degree
161                                      Master\x92s degree or above
162                                 Some college or Associate degree
163                                 Some college or Associate degree
164                                      Master\x92s degree or above
165                                 Some college or Associate degree
166 High school graduate (high school diploma or the equivalent GED)
167                                 Some college or Associate degree
168                                 Some college or Associate degree
169                                      Master\x92s degree or above
170                                      Master\x92s degree or above
171                                             Bachelor\x92s degree
172                                 Some college or Associate degree
173                                 Some college or Associate degree
174                                      Master\x92s degree or above
175                                 Some college or Associate degree
176                                      Master\x92s degree or above
177                                 Some college or Associate degree
178 High school graduate (high school diploma or the equivalent GED)
179                                 Some college or Associate degree
180                                             Bachelor\x92s degree
181                                    No high school diploma or GED
182                                      Master\x92s degree or above
183 High school graduate (high school diploma or the equivalent GED)
184                                    No high school diploma or GED
185                                 Some college or Associate degree
186                                      Master\x92s degree or above
187                                 Some college or Associate degree
188 High school graduate (high school diploma or the equivalent GED)
189                                             Bachelor\x92s degree
190                                      Master\x92s degree or above
191 High school graduate (high school diploma or the equivalent GED)
192                                 Some college or Associate degree
193                                             Bachelor\x92s degree
194 High school graduate (high school diploma or the equivalent GED)
195                                 Some college or Associate degree
196                                             Bachelor\x92s degree
197                                 Some college or Associate degree
198 High school graduate (high school diploma or the equivalent GED)
199                                 Some college or Associate degree
200                                             Bachelor\x92s degree
201                                 Some college or Associate degree
202                                      Master\x92s degree or above
203                                      Master\x92s degree or above
204                                 Some college or Associate degree
205                                 Some college or Associate degree
206                                      Master\x92s degree or above
207 High school graduate (high school diploma or the equivalent GED)
208                                             Bachelor\x92s degree
209                                 Some college or Associate degree
210                                             Bachelor\x92s degree
211                                      Master\x92s degree or above
212                                    No high school diploma or GED
213 High school graduate (high school diploma or the equivalent GED)
214                                 Some college or Associate degree
215                                      Master\x92s degree or above
216 High school graduate (high school diploma or the equivalent GED)
217                                 Some college or Associate degree
218                                             Bachelor\x92s degree
219                                 Some college or Associate degree
220                                             Bachelor\x92s degree
221 High school graduate (high school diploma or the equivalent GED)
222                                      Master\x92s degree or above
223 High school graduate (high school diploma or the equivalent GED)
224                                 Some college or Associate degree
225                                             Bachelor\x92s degree
226 High school graduate (high school diploma or the equivalent GED)
227 High school graduate (high school diploma or the equivalent GED)
228                                 Some college or Associate degree
229 High school graduate (high school diploma or the equivalent GED)
230                                 Some college or Associate degree
231                                      Master\x92s degree or above
232                                 Some college or Associate degree
233                                      Master\x92s degree or above
234 High school graduate (high school diploma or the equivalent GED)
235                                    No high school diploma or GED
236                                 Some college or Associate degree
237                                 Some college or Associate degree
238                                      Master\x92s degree or above
239                                 Some college or Associate degree
240 High school graduate (high school diploma or the equivalent GED)
241                                             Bachelor\x92s degree
242                                      Master\x92s degree or above
243                                             Bachelor\x92s degree
244 High school graduate (high school diploma or the equivalent GED)
245                                      Master\x92s degree or above
246                                 Some college or Associate degree
247 High school graduate (high school diploma or the equivalent GED)
248 High school graduate (high school diploma or the equivalent GED)
249                                             Bachelor\x92s degree
250 High school graduate (high school diploma or the equivalent GED)
251                                 Some college or Associate degree
252                                 Some college or Associate degree
253                                 Some college or Associate degree
254                                             Bachelor\x92s degree
255                                             Bachelor\x92s degree
256                                      Master\x92s degree or above
257                                      Master\x92s degree or above
258                                 Some college or Associate degree
259                                 Some college or Associate degree
260 High school graduate (high school diploma or the equivalent GED)
261                                 Some college or Associate degree
262                                 Some college or Associate degree
263                                             Bachelor\x92s degree
264                                    No high school diploma or GED
265                                    No high school diploma or GED
266                                             Bachelor\x92s degree
267 High school graduate (high school diploma or the equivalent GED)
268                                 Some college or Associate degree
269 High school graduate (high school diploma or the equivalent GED)
270 High school graduate (high school diploma or the equivalent GED)
271                                 Some college or Associate degree
272                                             Bachelor\x92s degree
273                                 Some college or Associate degree
274                                 Some college or Associate degree
275 High school graduate (high school diploma or the equivalent GED)
276                                      Master\x92s degree or above
277                                 Some college or Associate degree
278                                             Bachelor\x92s degree
279                                             Bachelor\x92s degree
280                                      Master\x92s degree or above
281 High school graduate (high school diploma or the equivalent GED)
282                                      Master\x92s degree or above
283 High school graduate (high school diploma or the equivalent GED)
284                                             Bachelor\x92s degree
285                                 Some college or Associate degree
286 High school graduate (high school diploma or the equivalent GED)
287                                 Some college or Associate degree
288                                 Some college or Associate degree
289                                    No high school diploma or GED
290                                      Master\x92s degree or above
291                                             Bachelor\x92s degree
292                                 Some college or Associate degree
293                                      Master\x92s degree or above
294 High school graduate (high school diploma or the equivalent GED)
295                                    No high school diploma or GED
296                                 Some college or Associate degree
297                                 Some college or Associate degree
298                                             Bachelor\x92s degree
299 High school graduate (high school diploma or the equivalent GED)
300                                      Master\x92s degree or above
301 High school graduate (high school diploma or the equivalent GED)
302                                             Bachelor\x92s degree
303                                 Some college or Associate degree
304                                 Some college or Associate degree
305                                 Some college or Associate degree
306 High school graduate (high school diploma or the equivalent GED)
307                                    No high school diploma or GED
308                                             Bachelor\x92s degree
309 High school graduate (high school diploma or the equivalent GED)
310 High school graduate (high school diploma or the equivalent GED)
311 High school graduate (high school diploma or the equivalent GED)
312                                 Some college or Associate degree
313                                 Some college or Associate degree
314                                             Bachelor\x92s degree
315 High school graduate (high school diploma or the equivalent GED)
316 High school graduate (high school diploma or the equivalent GED)
317                                 Some college or Associate degree
318 High school graduate (high school diploma or the equivalent GED)
319                                      Master\x92s degree or above
320                                      Master\x92s degree or above
321 High school graduate (high school diploma or the equivalent GED)
322                                      Master\x92s degree or above
323                                 Some college or Associate degree
324                                      Master\x92s degree or above
325 High school graduate (high school diploma or the equivalent GED)
326                                 Some college or Associate degree
327                                 Some college or Associate degree
328                                             Bachelor\x92s degree
329                                 Some college or Associate degree
330 High school graduate (high school diploma or the equivalent GED)
331                                             Bachelor\x92s degree
332                                             Bachelor\x92s degree
333                                 Some college or Associate degree
334                                             Bachelor\x92s degree
335 High school graduate (high school diploma or the equivalent GED)
336                                             Bachelor\x92s degree
337                                      Master\x92s degree or above
338                                    No high school diploma or GED
339                                 Some college or Associate degree
340                                 Some college or Associate degree
341                                 Some college or Associate degree
342                                      Master\x92s degree or above
343 High school graduate (high school diploma or the equivalent GED)
344 High school graduate (high school diploma or the equivalent GED)
345                                 Some college or Associate degree
346                                 Some college or Associate degree
347                                 Some college or Associate degree
348                                 Some college or Associate degree
349 High school graduate (high school diploma or the equivalent GED)
350                                 Some college or Associate degree
351                                 Some college or Associate degree
352 High school graduate (high school diploma or the equivalent GED)
353                                 Some college or Associate degree
354                                             Bachelor\x92s degree
355                                    No high school diploma or GED
356                                      Master\x92s degree or above
357                                 Some college or Associate degree
358                                 Some college or Associate degree
359                                 Some college or Associate degree
360                                             Bachelor\x92s degree
361 High school graduate (high school diploma or the equivalent GED)
362                                             Bachelor\x92s degree
363 High school graduate (high school diploma or the equivalent GED)
364                                 Some college or Associate degree
365                                 Some college or Associate degree
366                                             Bachelor\x92s degree
367                                 Some college or Associate degree
368                                             Bachelor\x92s degree
369                                             Bachelor\x92s degree
370                                      Master\x92s degree or above
371                                 Some college or Associate degree
372 High school graduate (high school diploma or the equivalent GED)
373 High school graduate (high school diploma or the equivalent GED)
374                                             Bachelor\x92s degree
375 High school graduate (high school diploma or the equivalent GED)
376                                             Bachelor\x92s degree
377                                 Some college or Associate degree
378                                 Some college or Associate degree
379                                             Bachelor\x92s degree
380                                 Some college or Associate degree
381                                 Some college or Associate degree
382                                      Master\x92s degree or above
383                                    No high school diploma or GED
384 High school graduate (high school diploma or the equivalent GED)
385                                    No high school diploma or GED
386                                 Some college or Associate degree
387 High school graduate (high school diploma or the equivalent GED)
388                                 Some college or Associate degree
389 High school graduate (high school diploma or the equivalent GED)
390                                      Master\x92s degree or above
391                                    No high school diploma or GED
392                                             Bachelor\x92s degree
393 High school graduate (high school diploma or the equivalent GED)
394                                             Bachelor\x92s degree
395                                 Some college or Associate degree
396                                 Some college or Associate degree
397                                             Bachelor\x92s degree
398                                      Master\x92s degree or above
399                                             Bachelor\x92s degree
400                                      Master\x92s degree or above
401                                      Master\x92s degree or above
402                                 Some college or Associate degree
403                                 Some college or Associate degree
404 High school graduate (high school diploma or the equivalent GED)
405                                             Bachelor\x92s degree
406                                      Master\x92s degree or above
407                                             Bachelor\x92s degree
408                                             Bachelor\x92s degree
409                                    No high school diploma or GED
410                                      Master\x92s degree or above
411                                    No high school diploma or GED
412                                 Some college or Associate degree
413                                      Master\x92s degree or above
414                                      Master\x92s degree or above
415                                    No high school diploma or GED
416                                 Some college or Associate degree
417                                             Bachelor\x92s degree
418                                 Some college or Associate degree
419                                             Bachelor\x92s degree
420                                 Some college or Associate degree
421                                             Bachelor\x92s degree
422                                             Bachelor\x92s degree
423 High school graduate (high school diploma or the equivalent GED)
424                                      Master\x92s degree or above
425 High school graduate (high school diploma or the equivalent GED)
426                                      Master\x92s degree or above
427                                      Master\x92s degree or above
428                                 Some college or Associate degree
429                                 Some college or Associate degree
430                                      Master\x92s degree or above
431 High school graduate (high school diploma or the equivalent GED)
432 High school graduate (high school diploma or the equivalent GED)
433                                      Master\x92s degree or above
434                                             Bachelor\x92s degree
435                                      Master\x92s degree or above
436 High school graduate (high school diploma or the equivalent GED)
437 High school graduate (high school diploma or the equivalent GED)
438                                      Master\x92s degree or above
439                                      Master\x92s degree or above
440                                             Bachelor\x92s degree
441                                    No high school diploma or GED
442                                             Bachelor\x92s degree
443 High school graduate (high school diploma or the equivalent GED)
444 High school graduate (high school diploma or the equivalent GED)
445                                      Master\x92s degree or above
446                                 Some college or Associate degree
447 High school graduate (high school diploma or the equivalent GED)
448                                 Some college or Associate degree
449 High school graduate (high school diploma or the equivalent GED)
450                                             Bachelor\x92s degree
451                                 Some college or Associate degree
452                                      Master\x92s degree or above
453                                             Bachelor\x92s degree
454 High school graduate (high school diploma or the equivalent GED)
455                                 Some college or Associate degree
456                                             Bachelor\x92s degree
457                                 Some college or Associate degree
458                                             Bachelor\x92s degree
459                                 Some college or Associate degree
460 High school graduate (high school diploma or the equivalent GED)
461                                             Bachelor\x92s degree
462                                 Some college or Associate degree
463                                 Some college or Associate degree
464                                             Bachelor\x92s degree
465                                             Bachelor\x92s degree
466 High school graduate (high school diploma or the equivalent GED)
467                                      Master\x92s degree or above
468                                 Some college or Associate degree
469                                 Some college or Associate degree
470                                      Master\x92s degree or above
471 High school graduate (high school diploma or the equivalent GED)
472                                    No high school diploma or GED
473                                             Bachelor\x92s degree
474 High school graduate (high school diploma or the equivalent GED)
475                                    No high school diploma or GED
476                                 Some college or Associate degree
477                                 Some college or Associate degree
478                                             Bachelor\x92s degree
479                                             Bachelor\x92s degree
480                                      Master\x92s degree or above
481                                             Bachelor\x92s degree
482                                    No high school diploma or GED
483                                      Master\x92s degree or above
484                                 Some college or Associate degree
485                                      Master\x92s degree or above
486                                    No high school diploma or GED
487                                      Master\x92s degree or above
488 High school graduate (high school diploma or the equivalent GED)
489                                 Some college or Associate degree
490                                 Some college or Associate degree
491 High school graduate (high school diploma or the equivalent GED)
492                                             Bachelor\x92s degree
493                                    No high school diploma or GED
494                                 Some college or Associate degree
495 High school graduate (high school diploma or the equivalent GED)
496                                 Some college or Associate degree
497 High school graduate (high school diploma or the equivalent GED)
498                                 Some college or Associate degree
499 High school graduate (high school diploma or the equivalent GED)
500                                             Bachelor\x92s degree
501                                      Master\x92s degree or above
502                                      Master\x92s degree or above
503 High school graduate (high school diploma or the equivalent GED)
504 High school graduate (high school diploma or the equivalent GED)
505                                      Master\x92s degree or above
506                                      Master\x92s degree or above
507 High school graduate (high school diploma or the equivalent GED)
508                                 Some college or Associate degree
509                                 Some college or Associate degree
510                                      Master\x92s degree or above
511                                             Bachelor\x92s degree
512 High school graduate (high school diploma or the equivalent GED)
513                                 Some college or Associate degree
514 High school graduate (high school diploma or the equivalent GED)
515                                 Some college or Associate degree
516                                             Bachelor\x92s degree
517 High school graduate (high school diploma or the equivalent GED)
518 High school graduate (high school diploma or the equivalent GED)
519 High school graduate (high school diploma or the equivalent GED)
520                                 Some college or Associate degree
521                                 Some college or Associate degree
522                                      Master\x92s degree or above
523                                             Bachelor\x92s degree
524                                    No high school diploma or GED
525 High school graduate (high school diploma or the equivalent GED)
526 High school graduate (high school diploma or the equivalent GED)
527                                             Bachelor\x92s degree
                      ppeducat ppgender                 ppethm pphhsize
1                  High school   Female    White, Non-Hispanic        2
2   Bachelors degree or higher     Male    White, Non-Hispanic        2
3                  High school     Male    White, Non-Hispanic        2
4   Bachelors degree or higher   Female    White, Non-Hispanic        1
5                  High school     Male    White, Non-Hispanic        3
6   Bachelors degree or higher     Male    White, Non-Hispanic        2
7   Bachelors degree or higher     Male    Other, Non-Hispanic        3
8   Bachelors degree or higher     Male    Black, Non-Hispanic        2
9   Bachelors degree or higher   Female    White, Non-Hispanic        2
10  Bachelors degree or higher     Male    Other, Non-Hispanic        4
11                 High school     Male    White, Non-Hispanic        2
12  Bachelors degree or higher     Male    White, Non-Hispanic        1
13  Bachelors degree or higher     Male    White, Non-Hispanic        1
14                 High school   Female    White, Non-Hispanic        2
15                 High school   Female    White, Non-Hispanic        2
16                 High school     Male    White, Non-Hispanic        3
17                Some college     Male    White, Non-Hispanic        2
18                Some college   Female    White, Non-Hispanic        2
19                 High school   Female    White, Non-Hispanic        2
20                 High school     Male    White, Non-Hispanic        1
21  Bachelors degree or higher   Female    White, Non-Hispanic        2
22  Bachelors degree or higher     Male    White, Non-Hispanic        2
23                Some college     Male    White, Non-Hispanic        3
24                Some college     Male    White, Non-Hispanic        2
25                 High school     Male    White, Non-Hispanic        2
26  Bachelors degree or higher   Female               Hispanic        1
27  Bachelors degree or higher     Male    Other, Non-Hispanic        1
28  Bachelors degree or higher     Male    White, Non-Hispanic        2
29  Bachelors degree or higher     Male    White, Non-Hispanic        2
30                 High school     Male    White, Non-Hispanic        2
31  Bachelors degree or higher   Female    White, Non-Hispanic        3
32  Bachelors degree or higher   Female    White, Non-Hispanic        2
33                Some college   Female    White, Non-Hispanic        2
34  Bachelors degree or higher     Male    White, Non-Hispanic        5
35  Bachelors degree or higher     Male    White, Non-Hispanic        1
36  Bachelors degree or higher     Male               Hispanic        2
37                 High school     Male    White, Non-Hispanic        4
38  Bachelors degree or higher   Female    Other, Non-Hispanic        5
39                Some college     Male    White, Non-Hispanic        6
40                 High school     Male    White, Non-Hispanic        2
41                Some college   Female    White, Non-Hispanic        4
42  Bachelors degree or higher     Male    White, Non-Hispanic        1
43                Some college   Female    Black, Non-Hispanic        2
44  Bachelors degree or higher   Female    White, Non-Hispanic        2
45                Some college   Female    White, Non-Hispanic        2
46  Bachelors degree or higher   Female    White, Non-Hispanic        3
47  Bachelors degree or higher   Female    White, Non-Hispanic        2
48  Bachelors degree or higher     Male    White, Non-Hispanic        2
49                Some college     Male    White, Non-Hispanic        2
50                 High school     Male    White, Non-Hispanic        2
51  Bachelors degree or higher     Male    White, Non-Hispanic        2
52                 High school   Female    White, Non-Hispanic        2
53                Some college   Female    White, Non-Hispanic        2
54  Bachelors degree or higher     Male    White, Non-Hispanic        2
55                 High school   Female    White, Non-Hispanic        1
56                Some college     Male               Hispanic        3
57  Bachelors degree or higher     Male    Other, Non-Hispanic        4
58                 High school   Female    White, Non-Hispanic        2
59                 High school   Female    White, Non-Hispanic        2
60  Bachelors degree or higher     Male    Other, Non-Hispanic        2
61                Some college   Female    White, Non-Hispanic        2
62                Some college   Female    White, Non-Hispanic        2
63                Some college   Female    White, Non-Hispanic        4
64                 High school   Female    White, Non-Hispanic        1
65                Some college   Female    White, Non-Hispanic        1
66                Some college   Female    White, Non-Hispanic        2
67  Bachelors degree or higher   Female    White, Non-Hispanic        2
68                Some college   Female    White, Non-Hispanic        2
69                 High school     Male    Other, Non-Hispanic        5
70                Some college   Female    White, Non-Hispanic        4
71                Some college     Male    White, Non-Hispanic        2
72                 High school     Male    White, Non-Hispanic        2
73  Bachelors degree or higher     Male    White, Non-Hispanic        3
74                 High school   Female    White, Non-Hispanic        2
75                 High school   Female    White, Non-Hispanic        1
76                 High school   Female    White, Non-Hispanic        2
77                 High school     Male    White, Non-Hispanic        2
78                Some college     Male    White, Non-Hispanic        2
79                Some college   Female    White, Non-Hispanic        3
80  Bachelors degree or higher     Male    White, Non-Hispanic        3
81                Some college     Male    White, Non-Hispanic        2
82                Some college   Female    White, Non-Hispanic        5
83                 High school   Female    White, Non-Hispanic        2
84  Bachelors degree or higher     Male    White, Non-Hispanic        2
85                 High school     Male    Black, Non-Hispanic        2
86       Less than high school   Female    White, Non-Hispanic        2
87  Bachelors degree or higher   Female    Other, Non-Hispanic        3
88  Bachelors degree or higher   Female    White, Non-Hispanic        2
89  Bachelors degree or higher   Female    White, Non-Hispanic        2
90  Bachelors degree or higher   Female    White, Non-Hispanic        2
91  Bachelors degree or higher     Male               Hispanic        2
92                Some college   Female    White, Non-Hispanic        2
93  Bachelors degree or higher     Male    White, Non-Hispanic        2
94                 High school   Female    White, Non-Hispanic        2
95                Some college   Female    White, Non-Hispanic        2
96  Bachelors degree or higher     Male    White, Non-Hispanic        1
97  Bachelors degree or higher     Male    White, Non-Hispanic        2
98  Bachelors degree or higher     Male    White, Non-Hispanic        4
99                Some college   Female    White, Non-Hispanic        2
100      Less than high school   Female    White, Non-Hispanic        6
101                High school   Female    White, Non-Hispanic        4
102      Less than high school     Male    White, Non-Hispanic        2
103               Some college   Female    White, Non-Hispanic        2
104               Some college   Female    White, Non-Hispanic        1
105               Some college   Female    White, Non-Hispanic        1
106                High school   Female 2+ Races, Non-Hispanic        2
107 Bachelors degree or higher     Male    White, Non-Hispanic        1
108 Bachelors degree or higher   Female    White, Non-Hispanic        1
109                High school   Female    White, Non-Hispanic        2
110 Bachelors degree or higher     Male    White, Non-Hispanic        4
111                High school   Female    White, Non-Hispanic        3
112                High school   Female               Hispanic        3
113               Some college     Male    White, Non-Hispanic        3
114                High school     Male 2+ Races, Non-Hispanic        6
115 Bachelors degree or higher     Male    White, Non-Hispanic        2
116 Bachelors degree or higher     Male               Hispanic        2
117 Bachelors degree or higher     Male    White, Non-Hispanic        2
118               Some college     Male    White, Non-Hispanic        6
119 Bachelors degree or higher     Male               Hispanic        1
120 Bachelors degree or higher     Male    White, Non-Hispanic        4
121               Some college   Female    White, Non-Hispanic        3
122      Less than high school   Female               Hispanic        5
123                High school     Male    White, Non-Hispanic        2
124 Bachelors degree or higher     Male               Hispanic        3
125               Some college     Male    White, Non-Hispanic        3
126                High school   Female    White, Non-Hispanic        1
127                High school     Male    White, Non-Hispanic        2
128               Some college   Female    White, Non-Hispanic        3
129                High school     Male    White, Non-Hispanic        2
130               Some college   Female    White, Non-Hispanic        3
131                High school   Female    White, Non-Hispanic        2
132               Some college   Female    White, Non-Hispanic        5
133 Bachelors degree or higher     Male    White, Non-Hispanic        1
134                High school     Male    White, Non-Hispanic        2
135 Bachelors degree or higher   Female    White, Non-Hispanic        2
136                High school   Female    White, Non-Hispanic        2
137 Bachelors degree or higher   Female    White, Non-Hispanic        3
138 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        3
139 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        1
140 Bachelors degree or higher     Male    White, Non-Hispanic        2
141 Bachelors degree or higher   Female    White, Non-Hispanic        3
142 Bachelors degree or higher     Male    White, Non-Hispanic        5
143 Bachelors degree or higher     Male    Other, Non-Hispanic        2
144                High school     Male    Black, Non-Hispanic        5
145 Bachelors degree or higher     Male    White, Non-Hispanic        4
146 Bachelors degree or higher   Female    Other, Non-Hispanic        2
147               Some college     Male    Other, Non-Hispanic        1
148 Bachelors degree or higher     Male    White, Non-Hispanic        5
149 Bachelors degree or higher     Male    White, Non-Hispanic        2
150 Bachelors degree or higher     Male    Other, Non-Hispanic        1
151               Some college   Female    White, Non-Hispanic        3
152               Some college   Female    White, Non-Hispanic        2
153                High school   Female    White, Non-Hispanic        2
154                High school     Male    White, Non-Hispanic        6
155               Some college   Female    White, Non-Hispanic        3
156                High school   Female    Black, Non-Hispanic        2
157      Less than high school     Male               Hispanic        2
158                High school     Male    Black, Non-Hispanic        4
159 Bachelors degree or higher   Female    White, Non-Hispanic        1
160 Bachelors degree or higher   Female    White, Non-Hispanic        4
161 Bachelors degree or higher     Male    White, Non-Hispanic        6
162               Some college   Female    White, Non-Hispanic        1
163               Some college     Male    White, Non-Hispanic        2
164 Bachelors degree or higher   Female    White, Non-Hispanic        2
165               Some college     Male    White, Non-Hispanic        2
166                High school     Male    White, Non-Hispanic        1
167               Some college   Female    White, Non-Hispanic        4
168               Some college     Male    White, Non-Hispanic        2
169 Bachelors degree or higher   Female    White, Non-Hispanic        3
170 Bachelors degree or higher     Male    White, Non-Hispanic        6
171 Bachelors degree or higher   Female    White, Non-Hispanic        4
172               Some college     Male    White, Non-Hispanic        1
173               Some college     Male    White, Non-Hispanic        1
174 Bachelors degree or higher   Female    White, Non-Hispanic        6
175               Some college   Female    White, Non-Hispanic        2
176 Bachelors degree or higher     Male    White, Non-Hispanic        3
177               Some college   Female    White, Non-Hispanic        2
178                High school   Female               Hispanic        3
179               Some college     Male    White, Non-Hispanic        2
180 Bachelors degree or higher     Male    White, Non-Hispanic        3
181      Less than high school     Male    White, Non-Hispanic        4
182 Bachelors degree or higher     Male    White, Non-Hispanic        2
183                High school     Male    White, Non-Hispanic        1
184      Less than high school     Male               Hispanic        2
185               Some college   Female    White, Non-Hispanic        2
186 Bachelors degree or higher   Female    White, Non-Hispanic        1
187               Some college   Female    White, Non-Hispanic        3
188                High school   Female    White, Non-Hispanic        2
189 Bachelors degree or higher     Male    White, Non-Hispanic        4
190 Bachelors degree or higher   Female    White, Non-Hispanic        5
191                High school   Female    White, Non-Hispanic        1
192               Some college     Male    White, Non-Hispanic        1
193 Bachelors degree or higher     Male    Black, Non-Hispanic        4
194                High school   Female    White, Non-Hispanic        1
195               Some college     Male    White, Non-Hispanic        3
196 Bachelors degree or higher   Female    White, Non-Hispanic        2
197               Some college     Male    White, Non-Hispanic        2
198                High school     Male    White, Non-Hispanic        1
199               Some college     Male    White, Non-Hispanic        5
200 Bachelors degree or higher   Female    White, Non-Hispanic        5
201               Some college     Male    White, Non-Hispanic        2
202 Bachelors degree or higher   Female    Black, Non-Hispanic        1
203 Bachelors degree or higher   Female    White, Non-Hispanic        3
204               Some college   Female 2+ Races, Non-Hispanic        3
205               Some college   Female    White, Non-Hispanic        2
206 Bachelors degree or higher   Female    White, Non-Hispanic        4
207                High school     Male    White, Non-Hispanic        4
208 Bachelors degree or higher     Male               Hispanic        4
209               Some college     Male    White, Non-Hispanic        2
210 Bachelors degree or higher   Female    Other, Non-Hispanic        4
211 Bachelors degree or higher     Male    White, Non-Hispanic        3
212      Less than high school     Male    Black, Non-Hispanic        3
213                High school   Female    Black, Non-Hispanic        2
214               Some college   Female    White, Non-Hispanic        3
215 Bachelors degree or higher     Male    White, Non-Hispanic        3
216                High school     Male               Hispanic        5
217               Some college     Male    White, Non-Hispanic        1
218 Bachelors degree or higher   Female    White, Non-Hispanic        2
219               Some college     Male    White, Non-Hispanic        6
220 Bachelors degree or higher   Female    Other, Non-Hispanic        1
221                High school   Female    White, Non-Hispanic        2
222 Bachelors degree or higher   Female    Black, Non-Hispanic        1
223                High school     Male    White, Non-Hispanic        4
224               Some college   Female    White, Non-Hispanic        2
225 Bachelors degree or higher     Male    White, Non-Hispanic        2
226                High school     Male    White, Non-Hispanic        2
227                High school   Female    White, Non-Hispanic        2
228               Some college   Female 2+ Races, Non-Hispanic        4
229                High school   Female    White, Non-Hispanic        1
230               Some college   Female    White, Non-Hispanic        1
231 Bachelors degree or higher   Female    White, Non-Hispanic        2
232               Some college     Male    Black, Non-Hispanic        2
233 Bachelors degree or higher   Female    White, Non-Hispanic        3
234                High school   Female    White, Non-Hispanic        2
235      Less than high school     Male               Hispanic        4
236               Some college   Female    Black, Non-Hispanic        2
237               Some college     Male    White, Non-Hispanic        2
238 Bachelors degree or higher     Male    White, Non-Hispanic        2
239               Some college   Female 2+ Races, Non-Hispanic        3
240                High school   Female 2+ Races, Non-Hispanic        5
241 Bachelors degree or higher     Male    White, Non-Hispanic        4
242 Bachelors degree or higher   Female    White, Non-Hispanic        3
243 Bachelors degree or higher   Female    Other, Non-Hispanic        3
244                High school   Female    White, Non-Hispanic        4
245 Bachelors degree or higher     Male               Hispanic        2
246               Some college     Male    White, Non-Hispanic        2
247                High school   Female    Black, Non-Hispanic        4
248                High school     Male    White, Non-Hispanic        2
249 Bachelors degree or higher   Female    White, Non-Hispanic        1
250                High school   Female    White, Non-Hispanic        2
251               Some college     Male    Black, Non-Hispanic        2
252               Some college     Male               Hispanic        3
253               Some college   Female               Hispanic        3
254 Bachelors degree or higher     Male    White, Non-Hispanic        4
255 Bachelors degree or higher     Male    White, Non-Hispanic        4
256 Bachelors degree or higher     Male    White, Non-Hispanic        2
257 Bachelors degree or higher     Male    White, Non-Hispanic        1
258               Some college   Female    White, Non-Hispanic        2
259               Some college     Male    White, Non-Hispanic        2
260                High school     Male    White, Non-Hispanic        4
261               Some college   Female    White, Non-Hispanic        4
262               Some college     Male    White, Non-Hispanic        5
263 Bachelors degree or higher   Female    White, Non-Hispanic        6
264      Less than high school   Female    White, Non-Hispanic        1
265      Less than high school   Female    White, Non-Hispanic        3
266 Bachelors degree or higher     Male    White, Non-Hispanic        3
267                High school   Female    White, Non-Hispanic        1
268               Some college     Male    White, Non-Hispanic        2
269                High school   Female               Hispanic        2
270                High school   Female    White, Non-Hispanic        2
271               Some college   Female    White, Non-Hispanic        1
272 Bachelors degree or higher     Male    White, Non-Hispanic        2
273               Some college     Male               Hispanic        5
274               Some college   Female    White, Non-Hispanic        2
275                High school     Male    White, Non-Hispanic        2
276 Bachelors degree or higher     Male    White, Non-Hispanic        3
277               Some college     Male    White, Non-Hispanic        4
278 Bachelors degree or higher   Female    White, Non-Hispanic        5
279 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        2
280 Bachelors degree or higher   Female    White, Non-Hispanic        4
281                High school   Female    White, Non-Hispanic        1
282 Bachelors degree or higher     Male    Other, Non-Hispanic        4
283                High school     Male    White, Non-Hispanic        2
284 Bachelors degree or higher     Male    White, Non-Hispanic        3
285               Some college   Female    Black, Non-Hispanic        4
286                High school   Female    White, Non-Hispanic        1
287               Some college   Female    Black, Non-Hispanic        2
288               Some college     Male    White, Non-Hispanic        3
289      Less than high school     Male               Hispanic        2
290 Bachelors degree or higher   Female    White, Non-Hispanic        1
291 Bachelors degree or higher     Male    White, Non-Hispanic        2
292               Some college   Female    White, Non-Hispanic        2
293 Bachelors degree or higher     Male    White, Non-Hispanic        3
294                High school   Female    White, Non-Hispanic        2
295      Less than high school     Male    White, Non-Hispanic        2
296               Some college     Male    White, Non-Hispanic        4
297               Some college     Male    Black, Non-Hispanic        2
298 Bachelors degree or higher   Female    White, Non-Hispanic        2
299                High school   Female    White, Non-Hispanic        4
300 Bachelors degree or higher   Female    Other, Non-Hispanic        1
301                High school     Male    White, Non-Hispanic        5
302 Bachelors degree or higher     Male    White, Non-Hispanic        2
303               Some college   Female    White, Non-Hispanic        3
304               Some college     Male               Hispanic        4
305               Some college     Male    White, Non-Hispanic        2
306                High school     Male    White, Non-Hispanic        3
307      Less than high school     Male               Hispanic        6
308 Bachelors degree or higher     Male    White, Non-Hispanic        3
309                High school   Female    White, Non-Hispanic        1
310                High school     Male    White, Non-Hispanic        2
311                High school   Female    White, Non-Hispanic        3
312               Some college   Female    White, Non-Hispanic        3
313               Some college     Male    White, Non-Hispanic        4
314 Bachelors degree or higher   Female    White, Non-Hispanic        3
315                High school   Female    White, Non-Hispanic        3
316                High school     Male    White, Non-Hispanic        3
317               Some college     Male    White, Non-Hispanic        3
318                High school     Male    White, Non-Hispanic        3
319 Bachelors degree or higher   Female    White, Non-Hispanic        5
320 Bachelors degree or higher     Male    White, Non-Hispanic        2
321                High school   Female    White, Non-Hispanic        2
322 Bachelors degree or higher     Male    White, Non-Hispanic        2
323               Some college   Female    White, Non-Hispanic        2
324 Bachelors degree or higher     Male    White, Non-Hispanic        1
325                High school     Male    White, Non-Hispanic        4
326               Some college   Female    Black, Non-Hispanic        2
327               Some college     Male    White, Non-Hispanic        4
328 Bachelors degree or higher   Female    White, Non-Hispanic        4
329               Some college     Male    White, Non-Hispanic        4
330                High school   Female    White, Non-Hispanic        3
331 Bachelors degree or higher   Female               Hispanic        3
332 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        2
333               Some college     Male               Hispanic        3
334 Bachelors degree or higher     Male    Other, Non-Hispanic        4
335                High school   Female 2+ Races, Non-Hispanic        5
336 Bachelors degree or higher   Female    White, Non-Hispanic        1
337 Bachelors degree or higher     Male    White, Non-Hispanic        5
338      Less than high school     Male               Hispanic        3
339               Some college     Male    White, Non-Hispanic        2
340               Some college   Female    White, Non-Hispanic        3
341               Some college     Male    White, Non-Hispanic        3
342 Bachelors degree or higher   Female    White, Non-Hispanic        1
343                High school     Male    White, Non-Hispanic        2
344                High school     Male 2+ Races, Non-Hispanic        2
345               Some college     Male    White, Non-Hispanic        2
346               Some college     Male    White, Non-Hispanic        4
347               Some college     Male    White, Non-Hispanic        3
348               Some college     Male    White, Non-Hispanic        2
349                High school     Male    White, Non-Hispanic        3
350               Some college     Male    White, Non-Hispanic        1
351               Some college     Male    White, Non-Hispanic        6
352                High school     Male    White, Non-Hispanic        2
353               Some college     Male    White, Non-Hispanic        1
354 Bachelors degree or higher     Male               Hispanic        1
355      Less than high school   Female               Hispanic        2
356 Bachelors degree or higher   Female    White, Non-Hispanic        1
357               Some college   Female    White, Non-Hispanic        3
358               Some college   Female    White, Non-Hispanic        2
359               Some college   Female    White, Non-Hispanic        2
360 Bachelors degree or higher   Female    Other, Non-Hispanic        4
361                High school   Female    White, Non-Hispanic        3
362 Bachelors degree or higher     Male    Other, Non-Hispanic        2
363                High school     Male    White, Non-Hispanic        1
364               Some college   Female    White, Non-Hispanic        3
365               Some college     Male    White, Non-Hispanic        2
366 Bachelors degree or higher     Male    Other, Non-Hispanic        5
367               Some college     Male               Hispanic        3
368 Bachelors degree or higher   Female    White, Non-Hispanic        3
369 Bachelors degree or higher     Male    White, Non-Hispanic        2
370 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        5
371               Some college   Female    White, Non-Hispanic        4
372                High school   Female    White, Non-Hispanic        3
373                High school   Female    White, Non-Hispanic        1
374 Bachelors degree or higher     Male    White, Non-Hispanic        2
375                High school     Male    Black, Non-Hispanic        4
376 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        3
377               Some college     Male    White, Non-Hispanic        1
378               Some college     Male    Black, Non-Hispanic        3
379 Bachelors degree or higher     Male    White, Non-Hispanic        3
380               Some college     Male    White, Non-Hispanic        5
381               Some college   Female    White, Non-Hispanic        4
382 Bachelors degree or higher     Male    White, Non-Hispanic        4
383      Less than high school     Male    White, Non-Hispanic        1
384                High school   Female    White, Non-Hispanic        3
385      Less than high school     Male               Hispanic        1
386               Some college     Male    White, Non-Hispanic        1
387                High school   Female    White, Non-Hispanic        1
388               Some college     Male    White, Non-Hispanic        3
389                High school   Female    White, Non-Hispanic        3
390 Bachelors degree or higher     Male    White, Non-Hispanic        4
391      Less than high school   Female    Black, Non-Hispanic        5
392 Bachelors degree or higher   Female    White, Non-Hispanic        3
393                High school   Female               Hispanic        1
394 Bachelors degree or higher   Female    White, Non-Hispanic        2
395               Some college     Male    White, Non-Hispanic        3
396               Some college   Female 2+ Races, Non-Hispanic        6
397 Bachelors degree or higher     Male    White, Non-Hispanic        3
398 Bachelors degree or higher     Male    White, Non-Hispanic        5
399 Bachelors degree or higher     Male    White, Non-Hispanic        2
400 Bachelors degree or higher     Male               Hispanic        5
401 Bachelors degree or higher   Female    White, Non-Hispanic        1
402               Some college     Male    White, Non-Hispanic        6
403               Some college   Female    White, Non-Hispanic        4
404                High school   Female               Hispanic        2
405 Bachelors degree or higher     Male    White, Non-Hispanic        2
406 Bachelors degree or higher   Female    Other, Non-Hispanic        1
407 Bachelors degree or higher   Female    White, Non-Hispanic        2
408 Bachelors degree or higher     Male    White, Non-Hispanic        2
409      Less than high school   Female    White, Non-Hispanic        3
410 Bachelors degree or higher     Male               Hispanic        3
411      Less than high school     Male    White, Non-Hispanic        2
412               Some college     Male    White, Non-Hispanic        4
413 Bachelors degree or higher   Female    White, Non-Hispanic        2
414 Bachelors degree or higher     Male    White, Non-Hispanic        2
415      Less than high school     Male    White, Non-Hispanic        1
416               Some college   Female    White, Non-Hispanic        2
417 Bachelors degree or higher   Female    Other, Non-Hispanic        2
418               Some college     Male    White, Non-Hispanic        5
419 Bachelors degree or higher     Male    White, Non-Hispanic        3
420               Some college     Male    White, Non-Hispanic        2
421 Bachelors degree or higher     Male    White, Non-Hispanic        1
422 Bachelors degree or higher   Female    White, Non-Hispanic        2
423                High school     Male    White, Non-Hispanic        1
424 Bachelors degree or higher     Male    White, Non-Hispanic        2
425                High school   Female    White, Non-Hispanic        1
426 Bachelors degree or higher     Male    White, Non-Hispanic        1
427 Bachelors degree or higher     Male               Hispanic        2
428               Some college     Male 2+ Races, Non-Hispanic        2
429               Some college     Male    Black, Non-Hispanic        4
430 Bachelors degree or higher     Male    White, Non-Hispanic        2
431                High school   Female    White, Non-Hispanic        3
432                High school   Female    White, Non-Hispanic        5
433 Bachelors degree or higher     Male    White, Non-Hispanic        2
434 Bachelors degree or higher   Female    White, Non-Hispanic        2
435 Bachelors degree or higher     Male    Other, Non-Hispanic        3
436                High school   Female               Hispanic        4
437                High school   Female               Hispanic        4
438 Bachelors degree or higher     Male    White, Non-Hispanic        2
439 Bachelors degree or higher   Female    White, Non-Hispanic        4
440 Bachelors degree or higher   Female    White, Non-Hispanic        4
441      Less than high school     Male    White, Non-Hispanic        2
442 Bachelors degree or higher   Female    White, Non-Hispanic        3
443                High school   Female               Hispanic        2
444                High school     Male    White, Non-Hispanic        4
445 Bachelors degree or higher   Female    White, Non-Hispanic        2
446               Some college   Female               Hispanic        3
447                High school     Male    White, Non-Hispanic        1
448               Some college     Male    White, Non-Hispanic        4
449                High school   Female               Hispanic        5
450 Bachelors degree or higher     Male    White, Non-Hispanic        4
451               Some college     Male    White, Non-Hispanic        1
452 Bachelors degree or higher   Female    White, Non-Hispanic        4
453 Bachelors degree or higher   Female    White, Non-Hispanic        4
454                High school     Male    White, Non-Hispanic        2
455               Some college   Female               Hispanic        4
456 Bachelors degree or higher   Female    White, Non-Hispanic        2
457               Some college   Female    White, Non-Hispanic        2
458 Bachelors degree or higher   Female    White, Non-Hispanic        3
459               Some college     Male    White, Non-Hispanic        3
460                High school   Female               Hispanic        2
461 Bachelors degree or higher     Male    Black, Non-Hispanic        2
462               Some college   Female    White, Non-Hispanic        5
463               Some college     Male    White, Non-Hispanic        2
464 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        2
465 Bachelors degree or higher     Male    White, Non-Hispanic        2
466                High school     Male               Hispanic        5
467 Bachelors degree or higher     Male    White, Non-Hispanic        4
468               Some college   Female    White, Non-Hispanic        3
469               Some college   Female    White, Non-Hispanic        6
470 Bachelors degree or higher     Male    White, Non-Hispanic        2
471                High school   Female    Black, Non-Hispanic        2
472      Less than high school     Male    White, Non-Hispanic        3
473 Bachelors degree or higher   Female    White, Non-Hispanic        1
474                High school     Male    White, Non-Hispanic        2
475      Less than high school     Male               Hispanic        5
476               Some college   Female               Hispanic        4
477               Some college   Female    White, Non-Hispanic        4
478 Bachelors degree or higher     Male               Hispanic        2
479 Bachelors degree or higher     Male    White, Non-Hispanic        2
480 Bachelors degree or higher     Male    White, Non-Hispanic        3
481 Bachelors degree or higher   Female    White, Non-Hispanic        4
482      Less than high school     Male               Hispanic        1
483 Bachelors degree or higher     Male    White, Non-Hispanic        4
484               Some college     Male    White, Non-Hispanic        4
485 Bachelors degree or higher   Female    White, Non-Hispanic        2
486      Less than high school     Male               Hispanic        4
487 Bachelors degree or higher   Female    White, Non-Hispanic        2
488                High school   Female    White, Non-Hispanic        3
489               Some college     Male    White, Non-Hispanic        2
490               Some college   Female    White, Non-Hispanic        3
491                High school   Female               Hispanic        2
492 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        3
493      Less than high school   Female    Black, Non-Hispanic        3
494               Some college   Female               Hispanic        2
495                High school   Female    White, Non-Hispanic        2
496               Some college   Female 2+ Races, Non-Hispanic        2
497                High school   Female    White, Non-Hispanic        4
498               Some college     Male    White, Non-Hispanic        2
499                High school   Female    White, Non-Hispanic        2
500 Bachelors degree or higher   Female    White, Non-Hispanic        1
501 Bachelors degree or higher     Male    White, Non-Hispanic        1
502 Bachelors degree or higher   Female    White, Non-Hispanic        1
503                High school     Male    White, Non-Hispanic        5
504                High school     Male    White, Non-Hispanic        4
505 Bachelors degree or higher   Female    White, Non-Hispanic        2
506 Bachelors degree or higher     Male    White, Non-Hispanic        5
507                High school   Female    Black, Non-Hispanic        2
508               Some college   Female    White, Non-Hispanic        3
509               Some college   Female    White, Non-Hispanic        3
510 Bachelors degree or higher     Male    White, Non-Hispanic        2
511 Bachelors degree or higher   Female    White, Non-Hispanic        2
512                High school   Female    White, Non-Hispanic        2
513               Some college   Female    White, Non-Hispanic        2
514                High school   Female    White, Non-Hispanic        2
515               Some college   Female    White, Non-Hispanic        2
516 Bachelors degree or higher     Male    White, Non-Hispanic        2
517                High school     Male    White, Non-Hispanic        2
518                High school   Female               Hispanic        2
519                High school     Male    White, Non-Hispanic        2
520               Some college   Female    White, Non-Hispanic        4
521               Some college     Male 2+ Races, Non-Hispanic        2
522 Bachelors degree or higher     Male    White, Non-Hispanic        3
523 Bachelors degree or higher     Male    White, Non-Hispanic        1
524      Less than high school   Female 2+ Races, Non-Hispanic        2
525                High school     Male    White, Non-Hispanic        3
526                High school     Male    White, Non-Hispanic        3
527 Bachelors degree or higher   Female    White, Non-Hispanic        4
                  ppinc7      ppmarit5       ppmsacat    ppreg4
1     $25,000 to $49,999   Now Married     Metro area     South
2       $150,000 or more   Now Married     Metro area     South
3   $100,000 to $149,999   Now Married     Metro area     South
4     $25,000 to $49,999      Divorced     Metro area NorthEast
5     $10,000 to $24,999   Now Married     Metro area   MidWest
6     $75,000 to $99,999   Now Married     Metro area   MidWest
7       $150,000 or more Never married     Metro area NorthEast
8     $50,000 to $74,999   Now Married     Metro area     South
9       $150,000 or more   Now Married     Metro area      West
10      $150,000 or more   Now Married Non-metro area NorthEast
11    $25,000 to $49,999 Never married     Metro area NorthEast
12  $100,000 to $149,999      Divorced     Metro area     South
13  $100,000 to $149,999       Widowed     Metro area      West
14    $75,000 to $99,999   Now Married     Metro area      West
15    $75,000 to $99,999       Widowed     Metro area     South
16  $100,000 to $149,999   Now Married     Metro area NorthEast
17    $75,000 to $99,999   Now Married Non-metro area   MidWest
18    $50,000 to $74,999   Now Married     Metro area NorthEast
19    $25,000 to $49,999   Now Married     Metro area   MidWest
20    $25,000 to $49,999   Now Married     Metro area   MidWest
21      $150,000 or more   Now Married     Metro area NorthEast
22      $150,000 or more   Now Married     Metro area      West
23    $75,000 to $99,999   Now Married     Metro area      West
24  $100,000 to $149,999   Now Married     Metro area      West
25    $25,000 to $49,999   Now Married Non-metro area     South
26  $100,000 to $149,999   Now Married     Metro area      West
27  $100,000 to $149,999 Never married     Metro area   MidWest
28    $25,000 to $49,999   Now Married     Metro area     South
29      $150,000 or more   Now Married Non-metro area     South
30    $75,000 to $99,999   Now Married     Metro area NorthEast
31      $150,000 or more   Now Married     Metro area     South
32    $50,000 to $74,999   Now Married     Metro area      West
33  $100,000 to $149,999   Now Married     Metro area      West
34      $150,000 or more   Now Married     Metro area   MidWest
35      $150,000 or more   Now Married     Metro area NorthEast
36      $150,000 or more   Now Married     Metro area     South
37  $100,000 to $149,999   Now Married     Metro area NorthEast
38      $150,000 or more   Now Married     Metro area      West
39    $25,000 to $49,999 Never married     Metro area NorthEast
40      $150,000 or more   Now Married     Metro area      West
41    $10,000 to $24,999 Never married     Metro area      West
42      $150,000 or more   Now Married     Metro area     South
43  $100,000 to $149,999   Now Married     Metro area     South
44    $25,000 to $49,999   Now Married     Metro area     South
45      $150,000 or more   Now Married     Metro area     South
46      $150,000 or more   Now Married     Metro area     South
47      $150,000 or more   Now Married     Metro area   MidWest
48      $150,000 or more   Now Married     Metro area   MidWest
49    $50,000 to $74,999   Now Married Non-metro area NorthEast
50    $50,000 to $74,999   Now Married     Metro area     South
51      $150,000 or more   Now Married     Metro area   MidWest
52    $25,000 to $49,999   Now Married     Metro area NorthEast
53      $150,000 or more   Now Married Non-metro area   MidWest
54  $100,000 to $149,999   Now Married     Metro area     South
55    $75,000 to $99,999   Now Married     Metro area NorthEast
56      $150,000 or more Never married     Metro area      West
57  $100,000 to $149,999      Divorced     Metro area NorthEast
58    $50,000 to $74,999   Now Married     Metro area     South
59    $25,000 to $49,999   Now Married     Metro area     South
60      $150,000 or more      Divorced     Metro area      West
61    $50,000 to $74,999 Never married     Metro area NorthEast
62    $75,000 to $99,999   Now Married     Metro area   MidWest
63  $100,000 to $149,999   Now Married     Metro area   MidWest
64    $10,000 to $24,999      Divorced     Metro area      West
65    $25,000 to $49,999       Widowed     Metro area     South
66    $75,000 to $99,999 Never married     Metro area NorthEast
67      $150,000 or more   Now Married     Metro area     South
68    $50,000 to $74,999       Widowed Non-metro area   MidWest
69      $150,000 or more   Now Married     Metro area      West
70    $50,000 to $74,999   Now Married Non-metro area      West
71    $75,000 to $99,999   Now Married     Metro area NorthEast
72    $25,000 to $49,999   Now Married Non-metro area   MidWest
73  $100,000 to $149,999   Now Married     Metro area     South
74    $25,000 to $49,999   Now Married Non-metro area     South
75      $150,000 or more   Now Married Non-metro area   MidWest
76    $50,000 to $74,999   Now Married     Metro area     South
77    $25,000 to $49,999   Now Married     Metro area NorthEast
78    $50,000 to $74,999   Now Married Non-metro area     South
79     Less than $10,000      Divorced Non-metro area     South
80      $150,000 or more Never married     Metro area   MidWest
81  $100,000 to $149,999 Never married     Metro area     South
82      $150,000 or more   Now Married     Metro area NorthEast
83  $100,000 to $149,999   Now Married     Metro area   MidWest
84    $75,000 to $99,999   Now Married     Metro area NorthEast
85    $10,000 to $24,999   Now Married     Metro area     South
86    $25,000 to $49,999   Now Married     Metro area     South
87    $75,000 to $99,999   Now Married     Metro area      West
88  $100,000 to $149,999   Now Married     Metro area   MidWest
89    $25,000 to $49,999 Never married     Metro area NorthEast
90      $150,000 or more Never married     Metro area   MidWest
91      $150,000 or more Never married     Metro area   MidWest
92    $50,000 to $74,999   Now Married Non-metro area      West
93      $150,000 or more   Now Married     Metro area   MidWest
94  $100,000 to $149,999   Now Married     Metro area NorthEast
95    $50,000 to $74,999   Now Married Non-metro area      West
96    $75,000 to $99,999      Divorced     Metro area      West
97    $50,000 to $74,999   Now Married     Metro area      West
98      $150,000 or more   Now Married     Metro area      West
99      $150,000 or more   Now Married     Metro area      West
100   $50,000 to $74,999       Widowed Non-metro area   MidWest
101     $150,000 or more   Now Married     Metro area   MidWest
102     $150,000 or more   Now Married     Metro area     South
103 $100,000 to $149,999   Now Married     Metro area     South
104 $100,000 to $149,999       Widowed     Metro area     South
105   $50,000 to $74,999      Divorced     Metro area     South
106   $25,000 to $49,999   Now Married     Metro area     South
107   $75,000 to $99,999 Never married     Metro area      West
108   $10,000 to $24,999      Divorced     Metro area   MidWest
109 $100,000 to $149,999   Now Married     Metro area     South
110     $150,000 or more   Now Married     Metro area NorthEast
111   $10,000 to $24,999   Now Married Non-metro area   MidWest
112 $100,000 to $149,999   Now Married     Metro area      West
113   $50,000 to $74,999   Now Married Non-metro area NorthEast
114 $100,000 to $149,999   Now Married     Metro area     South
115 $100,000 to $149,999   Now Married     Metro area   MidWest
116 $100,000 to $149,999   Now Married     Metro area   MidWest
117   $50,000 to $74,999   Now Married Non-metro area   MidWest
118   $25,000 to $49,999   Now Married Non-metro area   MidWest
119   $75,000 to $99,999 Never married     Metro area     South
120     $150,000 or more   Now Married     Metro area   MidWest
121   $10,000 to $24,999 Never married Non-metro area   MidWest
122   $50,000 to $74,999   Now Married     Metro area     South
123   $50,000 to $74,999   Now Married     Metro area      West
124     $150,000 or more   Now Married     Metro area      West
125   $75,000 to $99,999   Now Married     Metro area     South
126   $75,000 to $99,999      Divorced Non-metro area      West
127     $150,000 or more   Now Married     Metro area NorthEast
128   $10,000 to $24,999   Now Married     Metro area   MidWest
129   $50,000 to $74,999   Now Married     Metro area      West
130   $50,000 to $74,999 Never married     Metro area     South
131   $25,000 to $49,999      Divorced     Metro area   MidWest
132   $25,000 to $49,999   Now Married     Metro area NorthEast
133     $150,000 or more   Now Married     Metro area NorthEast
134 $100,000 to $149,999   Now Married Non-metro area     South
135   $25,000 to $49,999       Widowed Non-metro area   MidWest
136   $75,000 to $99,999   Now Married     Metro area   MidWest
137   $10,000 to $24,999 Never married     Metro area     South
138     $150,000 or more   Now Married     Metro area     South
139   $50,000 to $74,999 Never married     Metro area NorthEast
140     $150,000 or more   Now Married     Metro area      West
141     $150,000 or more   Now Married     Metro area     South
142   $75,000 to $99,999   Now Married     Metro area     South
143     $150,000 or more   Now Married     Metro area      West
144 $100,000 to $149,999   Now Married     Metro area     South
145     $150,000 or more   Now Married     Metro area     South
146 $100,000 to $149,999   Now Married     Metro area      West
147 $100,000 to $149,999   Now Married Non-metro area     South
148     $150,000 or more       Widowed     Metro area NorthEast
149     $150,000 or more   Now Married     Metro area      West
150   $50,000 to $74,999 Never married     Metro area      West
151   $10,000 to $24,999 Never married     Metro area   MidWest
152   $50,000 to $74,999   Now Married     Metro area     South
153 $100,000 to $149,999   Now Married     Metro area     South
154 $100,000 to $149,999   Now Married     Metro area   MidWest
155 $100,000 to $149,999   Now Married     Metro area      West
156    Less than $10,000 Never married     Metro area     South
157   $75,000 to $99,999   Now Married     Metro area     South
158   $25,000 to $49,999   Now Married     Metro area     South
159   $75,000 to $99,999 Never married     Metro area      West
160 $100,000 to $149,999   Now Married Non-metro area   MidWest
161     $150,000 or more   Now Married     Metro area     South
162 $100,000 to $149,999   Now Married     Metro area      West
163    Less than $10,000 Never married     Metro area   MidWest
164 $100,000 to $149,999   Now Married     Metro area NorthEast
165 $100,000 to $149,999   Now Married     Metro area     South
166   $25,000 to $49,999   Now Married Non-metro area      West
167   $25,000 to $49,999   Now Married     Metro area   MidWest
168   $75,000 to $99,999       Widowed Non-metro area   MidWest
169 $100,000 to $149,999   Now Married     Metro area     South
170 $100,000 to $149,999   Now Married Non-metro area   MidWest
171     $150,000 or more   Now Married     Metro area     South
172   $10,000 to $24,999      Divorced     Metro area     South
173   $50,000 to $74,999 Never married     Metro area     South
174     $150,000 or more   Now Married     Metro area      West
175   $75,000 to $99,999   Now Married Non-metro area     South
176     $150,000 or more   Now Married     Metro area      West
177     $150,000 or more   Now Married     Metro area     South
178   $25,000 to $49,999   Now Married     Metro area      West
179     $150,000 or more   Now Married     Metro area   MidWest
180   $25,000 to $49,999 Never married     Metro area NorthEast
181   $10,000 to $24,999 Never married     Metro area   MidWest
182 $100,000 to $149,999   Now Married     Metro area     South
183    Less than $10,000 Never married Non-metro area   MidWest
184   $10,000 to $24,999   Now Married     Metro area     South
185   $25,000 to $49,999      Divorced Non-metro area   MidWest
186   $75,000 to $99,999 Never married     Metro area     South
187    Less than $10,000      Divorced Non-metro area      West
188   $25,000 to $49,999   Now Married     Metro area   MidWest
189    Less than $10,000   Now Married     Metro area NorthEast
190     $150,000 or more   Now Married     Metro area     South
191   $25,000 to $49,999      Divorced     Metro area     South
192   $25,000 to $49,999      Divorced     Metro area NorthEast
193 $100,000 to $149,999      Divorced     Metro area      West
194   $50,000 to $74,999       Widowed     Metro area      West
195 $100,000 to $149,999 Never married     Metro area NorthEast
196     $150,000 or more   Now Married     Metro area     South
197     $150,000 or more   Now Married     Metro area   MidWest
198   $25,000 to $49,999   Now Married     Metro area   MidWest
199   $50,000 to $74,999      Divorced     Metro area     South
200   $75,000 to $99,999   Now Married     Metro area   MidWest
201     $150,000 or more   Now Married     Metro area      West
202   $75,000 to $99,999      Divorced     Metro area     South
203     $150,000 or more   Now Married     Metro area     South
204   $50,000 to $74,999      Divorced     Metro area      West
205     $150,000 or more   Now Married Non-metro area     South
206 $100,000 to $149,999   Now Married     Metro area     South
207    Less than $10,000 Never married Non-metro area     South
208   $25,000 to $49,999   Now Married     Metro area      West
209   $50,000 to $74,999   Now Married     Metro area     South
210     $150,000 or more   Now Married     Metro area   MidWest
211 $100,000 to $149,999   Now Married     Metro area     South
212   $75,000 to $99,999 Never married     Metro area      West
213   $50,000 to $74,999 Never married     Metro area NorthEast
214   $75,000 to $99,999   Now Married     Metro area   MidWest
215     $150,000 or more   Now Married     Metro area      West
216 $100,000 to $149,999 Never married     Metro area     South
217   $10,000 to $24,999 Never married     Metro area NorthEast
218   $25,000 to $49,999   Now Married     Metro area   MidWest
219 $100,000 to $149,999   Now Married Non-metro area   MidWest
220 $100,000 to $149,999      Divorced     Metro area NorthEast
221   $10,000 to $24,999      Divorced     Metro area     South
222   $75,000 to $99,999 Never married     Metro area     South
223     $150,000 or more Never married     Metro area      West
224   $75,000 to $99,999   Now Married     Metro area NorthEast
225   $75,000 to $99,999   Now Married     Metro area     South
226   $50,000 to $74,999   Now Married Non-metro area   MidWest
227     $150,000 or more   Now Married     Metro area     South
228   $50,000 to $74,999 Never married     Metro area NorthEast
229   $25,000 to $49,999   Now Married     Metro area NorthEast
230   $50,000 to $74,999      Divorced     Metro area     South
231     $150,000 or more   Now Married     Metro area     South
232 $100,000 to $149,999   Now Married     Metro area NorthEast
233 $100,000 to $149,999   Now Married     Metro area   MidWest
234 $100,000 to $149,999   Now Married     Metro area     South
235   $50,000 to $74,999   Now Married     Metro area      West
236 $100,000 to $149,999 Never married     Metro area     South
237   $50,000 to $74,999   Now Married     Metro area     South
238     $150,000 or more   Now Married     Metro area     South
239     $150,000 or more   Now Married     Metro area NorthEast
240   $50,000 to $74,999   Now Married     Metro area NorthEast
241   $50,000 to $74,999   Now Married     Metro area      West
242     $150,000 or more   Now Married     Metro area NorthEast
243   $75,000 to $99,999   Now Married     Metro area NorthEast
244   $10,000 to $24,999 Never married     Metro area NorthEast
245 $100,000 to $149,999      Divorced     Metro area      West
246 $100,000 to $149,999   Now Married     Metro area   MidWest
247   $25,000 to $49,999 Never married     Metro area     South
248   $25,000 to $49,999   Now Married     Metro area     South
249     $150,000 or more Never married     Metro area     South
250   $50,000 to $74,999   Now Married Non-metro area     South
251   $50,000 to $74,999      Divorced Non-metro area     South
252     $150,000 or more   Now Married     Metro area      West
253   $25,000 to $49,999   Now Married     Metro area      West
254 $100,000 to $149,999   Now Married     Metro area     South
255     $150,000 or more   Now Married     Metro area   MidWest
256   $25,000 to $49,999   Now Married Non-metro area      West
257   $75,000 to $99,999      Divorced     Metro area      West
258   $25,000 to $49,999 Never married     Metro area   MidWest
259   $25,000 to $49,999   Now Married     Metro area NorthEast
260     $150,000 or more   Now Married     Metro area     South
261 $100,000 to $149,999   Now Married     Metro area     South
262   $50,000 to $74,999   Now Married     Metro area      West
263   $75,000 to $99,999   Now Married     Metro area      West
264   $75,000 to $99,999   Now Married     Metro area      West
265   $10,000 to $24,999   Now Married     Metro area   MidWest
266     $150,000 or more   Now Married     Metro area   MidWest
267   $25,000 to $49,999   Now Married     Metro area     South
268   $75,000 to $99,999   Now Married     Metro area     South
269 $100,000 to $149,999     Separated Non-metro area     South
270   $50,000 to $74,999   Now Married     Metro area NorthEast
271   $25,000 to $49,999       Widowed Non-metro area     South
272 $100,000 to $149,999 Never married     Metro area   MidWest
273   $25,000 to $49,999   Now Married     Metro area NorthEast
274 $100,000 to $149,999   Now Married     Metro area     South
275 $100,000 to $149,999   Now Married     Metro area NorthEast
276 $100,000 to $149,999   Now Married     Metro area     South
277 $100,000 to $149,999   Now Married     Metro area     South
278     $150,000 or more     Separated     Metro area     South
279   $50,000 to $74,999   Now Married Non-metro area     South
280 $100,000 to $149,999       Widowed     Metro area      West
281   $10,000 to $24,999      Divorced     Metro area   MidWest
282     $150,000 or more   Now Married     Metro area      West
283 $100,000 to $149,999   Now Married     Metro area   MidWest
284   $25,000 to $49,999   Now Married     Metro area NorthEast
285   $75,000 to $99,999   Now Married     Metro area     South
286    Less than $10,000       Widowed Non-metro area     South
287   $25,000 to $49,999 Never married     Metro area NorthEast
288     $150,000 or more Never married     Metro area     South
289 $100,000 to $149,999     Separated     Metro area      West
290 $100,000 to $149,999 Never married     Metro area     South
291 $100,000 to $149,999   Now Married     Metro area NorthEast
292   $50,000 to $74,999   Now Married Non-metro area NorthEast
293 $100,000 to $149,999   Now Married     Metro area NorthEast
294 $100,000 to $149,999   Now Married     Metro area      West
295   $25,000 to $49,999   Now Married Non-metro area     South
296     $150,000 or more Never married     Metro area      West
297   $50,000 to $74,999   Now Married     Metro area     South
298   $50,000 to $74,999 Never married     Metro area     South
299 $100,000 to $149,999   Now Married     Metro area NorthEast
300   $50,000 to $74,999   Now Married     Metro area      West
301   $25,000 to $49,999   Now Married     Metro area     South
302 $100,000 to $149,999   Now Married     Metro area     South
303   $50,000 to $74,999     Separated     Metro area      West
304   $25,000 to $49,999   Now Married     Metro area      West
305   $75,000 to $99,999   Now Married     Metro area     South
306   $75,000 to $99,999   Now Married     Metro area   MidWest
307   $75,000 to $99,999 Never married     Metro area      West
308   $10,000 to $24,999 Never married     Metro area   MidWest
309   $25,000 to $49,999       Widowed     Metro area     South
310   $50,000 to $74,999 Never married     Metro area   MidWest
311     $150,000 or more Never married     Metro area NorthEast
312 $100,000 to $149,999   Now Married     Metro area      West
313   $25,000 to $49,999   Now Married     Metro area      West
314   $25,000 to $49,999 Never married Non-metro area   MidWest
315   $50,000 to $74,999   Now Married Non-metro area     South
316   $50,000 to $74,999   Now Married     Metro area     South
317   $75,000 to $99,999   Now Married     Metro area     South
318 $100,000 to $149,999      Divorced     Metro area      West
319     $150,000 or more   Now Married     Metro area      West
320     $150,000 or more   Now Married     Metro area   MidWest
321   $50,000 to $74,999   Now Married     Metro area NorthEast
322     $150,000 or more   Now Married     Metro area NorthEast
323     $150,000 or more   Now Married     Metro area     South
324     $150,000 or more      Divorced     Metro area NorthEast
325   $75,000 to $99,999 Never married     Metro area NorthEast
326   $10,000 to $24,999   Now Married     Metro area     South
327   $75,000 to $99,999   Now Married     Metro area     South
328     $150,000 or more   Now Married     Metro area   MidWest
329   $75,000 to $99,999 Never married     Metro area NorthEast
330   $10,000 to $24,999   Now Married Non-metro area   MidWest
331     $150,000 or more Never married     Metro area      West
332 $100,000 to $149,999       Widowed     Metro area      West
333 $100,000 to $149,999   Now Married     Metro area      West
334     $150,000 or more   Now Married     Metro area     South
335   $50,000 to $74,999   Now Married     Metro area      West
336   $75,000 to $99,999 Never married     Metro area     South
337     $150,000 or more   Now Married     Metro area      West
338   $25,000 to $49,999   Now Married     Metro area     South
339 $100,000 to $149,999   Now Married     Metro area   MidWest
340     $150,000 or more   Now Married     Metro area NorthEast
341 $100,000 to $149,999   Now Married Non-metro area     South
342   $25,000 to $49,999      Divorced Non-metro area      West
343 $100,000 to $149,999   Now Married     Metro area     South
344 $100,000 to $149,999   Now Married     Metro area NorthEast
345   $50,000 to $74,999   Now Married     Metro area     South
346 $100,000 to $149,999 Never married     Metro area   MidWest
347   $50,000 to $74,999   Now Married     Metro area     South
348   $10,000 to $24,999   Now Married Non-metro area   MidWest
349   $75,000 to $99,999 Never married     Metro area     South
350   $75,000 to $99,999   Now Married Non-metro area   MidWest
351 $100,000 to $149,999   Now Married     Metro area     South
352     $150,000 or more   Now Married     Metro area NorthEast
353   $75,000 to $99,999   Now Married     Metro area NorthEast
354   $50,000 to $74,999 Never married     Metro area     South
355   $25,000 to $49,999   Now Married     Metro area      West
356   $50,000 to $74,999       Widowed Non-metro area NorthEast
357     $150,000 or more Never married     Metro area     South
358     $150,000 or more Never married     Metro area      West
359   $75,000 to $99,999   Now Married     Metro area      West
360     $150,000 or more Never married     Metro area      West
361   $50,000 to $74,999 Never married     Metro area   MidWest
362     $150,000 or more   Now Married     Metro area   MidWest
363   $25,000 to $49,999       Widowed     Metro area NorthEast
364   $75,000 to $99,999      Divorced     Metro area     South
365 $100,000 to $149,999   Now Married     Metro area      West
366 $100,000 to $149,999 Never married     Metro area     South
367     $150,000 or more   Now Married     Metro area NorthEast
368     $150,000 or more   Now Married     Metro area   MidWest
369     $150,000 or more   Now Married     Metro area      West
370     $150,000 or more   Now Married     Metro area   MidWest
371   $10,000 to $24,999   Now Married Non-metro area     South
372     $150,000 or more Never married Non-metro area     South
373    Less than $10,000 Never married Non-metro area   MidWest
374   $25,000 to $49,999 Never married     Metro area NorthEast
375    Less than $10,000 Never married     Metro area     South
376 $100,000 to $149,999 Never married     Metro area NorthEast
377    Less than $10,000 Never married     Metro area NorthEast
378 $100,000 to $149,999 Never married     Metro area   MidWest
379 $100,000 to $149,999 Never married     Metro area NorthEast
380   $25,000 to $49,999   Now Married Non-metro area   MidWest
381     $150,000 or more Never married     Metro area     South
382   $75,000 to $99,999 Never married     Metro area   MidWest
383   $75,000 to $99,999       Widowed     Metro area   MidWest
384   $50,000 to $74,999 Never married     Metro area     South
385   $10,000 to $24,999 Never married     Metro area NorthEast
386   $75,000 to $99,999   Now Married     Metro area   MidWest
387    Less than $10,000 Never married     Metro area     South
388   $50,000 to $74,999   Now Married     Metro area   MidWest
389    Less than $10,000       Widowed Non-metro area     South
390     $150,000 or more   Now Married     Metro area      West
391   $10,000 to $24,999 Never married     Metro area     South
392   $25,000 to $49,999       Widowed     Metro area NorthEast
393   $10,000 to $24,999      Divorced     Metro area     South
394   $75,000 to $99,999   Now Married Non-metro area   MidWest
395     $150,000 or more Never married     Metro area      West
396   $10,000 to $24,999   Now Married     Metro area     South
397     $150,000 or more   Now Married Non-metro area      West
398   $75,000 to $99,999   Now Married     Metro area   MidWest
399 $100,000 to $149,999   Now Married     Metro area     South
400   $75,000 to $99,999     Separated     Metro area NorthEast
401 $100,000 to $149,999 Never married     Metro area   MidWest
402     $150,000 or more Never married     Metro area   MidWest
403     $150,000 or more   Now Married     Metro area   MidWest
404     $150,000 or more   Now Married     Metro area      West
405   $50,000 to $74,999   Now Married     Metro area      West
406     $150,000 or more Never married     Metro area      West
407   $75,000 to $99,999   Now Married     Metro area   MidWest
408 $100,000 to $149,999   Now Married Non-metro area   MidWest
409   $25,000 to $49,999 Never married     Metro area     South
410     $150,000 or more   Now Married     Metro area   MidWest
411   $50,000 to $74,999   Now Married     Metro area      West
412     $150,000 or more   Now Married     Metro area      West
413     $150,000 or more   Now Married     Metro area      West
414     $150,000 or more Never married     Metro area     South
415   $25,000 to $49,999 Never married     Metro area   MidWest
416   $25,000 to $49,999   Now Married     Metro area     South
417     $150,000 or more Never married     Metro area NorthEast
418 $100,000 to $149,999   Now Married     Metro area      West
419     $150,000 or more      Divorced     Metro area NorthEast
420   $25,000 to $49,999      Divorced     Metro area     South
421   $50,000 to $74,999 Never married     Metro area     South
422     $150,000 or more   Now Married     Metro area     South
423    Less than $10,000 Never married     Metro area     South
424     $150,000 or more   Now Married Non-metro area     South
425   $25,000 to $49,999      Divorced Non-metro area     South
426     $150,000 or more Never married     Metro area   MidWest
427     $150,000 or more   Now Married     Metro area NorthEast
428   $50,000 to $74,999   Now Married     Metro area   MidWest
429   $75,000 to $99,999   Now Married     Metro area NorthEast
430     $150,000 or more      Divorced     Metro area     South
431   $75,000 to $99,999 Never married     Metro area   MidWest
432   $50,000 to $74,999   Now Married     Metro area   MidWest
433   $50,000 to $74,999   Now Married     Metro area     South
434 $100,000 to $149,999   Now Married     Metro area   MidWest
435   $25,000 to $49,999   Now Married     Metro area NorthEast
436   $25,000 to $49,999     Separated     Metro area NorthEast
437   $25,000 to $49,999 Never married Non-metro area   MidWest
438 $100,000 to $149,999   Now Married     Metro area   MidWest
439   $75,000 to $99,999   Now Married     Metro area     South
440     $150,000 or more   Now Married     Metro area      West
441   $25,000 to $49,999   Now Married     Metro area     South
442   $25,000 to $49,999       Widowed     Metro area      West
443   $75,000 to $99,999 Never married     Metro area NorthEast
444 $100,000 to $149,999   Now Married     Metro area     South
445   $50,000 to $74,999       Widowed Non-metro area     South
446     $150,000 or more   Now Married     Metro area      West
447   $75,000 to $99,999 Never married     Metro area NorthEast
448 $100,000 to $149,999   Now Married     Metro area NorthEast
449   $25,000 to $49,999 Never married     Metro area   MidWest
450   $75,000 to $99,999   Now Married     Metro area     South
451   $50,000 to $74,999 Never married     Metro area     South
452 $100,000 to $149,999   Now Married     Metro area     South
453     $150,000 or more   Now Married     Metro area     South
454   $25,000 to $49,999      Divorced     Metro area   MidWest
455   $50,000 to $74,999   Now Married     Metro area      West
456   $25,000 to $49,999       Widowed     Metro area     South
457     $150,000 or more   Now Married     Metro area     South
458     $150,000 or more   Now Married     Metro area   MidWest
459 $100,000 to $149,999 Never married     Metro area      West
460   $25,000 to $49,999   Now Married     Metro area     South
461   $75,000 to $99,999   Now Married     Metro area     South
462   $75,000 to $99,999   Now Married Non-metro area     South
463 $100,000 to $149,999      Divorced     Metro area NorthEast
464   $25,000 to $49,999   Now Married     Metro area      West
465     $150,000 or more   Now Married     Metro area   MidWest
466 $100,000 to $149,999 Never married     Metro area      West
467     $150,000 or more   Now Married     Metro area     South
468   $50,000 to $74,999 Never married     Metro area     South
469     $150,000 or more       Widowed     Metro area      West
470     $150,000 or more   Now Married     Metro area NorthEast
471   $25,000 to $49,999       Widowed     Metro area     South
472   $10,000 to $24,999     Separated     Metro area     South
473 $100,000 to $149,999   Now Married     Metro area NorthEast
474 $100,000 to $149,999   Now Married     Metro area     South
475   $25,000 to $49,999     Separated     Metro area     South
476   $50,000 to $74,999 Never married     Metro area      West
477   $50,000 to $74,999   Now Married     Metro area   MidWest
478 $100,000 to $149,999   Now Married     Metro area     South
479   $25,000 to $49,999   Now Married     Metro area   MidWest
480     $150,000 or more   Now Married     Metro area      West
481     $150,000 or more   Now Married Non-metro area   MidWest
482   $50,000 to $74,999      Divorced     Metro area     South
483     $150,000 or more   Now Married     Metro area      West
484   $75,000 to $99,999   Now Married     Metro area      West
485 $100,000 to $149,999 Never married     Metro area      West
486   $10,000 to $24,999   Now Married     Metro area      West
487   $50,000 to $74,999      Divorced     Metro area      West
488   $10,000 to $24,999       Widowed     Metro area      West
489     $150,000 or more   Now Married     Metro area      West
490     $150,000 or more   Now Married     Metro area      West
491    Less than $10,000   Now Married     Metro area     South
492 $100,000 to $149,999   Now Married     Metro area      West
493   $25,000 to $49,999   Now Married     Metro area     South
494   $75,000 to $99,999   Now Married     Metro area      West
495   $25,000 to $49,999   Now Married     Metro area     South
496   $50,000 to $74,999   Now Married     Metro area     South
497   $50,000 to $74,999 Never married     Metro area      West
498     $150,000 or more   Now Married Non-metro area   MidWest
499   $25,000 to $49,999       Widowed Non-metro area   MidWest
500   $50,000 to $74,999      Divorced Non-metro area NorthEast
501     $150,000 or more Never married     Metro area      West
502 $100,000 to $149,999   Now Married     Metro area     South
503   $50,000 to $74,999   Now Married Non-metro area   MidWest
504   $25,000 to $49,999   Now Married Non-metro area   MidWest
505     $150,000 or more Never married     Metro area     South
506     $150,000 or more   Now Married     Metro area   MidWest
507    Less than $10,000 Never married     Metro area     South
508   $10,000 to $24,999 Never married Non-metro area     South
509   $50,000 to $74,999   Now Married     Metro area     South
510     $150,000 or more   Now Married     Metro area     South
511   $50,000 to $74,999   Now Married Non-metro area      West
512     $150,000 or more      Divorced     Metro area   MidWest
513   $50,000 to $74,999       Widowed     Metro area      West
514   $25,000 to $49,999 Never married Non-metro area     South
515 $100,000 to $149,999   Now Married Non-metro area NorthEast
516     $150,000 or more   Now Married     Metro area      West
517   $50,000 to $74,999   Now Married Non-metro area   MidWest
518   $10,000 to $24,999   Now Married     Metro area      West
519   $50,000 to $74,999   Now Married     Metro area     South
520 $100,000 to $149,999   Now Married     Metro area      West
521   $75,000 to $99,999 Never married     Metro area      West
522 $100,000 to $149,999   Now Married     Metro area      West
523   $50,000 to $74,999   Now Married Non-metro area   MidWest
524   $50,000 to $74,999   Now Married     Metro area NorthEast
525     $150,000 or more Never married     Metro area     South
526    Less than $10,000 Never married     Metro area      West
527   $75,000 to $99,999      Divorced     Metro area NorthEast
                                                       pprent
1   Owned or being bought by you or someone in your household
2   Owned or being bought by you or someone in your household
3   Owned or being bought by you or someone in your household
4   Owned or being bought by you or someone in your household
5   Owned or being bought by you or someone in your household
6   Owned or being bought by you or someone in your household
7   Owned or being bought by you or someone in your household
8   Owned or being bought by you or someone in your household
9   Owned or being bought by you or someone in your household
10  Owned or being bought by you or someone in your household
11                      Occupied without payment of cash rent
12                                            Rented for cash
13  Owned or being bought by you or someone in your household
14                                            Rented for cash
15  Owned or being bought by you or someone in your household
16  Owned or being bought by you or someone in your household
17  Owned or being bought by you or someone in your household
18  Owned or being bought by you or someone in your household
19  Owned or being bought by you or someone in your household
20  Owned or being bought by you or someone in your household
21  Owned or being bought by you or someone in your household
22                                            Rented for cash
23  Owned or being bought by you or someone in your household
24  Owned or being bought by you or someone in your household
25  Owned or being bought by you or someone in your household
26  Owned or being bought by you or someone in your household
27  Owned or being bought by you or someone in your household
28  Owned or being bought by you or someone in your household
29  Owned or being bought by you or someone in your household
30  Owned or being bought by you or someone in your household
31  Owned or being bought by you or someone in your household
32  Owned or being bought by you or someone in your household
33  Owned or being bought by you or someone in your household
34  Owned or being bought by you or someone in your household
35  Owned or being bought by you or someone in your household
36  Owned or being bought by you or someone in your household
37  Owned or being bought by you or someone in your household
38  Owned or being bought by you or someone in your household
39                                            Rented for cash
40  Owned or being bought by you or someone in your household
41                                            Rented for cash
42  Owned or being bought by you or someone in your household
43                                            Rented for cash
44  Owned or being bought by you or someone in your household
45                                            Rented for cash
46  Owned or being bought by you or someone in your household
47  Owned or being bought by you or someone in your household
48  Owned or being bought by you or someone in your household
49  Owned or being bought by you or someone in your household
50  Owned or being bought by you or someone in your household
51  Owned or being bought by you or someone in your household
52  Owned or being bought by you or someone in your household
53                                            Rented for cash
54  Owned or being bought by you or someone in your household
55  Owned or being bought by you or someone in your household
56  Owned or being bought by you or someone in your household
57  Owned or being bought by you or someone in your household
58  Owned or being bought by you or someone in your household
59  Owned or being bought by you or someone in your household
60  Owned or being bought by you or someone in your household
61  Owned or being bought by you or someone in your household
62  Owned or being bought by you or someone in your household
63                      Occupied without payment of cash rent
64                                            Rented for cash
65  Owned or being bought by you or someone in your household
66  Owned or being bought by you or someone in your household
67  Owned or being bought by you or someone in your household
68  Owned or being bought by you or someone in your household
69  Owned or being bought by you or someone in your household
70  Owned or being bought by you or someone in your household
71  Owned or being bought by you or someone in your household
72  Owned or being bought by you or someone in your household
73  Owned or being bought by you or someone in your household
74  Owned or being bought by you or someone in your household
75  Owned or being bought by you or someone in your household
76  Owned or being bought by you or someone in your household
77  Owned or being bought by you or someone in your household
78  Owned or being bought by you or someone in your household
79                      Occupied without payment of cash rent
80                                            Rented for cash
81  Owned or being bought by you or someone in your household
82  Owned or being bought by you or someone in your household
83  Owned or being bought by you or someone in your household
84                                            Rented for cash
85  Owned or being bought by you or someone in your household
86  Owned or being bought by you or someone in your household
87  Owned or being bought by you or someone in your household
88  Owned or being bought by you or someone in your household
89                      Occupied without payment of cash rent
90  Owned or being bought by you or someone in your household
91  Owned or being bought by you or someone in your household
92  Owned or being bought by you or someone in your household
93  Owned or being bought by you or someone in your household
94  Owned or being bought by you or someone in your household
95  Owned or being bought by you or someone in your household
96                                            Rented for cash
97  Owned or being bought by you or someone in your household
98  Owned or being bought by you or someone in your household
99  Owned or being bought by you or someone in your household
100 Owned or being bought by you or someone in your household
101 Owned or being bought by you or someone in your household
102 Owned or being bought by you or someone in your household
103 Owned or being bought by you or someone in your household
104                                           Rented for cash
105 Owned or being bought by you or someone in your household
106 Owned or being bought by you or someone in your household
107                                           Rented for cash
108                                           Rented for cash
109 Owned or being bought by you or someone in your household
110 Owned or being bought by you or someone in your household
111 Owned or being bought by you or someone in your household
112 Owned or being bought by you or someone in your household
113 Owned or being bought by you or someone in your household
114 Owned or being bought by you or someone in your household
115 Owned or being bought by you or someone in your household
116 Owned or being bought by you or someone in your household
117 Owned or being bought by you or someone in your household
118 Owned or being bought by you or someone in your household
119 Owned or being bought by you or someone in your household
120 Owned or being bought by you or someone in your household
121 Owned or being bought by you or someone in your household
122                                           Rented for cash
123 Owned or being bought by you or someone in your household
124 Owned or being bought by you or someone in your household
125 Owned or being bought by you or someone in your household
126 Owned or being bought by you or someone in your household
127 Owned or being bought by you or someone in your household
128                                           Rented for cash
129 Owned or being bought by you or someone in your household
130 Owned or being bought by you or someone in your household
131 Owned or being bought by you or someone in your household
132 Owned or being bought by you or someone in your household
133 Owned or being bought by you or someone in your household
134 Owned or being bought by you or someone in your household
135 Owned or being bought by you or someone in your household
136 Owned or being bought by you or someone in your household
137 Owned or being bought by you or someone in your household
138 Owned or being bought by you or someone in your household
139                                           Rented for cash
140 Owned or being bought by you or someone in your household
141 Owned or being bought by you or someone in your household
142 Owned or being bought by you or someone in your household
143 Owned or being bought by you or someone in your household
144 Owned or being bought by you or someone in your household
145 Owned or being bought by you or someone in your household
146 Owned or being bought by you or someone in your household
147                                           Rented for cash
148 Owned or being bought by you or someone in your household
149 Owned or being bought by you or someone in your household
150                                           Rented for cash
151 Owned or being bought by you or someone in your household
152 Owned or being bought by you or someone in your household
153 Owned or being bought by you or someone in your household
154                                           Rented for cash
155 Owned or being bought by you or someone in your household
156                                           Rented for cash
157 Owned or being bought by you or someone in your household
158 Owned or being bought by you or someone in your household
159 Owned or being bought by you or someone in your household
160 Owned or being bought by you or someone in your household
161 Owned or being bought by you or someone in your household
162                     Occupied without payment of cash rent
163                                           Rented for cash
164 Owned or being bought by you or someone in your household
165 Owned or being bought by you or someone in your household
166 Owned or being bought by you or someone in your household
167 Owned or being bought by you or someone in your household
168 Owned or being bought by you or someone in your household
169 Owned or being bought by you or someone in your household
170 Owned or being bought by you or someone in your household
171 Owned or being bought by you or someone in your household
172 Owned or being bought by you or someone in your household
173 Owned or being bought by you or someone in your household
174 Owned or being bought by you or someone in your household
175 Owned or being bought by you or someone in your household
176 Owned or being bought by you or someone in your household
177 Owned or being bought by you or someone in your household
178 Owned or being bought by you or someone in your household
179 Owned or being bought by you or someone in your household
180 Owned or being bought by you or someone in your household
181                                           Rented for cash
182 Owned or being bought by you or someone in your household
183                     Occupied without payment of cash rent
184 Owned or being bought by you or someone in your household
185                                           Rented for cash
186 Owned or being bought by you or someone in your household
187                                           Rented for cash
188 Owned or being bought by you or someone in your household
189 Owned or being bought by you or someone in your household
190 Owned or being bought by you or someone in your household
191                                           Rented for cash
192                                           Rented for cash
193                                           Rented for cash
194 Owned or being bought by you or someone in your household
195 Owned or being bought by you or someone in your household
196 Owned or being bought by you or someone in your household
197 Owned or being bought by you or someone in your household
198 Owned or being bought by you or someone in your household
199 Owned or being bought by you or someone in your household
200 Owned or being bought by you or someone in your household
201 Owned or being bought by you or someone in your household
202 Owned or being bought by you or someone in your household
203 Owned or being bought by you or someone in your household
204                                           Rented for cash
205 Owned or being bought by you or someone in your household
206 Owned or being bought by you or someone in your household
207 Owned or being bought by you or someone in your household
208                     Occupied without payment of cash rent
209 Owned or being bought by you or someone in your household
210 Owned or being bought by you or someone in your household
211 Owned or being bought by you or someone in your household
212 Owned or being bought by you or someone in your household
213                                           Rented for cash
214 Owned or being bought by you or someone in your household
215 Owned or being bought by you or someone in your household
216 Owned or being bought by you or someone in your household
217                                           Rented for cash
218 Owned or being bought by you or someone in your household
219 Owned or being bought by you or someone in your household
220 Owned or being bought by you or someone in your household
221                                           Rented for cash
222 Owned or being bought by you or someone in your household
223                                           Rented for cash
224 Owned or being bought by you or someone in your household
225 Owned or being bought by you or someone in your household
226 Owned or being bought by you or someone in your household
227 Owned or being bought by you or someone in your household
228 Owned or being bought by you or someone in your household
229 Owned or being bought by you or someone in your household
230 Owned or being bought by you or someone in your household
231 Owned or being bought by you or someone in your household
232 Owned or being bought by you or someone in your household
233 Owned or being bought by you or someone in your household
234 Owned or being bought by you or someone in your household
235                                           Rented for cash
236                                           Rented for cash
237 Owned or being bought by you or someone in your household
238 Owned or being bought by you or someone in your household
239 Owned or being bought by you or someone in your household
240 Owned or being bought by you or someone in your household
241 Owned or being bought by you or someone in your household
242 Owned or being bought by you or someone in your household
243 Owned or being bought by you or someone in your household
244 Owned or being bought by you or someone in your household
245 Owned or being bought by you or someone in your household
246 Owned or being bought by you or someone in your household
247                                           Rented for cash
248 Owned or being bought by you or someone in your household
249 Owned or being bought by you or someone in your household
250 Owned or being bought by you or someone in your household
251 Owned or being bought by you or someone in your household
252 Owned or being bought by you or someone in your household
253 Owned or being bought by you or someone in your household
254 Owned or being bought by you or someone in your household
255 Owned or being bought by you or someone in your household
256                                           Rented for cash
257 Owned or being bought by you or someone in your household
258                                           Rented for cash
259 Owned or being bought by you or someone in your household
260 Owned or being bought by you or someone in your household
261                                           Rented for cash
262 Owned or being bought by you or someone in your household
263 Owned or being bought by you or someone in your household
264 Owned or being bought by you or someone in your household
265                                           Rented for cash
266 Owned or being bought by you or someone in your household
267                                           Rented for cash
268                                           Rented for cash
269 Owned or being bought by you or someone in your household
270 Owned or being bought by you or someone in your household
271 Owned or being bought by you or someone in your household
272 Owned or being bought by you or someone in your household
273 Owned or being bought by you or someone in your household
274 Owned or being bought by you or someone in your household
275 Owned or being bought by you or someone in your household
276                                           Rented for cash
277 Owned or being bought by you or someone in your household
278 Owned or being bought by you or someone in your household
279 Owned or being bought by you or someone in your household
280 Owned or being bought by you or someone in your household
281 Owned or being bought by you or someone in your household
282 Owned or being bought by you or someone in your household
283 Owned or being bought by you or someone in your household
284 Owned or being bought by you or someone in your household
285                                           Rented for cash
286                                           Rented for cash
287 Owned or being bought by you or someone in your household
288 Owned or being bought by you or someone in your household
289                                           Rented for cash
290                                           Rented for cash
291 Owned or being bought by you or someone in your household
292 Owned or being bought by you or someone in your household
293 Owned or being bought by you or someone in your household
294 Owned or being bought by you or someone in your household
295 Owned or being bought by you or someone in your household
296 Owned or being bought by you or someone in your household
297 Owned or being bought by you or someone in your household
298 Owned or being bought by you or someone in your household
299                                           Rented for cash
300                                           Rented for cash
301 Owned or being bought by you or someone in your household
302 Owned or being bought by you or someone in your household
303 Owned or being bought by you or someone in your household
304 Owned or being bought by you or someone in your household
305 Owned or being bought by you or someone in your household
306 Owned or being bought by you or someone in your household
307 Owned or being bought by you or someone in your household
308                                           Rented for cash
309 Owned or being bought by you or someone in your household
310 Owned or being bought by you or someone in your household
311 Owned or being bought by you or someone in your household
312 Owned or being bought by you or someone in your household
313                                           Rented for cash
314 Owned or being bought by you or someone in your household
315 Owned or being bought by you or someone in your household
316 Owned or being bought by you or someone in your household
317 Owned or being bought by you or someone in your household
318 Owned or being bought by you or someone in your household
319 Owned or being bought by you or someone in your household
320 Owned or being bought by you or someone in your household
321 Owned or being bought by you or someone in your household
322 Owned or being bought by you or someone in your household
323 Owned or being bought by you or someone in your household
324                                           Rented for cash
325                                           Rented for cash
326 Owned or being bought by you or someone in your household
327                                           Rented for cash
328 Owned or being bought by you or someone in your household
329 Owned or being bought by you or someone in your household
330 Owned or being bought by you or someone in your household
331 Owned or being bought by you or someone in your household
332 Owned or being bought by you or someone in your household
333 Owned or being bought by you or someone in your household
334 Owned or being bought by you or someone in your household
335                                           Rented for cash
336                                           Rented for cash
337 Owned or being bought by you or someone in your household
338 Owned or being bought by you or someone in your household
339                                           Rented for cash
340 Owned or being bought by you or someone in your household
341 Owned or being bought by you or someone in your household
342 Owned or being bought by you or someone in your household
343                                           Rented for cash
344 Owned or being bought by you or someone in your household
345 Owned or being bought by you or someone in your household
346 Owned or being bought by you or someone in your household
347 Owned or being bought by you or someone in your household
348                                           Rented for cash
349                                           Rented for cash
350 Owned or being bought by you or someone in your household
351 Owned or being bought by you or someone in your household
352 Owned or being bought by you or someone in your household
353 Owned or being bought by you or someone in your household
354                                           Rented for cash
355                                           Rented for cash
356 Owned or being bought by you or someone in your household
357                                           Rented for cash
358                                           Rented for cash
359                                           Rented for cash
360 Owned or being bought by you or someone in your household
361                                           Rented for cash
362 Owned or being bought by you or someone in your household
363 Owned or being bought by you or someone in your household
364 Owned or being bought by you or someone in your household
365 Owned or being bought by you or someone in your household
366 Owned or being bought by you or someone in your household
367 Owned or being bought by you or someone in your household
368 Owned or being bought by you or someone in your household
369 Owned or being bought by you or someone in your household
370 Owned or being bought by you or someone in your household
371                                           Rented for cash
372 Owned or being bought by you or someone in your household
373                                           Rented for cash
374 Owned or being bought by you or someone in your household
375                                           Rented for cash
376 Owned or being bought by you or someone in your household
377                                           Rented for cash
378 Owned or being bought by you or someone in your household
379 Owned or being bought by you or someone in your household
380 Owned or being bought by you or someone in your household
381 Owned or being bought by you or someone in your household
382 Owned or being bought by you or someone in your household
383 Owned or being bought by you or someone in your household
384 Owned or being bought by you or someone in your household
385                                           Rented for cash
386 Owned or being bought by you or someone in your household
387                                           Rented for cash
388 Owned or being bought by you or someone in your household
389 Owned or being bought by you or someone in your household
390                     Occupied without payment of cash rent
391 Owned or being bought by you or someone in your household
392 Owned or being bought by you or someone in your household
393                                           Rented for cash
394 Owned or being bought by you or someone in your household
395 Owned or being bought by you or someone in your household
396 Owned or being bought by you or someone in your household
397 Owned or being bought by you or someone in your household
398 Owned or being bought by you or someone in your household
399 Owned or being bought by you or someone in your household
400                                           Rented for cash
401                                           Rented for cash
402 Owned or being bought by you or someone in your household
403                                           Rented for cash
404 Owned or being bought by you or someone in your household
405 Owned or being bought by you or someone in your household
406                                           Rented for cash
407 Owned or being bought by you or someone in your household
408 Owned or being bought by you or someone in your household
409 Owned or being bought by you or someone in your household
410 Owned or being bought by you or someone in your household
411 Owned or being bought by you or someone in your household
412                                           Rented for cash
413 Owned or being bought by you or someone in your household
414 Owned or being bought by you or someone in your household
415                                           Rented for cash
416 Owned or being bought by you or someone in your household
417                                           Rented for cash
418 Owned or being bought by you or someone in your household
419                                           Rented for cash
420 Owned or being bought by you or someone in your household
421 Owned or being bought by you or someone in your household
422 Owned or being bought by you or someone in your household
423 Owned or being bought by you or someone in your household
424 Owned or being bought by you or someone in your household
425 Owned or being bought by you or someone in your household
426                                           Rented for cash
427 Owned or being bought by you or someone in your household
428 Owned or being bought by you or someone in your household
429                                           Rented for cash
430 Owned or being bought by you or someone in your household
431 Owned or being bought by you or someone in your household
432 Owned or being bought by you or someone in your household
433 Owned or being bought by you or someone in your household
434 Owned or being bought by you or someone in your household
435                                           Rented for cash
436                                           Rented for cash
437 Owned or being bought by you or someone in your household
438 Owned or being bought by you or someone in your household
439 Owned or being bought by you or someone in your household
440 Owned or being bought by you or someone in your household
441 Owned or being bought by you or someone in your household
442 Owned or being bought by you or someone in your household
443                                           Rented for cash
444 Owned or being bought by you or someone in your household
445 Owned or being bought by you or someone in your household
446 Owned or being bought by you or someone in your household
447 Owned or being bought by you or someone in your household
448 Owned or being bought by you or someone in your household
449                                           Rented for cash
450 Owned or being bought by you or someone in your household
451 Owned or being bought by you or someone in your household
452 Owned or being bought by you or someone in your household
453                     Occupied without payment of cash rent
454                                           Rented for cash
455                                           Rented for cash
456 Owned or being bought by you or someone in your household
457 Owned or being bought by you or someone in your household
458 Owned or being bought by you or someone in your household
459 Owned or being bought by you or someone in your household
460                                           Rented for cash
461                                           Rented for cash
462                                           Rented for cash
463                                           Rented for cash
464 Owned or being bought by you or someone in your household
465 Owned or being bought by you or someone in your household
466 Owned or being bought by you or someone in your household
467 Owned or being bought by you or someone in your household
468                                           Rented for cash
469 Owned or being bought by you or someone in your household
470 Owned or being bought by you or someone in your household
471                                           Rented for cash
472                                           Rented for cash
473 Owned or being bought by you or someone in your household
474 Owned or being bought by you or someone in your household
475                                           Rented for cash
476 Owned or being bought by you or someone in your household
477                                           Rented for cash
478 Owned or being bought by you or someone in your household
479 Owned or being bought by you or someone in your household
480 Owned or being bought by you or someone in your household
481 Owned or being bought by you or someone in your household
482 Owned or being bought by you or someone in your household
483 Owned or being bought by you or someone in your household
484                                           Rented for cash
485 Owned or being bought by you or someone in your household
486                                           Rented for cash
487 Owned or being bought by you or someone in your household
488 Owned or being bought by you or someone in your household
489 Owned or being bought by you or someone in your household
490 Owned or being bought by you or someone in your household
491                                           Rented for cash
492 Owned or being bought by you or someone in your household
493                                           Rented for cash
494                                           Rented for cash
495 Owned or being bought by you or someone in your household
496 Owned or being bought by you or someone in your household
497 Owned or being bought by you or someone in your household
498 Owned or being bought by you or someone in your household
499 Owned or being bought by you or someone in your household
500                                           Rented for cash
501                                           Rented for cash
502 Owned or being bought by you or someone in your household
503 Owned or being bought by you or someone in your household
504 Owned or being bought by you or someone in your household
505 Owned or being bought by you or someone in your household
506 Owned or being bought by you or someone in your household
507                                           Rented for cash
508                     Occupied without payment of cash rent
509 Owned or being bought by you or someone in your household
510 Owned or being bought by you or someone in your household
511 Owned or being bought by you or someone in your household
512 Owned or being bought by you or someone in your household
513 Owned or being bought by you or someone in your household
514                                           Rented for cash
515 Owned or being bought by you or someone in your household
516 Owned or being bought by you or someone in your household
517 Owned or being bought by you or someone in your household
518 Owned or being bought by you or someone in your household
519 Owned or being bought by you or someone in your household
520 Owned or being bought by you or someone in your household
521                                           Rented for cash
522 Owned or being bought by you or someone in your household
523                                           Rented for cash
524 Owned or being bought by you or someone in your household
525 Owned or being bought by you or someone in your household
526                                           Rented for cash
527 Owned or being bought by you or someone in your household
                ppstaten                              PPWORKA          ppemploy
1                Florida                              Retired       Not working
2               Kentucky                              Retired       Not working
3                Florida                              Retired       Not working
4           Pennsylvania                              Retired       Not working
5               Michigan                              Retired       Not working
6               Missouri Employed part-time (by someone else) Working part-time
7             New Jersey Employed full-time (by someone else) Working full-time
8                Georgia                              Retired       Not working
9             Washington                            Homemaker       Not working
10         New Hampshire Employed full-time (by someone else) Working full-time
11          Pennsylvania                                Other       Not working
12              Maryland Employed full-time (by someone else) Working full-time
13            California                              Retired       Not working
14               Arizona Employed full-time (by someone else) Working full-time
15                 Texas                              Retired       Not working
16            New Jersey Employed full-time (by someone else) Working full-time
17          North Dakota Employed full-time (by someone else) Working full-time
18           Connecticut Employed full-time (by someone else) Working full-time
19              Michigan                              Retired       Not working
20              Michigan                              Retired       Not working
21         Massachusetts Employed full-time (by someone else) Working full-time
22            California Employed full-time (by someone else) Working full-time
23                Oregon Employed full-time (by someone else) Working full-time
24            California                              Retired       Not working
25                 Texas                              Retired       Not working
26            California Employed full-time (by someone else) Working full-time
27              Illinois Employed full-time (by someone else) Working full-time
28              Arkansas                              Retired       Not working
29        South Carolina                              Retired       Not working
30          Pennsylvania                              Retired       Not working
31             Tennessee Employed full-time (by someone else) Working full-time
32               Arizona                            Homemaker       Not working
33                Hawaii                              Retired       Not working
34                Kansas Employed full-time (by someone else) Working full-time
35          Pennsylvania                              Retired Working full-time
36                 Texas Employed full-time (by someone else) Working full-time
37          Pennsylvania Employed full-time (by someone else) Working full-time
38            California                            Homemaker       Not working
39          Pennsylvania Employed full-time (by someone else) Working full-time
40              Colorado                        Self-employed Working full-time
41            Washington Employed full-time (by someone else) Working part-time
42             Louisiana Employed full-time (by someone else) Working full-time
43               Georgia                            Homemaker       Not working
44                 Texas                              Retired       Not working
45              Virginia                                Other Working full-time
46               Georgia Employed full-time (by someone else) Working full-time
47             Wisconsin                              Retired       Not working
48             Wisconsin                              Retired       Not working
49               Vermont                              Retired       Not working
50               Florida                              Retired       Not working
51                  Ohio                        Self-employed Working full-time
52          Pennsylvania                              Retired       Not working
53              Missouri                              Retired       Not working
54        North Carolina                              Retired       Not working
55            New Jersey                              Retired       Not working
56            California Employed full-time (by someone else) Working full-time
57              New York Employed full-time (by someone else) Working full-time
58              Kentucky                              Retired       Not working
59                 Texas                              Retired       Not working
60                Nevada Employed full-time (by someone else) Working full-time
61          Pennsylvania                        Self-employed Working full-time
62                  Ohio                              Retired       Not working
63              Michigan                              Retired       Not working
64               Arizona                              Retired       Not working
65                 Texas                              Retired       Not working
66              New York                              Retired       Not working
67               Florida                              Retired Working part-time
68              Nebraska                              Retired       Not working
69                Hawaii                              Retired       Not working
70                 Idaho                              Retired       Not working
71           Connecticut                              Retired       Not working
72                  Ohio                              Retired       Not working
73             Louisiana Employed full-time (by someone else) Working full-time
74        South Carolina                              Retired       Not working
75             Wisconsin Employed full-time (by someone else) Working full-time
76              Kentucky                              Retired       Not working
77          Pennsylvania                              Retired       Not working
78               Florida                              Retired       Not working
79             Louisiana                              Retired       Not working
80             Wisconsin Employed full-time (by someone else) Working full-time
81               Florida Employed full-time (by someone else) Working full-time
82          Pennsylvania Employed full-time (by someone else) Working full-time
83                  Ohio                            Homemaker       Not working
84              New York                        Self-employed Working full-time
85                 Texas                              Retired       Not working
86               Alabama                              Retired       Not working
87            California                            Homemaker       Not working
88             Minnesota                              Retired       Not working
89          Pennsylvania                            Homemaker       Not working
90              Illinois Employed full-time (by someone else) Working full-time
91              Illinois                        Self-employed Working part-time
92              Colorado                              Retired       Not working
93              Illinois Employed full-time (by someone else) Working full-time
94            New Jersey                              Retired       Not working
95               Montana                              Retired       Not working
96                  Utah Employed full-time (by someone else) Working full-time
97            New Mexico                              Retired       Not working
98            California Employed full-time (by someone else) Working full-time
99                Nevada                              Retired       Not working
100             Michigan                            Homemaker       Not working
101                 Ohio Employed full-time (by someone else) Working full-time
102              Florida Employed full-time (by someone else) Working full-time
103              Florida Employed full-time (by someone else) Working full-time
104             Maryland                              Retired       Not working
105              Florida Employed full-time (by someone else) Working full-time
106             Arkansas Employed part-time (by someone else) Working part-time
107           California                              Retired Working part-time
108               Kansas                   Currently laid off       Not working
109             Oklahoma                   Currently laid off       Not working
110             New York                              Retired       Not working
111                 Ohio Employed part-time (by someone else) Working full-time
112           New Mexico Employed full-time (by someone else) Working full-time
113         Pennsylvania                              Retired       Not working
114                Texas Employed full-time (by someone else) Working full-time
115             Michigan                              Retired       Not working
116                 Ohio                              Retired       Not working
117             Illinois                              Retired       Not working
118             Illinois Employed full-time (by someone else) Working full-time
119              Florida Employed full-time (by someone else) Working full-time
120                 Ohio Employed full-time (by someone else) Working full-time
121            Wisconsin Employed part-time (by someone else) Working part-time
122                Texas                            Homemaker       Not working
123           California                              Retired       Not working
124           California                        Self-employed Working full-time
125              Florida Employed full-time (by someone else) Working full-time
126               Oregon                                Other Working full-time
127        New Hampshire Employed full-time (by someone else) Working full-time
128                 Ohio                              Retired       Not working
129           Washington                              Retired       Not working
130             Virginia Employed part-time (by someone else) Working part-time
131            Wisconsin                                Other Working part-time
132        Massachusetts Employed full-time (by someone else) Working full-time
133           New Jersey Employed full-time (by someone else) Working full-time
134              Georgia Employed full-time (by someone else) Working full-time
135                 Ohio                              Retired       Not working
136             Michigan                              Retired       Not working
137              Georgia                    Full Time Student       Not working
138              Alabama Employed full-time (by someone else) Working full-time
139         Pennsylvania Employed full-time (by someone else) Working full-time
140              Arizona Employed full-time (by someone else) Working full-time
141            Tennessee Employed full-time (by someone else) Working full-time
142              Florida Employed full-time (by someone else) Working full-time
143           California Employed full-time (by someone else) Working full-time
144              Georgia Employed full-time (by someone else) Working full-time
145                Texas Employed full-time (by someone else) Working full-time
146           California                              Retired       Not working
147             Oklahoma                              Retired Working full-time
148           New Jersey                              Retired       Not working
149              Arizona Employed full-time (by someone else) Working full-time
150           California Employed full-time (by someone else) Working full-time
151               Kansas Employed full-time (by someone else) Working part-time
152              Florida                              Retired       Not working
153              Florida                              Retired       Not working
154                 Ohio Employed full-time (by someone else) Working full-time
155                 Utah Employed full-time (by someone else) Working full-time
156                Texas                                Other       Not working
157             Maryland Employed full-time (by someone else) Working full-time
158            Louisiana Employed full-time (by someone else) Working full-time
159               Oregon Employed full-time (by someone else) Working full-time
160            Minnesota Employed full-time (by someone else) Working full-time
161              Florida Employed full-time (by someone else) Working full-time
162           California Employed full-time (by someone else) Working full-time
163             Michigan Employed part-time (by someone else) Working part-time
164           New Jersey Employed full-time (by someone else) Working full-time
165              Georgia Employed full-time (by someone else) Working full-time
166               Oregon                              Retired       Not working
167            Wisconsin Employed full-time (by someone else) Working full-time
168              Indiana                              Retired       Not working
169       North Carolina Employed part-time (by someone else) Working part-time
170             Illinois Employed full-time (by someone else) Working full-time
171                Texas                            Homemaker       Not working
172                Texas                              Retired       Not working
173              Georgia Employed full-time (by someone else) Working full-time
174               Hawaii Employed full-time (by someone else) Working full-time
175       North Carolina Employed full-time (by someone else) Working full-time
176           Washington Employed full-time (by someone else) Working full-time
177            Tennessee                              Retired       Not working
178             Colorado Employed full-time (by someone else) Working full-time
179             Missouri                              Retired       Not working
180         Pennsylvania Employed part-time (by someone else) Working part-time
181            Minnesota                    Full Time Student       Not working
182       South Carolina                        Self-employed Working part-time
183             Missouri                        Self-employed       Not working
184                Texas                              Retired       Not working
185             Illinois Employed full-time (by someone else) Working full-time
186              Florida                              Retired       Not working
187           California Employed part-time (by someone else)       Not working
188            Wisconsin                              Retired       Not working
189        Massachusetts                              Retired       Not working
190             Kentucky                        Self-employed Working full-time
191                Texas Employed full-time (by someone else) Working full-time
192         Pennsylvania Employed full-time (by someone else) Working full-time
193           California                              Retired Working full-time
194           Washington                              Retired       Not working
195        Massachusetts                        Self-employed Working full-time
196                Texas                              Retired       Not working
197             Illinois Employed full-time (by someone else) Working full-time
198             Michigan                              Retired       Not working
199              Florida                              Retired       Not working
200             Illinois Employed part-time (by someone else) Working part-time
201                 Utah                        Self-employed Working part-time
202              Florida Employed full-time (by someone else) Working full-time
203             Maryland Employed full-time (by someone else) Working full-time
204               Oregon                              Retired       Not working
205              Alabama Employed full-time (by someone else) Working full-time
206       North Carolina Employed full-time (by someone else) Working full-time
207             Arkansas                                Other       Not working
208           California Employed full-time (by someone else) Working full-time
209             Kentucky                              Retired       Not working
210             Illinois Employed full-time (by someone else) Working full-time
211             Virginia Employed full-time (by someone else) Working full-time
212              Arizona                            Homemaker Working full-time
213           New Jersey Employed full-time (by someone else) Working full-time
214             Illinois Employed full-time (by someone else) Working full-time
215           California                              Retired Working part-time
216              Florida Employed full-time (by someone else) Working full-time
217         Pennsylvania Employed part-time (by someone else) Working part-time
218                 Ohio                              Retired       Not working
219         South Dakota Employed full-time (by someone else) Working full-time
220         Pennsylvania                              Retired       Not working
221            Tennessee                                Other       Not working
222       North Carolina Employed full-time (by someone else) Working full-time
223               Oregon Employed full-time (by someone else) Working full-time
224             New York                        Self-employed       Not working
225          Mississippi                              Retired       Not working
226             Nebraska                              Retired       Not working
227             Maryland Employed full-time (by someone else) Working full-time
228             New York                    Full Time Student       Not working
229        Massachusetts                            Homemaker Working full-time
230              Florida                              Retired       Not working
231                Texas                              Retired Working part-time
232        Massachusetts                              Retired       Not working
233             Illinois Employed full-time (by someone else) Working full-time
234       North Carolina                              Retired       Not working
235           California Employed full-time (by someone else) Working full-time
236       North Carolina Employed full-time (by someone else) Working full-time
237                Texas                              Retired       Not working
238             Virginia                              Retired       Not working
239         Pennsylvania                              Retired       Not working
240         Pennsylvania                        Self-employed Working part-time
241                 Utah Employed full-time (by someone else) Working full-time
242        Massachusetts                        Self-employed Working part-time
243        Massachusetts Employed full-time (by someone else) Working full-time
244         Pennsylvania Employed full-time (by someone else) Working part-time
245               Nevada                        Self-employed Working full-time
246             Illinois Employed part-time (by someone else) Working part-time
247             Arkansas                              Retired Working part-time
248             Arkansas Employed full-time (by someone else) Working full-time
249            Tennessee Employed full-time (by someone else) Working full-time
250             Kentucky                              Retired       Not working
251              Georgia                              Retired       Not working
252               Nevada                              Retired       Not working
253           California                              Retired       Not working
254             Kentucky Employed full-time (by someone else) Working full-time
255             Missouri                        Self-employed Working full-time
256               Oregon                              Retired       Not working
257           California                              Retired       Not working
258             Michigan                              Retired       Not working
259         Pennsylvania                              Retired       Not working
260                Texas Employed full-time (by someone else) Working full-time
261       South Carolina                          On furlough Working part-time
262           Washington Employed full-time (by someone else) Working full-time
263                 Utah Employed part-time (by someone else) Working part-time
264           Washington                            Homemaker       Not working
265             Michigan                            Homemaker       Not working
266                 Ohio Employed full-time (by someone else) Working full-time
267             Delaware                              Retired       Not working
268              Georgia Employed full-time (by someone else) Working full-time
269                Texas Employed part-time (by someone else) Working part-time
270           New Jersey                            Homemaker       Not working
271             Virginia Employed full-time (by someone else) Working full-time
272             Nebraska Employed full-time (by someone else) Working full-time
273             New York Employed full-time (by someone else) Working full-time
274       North Carolina                              Retired       Not working
275           New Jersey Employed full-time (by someone else) Working full-time
276             Virginia                              Retired Working part-time
277       South Carolina Employed full-time (by someone else) Working full-time
278             Virginia Employed full-time (by someone else) Working full-time
279             Oklahoma                              Retired Working part-time
280           Washington Employed full-time (by someone else) Working full-time
281                 Ohio                              Retired       Not working
282           California Employed full-time (by someone else) Working full-time
283            Wisconsin Employed full-time (by someone else) Working full-time
284          Connecticut Employed full-time (by someone else) Working full-time
285          Mississippi                            Homemaker       Not working
286                Texas                              Retired       Not working
287           New Jersey                   Currently laid off       Not working
288                Texas Employed part-time (by someone else) Working part-time
289           California Employed full-time (by someone else) Working full-time
290              Florida                    Full Time Student       Not working
291           New Jersey                              Retired       Not working
292         Pennsylvania                              Retired       Not working
293        Massachusetts Employed full-time (by someone else) Working full-time
294           California                              Retired       Not working
295       North Carolina Employed full-time (by someone else) Working full-time
296               Nevada                        Self-employed Working part-time
297              Florida                              Retired       Not working
298                Texas Employed full-time (by someone else) Working full-time
299         Pennsylvania Employed full-time (by someone else) Working full-time
300           California Employed part-time (by someone else) Working part-time
301             Kentucky                            Homemaker       Not working
302 District of Columbia                              Retired       Not working
303           California                                Other Working full-time
304               Oregon Employed part-time (by someone else) Working part-time
305       South Carolina                              Retired       Not working
306         South Dakota Employed full-time (by someone else) Working full-time
307               Oregon Employed part-time (by someone else)       Not working
308             Illinois                   Currently laid off       Not working
309        West Virginia Employed full-time (by someone else) Working full-time
310             Illinois                        Self-employed Working full-time
311             New York                    Full Time Student Working part-time
312              Arizona Employed full-time (by someone else) Working full-time
313              Arizona Employed full-time (by someone else) Working full-time
314             Michigan                              Retired       Not working
315             Virginia                                Other       Not working
316              Florida                              Retired       Not working
317             Kentucky Employed full-time (by someone else) Working full-time
318              Wyoming                                Other Working full-time
319                 Utah Employed full-time (by someone else) Working full-time
320             Illinois Employed full-time (by someone else) Working full-time
321             New York                              Retired       Not working
322             New York                              Retired       Not working
323              Georgia                            Homemaker       Not working
324           New Jersey                        Self-employed Working full-time
325           New Jersey                   Currently laid off       Not working
326       South Carolina                              Retired       Not working
327             Maryland Employed full-time (by someone else) Working full-time
328         North Dakota Employed full-time (by someone else) Working full-time
329         Pennsylvania                   Currently laid off       Not working
330             Missouri                            Homemaker       Not working
331                 Utah Employed full-time (by someone else) Working full-time
332               Oregon                        Self-employed Working full-time
333           California                              Retired       Not working
334                Texas Employed full-time (by someone else) Working full-time
335           California                            Homemaker       Not working
336              Alabama Employed full-time (by someone else) Working full-time
337           Washington Employed full-time (by someone else) Working full-time
338              Florida                        Self-employed Working part-time
339                 Ohio Employed full-time (by someone else) Working full-time
340        Massachusetts                              Retired Working part-time
341       North Carolina Employed full-time (by someone else)       Not working
342              Montana                              Retired       Not working
343                Texas                        Self-employed Working full-time
344                Maine Employed full-time (by someone else) Working full-time
345              Georgia                              Retired       Not working
346             Illinois                            Homemaker Working full-time
347                Texas Employed full-time (by someone else) Working full-time
348                 Iowa Employed part-time (by someone else) Working full-time
349              Florida                        Self-employed Working part-time
350             Michigan                              Retired       Not working
351             Maryland Employed full-time (by someone else) Working full-time
352         Pennsylvania                        Self-employed Working full-time
353        Massachusetts Employed full-time (by someone else) Working full-time
354                Texas                   Currently laid off       Not working
355           California                            Homemaker       Not working
356                Maine                              Retired       Not working
357                Texas Employed part-time (by someone else)       Not working
358           California                                Other       Not working
359           California                              Retired Working full-time
360           California Employed full-time (by someone else) Working full-time
361               Kansas                            Homemaker       Not working
362             Missouri Employed full-time (by someone else) Working full-time
363        Massachusetts                              Retired       Not working
364              Florida Employed full-time (by someone else) Working full-time
365              Arizona                              Retired       Not working
366                Texas Employed full-time (by someone else) Working full-time
367           New Jersey                        Self-employed Working full-time
368             Michigan Employed part-time (by someone else) Working part-time
369                 Utah Employed full-time (by someone else) Working full-time
370                 Ohio Employed full-time (by someone else) Working full-time
371                Texas Employed full-time (by someone else) Working full-time
372                Texas                                Other       Not working
373               Kansas Employed part-time (by someone else) Working part-time
374           New Jersey Employed full-time (by someone else) Working part-time
375              Florida Employed part-time (by someone else) Working part-time
376        Massachusetts                        Self-employed Working part-time
377             New York                   Currently laid off       Not working
378             Illinois                    Full Time Student       Not working
379           New Jersey Employed full-time (by someone else) Working full-time
380               Kansas                        Self-employed Working full-time
381             Maryland Employed full-time (by someone else) Working full-time
382             Illinois Employed full-time (by someone else) Working full-time
383         North Dakota                              Retired       Not working
384            Tennessee Employed part-time (by someone else) Working part-time
385             New York                                Other       Not working
386             Illinois                              Retired       Not working
387       North Carolina Employed full-time (by someone else)       Not working
388                 Ohio Employed full-time (by someone else) Working full-time
389              Alabama                            Homemaker       Not working
390             Colorado Employed full-time (by someone else) Working full-time
391            Louisiana                            Homemaker       Not working
392           New Jersey Employed part-time (by someone else) Working part-time
393              Florida                   Currently laid off       Not working
394                 Iowa Employed full-time (by someone else) Working full-time
395           California Employed full-time (by someone else)       Not working
396       North Carolina                            Homemaker Working part-time
397           California Employed full-time (by someone else) Working full-time
398             Missouri Employed full-time (by someone else) Working full-time
399             Maryland Employed full-time (by someone else) Working full-time
400           New Jersey Employed full-time (by someone else) Working full-time
401            Minnesota Employed full-time (by someone else) Working full-time
402             Michigan Employed full-time (by someone else) Working part-time
403             Illinois                              Retired       Not working
404           California                              Retired       Not working
405              Arizona                              Retired Working part-time
406           California Employed full-time (by someone else) Working full-time
407              Indiana                            Homemaker       Not working
408               Kansas                            Homemaker       Not working
409                Texas                    Full Time Student       Not working
410             Michigan Employed full-time (by someone else) Working full-time
411               Oregon                        Self-employed Working part-time
412               Oregon Employed full-time (by someone else) Working full-time
413           California                        Self-employed Working full-time
414             Virginia Employed full-time (by someone else) Working full-time
415              Indiana Employed full-time (by someone else) Working full-time
416              Florida                              Retired       Not working
417             New York                   Currently laid off       Not working
418           California Employed full-time (by someone else) Working full-time
419        Massachusetts Employed full-time (by someone else) Working full-time
420                Texas                              Retired       Not working
421             Virginia Employed full-time (by someone else) Working full-time
422       North Carolina                        Self-employed Working part-time
423                Texas                                Other       Not working
424                Texas Employed part-time (by someone else) Working part-time
425                Texas Employed full-time (by someone else) Working full-time
426             Illinois Employed full-time (by someone else) Working full-time
427             New York                              Retired       Not working
428                 Ohio Employed full-time (by someone else) Working full-time
429             New York Employed full-time (by someone else) Working full-time
430             Virginia                              Retired       Not working
431            Wisconsin Employed part-time (by someone else) Working part-time
432            Wisconsin Employed part-time (by someone else) Working part-time
433             Virginia Employed full-time (by someone else) Working full-time
434             Michigan Employed full-time (by someone else) Working full-time
435         Pennsylvania Employed full-time (by someone else) Working full-time
436           New Jersey Employed full-time (by someone else) Working full-time
437            Wisconsin                    Full Time Student       Not working
438             Michigan                              Retired       Not working
439             Virginia Employed full-time (by someone else) Working full-time
440           Washington                            Homemaker Working part-time
441             Virginia                                Other       Not working
442              Arizona                              Retired       Not working
443             New York Employed full-time (by someone else) Working full-time
444       North Carolina Employed full-time (by someone else) Working full-time
445             Arkansas Employed full-time (by someone else) Working full-time
446           California                            Homemaker       Not working
447         Pennsylvania                              Retired       Not working
448           New Jersey                              Retired       Not working
449            Wisconsin                            Homemaker       Not working
450                Texas Employed full-time (by someone else) Working full-time
451              Florida Employed full-time (by someone else) Working full-time
452            Louisiana Employed full-time (by someone else) Working full-time
453              Georgia                        Self-employed Working full-time
454             Nebraska                                Other       Not working
455           California Employed full-time (by someone else) Working full-time
456                Texas                              Retired       Not working
457       South Carolina Employed full-time (by someone else) Working full-time
458            Minnesota                            Homemaker       Not working
459           California                              Retired       Not working
460              Georgia Employed part-time (by someone else) Working part-time
461             Virginia Employed full-time (by someone else) Working full-time
462            Tennessee                            Homemaker       Not working
463             New York Employed full-time (by someone else) Working full-time
464                Idaho                              Retired       Not working
465                 Ohio                              Retired       Not working
466             Colorado                                Other       Not working
467              Florida Employed full-time (by someone else) Working full-time
468             Kentucky Employed full-time (by someone else) Working full-time
469           California Employed part-time (by someone else) Working part-time
470          Connecticut                              Retired       Not working
471              Georgia Employed full-time (by someone else) Working full-time
472              Florida                              Retired       Not working
473             New York Employed full-time (by someone else) Working full-time
474                Texas                   Currently laid off Working full-time
475              Florida                            Homemaker Working part-time
476           California                                Other       Not working
477            Minnesota                            Homemaker       Not working
478                Texas                              Retired       Not working
479            Minnesota                              Retired       Not working
480           Washington Employed full-time (by someone else) Working full-time
481            Minnesota Employed full-time (by someone else) Working full-time
482                Texas Employed full-time (by someone else) Working full-time
483           Washington Employed full-time (by someone else) Working full-time
484           Washington Employed full-time (by someone else) Working full-time
485           Washington                              Retired       Not working
486           California Employed full-time (by someone else) Working full-time
487           Washington Employed full-time (by someone else) Working full-time
488              Arizona                              Retired       Not working
489           Washington Employed full-time (by someone else) Working full-time
490              Arizona Employed full-time (by someone else) Working full-time
491       South Carolina                                Other Working full-time
492           California                        Self-employed Working part-time
493                Texas                            Homemaker       Not working
494           California Employed full-time (by someone else) Working full-time
495       South Carolina                              Retired       Not working
496             Oklahoma                              Retired       Not working
497             Colorado                                Other       Not working
498                 Ohio Employed full-time (by someone else) Working full-time
499                 Iowa                              Retired Working part-time
500              Vermont Employed full-time (by someone else) Working full-time
501           California Employed full-time (by someone else) Working full-time
502       South Carolina                              Retired       Not working
503             Missouri Employed full-time (by someone else) Working full-time
504              Indiana Employed full-time (by someone else) Working full-time
505            Tennessee Employed full-time (by someone else) Working full-time
506              Indiana Employed full-time (by someone else) Working full-time
507            Louisiana                              Retired       Not working
508          Mississippi                   Currently laid off Working part-time
509       North Carolina                            Homemaker       Not working
510             Maryland                              Retired       Not working
511           New Mexico                              Retired Working part-time
512            Minnesota Employed full-time (by someone else) Working full-time
513           California Employed full-time (by someone else) Working full-time
514            Tennessee Employed full-time (by someone else) Working full-time
515         Pennsylvania Employed full-time (by someone else) Working full-time
516           Washington Employed full-time (by someone else) Working full-time
517         North Dakota                              Retired       Not working
518           California Employed part-time (by someone else) Working part-time
519             Kentucky                              Retired       Not working
520              Montana Employed full-time (by someone else) Working full-time
521           California Employed full-time (by someone else) Working full-time
522              Arizona Employed full-time (by someone else) Working full-time
523                 Ohio Employed full-time (by someone else) Working full-time
524          Connecticut                              Retired       Not working
525              Florida Employed full-time (by someone else) Working full-time
526           Washington                   Currently laid off       Not working
527        New Hampshire Employed full-time (by someone else) Working full-time
          Q1_a       Q1_b       Q1_c       Q1_d       Q1_e       Q1_f
1      Approve    Approve Disapprove    Approve    Approve Disapprove
2      Approve    Approve    Approve    Approve    Approve    Approve
3   Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
4      Approve    Approve    Approve    Approve    Approve    Approve
5      Approve    Approve    Approve    Approve    Approve    Approve
6      Approve    Approve    Approve    Approve Disapprove    Approve
7      Approve Disapprove Disapprove Disapprove Disapprove    Approve
8      Approve    Approve    Approve    Approve    Approve    Approve
9      Approve    Approve    Approve Disapprove    Approve Disapprove
10  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
11  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
12     Approve Disapprove    Approve Disapprove    Approve Disapprove
13     Approve    Approve    Approve    Approve    Approve    Approve
14  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
15  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
16  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
17  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
18  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
19  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
20  Disapprove    Approve    Approve    Approve Disapprove    Approve
21     Approve    Approve    Approve Disapprove    Approve    Approve
22     Approve    Approve    Approve    Approve    Approve    Approve
23     Approve    Approve    Approve    Approve    Approve    Approve
24  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
25     Approve    Approve    Approve Disapprove    Approve    Approve
26     Approve    Approve    Approve    Approve    Approve    Approve
27     Approve    Approve    Approve    Approve    Approve Disapprove
28  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
29  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
30  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
31  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
32  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
33  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
34     Approve Disapprove    Approve    Approve    Approve Disapprove
35     Approve    Approve    Approve    Approve    Approve    Approve
36  Disapprove Disapprove    Approve    Approve    Approve Disapprove
37     Approve Disapprove    Approve Disapprove    Approve    Approve
38  Disapprove Disapprove    Approve    Approve    Approve    Approve
39     Approve    Approve    Approve    Approve    Approve    Approve
40     Approve    Approve    Approve    Approve    Approve    Approve
41     Approve Disapprove    Approve Disapprove Disapprove    Approve
42     Approve    Approve    Approve    Approve    Approve    Approve
43     Approve    Approve    Approve    Approve    Approve    Approve
44  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
45     Approve Disapprove    Approve    Approve    Approve    Approve
46     Approve    Approve    Approve    Approve    Approve    Approve
47     Approve    Approve    Approve    Approve    Approve Disapprove
48     Approve Disapprove    Approve Disapprove    Approve    Approve
49  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
50     Approve    Approve    Approve Disapprove    Approve    Approve
51     Approve Disapprove    Approve Disapprove Disapprove    Approve
52  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
53  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
54     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
55     Approve    Skipped    Skipped    Skipped    Skipped    Skipped
56     Approve Disapprove    Approve Disapprove Disapprove Disapprove
57     Approve Disapprove    Approve    Approve    Approve    Approve
58  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
59  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
60     Approve Disapprove    Approve Disapprove Disapprove    Approve
61     Approve    Approve    Approve    Approve    Approve    Approve
62     Approve    Approve    Approve    Approve    Approve    Approve
63     Skipped Disapprove Disapprove Disapprove Disapprove    Approve
64  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
65     Approve Disapprove    Approve Disapprove    Approve Disapprove
66  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
67     Approve Disapprove    Approve    Approve Disapprove    Approve
68  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
69  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
70  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
71     Approve Disapprove    Approve Disapprove Disapprove Disapprove
72     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
73  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
74     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
75  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
76     Approve    Approve    Approve    Approve    Approve    Approve
77     Approve    Approve    Approve    Approve    Approve    Approve
78  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
79  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
80     Approve Disapprove Disapprove Disapprove Disapprove    Approve
81  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
82  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
83     Approve Disapprove Disapprove Disapprove Disapprove    Approve
84     Approve    Approve    Approve    Approve    Approve    Approve
85  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
86  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
87  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
88     Approve    Approve    Approve Disapprove Disapprove Disapprove
89     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
90     Approve    Approve    Approve    Approve    Approve    Approve
91     Approve    Approve    Approve Disapprove Disapprove Disapprove
92  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
93     Approve    Approve    Approve    Approve    Approve    Approve
94     Approve    Approve    Approve Disapprove Disapprove Disapprove
95     Approve Disapprove    Approve Disapprove Disapprove    Approve
96  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
97  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
98     Approve    Approve    Approve    Approve    Approve    Approve
99  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
100    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
101 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
102 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
103 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
104    Approve    Approve    Approve    Approve    Approve Disapprove
105 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
106    Approve    Approve    Approve    Approve    Approve    Approve
107 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
108    Approve    Skipped    Approve    Skipped    Approve    Skipped
109 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
110    Approve    Approve    Approve Disapprove    Approve Disapprove
111 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
112    Approve    Approve    Approve    Approve    Approve    Approve
113    Approve Disapprove    Approve    Approve Disapprove    Approve
114    Approve    Approve    Approve    Approve    Approve    Approve
115 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
116 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
117    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
118    Approve    Approve    Approve    Approve    Approve    Approve
119    Approve    Approve    Approve    Approve    Approve Disapprove
120    Approve    Approve    Approve    Approve    Approve    Approve
121    Approve    Approve    Approve    Approve    Approve    Approve
122 Disapprove    Approve    Approve Disapprove Disapprove    Approve
123 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
124    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
125    Approve Disapprove    Approve Disapprove Disapprove    Approve
126    Approve Disapprove Disapprove Disapprove Disapprove    Approve
127 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
128    Approve Disapprove Disapprove Disapprove    Approve Disapprove
129    Approve Disapprove    Approve    Approve    Approve    Approve
130    Approve    Approve    Approve    Approve    Approve    Approve
131    Approve    Skipped    Approve    Approve    Approve    Approve
132    Approve    Approve    Approve    Approve    Approve    Approve
133    Approve    Approve    Approve    Approve    Approve    Approve
134 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
135    Approve Disapprove Disapprove    Approve    Approve    Approve
136    Approve Disapprove    Approve    Approve    Approve    Approve
137    Approve    Approve    Approve Disapprove Disapprove    Approve
138    Approve    Approve    Approve    Approve    Approve    Approve
139    Approve Disapprove Disapprove Disapprove Disapprove    Approve
140    Approve    Approve    Approve    Approve    Approve    Approve
141    Approve    Approve    Approve    Approve    Approve    Approve
142 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
143    Approve Disapprove    Approve Disapprove Disapprove Disapprove
144    Approve    Approve    Approve Disapprove Disapprove    Approve
145    Approve    Approve    Approve Disapprove Disapprove    Approve
146    Approve    Approve    Approve    Approve    Approve    Approve
147    Approve    Approve    Approve Disapprove    Approve    Approve
148    Approve Disapprove    Approve Disapprove Disapprove Disapprove
149    Approve Disapprove Disapprove Disapprove    Approve    Approve
150 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
151 Disapprove Disapprove Disapprove    Approve    Approve    Approve
152    Approve    Approve    Approve    Approve    Approve    Approve
153    Approve    Approve    Approve    Approve    Approve    Approve
154 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
155    Approve Disapprove    Approve    Approve    Approve Disapprove
156    Approve Disapprove    Approve Disapprove Disapprove    Approve
157    Approve    Skipped    Approve    Approve    Skipped    Skipped
158    Approve    Approve    Approve    Approve Disapprove    Approve
159    Approve    Approve    Approve    Approve    Approve    Approve
160 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
161 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
162 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
163    Approve    Approve    Approve    Approve    Approve    Approve
164    Approve    Approve    Approve    Approve    Approve    Approve
165 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
166    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
167 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
168    Approve    Approve    Approve    Approve    Approve Disapprove
169    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
170 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
171    Approve Disapprove    Approve    Approve Disapprove    Approve
172    Approve    Approve    Approve    Approve    Approve    Approve
173 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
174    Approve    Approve    Approve    Approve    Approve Disapprove
175    Approve Disapprove    Approve    Approve    Approve    Approve
176 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
177    Approve    Approve    Approve    Approve    Approve Disapprove
178    Approve Disapprove    Approve    Approve Disapprove Disapprove
179    Approve    Approve    Approve Disapprove Disapprove    Approve
180 Disapprove    Approve    Approve    Approve    Approve Disapprove
181    Approve    Approve    Approve    Approve    Approve    Approve
182 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
183    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
184 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
185    Approve Disapprove    Approve Disapprove    Approve    Approve
186    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
187    Approve Disapprove    Approve Disapprove Disapprove Disapprove
188 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
189 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
190 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
191 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
192 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
193    Approve Disapprove    Approve Disapprove Disapprove    Approve
194 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
195    Approve Disapprove Disapprove    Approve    Approve    Approve
196    Approve    Approve    Approve    Approve    Approve    Approve
197    Approve    Approve    Approve    Approve    Approve    Approve
198 Disapprove Disapprove Disapprove    Approve Disapprove    Approve
199    Approve    Approve    Approve    Approve    Approve    Approve
200    Approve Disapprove Disapprove Disapprove Disapprove    Approve
201 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
202    Approve Disapprove    Approve Disapprove Disapprove    Approve
203    Approve Disapprove    Approve    Approve Disapprove    Approve
204    Approve    Approve    Approve    Approve    Approve    Approve
205    Approve    Approve    Approve    Approve    Approve    Approve
206    Approve    Approve    Approve Disapprove    Approve    Approve
207 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
208    Approve    Approve    Approve    Approve    Approve Disapprove
209 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
210    Approve    Approve    Approve Disapprove Disapprove    Approve
211    Approve Disapprove Disapprove Disapprove Disapprove    Approve
212 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
213    Approve    Approve    Approve    Approve    Approve    Approve
214 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
215    Approve    Approve    Approve    Approve    Approve    Approve
216 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
217    Approve Disapprove    Approve Disapprove    Approve    Approve
218    Approve    Approve    Approve Disapprove    Skipped    Approve
219 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
220    Approve    Approve    Approve Disapprove    Skipped Disapprove
221 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
222    Approve    Approve    Approve    Approve    Approve    Approve
223    Approve    Approve    Approve Disapprove    Approve    Approve
224    Approve    Approve    Approve Disapprove    Approve Disapprove
225 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
226    Approve    Approve    Approve    Approve Disapprove Disapprove
227    Approve    Approve    Approve    Approve    Approve    Approve
228    Approve    Approve    Approve    Approve    Approve    Approve
229 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
230    Approve    Approve Disapprove    Approve    Approve    Approve
231    Approve    Approve    Approve    Approve    Approve    Approve
232    Approve    Approve    Approve    Approve    Approve Disapprove
233    Approve    Approve    Approve Disapprove Disapprove    Approve
234 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
235    Approve    Approve    Approve    Approve    Approve    Approve
236    Approve Disapprove    Approve    Approve Disapprove    Approve
237 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
238    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
239 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
240    Approve    Approve    Approve    Approve    Approve    Approve
241 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
242    Approve    Approve    Approve    Approve    Approve    Approve
243    Approve Disapprove    Approve    Approve    Approve    Approve
244    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
245    Approve Disapprove    Approve    Approve    Approve    Approve
246    Approve Disapprove Disapprove Disapprove Disapprove    Approve
247    Approve    Approve    Approve Disapprove    Approve    Approve
248    Approve Disapprove    Approve    Approve    Approve    Approve
249 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
250 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
251    Approve    Approve    Approve    Approve    Approve    Approve
252 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
253    Approve Disapprove Disapprove    Approve Disapprove    Approve
254 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
255 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
256 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
257    Approve Disapprove Disapprove Disapprove Disapprove    Approve
258    Approve    Approve Disapprove    Approve Disapprove    Approve
259    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
260 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
261 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
262 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
263 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
264    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
265    Approve Disapprove Disapprove    Approve    Approve Disapprove
266    Approve    Approve    Approve Disapprove    Approve Disapprove
267 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
268 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
269    Approve Disapprove    Approve    Approve Disapprove    Approve
270    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
271 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
272    Approve    Approve    Approve Disapprove    Approve    Approve
273    Approve    Approve    Approve    Approve    Approve    Approve
274    Approve    Approve    Approve    Approve    Approve Disapprove
275 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
276    Approve    Approve    Approve    Approve    Approve Disapprove
277    Approve    Approve    Approve    Approve    Approve    Approve
278    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
279 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
280    Approve    Approve    Approve    Approve    Approve    Approve
281    Approve Disapprove    Approve Disapprove Disapprove    Approve
282    Approve    Approve    Approve Disapprove    Approve    Approve
283    Approve Disapprove    Approve Disapprove Disapprove    Approve
284    Approve    Approve    Approve    Skipped    Skipped    Skipped
285    Approve    Approve    Approve Disapprove    Approve    Approve
286    Approve Disapprove    Approve Disapprove Disapprove    Approve
287    Approve    Approve    Approve    Approve    Approve    Approve
288 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
289    Approve Disapprove    Approve    Approve    Approve    Approve
290 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
291 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
292 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
293    Approve    Approve    Approve    Approve    Approve    Approve
294    Approve    Approve Disapprove    Approve Disapprove    Approve
295 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
296 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
297    Approve    Approve    Approve    Approve    Approve    Approve
298 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
299    Approve Disapprove Disapprove Disapprove Disapprove    Approve
300    Approve    Approve    Approve    Approve    Approve    Approve
301    Approve    Approve    Approve    Approve    Approve    Approve
302    Approve    Approve    Approve    Approve    Approve Disapprove
303    Approve    Approve    Approve    Approve    Approve Disapprove
304 Disapprove    Approve Disapprove    Approve    Approve    Approve
305 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
306 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
307    Approve    Approve    Approve    Approve    Approve    Approve
308 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
309 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
310 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
311 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
312 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
313    Approve    Approve    Approve Disapprove    Approve Disapprove
314    Approve    Approve    Approve    Approve    Approve    Approve
315 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
316    Approve    Approve    Approve    Approve    Approve    Approve
317    Approve Disapprove Disapprove Disapprove Disapprove    Approve
318    Approve    Approve    Approve    Approve    Approve Disapprove
319 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
320    Approve    Approve    Approve    Approve    Approve    Approve
321 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
322 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
323 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
324    Approve    Approve    Approve    Approve    Approve    Approve
325    Approve    Approve    Approve    Approve    Approve    Approve
326    Approve    Approve    Approve Disapprove Disapprove    Approve
327 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
328 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
329    Approve    Approve    Approve    Approve    Approve    Approve
330    Approve Disapprove Disapprove Disapprove Disapprove    Approve
331    Approve Disapprove    Approve Disapprove    Approve    Approve
332    Approve Disapprove Disapprove    Skipped    Approve    Approve
333    Approve Disapprove    Approve    Approve Disapprove    Approve
334    Approve    Approve    Approve    Approve    Approve    Approve
335 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
336    Approve Disapprove    Approve Disapprove    Approve    Approve
337    Approve Disapprove    Approve Disapprove    Approve Disapprove
338    Approve Disapprove    Approve Disapprove Disapprove    Approve
339 Disapprove Disapprove    Approve Disapprove Disapprove Disapprove
340    Approve    Approve    Approve    Approve    Approve    Approve
341    Approve Disapprove    Approve Disapprove    Approve    Approve
342    Approve Disapprove Disapprove    Approve Disapprove    Approve
343 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
344 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
345    Approve Disapprove    Approve Disapprove Disapprove Disapprove
346    Approve    Approve    Approve    Approve    Approve    Approve
347 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
348    Approve    Approve    Approve Disapprove Disapprove Disapprove
349    Approve Disapprove    Approve Disapprove Disapprove    Approve
350    Approve    Approve    Approve    Approve    Approve    Approve
351    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
352 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
353    Approve Disapprove    Approve    Approve    Approve    Approve
354    Approve    Skipped    Approve    Approve    Skipped    Skipped
355    Approve    Approve    Approve    Skipped    Approve Disapprove
356 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
357    Approve Disapprove    Approve Disapprove Disapprove Disapprove
358    Approve    Approve    Approve Disapprove Disapprove    Approve
359 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
360    Approve    Skipped    Approve    Skipped    Skipped    Skipped
361    Approve Disapprove Disapprove Disapprove Disapprove    Approve
362    Approve    Approve    Approve    Approve    Approve Disapprove
363 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
364 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
365 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
366    Approve Disapprove    Approve Disapprove Disapprove Disapprove
367    Approve    Approve    Approve    Approve    Approve    Approve
368 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
369 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
370    Approve    Approve    Approve    Approve Disapprove Disapprove
371 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
372 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
373    Approve    Approve    Approve    Approve    Approve    Approve
374 Disapprove    Approve Disapprove Disapprove Disapprove    Approve
375    Approve    Approve    Approve    Approve    Approve    Approve
376    Approve    Approve    Approve    Approve    Approve Disapprove
377    Approve Disapprove    Approve Disapprove Disapprove    Approve
378 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
379    Approve Disapprove    Approve Disapprove Disapprove Disapprove
380 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
381    Approve    Approve    Approve    Approve    Approve    Approve
382    Approve Disapprove Disapprove Disapprove    Approve Disapprove
383 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
384 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
385    Approve    Skipped    Skipped    Skipped    Skipped    Skipped
386 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
387    Approve Disapprove Disapprove Disapprove Disapprove    Approve
388 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
389 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
390    Approve Disapprove Disapprove Disapprove Disapprove    Approve
391    Approve Disapprove    Approve Disapprove Disapprove    Approve
392 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
393    Approve    Approve    Approve    Approve    Approve    Approve
394    Approve Disapprove    Approve Disapprove Disapprove Disapprove
395 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
396    Approve    Approve    Approve    Approve    Approve Disapprove
397 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
398    Approve Disapprove    Approve Disapprove Disapprove    Approve
399    Approve    Approve    Approve    Approve    Approve    Approve
400    Approve    Approve    Approve    Approve    Approve    Skipped
401    Approve    Approve    Approve    Approve    Approve    Approve
402    Approve    Approve    Approve    Approve    Approve    Approve
403    Approve Disapprove    Approve    Approve    Approve    Approve
404    Approve    Approve    Approve    Approve    Approve    Approve
405    Approve    Approve    Approve    Approve    Approve    Approve
406    Approve Disapprove    Approve    Approve    Approve    Approve
407    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
408    Approve    Approve    Approve    Approve    Approve    Approve
409    Approve Disapprove    Approve    Approve    Approve    Approve
410 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
411 Disapprove Disapprove Disapprove Disapprove    Skipped    Skipped
412    Approve    Approve    Approve    Approve    Approve    Approve
413    Approve Disapprove    Approve    Skipped    Approve Disapprove
414    Approve    Approve    Approve Disapprove    Approve    Approve
415    Approve Disapprove    Approve    Approve    Approve    Approve
416 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
417    Approve Disapprove    Approve Disapprove Disapprove Disapprove
418    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
419 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
420 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
421    Approve    Approve    Approve    Approve    Approve    Approve
422    Approve    Approve    Approve    Approve    Approve    Approve
423    Approve    Approve    Approve    Approve    Approve    Approve
424    Approve    Approve    Approve    Approve    Approve    Approve
425 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
426    Approve Disapprove    Approve    Approve Disapprove    Approve
427    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
428    Approve Disapprove    Approve    Approve    Approve    Approve
429    Approve    Approve    Approve    Approve    Approve    Approve
430    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
431    Approve    Approve    Approve    Approve    Approve    Approve
432    Approve    Approve    Approve    Approve    Approve    Approve
433    Approve    Approve    Approve    Approve    Approve    Approve
434    Approve    Approve    Approve    Approve    Approve    Approve
435    Approve    Skipped    Approve    Skipped    Approve    Skipped
436    Approve    Approve    Approve    Approve    Approve    Approve
437    Approve Disapprove    Approve Disapprove Disapprove Disapprove
438    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
439    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
440 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
441 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
442    Approve Disapprove    Approve Disapprove Disapprove    Approve
443 Disapprove Disapprove Disapprove    Approve Disapprove Disapprove
444 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
445    Approve Disapprove Disapprove Disapprove    Approve Disapprove
446 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
447 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
448    Approve Disapprove    Approve Disapprove Disapprove    Approve
449    Approve Disapprove Disapprove Disapprove Disapprove    Approve
450 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
451    Approve Disapprove    Approve    Approve    Approve    Approve
452    Approve    Approve    Approve    Approve    Approve    Approve
453 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
454    Approve Disapprove    Approve    Approve    Approve    Approve
455    Approve    Approve    Approve    Approve Disapprove    Approve
456    Approve    Approve    Approve Disapprove    Approve    Approve
457    Approve    Approve    Approve    Approve    Approve    Approve
458    Approve    Approve    Approve Disapprove    Approve Disapprove
459    Approve    Approve    Approve    Approve    Approve    Approve
460    Approve Disapprove Disapprove Disapprove Disapprove    Approve
461    Approve    Approve    Approve    Approve    Approve    Approve
462 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
463 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
464 Disapprove Disapprove    Approve Disapprove Disapprove    Approve
465    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
466 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
467 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
468    Approve Disapprove    Approve Disapprove    Approve Disapprove
469    Approve Disapprove Disapprove Disapprove Disapprove    Approve
470    Approve    Approve    Approve    Approve    Approve    Approve
471    Approve    Approve    Approve    Approve    Approve    Approve
472    Approve    Approve    Approve    Approve    Approve    Approve
473 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
474 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
475    Approve Disapprove Disapprove    Approve    Approve    Approve
476    Approve    Approve    Approve Disapprove Disapprove    Approve
477    Approve    Approve    Approve Disapprove    Approve    Approve
478    Approve Disapprove    Approve Disapprove Disapprove    Approve
479    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
480 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
481 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
482    Approve Disapprove    Approve Disapprove    Approve    Approve
483    Approve    Approve    Approve    Approve    Approve    Approve
484    Approve Disapprove    Approve Disapprove    Approve    Approve
485    Approve Disapprove    Approve    Approve    Approve    Approve
486 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
487    Approve Disapprove    Approve Disapprove Disapprove Disapprove
488    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
489    Approve    Approve    Approve Disapprove Disapprove Disapprove
490    Approve    Approve    Approve    Approve    Approve    Approve
491    Approve    Approve    Approve Disapprove Disapprove    Approve
492    Approve    Approve    Approve    Approve    Approve    Approve
493    Approve    Approve    Approve    Approve    Approve    Approve
494 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
495 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
496    Approve    Skipped    Skipped    Skipped Disapprove    Skipped
497    Approve    Approve    Approve    Approve    Approve    Approve
498 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
499    Approve    Approve    Approve    Approve    Approve    Approve
500    Approve    Approve Disapprove Disapprove    Approve    Approve
501 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
502    Approve    Approve    Approve    Approve    Approve    Approve
503    Approve    Approve Disapprove Disapprove    Approve Disapprove
504    Approve    Approve    Approve Disapprove    Approve Disapprove
505    Approve    Approve    Approve    Approve    Approve    Approve
506    Approve    Approve    Approve    Approve    Approve    Approve
507    Approve    Approve    Approve    Approve    Skipped    Approve
508 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
509 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
510    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
511    Approve    Approve    Approve    Approve    Approve    Approve
512 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
513    Approve    Approve    Approve Disapprove Disapprove    Approve
514 Disapprove Disapprove Disapprove Disapprove Disapprove    Skipped
515    Approve    Approve    Approve    Approve    Approve    Approve
516 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
517 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
518    Approve Disapprove    Approve Disapprove Disapprove    Approve
519 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
520    Approve    Approve    Approve    Approve    Approve    Approve
521 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
522 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
523    Approve Disapprove Disapprove Disapprove    Approve Disapprove
524    Approve Disapprove    Approve Disapprove Disapprove    Approve
525 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
526    Approve Disapprove    Approve Disapprove Disapprove    Approve
527    Approve Disapprove Disapprove    Approve Disapprove Disapprove
                      Q2      Q3          Q4          Q5           QPID ABCAGE
1       Not so concerned     Yes        Good  Optimistic     A Democrat    65+
2     Somewhat concerned     Yes        Good  Optimistic An Independent    65+
3         Very concerned     Yes        Poor Pessimistic Something else    65+
4     Somewhat concerned     Yes   Excellent Pessimistic An Independent    65+
5     Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
6       Not so concerned     Yes   Excellent  Optimistic     A Democrat    65+
7     Somewhat concerned     Yes Not so good Pessimistic     A Democrat  18-29
8         Very concerned     Yes        Good Pessimistic     A Democrat    65+
9     Somewhat concerned     Yes   Excellent  Optimistic An Independent    65+
10        Very concerned     Yes        Good Pessimistic An Independent  30-49
11    Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
12      Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
13        Very concerned      No        Good Pessimistic     A Democrat    65+
14  Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
15      Not so concerned     Yes        Poor Pessimistic An Independent    65+
16        Very concerned      No        Poor Pessimistic   A Republican  50-64
17    Somewhat concerned      No        Poor Pessimistic An Independent  50-64
18    Somewhat concerned      No        Poor Pessimistic An Independent  30-49
19    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
20      Not so concerned      No        Good  Optimistic     A Democrat    65+
21    Somewhat concerned     Yes        Good Pessimistic An Independent  50-64
22      Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
23        Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
24      Not so concerned     Yes        Poor Pessimistic   A Republican    65+
25    Somewhat concerned     Yes        Good  Optimistic An Independent    65+
26    Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
27    Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
28    Somewhat concerned      No        Good Pessimistic An Independent    65+
29      Not so concerned     Yes        Poor Pessimistic   A Republican    65+
30      Not so concerned      No        Poor Pessimistic   A Republican    65+
31    Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
32      Not so concerned      No        Poor Pessimistic Something else    65+
33    Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
34      Not so concerned     Yes        Good  Optimistic An Independent  30-49
35      Not so concerned     Yes   Excellent  Optimistic     A Democrat  30-49
36    Somewhat concerned     Yes Not so good  Optimistic An Independent  50-64
37    Somewhat concerned     Yes        Good  Optimistic   A Republican  50-64
38      Not so concerned     Yes Not so good Pessimistic An Independent  30-49
39    Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
40      Not so concerned     Yes        Good  Optimistic An Independent    65+
41        Very concerned     Yes        Good  Optimistic     A Democrat  30-49
42        Very concerned     Yes        Good  Optimistic An Independent  50-64
43        Very concerned     Yes        Good  Optimistic     A Democrat  50-64
44    Somewhat concerned      No        Poor Pessimistic An Independent    65+
45      Not so concerned      No        Good Pessimistic An Independent  50-64
46    Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
47    Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
48      Not so concerned     Yes        Good  Optimistic     A Democrat    65+
49      Not so concerned     Yes        Good Pessimistic An Independent    65+
50      Not so concerned     Yes        Good Pessimistic An Independent    65+
51      Not so concerned     Yes   Excellent  Optimistic An Independent    65+
52    Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
53      Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
54    Somewhat concerned     Yes        Good Pessimistic An Independent    65+
55    Somewhat concerned     Yes     Skipped     Skipped        Skipped    65+
56      Not so concerned     Yes Not so good Pessimistic An Independent  18-29
57        Very concerned     Yes        Good  Optimistic     A Democrat  50-64
58        Very concerned     Yes        Good Pessimistic   A Republican  50-64
59    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
60        Very concerned     Yes   Excellent  Optimistic An Independent  50-64
61    Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
62        Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
63    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
64      Not so concerned      No        Poor Pessimistic   A Republican    65+
65    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
66    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
67  Not concerned at all     Yes   Excellent  Optimistic     A Democrat  50-64
68    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
69    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
70      Not so concerned     Yes        Poor Pessimistic An Independent    65+
71    Somewhat concerned     Yes        Good Pessimistic   A Republican    65+
72    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
73    Somewhat concerned      No        Poor Pessimistic   A Republican  50-64
74    Somewhat concerned     Yes Not so good Pessimistic     A Democrat    65+
75      Not so concerned     Yes        Poor Pessimistic An Independent  50-64
76    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
77        Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
78      Not so concerned Skipped        Poor Pessimistic   A Republican    65+
79  Not concerned at all      No        Poor Pessimistic An Independent  50-64
80    Somewhat concerned      No Not so good Pessimistic An Independent  18-29
81      Not so concerned      No        Poor Pessimistic   A Republican  50-64
82      Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
83    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
84        Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
85  Not concerned at all      No        Poor Pessimistic     A Democrat  50-64
86        Very concerned     Yes        Poor Pessimistic   A Republican    65+
87      Not so concerned     Yes        Poor Pessimistic An Independent  50-64
88        Very concerned     Yes        Good  Optimistic   A Republican    65+
89    Somewhat concerned      No Not so good Pessimistic An Independent  30-49
90    Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
91      Not so concerned     Yes        Good  Optimistic   A Republican  50-64
92    Somewhat concerned      No        Poor Pessimistic An Independent    65+
93    Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
94    Somewhat concerned     Yes        Good  Optimistic An Independent    65+
95      Not so concerned     Yes        Good Pessimistic An Independent    65+
96  Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
97  Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
98      Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
99    Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
100   Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
101     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
102 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
103     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
104   Somewhat concerned     Yes        Good Pessimistic An Independent    65+
105     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
106       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
107 Not concerned at all      No        Poor Pessimistic An Independent    65+
108       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
109       Very concerned     Yes Not so good Pessimistic   A Republican  50-64
110     Not so concerned     Yes Not so good Pessimistic An Independent  50-64
111   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
112   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
113   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
114     Not so concerned     Yes        Good  Optimistic Something else  50-64
115     Not so concerned      No        Poor Pessimistic An Independent    65+
116 Not concerned at all     Yes Not so good Pessimistic   A Republican    65+
117   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
118   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
119       Very concerned     Yes   Excellent  Optimistic     A Democrat  30-49
120 Not concerned at all     Yes        Good  Optimistic An Independent  30-49
121   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
122   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
123   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
124     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
125     Not so concerned      No        Poor Pessimistic   A Republican  30-49
126   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
127     Not so concerned      No        Good Pessimistic   A Republican  30-49
128   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
129   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
130   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
131       Very concerned     Yes        Good  Optimistic     A Democrat    65+
132       Very concerned     Yes        Good  Optimistic An Independent  50-64
133   Somewhat concerned     Yes   Excellent Pessimistic     A Democrat  50-64
134   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
135   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
136   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
137       Very concerned     Yes        Good Pessimistic An Independent  18-29
138       Very concerned     Yes        Good Pessimistic An Independent  50-64
139 Not concerned at all      No Not so good Pessimistic An Independent  30-49
140     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
141     Not so concerned     Yes        Good  Optimistic An Independent  30-49
142     Not so concerned      No        Poor Pessimistic   A Republican  30-49
143   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
144       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
145     Not so concerned     Yes   Excellent Pessimistic An Independent  30-49
146       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
147   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
148     Not so concerned     Yes        Good  Optimistic An Independent    65+
149     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
150 Not concerned at all     Yes        Poor Pessimistic An Independent  18-29
151   Somewhat concerned     Yes Not so good  Optimistic   A Republican  30-49
152       Very concerned     Yes        Good  Optimistic     A Democrat    65+
153   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
154 Not concerned at all      No        Poor Pessimistic Something else  30-49
155   Somewhat concerned     Yes        Good Pessimistic   A Republican  50-64
156     Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
157     Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
158   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
159   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
160 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
161 Not concerned at all     Yes        Poor Pessimistic An Independent  30-49
162   Somewhat concerned     Yes Not so good Pessimistic An Independent  50-64
163     Not so concerned     Yes        Good  Optimistic     A Democrat  18-29
164       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
165     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
166     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
167 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
168   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
169     Not so concerned     Yes     Skipped  Optimistic   A Republican  50-64
170   Somewhat concerned     Yes        Poor Pessimistic An Independent  30-49
171       Very concerned     Yes Not so good  Optimistic   A Republican  30-49
172   Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
173   Somewhat concerned     Yes        Good Pessimistic   A Republican  50-64
174   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
175   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
176     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
177     Not so concerned     Yes        Good Pessimistic An Independent  50-64
178       Very concerned     Yes        Good Pessimistic An Independent  30-49
179   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
180 Not concerned at all     Yes Not so good Pessimistic   A Republican  30-49
181   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
182 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
183   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  50-64
184 Not concerned at all      No        Poor  Optimistic   A Republican  30-49
185   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
186   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
187 Not concerned at all      No        Good Pessimistic An Independent  50-64
188     Not so concerned      No        Poor Pessimistic   A Republican    65+
189       Very concerned     Yes        Poor Pessimistic An Independent    65+
190     Not so concerned     Yes Not so good Pessimistic An Independent  50-64
191 Not concerned at all      No        Poor Pessimistic An Independent  50-64
192     Not so concerned      No Not so good Pessimistic Something else  50-64
193   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
194 Not concerned at all     Yes        Poor Pessimistic An Independent    65+
195   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
196       Very concerned     Yes        Good  Optimistic   A Republican  50-64
197     Not so concerned     Yes   Excellent  Optimistic An Independent  50-64
198     Not so concerned     Yes        Poor  Optimistic Something else    65+
199       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
200   Somewhat concerned      No        Good Pessimistic   A Republican  30-49
201   Somewhat concerned      No        Poor Pessimistic An Independent    65+
202     Not so concerned     Yes        Good  Optimistic An Independent  50-64
203   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
204   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
205       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
206   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
207     Not so concerned      No Not so good Pessimistic Something else  30-49
208   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
209   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
210   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
211     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
212   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
213       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
214 Not concerned at all Skipped        Poor Pessimistic        Skipped  30-49
215       Very concerned     Yes   Excellent  Optimistic An Independent    65+
216   Somewhat concerned      No        Poor Pessimistic     A Democrat  18-29
217   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
218   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
219 Not concerned at all     Yes        Poor Pessimistic   A Republican  30-49
220   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
221   Somewhat concerned      No Not so good Pessimistic An Independent  30-49
222   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
223   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
224     Not so concerned      No        Good  Optimistic Something else  18-29
225     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
226   Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
227 Not concerned at all     Yes        Good  Optimistic   A Republican  30-49
228     Not so concerned     Yes   Excellent  Optimistic     A Democrat  18-29
229   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
230   Somewhat concerned     Yes Not so good  Optimistic An Independent    65+
231   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
232   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
233     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
234 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
235   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
236       Very concerned      No        Good  Optimistic     A Democrat  18-29
237       Very concerned     Yes Not so good Pessimistic     A Democrat    65+
238     Not so concerned     Yes Not so good Pessimistic An Independent    65+
239 Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
240   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
241 Not concerned at all      No        Poor Pessimistic An Independent  30-49
242   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
243   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
244 Not concerned at all      No Not so good Pessimistic   A Republican  18-29
245   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
246       Very concerned     Yes        Good Pessimistic   A Republican    65+
247       Very concerned      No   Excellent  Optimistic     A Democrat  50-64
248   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
249   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
250     Not so concerned     Yes        Poor  Optimistic   A Republican    65+
251       Very concerned     Yes        Good Pessimistic     A Democrat    65+
252     Not so concerned      No        Poor Pessimistic   A Republican  50-64
253   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
254     Not so concerned     Yes Not so good Pessimistic   A Republican  30-49
255 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
256   Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
257     Not so concerned     Yes Not so good Pessimistic   A Republican    65+
258   Somewhat concerned     Yes Not so good Pessimistic Something else    65+
259 Not concerned at all     Yes Not so good  Optimistic   A Republican    65+
260     Not so concerned      No        Poor Pessimistic   A Republican  50-64
261 Not concerned at all      No Not so good Pessimistic   A Republican  30-49
262     Not so concerned      No        Poor Pessimistic   A Republican  30-49
263     Not so concerned     Yes Not so good Pessimistic   A Republican  30-49
264       Very concerned      No     Skipped Pessimistic Something else  50-64
265   Somewhat concerned      No Not so good  Optimistic   A Republican  30-49
266 Not concerned at all     Yes Not so good Pessimistic An Independent  30-49
267   Somewhat concerned     Yes        Poor Pessimistic Something else    65+
268 Not concerned at all     Yes        Good Pessimistic   A Republican  30-49
269 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
270       Very concerned     Yes Not so good  Optimistic   A Republican  50-64
271     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
272     Not so concerned     Yes        Good  Optimistic An Independent  18-29
273     Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
274       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
275     Not so concerned      No        Poor Pessimistic   A Republican  50-64
276   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
277     Not so concerned     Yes        Good  Optimistic An Independent  50-64
278   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
279 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
280       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
281   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
282     Not so concerned     Yes        Good  Optimistic An Independent  30-49
283   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
284       Very concerned     Yes        Good Pessimistic An Independent  30-49
285   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  30-49
286   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
287       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
288   Somewhat concerned     Yes Not so good Pessimistic An Independent  18-29
289   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
290     Not so concerned     Yes        Poor Pessimistic   A Republican  18-29
291 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
292   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
293       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
294   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
295     Not so concerned      No        Poor Pessimistic   A Republican  50-64
296     Not so concerned     Yes Not so good Pessimistic An Independent  18-29
297   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
298     Not so concerned Skipped Not so good Pessimistic An Independent  18-29
299     Not so concerned     Yes        Poor Pessimistic     A Democrat  30-49
300   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
301   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
302       Very concerned     Yes   Excellent  Optimistic An Independent    65+
303   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
304     Not so concerned      No Not so good Pessimistic     A Democrat  30-49
305   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
306   Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
307       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
308 Not concerned at all      No Not so good Pessimistic   A Republican    65+
309   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
310     Not so concerned      No        Poor Pessimistic An Independent  50-64
311 Not concerned at all     Yes Not so good  Optimistic   A Republican  18-29
312   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
313   Somewhat concerned     Yes   Excellent  Optimistic An Independent  50-64
314   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
315       Very concerned     Yes        Poor  Optimistic An Independent  30-49
316       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
317 Not concerned at all      No        Poor Pessimistic An Independent  30-49
318     Not so concerned      No        Good Pessimistic An Independent  30-49
319     Not so concerned     Yes        Poor Pessimistic   A Republican  30-49
320       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
321 Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
322     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
323     Not so concerned      No        Poor Pessimistic An Independent    65+
324     Not so concerned     Yes        Good  Optimistic An Independent    65+
325       Very concerned     Yes        Good  Optimistic An Independent  18-29
326       Very concerned     Yes   Excellent  Optimistic Something else    65+
327     Not so concerned      No Not so good Pessimistic     A Democrat  30-49
328     Not so concerned     Yes        Good Pessimistic   A Republican  30-49
329   Somewhat concerned     Yes        Good Pessimistic     A Democrat  18-29
330   Somewhat concerned     Yes Not so good Pessimistic     A Democrat    65+
331   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
332     Not so concerned     Yes        Good  Optimistic An Independent  50-64
333   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
334   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
335       Very concerned     Yes Not so good Pessimistic   A Republican  50-64
336   Somewhat concerned     Yes        Good Pessimistic     A Democrat  18-29
337   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
338       Very concerned     Yes        Good Pessimistic     A Democrat  50-64
339   Somewhat concerned     Yes Not so good  Optimistic   A Republican  50-64
340       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
341       Very concerned     Yes        Good  Optimistic An Independent  50-64
342   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
343     Not so concerned      No        Poor Pessimistic An Independent  30-49
344       Very concerned     Yes        Good Pessimistic An Independent  30-49
345   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
346       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
347   Somewhat concerned      No        Poor Pessimistic   A Republican  18-29
348       Very concerned      No Not so good Pessimistic An Independent  30-49
349     Not so concerned     Yes        Good  Optimistic   A Republican  18-29
350   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
351     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
352 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
353     Not so concerned     Yes Not so good  Optimistic   A Republican  50-64
354     Not so concerned     Yes   Excellent  Optimistic     A Democrat  30-49
355     Not so concerned     Yes        Good  Optimistic   A Republican  50-64
356   Somewhat concerned Skipped        Poor Pessimistic   A Republican    65+
357   Somewhat concerned     Yes Not so good  Optimistic     A Democrat  18-29
358     Not so concerned     Yes        Good  Optimistic     A Democrat  18-29
359     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
360   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
361       Very concerned     Yes Not so good Pessimistic An Independent  18-29
362   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
363     Not so concerned     Yes        Poor Pessimistic An Independent    65+
364     Not so concerned      No        Poor Pessimistic Something else  50-64
365 Not concerned at all     Yes        Poor Pessimistic An Independent    65+
366     Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
367       Very concerned     Yes        Good  Optimistic An Independent  30-49
368     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
369   Somewhat concerned     Yes        Poor Pessimistic An Independent  30-49
370       Very concerned     Yes        Good  Optimistic An Independent  30-49
371     Not so concerned      No        Poor Pessimistic   A Republican  30-49
372       Very concerned     Yes        Poor Pessimistic   A Republican  18-29
373   Somewhat concerned     Yes        Good Pessimistic An Independent  18-29
374       Very concerned      No        Poor Pessimistic Something else  18-29
375   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
376       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
377   Somewhat concerned      No        Good  Optimistic An Independent  18-29
378     Not so concerned     Yes Not so good  Optimistic An Independent  18-29
379     Not so concerned     Yes        Poor Pessimistic   A Republican  18-29
380     Not so concerned      No        Poor Pessimistic   A Republican  50-64
381   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
382     Not so concerned     Yes Not so good Pessimistic   A Republican  18-29
383   Somewhat concerned Skipped        Poor Pessimistic   A Republican    65+
384 Not concerned at all      No        Poor  Optimistic Something else  18-29
385   Somewhat concerned      No Not so good Pessimistic     A Democrat  30-49
386     Not so concerned      No        Poor Pessimistic An Independent    65+
387       Very concerned     Yes Not so good  Optimistic An Independent  30-49
388 Not concerned at all     Yes        Poor Pessimistic An Independent  50-64
389 Not concerned at all      No Not so good Pessimistic Something else  18-29
390       Very concerned     Yes        Poor Pessimistic     A Democrat  30-49
391       Very concerned      No   Excellent  Optimistic        Skipped  18-29
392   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
393   Somewhat concerned     Yes        Good  Optimistic Something else  50-64
394   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
395   Somewhat concerned     Yes Not so good  Optimistic     A Democrat  18-29
396   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
397     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
398     Not so concerned      No Not so good  Optimistic   A Republican  30-49
399     Not so concerned     Yes   Excellent  Optimistic     A Democrat  18-29
400   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
401   Somewhat concerned     Yes        Good  Optimistic An Independent  18-29
402 Not concerned at all     Yes        Good  Optimistic An Independent  18-29
403   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
404       Very concerned     Yes        Good  Optimistic     A Democrat    65+
405       Very concerned     Yes        Good  Optimistic     A Democrat    65+
406   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
407   Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
408   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
409   Somewhat concerned      No        Good  Optimistic Something else  18-29
410     Not so concerned      No Not so good Pessimistic   A Republican  30-49
411 Not concerned at all      No Not so good Pessimistic   A Republican  30-49
412   Somewhat concerned     Yes        Good Pessimistic Something else  30-49
413       Very concerned     Yes        Good  Optimistic     A Democrat    65+
414       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
415     Not so concerned     Yes        Good Pessimistic     A Democrat  50-64
416     Not so concerned      No        Poor Pessimistic An Independent  50-64
417       Very concerned     Yes Not so good  Optimistic Something else  30-49
418     Not so concerned     Yes        Poor Pessimistic An Independent  30-49
419     Not so concerned     Yes Not so good Pessimistic Something else  30-49
420     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
421       Very concerned     Yes        Good  Optimistic An Independent  30-49
422       Very concerned     Yes        Good Pessimistic     A Democrat  50-64
423 Not concerned at all     Yes   Excellent  Optimistic     A Democrat  30-49
424     Not so concerned     Yes        Good  Optimistic An Independent  50-64
425 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
426 Not concerned at all     Yes        Good Pessimistic   A Republican  30-49
427     Not so concerned     Yes Not so good Pessimistic An Independent    65+
428       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
429   Somewhat concerned      No        Good  Optimistic An Independent  30-49
430   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
431   Somewhat concerned     Yes        Good Pessimistic An Independent  18-29
432   Somewhat concerned     Yes   Excellent Pessimistic     A Democrat  30-49
433   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
434 Not concerned at all     Yes        Good  Optimistic     A Democrat  50-64
435   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
436       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
437     Not so concerned      No Not so good Pessimistic     A Democrat  18-29
438     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
439     Not so concerned     Yes     Skipped Pessimistic   A Republican  50-64
440   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
441   Somewhat concerned      No        Poor Pessimistic   A Republican  50-64
442   Somewhat concerned     Yes        Good Pessimistic An Independent    65+
443   Somewhat concerned      No Not so good Pessimistic An Independent  18-29
444     Not so concerned      No        Poor Pessimistic   A Republican  30-49
445   Somewhat concerned     Yes        Good  Optimistic Something else  50-64
446 Not concerned at all      No        Poor Pessimistic   A Republican  50-64
447       Very concerned     Yes        Poor Pessimistic   A Republican    65+
448   Somewhat concerned     Yes        Good Pessimistic     A Democrat    65+
449   Somewhat concerned     Yes Not so good  Optimistic An Independent  30-49
450   Somewhat concerned     Yes        Poor Pessimistic   A Republican  30-49
451   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
452   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
453     Not so concerned     Yes        Poor Pessimistic Something else  30-49
454   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
455   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
456       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
457   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
458       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
459   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
460   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  18-29
461     Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
462     Not so concerned      No Not so good Pessimistic   A Republican  30-49
463     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
464     Not so concerned     Yes        Poor Pessimistic An Independent    65+
465     Not so concerned     Yes Not so good Pessimistic An Independent    65+
466 Not concerned at all      No        Poor Pessimistic   A Republican  18-29
467     Not so concerned      No        Poor Pessimistic   A Republican  30-49
468       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
469   Somewhat concerned     Yes        Good Pessimistic     A Democrat    65+
470     Not so concerned     Yes        Good  Optimistic     A Democrat    65+
471   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
472       Very concerned     Yes        Good  Optimistic An Independent    65+
473 Not concerned at all      No        Poor Pessimistic An Independent  50-64
474     Not so concerned      No Not so good Pessimistic   A Republican  50-64
475       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
476   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
477   Somewhat concerned      No        Good  Optimistic     A Democrat  18-29
478   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
479 Not concerned at all     Yes        Good Pessimistic   A Republican  50-64
480   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
481 Not concerned at all     Yes        Poor Pessimistic   A Republican  30-49
482 Not concerned at all      No        Good  Optimistic     A Democrat  50-64
483   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
484 Not concerned at all     Yes        Good Pessimistic An Independent  30-49
485   Somewhat concerned      No   Excellent Pessimistic     A Democrat    65+
486       Very concerned      No        Poor Pessimistic An Independent  30-49
487   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
488       Very concerned     Yes Not so good     Skipped Something else    65+
489   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
490   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
491   Somewhat concerned     Yes     Skipped  Optimistic     A Democrat  30-49
492     Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
493   Somewhat concerned      No        Good Pessimistic     A Democrat  30-49
494   Somewhat concerned     Yes        Poor Pessimistic     A Democrat  30-49
495     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
496   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
497       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
498 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
499     Not so concerned     Yes        Good  Optimistic     A Democrat    65+
500 Not concerned at all     Yes Not so good  Optimistic   A Republican  30-49
501 Not concerned at all     Yes Not so good Pessimistic   A Republican  18-29
502     Not so concerned     Yes        Good  Optimistic Something else  30-49
503   Somewhat concerned      No Not so good Pessimistic An Independent  30-49
504   Somewhat concerned      No        Good Pessimistic An Independent  18-29
505   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
506   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
507       Very concerned     Yes   Excellent     Skipped     A Democrat    65+
508   Somewhat concerned      No        Good Pessimistic Something else  30-49
509     Not so concerned      No Not so good Pessimistic   A Republican  30-49
510     Not so concerned     Yes Not so good Pessimistic   A Republican    65+
511   Somewhat concerned     Yes   Excellent Pessimistic An Independent  50-64
512     Not so concerned      No     Skipped Pessimistic   A Republican  50-64
513   Somewhat concerned     Yes        Good Pessimistic Something else    65+
514     Not so concerned      No Not so good Pessimistic   A Republican  30-49
515     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
516 Not concerned at all     Yes        Poor Pessimistic An Independent  50-64
517       Very concerned      No Not so good Pessimistic   A Republican    65+
518   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
519   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
520   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
521 Not concerned at all     Yes        Good Pessimistic An Independent  18-29
522       Very concerned     Yes        Poor  Optimistic An Independent  30-49
523     Not so concerned     Yes        Poor Pessimistic An Independent  18-29
524   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
525 Not concerned at all     Yes Not so good  Optimistic   A Republican  50-64
526       Very concerned      No        Good Pessimistic Something else  18-29
527   Somewhat concerned     Yes Not so good Pessimistic An Independent  50-64
                                   Contact weights_pid
1   No, I am not willing to be interviewed      0.6382
2   No, I am not willing to be interviewed      0.5493
3   No, I am not willing to be interviewed      0.8488
4      Yes, I am willing to be interviewed      0.8126
5   No, I am not willing to be interviewed      0.4994
6   No, I am not willing to be interviewed      0.4043
7      Yes, I am willing to be interviewed      0.9159
8      Yes, I am willing to be interviewed      1.3350
9      Yes, I am willing to be interviewed      0.6686
10     Yes, I am willing to be interviewed      0.7541
11  No, I am not willing to be interviewed      0.9802
12     Yes, I am willing to be interviewed      0.4312
13  No, I am not willing to be interviewed      0.3791
14  No, I am not willing to be interviewed      0.7806
15  No, I am not willing to be interviewed      0.9526
16  No, I am not willing to be interviewed      0.6934
17  No, I am not willing to be interviewed      0.7116
18  No, I am not willing to be interviewed      1.1178
19  No, I am not willing to be interviewed      1.0967
20  No, I am not willing to be interviewed      0.5569
21     Yes, I am willing to be interviewed      0.7256
22  No, I am not willing to be interviewed      0.5788
23  No, I am not willing to be interviewed      0.4520
24  No, I am not willing to be interviewed      0.5786
25  No, I am not willing to be interviewed      0.8143
26  No, I am not willing to be interviewed      2.1221
27  No, I am not willing to be interviewed      0.9763
28  No, I am not willing to be interviewed      0.6996
29     Yes, I am willing to be interviewed      0.4123
30  No, I am not willing to be interviewed      0.6217
31  No, I am not willing to be interviewed      0.7486
32  No, I am not willing to be interviewed      0.9896
33  No, I am not willing to be interviewed      0.6934
34     Yes, I am willing to be interviewed      0.9793
35  No, I am not willing to be interviewed      0.5524
36  No, I am not willing to be interviewed      1.2767
37  No, I am not willing to be interviewed      0.6934
38  No, I am not willing to be interviewed      1.2446
39  No, I am not willing to be interviewed      0.8098
40     Yes, I am willing to be interviewed      0.6980
41  No, I am not willing to be interviewed      0.7557
42     Yes, I am willing to be interviewed      0.6346
43  No, I am not willing to be interviewed      1.5368
44  No, I am not willing to be interviewed      0.8383
45  No, I am not willing to be interviewed      0.8617
46  No, I am not willing to be interviewed      0.4555
47  No, I am not willing to be interviewed      0.4188
48  No, I am not willing to be interviewed      0.3495
49     Yes, I am willing to be interviewed      0.7631
50  No, I am not willing to be interviewed      0.9196
51     Yes, I am willing to be interviewed      0.5744
52  No, I am not willing to be interviewed      0.8202
53     Yes, I am willing to be interviewed      0.5948
54     Yes, I am willing to be interviewed      0.6133
55  No, I am not willing to be interviewed      1.0215
56  No, I am not willing to be interviewed      2.7723
57     Yes, I am willing to be interviewed      0.5507
58     Yes, I am willing to be interviewed      0.8891
59  No, I am not willing to be interviewed      1.0489
60     Yes, I am willing to be interviewed      0.7350
61  No, I am not willing to be interviewed      0.8451
62     Yes, I am willing to be interviewed      0.5577
63  No, I am not willing to be interviewed      0.8848
64     Yes, I am willing to be interviewed      0.7707
65  No, I am not willing to be interviewed      0.7786
66  No, I am not willing to be interviewed      0.8497
67  No, I am not willing to be interviewed      0.4005
68     Yes, I am willing to be interviewed      0.9865
69  No, I am not willing to be interviewed      0.9196
70     Yes, I am willing to be interviewed      0.9582
71  No, I am not willing to be interviewed      0.5720
72  No, I am not willing to be interviewed      0.8515
73  No, I am not willing to be interviewed      0.5717
74  No, I am not willing to be interviewed      0.5938
75  No, I am not willing to be interviewed      0.9111
76  No, I am not willing to be interviewed      0.8891
77  No, I am not willing to be interviewed      0.5162
78  No, I am not willing to be interviewed      0.6351
79     Yes, I am willing to be interviewed      0.9157
80     Yes, I am willing to be interviewed      1.2324
81  No, I am not willing to be interviewed      0.6582
82     Yes, I am willing to be interviewed      0.6739
83  No, I am not willing to be interviewed      0.7758
84     Yes, I am willing to be interviewed      0.4330
85     Yes, I am willing to be interviewed      1.6470
86  No, I am not willing to be interviewed      0.8462
87  No, I am not willing to be interviewed      1.1587
88     Yes, I am willing to be interviewed      0.6201
89  No, I am not willing to be interviewed      1.1483
90  No, I am not willing to be interviewed      0.4763
91     Yes, I am willing to be interviewed      0.9322
92  No, I am not willing to be interviewed      0.9582
93     Yes, I am willing to be interviewed      0.4038
94     Yes, I am willing to be interviewed      0.8914
95  No, I am not willing to be interviewed      0.9582
96  No, I am not willing to be interviewed      0.5206
97     Yes, I am willing to be interviewed      0.6023
98  No, I am not willing to be interviewed      0.5788
99  No, I am not willing to be interviewed      0.7061
100    Yes, I am willing to be interviewed      1.0721
101 No, I am not willing to be interviewed      0.7901
102 No, I am not willing to be interviewed      0.9453
103    Yes, I am willing to be interviewed      0.6826
104    Yes, I am willing to be interviewed      0.8461
105 No, I am not willing to be interviewed      0.8181
106 No, I am not willing to be interviewed      0.8408
107    Yes, I am willing to be interviewed      0.6453
108    Yes, I am willing to be interviewed      0.6759
109 No, I am not willing to be interviewed      0.8437
110    Yes, I am willing to be interviewed      0.5324
111    Yes, I am willing to be interviewed      1.0406
112    Yes, I am willing to be interviewed      1.3002
113 No, I am not willing to be interviewed      0.4643
114 No, I am not willing to be interviewed      1.1183
115    Yes, I am willing to be interviewed      0.6413
116 No, I am not willing to be interviewed      1.0409
117 No, I am not willing to be interviewed      0.5769
118 No, I am not willing to be interviewed      1.3358
119    Yes, I am willing to be interviewed      1.3260
120    Yes, I am willing to be interviewed      0.9793
121 No, I am not willing to be interviewed      0.7239
122 No, I am not willing to be interviewed      1.9060
123 No, I am not willing to be interviewed      0.7535
124 No, I am not willing to be interviewed      1.0462
125    Yes, I am willing to be interviewed      0.6818
126 No, I am not willing to be interviewed      0.8259
127 No, I am not willing to be interviewed      0.6210
128 No, I am not willing to be interviewed      0.9049
129 No, I am not willing to be interviewed      0.5683
130 No, I am not willing to be interviewed      1.2427
131    Yes, I am willing to be interviewed      0.6673
132 No, I am not willing to be interviewed      1.0638
133    Yes, I am willing to be interviewed      0.3743
134 No, I am not willing to be interviewed      0.8249
135 No, I am not willing to be interviewed      0.6580
136 No, I am not willing to be interviewed      0.6061
137 No, I am not willing to be interviewed      1.5142
138 No, I am not willing to be interviewed      0.8672
139 No, I am not willing to be interviewed      1.5895
140    Yes, I am willing to be interviewed      0.3922
141 No, I am not willing to be interviewed      0.9301
142    Yes, I am willing to be interviewed      0.8740
143 No, I am not willing to be interviewed      0.8493
144    Yes, I am willing to be interviewed      1.6103
145    Yes, I am willing to be interviewed      0.9365
146 No, I am not willing to be interviewed      0.5985
147 No, I am not willing to be interviewed      0.5266
148 No, I am not willing to be interviewed      0.5324
149 No, I am not willing to be interviewed      0.6446
150    Yes, I am willing to be interviewed      2.1104
151    Yes, I am willing to be interviewed      1.0316
152    Yes, I am willing to be interviewed      0.6170
153 No, I am not willing to be interviewed      0.9196
154 No, I am not willing to be interviewed      1.5133
155 No, I am not willing to be interviewed      0.7885
156 No, I am not willing to be interviewed      2.4138
157 No, I am not willing to be interviewed      1.6590
158 No, I am not willing to be interviewed      1.5897
159 No, I am not willing to be interviewed      0.6649
160 No, I am not willing to be interviewed      0.8152
161 No, I am not willing to be interviewed      0.9365
162 No, I am not willing to be interviewed      0.9773
163 No, I am not willing to be interviewed      0.9859
164    Yes, I am willing to be interviewed      0.6126
165 No, I am not willing to be interviewed      0.6582
166 No, I am not willing to be interviewed      0.6673
167 No, I am not willing to be interviewed      0.9258
168    Yes, I am willing to be interviewed      0.4330
169 No, I am not willing to be interviewed      0.6743
170 No, I am not willing to be interviewed      1.0174
171 No, I am not willing to be interviewed      0.6039
172 No, I am not willing to be interviewed      0.5826
173 No, I am not willing to be interviewed      0.7887
174    Yes, I am willing to be interviewed      0.7603
175 No, I am not willing to be interviewed      0.5643
176    Yes, I am willing to be interviewed      0.4501
177    Yes, I am willing to be interviewed      0.8617
178 No, I am not willing to be interviewed      3.0282
179    Yes, I am willing to be interviewed      0.4023
180    Yes, I am willing to be interviewed      0.9328
181 No, I am not willing to be interviewed      1.0715
182 No, I am not willing to be interviewed      0.4948
183 No, I am not willing to be interviewed      0.4646
184 No, I am not willing to be interviewed      2.1718
185 No, I am not willing to be interviewed      0.8072
186 No, I am not willing to be interviewed      0.6143
187 No, I am not willing to be interviewed      0.8178
188 No, I am not willing to be interviewed      0.8848
189 No, I am not willing to be interviewed      0.6081
190 No, I am not willing to be interviewed      0.6582
191 No, I am not willing to be interviewed      1.1928
192    Yes, I am willing to be interviewed      0.9977
193    Yes, I am willing to be interviewed      1.1315
194 No, I am not willing to be interviewed      1.1193
195    Yes, I am willing to be interviewed      0.6380
196 No, I am not willing to be interviewed      0.6039
197 No, I am not willing to be interviewed      0.7640
198 No, I am not willing to be interviewed      1.0124
199    Yes, I am willing to be interviewed      0.5148
200 No, I am not willing to be interviewed      0.9076
201    Yes, I am willing to be interviewed      0.6423
202 No, I am not willing to be interviewed      2.2728
203    Yes, I am willing to be interviewed      0.5659
204 No, I am not willing to be interviewed      0.8256
205 No, I am not willing to be interviewed      0.4878
206 No, I am not willing to be interviewed      1.0386
207 No, I am not willing to be interviewed      1.3772
208    Yes, I am willing to be interviewed      1.8662
209 No, I am not willing to be interviewed      0.6826
210 No, I am not willing to be interviewed      0.7797
211    Yes, I am willing to be interviewed      0.5717
212 No, I am not willing to be interviewed      2.2466
213 No, I am not willing to be interviewed      2.2064
214 No, I am not willing to be interviewed      1.1530
215 No, I am not willing to be interviewed      0.5579
216 No, I am not willing to be interviewed      2.0155
217 No, I am not willing to be interviewed      0.4259
218 No, I am not willing to be interviewed      0.5334
219 No, I am not willing to be interviewed      0.9449
220 No, I am not willing to be interviewed      0.5712
221 No, I am not willing to be interviewed      1.3290
222 No, I am not willing to be interviewed      1.5727
223    Yes, I am willing to be interviewed      0.8065
224 No, I am not willing to be interviewed      1.8931
225 No, I am not willing to be interviewed      0.5126
226 No, I am not willing to be interviewed      0.7218
227 No, I am not willing to be interviewed      0.7556
228 No, I am not willing to be interviewed      1.5871
229 No, I am not willing to be interviewed      1.1562
230 No, I am not willing to be interviewed      1.0140
231 No, I am not willing to be interviewed      0.4005
232    Yes, I am willing to be interviewed      2.0430
233 No, I am not willing to be interviewed      0.5318
234    Yes, I am willing to be interviewed      0.7419
235 No, I am not willing to be interviewed      1.3210
236    Yes, I am willing to be interviewed      3.0955
237 No, I am not willing to be interviewed      0.5148
238 No, I am not willing to be interviewed      0.5493
239 No, I am not willing to be interviewed      0.8879
240    Yes, I am willing to be interviewed      1.9886
241    Yes, I am willing to be interviewed      1.2728
242 No, I am not willing to be interviewed      0.4415
243 No, I am not willing to be interviewed      0.8360
244 No, I am not willing to be interviewed      1.4815
245    Yes, I am willing to be interviewed      1.3001
246 No, I am not willing to be interviewed      0.5957
247    Yes, I am willing to be interviewed      2.1664
248 No, I am not willing to be interviewed      0.8752
249 No, I am not willing to be interviewed      0.5311
250 No, I am not willing to be interviewed      0.8272
251    Yes, I am willing to be interviewed      1.4298
252 No, I am not willing to be interviewed      1.2043
253 No, I am not willing to be interviewed      1.5909
254 No, I am not willing to be interviewed      0.8437
255    Yes, I am willing to be interviewed      0.7901
256 No, I am not willing to be interviewed      0.6611
257    Yes, I am willing to be interviewed      0.5206
258 No, I am not willing to be interviewed      1.1163
259 No, I am not willing to be interviewed      0.6298
260 No, I am not willing to be interviewed      0.6406
261    Yes, I am willing to be interviewed      0.9646
262    Yes, I am willing to be interviewed      0.8011
263 No, I am not willing to be interviewed      0.8816
264 No, I am not willing to be interviewed      1.0703
265 No, I am not willing to be interviewed      1.1212
266 No, I am not willing to be interviewed      0.9793
267 No, I am not willing to be interviewed      1.1602
268    Yes, I am willing to be interviewed      1.0061
269    Yes, I am willing to be interviewed      1.9621
270 No, I am not willing to be interviewed      0.8618
271 No, I am not willing to be interviewed      1.0211
272    Yes, I am willing to be interviewed      1.3762
273    Yes, I am willing to be interviewed      1.1040
274 No, I am not willing to be interviewed      0.5148
275    Yes, I am willing to be interviewed      0.6934
276 No, I am not willing to be interviewed      0.3732
277 No, I am not willing to be interviewed      0.8158
278 No, I am not willing to be interviewed      0.6039
279    Yes, I am willing to be interviewed      0.7269
280    Yes, I am willing to be interviewed      0.6419
281    Yes, I am willing to be interviewed      0.9835
282 No, I am not willing to be interviewed      0.8493
283 No, I am not willing to be interviewed      0.5641
284 No, I am not willing to be interviewed      1.1562
285 No, I am not willing to be interviewed      2.2496
286 No, I am not willing to be interviewed      0.8751
287 No, I am not willing to be interviewed      1.9322
288 No, I am not willing to be interviewed      1.3568
289    Yes, I am willing to be interviewed      1.8116
290 No, I am not willing to be interviewed      1.1944
291    Yes, I am willing to be interviewed      0.4797
292 No, I am not willing to be interviewed      0.7378
293 No, I am not willing to be interviewed      0.3618
294 No, I am not willing to be interviewed      0.9340
295 No, I am not willing to be interviewed      0.7591
296 No, I am not willing to be interviewed      1.3781
297    Yes, I am willing to be interviewed      1.5368
298 No, I am not willing to be interviewed      1.7741
299    Yes, I am willing to be interviewed      0.6168
300 No, I am not willing to be interviewed      0.8156
301    Yes, I am willing to be interviewed      0.9080
302 No, I am not willing to be interviewed      0.6133
303 No, I am not willing to be interviewed      0.6267
304 No, I am not willing to be interviewed      1.1568
305 No, I am not willing to be interviewed      0.5901
306 No, I am not willing to be interviewed      0.9604
307 No, I am not willing to be interviewed      2.1206
308 No, I am not willing to be interviewed      0.5292
309 No, I am not willing to be interviewed      0.8462
310 No, I am not willing to be interviewed      1.1110
311 No, I am not willing to be interviewed      1.2973
312 No, I am not willing to be interviewed      0.7885
313 No, I am not willing to be interviewed      0.9451
314    Yes, I am willing to be interviewed      0.4962
315    Yes, I am willing to be interviewed      1.4488
316 No, I am not willing to be interviewed      0.5595
317 No, I am not willing to be interviewed      0.8451
318 No, I am not willing to be interviewed      1.3289
319 No, I am not willing to be interviewed      0.7622
320 No, I am not willing to be interviewed      0.4038
321 No, I am not willing to be interviewed      0.8618
322    Yes, I am willing to be interviewed      0.4296
323 No, I am not willing to be interviewed      0.7578
324    Yes, I am willing to be interviewed      0.5324
325 No, I am not willing to be interviewed      1.6534
326 No, I am not willing to be interviewed      2.8575
327    Yes, I am willing to be interviewed      0.7588
328 No, I am not willing to be interviewed      0.7846
329 No, I am not willing to be interviewed      0.9257
330 No, I am not willing to be interviewed      0.5568
331 No, I am not willing to be interviewed      1.1564
332    Yes, I am willing to be interviewed      0.9836
333 No, I am not willing to be interviewed      0.8778
334 No, I am not willing to be interviewed      1.2338
335 No, I am not willing to be interviewed      1.3530
336    Yes, I am willing to be interviewed      0.9332
337    Yes, I am willing to be interviewed      0.5788
338 No, I am not willing to be interviewed      1.2378
339    Yes, I am willing to be interviewed      0.6882
340    Yes, I am willing to be interviewed      0.5083
341    Yes, I am willing to be interviewed      0.7590
342    Yes, I am willing to be interviewed      0.7922
343    Yes, I am willing to be interviewed      0.8866
344    Yes, I am willing to be interviewed      1.1323
345 No, I am not willing to be interviewed      0.6826
346 No, I am not willing to be interviewed      0.9639
347 No, I am not willing to be interviewed      1.4648
348    Yes, I am willing to be interviewed      0.8118
349 No, I am not willing to be interviewed      1.3761
350    Yes, I am willing to be interviewed      0.7116
351    Yes, I am willing to be interviewed      0.6582
352 No, I am not willing to be interviewed      0.5374
353    Yes, I am willing to be interviewed      0.6609
354    Yes, I am willing to be interviewed      1.5339
355    Yes, I am willing to be interviewed      1.9662
356 No, I am not willing to be interviewed      0.6409
357 No, I am not willing to be interviewed      0.9287
358 No, I am not willing to be interviewed      0.9433
359 No, I am not willing to be interviewed      0.7183
360 No, I am not willing to be interviewed      0.7573
361 No, I am not willing to be interviewed      2.3210
362 No, I am not willing to be interviewed      0.7850
363 No, I am not willing to be interviewed      0.8484
364 No, I am not willing to be interviewed      1.1026
365 No, I am not willing to be interviewed      0.7172
366    Yes, I am willing to be interviewed      0.8383
367 No, I am not willing to be interviewed      2.1023
368 No, I am not willing to be interviewed      0.6315
369    Yes, I am willing to be interviewed      0.9512
370 No, I am not willing to be interviewed      1.0312
371    Yes, I am willing to be interviewed      0.9179
372 No, I am not willing to be interviewed      1.2451
373 No, I am not willing to be interviewed      1.8431
374 No, I am not willing to be interviewed      1.6095
375 No, I am not willing to be interviewed      3.0588
376 No, I am not willing to be interviewed      1.0227
377 No, I am not willing to be interviewed      1.5021
378 No, I am not willing to be interviewed      4.7289
379 No, I am not willing to be interviewed      1.0292
380    Yes, I am willing to be interviewed      0.7303
381 No, I am not willing to be interviewed      0.9287
382 No, I am not willing to be interviewed      1.1501
383 No, I am not willing to be interviewed      0.6706
384 No, I am not willing to be interviewed      2.4553
385 No, I am not willing to be interviewed      1.5878
386    Yes, I am willing to be interviewed      0.7648
387    Yes, I am willing to be interviewed      1.3290
388 No, I am not willing to be interviewed      1.0223
389    Yes, I am willing to be interviewed      1.9497
390 No, I am not willing to be interviewed      0.5788
391 No, I am not willing to be interviewed      6.2553
392 No, I am not willing to be interviewed      0.6556
393 No, I am not willing to be interviewed      2.3801
394    Yes, I am willing to be interviewed      0.5126
395 No, I am not willing to be interviewed      0.8385
396    Yes, I am willing to be interviewed      0.7889
397 No, I am not willing to be interviewed      0.4838
398    Yes, I am willing to be interviewed      0.9139
399    Yes, I am willing to be interviewed      0.8008
400 No, I am not willing to be interviewed      1.2854
401 No, I am not willing to be interviewed      1.5481
402 No, I am not willing to be interviewed      1.4188
403 No, I am not willing to be interviewed      0.4821
404 No, I am not willing to be interviewed      1.0239
405    Yes, I am willing to be interviewed      0.4542
406 No, I am not willing to be interviewed      0.7573
407 No, I am not willing to be interviewed      0.7962
408 No, I am not willing to be interviewed      0.6190
409    Yes, I am willing to be interviewed      2.3369
410 No, I am not willing to be interviewed      1.5893
411 No, I am not willing to be interviewed      1.2848
412 No, I am not willing to be interviewed      1.2113
413 No, I am not willing to be interviewed      0.4068
414    Yes, I am willing to be interviewed      0.3862
415    Yes, I am willing to be interviewed      0.6434
416    Yes, I am willing to be interviewed      0.9651
417 No, I am not willing to be interviewed      1.3139
418 No, I am not willing to be interviewed      1.2227
419    Yes, I am willing to be interviewed      0.6805
420    Yes, I am willing to be interviewed      0.6497
421 No, I am not willing to be interviewed      1.2532
422 No, I am not willing to be interviewed      0.4005
423 No, I am not willing to be interviewed      0.8142
424    Yes, I am willing to be interviewed      0.5905
425 No, I am not willing to be interviewed      0.8953
426    Yes, I am willing to be interviewed      0.7901
427 No, I am not willing to be interviewed      1.0711
428 No, I am not willing to be interviewed      1.2093
429    Yes, I am willing to be interviewed      3.6085
430    Yes, I am willing to be interviewed      0.5493
431 No, I am not willing to be interviewed      2.0064
432 No, I am not willing to be interviewed      0.9907
433 No, I am not willing to be interviewed      0.7625
434    Yes, I am willing to be interviewed      0.5318
435 No, I am not willing to be interviewed      1.5232
436 No, I am not willing to be interviewed      1.7585
437 No, I am not willing to be interviewed      2.5158
438    Yes, I am willing to be interviewed      0.5174
439 No, I am not willing to be interviewed      0.6986
440 No, I am not willing to be interviewed      0.7622
441 No, I am not willing to be interviewed      0.8158
442 No, I am not willing to be interviewed      0.8515
443 No, I am not willing to be interviewed      3.7417
444 No, I am not willing to be interviewed      1.0555
445 No, I am not willing to be interviewed      0.9065
446 No, I am not willing to be interviewed      1.4205
447    Yes, I am willing to be interviewed      0.6217
448 No, I am not willing to be interviewed      0.4165
449 No, I am not willing to be interviewed      3.1176
450 No, I am not willing to be interviewed      0.5923
451    Yes, I am willing to be interviewed      0.9776
452    Yes, I am willing to be interviewed      0.6319
453    Yes, I am willing to be interviewed      0.8280
454    Yes, I am willing to be interviewed      0.6434
455 No, I am not willing to be interviewed      1.4336
456    Yes, I am willing to be interviewed      0.5101
457    Yes, I am willing to be interviewed      0.8617
458    Yes, I am willing to be interviewed      0.5918
459 No, I am not willing to be interviewed      0.4364
460    Yes, I am willing to be interviewed      2.5859
461    Yes, I am willing to be interviewed      1.3333
462 No, I am not willing to be interviewed      0.9297
463 No, I am not willing to be interviewed      0.5522
464    Yes, I am willing to be interviewed      0.9361
465 No, I am not willing to be interviewed      0.5744
466 No, I am not willing to be interviewed      2.7143
467    Yes, I am willing to be interviewed      0.5120
468 No, I am not willing to be interviewed      1.2427
469    Yes, I am willing to be interviewed      0.4683
470    Yes, I am willing to be interviewed      0.3240
471 No, I am not willing to be interviewed      1.9050
472    Yes, I am willing to be interviewed      0.7849
473    Yes, I am willing to be interviewed      0.7125
474 No, I am not willing to be interviewed      0.7153
475 No, I am not willing to be interviewed      1.8266
476 No, I am not willing to be interviewed      1.4336
477 No, I am not willing to be interviewed      1.2994
478    Yes, I am willing to be interviewed      0.7508
479 No, I am not willing to be interviewed      0.5901
480    Yes, I am willing to be interviewed      0.5200
481 No, I am not willing to be interviewed      0.7300
482    Yes, I am willing to be interviewed      1.3005
483    Yes, I am willing to be interviewed      0.3922
484    Yes, I am willing to be interviewed      1.2667
485 No, I am not willing to be interviewed      0.4542
486 No, I am not willing to be interviewed      1.8529
487 No, I am not willing to be interviewed      1.0174
488 No, I am not willing to be interviewed      1.0567
489 No, I am not willing to be interviewed      0.6663
490 No, I am not willing to be interviewed      1.0875
491 No, I am not willing to be interviewed      1.6268
492 No, I am not willing to be interviewed      0.6806
493 No, I am not willing to be interviewed      2.6918
494    Yes, I am willing to be interviewed      1.5398
495    Yes, I am willing to be interviewed      1.0489
496    Yes, I am willing to be interviewed      0.8129
497 No, I am not willing to be interviewed      0.7745
498 No, I am not willing to be interviewed      0.5734
499 No, I am not willing to be interviewed      0.6209
500 No, I am not willing to be interviewed      0.9056
501 No, I am not willing to be interviewed      0.9658
502 No, I am not willing to be interviewed      0.9246
503 No, I am not willing to be interviewed      1.5253
504 No, I am not willing to be interviewed      1.8271
505    Yes, I am willing to be interviewed      0.5659
506 No, I am not willing to be interviewed      0.4038
507 No, I am not willing to be interviewed      1.7083
508    Yes, I am willing to be interviewed      1.2585
509 No, I am not willing to be interviewed      1.1559
510 No, I am not willing to be interviewed      0.4431
511 No, I am not willing to be interviewed      0.9466
512 No, I am not willing to be interviewed      0.7901
513    Yes, I am willing to be interviewed      1.1392
514    Yes, I am willing to be interviewed      1.1124
515 No, I am not willing to be interviewed      0.5280
516 No, I am not willing to be interviewed      0.5579
517 No, I am not willing to be interviewed      0.7218
518    Yes, I am willing to be interviewed      1.3298
519 No, I am not willing to be interviewed      0.9196
520 No, I am not willing to be interviewed      0.7389
521    Yes, I am willing to be interviewed      2.1002
522 No, I am not willing to be interviewed      1.0621
523    Yes, I am willing to be interviewed      1.5343
524    Yes, I am willing to be interviewed      0.9738
525    Yes, I am willing to be interviewed      0.5544
526    Yes, I am willing to be interviewed      1.8921
527 No, I am not willing to be interviewed      0.8393

Code

df1 <- transform(df,
                 pphhsize =as.numeric(pphhsize))
df1

         id xspanish complete_status ppage
1   7230001  English       qualified    68
2   7230002  English       qualified    85
3   7230003  English       qualified    69
4   7230004  English       qualified    74
5   7230005  English       qualified    77
6   7230006  English       qualified    70
7   7230007  English       qualified    26
8   7230008  English       qualified    76
9   7230009  English       qualified    78
10  7230010  English       qualified    47
11  7230011  English       qualified    58
12  7230012  English       qualified    50
13  7230013  English       qualified    84
14  7230014  English       qualified    61
15  7230015  English       qualified    77
16  7230016  English       qualified    55
17  7230017  English       qualified    64
18  7230018  English       qualified    48
19  7230019  English       qualified    78
20  7230020  English       qualified    72
21  7230021  English       qualified    55
22  7230022  English       qualified    44
23  7230023  English       qualified    61
24  7230024  English       qualified    73
25  7230025  English       qualified    66
26  7230026  English       qualified    42
27  7230027  English       qualified    47
28  7230028  English       qualified    65
29  7230029  English       qualified    74
30  7230030  English       qualified    84
31  7230031  English       qualified    59
32  7230032  English       qualified    66
33  7230033  English       qualified    76
34  7230034  English       qualified    44
35  7230035  English       qualified    32
36  7230036  English       qualified    55
37  7230037  English       qualified    53
38  7230038  English       qualified    44
39  7230039  English       qualified    37
40  7230040  English       qualified    67
41  7230041  English       qualified    31
42  7230042  English       qualified    58
43  7230043  English       qualified    60
44  7230044  English       qualified    69
45  7230045  English       qualified    52
46  7230046  English       qualified    52
47  7230047  English       qualified    72
48  7230048  English       qualified    80
49  7230049  English       qualified    69
50  7230050  English       qualified    76
51  7230051  English       qualified    75
52  7230052  English       qualified    74
53  7230053  English       qualified    64
54  7230054  English       qualified    74
55  7230055  English       qualified    74
56  7230056  English       qualified    27
57  7230057  English       qualified    56
58  7230058  English       qualified    64
59  7230059  English       qualified    70
60  7230060  English       qualified    62
61  7230061  English       qualified    43
62  7230062  English       qualified    67
63  7230063  English       qualified    65
64  7230064  English       qualified    71
65  7230065  English       qualified    74
66  7230066  English       qualified    69
67  7230067  English       qualified    63
68  7230068  English       qualified    81
69  7230069  English       qualified    82
70  7230070  English       qualified    69
71  7230071  English       qualified    73
72  7230072  English       qualified    74
73  7230073  English       qualified    56
74  7230074  English       qualified    68
75  7230075  English       qualified    59
76  7230076  English       qualified    84
77  7230077  English       qualified    83
78  7230078  English       qualified    68
79  7230079  English       qualified    58
80  7230080  English       qualified    26
81  7230081  English       qualified    57
82  7230082  English       qualified    52
83  7230083  English       qualified    80
84  7230084  English       qualified    50
85  7230085  English       qualified    58
86  7230086  English       qualified    74
87  7230087  English       qualified    56
88  7230088  English       qualified    70
89  7230089  English       qualified    44
90  7230090  English       qualified    50
91  7230091  English       qualified    63
92  7230092  English       qualified    78
93  7230093  English       qualified    55
94  7230094  English       qualified    66
95  7230095  English       qualified    70
96  7230096  English       qualified    65
97  7230097  English       qualified    76
98  7230098  English       qualified    42
99  7230099  English       qualified    58
100 7230100  English       qualified    66
101 7230101  English       qualified    54
102 7230102  English       qualified    43
103 7230103  English       qualified    61
104 7230104  English       qualified    82
105 7230105  English       qualified    70
106 7230106  English       qualified    88
107 7230107  English       qualified    68
108 7230108  English       qualified    40
109 7230109  English       qualified    53
110 7230110  English       qualified    61
111 7230111  English       qualified    51
112 7230112  English       qualified    58
113 7230113  English       qualified    73
114 7230114  English       qualified    60
115 7230115  English       qualified    70
116 7230116  English       qualified    72
117 7230117  English       qualified    78
118 7230118  English       qualified    40
119 7230119  English       qualified    37
120 7230120  English       qualified    43
121 7230121  English       qualified    31
122 7230122  Spanish       qualified    37
123 7230123  English       qualified    76
124 7230124  English       qualified    58
125 7230125  English       qualified    45
126 7230126  English       qualified    51
127 7230127  English       qualified    49
128 7230128  English       qualified    80
129 7230129  English       qualified    74
130 7230130  English       qualified    29
131 7230131  English       qualified    76
132 7230132  English       qualified    55
133 7230133  English       qualified    57
134 7230134  English       qualified    51
135 7230135  English       qualified    91
136 7230136  English       qualified    67
137 7230137  English       qualified    24
138 7230138  English       qualified    62
139 7230139  English       qualified    31
140 7230140  English       qualified    59
141 7230141  English       qualified    31
142 7230142  English       qualified    44
143 7230143  English       qualified    56
144 7230144  English       qualified    52
145 7230145  English       qualified    37
146 7230146  English       qualified    66
147 7230147  English       qualified    62
148 7230148  English       qualified    74
149 7230149  English       qualified    52
150 7230150  English       qualified    29
151 7230151  English       qualified    36
152 7230152  English       qualified    71
153 7230153  English       qualified    70
154 7230154  English       qualified    35
155 7230155  English       qualified    53
156 7230156  English       qualified    34
157 7230157  English       qualified    32
158 7230158  English       qualified    65
159 7230159  English       qualified    40
160 7230160  English       qualified    32
161 7230161  English       qualified    36
162 7230162  English       qualified    58
163 7230163  English       qualified    23
164 7230164  English       qualified    33
165 7230165  English       qualified    57
166 7230166  English       qualified    70
167 7230167  English       qualified    48
168 7230168  English       qualified    84
169 7230169  English       qualified    54
170 7230170  English       qualified    41
171 7230171  English       qualified    46
172 7230172  English       qualified    68
173 7230173  English       qualified    59
174 7230174  English       qualified    58
175 7230175  English       qualified    54
176 7230176  English       qualified    60
177 7230177  English       qualified    59
178 7230178  English       qualified    39
179 7230179  English       qualified    66
180 7230180  English       qualified    36
181 7230181  English       qualified    21
182 7230182  English       qualified    82
183 7230183  English       qualified    60
184 7230184  English       qualified    42
185 7230185  English       qualified    40
186 7230186  English       qualified    76
187 7230187  English       qualified    60
188 7230188  English       qualified    67
189 7230189  English       qualified    65
190 7230190  English       qualified    63
191 7230191  English       qualified    52
192 7230192  English       qualified    55
193 7230193  English       qualified    61
194 7230194  English       qualified    79
195 7230195  English       qualified    46
196 7230196  English       qualified    54
197 7230197  English       qualified    55
198 7230198  English       qualified    72
199 7230199  English       qualified    77
200 7230200  English       qualified    32
201 7230201  English       qualified    75
202 7230202  English       qualified    63
203 7230203  English       qualified    33
204 7230204  English       qualified    81
205 7230205  English       qualified    56
206 7230206  English       qualified    41
207 7230207  English       qualified    30
208 7230208  English       qualified    25
209 7230209  English       qualified    65
210 7230210  English       qualified    40
211 7230211  English       qualified    59
212 7230212  English       qualified    54
213 7230213  English       qualified    50
214 7230214  English       qualified    45
215 7230215  English       qualified    65
216 7230216  English       qualified    29
217 7230217  English       qualified    63
218 7230218  English       qualified    88
219 7230219  English       qualified    35
220 7230220  English       qualified    72
221 7230221  English       qualified    43
222 7230222  English       qualified    46
223 7230223  English       qualified    45
224 7230224  English       qualified    25
225 7230225  English       qualified    84
226 7230226  English       qualified    81
227 7230227  English       qualified    46
228 7230228  English       qualified    19
229 7230229  English       qualified    50
230 7230230  English       qualified    68
231 7230231  English       qualified    73
232 7230232  English       qualified    74
233 7230233  English       qualified    54
234 7230234  English       qualified    87
235 7230235  Spanish       qualified    50
236 7230236  English       qualified    27
237 7230237  English       qualified    67
238 7230238  English       qualified    65
239 7230239  English       qualified    54
240 7230240  English       qualified    40
241 7230241  English       qualified    44
242 7230242  English       qualified    58
243 7230243  English       qualified    39
244 7230244  English       qualified    20
245 7230245  English       qualified    40
246 7230246  English       qualified    68
247 7230247  English       qualified    54
248 7230248  English       qualified    61
249 7230249  English       qualified    62
250 7230250  English       qualified    73
251 7230251  English       qualified    68
252 7230252  English       qualified    56
253 7230253  English       qualified    74
254 7230254  English       qualified    31
255 7230255  English       qualified    42
256 7230256  English       qualified    76
257 7230257  English       qualified    85
258 7230258  English       qualified    67
259 7230259  English       qualified    81
260 7230260  English       qualified    58
261 7230261  English       qualified    40
262 7230262  English       qualified    46
263 7230263  English       qualified    41
264 7230264  English       qualified    61
265 7230265  English       qualified    40
266 7230266  English       qualified    33
267 7230267  English       qualified    66
268 7230268  English       qualified    41
269 7230269  Spanish       qualified    40
270 7230270  English       qualified    60
271 7230271  English       qualified    58
272 7230272  English       qualified    29
273 7230273  Spanish       qualified    46
274 7230274  English       qualified    74
275 7230275  English       qualified    51
276 7230276  English       qualified    74
277 7230277  English       qualified    52
278 7230278  English       qualified    52
279 7230279  English       qualified    67
280 7230280  English       qualified    41
281 7230281  English       qualified    76
282 7230282  English       qualified    48
283 7230283  English       qualified    59
284 7230284  English       qualified    41
285 7230285  English       qualified    42
286 7230286  English       qualified    64
287 7230287  English       qualified    51
288 7230288  English       qualified    24
289 7230289  Spanish       qualified    55
290 7230290  English       qualified    24
291 7230291  English       qualified    75
292 7230292  English       qualified    72
293 7230293  English       qualified    60
294 7230294  English       qualified    70
295 7230295  English       qualified    50
296 7230296  English       qualified    22
297 7230297  English       qualified    70
298 7230298  English       qualified    29
299 7230299  English       qualified    48
300 7230300  English       qualified    51
301 7230301  English       qualified    40
302 7230302  English       qualified    66
303 7230303  English       qualified    67
304 7230304  English       qualified    47
305 7230305  English       qualified    67
306 7230306  English       qualified    58
307 7230307  English       qualified    28
308 7230308  English       qualified    71
309 7230309  English       qualified    60
310 7230310  English       qualified    56
311 7230311  English       qualified    21
312 7230312  English       qualified    47
313 7230313  English       qualified    50
314 7230314  English       qualified    70
315 7230315  English       qualified    42
316 7230316  English       qualified    71
317 7230317  English       qualified    49
318 7230318  English       qualified    43
319 7230319  English       qualified    41
320 7230320  English       qualified    57
321 7230321  English       qualified    61
322 7230322  English       qualified    70
323 7230323  English       qualified    70
324 7230324  English       qualified    67
325 7230325  English       qualified    27
326 7230326  English       qualified    89
327 7230327  English       qualified    34
328 7230328  English       qualified    32
329 7230329  English       qualified    24
330 7230330  English       qualified    73
331 7230331  English       qualified    32
332 7230332  English       qualified    63
333 7230333  English       qualified    70
334 7230334  English       qualified    40
335 7230335  English       qualified    53
336 7230336  English       qualified    29
337 7230337  English       qualified    38
338 7230338  Spanish       qualified    53
339 7230339  English       qualified    59
340 7230340  English       qualified    59
341 7230341  English       qualified    55
342 7230342  English       qualified    71
343 7230343  English       qualified    47
344 7230344  English       qualified    49
345 7230345  English       qualified    83
346 7230346  English       qualified    29
347 7230347  English       qualified    27
348 7230348  English       qualified    47
349 7230349  English       qualified    24
350 7230350  English       qualified    64
351 7230351  English       qualified    56
352 7230352  English       qualified    74
353 7230353  English       qualified    54
354 7230354  English       qualified    31
355 7230355  Spanish       qualified    52
356 7230356  English       qualified    81
357 7230357  English       qualified    21
358 7230358  English       qualified    20
359 7230359  English       qualified    63
360 7230360  English       qualified    33
361 7230361  English       qualified    28
362 7230362  English       qualified    31
363 7230363  English       qualified    70
364 7230364  English       qualified    53
365 7230365  English       qualified    69
366 7230366  English       qualified    30
367 7230367  English       qualified    43
368 7230368  English       qualified    55
369 7230369  English       qualified    36
370 7230370  English       qualified    46
371 7230371  English       qualified    34
372 7230372  English       qualified    21
373 7230373  English       qualified    24
374 7230374  English       qualified    29
375 7230375  English       qualified    24
376 7230376  English       qualified    27
377 7230377  English       qualified    26
378 7230378  English       qualified    27
379 7230379  English       qualified    23
380 7230380  English       qualified    59
381 7230381  English       qualified    24
382 7230382  English       qualified    28
383 7230383  English       qualified    88
384 7230384  English       qualified    23
385 7230385  English       qualified    43
386 7230386  English       qualified    74
387 7230387  English       qualified    38
388 7230388  English       qualified    53
389 7230389  English       qualified    28
390 7230390  English       qualified    30
391 7230391  English       qualified    18
392 7230392  English       qualified    61
393 7230393  English       qualified    59
394 7230394  English       qualified    59
395 7230395  English       qualified    26
396 7230396  English       qualified    50
397 7230397  English       qualified    57
398 7230398  English       qualified    34
399 7230399  English       qualified    26
400 7230400  Spanish       qualified    32
401 7230401  English       qualified    27
402 7230402  English       qualified    22
403 7230403  English       qualified    69
404 7230404  English       qualified    69
405 7230405  English       qualified    71
406 7230406  English       qualified    37
407 7230407  English       qualified    62
408 7230408  English       qualified    30
409 7230409  English       qualified    23
410 7230410  English       qualified    36
411 7230411  English       qualified    39
412 7230412  English       qualified    44
413 7230413  English       qualified    66
414 7230414  English       qualified    56
415 7230415  English       qualified    53
416 7230416  English       qualified    60
417 7230417  English       qualified    34
418 7230418  English       qualified    42
419 7230419  English       qualified    47
420 7230420  English       qualified    66
421 7230421  English       qualified    34
422 7230422  English       qualified    64
423 7230423  English       qualified    44
424 7230424  English       qualified    58
425 7230425  English       qualified    46
426 7230426  English       qualified    33
427 7230427  English       qualified    74
428 7230428  English       qualified    35
429 7230429  English       qualified    39
430 7230430  English       qualified    75
431 7230431  English       qualified    18
432 7230432  English       qualified    31
433 7230433  English       qualified    39
434 7230434  English       qualified    57
435 7230435  English       qualified    43
436 7230436  English       qualified    39
437 7230437  English       qualified    20
438 7230438  English       qualified    65
439 7230439  English       qualified    59
440 7230440  English       qualified    30
441 7230441  English       qualified    57
442 7230442  English       qualified    82
443 7230443  English       qualified    26
444 7230444  English       qualified    32
445 7230445  English       qualified    60
446 7230446  English       qualified    55
447 7230447  English       qualified    65
448 7230448  English       qualified    74
449 7230449  Spanish       qualified    37
450 7230450  English       qualified    46
451 7230451  English       qualified    59
452 7230452  English       qualified    41
453 7230453  English       qualified    47
454 7230454  English       qualified    56
455 7230455  English       qualified    46
456 7230456  English       qualified    73
457 7230457  English       qualified    58
458 7230458  English       qualified    32
459 7230459  English       qualified    69
460 7230460  English       qualified    29
461 7230461  English       qualified    57
462 7230462  English       qualified    40
463 7230463  English       qualified    61
464 7230464  English       qualified    66
465 7230465  English       qualified    73
466 7230466  English       qualified    20
467 7230467  English       qualified    47
468 7230468  English       qualified    26
469 7230469  English       qualified    66
470 7230470  English       qualified    83
471 7230471  English       qualified    60
472 7230472  English       qualified    66
473 7230473  English       qualified    62
474 7230474  English       qualified    52
475 7230475  English       qualified    42
476 7230476  English       qualified    56
477 7230477  English       qualified    27
478 7230478  English       qualified    67
479 7230479  English       qualified    64
480 7230480  English       qualified    57
481 7230481  English       qualified    44
482 7230482  Spanish       qualified    55
483 7230483  English       qualified    53
484 7230484  English       qualified    36
485 7230485  English       qualified    70
486 7230486  Spanish       qualified    45
487 7230487  English       qualified    54
488 7230488  English       qualified    79
489 7230489  English       qualified    34
490 7230490  English       qualified    44
491 7230491  Spanish       qualified    39
492 7230492  English       qualified    54
493 7230493  English       qualified    44
494 7230494  English       qualified    30
495 7230495  English       qualified    63
496 7230496  English       qualified    65
497 7230497  English       qualified    59
498 7230498  English       qualified    49
499 7230499  English       qualified    68
500 7230500  English       qualified    41
501 7230501  English       qualified    28
502 7230502  English       qualified    49
503 7230503  English       qualified    39
504 7230504  English       qualified    29
505 7230505  English       qualified    36
506 7230506  English       qualified    49
507 7230507  English       qualified    68
508 7230508  English       qualified    41
509 7230509  English       qualified    44
510 7230510  English       qualified    73
511 7230511  English       qualified    56
512 7230512  English       qualified    55
513 7230513  English       qualified    68
514 7230514  English       qualified    30
515 7230515  English       qualified    59
516 7230516  English       qualified    62
517 7230517  English       qualified    68
518 7230518  Spanish       qualified    53
519 7230519  English       qualified    70
520 7230520  English       qualified    42
521 7230521  English       qualified    28
522 7230522  English       qualified    32
523 7230523  English       qualified    24
524 7230524  English       qualified    58
525 7230525  English       qualified    64
526 7230526  English       qualified    21
527 7230527  English       qualified    56
                                                             ppeduc5
1   High school graduate (high school diploma or the equivalent GED)
2                                               Bachelor\x92s degree
3   High school graduate (high school diploma or the equivalent GED)
4                                               Bachelor\x92s degree
5   High school graduate (high school diploma or the equivalent GED)
6                                               Bachelor\x92s degree
7                                        Master\x92s degree or above
8                                               Bachelor\x92s degree
9                                               Bachelor\x92s degree
10                                       Master\x92s degree or above
11  High school graduate (high school diploma or the equivalent GED)
12                                       Master\x92s degree or above
13                                       Master\x92s degree or above
14  High school graduate (high school diploma or the equivalent GED)
15  High school graduate (high school diploma or the equivalent GED)
16  High school graduate (high school diploma or the equivalent GED)
17                                  Some college or Associate degree
18                                  Some college or Associate degree
19  High school graduate (high school diploma or the equivalent GED)
20  High school graduate (high school diploma or the equivalent GED)
21                                       Master\x92s degree or above
22                                       Master\x92s degree or above
23                                  Some college or Associate degree
24                                  Some college or Associate degree
25  High school graduate (high school diploma or the equivalent GED)
26                                              Bachelor\x92s degree
27                                       Master\x92s degree or above
28                                       Master\x92s degree or above
29                                       Master\x92s degree or above
30  High school graduate (high school diploma or the equivalent GED)
31                                              Bachelor\x92s degree
32                                              Bachelor\x92s degree
33                                  Some college or Associate degree
34                                       Master\x92s degree or above
35                                              Bachelor\x92s degree
36                                              Bachelor\x92s degree
37  High school graduate (high school diploma or the equivalent GED)
38                                              Bachelor\x92s degree
39                                  Some college or Associate degree
40  High school graduate (high school diploma or the equivalent GED)
41                                  Some college or Associate degree
42                                       Master\x92s degree or above
43                                  Some college or Associate degree
44                                              Bachelor\x92s degree
45                                  Some college or Associate degree
46                                              Bachelor\x92s degree
47                                       Master\x92s degree or above
48                                       Master\x92s degree or above
49                                  Some college or Associate degree
50  High school graduate (high school diploma or the equivalent GED)
51                                              Bachelor\x92s degree
52  High school graduate (high school diploma or the equivalent GED)
53                                  Some college or Associate degree
54                                              Bachelor\x92s degree
55  High school graduate (high school diploma or the equivalent GED)
56                                  Some college or Associate degree
57                                       Master\x92s degree or above
58  High school graduate (high school diploma or the equivalent GED)
59  High school graduate (high school diploma or the equivalent GED)
60                                       Master\x92s degree or above
61                                  Some college or Associate degree
62                                  Some college or Associate degree
63                                  Some college or Associate degree
64  High school graduate (high school diploma or the equivalent GED)
65                                  Some college or Associate degree
66                                  Some college or Associate degree
67                                       Master\x92s degree or above
68                                  Some college or Associate degree
69  High school graduate (high school diploma or the equivalent GED)
70                                  Some college or Associate degree
71                                  Some college or Associate degree
72  High school graduate (high school diploma or the equivalent GED)
73                                              Bachelor\x92s degree
74  High school graduate (high school diploma or the equivalent GED)
75  High school graduate (high school diploma or the equivalent GED)
76  High school graduate (high school diploma or the equivalent GED)
77  High school graduate (high school diploma or the equivalent GED)
78                                  Some college or Associate degree
79                                  Some college or Associate degree
80                                              Bachelor\x92s degree
81                                  Some college or Associate degree
82                                  Some college or Associate degree
83  High school graduate (high school diploma or the equivalent GED)
84                                       Master\x92s degree or above
85  High school graduate (high school diploma or the equivalent GED)
86                                     No high school diploma or GED
87                                              Bachelor\x92s degree
88                                       Master\x92s degree or above
89                                              Bachelor\x92s degree
90                                              Bachelor\x92s degree
91                                       Master\x92s degree or above
92                                  Some college or Associate degree
93                                       Master\x92s degree or above
94  High school graduate (high school diploma or the equivalent GED)
95                                  Some college or Associate degree
96                                              Bachelor\x92s degree
97                                              Bachelor\x92s degree
98                                       Master\x92s degree or above
99                                  Some college or Associate degree
100                                    No high school diploma or GED
101 High school graduate (high school diploma or the equivalent GED)
102                                    No high school diploma or GED
103                                 Some college or Associate degree
104                                 Some college or Associate degree
105                                 Some college or Associate degree
106 High school graduate (high school diploma or the equivalent GED)
107                                             Bachelor\x92s degree
108                                      Master\x92s degree or above
109 High school graduate (high school diploma or the equivalent GED)
110                                      Master\x92s degree or above
111 High school graduate (high school diploma or the equivalent GED)
112 High school graduate (high school diploma or the equivalent GED)
113                                 Some college or Associate degree
114 High school graduate (high school diploma or the equivalent GED)
115                                             Bachelor\x92s degree
116                                      Master\x92s degree or above
117                                             Bachelor\x92s degree
118                                 Some college or Associate degree
119                                      Master\x92s degree or above
120                                             Bachelor\x92s degree
121                                 Some college or Associate degree
122                                    No high school diploma or GED
123 High school graduate (high school diploma or the equivalent GED)
124                                             Bachelor\x92s degree
125                                 Some college or Associate degree
126 High school graduate (high school diploma or the equivalent GED)
127 High school graduate (high school diploma or the equivalent GED)
128                                 Some college or Associate degree
129 High school graduate (high school diploma or the equivalent GED)
130                                 Some college or Associate degree
131 High school graduate (high school diploma or the equivalent GED)
132                                 Some college or Associate degree
133                                             Bachelor\x92s degree
134 High school graduate (high school diploma or the equivalent GED)
135                                             Bachelor\x92s degree
136 High school graduate (high school diploma or the equivalent GED)
137                                             Bachelor\x92s degree
138                                      Master\x92s degree or above
139                                             Bachelor\x92s degree
140                                      Master\x92s degree or above
141                                      Master\x92s degree or above
142                                      Master\x92s degree or above
143                                      Master\x92s degree or above
144 High school graduate (high school diploma or the equivalent GED)
145                                             Bachelor\x92s degree
146                                             Bachelor\x92s degree
147                                 Some college or Associate degree
148                                             Bachelor\x92s degree
149                                             Bachelor\x92s degree
150                                      Master\x92s degree or above
151                                 Some college or Associate degree
152                                 Some college or Associate degree
153 High school graduate (high school diploma or the equivalent GED)
154 High school graduate (high school diploma or the equivalent GED)
155                                 Some college or Associate degree
156 High school graduate (high school diploma or the equivalent GED)
157                                    No high school diploma or GED
158 High school graduate (high school diploma or the equivalent GED)
159                                      Master\x92s degree or above
160                                             Bachelor\x92s degree
161                                      Master\x92s degree or above
162                                 Some college or Associate degree
163                                 Some college or Associate degree
164                                      Master\x92s degree or above
165                                 Some college or Associate degree
166 High school graduate (high school diploma or the equivalent GED)
167                                 Some college or Associate degree
168                                 Some college or Associate degree
169                                      Master\x92s degree or above
170                                      Master\x92s degree or above
171                                             Bachelor\x92s degree
172                                 Some college or Associate degree
173                                 Some college or Associate degree
174                                      Master\x92s degree or above
175                                 Some college or Associate degree
176                                      Master\x92s degree or above
177                                 Some college or Associate degree
178 High school graduate (high school diploma or the equivalent GED)
179                                 Some college or Associate degree
180                                             Bachelor\x92s degree
181                                    No high school diploma or GED
182                                      Master\x92s degree or above
183 High school graduate (high school diploma or the equivalent GED)
184                                    No high school diploma or GED
185                                 Some college or Associate degree
186                                      Master\x92s degree or above
187                                 Some college or Associate degree
188 High school graduate (high school diploma or the equivalent GED)
189                                             Bachelor\x92s degree
190                                      Master\x92s degree or above
191 High school graduate (high school diploma or the equivalent GED)
192                                 Some college or Associate degree
193                                             Bachelor\x92s degree
194 High school graduate (high school diploma or the equivalent GED)
195                                 Some college or Associate degree
196                                             Bachelor\x92s degree
197                                 Some college or Associate degree
198 High school graduate (high school diploma or the equivalent GED)
199                                 Some college or Associate degree
200                                             Bachelor\x92s degree
201                                 Some college or Associate degree
202                                      Master\x92s degree or above
203                                      Master\x92s degree or above
204                                 Some college or Associate degree
205                                 Some college or Associate degree
206                                      Master\x92s degree or above
207 High school graduate (high school diploma or the equivalent GED)
208                                             Bachelor\x92s degree
209                                 Some college or Associate degree
210                                             Bachelor\x92s degree
211                                      Master\x92s degree or above
212                                    No high school diploma or GED
213 High school graduate (high school diploma or the equivalent GED)
214                                 Some college or Associate degree
215                                      Master\x92s degree or above
216 High school graduate (high school diploma or the equivalent GED)
217                                 Some college or Associate degree
218                                             Bachelor\x92s degree
219                                 Some college or Associate degree
220                                             Bachelor\x92s degree
221 High school graduate (high school diploma or the equivalent GED)
222                                      Master\x92s degree or above
223 High school graduate (high school diploma or the equivalent GED)
224                                 Some college or Associate degree
225                                             Bachelor\x92s degree
226 High school graduate (high school diploma or the equivalent GED)
227 High school graduate (high school diploma or the equivalent GED)
228                                 Some college or Associate degree
229 High school graduate (high school diploma or the equivalent GED)
230                                 Some college or Associate degree
231                                      Master\x92s degree or above
232                                 Some college or Associate degree
233                                      Master\x92s degree or above
234 High school graduate (high school diploma or the equivalent GED)
235                                    No high school diploma or GED
236                                 Some college or Associate degree
237                                 Some college or Associate degree
238                                      Master\x92s degree or above
239                                 Some college or Associate degree
240 High school graduate (high school diploma or the equivalent GED)
241                                             Bachelor\x92s degree
242                                      Master\x92s degree or above
243                                             Bachelor\x92s degree
244 High school graduate (high school diploma or the equivalent GED)
245                                      Master\x92s degree or above
246                                 Some college or Associate degree
247 High school graduate (high school diploma or the equivalent GED)
248 High school graduate (high school diploma or the equivalent GED)
249                                             Bachelor\x92s degree
250 High school graduate (high school diploma or the equivalent GED)
251                                 Some college or Associate degree
252                                 Some college or Associate degree
253                                 Some college or Associate degree
254                                             Bachelor\x92s degree
255                                             Bachelor\x92s degree
256                                      Master\x92s degree or above
257                                      Master\x92s degree or above
258                                 Some college or Associate degree
259                                 Some college or Associate degree
260 High school graduate (high school diploma or the equivalent GED)
261                                 Some college or Associate degree
262                                 Some college or Associate degree
263                                             Bachelor\x92s degree
264                                    No high school diploma or GED
265                                    No high school diploma or GED
266                                             Bachelor\x92s degree
267 High school graduate (high school diploma or the equivalent GED)
268                                 Some college or Associate degree
269 High school graduate (high school diploma or the equivalent GED)
270 High school graduate (high school diploma or the equivalent GED)
271                                 Some college or Associate degree
272                                             Bachelor\x92s degree
273                                 Some college or Associate degree
274                                 Some college or Associate degree
275 High school graduate (high school diploma or the equivalent GED)
276                                      Master\x92s degree or above
277                                 Some college or Associate degree
278                                             Bachelor\x92s degree
279                                             Bachelor\x92s degree
280                                      Master\x92s degree or above
281 High school graduate (high school diploma or the equivalent GED)
282                                      Master\x92s degree or above
283 High school graduate (high school diploma or the equivalent GED)
284                                             Bachelor\x92s degree
285                                 Some college or Associate degree
286 High school graduate (high school diploma or the equivalent GED)
287                                 Some college or Associate degree
288                                 Some college or Associate degree
289                                    No high school diploma or GED
290                                      Master\x92s degree or above
291                                             Bachelor\x92s degree
292                                 Some college or Associate degree
293                                      Master\x92s degree or above
294 High school graduate (high school diploma or the equivalent GED)
295                                    No high school diploma or GED
296                                 Some college or Associate degree
297                                 Some college or Associate degree
298                                             Bachelor\x92s degree
299 High school graduate (high school diploma or the equivalent GED)
300                                      Master\x92s degree or above
301 High school graduate (high school diploma or the equivalent GED)
302                                             Bachelor\x92s degree
303                                 Some college or Associate degree
304                                 Some college or Associate degree
305                                 Some college or Associate degree
306 High school graduate (high school diploma or the equivalent GED)
307                                    No high school diploma or GED
308                                             Bachelor\x92s degree
309 High school graduate (high school diploma or the equivalent GED)
310 High school graduate (high school diploma or the equivalent GED)
311 High school graduate (high school diploma or the equivalent GED)
312                                 Some college or Associate degree
313                                 Some college or Associate degree
314                                             Bachelor\x92s degree
315 High school graduate (high school diploma or the equivalent GED)
316 High school graduate (high school diploma or the equivalent GED)
317                                 Some college or Associate degree
318 High school graduate (high school diploma or the equivalent GED)
319                                      Master\x92s degree or above
320                                      Master\x92s degree or above
321 High school graduate (high school diploma or the equivalent GED)
322                                      Master\x92s degree or above
323                                 Some college or Associate degree
324                                      Master\x92s degree or above
325 High school graduate (high school diploma or the equivalent GED)
326                                 Some college or Associate degree
327                                 Some college or Associate degree
328                                             Bachelor\x92s degree
329                                 Some college or Associate degree
330 High school graduate (high school diploma or the equivalent GED)
331                                             Bachelor\x92s degree
332                                             Bachelor\x92s degree
333                                 Some college or Associate degree
334                                             Bachelor\x92s degree
335 High school graduate (high school diploma or the equivalent GED)
336                                             Bachelor\x92s degree
337                                      Master\x92s degree or above
338                                    No high school diploma or GED
339                                 Some college or Associate degree
340                                 Some college or Associate degree
341                                 Some college or Associate degree
342                                      Master\x92s degree or above
343 High school graduate (high school diploma or the equivalent GED)
344 High school graduate (high school diploma or the equivalent GED)
345                                 Some college or Associate degree
346                                 Some college or Associate degree
347                                 Some college or Associate degree
348                                 Some college or Associate degree
349 High school graduate (high school diploma or the equivalent GED)
350                                 Some college or Associate degree
351                                 Some college or Associate degree
352 High school graduate (high school diploma or the equivalent GED)
353                                 Some college or Associate degree
354                                             Bachelor\x92s degree
355                                    No high school diploma or GED
356                                      Master\x92s degree or above
357                                 Some college or Associate degree
358                                 Some college or Associate degree
359                                 Some college or Associate degree
360                                             Bachelor\x92s degree
361 High school graduate (high school diploma or the equivalent GED)
362                                             Bachelor\x92s degree
363 High school graduate (high school diploma or the equivalent GED)
364                                 Some college or Associate degree
365                                 Some college or Associate degree
366                                             Bachelor\x92s degree
367                                 Some college or Associate degree
368                                             Bachelor\x92s degree
369                                             Bachelor\x92s degree
370                                      Master\x92s degree or above
371                                 Some college or Associate degree
372 High school graduate (high school diploma or the equivalent GED)
373 High school graduate (high school diploma or the equivalent GED)
374                                             Bachelor\x92s degree
375 High school graduate (high school diploma or the equivalent GED)
376                                             Bachelor\x92s degree
377                                 Some college or Associate degree
378                                 Some college or Associate degree
379                                             Bachelor\x92s degree
380                                 Some college or Associate degree
381                                 Some college or Associate degree
382                                      Master\x92s degree or above
383                                    No high school diploma or GED
384 High school graduate (high school diploma or the equivalent GED)
385                                    No high school diploma or GED
386                                 Some college or Associate degree
387 High school graduate (high school diploma or the equivalent GED)
388                                 Some college or Associate degree
389 High school graduate (high school diploma or the equivalent GED)
390                                      Master\x92s degree or above
391                                    No high school diploma or GED
392                                             Bachelor\x92s degree
393 High school graduate (high school diploma or the equivalent GED)
394                                             Bachelor\x92s degree
395                                 Some college or Associate degree
396                                 Some college or Associate degree
397                                             Bachelor\x92s degree
398                                      Master\x92s degree or above
399                                             Bachelor\x92s degree
400                                      Master\x92s degree or above
401                                      Master\x92s degree or above
402                                 Some college or Associate degree
403                                 Some college or Associate degree
404 High school graduate (high school diploma or the equivalent GED)
405                                             Bachelor\x92s degree
406                                      Master\x92s degree or above
407                                             Bachelor\x92s degree
408                                             Bachelor\x92s degree
409                                    No high school diploma or GED
410                                      Master\x92s degree or above
411                                    No high school diploma or GED
412                                 Some college or Associate degree
413                                      Master\x92s degree or above
414                                      Master\x92s degree or above
415                                    No high school diploma or GED
416                                 Some college or Associate degree
417                                             Bachelor\x92s degree
418                                 Some college or Associate degree
419                                             Bachelor\x92s degree
420                                 Some college or Associate degree
421                                             Bachelor\x92s degree
422                                             Bachelor\x92s degree
423 High school graduate (high school diploma or the equivalent GED)
424                                      Master\x92s degree or above
425 High school graduate (high school diploma or the equivalent GED)
426                                      Master\x92s degree or above
427                                      Master\x92s degree or above
428                                 Some college or Associate degree
429                                 Some college or Associate degree
430                                      Master\x92s degree or above
431 High school graduate (high school diploma or the equivalent GED)
432 High school graduate (high school diploma or the equivalent GED)
433                                      Master\x92s degree or above
434                                             Bachelor\x92s degree
435                                      Master\x92s degree or above
436 High school graduate (high school diploma or the equivalent GED)
437 High school graduate (high school diploma or the equivalent GED)
438                                      Master\x92s degree or above
439                                      Master\x92s degree or above
440                                             Bachelor\x92s degree
441                                    No high school diploma or GED
442                                             Bachelor\x92s degree
443 High school graduate (high school diploma or the equivalent GED)
444 High school graduate (high school diploma or the equivalent GED)
445                                      Master\x92s degree or above
446                                 Some college or Associate degree
447 High school graduate (high school diploma or the equivalent GED)
448                                 Some college or Associate degree
449 High school graduate (high school diploma or the equivalent GED)
450                                             Bachelor\x92s degree
451                                 Some college or Associate degree
452                                      Master\x92s degree or above
453                                             Bachelor\x92s degree
454 High school graduate (high school diploma or the equivalent GED)
455                                 Some college or Associate degree
456                                             Bachelor\x92s degree
457                                 Some college or Associate degree
458                                             Bachelor\x92s degree
459                                 Some college or Associate degree
460 High school graduate (high school diploma or the equivalent GED)
461                                             Bachelor\x92s degree
462                                 Some college or Associate degree
463                                 Some college or Associate degree
464                                             Bachelor\x92s degree
465                                             Bachelor\x92s degree
466 High school graduate (high school diploma or the equivalent GED)
467                                      Master\x92s degree or above
468                                 Some college or Associate degree
469                                 Some college or Associate degree
470                                      Master\x92s degree or above
471 High school graduate (high school diploma or the equivalent GED)
472                                    No high school diploma or GED
473                                             Bachelor\x92s degree
474 High school graduate (high school diploma or the equivalent GED)
475                                    No high school diploma or GED
476                                 Some college or Associate degree
477                                 Some college or Associate degree
478                                             Bachelor\x92s degree
479                                             Bachelor\x92s degree
480                                      Master\x92s degree or above
481                                             Bachelor\x92s degree
482                                    No high school diploma or GED
483                                      Master\x92s degree or above
484                                 Some college or Associate degree
485                                      Master\x92s degree or above
486                                    No high school diploma or GED
487                                      Master\x92s degree or above
488 High school graduate (high school diploma or the equivalent GED)
489                                 Some college or Associate degree
490                                 Some college or Associate degree
491 High school graduate (high school diploma or the equivalent GED)
492                                             Bachelor\x92s degree
493                                    No high school diploma or GED
494                                 Some college or Associate degree
495 High school graduate (high school diploma or the equivalent GED)
496                                 Some college or Associate degree
497 High school graduate (high school diploma or the equivalent GED)
498                                 Some college or Associate degree
499 High school graduate (high school diploma or the equivalent GED)
500                                             Bachelor\x92s degree
501                                      Master\x92s degree or above
502                                      Master\x92s degree or above
503 High school graduate (high school diploma or the equivalent GED)
504 High school graduate (high school diploma or the equivalent GED)
505                                      Master\x92s degree or above
506                                      Master\x92s degree or above
507 High school graduate (high school diploma or the equivalent GED)
508                                 Some college or Associate degree
509                                 Some college or Associate degree
510                                      Master\x92s degree or above
511                                             Bachelor\x92s degree
512 High school graduate (high school diploma or the equivalent GED)
513                                 Some college or Associate degree
514 High school graduate (high school diploma or the equivalent GED)
515                                 Some college or Associate degree
516                                             Bachelor\x92s degree
517 High school graduate (high school diploma or the equivalent GED)
518 High school graduate (high school diploma or the equivalent GED)
519 High school graduate (high school diploma or the equivalent GED)
520                                 Some college or Associate degree
521                                 Some college or Associate degree
522                                      Master\x92s degree or above
523                                             Bachelor\x92s degree
524                                    No high school diploma or GED
525 High school graduate (high school diploma or the equivalent GED)
526 High school graduate (high school diploma or the equivalent GED)
527                                             Bachelor\x92s degree
                      ppeducat ppgender                 ppethm pphhsize
1                  High school   Female    White, Non-Hispanic        2
2   Bachelors degree or higher     Male    White, Non-Hispanic        2
3                  High school     Male    White, Non-Hispanic        2
4   Bachelors degree or higher   Female    White, Non-Hispanic        1
5                  High school     Male    White, Non-Hispanic        3
6   Bachelors degree or higher     Male    White, Non-Hispanic        2
7   Bachelors degree or higher     Male    Other, Non-Hispanic        3
8   Bachelors degree or higher     Male    Black, Non-Hispanic        2
9   Bachelors degree or higher   Female    White, Non-Hispanic        2
10  Bachelors degree or higher     Male    Other, Non-Hispanic        4
11                 High school     Male    White, Non-Hispanic        2
12  Bachelors degree or higher     Male    White, Non-Hispanic        1
13  Bachelors degree or higher     Male    White, Non-Hispanic        1
14                 High school   Female    White, Non-Hispanic        2
15                 High school   Female    White, Non-Hispanic        2
16                 High school     Male    White, Non-Hispanic        3
17                Some college     Male    White, Non-Hispanic        2
18                Some college   Female    White, Non-Hispanic        2
19                 High school   Female    White, Non-Hispanic        2
20                 High school     Male    White, Non-Hispanic        1
21  Bachelors degree or higher   Female    White, Non-Hispanic        2
22  Bachelors degree or higher     Male    White, Non-Hispanic        2
23                Some college     Male    White, Non-Hispanic        3
24                Some college     Male    White, Non-Hispanic        2
25                 High school     Male    White, Non-Hispanic        2
26  Bachelors degree or higher   Female               Hispanic        1
27  Bachelors degree or higher     Male    Other, Non-Hispanic        1
28  Bachelors degree or higher     Male    White, Non-Hispanic        2
29  Bachelors degree or higher     Male    White, Non-Hispanic        2
30                 High school     Male    White, Non-Hispanic        2
31  Bachelors degree or higher   Female    White, Non-Hispanic        3
32  Bachelors degree or higher   Female    White, Non-Hispanic        2
33                Some college   Female    White, Non-Hispanic        2
34  Bachelors degree or higher     Male    White, Non-Hispanic        5
35  Bachelors degree or higher     Male    White, Non-Hispanic        1
36  Bachelors degree or higher     Male               Hispanic        2
37                 High school     Male    White, Non-Hispanic        4
38  Bachelors degree or higher   Female    Other, Non-Hispanic        5
39                Some college     Male    White, Non-Hispanic        6
40                 High school     Male    White, Non-Hispanic        2
41                Some college   Female    White, Non-Hispanic        4
42  Bachelors degree or higher     Male    White, Non-Hispanic        1
43                Some college   Female    Black, Non-Hispanic        2
44  Bachelors degree or higher   Female    White, Non-Hispanic        2
45                Some college   Female    White, Non-Hispanic        2
46  Bachelors degree or higher   Female    White, Non-Hispanic        3
47  Bachelors degree or higher   Female    White, Non-Hispanic        2
48  Bachelors degree or higher     Male    White, Non-Hispanic        2
49                Some college     Male    White, Non-Hispanic        2
50                 High school     Male    White, Non-Hispanic        2
51  Bachelors degree or higher     Male    White, Non-Hispanic        2
52                 High school   Female    White, Non-Hispanic        2
53                Some college   Female    White, Non-Hispanic        2
54  Bachelors degree or higher     Male    White, Non-Hispanic        2
55                 High school   Female    White, Non-Hispanic        1
56                Some college     Male               Hispanic        3
57  Bachelors degree or higher     Male    Other, Non-Hispanic        4
58                 High school   Female    White, Non-Hispanic        2
59                 High school   Female    White, Non-Hispanic        2
60  Bachelors degree or higher     Male    Other, Non-Hispanic        2
61                Some college   Female    White, Non-Hispanic        2
62                Some college   Female    White, Non-Hispanic        2
63                Some college   Female    White, Non-Hispanic        4
64                 High school   Female    White, Non-Hispanic        1
65                Some college   Female    White, Non-Hispanic        1
66                Some college   Female    White, Non-Hispanic        2
67  Bachelors degree or higher   Female    White, Non-Hispanic        2
68                Some college   Female    White, Non-Hispanic        2
69                 High school     Male    Other, Non-Hispanic        5
70                Some college   Female    White, Non-Hispanic        4
71                Some college     Male    White, Non-Hispanic        2
72                 High school     Male    White, Non-Hispanic        2
73  Bachelors degree or higher     Male    White, Non-Hispanic        3
74                 High school   Female    White, Non-Hispanic        2
75                 High school   Female    White, Non-Hispanic        1
76                 High school   Female    White, Non-Hispanic        2
77                 High school     Male    White, Non-Hispanic        2
78                Some college     Male    White, Non-Hispanic        2
79                Some college   Female    White, Non-Hispanic        3
80  Bachelors degree or higher     Male    White, Non-Hispanic        3
81                Some college     Male    White, Non-Hispanic        2
82                Some college   Female    White, Non-Hispanic        5
83                 High school   Female    White, Non-Hispanic        2
84  Bachelors degree or higher     Male    White, Non-Hispanic        2
85                 High school     Male    Black, Non-Hispanic        2
86       Less than high school   Female    White, Non-Hispanic        2
87  Bachelors degree or higher   Female    Other, Non-Hispanic        3
88  Bachelors degree or higher   Female    White, Non-Hispanic        2
89  Bachelors degree or higher   Female    White, Non-Hispanic        2
90  Bachelors degree or higher   Female    White, Non-Hispanic        2
91  Bachelors degree or higher     Male               Hispanic        2
92                Some college   Female    White, Non-Hispanic        2
93  Bachelors degree or higher     Male    White, Non-Hispanic        2
94                 High school   Female    White, Non-Hispanic        2
95                Some college   Female    White, Non-Hispanic        2
96  Bachelors degree or higher     Male    White, Non-Hispanic        1
97  Bachelors degree or higher     Male    White, Non-Hispanic        2
98  Bachelors degree or higher     Male    White, Non-Hispanic        4
99                Some college   Female    White, Non-Hispanic        2
100      Less than high school   Female    White, Non-Hispanic        6
101                High school   Female    White, Non-Hispanic        4
102      Less than high school     Male    White, Non-Hispanic        2
103               Some college   Female    White, Non-Hispanic        2
104               Some college   Female    White, Non-Hispanic        1
105               Some college   Female    White, Non-Hispanic        1
106                High school   Female 2+ Races, Non-Hispanic        2
107 Bachelors degree or higher     Male    White, Non-Hispanic        1
108 Bachelors degree or higher   Female    White, Non-Hispanic        1
109                High school   Female    White, Non-Hispanic        2
110 Bachelors degree or higher     Male    White, Non-Hispanic        4
111                High school   Female    White, Non-Hispanic        3
112                High school   Female               Hispanic        3
113               Some college     Male    White, Non-Hispanic        3
114                High school     Male 2+ Races, Non-Hispanic        6
115 Bachelors degree or higher     Male    White, Non-Hispanic        2
116 Bachelors degree or higher     Male               Hispanic        2
117 Bachelors degree or higher     Male    White, Non-Hispanic        2
118               Some college     Male    White, Non-Hispanic        6
119 Bachelors degree or higher     Male               Hispanic        1
120 Bachelors degree or higher     Male    White, Non-Hispanic        4
121               Some college   Female    White, Non-Hispanic        3
122      Less than high school   Female               Hispanic        5
123                High school     Male    White, Non-Hispanic        2
124 Bachelors degree or higher     Male               Hispanic        3
125               Some college     Male    White, Non-Hispanic        3
126                High school   Female    White, Non-Hispanic        1
127                High school     Male    White, Non-Hispanic        2
128               Some college   Female    White, Non-Hispanic        3
129                High school     Male    White, Non-Hispanic        2
130               Some college   Female    White, Non-Hispanic        3
131                High school   Female    White, Non-Hispanic        2
132               Some college   Female    White, Non-Hispanic        5
133 Bachelors degree or higher     Male    White, Non-Hispanic        1
134                High school     Male    White, Non-Hispanic        2
135 Bachelors degree or higher   Female    White, Non-Hispanic        2
136                High school   Female    White, Non-Hispanic        2
137 Bachelors degree or higher   Female    White, Non-Hispanic        3
138 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        3
139 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        1
140 Bachelors degree or higher     Male    White, Non-Hispanic        2
141 Bachelors degree or higher   Female    White, Non-Hispanic        3
142 Bachelors degree or higher     Male    White, Non-Hispanic        5
143 Bachelors degree or higher     Male    Other, Non-Hispanic        2
144                High school     Male    Black, Non-Hispanic        5
145 Bachelors degree or higher     Male    White, Non-Hispanic        4
146 Bachelors degree or higher   Female    Other, Non-Hispanic        2
147               Some college     Male    Other, Non-Hispanic        1
148 Bachelors degree or higher     Male    White, Non-Hispanic        5
149 Bachelors degree or higher     Male    White, Non-Hispanic        2
150 Bachelors degree or higher     Male    Other, Non-Hispanic        1
151               Some college   Female    White, Non-Hispanic        3
152               Some college   Female    White, Non-Hispanic        2
153                High school   Female    White, Non-Hispanic        2
154                High school     Male    White, Non-Hispanic        6
155               Some college   Female    White, Non-Hispanic        3
156                High school   Female    Black, Non-Hispanic        2
157      Less than high school     Male               Hispanic        2
158                High school     Male    Black, Non-Hispanic        4
159 Bachelors degree or higher   Female    White, Non-Hispanic        1
160 Bachelors degree or higher   Female    White, Non-Hispanic        4
161 Bachelors degree or higher     Male    White, Non-Hispanic        6
162               Some college   Female    White, Non-Hispanic        1
163               Some college     Male    White, Non-Hispanic        2
164 Bachelors degree or higher   Female    White, Non-Hispanic        2
165               Some college     Male    White, Non-Hispanic        2
166                High school     Male    White, Non-Hispanic        1
167               Some college   Female    White, Non-Hispanic        4
168               Some college     Male    White, Non-Hispanic        2
169 Bachelors degree or higher   Female    White, Non-Hispanic        3
170 Bachelors degree or higher     Male    White, Non-Hispanic        6
171 Bachelors degree or higher   Female    White, Non-Hispanic        4
172               Some college     Male    White, Non-Hispanic        1
173               Some college     Male    White, Non-Hispanic        1
174 Bachelors degree or higher   Female    White, Non-Hispanic        6
175               Some college   Female    White, Non-Hispanic        2
176 Bachelors degree or higher     Male    White, Non-Hispanic        3
177               Some college   Female    White, Non-Hispanic        2
178                High school   Female               Hispanic        3
179               Some college     Male    White, Non-Hispanic        2
180 Bachelors degree or higher     Male    White, Non-Hispanic        3
181      Less than high school     Male    White, Non-Hispanic        4
182 Bachelors degree or higher     Male    White, Non-Hispanic        2
183                High school     Male    White, Non-Hispanic        1
184      Less than high school     Male               Hispanic        2
185               Some college   Female    White, Non-Hispanic        2
186 Bachelors degree or higher   Female    White, Non-Hispanic        1
187               Some college   Female    White, Non-Hispanic        3
188                High school   Female    White, Non-Hispanic        2
189 Bachelors degree or higher     Male    White, Non-Hispanic        4
190 Bachelors degree or higher   Female    White, Non-Hispanic        5
191                High school   Female    White, Non-Hispanic        1
192               Some college     Male    White, Non-Hispanic        1
193 Bachelors degree or higher     Male    Black, Non-Hispanic        4
194                High school   Female    White, Non-Hispanic        1
195               Some college     Male    White, Non-Hispanic        3
196 Bachelors degree or higher   Female    White, Non-Hispanic        2
197               Some college     Male    White, Non-Hispanic        2
198                High school     Male    White, Non-Hispanic        1
199               Some college     Male    White, Non-Hispanic        5
200 Bachelors degree or higher   Female    White, Non-Hispanic        5
201               Some college     Male    White, Non-Hispanic        2
202 Bachelors degree or higher   Female    Black, Non-Hispanic        1
203 Bachelors degree or higher   Female    White, Non-Hispanic        3
204               Some college   Female 2+ Races, Non-Hispanic        3
205               Some college   Female    White, Non-Hispanic        2
206 Bachelors degree or higher   Female    White, Non-Hispanic        4
207                High school     Male    White, Non-Hispanic        4
208 Bachelors degree or higher     Male               Hispanic        4
209               Some college     Male    White, Non-Hispanic        2
210 Bachelors degree or higher   Female    Other, Non-Hispanic        4
211 Bachelors degree or higher     Male    White, Non-Hispanic        3
212      Less than high school     Male    Black, Non-Hispanic        3
213                High school   Female    Black, Non-Hispanic        2
214               Some college   Female    White, Non-Hispanic        3
215 Bachelors degree or higher     Male    White, Non-Hispanic        3
216                High school     Male               Hispanic        5
217               Some college     Male    White, Non-Hispanic        1
218 Bachelors degree or higher   Female    White, Non-Hispanic        2
219               Some college     Male    White, Non-Hispanic        6
220 Bachelors degree or higher   Female    Other, Non-Hispanic        1
221                High school   Female    White, Non-Hispanic        2
222 Bachelors degree or higher   Female    Black, Non-Hispanic        1
223                High school     Male    White, Non-Hispanic        4
224               Some college   Female    White, Non-Hispanic        2
225 Bachelors degree or higher     Male    White, Non-Hispanic        2
226                High school     Male    White, Non-Hispanic        2
227                High school   Female    White, Non-Hispanic        2
228               Some college   Female 2+ Races, Non-Hispanic        4
229                High school   Female    White, Non-Hispanic        1
230               Some college   Female    White, Non-Hispanic        1
231 Bachelors degree or higher   Female    White, Non-Hispanic        2
232               Some college     Male    Black, Non-Hispanic        2
233 Bachelors degree or higher   Female    White, Non-Hispanic        3
234                High school   Female    White, Non-Hispanic        2
235      Less than high school     Male               Hispanic        4
236               Some college   Female    Black, Non-Hispanic        2
237               Some college     Male    White, Non-Hispanic        2
238 Bachelors degree or higher     Male    White, Non-Hispanic        2
239               Some college   Female 2+ Races, Non-Hispanic        3
240                High school   Female 2+ Races, Non-Hispanic        5
241 Bachelors degree or higher     Male    White, Non-Hispanic        4
242 Bachelors degree or higher   Female    White, Non-Hispanic        3
243 Bachelors degree or higher   Female    Other, Non-Hispanic        3
244                High school   Female    White, Non-Hispanic        4
245 Bachelors degree or higher     Male               Hispanic        2
246               Some college     Male    White, Non-Hispanic        2
247                High school   Female    Black, Non-Hispanic        4
248                High school     Male    White, Non-Hispanic        2
249 Bachelors degree or higher   Female    White, Non-Hispanic        1
250                High school   Female    White, Non-Hispanic        2
251               Some college     Male    Black, Non-Hispanic        2
252               Some college     Male               Hispanic        3
253               Some college   Female               Hispanic        3
254 Bachelors degree or higher     Male    White, Non-Hispanic        4
255 Bachelors degree or higher     Male    White, Non-Hispanic        4
256 Bachelors degree or higher     Male    White, Non-Hispanic        2
257 Bachelors degree or higher     Male    White, Non-Hispanic        1
258               Some college   Female    White, Non-Hispanic        2
259               Some college     Male    White, Non-Hispanic        2
260                High school     Male    White, Non-Hispanic        4
261               Some college   Female    White, Non-Hispanic        4
262               Some college     Male    White, Non-Hispanic        5
263 Bachelors degree or higher   Female    White, Non-Hispanic        6
264      Less than high school   Female    White, Non-Hispanic        1
265      Less than high school   Female    White, Non-Hispanic        3
266 Bachelors degree or higher     Male    White, Non-Hispanic        3
267                High school   Female    White, Non-Hispanic        1
268               Some college     Male    White, Non-Hispanic        2
269                High school   Female               Hispanic        2
270                High school   Female    White, Non-Hispanic        2
271               Some college   Female    White, Non-Hispanic        1
272 Bachelors degree or higher     Male    White, Non-Hispanic        2
273               Some college     Male               Hispanic        5
274               Some college   Female    White, Non-Hispanic        2
275                High school     Male    White, Non-Hispanic        2
276 Bachelors degree or higher     Male    White, Non-Hispanic        3
277               Some college     Male    White, Non-Hispanic        4
278 Bachelors degree or higher   Female    White, Non-Hispanic        5
279 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        2
280 Bachelors degree or higher   Female    White, Non-Hispanic        4
281                High school   Female    White, Non-Hispanic        1
282 Bachelors degree or higher     Male    Other, Non-Hispanic        4
283                High school     Male    White, Non-Hispanic        2
284 Bachelors degree or higher     Male    White, Non-Hispanic        3
285               Some college   Female    Black, Non-Hispanic        4
286                High school   Female    White, Non-Hispanic        1
287               Some college   Female    Black, Non-Hispanic        2
288               Some college     Male    White, Non-Hispanic        3
289      Less than high school     Male               Hispanic        2
290 Bachelors degree or higher   Female    White, Non-Hispanic        1
291 Bachelors degree or higher     Male    White, Non-Hispanic        2
292               Some college   Female    White, Non-Hispanic        2
293 Bachelors degree or higher     Male    White, Non-Hispanic        3
294                High school   Female    White, Non-Hispanic        2
295      Less than high school     Male    White, Non-Hispanic        2
296               Some college     Male    White, Non-Hispanic        4
297               Some college     Male    Black, Non-Hispanic        2
298 Bachelors degree or higher   Female    White, Non-Hispanic        2
299                High school   Female    White, Non-Hispanic        4
300 Bachelors degree or higher   Female    Other, Non-Hispanic        1
301                High school     Male    White, Non-Hispanic        5
302 Bachelors degree or higher     Male    White, Non-Hispanic        2
303               Some college   Female    White, Non-Hispanic        3
304               Some college     Male               Hispanic        4
305               Some college     Male    White, Non-Hispanic        2
306                High school     Male    White, Non-Hispanic        3
307      Less than high school     Male               Hispanic        6
308 Bachelors degree or higher     Male    White, Non-Hispanic        3
309                High school   Female    White, Non-Hispanic        1
310                High school     Male    White, Non-Hispanic        2
311                High school   Female    White, Non-Hispanic        3
312               Some college   Female    White, Non-Hispanic        3
313               Some college     Male    White, Non-Hispanic        4
314 Bachelors degree or higher   Female    White, Non-Hispanic        3
315                High school   Female    White, Non-Hispanic        3
316                High school     Male    White, Non-Hispanic        3
317               Some college     Male    White, Non-Hispanic        3
318                High school     Male    White, Non-Hispanic        3
319 Bachelors degree or higher   Female    White, Non-Hispanic        5
320 Bachelors degree or higher     Male    White, Non-Hispanic        2
321                High school   Female    White, Non-Hispanic        2
322 Bachelors degree or higher     Male    White, Non-Hispanic        2
323               Some college   Female    White, Non-Hispanic        2
324 Bachelors degree or higher     Male    White, Non-Hispanic        1
325                High school     Male    White, Non-Hispanic        4
326               Some college   Female    Black, Non-Hispanic        2
327               Some college     Male    White, Non-Hispanic        4
328 Bachelors degree or higher   Female    White, Non-Hispanic        4
329               Some college     Male    White, Non-Hispanic        4
330                High school   Female    White, Non-Hispanic        3
331 Bachelors degree or higher   Female               Hispanic        3
332 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        2
333               Some college     Male               Hispanic        3
334 Bachelors degree or higher     Male    Other, Non-Hispanic        4
335                High school   Female 2+ Races, Non-Hispanic        5
336 Bachelors degree or higher   Female    White, Non-Hispanic        1
337 Bachelors degree or higher     Male    White, Non-Hispanic        5
338      Less than high school     Male               Hispanic        3
339               Some college     Male    White, Non-Hispanic        2
340               Some college   Female    White, Non-Hispanic        3
341               Some college     Male    White, Non-Hispanic        3
342 Bachelors degree or higher   Female    White, Non-Hispanic        1
343                High school     Male    White, Non-Hispanic        2
344                High school     Male 2+ Races, Non-Hispanic        2
345               Some college     Male    White, Non-Hispanic        2
346               Some college     Male    White, Non-Hispanic        4
347               Some college     Male    White, Non-Hispanic        3
348               Some college     Male    White, Non-Hispanic        2
349                High school     Male    White, Non-Hispanic        3
350               Some college     Male    White, Non-Hispanic        1
351               Some college     Male    White, Non-Hispanic        6
352                High school     Male    White, Non-Hispanic        2
353               Some college     Male    White, Non-Hispanic        1
354 Bachelors degree or higher     Male               Hispanic        1
355      Less than high school   Female               Hispanic        2
356 Bachelors degree or higher   Female    White, Non-Hispanic        1
357               Some college   Female    White, Non-Hispanic        3
358               Some college   Female    White, Non-Hispanic        2
359               Some college   Female    White, Non-Hispanic        2
360 Bachelors degree or higher   Female    Other, Non-Hispanic        4
361                High school   Female    White, Non-Hispanic        3
362 Bachelors degree or higher     Male    Other, Non-Hispanic        2
363                High school     Male    White, Non-Hispanic        1
364               Some college   Female    White, Non-Hispanic        3
365               Some college     Male    White, Non-Hispanic        2
366 Bachelors degree or higher     Male    Other, Non-Hispanic        5
367               Some college     Male               Hispanic        3
368 Bachelors degree or higher   Female    White, Non-Hispanic        3
369 Bachelors degree or higher     Male    White, Non-Hispanic        2
370 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        5
371               Some college   Female    White, Non-Hispanic        4
372                High school   Female    White, Non-Hispanic        3
373                High school   Female    White, Non-Hispanic        1
374 Bachelors degree or higher     Male    White, Non-Hispanic        2
375                High school     Male    Black, Non-Hispanic        4
376 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        3
377               Some college     Male    White, Non-Hispanic        1
378               Some college     Male    Black, Non-Hispanic        3
379 Bachelors degree or higher     Male    White, Non-Hispanic        3
380               Some college     Male    White, Non-Hispanic        5
381               Some college   Female    White, Non-Hispanic        4
382 Bachelors degree or higher     Male    White, Non-Hispanic        4
383      Less than high school     Male    White, Non-Hispanic        1
384                High school   Female    White, Non-Hispanic        3
385      Less than high school     Male               Hispanic        1
386               Some college     Male    White, Non-Hispanic        1
387                High school   Female    White, Non-Hispanic        1
388               Some college     Male    White, Non-Hispanic        3
389                High school   Female    White, Non-Hispanic        3
390 Bachelors degree or higher     Male    White, Non-Hispanic        4
391      Less than high school   Female    Black, Non-Hispanic        5
392 Bachelors degree or higher   Female    White, Non-Hispanic        3
393                High school   Female               Hispanic        1
394 Bachelors degree or higher   Female    White, Non-Hispanic        2
395               Some college     Male    White, Non-Hispanic        3
396               Some college   Female 2+ Races, Non-Hispanic        6
397 Bachelors degree or higher     Male    White, Non-Hispanic        3
398 Bachelors degree or higher     Male    White, Non-Hispanic        5
399 Bachelors degree or higher     Male    White, Non-Hispanic        2
400 Bachelors degree or higher     Male               Hispanic        5
401 Bachelors degree or higher   Female    White, Non-Hispanic        1
402               Some college     Male    White, Non-Hispanic        6
403               Some college   Female    White, Non-Hispanic        4
404                High school   Female               Hispanic        2
405 Bachelors degree or higher     Male    White, Non-Hispanic        2
406 Bachelors degree or higher   Female    Other, Non-Hispanic        1
407 Bachelors degree or higher   Female    White, Non-Hispanic        2
408 Bachelors degree or higher     Male    White, Non-Hispanic        2
409      Less than high school   Female    White, Non-Hispanic        3
410 Bachelors degree or higher     Male               Hispanic        3
411      Less than high school     Male    White, Non-Hispanic        2
412               Some college     Male    White, Non-Hispanic        4
413 Bachelors degree or higher   Female    White, Non-Hispanic        2
414 Bachelors degree or higher     Male    White, Non-Hispanic        2
415      Less than high school     Male    White, Non-Hispanic        1
416               Some college   Female    White, Non-Hispanic        2
417 Bachelors degree or higher   Female    Other, Non-Hispanic        2
418               Some college     Male    White, Non-Hispanic        5
419 Bachelors degree or higher     Male    White, Non-Hispanic        3
420               Some college     Male    White, Non-Hispanic        2
421 Bachelors degree or higher     Male    White, Non-Hispanic        1
422 Bachelors degree or higher   Female    White, Non-Hispanic        2
423                High school     Male    White, Non-Hispanic        1
424 Bachelors degree or higher     Male    White, Non-Hispanic        2
425                High school   Female    White, Non-Hispanic        1
426 Bachelors degree or higher     Male    White, Non-Hispanic        1
427 Bachelors degree or higher     Male               Hispanic        2
428               Some college     Male 2+ Races, Non-Hispanic        2
429               Some college     Male    Black, Non-Hispanic        4
430 Bachelors degree or higher     Male    White, Non-Hispanic        2
431                High school   Female    White, Non-Hispanic        3
432                High school   Female    White, Non-Hispanic        5
433 Bachelors degree or higher     Male    White, Non-Hispanic        2
434 Bachelors degree or higher   Female    White, Non-Hispanic        2
435 Bachelors degree or higher     Male    Other, Non-Hispanic        3
436                High school   Female               Hispanic        4
437                High school   Female               Hispanic        4
438 Bachelors degree or higher     Male    White, Non-Hispanic        2
439 Bachelors degree or higher   Female    White, Non-Hispanic        4
440 Bachelors degree or higher   Female    White, Non-Hispanic        4
441      Less than high school     Male    White, Non-Hispanic        2
442 Bachelors degree or higher   Female    White, Non-Hispanic        3
443                High school   Female               Hispanic        2
444                High school     Male    White, Non-Hispanic        4
445 Bachelors degree or higher   Female    White, Non-Hispanic        2
446               Some college   Female               Hispanic        3
447                High school     Male    White, Non-Hispanic        1
448               Some college     Male    White, Non-Hispanic        4
449                High school   Female               Hispanic        5
450 Bachelors degree or higher     Male    White, Non-Hispanic        4
451               Some college     Male    White, Non-Hispanic        1
452 Bachelors degree or higher   Female    White, Non-Hispanic        4
453 Bachelors degree or higher   Female    White, Non-Hispanic        4
454                High school     Male    White, Non-Hispanic        2
455               Some college   Female               Hispanic        4
456 Bachelors degree or higher   Female    White, Non-Hispanic        2
457               Some college   Female    White, Non-Hispanic        2
458 Bachelors degree or higher   Female    White, Non-Hispanic        3
459               Some college     Male    White, Non-Hispanic        3
460                High school   Female               Hispanic        2
461 Bachelors degree or higher     Male    Black, Non-Hispanic        2
462               Some college   Female    White, Non-Hispanic        5
463               Some college     Male    White, Non-Hispanic        2
464 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        2
465 Bachelors degree or higher     Male    White, Non-Hispanic        2
466                High school     Male               Hispanic        5
467 Bachelors degree or higher     Male    White, Non-Hispanic        4
468               Some college   Female    White, Non-Hispanic        3
469               Some college   Female    White, Non-Hispanic        6
470 Bachelors degree or higher     Male    White, Non-Hispanic        2
471                High school   Female    Black, Non-Hispanic        2
472      Less than high school     Male    White, Non-Hispanic        3
473 Bachelors degree or higher   Female    White, Non-Hispanic        1
474                High school     Male    White, Non-Hispanic        2
475      Less than high school     Male               Hispanic        5
476               Some college   Female               Hispanic        4
477               Some college   Female    White, Non-Hispanic        4
478 Bachelors degree or higher     Male               Hispanic        2
479 Bachelors degree or higher     Male    White, Non-Hispanic        2
480 Bachelors degree or higher     Male    White, Non-Hispanic        3
481 Bachelors degree or higher   Female    White, Non-Hispanic        4
482      Less than high school     Male               Hispanic        1
483 Bachelors degree or higher     Male    White, Non-Hispanic        4
484               Some college     Male    White, Non-Hispanic        4
485 Bachelors degree or higher   Female    White, Non-Hispanic        2
486      Less than high school     Male               Hispanic        4
487 Bachelors degree or higher   Female    White, Non-Hispanic        2
488                High school   Female    White, Non-Hispanic        3
489               Some college     Male    White, Non-Hispanic        2
490               Some college   Female    White, Non-Hispanic        3
491                High school   Female               Hispanic        2
492 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        3
493      Less than high school   Female    Black, Non-Hispanic        3
494               Some college   Female               Hispanic        2
495                High school   Female    White, Non-Hispanic        2
496               Some college   Female 2+ Races, Non-Hispanic        2
497                High school   Female    White, Non-Hispanic        4
498               Some college     Male    White, Non-Hispanic        2
499                High school   Female    White, Non-Hispanic        2
500 Bachelors degree or higher   Female    White, Non-Hispanic        1
501 Bachelors degree or higher     Male    White, Non-Hispanic        1
502 Bachelors degree or higher   Female    White, Non-Hispanic        1
503                High school     Male    White, Non-Hispanic        5
504                High school     Male    White, Non-Hispanic        4
505 Bachelors degree or higher   Female    White, Non-Hispanic        2
506 Bachelors degree or higher     Male    White, Non-Hispanic        5
507                High school   Female    Black, Non-Hispanic        2
508               Some college   Female    White, Non-Hispanic        3
509               Some college   Female    White, Non-Hispanic        3
510 Bachelors degree or higher     Male    White, Non-Hispanic        2
511 Bachelors degree or higher   Female    White, Non-Hispanic        2
512                High school   Female    White, Non-Hispanic        2
513               Some college   Female    White, Non-Hispanic        2
514                High school   Female    White, Non-Hispanic        2
515               Some college   Female    White, Non-Hispanic        2
516 Bachelors degree or higher     Male    White, Non-Hispanic        2
517                High school     Male    White, Non-Hispanic        2
518                High school   Female               Hispanic        2
519                High school     Male    White, Non-Hispanic        2
520               Some college   Female    White, Non-Hispanic        4
521               Some college     Male 2+ Races, Non-Hispanic        2
522 Bachelors degree or higher     Male    White, Non-Hispanic        3
523 Bachelors degree or higher     Male    White, Non-Hispanic        1
524      Less than high school   Female 2+ Races, Non-Hispanic        2
525                High school     Male    White, Non-Hispanic        3
526                High school     Male    White, Non-Hispanic        3
527 Bachelors degree or higher   Female    White, Non-Hispanic        4
                  ppinc7      ppmarit5       ppmsacat    ppreg4
1     $25,000 to $49,999   Now Married     Metro area     South
2       $150,000 or more   Now Married     Metro area     South
3   $100,000 to $149,999   Now Married     Metro area     South
4     $25,000 to $49,999      Divorced     Metro area NorthEast
5     $10,000 to $24,999   Now Married     Metro area   MidWest
6     $75,000 to $99,999   Now Married     Metro area   MidWest
7       $150,000 or more Never married     Metro area NorthEast
8     $50,000 to $74,999   Now Married     Metro area     South
9       $150,000 or more   Now Married     Metro area      West
10      $150,000 or more   Now Married Non-metro area NorthEast
11    $25,000 to $49,999 Never married     Metro area NorthEast
12  $100,000 to $149,999      Divorced     Metro area     South
13  $100,000 to $149,999       Widowed     Metro area      West
14    $75,000 to $99,999   Now Married     Metro area      West
15    $75,000 to $99,999       Widowed     Metro area     South
16  $100,000 to $149,999   Now Married     Metro area NorthEast
17    $75,000 to $99,999   Now Married Non-metro area   MidWest
18    $50,000 to $74,999   Now Married     Metro area NorthEast
19    $25,000 to $49,999   Now Married     Metro area   MidWest
20    $25,000 to $49,999   Now Married     Metro area   MidWest
21      $150,000 or more   Now Married     Metro area NorthEast
22      $150,000 or more   Now Married     Metro area      West
23    $75,000 to $99,999   Now Married     Metro area      West
24  $100,000 to $149,999   Now Married     Metro area      West
25    $25,000 to $49,999   Now Married Non-metro area     South
26  $100,000 to $149,999   Now Married     Metro area      West
27  $100,000 to $149,999 Never married     Metro area   MidWest
28    $25,000 to $49,999   Now Married     Metro area     South
29      $150,000 or more   Now Married Non-metro area     South
30    $75,000 to $99,999   Now Married     Metro area NorthEast
31      $150,000 or more   Now Married     Metro area     South
32    $50,000 to $74,999   Now Married     Metro area      West
33  $100,000 to $149,999   Now Married     Metro area      West
34      $150,000 or more   Now Married     Metro area   MidWest
35      $150,000 or more   Now Married     Metro area NorthEast
36      $150,000 or more   Now Married     Metro area     South
37  $100,000 to $149,999   Now Married     Metro area NorthEast
38      $150,000 or more   Now Married     Metro area      West
39    $25,000 to $49,999 Never married     Metro area NorthEast
40      $150,000 or more   Now Married     Metro area      West
41    $10,000 to $24,999 Never married     Metro area      West
42      $150,000 or more   Now Married     Metro area     South
43  $100,000 to $149,999   Now Married     Metro area     South
44    $25,000 to $49,999   Now Married     Metro area     South
45      $150,000 or more   Now Married     Metro area     South
46      $150,000 or more   Now Married     Metro area     South
47      $150,000 or more   Now Married     Metro area   MidWest
48      $150,000 or more   Now Married     Metro area   MidWest
49    $50,000 to $74,999   Now Married Non-metro area NorthEast
50    $50,000 to $74,999   Now Married     Metro area     South
51      $150,000 or more   Now Married     Metro area   MidWest
52    $25,000 to $49,999   Now Married     Metro area NorthEast
53      $150,000 or more   Now Married Non-metro area   MidWest
54  $100,000 to $149,999   Now Married     Metro area     South
55    $75,000 to $99,999   Now Married     Metro area NorthEast
56      $150,000 or more Never married     Metro area      West
57  $100,000 to $149,999      Divorced     Metro area NorthEast
58    $50,000 to $74,999   Now Married     Metro area     South
59    $25,000 to $49,999   Now Married     Metro area     South
60      $150,000 or more      Divorced     Metro area      West
61    $50,000 to $74,999 Never married     Metro area NorthEast
62    $75,000 to $99,999   Now Married     Metro area   MidWest
63  $100,000 to $149,999   Now Married     Metro area   MidWest
64    $10,000 to $24,999      Divorced     Metro area      West
65    $25,000 to $49,999       Widowed     Metro area     South
66    $75,000 to $99,999 Never married     Metro area NorthEast
67      $150,000 or more   Now Married     Metro area     South
68    $50,000 to $74,999       Widowed Non-metro area   MidWest
69      $150,000 or more   Now Married     Metro area      West
70    $50,000 to $74,999   Now Married Non-metro area      West
71    $75,000 to $99,999   Now Married     Metro area NorthEast
72    $25,000 to $49,999   Now Married Non-metro area   MidWest
73  $100,000 to $149,999   Now Married     Metro area     South
74    $25,000 to $49,999   Now Married Non-metro area     South
75      $150,000 or more   Now Married Non-metro area   MidWest
76    $50,000 to $74,999   Now Married     Metro area     South
77    $25,000 to $49,999   Now Married     Metro area NorthEast
78    $50,000 to $74,999   Now Married Non-metro area     South
79     Less than $10,000      Divorced Non-metro area     South
80      $150,000 or more Never married     Metro area   MidWest
81  $100,000 to $149,999 Never married     Metro area     South
82      $150,000 or more   Now Married     Metro area NorthEast
83  $100,000 to $149,999   Now Married     Metro area   MidWest
84    $75,000 to $99,999   Now Married     Metro area NorthEast
85    $10,000 to $24,999   Now Married     Metro area     South
86    $25,000 to $49,999   Now Married     Metro area     South
87    $75,000 to $99,999   Now Married     Metro area      West
88  $100,000 to $149,999   Now Married     Metro area   MidWest
89    $25,000 to $49,999 Never married     Metro area NorthEast
90      $150,000 or more Never married     Metro area   MidWest
91      $150,000 or more Never married     Metro area   MidWest
92    $50,000 to $74,999   Now Married Non-metro area      West
93      $150,000 or more   Now Married     Metro area   MidWest
94  $100,000 to $149,999   Now Married     Metro area NorthEast
95    $50,000 to $74,999   Now Married Non-metro area      West
96    $75,000 to $99,999      Divorced     Metro area      West
97    $50,000 to $74,999   Now Married     Metro area      West
98      $150,000 or more   Now Married     Metro area      West
99      $150,000 or more   Now Married     Metro area      West
100   $50,000 to $74,999       Widowed Non-metro area   MidWest
101     $150,000 or more   Now Married     Metro area   MidWest
102     $150,000 or more   Now Married     Metro area     South
103 $100,000 to $149,999   Now Married     Metro area     South
104 $100,000 to $149,999       Widowed     Metro area     South
105   $50,000 to $74,999      Divorced     Metro area     South
106   $25,000 to $49,999   Now Married     Metro area     South
107   $75,000 to $99,999 Never married     Metro area      West
108   $10,000 to $24,999      Divorced     Metro area   MidWest
109 $100,000 to $149,999   Now Married     Metro area     South
110     $150,000 or more   Now Married     Metro area NorthEast
111   $10,000 to $24,999   Now Married Non-metro area   MidWest
112 $100,000 to $149,999   Now Married     Metro area      West
113   $50,000 to $74,999   Now Married Non-metro area NorthEast
114 $100,000 to $149,999   Now Married     Metro area     South
115 $100,000 to $149,999   Now Married     Metro area   MidWest
116 $100,000 to $149,999   Now Married     Metro area   MidWest
117   $50,000 to $74,999   Now Married Non-metro area   MidWest
118   $25,000 to $49,999   Now Married Non-metro area   MidWest
119   $75,000 to $99,999 Never married     Metro area     South
120     $150,000 or more   Now Married     Metro area   MidWest
121   $10,000 to $24,999 Never married Non-metro area   MidWest
122   $50,000 to $74,999   Now Married     Metro area     South
123   $50,000 to $74,999   Now Married     Metro area      West
124     $150,000 or more   Now Married     Metro area      West
125   $75,000 to $99,999   Now Married     Metro area     South
126   $75,000 to $99,999      Divorced Non-metro area      West
127     $150,000 or more   Now Married     Metro area NorthEast
128   $10,000 to $24,999   Now Married     Metro area   MidWest
129   $50,000 to $74,999   Now Married     Metro area      West
130   $50,000 to $74,999 Never married     Metro area     South
131   $25,000 to $49,999      Divorced     Metro area   MidWest
132   $25,000 to $49,999   Now Married     Metro area NorthEast
133     $150,000 or more   Now Married     Metro area NorthEast
134 $100,000 to $149,999   Now Married Non-metro area     South
135   $25,000 to $49,999       Widowed Non-metro area   MidWest
136   $75,000 to $99,999   Now Married     Metro area   MidWest
137   $10,000 to $24,999 Never married     Metro area     South
138     $150,000 or more   Now Married     Metro area     South
139   $50,000 to $74,999 Never married     Metro area NorthEast
140     $150,000 or more   Now Married     Metro area      West
141     $150,000 or more   Now Married     Metro area     South
142   $75,000 to $99,999   Now Married     Metro area     South
143     $150,000 or more   Now Married     Metro area      West
144 $100,000 to $149,999   Now Married     Metro area     South
145     $150,000 or more   Now Married     Metro area     South
146 $100,000 to $149,999   Now Married     Metro area      West
147 $100,000 to $149,999   Now Married Non-metro area     South
148     $150,000 or more       Widowed     Metro area NorthEast
149     $150,000 or more   Now Married     Metro area      West
150   $50,000 to $74,999 Never married     Metro area      West
151   $10,000 to $24,999 Never married     Metro area   MidWest
152   $50,000 to $74,999   Now Married     Metro area     South
153 $100,000 to $149,999   Now Married     Metro area     South
154 $100,000 to $149,999   Now Married     Metro area   MidWest
155 $100,000 to $149,999   Now Married     Metro area      West
156    Less than $10,000 Never married     Metro area     South
157   $75,000 to $99,999   Now Married     Metro area     South
158   $25,000 to $49,999   Now Married     Metro area     South
159   $75,000 to $99,999 Never married     Metro area      West
160 $100,000 to $149,999   Now Married Non-metro area   MidWest
161     $150,000 or more   Now Married     Metro area     South
162 $100,000 to $149,999   Now Married     Metro area      West
163    Less than $10,000 Never married     Metro area   MidWest
164 $100,000 to $149,999   Now Married     Metro area NorthEast
165 $100,000 to $149,999   Now Married     Metro area     South
166   $25,000 to $49,999   Now Married Non-metro area      West
167   $25,000 to $49,999   Now Married     Metro area   MidWest
168   $75,000 to $99,999       Widowed Non-metro area   MidWest
169 $100,000 to $149,999   Now Married     Metro area     South
170 $100,000 to $149,999   Now Married Non-metro area   MidWest
171     $150,000 or more   Now Married     Metro area     South
172   $10,000 to $24,999      Divorced     Metro area     South
173   $50,000 to $74,999 Never married     Metro area     South
174     $150,000 or more   Now Married     Metro area      West
175   $75,000 to $99,999   Now Married Non-metro area     South
176     $150,000 or more   Now Married     Metro area      West
177     $150,000 or more   Now Married     Metro area     South
178   $25,000 to $49,999   Now Married     Metro area      West
179     $150,000 or more   Now Married     Metro area   MidWest
180   $25,000 to $49,999 Never married     Metro area NorthEast
181   $10,000 to $24,999 Never married     Metro area   MidWest
182 $100,000 to $149,999   Now Married     Metro area     South
183    Less than $10,000 Never married Non-metro area   MidWest
184   $10,000 to $24,999   Now Married     Metro area     South
185   $25,000 to $49,999      Divorced Non-metro area   MidWest
186   $75,000 to $99,999 Never married     Metro area     South
187    Less than $10,000      Divorced Non-metro area      West
188   $25,000 to $49,999   Now Married     Metro area   MidWest
189    Less than $10,000   Now Married     Metro area NorthEast
190     $150,000 or more   Now Married     Metro area     South
191   $25,000 to $49,999      Divorced     Metro area     South
192   $25,000 to $49,999      Divorced     Metro area NorthEast
193 $100,000 to $149,999      Divorced     Metro area      West
194   $50,000 to $74,999       Widowed     Metro area      West
195 $100,000 to $149,999 Never married     Metro area NorthEast
196     $150,000 or more   Now Married     Metro area     South
197     $150,000 or more   Now Married     Metro area   MidWest
198   $25,000 to $49,999   Now Married     Metro area   MidWest
199   $50,000 to $74,999      Divorced     Metro area     South
200   $75,000 to $99,999   Now Married     Metro area   MidWest
201     $150,000 or more   Now Married     Metro area      West
202   $75,000 to $99,999      Divorced     Metro area     South
203     $150,000 or more   Now Married     Metro area     South
204   $50,000 to $74,999      Divorced     Metro area      West
205     $150,000 or more   Now Married Non-metro area     South
206 $100,000 to $149,999   Now Married     Metro area     South
207    Less than $10,000 Never married Non-metro area     South
208   $25,000 to $49,999   Now Married     Metro area      West
209   $50,000 to $74,999   Now Married     Metro area     South
210     $150,000 or more   Now Married     Metro area   MidWest
211 $100,000 to $149,999   Now Married     Metro area     South
212   $75,000 to $99,999 Never married     Metro area      West
213   $50,000 to $74,999 Never married     Metro area NorthEast
214   $75,000 to $99,999   Now Married     Metro area   MidWest
215     $150,000 or more   Now Married     Metro area      West
216 $100,000 to $149,999 Never married     Metro area     South
217   $10,000 to $24,999 Never married     Metro area NorthEast
218   $25,000 to $49,999   Now Married     Metro area   MidWest
219 $100,000 to $149,999   Now Married Non-metro area   MidWest
220 $100,000 to $149,999      Divorced     Metro area NorthEast
221   $10,000 to $24,999      Divorced     Metro area     South
222   $75,000 to $99,999 Never married     Metro area     South
223     $150,000 or more Never married     Metro area      West
224   $75,000 to $99,999   Now Married     Metro area NorthEast
225   $75,000 to $99,999   Now Married     Metro area     South
226   $50,000 to $74,999   Now Married Non-metro area   MidWest
227     $150,000 or more   Now Married     Metro area     South
228   $50,000 to $74,999 Never married     Metro area NorthEast
229   $25,000 to $49,999   Now Married     Metro area NorthEast
230   $50,000 to $74,999      Divorced     Metro area     South
231     $150,000 or more   Now Married     Metro area     South
232 $100,000 to $149,999   Now Married     Metro area NorthEast
233 $100,000 to $149,999   Now Married     Metro area   MidWest
234 $100,000 to $149,999   Now Married     Metro area     South
235   $50,000 to $74,999   Now Married     Metro area      West
236 $100,000 to $149,999 Never married     Metro area     South
237   $50,000 to $74,999   Now Married     Metro area     South
238     $150,000 or more   Now Married     Metro area     South
239     $150,000 or more   Now Married     Metro area NorthEast
240   $50,000 to $74,999   Now Married     Metro area NorthEast
241   $50,000 to $74,999   Now Married     Metro area      West
242     $150,000 or more   Now Married     Metro area NorthEast
243   $75,000 to $99,999   Now Married     Metro area NorthEast
244   $10,000 to $24,999 Never married     Metro area NorthEast
245 $100,000 to $149,999      Divorced     Metro area      West
246 $100,000 to $149,999   Now Married     Metro area   MidWest
247   $25,000 to $49,999 Never married     Metro area     South
248   $25,000 to $49,999   Now Married     Metro area     South
249     $150,000 or more Never married     Metro area     South
250   $50,000 to $74,999   Now Married Non-metro area     South
251   $50,000 to $74,999      Divorced Non-metro area     South
252     $150,000 or more   Now Married     Metro area      West
253   $25,000 to $49,999   Now Married     Metro area      West
254 $100,000 to $149,999   Now Married     Metro area     South
255     $150,000 or more   Now Married     Metro area   MidWest
256   $25,000 to $49,999   Now Married Non-metro area      West
257   $75,000 to $99,999      Divorced     Metro area      West
258   $25,000 to $49,999 Never married     Metro area   MidWest
259   $25,000 to $49,999   Now Married     Metro area NorthEast
260     $150,000 or more   Now Married     Metro area     South
261 $100,000 to $149,999   Now Married     Metro area     South
262   $50,000 to $74,999   Now Married     Metro area      West
263   $75,000 to $99,999   Now Married     Metro area      West
264   $75,000 to $99,999   Now Married     Metro area      West
265   $10,000 to $24,999   Now Married     Metro area   MidWest
266     $150,000 or more   Now Married     Metro area   MidWest
267   $25,000 to $49,999   Now Married     Metro area     South
268   $75,000 to $99,999   Now Married     Metro area     South
269 $100,000 to $149,999     Separated Non-metro area     South
270   $50,000 to $74,999   Now Married     Metro area NorthEast
271   $25,000 to $49,999       Widowed Non-metro area     South
272 $100,000 to $149,999 Never married     Metro area   MidWest
273   $25,000 to $49,999   Now Married     Metro area NorthEast
274 $100,000 to $149,999   Now Married     Metro area     South
275 $100,000 to $149,999   Now Married     Metro area NorthEast
276 $100,000 to $149,999   Now Married     Metro area     South
277 $100,000 to $149,999   Now Married     Metro area     South
278     $150,000 or more     Separated     Metro area     South
279   $50,000 to $74,999   Now Married Non-metro area     South
280 $100,000 to $149,999       Widowed     Metro area      West
281   $10,000 to $24,999      Divorced     Metro area   MidWest
282     $150,000 or more   Now Married     Metro area      West
283 $100,000 to $149,999   Now Married     Metro area   MidWest
284   $25,000 to $49,999   Now Married     Metro area NorthEast
285   $75,000 to $99,999   Now Married     Metro area     South
286    Less than $10,000       Widowed Non-metro area     South
287   $25,000 to $49,999 Never married     Metro area NorthEast
288     $150,000 or more Never married     Metro area     South
289 $100,000 to $149,999     Separated     Metro area      West
290 $100,000 to $149,999 Never married     Metro area     South
291 $100,000 to $149,999   Now Married     Metro area NorthEast
292   $50,000 to $74,999   Now Married Non-metro area NorthEast
293 $100,000 to $149,999   Now Married     Metro area NorthEast
294 $100,000 to $149,999   Now Married     Metro area      West
295   $25,000 to $49,999   Now Married Non-metro area     South
296     $150,000 or more Never married     Metro area      West
297   $50,000 to $74,999   Now Married     Metro area     South
298   $50,000 to $74,999 Never married     Metro area     South
299 $100,000 to $149,999   Now Married     Metro area NorthEast
300   $50,000 to $74,999   Now Married     Metro area      West
301   $25,000 to $49,999   Now Married     Metro area     South
302 $100,000 to $149,999   Now Married     Metro area     South
303   $50,000 to $74,999     Separated     Metro area      West
304   $25,000 to $49,999   Now Married     Metro area      West
305   $75,000 to $99,999   Now Married     Metro area     South
306   $75,000 to $99,999   Now Married     Metro area   MidWest
307   $75,000 to $99,999 Never married     Metro area      West
308   $10,000 to $24,999 Never married     Metro area   MidWest
309   $25,000 to $49,999       Widowed     Metro area     South
310   $50,000 to $74,999 Never married     Metro area   MidWest
311     $150,000 or more Never married     Metro area NorthEast
312 $100,000 to $149,999   Now Married     Metro area      West
313   $25,000 to $49,999   Now Married     Metro area      West
314   $25,000 to $49,999 Never married Non-metro area   MidWest
315   $50,000 to $74,999   Now Married Non-metro area     South
316   $50,000 to $74,999   Now Married     Metro area     South
317   $75,000 to $99,999   Now Married     Metro area     South
318 $100,000 to $149,999      Divorced     Metro area      West
319     $150,000 or more   Now Married     Metro area      West
320     $150,000 or more   Now Married     Metro area   MidWest
321   $50,000 to $74,999   Now Married     Metro area NorthEast
322     $150,000 or more   Now Married     Metro area NorthEast
323     $150,000 or more   Now Married     Metro area     South
324     $150,000 or more      Divorced     Metro area NorthEast
325   $75,000 to $99,999 Never married     Metro area NorthEast
326   $10,000 to $24,999   Now Married     Metro area     South
327   $75,000 to $99,999   Now Married     Metro area     South
328     $150,000 or more   Now Married     Metro area   MidWest
329   $75,000 to $99,999 Never married     Metro area NorthEast
330   $10,000 to $24,999   Now Married Non-metro area   MidWest
331     $150,000 or more Never married     Metro area      West
332 $100,000 to $149,999       Widowed     Metro area      West
333 $100,000 to $149,999   Now Married     Metro area      West
334     $150,000 or more   Now Married     Metro area     South
335   $50,000 to $74,999   Now Married     Metro area      West
336   $75,000 to $99,999 Never married     Metro area     South
337     $150,000 or more   Now Married     Metro area      West
338   $25,000 to $49,999   Now Married     Metro area     South
339 $100,000 to $149,999   Now Married     Metro area   MidWest
340     $150,000 or more   Now Married     Metro area NorthEast
341 $100,000 to $149,999   Now Married Non-metro area     South
342   $25,000 to $49,999      Divorced Non-metro area      West
343 $100,000 to $149,999   Now Married     Metro area     South
344 $100,000 to $149,999   Now Married     Metro area NorthEast
345   $50,000 to $74,999   Now Married     Metro area     South
346 $100,000 to $149,999 Never married     Metro area   MidWest
347   $50,000 to $74,999   Now Married     Metro area     South
348   $10,000 to $24,999   Now Married Non-metro area   MidWest
349   $75,000 to $99,999 Never married     Metro area     South
350   $75,000 to $99,999   Now Married Non-metro area   MidWest
351 $100,000 to $149,999   Now Married     Metro area     South
352     $150,000 or more   Now Married     Metro area NorthEast
353   $75,000 to $99,999   Now Married     Metro area NorthEast
354   $50,000 to $74,999 Never married     Metro area     South
355   $25,000 to $49,999   Now Married     Metro area      West
356   $50,000 to $74,999       Widowed Non-metro area NorthEast
357     $150,000 or more Never married     Metro area     South
358     $150,000 or more Never married     Metro area      West
359   $75,000 to $99,999   Now Married     Metro area      West
360     $150,000 or more Never married     Metro area      West
361   $50,000 to $74,999 Never married     Metro area   MidWest
362     $150,000 or more   Now Married     Metro area   MidWest
363   $25,000 to $49,999       Widowed     Metro area NorthEast
364   $75,000 to $99,999      Divorced     Metro area     South
365 $100,000 to $149,999   Now Married     Metro area      West
366 $100,000 to $149,999 Never married     Metro area     South
367     $150,000 or more   Now Married     Metro area NorthEast
368     $150,000 or more   Now Married     Metro area   MidWest
369     $150,000 or more   Now Married     Metro area      West
370     $150,000 or more   Now Married     Metro area   MidWest
371   $10,000 to $24,999   Now Married Non-metro area     South
372     $150,000 or more Never married Non-metro area     South
373    Less than $10,000 Never married Non-metro area   MidWest
374   $25,000 to $49,999 Never married     Metro area NorthEast
375    Less than $10,000 Never married     Metro area     South
376 $100,000 to $149,999 Never married     Metro area NorthEast
377    Less than $10,000 Never married     Metro area NorthEast
378 $100,000 to $149,999 Never married     Metro area   MidWest
379 $100,000 to $149,999 Never married     Metro area NorthEast
380   $25,000 to $49,999   Now Married Non-metro area   MidWest
381     $150,000 or more Never married     Metro area     South
382   $75,000 to $99,999 Never married     Metro area   MidWest
383   $75,000 to $99,999       Widowed     Metro area   MidWest
384   $50,000 to $74,999 Never married     Metro area     South
385   $10,000 to $24,999 Never married     Metro area NorthEast
386   $75,000 to $99,999   Now Married     Metro area   MidWest
387    Less than $10,000 Never married     Metro area     South
388   $50,000 to $74,999   Now Married     Metro area   MidWest
389    Less than $10,000       Widowed Non-metro area     South
390     $150,000 or more   Now Married     Metro area      West
391   $10,000 to $24,999 Never married     Metro area     South
392   $25,000 to $49,999       Widowed     Metro area NorthEast
393   $10,000 to $24,999      Divorced     Metro area     South
394   $75,000 to $99,999   Now Married Non-metro area   MidWest
395     $150,000 or more Never married     Metro area      West
396   $10,000 to $24,999   Now Married     Metro area     South
397     $150,000 or more   Now Married Non-metro area      West
398   $75,000 to $99,999   Now Married     Metro area   MidWest
399 $100,000 to $149,999   Now Married     Metro area     South
400   $75,000 to $99,999     Separated     Metro area NorthEast
401 $100,000 to $149,999 Never married     Metro area   MidWest
402     $150,000 or more Never married     Metro area   MidWest
403     $150,000 or more   Now Married     Metro area   MidWest
404     $150,000 or more   Now Married     Metro area      West
405   $50,000 to $74,999   Now Married     Metro area      West
406     $150,000 or more Never married     Metro area      West
407   $75,000 to $99,999   Now Married     Metro area   MidWest
408 $100,000 to $149,999   Now Married Non-metro area   MidWest
409   $25,000 to $49,999 Never married     Metro area     South
410     $150,000 or more   Now Married     Metro area   MidWest
411   $50,000 to $74,999   Now Married     Metro area      West
412     $150,000 or more   Now Married     Metro area      West
413     $150,000 or more   Now Married     Metro area      West
414     $150,000 or more Never married     Metro area     South
415   $25,000 to $49,999 Never married     Metro area   MidWest
416   $25,000 to $49,999   Now Married     Metro area     South
417     $150,000 or more Never married     Metro area NorthEast
418 $100,000 to $149,999   Now Married     Metro area      West
419     $150,000 or more      Divorced     Metro area NorthEast
420   $25,000 to $49,999      Divorced     Metro area     South
421   $50,000 to $74,999 Never married     Metro area     South
422     $150,000 or more   Now Married     Metro area     South
423    Less than $10,000 Never married     Metro area     South
424     $150,000 or more   Now Married Non-metro area     South
425   $25,000 to $49,999      Divorced Non-metro area     South
426     $150,000 or more Never married     Metro area   MidWest
427     $150,000 or more   Now Married     Metro area NorthEast
428   $50,000 to $74,999   Now Married     Metro area   MidWest
429   $75,000 to $99,999   Now Married     Metro area NorthEast
430     $150,000 or more      Divorced     Metro area     South
431   $75,000 to $99,999 Never married     Metro area   MidWest
432   $50,000 to $74,999   Now Married     Metro area   MidWest
433   $50,000 to $74,999   Now Married     Metro area     South
434 $100,000 to $149,999   Now Married     Metro area   MidWest
435   $25,000 to $49,999   Now Married     Metro area NorthEast
436   $25,000 to $49,999     Separated     Metro area NorthEast
437   $25,000 to $49,999 Never married Non-metro area   MidWest
438 $100,000 to $149,999   Now Married     Metro area   MidWest
439   $75,000 to $99,999   Now Married     Metro area     South
440     $150,000 or more   Now Married     Metro area      West
441   $25,000 to $49,999   Now Married     Metro area     South
442   $25,000 to $49,999       Widowed     Metro area      West
443   $75,000 to $99,999 Never married     Metro area NorthEast
444 $100,000 to $149,999   Now Married     Metro area     South
445   $50,000 to $74,999       Widowed Non-metro area     South
446     $150,000 or more   Now Married     Metro area      West
447   $75,000 to $99,999 Never married     Metro area NorthEast
448 $100,000 to $149,999   Now Married     Metro area NorthEast
449   $25,000 to $49,999 Never married     Metro area   MidWest
450   $75,000 to $99,999   Now Married     Metro area     South
451   $50,000 to $74,999 Never married     Metro area     South
452 $100,000 to $149,999   Now Married     Metro area     South
453     $150,000 or more   Now Married     Metro area     South
454   $25,000 to $49,999      Divorced     Metro area   MidWest
455   $50,000 to $74,999   Now Married     Metro area      West
456   $25,000 to $49,999       Widowed     Metro area     South
457     $150,000 or more   Now Married     Metro area     South
458     $150,000 or more   Now Married     Metro area   MidWest
459 $100,000 to $149,999 Never married     Metro area      West
460   $25,000 to $49,999   Now Married     Metro area     South
461   $75,000 to $99,999   Now Married     Metro area     South
462   $75,000 to $99,999   Now Married Non-metro area     South
463 $100,000 to $149,999      Divorced     Metro area NorthEast
464   $25,000 to $49,999   Now Married     Metro area      West
465     $150,000 or more   Now Married     Metro area   MidWest
466 $100,000 to $149,999 Never married     Metro area      West
467     $150,000 or more   Now Married     Metro area     South
468   $50,000 to $74,999 Never married     Metro area     South
469     $150,000 or more       Widowed     Metro area      West
470     $150,000 or more   Now Married     Metro area NorthEast
471   $25,000 to $49,999       Widowed     Metro area     South
472   $10,000 to $24,999     Separated     Metro area     South
473 $100,000 to $149,999   Now Married     Metro area NorthEast
474 $100,000 to $149,999   Now Married     Metro area     South
475   $25,000 to $49,999     Separated     Metro area     South
476   $50,000 to $74,999 Never married     Metro area      West
477   $50,000 to $74,999   Now Married     Metro area   MidWest
478 $100,000 to $149,999   Now Married     Metro area     South
479   $25,000 to $49,999   Now Married     Metro area   MidWest
480     $150,000 or more   Now Married     Metro area      West
481     $150,000 or more   Now Married Non-metro area   MidWest
482   $50,000 to $74,999      Divorced     Metro area     South
483     $150,000 or more   Now Married     Metro area      West
484   $75,000 to $99,999   Now Married     Metro area      West
485 $100,000 to $149,999 Never married     Metro area      West
486   $10,000 to $24,999   Now Married     Metro area      West
487   $50,000 to $74,999      Divorced     Metro area      West
488   $10,000 to $24,999       Widowed     Metro area      West
489     $150,000 or more   Now Married     Metro area      West
490     $150,000 or more   Now Married     Metro area      West
491    Less than $10,000   Now Married     Metro area     South
492 $100,000 to $149,999   Now Married     Metro area      West
493   $25,000 to $49,999   Now Married     Metro area     South
494   $75,000 to $99,999   Now Married     Metro area      West
495   $25,000 to $49,999   Now Married     Metro area     South
496   $50,000 to $74,999   Now Married     Metro area     South
497   $50,000 to $74,999 Never married     Metro area      West
498     $150,000 or more   Now Married Non-metro area   MidWest
499   $25,000 to $49,999       Widowed Non-metro area   MidWest
500   $50,000 to $74,999      Divorced Non-metro area NorthEast
501     $150,000 or more Never married     Metro area      West
502 $100,000 to $149,999   Now Married     Metro area     South
503   $50,000 to $74,999   Now Married Non-metro area   MidWest
504   $25,000 to $49,999   Now Married Non-metro area   MidWest
505     $150,000 or more Never married     Metro area     South
506     $150,000 or more   Now Married     Metro area   MidWest
507    Less than $10,000 Never married     Metro area     South
508   $10,000 to $24,999 Never married Non-metro area     South
509   $50,000 to $74,999   Now Married     Metro area     South
510     $150,000 or more   Now Married     Metro area     South
511   $50,000 to $74,999   Now Married Non-metro area      West
512     $150,000 or more      Divorced     Metro area   MidWest
513   $50,000 to $74,999       Widowed     Metro area      West
514   $25,000 to $49,999 Never married Non-metro area     South
515 $100,000 to $149,999   Now Married Non-metro area NorthEast
516     $150,000 or more   Now Married     Metro area      West
517   $50,000 to $74,999   Now Married Non-metro area   MidWest
518   $10,000 to $24,999   Now Married     Metro area      West
519   $50,000 to $74,999   Now Married     Metro area     South
520 $100,000 to $149,999   Now Married     Metro area      West
521   $75,000 to $99,999 Never married     Metro area      West
522 $100,000 to $149,999   Now Married     Metro area      West
523   $50,000 to $74,999   Now Married Non-metro area   MidWest
524   $50,000 to $74,999   Now Married     Metro area NorthEast
525     $150,000 or more Never married     Metro area     South
526    Less than $10,000 Never married     Metro area      West
527   $75,000 to $99,999      Divorced     Metro area NorthEast
                                                       pprent
1   Owned or being bought by you or someone in your household
2   Owned or being bought by you or someone in your household
3   Owned or being bought by you or someone in your household
4   Owned or being bought by you or someone in your household
5   Owned or being bought by you or someone in your household
6   Owned or being bought by you or someone in your household
7   Owned or being bought by you or someone in your household
8   Owned or being bought by you or someone in your household
9   Owned or being bought by you or someone in your household
10  Owned or being bought by you or someone in your household
11                      Occupied without payment of cash rent
12                                            Rented for cash
13  Owned or being bought by you or someone in your household
14                                            Rented for cash
15  Owned or being bought by you or someone in your household
16  Owned or being bought by you or someone in your household
17  Owned or being bought by you or someone in your household
18  Owned or being bought by you or someone in your household
19  Owned or being bought by you or someone in your household
20  Owned or being bought by you or someone in your household
21  Owned or being bought by you or someone in your household
22                                            Rented for cash
23  Owned or being bought by you or someone in your household
24  Owned or being bought by you or someone in your household
25  Owned or being bought by you or someone in your household
26  Owned or being bought by you or someone in your household
27  Owned or being bought by you or someone in your household
28  Owned or being bought by you or someone in your household
29  Owned or being bought by you or someone in your household
30  Owned or being bought by you or someone in your household
31  Owned or being bought by you or someone in your household
32  Owned or being bought by you or someone in your household
33  Owned or being bought by you or someone in your household
34  Owned or being bought by you or someone in your household
35  Owned or being bought by you or someone in your household
36  Owned or being bought by you or someone in your household
37  Owned or being bought by you or someone in your household
38  Owned or being bought by you or someone in your household
39                                            Rented for cash
40  Owned or being bought by you or someone in your household
41                                            Rented for cash
42  Owned or being bought by you or someone in your household
43                                            Rented for cash
44  Owned or being bought by you or someone in your household
45                                            Rented for cash
46  Owned or being bought by you or someone in your household
47  Owned or being bought by you or someone in your household
48  Owned or being bought by you or someone in your household
49  Owned or being bought by you or someone in your household
50  Owned or being bought by you or someone in your household
51  Owned or being bought by you or someone in your household
52  Owned or being bought by you or someone in your household
53                                            Rented for cash
54  Owned or being bought by you or someone in your household
55  Owned or being bought by you or someone in your household
56  Owned or being bought by you or someone in your household
57  Owned or being bought by you or someone in your household
58  Owned or being bought by you or someone in your household
59  Owned or being bought by you or someone in your household
60  Owned or being bought by you or someone in your household
61  Owned or being bought by you or someone in your household
62  Owned or being bought by you or someone in your household
63                      Occupied without payment of cash rent
64                                            Rented for cash
65  Owned or being bought by you or someone in your household
66  Owned or being bought by you or someone in your household
67  Owned or being bought by you or someone in your household
68  Owned or being bought by you or someone in your household
69  Owned or being bought by you or someone in your household
70  Owned or being bought by you or someone in your household
71  Owned or being bought by you or someone in your household
72  Owned or being bought by you or someone in your household
73  Owned or being bought by you or someone in your household
74  Owned or being bought by you or someone in your household
75  Owned or being bought by you or someone in your household
76  Owned or being bought by you or someone in your household
77  Owned or being bought by you or someone in your household
78  Owned or being bought by you or someone in your household
79                      Occupied without payment of cash rent
80                                            Rented for cash
81  Owned or being bought by you or someone in your household
82  Owned or being bought by you or someone in your household
83  Owned or being bought by you or someone in your household
84                                            Rented for cash
85  Owned or being bought by you or someone in your household
86  Owned or being bought by you or someone in your household
87  Owned or being bought by you or someone in your household
88  Owned or being bought by you or someone in your household
89                      Occupied without payment of cash rent
90  Owned or being bought by you or someone in your household
91  Owned or being bought by you or someone in your household
92  Owned or being bought by you or someone in your household
93  Owned or being bought by you or someone in your household
94  Owned or being bought by you or someone in your household
95  Owned or being bought by you or someone in your household
96                                            Rented for cash
97  Owned or being bought by you or someone in your household
98  Owned or being bought by you or someone in your household
99  Owned or being bought by you or someone in your household
100 Owned or being bought by you or someone in your household
101 Owned or being bought by you or someone in your household
102 Owned or being bought by you or someone in your household
103 Owned or being bought by you or someone in your household
104                                           Rented for cash
105 Owned or being bought by you or someone in your household
106 Owned or being bought by you or someone in your household
107                                           Rented for cash
108                                           Rented for cash
109 Owned or being bought by you or someone in your household
110 Owned or being bought by you or someone in your household
111 Owned or being bought by you or someone in your household
112 Owned or being bought by you or someone in your household
113 Owned or being bought by you or someone in your household
114 Owned or being bought by you or someone in your household
115 Owned or being bought by you or someone in your household
116 Owned or being bought by you or someone in your household
117 Owned or being bought by you or someone in your household
118 Owned or being bought by you or someone in your household
119 Owned or being bought by you or someone in your household
120 Owned or being bought by you or someone in your household
121 Owned or being bought by you or someone in your household
122                                           Rented for cash
123 Owned or being bought by you or someone in your household
124 Owned or being bought by you or someone in your household
125 Owned or being bought by you or someone in your household
126 Owned or being bought by you or someone in your household
127 Owned or being bought by you or someone in your household
128                                           Rented for cash
129 Owned or being bought by you or someone in your household
130 Owned or being bought by you or someone in your household
131 Owned or being bought by you or someone in your household
132 Owned or being bought by you or someone in your household
133 Owned or being bought by you or someone in your household
134 Owned or being bought by you or someone in your household
135 Owned or being bought by you or someone in your household
136 Owned or being bought by you or someone in your household
137 Owned or being bought by you or someone in your household
138 Owned or being bought by you or someone in your household
139                                           Rented for cash
140 Owned or being bought by you or someone in your household
141 Owned or being bought by you or someone in your household
142 Owned or being bought by you or someone in your household
143 Owned or being bought by you or someone in your household
144 Owned or being bought by you or someone in your household
145 Owned or being bought by you or someone in your household
146 Owned or being bought by you or someone in your household
147                                           Rented for cash
148 Owned or being bought by you or someone in your household
149 Owned or being bought by you or someone in your household
150                                           Rented for cash
151 Owned or being bought by you or someone in your household
152 Owned or being bought by you or someone in your household
153 Owned or being bought by you or someone in your household
154                                           Rented for cash
155 Owned or being bought by you or someone in your household
156                                           Rented for cash
157 Owned or being bought by you or someone in your household
158 Owned or being bought by you or someone in your household
159 Owned or being bought by you or someone in your household
160 Owned or being bought by you or someone in your household
161 Owned or being bought by you or someone in your household
162                     Occupied without payment of cash rent
163                                           Rented for cash
164 Owned or being bought by you or someone in your household
165 Owned or being bought by you or someone in your household
166 Owned or being bought by you or someone in your household
167 Owned or being bought by you or someone in your household
168 Owned or being bought by you or someone in your household
169 Owned or being bought by you or someone in your household
170 Owned or being bought by you or someone in your household
171 Owned or being bought by you or someone in your household
172 Owned or being bought by you or someone in your household
173 Owned or being bought by you or someone in your household
174 Owned or being bought by you or someone in your household
175 Owned or being bought by you or someone in your household
176 Owned or being bought by you or someone in your household
177 Owned or being bought by you or someone in your household
178 Owned or being bought by you or someone in your household
179 Owned or being bought by you or someone in your household
180 Owned or being bought by you or someone in your household
181                                           Rented for cash
182 Owned or being bought by you or someone in your household
183                     Occupied without payment of cash rent
184 Owned or being bought by you or someone in your household
185                                           Rented for cash
186 Owned or being bought by you or someone in your household
187                                           Rented for cash
188 Owned or being bought by you or someone in your household
189 Owned or being bought by you or someone in your household
190 Owned or being bought by you or someone in your household
191                                           Rented for cash
192                                           Rented for cash
193                                           Rented for cash
194 Owned or being bought by you or someone in your household
195 Owned or being bought by you or someone in your household
196 Owned or being bought by you or someone in your household
197 Owned or being bought by you or someone in your household
198 Owned or being bought by you or someone in your household
199 Owned or being bought by you or someone in your household
200 Owned or being bought by you or someone in your household
201 Owned or being bought by you or someone in your household
202 Owned or being bought by you or someone in your household
203 Owned or being bought by you or someone in your household
204                                           Rented for cash
205 Owned or being bought by you or someone in your household
206 Owned or being bought by you or someone in your household
207 Owned or being bought by you or someone in your household
208                     Occupied without payment of cash rent
209 Owned or being bought by you or someone in your household
210 Owned or being bought by you or someone in your household
211 Owned or being bought by you or someone in your household
212 Owned or being bought by you or someone in your household
213                                           Rented for cash
214 Owned or being bought by you or someone in your household
215 Owned or being bought by you or someone in your household
216 Owned or being bought by you or someone in your household
217                                           Rented for cash
218 Owned or being bought by you or someone in your household
219 Owned or being bought by you or someone in your household
220 Owned or being bought by you or someone in your household
221                                           Rented for cash
222 Owned or being bought by you or someone in your household
223                                           Rented for cash
224 Owned or being bought by you or someone in your household
225 Owned or being bought by you or someone in your household
226 Owned or being bought by you or someone in your household
227 Owned or being bought by you or someone in your household
228 Owned or being bought by you or someone in your household
229 Owned or being bought by you or someone in your household
230 Owned or being bought by you or someone in your household
231 Owned or being bought by you or someone in your household
232 Owned or being bought by you or someone in your household
233 Owned or being bought by you or someone in your household
234 Owned or being bought by you or someone in your household
235                                           Rented for cash
236                                           Rented for cash
237 Owned or being bought by you or someone in your household
238 Owned or being bought by you or someone in your household
239 Owned or being bought by you or someone in your household
240 Owned or being bought by you or someone in your household
241 Owned or being bought by you or someone in your household
242 Owned or being bought by you or someone in your household
243 Owned or being bought by you or someone in your household
244 Owned or being bought by you or someone in your household
245 Owned or being bought by you or someone in your household
246 Owned or being bought by you or someone in your household
247                                           Rented for cash
248 Owned or being bought by you or someone in your household
249 Owned or being bought by you or someone in your household
250 Owned or being bought by you or someone in your household
251 Owned or being bought by you or someone in your household
252 Owned or being bought by you or someone in your household
253 Owned or being bought by you or someone in your household
254 Owned or being bought by you or someone in your household
255 Owned or being bought by you or someone in your household
256                                           Rented for cash
257 Owned or being bought by you or someone in your household
258                                           Rented for cash
259 Owned or being bought by you or someone in your household
260 Owned or being bought by you or someone in your household
261                                           Rented for cash
262 Owned or being bought by you or someone in your household
263 Owned or being bought by you or someone in your household
264 Owned or being bought by you or someone in your household
265                                           Rented for cash
266 Owned or being bought by you or someone in your household
267                                           Rented for cash
268                                           Rented for cash
269 Owned or being bought by you or someone in your household
270 Owned or being bought by you or someone in your household
271 Owned or being bought by you or someone in your household
272 Owned or being bought by you or someone in your household
273 Owned or being bought by you or someone in your household
274 Owned or being bought by you or someone in your household
275 Owned or being bought by you or someone in your household
276                                           Rented for cash
277 Owned or being bought by you or someone in your household
278 Owned or being bought by you or someone in your household
279 Owned or being bought by you or someone in your household
280 Owned or being bought by you or someone in your household
281 Owned or being bought by you or someone in your household
282 Owned or being bought by you or someone in your household
283 Owned or being bought by you or someone in your household
284 Owned or being bought by you or someone in your household
285                                           Rented for cash
286                                           Rented for cash
287 Owned or being bought by you or someone in your household
288 Owned or being bought by you or someone in your household
289                                           Rented for cash
290                                           Rented for cash
291 Owned or being bought by you or someone in your household
292 Owned or being bought by you or someone in your household
293 Owned or being bought by you or someone in your household
294 Owned or being bought by you or someone in your household
295 Owned or being bought by you or someone in your household
296 Owned or being bought by you or someone in your household
297 Owned or being bought by you or someone in your household
298 Owned or being bought by you or someone in your household
299                                           Rented for cash
300                                           Rented for cash
301 Owned or being bought by you or someone in your household
302 Owned or being bought by you or someone in your household
303 Owned or being bought by you or someone in your household
304 Owned or being bought by you or someone in your household
305 Owned or being bought by you or someone in your household
306 Owned or being bought by you or someone in your household
307 Owned or being bought by you or someone in your household
308                                           Rented for cash
309 Owned or being bought by you or someone in your household
310 Owned or being bought by you or someone in your household
311 Owned or being bought by you or someone in your household
312 Owned or being bought by you or someone in your household
313                                           Rented for cash
314 Owned or being bought by you or someone in your household
315 Owned or being bought by you or someone in your household
316 Owned or being bought by you or someone in your household
317 Owned or being bought by you or someone in your household
318 Owned or being bought by you or someone in your household
319 Owned or being bought by you or someone in your household
320 Owned or being bought by you or someone in your household
321 Owned or being bought by you or someone in your household
322 Owned or being bought by you or someone in your household
323 Owned or being bought by you or someone in your household
324                                           Rented for cash
325                                           Rented for cash
326 Owned or being bought by you or someone in your household
327                                           Rented for cash
328 Owned or being bought by you or someone in your household
329 Owned or being bought by you or someone in your household
330 Owned or being bought by you or someone in your household
331 Owned or being bought by you or someone in your household
332 Owned or being bought by you or someone in your household
333 Owned or being bought by you or someone in your household
334 Owned or being bought by you or someone in your household
335                                           Rented for cash
336                                           Rented for cash
337 Owned or being bought by you or someone in your household
338 Owned or being bought by you or someone in your household
339                                           Rented for cash
340 Owned or being bought by you or someone in your household
341 Owned or being bought by you or someone in your household
342 Owned or being bought by you or someone in your household
343                                           Rented for cash
344 Owned or being bought by you or someone in your household
345 Owned or being bought by you or someone in your household
346 Owned or being bought by you or someone in your household
347 Owned or being bought by you or someone in your household
348                                           Rented for cash
349                                           Rented for cash
350 Owned or being bought by you or someone in your household
351 Owned or being bought by you or someone in your household
352 Owned or being bought by you or someone in your household
353 Owned or being bought by you or someone in your household
354                                           Rented for cash
355                                           Rented for cash
356 Owned or being bought by you or someone in your household
357                                           Rented for cash
358                                           Rented for cash
359                                           Rented for cash
360 Owned or being bought by you or someone in your household
361                                           Rented for cash
362 Owned or being bought by you or someone in your household
363 Owned or being bought by you or someone in your household
364 Owned or being bought by you or someone in your household
365 Owned or being bought by you or someone in your household
366 Owned or being bought by you or someone in your household
367 Owned or being bought by you or someone in your household
368 Owned or being bought by you or someone in your household
369 Owned or being bought by you or someone in your household
370 Owned or being bought by you or someone in your household
371                                           Rented for cash
372 Owned or being bought by you or someone in your household
373                                           Rented for cash
374 Owned or being bought by you or someone in your household
375                                           Rented for cash
376 Owned or being bought by you or someone in your household
377                                           Rented for cash
378 Owned or being bought by you or someone in your household
379 Owned or being bought by you or someone in your household
380 Owned or being bought by you or someone in your household
381 Owned or being bought by you or someone in your household
382 Owned or being bought by you or someone in your household
383 Owned or being bought by you or someone in your household
384 Owned or being bought by you or someone in your household
385                                           Rented for cash
386 Owned or being bought by you or someone in your household
387                                           Rented for cash
388 Owned or being bought by you or someone in your household
389 Owned or being bought by you or someone in your household
390                     Occupied without payment of cash rent
391 Owned or being bought by you or someone in your household
392 Owned or being bought by you or someone in your household
393                                           Rented for cash
394 Owned or being bought by you or someone in your household
395 Owned or being bought by you or someone in your household
396 Owned or being bought by you or someone in your household
397 Owned or being bought by you or someone in your household
398 Owned or being bought by you or someone in your household
399 Owned or being bought by you or someone in your household
400                                           Rented for cash
401                                           Rented for cash
402 Owned or being bought by you or someone in your household
403                                           Rented for cash
404 Owned or being bought by you or someone in your household
405 Owned or being bought by you or someone in your household
406                                           Rented for cash
407 Owned or being bought by you or someone in your household
408 Owned or being bought by you or someone in your household
409 Owned or being bought by you or someone in your household
410 Owned or being bought by you or someone in your household
411 Owned or being bought by you or someone in your household
412                                           Rented for cash
413 Owned or being bought by you or someone in your household
414 Owned or being bought by you or someone in your household
415                                           Rented for cash
416 Owned or being bought by you or someone in your household
417                                           Rented for cash
418 Owned or being bought by you or someone in your household
419                                           Rented for cash
420 Owned or being bought by you or someone in your household
421 Owned or being bought by you or someone in your household
422 Owned or being bought by you or someone in your household
423 Owned or being bought by you or someone in your household
424 Owned or being bought by you or someone in your household
425 Owned or being bought by you or someone in your household
426                                           Rented for cash
427 Owned or being bought by you or someone in your household
428 Owned or being bought by you or someone in your household
429                                           Rented for cash
430 Owned or being bought by you or someone in your household
431 Owned or being bought by you or someone in your household
432 Owned or being bought by you or someone in your household
433 Owned or being bought by you or someone in your household
434 Owned or being bought by you or someone in your household
435                                           Rented for cash
436                                           Rented for cash
437 Owned or being bought by you or someone in your household
438 Owned or being bought by you or someone in your household
439 Owned or being bought by you or someone in your household
440 Owned or being bought by you or someone in your household
441 Owned or being bought by you or someone in your household
442 Owned or being bought by you or someone in your household
443                                           Rented for cash
444 Owned or being bought by you or someone in your household
445 Owned or being bought by you or someone in your household
446 Owned or being bought by you or someone in your household
447 Owned or being bought by you or someone in your household
448 Owned or being bought by you or someone in your household
449                                           Rented for cash
450 Owned or being bought by you or someone in your household
451 Owned or being bought by you or someone in your household
452 Owned or being bought by you or someone in your household
453                     Occupied without payment of cash rent
454                                           Rented for cash
455                                           Rented for cash
456 Owned or being bought by you or someone in your household
457 Owned or being bought by you or someone in your household
458 Owned or being bought by you or someone in your household
459 Owned or being bought by you or someone in your household
460                                           Rented for cash
461                                           Rented for cash
462                                           Rented for cash
463                                           Rented for cash
464 Owned or being bought by you or someone in your household
465 Owned or being bought by you or someone in your household
466 Owned or being bought by you or someone in your household
467 Owned or being bought by you or someone in your household
468                                           Rented for cash
469 Owned or being bought by you or someone in your household
470 Owned or being bought by you or someone in your household
471                                           Rented for cash
472                                           Rented for cash
473 Owned or being bought by you or someone in your household
474 Owned or being bought by you or someone in your household
475                                           Rented for cash
476 Owned or being bought by you or someone in your household
477                                           Rented for cash
478 Owned or being bought by you or someone in your household
479 Owned or being bought by you or someone in your household
480 Owned or being bought by you or someone in your household
481 Owned or being bought by you or someone in your household
482 Owned or being bought by you or someone in your household
483 Owned or being bought by you or someone in your household
484                                           Rented for cash
485 Owned or being bought by you or someone in your household
486                                           Rented for cash
487 Owned or being bought by you or someone in your household
488 Owned or being bought by you or someone in your household
489 Owned or being bought by you or someone in your household
490 Owned or being bought by you or someone in your household
491                                           Rented for cash
492 Owned or being bought by you or someone in your household
493                                           Rented for cash
494                                           Rented for cash
495 Owned or being bought by you or someone in your household
496 Owned or being bought by you or someone in your household
497 Owned or being bought by you or someone in your household
498 Owned or being bought by you or someone in your household
499 Owned or being bought by you or someone in your household
500                                           Rented for cash
501                                           Rented for cash
502 Owned or being bought by you or someone in your household
503 Owned or being bought by you or someone in your household
504 Owned or being bought by you or someone in your household
505 Owned or being bought by you or someone in your household
506 Owned or being bought by you or someone in your household
507                                           Rented for cash
508                     Occupied without payment of cash rent
509 Owned or being bought by you or someone in your household
510 Owned or being bought by you or someone in your household
511 Owned or being bought by you or someone in your household
512 Owned or being bought by you or someone in your household
513 Owned or being bought by you or someone in your household
514                                           Rented for cash
515 Owned or being bought by you or someone in your household
516 Owned or being bought by you or someone in your household
517 Owned or being bought by you or someone in your household
518 Owned or being bought by you or someone in your household
519 Owned or being bought by you or someone in your household
520 Owned or being bought by you or someone in your household
521                                           Rented for cash
522 Owned or being bought by you or someone in your household
523                                           Rented for cash
524 Owned or being bought by you or someone in your household
525 Owned or being bought by you or someone in your household
526                                           Rented for cash
527 Owned or being bought by you or someone in your household
                ppstaten                              PPWORKA          ppemploy
1                Florida                              Retired       Not working
2               Kentucky                              Retired       Not working
3                Florida                              Retired       Not working
4           Pennsylvania                              Retired       Not working
5               Michigan                              Retired       Not working
6               Missouri Employed part-time (by someone else) Working part-time
7             New Jersey Employed full-time (by someone else) Working full-time
8                Georgia                              Retired       Not working
9             Washington                            Homemaker       Not working
10         New Hampshire Employed full-time (by someone else) Working full-time
11          Pennsylvania                                Other       Not working
12              Maryland Employed full-time (by someone else) Working full-time
13            California                              Retired       Not working
14               Arizona Employed full-time (by someone else) Working full-time
15                 Texas                              Retired       Not working
16            New Jersey Employed full-time (by someone else) Working full-time
17          North Dakota Employed full-time (by someone else) Working full-time
18           Connecticut Employed full-time (by someone else) Working full-time
19              Michigan                              Retired       Not working
20              Michigan                              Retired       Not working
21         Massachusetts Employed full-time (by someone else) Working full-time
22            California Employed full-time (by someone else) Working full-time
23                Oregon Employed full-time (by someone else) Working full-time
24            California                              Retired       Not working
25                 Texas                              Retired       Not working
26            California Employed full-time (by someone else) Working full-time
27              Illinois Employed full-time (by someone else) Working full-time
28              Arkansas                              Retired       Not working
29        South Carolina                              Retired       Not working
30          Pennsylvania                              Retired       Not working
31             Tennessee Employed full-time (by someone else) Working full-time
32               Arizona                            Homemaker       Not working
33                Hawaii                              Retired       Not working
34                Kansas Employed full-time (by someone else) Working full-time
35          Pennsylvania                              Retired Working full-time
36                 Texas Employed full-time (by someone else) Working full-time
37          Pennsylvania Employed full-time (by someone else) Working full-time
38            California                            Homemaker       Not working
39          Pennsylvania Employed full-time (by someone else) Working full-time
40              Colorado                        Self-employed Working full-time
41            Washington Employed full-time (by someone else) Working part-time
42             Louisiana Employed full-time (by someone else) Working full-time
43               Georgia                            Homemaker       Not working
44                 Texas                              Retired       Not working
45              Virginia                                Other Working full-time
46               Georgia Employed full-time (by someone else) Working full-time
47             Wisconsin                              Retired       Not working
48             Wisconsin                              Retired       Not working
49               Vermont                              Retired       Not working
50               Florida                              Retired       Not working
51                  Ohio                        Self-employed Working full-time
52          Pennsylvania                              Retired       Not working
53              Missouri                              Retired       Not working
54        North Carolina                              Retired       Not working
55            New Jersey                              Retired       Not working
56            California Employed full-time (by someone else) Working full-time
57              New York Employed full-time (by someone else) Working full-time
58              Kentucky                              Retired       Not working
59                 Texas                              Retired       Not working
60                Nevada Employed full-time (by someone else) Working full-time
61          Pennsylvania                        Self-employed Working full-time
62                  Ohio                              Retired       Not working
63              Michigan                              Retired       Not working
64               Arizona                              Retired       Not working
65                 Texas                              Retired       Not working
66              New York                              Retired       Not working
67               Florida                              Retired Working part-time
68              Nebraska                              Retired       Not working
69                Hawaii                              Retired       Not working
70                 Idaho                              Retired       Not working
71           Connecticut                              Retired       Not working
72                  Ohio                              Retired       Not working
73             Louisiana Employed full-time (by someone else) Working full-time
74        South Carolina                              Retired       Not working
75             Wisconsin Employed full-time (by someone else) Working full-time
76              Kentucky                              Retired       Not working
77          Pennsylvania                              Retired       Not working
78               Florida                              Retired       Not working
79             Louisiana                              Retired       Not working
80             Wisconsin Employed full-time (by someone else) Working full-time
81               Florida Employed full-time (by someone else) Working full-time
82          Pennsylvania Employed full-time (by someone else) Working full-time
83                  Ohio                            Homemaker       Not working
84              New York                        Self-employed Working full-time
85                 Texas                              Retired       Not working
86               Alabama                              Retired       Not working
87            California                            Homemaker       Not working
88             Minnesota                              Retired       Not working
89          Pennsylvania                            Homemaker       Not working
90              Illinois Employed full-time (by someone else) Working full-time
91              Illinois                        Self-employed Working part-time
92              Colorado                              Retired       Not working
93              Illinois Employed full-time (by someone else) Working full-time
94            New Jersey                              Retired       Not working
95               Montana                              Retired       Not working
96                  Utah Employed full-time (by someone else) Working full-time
97            New Mexico                              Retired       Not working
98            California Employed full-time (by someone else) Working full-time
99                Nevada                              Retired       Not working
100             Michigan                            Homemaker       Not working
101                 Ohio Employed full-time (by someone else) Working full-time
102              Florida Employed full-time (by someone else) Working full-time
103              Florida Employed full-time (by someone else) Working full-time
104             Maryland                              Retired       Not working
105              Florida Employed full-time (by someone else) Working full-time
106             Arkansas Employed part-time (by someone else) Working part-time
107           California                              Retired Working part-time
108               Kansas                   Currently laid off       Not working
109             Oklahoma                   Currently laid off       Not working
110             New York                              Retired       Not working
111                 Ohio Employed part-time (by someone else) Working full-time
112           New Mexico Employed full-time (by someone else) Working full-time
113         Pennsylvania                              Retired       Not working
114                Texas Employed full-time (by someone else) Working full-time
115             Michigan                              Retired       Not working
116                 Ohio                              Retired       Not working
117             Illinois                              Retired       Not working
118             Illinois Employed full-time (by someone else) Working full-time
119              Florida Employed full-time (by someone else) Working full-time
120                 Ohio Employed full-time (by someone else) Working full-time
121            Wisconsin Employed part-time (by someone else) Working part-time
122                Texas                            Homemaker       Not working
123           California                              Retired       Not working
124           California                        Self-employed Working full-time
125              Florida Employed full-time (by someone else) Working full-time
126               Oregon                                Other Working full-time
127        New Hampshire Employed full-time (by someone else) Working full-time
128                 Ohio                              Retired       Not working
129           Washington                              Retired       Not working
130             Virginia Employed part-time (by someone else) Working part-time
131            Wisconsin                                Other Working part-time
132        Massachusetts Employed full-time (by someone else) Working full-time
133           New Jersey Employed full-time (by someone else) Working full-time
134              Georgia Employed full-time (by someone else) Working full-time
135                 Ohio                              Retired       Not working
136             Michigan                              Retired       Not working
137              Georgia                    Full Time Student       Not working
138              Alabama Employed full-time (by someone else) Working full-time
139         Pennsylvania Employed full-time (by someone else) Working full-time
140              Arizona Employed full-time (by someone else) Working full-time
141            Tennessee Employed full-time (by someone else) Working full-time
142              Florida Employed full-time (by someone else) Working full-time
143           California Employed full-time (by someone else) Working full-time
144              Georgia Employed full-time (by someone else) Working full-time
145                Texas Employed full-time (by someone else) Working full-time
146           California                              Retired       Not working
147             Oklahoma                              Retired Working full-time
148           New Jersey                              Retired       Not working
149              Arizona Employed full-time (by someone else) Working full-time
150           California Employed full-time (by someone else) Working full-time
151               Kansas Employed full-time (by someone else) Working part-time
152              Florida                              Retired       Not working
153              Florida                              Retired       Not working
154                 Ohio Employed full-time (by someone else) Working full-time
155                 Utah Employed full-time (by someone else) Working full-time
156                Texas                                Other       Not working
157             Maryland Employed full-time (by someone else) Working full-time
158            Louisiana Employed full-time (by someone else) Working full-time
159               Oregon Employed full-time (by someone else) Working full-time
160            Minnesota Employed full-time (by someone else) Working full-time
161              Florida Employed full-time (by someone else) Working full-time
162           California Employed full-time (by someone else) Working full-time
163             Michigan Employed part-time (by someone else) Working part-time
164           New Jersey Employed full-time (by someone else) Working full-time
165              Georgia Employed full-time (by someone else) Working full-time
166               Oregon                              Retired       Not working
167            Wisconsin Employed full-time (by someone else) Working full-time
168              Indiana                              Retired       Not working
169       North Carolina Employed part-time (by someone else) Working part-time
170             Illinois Employed full-time (by someone else) Working full-time
171                Texas                            Homemaker       Not working
172                Texas                              Retired       Not working
173              Georgia Employed full-time (by someone else) Working full-time
174               Hawaii Employed full-time (by someone else) Working full-time
175       North Carolina Employed full-time (by someone else) Working full-time
176           Washington Employed full-time (by someone else) Working full-time
177            Tennessee                              Retired       Not working
178             Colorado Employed full-time (by someone else) Working full-time
179             Missouri                              Retired       Not working
180         Pennsylvania Employed part-time (by someone else) Working part-time
181            Minnesota                    Full Time Student       Not working
182       South Carolina                        Self-employed Working part-time
183             Missouri                        Self-employed       Not working
184                Texas                              Retired       Not working
185             Illinois Employed full-time (by someone else) Working full-time
186              Florida                              Retired       Not working
187           California Employed part-time (by someone else)       Not working
188            Wisconsin                              Retired       Not working
189        Massachusetts                              Retired       Not working
190             Kentucky                        Self-employed Working full-time
191                Texas Employed full-time (by someone else) Working full-time
192         Pennsylvania Employed full-time (by someone else) Working full-time
193           California                              Retired Working full-time
194           Washington                              Retired       Not working
195        Massachusetts                        Self-employed Working full-time
196                Texas                              Retired       Not working
197             Illinois Employed full-time (by someone else) Working full-time
198             Michigan                              Retired       Not working
199              Florida                              Retired       Not working
200             Illinois Employed part-time (by someone else) Working part-time
201                 Utah                        Self-employed Working part-time
202              Florida Employed full-time (by someone else) Working full-time
203             Maryland Employed full-time (by someone else) Working full-time
204               Oregon                              Retired       Not working
205              Alabama Employed full-time (by someone else) Working full-time
206       North Carolina Employed full-time (by someone else) Working full-time
207             Arkansas                                Other       Not working
208           California Employed full-time (by someone else) Working full-time
209             Kentucky                              Retired       Not working
210             Illinois Employed full-time (by someone else) Working full-time
211             Virginia Employed full-time (by someone else) Working full-time
212              Arizona                            Homemaker Working full-time
213           New Jersey Employed full-time (by someone else) Working full-time
214             Illinois Employed full-time (by someone else) Working full-time
215           California                              Retired Working part-time
216              Florida Employed full-time (by someone else) Working full-time
217         Pennsylvania Employed part-time (by someone else) Working part-time
218                 Ohio                              Retired       Not working
219         South Dakota Employed full-time (by someone else) Working full-time
220         Pennsylvania                              Retired       Not working
221            Tennessee                                Other       Not working
222       North Carolina Employed full-time (by someone else) Working full-time
223               Oregon Employed full-time (by someone else) Working full-time
224             New York                        Self-employed       Not working
225          Mississippi                              Retired       Not working
226             Nebraska                              Retired       Not working
227             Maryland Employed full-time (by someone else) Working full-time
228             New York                    Full Time Student       Not working
229        Massachusetts                            Homemaker Working full-time
230              Florida                              Retired       Not working
231                Texas                              Retired Working part-time
232        Massachusetts                              Retired       Not working
233             Illinois Employed full-time (by someone else) Working full-time
234       North Carolina                              Retired       Not working
235           California Employed full-time (by someone else) Working full-time
236       North Carolina Employed full-time (by someone else) Working full-time
237                Texas                              Retired       Not working
238             Virginia                              Retired       Not working
239         Pennsylvania                              Retired       Not working
240         Pennsylvania                        Self-employed Working part-time
241                 Utah Employed full-time (by someone else) Working full-time
242        Massachusetts                        Self-employed Working part-time
243        Massachusetts Employed full-time (by someone else) Working full-time
244         Pennsylvania Employed full-time (by someone else) Working part-time
245               Nevada                        Self-employed Working full-time
246             Illinois Employed part-time (by someone else) Working part-time
247             Arkansas                              Retired Working part-time
248             Arkansas Employed full-time (by someone else) Working full-time
249            Tennessee Employed full-time (by someone else) Working full-time
250             Kentucky                              Retired       Not working
251              Georgia                              Retired       Not working
252               Nevada                              Retired       Not working
253           California                              Retired       Not working
254             Kentucky Employed full-time (by someone else) Working full-time
255             Missouri                        Self-employed Working full-time
256               Oregon                              Retired       Not working
257           California                              Retired       Not working
258             Michigan                              Retired       Not working
259         Pennsylvania                              Retired       Not working
260                Texas Employed full-time (by someone else) Working full-time
261       South Carolina                          On furlough Working part-time
262           Washington Employed full-time (by someone else) Working full-time
263                 Utah Employed part-time (by someone else) Working part-time
264           Washington                            Homemaker       Not working
265             Michigan                            Homemaker       Not working
266                 Ohio Employed full-time (by someone else) Working full-time
267             Delaware                              Retired       Not working
268              Georgia Employed full-time (by someone else) Working full-time
269                Texas Employed part-time (by someone else) Working part-time
270           New Jersey                            Homemaker       Not working
271             Virginia Employed full-time (by someone else) Working full-time
272             Nebraska Employed full-time (by someone else) Working full-time
273             New York Employed full-time (by someone else) Working full-time
274       North Carolina                              Retired       Not working
275           New Jersey Employed full-time (by someone else) Working full-time
276             Virginia                              Retired Working part-time
277       South Carolina Employed full-time (by someone else) Working full-time
278             Virginia Employed full-time (by someone else) Working full-time
279             Oklahoma                              Retired Working part-time
280           Washington Employed full-time (by someone else) Working full-time
281                 Ohio                              Retired       Not working
282           California Employed full-time (by someone else) Working full-time
283            Wisconsin Employed full-time (by someone else) Working full-time
284          Connecticut Employed full-time (by someone else) Working full-time
285          Mississippi                            Homemaker       Not working
286                Texas                              Retired       Not working
287           New Jersey                   Currently laid off       Not working
288                Texas Employed part-time (by someone else) Working part-time
289           California Employed full-time (by someone else) Working full-time
290              Florida                    Full Time Student       Not working
291           New Jersey                              Retired       Not working
292         Pennsylvania                              Retired       Not working
293        Massachusetts Employed full-time (by someone else) Working full-time
294           California                              Retired       Not working
295       North Carolina Employed full-time (by someone else) Working full-time
296               Nevada                        Self-employed Working part-time
297              Florida                              Retired       Not working
298                Texas Employed full-time (by someone else) Working full-time
299         Pennsylvania Employed full-time (by someone else) Working full-time
300           California Employed part-time (by someone else) Working part-time
301             Kentucky                            Homemaker       Not working
302 District of Columbia                              Retired       Not working
303           California                                Other Working full-time
304               Oregon Employed part-time (by someone else) Working part-time
305       South Carolina                              Retired       Not working
306         South Dakota Employed full-time (by someone else) Working full-time
307               Oregon Employed part-time (by someone else)       Not working
308             Illinois                   Currently laid off       Not working
309        West Virginia Employed full-time (by someone else) Working full-time
310             Illinois                        Self-employed Working full-time
311             New York                    Full Time Student Working part-time
312              Arizona Employed full-time (by someone else) Working full-time
313              Arizona Employed full-time (by someone else) Working full-time
314             Michigan                              Retired       Not working
315             Virginia                                Other       Not working
316              Florida                              Retired       Not working
317             Kentucky Employed full-time (by someone else) Working full-time
318              Wyoming                                Other Working full-time
319                 Utah Employed full-time (by someone else) Working full-time
320             Illinois Employed full-time (by someone else) Working full-time
321             New York                              Retired       Not working
322             New York                              Retired       Not working
323              Georgia                            Homemaker       Not working
324           New Jersey                        Self-employed Working full-time
325           New Jersey                   Currently laid off       Not working
326       South Carolina                              Retired       Not working
327             Maryland Employed full-time (by someone else) Working full-time
328         North Dakota Employed full-time (by someone else) Working full-time
329         Pennsylvania                   Currently laid off       Not working
330             Missouri                            Homemaker       Not working
331                 Utah Employed full-time (by someone else) Working full-time
332               Oregon                        Self-employed Working full-time
333           California                              Retired       Not working
334                Texas Employed full-time (by someone else) Working full-time
335           California                            Homemaker       Not working
336              Alabama Employed full-time (by someone else) Working full-time
337           Washington Employed full-time (by someone else) Working full-time
338              Florida                        Self-employed Working part-time
339                 Ohio Employed full-time (by someone else) Working full-time
340        Massachusetts                              Retired Working part-time
341       North Carolina Employed full-time (by someone else)       Not working
342              Montana                              Retired       Not working
343                Texas                        Self-employed Working full-time
344                Maine Employed full-time (by someone else) Working full-time
345              Georgia                              Retired       Not working
346             Illinois                            Homemaker Working full-time
347                Texas Employed full-time (by someone else) Working full-time
348                 Iowa Employed part-time (by someone else) Working full-time
349              Florida                        Self-employed Working part-time
350             Michigan                              Retired       Not working
351             Maryland Employed full-time (by someone else) Working full-time
352         Pennsylvania                        Self-employed Working full-time
353        Massachusetts Employed full-time (by someone else) Working full-time
354                Texas                   Currently laid off       Not working
355           California                            Homemaker       Not working
356                Maine                              Retired       Not working
357                Texas Employed part-time (by someone else)       Not working
358           California                                Other       Not working
359           California                              Retired Working full-time
360           California Employed full-time (by someone else) Working full-time
361               Kansas                            Homemaker       Not working
362             Missouri Employed full-time (by someone else) Working full-time
363        Massachusetts                              Retired       Not working
364              Florida Employed full-time (by someone else) Working full-time
365              Arizona                              Retired       Not working
366                Texas Employed full-time (by someone else) Working full-time
367           New Jersey                        Self-employed Working full-time
368             Michigan Employed part-time (by someone else) Working part-time
369                 Utah Employed full-time (by someone else) Working full-time
370                 Ohio Employed full-time (by someone else) Working full-time
371                Texas Employed full-time (by someone else) Working full-time
372                Texas                                Other       Not working
373               Kansas Employed part-time (by someone else) Working part-time
374           New Jersey Employed full-time (by someone else) Working part-time
375              Florida Employed part-time (by someone else) Working part-time
376        Massachusetts                        Self-employed Working part-time
377             New York                   Currently laid off       Not working
378             Illinois                    Full Time Student       Not working
379           New Jersey Employed full-time (by someone else) Working full-time
380               Kansas                        Self-employed Working full-time
381             Maryland Employed full-time (by someone else) Working full-time
382             Illinois Employed full-time (by someone else) Working full-time
383         North Dakota                              Retired       Not working
384            Tennessee Employed part-time (by someone else) Working part-time
385             New York                                Other       Not working
386             Illinois                              Retired       Not working
387       North Carolina Employed full-time (by someone else)       Not working
388                 Ohio Employed full-time (by someone else) Working full-time
389              Alabama                            Homemaker       Not working
390             Colorado Employed full-time (by someone else) Working full-time
391            Louisiana                            Homemaker       Not working
392           New Jersey Employed part-time (by someone else) Working part-time
393              Florida                   Currently laid off       Not working
394                 Iowa Employed full-time (by someone else) Working full-time
395           California Employed full-time (by someone else)       Not working
396       North Carolina                            Homemaker Working part-time
397           California Employed full-time (by someone else) Working full-time
398             Missouri Employed full-time (by someone else) Working full-time
399             Maryland Employed full-time (by someone else) Working full-time
400           New Jersey Employed full-time (by someone else) Working full-time
401            Minnesota Employed full-time (by someone else) Working full-time
402             Michigan Employed full-time (by someone else) Working part-time
403             Illinois                              Retired       Not working
404           California                              Retired       Not working
405              Arizona                              Retired Working part-time
406           California Employed full-time (by someone else) Working full-time
407              Indiana                            Homemaker       Not working
408               Kansas                            Homemaker       Not working
409                Texas                    Full Time Student       Not working
410             Michigan Employed full-time (by someone else) Working full-time
411               Oregon                        Self-employed Working part-time
412               Oregon Employed full-time (by someone else) Working full-time
413           California                        Self-employed Working full-time
414             Virginia Employed full-time (by someone else) Working full-time
415              Indiana Employed full-time (by someone else) Working full-time
416              Florida                              Retired       Not working
417             New York                   Currently laid off       Not working
418           California Employed full-time (by someone else) Working full-time
419        Massachusetts Employed full-time (by someone else) Working full-time
420                Texas                              Retired       Not working
421             Virginia Employed full-time (by someone else) Working full-time
422       North Carolina                        Self-employed Working part-time
423                Texas                                Other       Not working
424                Texas Employed part-time (by someone else) Working part-time
425                Texas Employed full-time (by someone else) Working full-time
426             Illinois Employed full-time (by someone else) Working full-time
427             New York                              Retired       Not working
428                 Ohio Employed full-time (by someone else) Working full-time
429             New York Employed full-time (by someone else) Working full-time
430             Virginia                              Retired       Not working
431            Wisconsin Employed part-time (by someone else) Working part-time
432            Wisconsin Employed part-time (by someone else) Working part-time
433             Virginia Employed full-time (by someone else) Working full-time
434             Michigan Employed full-time (by someone else) Working full-time
435         Pennsylvania Employed full-time (by someone else) Working full-time
436           New Jersey Employed full-time (by someone else) Working full-time
437            Wisconsin                    Full Time Student       Not working
438             Michigan                              Retired       Not working
439             Virginia Employed full-time (by someone else) Working full-time
440           Washington                            Homemaker Working part-time
441             Virginia                                Other       Not working
442              Arizona                              Retired       Not working
443             New York Employed full-time (by someone else) Working full-time
444       North Carolina Employed full-time (by someone else) Working full-time
445             Arkansas Employed full-time (by someone else) Working full-time
446           California                            Homemaker       Not working
447         Pennsylvania                              Retired       Not working
448           New Jersey                              Retired       Not working
449            Wisconsin                            Homemaker       Not working
450                Texas Employed full-time (by someone else) Working full-time
451              Florida Employed full-time (by someone else) Working full-time
452            Louisiana Employed full-time (by someone else) Working full-time
453              Georgia                        Self-employed Working full-time
454             Nebraska                                Other       Not working
455           California Employed full-time (by someone else) Working full-time
456                Texas                              Retired       Not working
457       South Carolina Employed full-time (by someone else) Working full-time
458            Minnesota                            Homemaker       Not working
459           California                              Retired       Not working
460              Georgia Employed part-time (by someone else) Working part-time
461             Virginia Employed full-time (by someone else) Working full-time
462            Tennessee                            Homemaker       Not working
463             New York Employed full-time (by someone else) Working full-time
464                Idaho                              Retired       Not working
465                 Ohio                              Retired       Not working
466             Colorado                                Other       Not working
467              Florida Employed full-time (by someone else) Working full-time
468             Kentucky Employed full-time (by someone else) Working full-time
469           California Employed part-time (by someone else) Working part-time
470          Connecticut                              Retired       Not working
471              Georgia Employed full-time (by someone else) Working full-time
472              Florida                              Retired       Not working
473             New York Employed full-time (by someone else) Working full-time
474                Texas                   Currently laid off Working full-time
475              Florida                            Homemaker Working part-time
476           California                                Other       Not working
477            Minnesota                            Homemaker       Not working
478                Texas                              Retired       Not working
479            Minnesota                              Retired       Not working
480           Washington Employed full-time (by someone else) Working full-time
481            Minnesota Employed full-time (by someone else) Working full-time
482                Texas Employed full-time (by someone else) Working full-time
483           Washington Employed full-time (by someone else) Working full-time
484           Washington Employed full-time (by someone else) Working full-time
485           Washington                              Retired       Not working
486           California Employed full-time (by someone else) Working full-time
487           Washington Employed full-time (by someone else) Working full-time
488              Arizona                              Retired       Not working
489           Washington Employed full-time (by someone else) Working full-time
490              Arizona Employed full-time (by someone else) Working full-time
491       South Carolina                                Other Working full-time
492           California                        Self-employed Working part-time
493                Texas                            Homemaker       Not working
494           California Employed full-time (by someone else) Working full-time
495       South Carolina                              Retired       Not working
496             Oklahoma                              Retired       Not working
497             Colorado                                Other       Not working
498                 Ohio Employed full-time (by someone else) Working full-time
499                 Iowa                              Retired Working part-time
500              Vermont Employed full-time (by someone else) Working full-time
501           California Employed full-time (by someone else) Working full-time
502       South Carolina                              Retired       Not working
503             Missouri Employed full-time (by someone else) Working full-time
504              Indiana Employed full-time (by someone else) Working full-time
505            Tennessee Employed full-time (by someone else) Working full-time
506              Indiana Employed full-time (by someone else) Working full-time
507            Louisiana                              Retired       Not working
508          Mississippi                   Currently laid off Working part-time
509       North Carolina                            Homemaker       Not working
510             Maryland                              Retired       Not working
511           New Mexico                              Retired Working part-time
512            Minnesota Employed full-time (by someone else) Working full-time
513           California Employed full-time (by someone else) Working full-time
514            Tennessee Employed full-time (by someone else) Working full-time
515         Pennsylvania Employed full-time (by someone else) Working full-time
516           Washington Employed full-time (by someone else) Working full-time
517         North Dakota                              Retired       Not working
518           California Employed part-time (by someone else) Working part-time
519             Kentucky                              Retired       Not working
520              Montana Employed full-time (by someone else) Working full-time
521           California Employed full-time (by someone else) Working full-time
522              Arizona Employed full-time (by someone else) Working full-time
523                 Ohio Employed full-time (by someone else) Working full-time
524          Connecticut                              Retired       Not working
525              Florida Employed full-time (by someone else) Working full-time
526           Washington                   Currently laid off       Not working
527        New Hampshire Employed full-time (by someone else) Working full-time
          Q1_a       Q1_b       Q1_c       Q1_d       Q1_e       Q1_f
1      Approve    Approve Disapprove    Approve    Approve Disapprove
2      Approve    Approve    Approve    Approve    Approve    Approve
3   Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
4      Approve    Approve    Approve    Approve    Approve    Approve
5      Approve    Approve    Approve    Approve    Approve    Approve
6      Approve    Approve    Approve    Approve Disapprove    Approve
7      Approve Disapprove Disapprove Disapprove Disapprove    Approve
8      Approve    Approve    Approve    Approve    Approve    Approve
9      Approve    Approve    Approve Disapprove    Approve Disapprove
10  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
11  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
12     Approve Disapprove    Approve Disapprove    Approve Disapprove
13     Approve    Approve    Approve    Approve    Approve    Approve
14  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
15  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
16  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
17  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
18  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
19  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
20  Disapprove    Approve    Approve    Approve Disapprove    Approve
21     Approve    Approve    Approve Disapprove    Approve    Approve
22     Approve    Approve    Approve    Approve    Approve    Approve
23     Approve    Approve    Approve    Approve    Approve    Approve
24  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
25     Approve    Approve    Approve Disapprove    Approve    Approve
26     Approve    Approve    Approve    Approve    Approve    Approve
27     Approve    Approve    Approve    Approve    Approve Disapprove
28  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
29  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
30  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
31  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
32  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
33  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
34     Approve Disapprove    Approve    Approve    Approve Disapprove
35     Approve    Approve    Approve    Approve    Approve    Approve
36  Disapprove Disapprove    Approve    Approve    Approve Disapprove
37     Approve Disapprove    Approve Disapprove    Approve    Approve
38  Disapprove Disapprove    Approve    Approve    Approve    Approve
39     Approve    Approve    Approve    Approve    Approve    Approve
40     Approve    Approve    Approve    Approve    Approve    Approve
41     Approve Disapprove    Approve Disapprove Disapprove    Approve
42     Approve    Approve    Approve    Approve    Approve    Approve
43     Approve    Approve    Approve    Approve    Approve    Approve
44  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
45     Approve Disapprove    Approve    Approve    Approve    Approve
46     Approve    Approve    Approve    Approve    Approve    Approve
47     Approve    Approve    Approve    Approve    Approve Disapprove
48     Approve Disapprove    Approve Disapprove    Approve    Approve
49  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
50     Approve    Approve    Approve Disapprove    Approve    Approve
51     Approve Disapprove    Approve Disapprove Disapprove    Approve
52  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
53  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
54     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
55     Approve    Skipped    Skipped    Skipped    Skipped    Skipped
56     Approve Disapprove    Approve Disapprove Disapprove Disapprove
57     Approve Disapprove    Approve    Approve    Approve    Approve
58  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
59  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
60     Approve Disapprove    Approve Disapprove Disapprove    Approve
61     Approve    Approve    Approve    Approve    Approve    Approve
62     Approve    Approve    Approve    Approve    Approve    Approve
63     Skipped Disapprove Disapprove Disapprove Disapprove    Approve
64  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
65     Approve Disapprove    Approve Disapprove    Approve Disapprove
66  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
67     Approve Disapprove    Approve    Approve Disapprove    Approve
68  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
69  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
70  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
71     Approve Disapprove    Approve Disapprove Disapprove Disapprove
72     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
73  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
74     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
75  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
76     Approve    Approve    Approve    Approve    Approve    Approve
77     Approve    Approve    Approve    Approve    Approve    Approve
78  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
79  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
80     Approve Disapprove Disapprove Disapprove Disapprove    Approve
81  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
82  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
83     Approve Disapprove Disapprove Disapprove Disapprove    Approve
84     Approve    Approve    Approve    Approve    Approve    Approve
85  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
86  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
87  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
88     Approve    Approve    Approve Disapprove Disapprove Disapprove
89     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
90     Approve    Approve    Approve    Approve    Approve    Approve
91     Approve    Approve    Approve Disapprove Disapprove Disapprove
92  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
93     Approve    Approve    Approve    Approve    Approve    Approve
94     Approve    Approve    Approve Disapprove Disapprove Disapprove
95     Approve Disapprove    Approve Disapprove Disapprove    Approve
96  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
97  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
98     Approve    Approve    Approve    Approve    Approve    Approve
99  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
100    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
101 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
102 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
103 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
104    Approve    Approve    Approve    Approve    Approve Disapprove
105 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
106    Approve    Approve    Approve    Approve    Approve    Approve
107 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
108    Approve    Skipped    Approve    Skipped    Approve    Skipped
109 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
110    Approve    Approve    Approve Disapprove    Approve Disapprove
111 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
112    Approve    Approve    Approve    Approve    Approve    Approve
113    Approve Disapprove    Approve    Approve Disapprove    Approve
114    Approve    Approve    Approve    Approve    Approve    Approve
115 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
116 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
117    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
118    Approve    Approve    Approve    Approve    Approve    Approve
119    Approve    Approve    Approve    Approve    Approve Disapprove
120    Approve    Approve    Approve    Approve    Approve    Approve
121    Approve    Approve    Approve    Approve    Approve    Approve
122 Disapprove    Approve    Approve Disapprove Disapprove    Approve
123 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
124    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
125    Approve Disapprove    Approve Disapprove Disapprove    Approve
126    Approve Disapprove Disapprove Disapprove Disapprove    Approve
127 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
128    Approve Disapprove Disapprove Disapprove    Approve Disapprove
129    Approve Disapprove    Approve    Approve    Approve    Approve
130    Approve    Approve    Approve    Approve    Approve    Approve
131    Approve    Skipped    Approve    Approve    Approve    Approve
132    Approve    Approve    Approve    Approve    Approve    Approve
133    Approve    Approve    Approve    Approve    Approve    Approve
134 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
135    Approve Disapprove Disapprove    Approve    Approve    Approve
136    Approve Disapprove    Approve    Approve    Approve    Approve
137    Approve    Approve    Approve Disapprove Disapprove    Approve
138    Approve    Approve    Approve    Approve    Approve    Approve
139    Approve Disapprove Disapprove Disapprove Disapprove    Approve
140    Approve    Approve    Approve    Approve    Approve    Approve
141    Approve    Approve    Approve    Approve    Approve    Approve
142 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
143    Approve Disapprove    Approve Disapprove Disapprove Disapprove
144    Approve    Approve    Approve Disapprove Disapprove    Approve
145    Approve    Approve    Approve Disapprove Disapprove    Approve
146    Approve    Approve    Approve    Approve    Approve    Approve
147    Approve    Approve    Approve Disapprove    Approve    Approve
148    Approve Disapprove    Approve Disapprove Disapprove Disapprove
149    Approve Disapprove Disapprove Disapprove    Approve    Approve
150 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
151 Disapprove Disapprove Disapprove    Approve    Approve    Approve
152    Approve    Approve    Approve    Approve    Approve    Approve
153    Approve    Approve    Approve    Approve    Approve    Approve
154 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
155    Approve Disapprove    Approve    Approve    Approve Disapprove
156    Approve Disapprove    Approve Disapprove Disapprove    Approve
157    Approve    Skipped    Approve    Approve    Skipped    Skipped
158    Approve    Approve    Approve    Approve Disapprove    Approve
159    Approve    Approve    Approve    Approve    Approve    Approve
160 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
161 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
162 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
163    Approve    Approve    Approve    Approve    Approve    Approve
164    Approve    Approve    Approve    Approve    Approve    Approve
165 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
166    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
167 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
168    Approve    Approve    Approve    Approve    Approve Disapprove
169    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
170 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
171    Approve Disapprove    Approve    Approve Disapprove    Approve
172    Approve    Approve    Approve    Approve    Approve    Approve
173 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
174    Approve    Approve    Approve    Approve    Approve Disapprove
175    Approve Disapprove    Approve    Approve    Approve    Approve
176 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
177    Approve    Approve    Approve    Approve    Approve Disapprove
178    Approve Disapprove    Approve    Approve Disapprove Disapprove
179    Approve    Approve    Approve Disapprove Disapprove    Approve
180 Disapprove    Approve    Approve    Approve    Approve Disapprove
181    Approve    Approve    Approve    Approve    Approve    Approve
182 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
183    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
184 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
185    Approve Disapprove    Approve Disapprove    Approve    Approve
186    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
187    Approve Disapprove    Approve Disapprove Disapprove Disapprove
188 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
189 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
190 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
191 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
192 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
193    Approve Disapprove    Approve Disapprove Disapprove    Approve
194 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
195    Approve Disapprove Disapprove    Approve    Approve    Approve
196    Approve    Approve    Approve    Approve    Approve    Approve
197    Approve    Approve    Approve    Approve    Approve    Approve
198 Disapprove Disapprove Disapprove    Approve Disapprove    Approve
199    Approve    Approve    Approve    Approve    Approve    Approve
200    Approve Disapprove Disapprove Disapprove Disapprove    Approve
201 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
202    Approve Disapprove    Approve Disapprove Disapprove    Approve
203    Approve Disapprove    Approve    Approve Disapprove    Approve
204    Approve    Approve    Approve    Approve    Approve    Approve
205    Approve    Approve    Approve    Approve    Approve    Approve
206    Approve    Approve    Approve Disapprove    Approve    Approve
207 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
208    Approve    Approve    Approve    Approve    Approve Disapprove
209 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
210    Approve    Approve    Approve Disapprove Disapprove    Approve
211    Approve Disapprove Disapprove Disapprove Disapprove    Approve
212 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
213    Approve    Approve    Approve    Approve    Approve    Approve
214 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
215    Approve    Approve    Approve    Approve    Approve    Approve
216 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
217    Approve Disapprove    Approve Disapprove    Approve    Approve
218    Approve    Approve    Approve Disapprove    Skipped    Approve
219 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
220    Approve    Approve    Approve Disapprove    Skipped Disapprove
221 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
222    Approve    Approve    Approve    Approve    Approve    Approve
223    Approve    Approve    Approve Disapprove    Approve    Approve
224    Approve    Approve    Approve Disapprove    Approve Disapprove
225 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
226    Approve    Approve    Approve    Approve Disapprove Disapprove
227    Approve    Approve    Approve    Approve    Approve    Approve
228    Approve    Approve    Approve    Approve    Approve    Approve
229 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
230    Approve    Approve Disapprove    Approve    Approve    Approve
231    Approve    Approve    Approve    Approve    Approve    Approve
232    Approve    Approve    Approve    Approve    Approve Disapprove
233    Approve    Approve    Approve Disapprove Disapprove    Approve
234 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
235    Approve    Approve    Approve    Approve    Approve    Approve
236    Approve Disapprove    Approve    Approve Disapprove    Approve
237 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
238    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
239 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
240    Approve    Approve    Approve    Approve    Approve    Approve
241 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
242    Approve    Approve    Approve    Approve    Approve    Approve
243    Approve Disapprove    Approve    Approve    Approve    Approve
244    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
245    Approve Disapprove    Approve    Approve    Approve    Approve
246    Approve Disapprove Disapprove Disapprove Disapprove    Approve
247    Approve    Approve    Approve Disapprove    Approve    Approve
248    Approve Disapprove    Approve    Approve    Approve    Approve
249 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
250 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
251    Approve    Approve    Approve    Approve    Approve    Approve
252 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
253    Approve Disapprove Disapprove    Approve Disapprove    Approve
254 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
255 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
256 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
257    Approve Disapprove Disapprove Disapprove Disapprove    Approve
258    Approve    Approve Disapprove    Approve Disapprove    Approve
259    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
260 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
261 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
262 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
263 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
264    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
265    Approve Disapprove Disapprove    Approve    Approve Disapprove
266    Approve    Approve    Approve Disapprove    Approve Disapprove
267 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
268 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
269    Approve Disapprove    Approve    Approve Disapprove    Approve
270    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
271 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
272    Approve    Approve    Approve Disapprove    Approve    Approve
273    Approve    Approve    Approve    Approve    Approve    Approve
274    Approve    Approve    Approve    Approve    Approve Disapprove
275 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
276    Approve    Approve    Approve    Approve    Approve Disapprove
277    Approve    Approve    Approve    Approve    Approve    Approve
278    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
279 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
280    Approve    Approve    Approve    Approve    Approve    Approve
281    Approve Disapprove    Approve Disapprove Disapprove    Approve
282    Approve    Approve    Approve Disapprove    Approve    Approve
283    Approve Disapprove    Approve Disapprove Disapprove    Approve
284    Approve    Approve    Approve    Skipped    Skipped    Skipped
285    Approve    Approve    Approve Disapprove    Approve    Approve
286    Approve Disapprove    Approve Disapprove Disapprove    Approve
287    Approve    Approve    Approve    Approve    Approve    Approve
288 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
289    Approve Disapprove    Approve    Approve    Approve    Approve
290 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
291 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
292 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
293    Approve    Approve    Approve    Approve    Approve    Approve
294    Approve    Approve Disapprove    Approve Disapprove    Approve
295 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
296 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
297    Approve    Approve    Approve    Approve    Approve    Approve
298 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
299    Approve Disapprove Disapprove Disapprove Disapprove    Approve
300    Approve    Approve    Approve    Approve    Approve    Approve
301    Approve    Approve    Approve    Approve    Approve    Approve
302    Approve    Approve    Approve    Approve    Approve Disapprove
303    Approve    Approve    Approve    Approve    Approve Disapprove
304 Disapprove    Approve Disapprove    Approve    Approve    Approve
305 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
306 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
307    Approve    Approve    Approve    Approve    Approve    Approve
308 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
309 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
310 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
311 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
312 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
313    Approve    Approve    Approve Disapprove    Approve Disapprove
314    Approve    Approve    Approve    Approve    Approve    Approve
315 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
316    Approve    Approve    Approve    Approve    Approve    Approve
317    Approve Disapprove Disapprove Disapprove Disapprove    Approve
318    Approve    Approve    Approve    Approve    Approve Disapprove
319 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
320    Approve    Approve    Approve    Approve    Approve    Approve
321 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
322 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
323 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
324    Approve    Approve    Approve    Approve    Approve    Approve
325    Approve    Approve    Approve    Approve    Approve    Approve
326    Approve    Approve    Approve Disapprove Disapprove    Approve
327 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
328 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
329    Approve    Approve    Approve    Approve    Approve    Approve
330    Approve Disapprove Disapprove Disapprove Disapprove    Approve
331    Approve Disapprove    Approve Disapprove    Approve    Approve
332    Approve Disapprove Disapprove    Skipped    Approve    Approve
333    Approve Disapprove    Approve    Approve Disapprove    Approve
334    Approve    Approve    Approve    Approve    Approve    Approve
335 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
336    Approve Disapprove    Approve Disapprove    Approve    Approve
337    Approve Disapprove    Approve Disapprove    Approve Disapprove
338    Approve Disapprove    Approve Disapprove Disapprove    Approve
339 Disapprove Disapprove    Approve Disapprove Disapprove Disapprove
340    Approve    Approve    Approve    Approve    Approve    Approve
341    Approve Disapprove    Approve Disapprove    Approve    Approve
342    Approve Disapprove Disapprove    Approve Disapprove    Approve
343 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
344 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
345    Approve Disapprove    Approve Disapprove Disapprove Disapprove
346    Approve    Approve    Approve    Approve    Approve    Approve
347 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
348    Approve    Approve    Approve Disapprove Disapprove Disapprove
349    Approve Disapprove    Approve Disapprove Disapprove    Approve
350    Approve    Approve    Approve    Approve    Approve    Approve
351    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
352 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
353    Approve Disapprove    Approve    Approve    Approve    Approve
354    Approve    Skipped    Approve    Approve    Skipped    Skipped
355    Approve    Approve    Approve    Skipped    Approve Disapprove
356 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
357    Approve Disapprove    Approve Disapprove Disapprove Disapprove
358    Approve    Approve    Approve Disapprove Disapprove    Approve
359 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
360    Approve    Skipped    Approve    Skipped    Skipped    Skipped
361    Approve Disapprove Disapprove Disapprove Disapprove    Approve
362    Approve    Approve    Approve    Approve    Approve Disapprove
363 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
364 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
365 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
366    Approve Disapprove    Approve Disapprove Disapprove Disapprove
367    Approve    Approve    Approve    Approve    Approve    Approve
368 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
369 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
370    Approve    Approve    Approve    Approve Disapprove Disapprove
371 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
372 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
373    Approve    Approve    Approve    Approve    Approve    Approve
374 Disapprove    Approve Disapprove Disapprove Disapprove    Approve
375    Approve    Approve    Approve    Approve    Approve    Approve
376    Approve    Approve    Approve    Approve    Approve Disapprove
377    Approve Disapprove    Approve Disapprove Disapprove    Approve
378 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
379    Approve Disapprove    Approve Disapprove Disapprove Disapprove
380 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
381    Approve    Approve    Approve    Approve    Approve    Approve
382    Approve Disapprove Disapprove Disapprove    Approve Disapprove
383 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
384 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
385    Approve    Skipped    Skipped    Skipped    Skipped    Skipped
386 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
387    Approve Disapprove Disapprove Disapprove Disapprove    Approve
388 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
389 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
390    Approve Disapprove Disapprove Disapprove Disapprove    Approve
391    Approve Disapprove    Approve Disapprove Disapprove    Approve
392 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
393    Approve    Approve    Approve    Approve    Approve    Approve
394    Approve Disapprove    Approve Disapprove Disapprove Disapprove
395 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
396    Approve    Approve    Approve    Approve    Approve Disapprove
397 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
398    Approve Disapprove    Approve Disapprove Disapprove    Approve
399    Approve    Approve    Approve    Approve    Approve    Approve
400    Approve    Approve    Approve    Approve    Approve    Skipped
401    Approve    Approve    Approve    Approve    Approve    Approve
402    Approve    Approve    Approve    Approve    Approve    Approve
403    Approve Disapprove    Approve    Approve    Approve    Approve
404    Approve    Approve    Approve    Approve    Approve    Approve
405    Approve    Approve    Approve    Approve    Approve    Approve
406    Approve Disapprove    Approve    Approve    Approve    Approve
407    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
408    Approve    Approve    Approve    Approve    Approve    Approve
409    Approve Disapprove    Approve    Approve    Approve    Approve
410 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
411 Disapprove Disapprove Disapprove Disapprove    Skipped    Skipped
412    Approve    Approve    Approve    Approve    Approve    Approve
413    Approve Disapprove    Approve    Skipped    Approve Disapprove
414    Approve    Approve    Approve Disapprove    Approve    Approve
415    Approve Disapprove    Approve    Approve    Approve    Approve
416 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
417    Approve Disapprove    Approve Disapprove Disapprove Disapprove
418    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
419 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
420 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
421    Approve    Approve    Approve    Approve    Approve    Approve
422    Approve    Approve    Approve    Approve    Approve    Approve
423    Approve    Approve    Approve    Approve    Approve    Approve
424    Approve    Approve    Approve    Approve    Approve    Approve
425 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
426    Approve Disapprove    Approve    Approve Disapprove    Approve
427    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
428    Approve Disapprove    Approve    Approve    Approve    Approve
429    Approve    Approve    Approve    Approve    Approve    Approve
430    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
431    Approve    Approve    Approve    Approve    Approve    Approve
432    Approve    Approve    Approve    Approve    Approve    Approve
433    Approve    Approve    Approve    Approve    Approve    Approve
434    Approve    Approve    Approve    Approve    Approve    Approve
435    Approve    Skipped    Approve    Skipped    Approve    Skipped
436    Approve    Approve    Approve    Approve    Approve    Approve
437    Approve Disapprove    Approve Disapprove Disapprove Disapprove
438    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
439    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
440 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
441 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
442    Approve Disapprove    Approve Disapprove Disapprove    Approve
443 Disapprove Disapprove Disapprove    Approve Disapprove Disapprove
444 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
445    Approve Disapprove Disapprove Disapprove    Approve Disapprove
446 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
447 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
448    Approve Disapprove    Approve Disapprove Disapprove    Approve
449    Approve Disapprove Disapprove Disapprove Disapprove    Approve
450 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
451    Approve Disapprove    Approve    Approve    Approve    Approve
452    Approve    Approve    Approve    Approve    Approve    Approve
453 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
454    Approve Disapprove    Approve    Approve    Approve    Approve
455    Approve    Approve    Approve    Approve Disapprove    Approve
456    Approve    Approve    Approve Disapprove    Approve    Approve
457    Approve    Approve    Approve    Approve    Approve    Approve
458    Approve    Approve    Approve Disapprove    Approve Disapprove
459    Approve    Approve    Approve    Approve    Approve    Approve
460    Approve Disapprove Disapprove Disapprove Disapprove    Approve
461    Approve    Approve    Approve    Approve    Approve    Approve
462 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
463 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
464 Disapprove Disapprove    Approve Disapprove Disapprove    Approve
465    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
466 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
467 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
468    Approve Disapprove    Approve Disapprove    Approve Disapprove
469    Approve Disapprove Disapprove Disapprove Disapprove    Approve
470    Approve    Approve    Approve    Approve    Approve    Approve
471    Approve    Approve    Approve    Approve    Approve    Approve
472    Approve    Approve    Approve    Approve    Approve    Approve
473 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
474 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
475    Approve Disapprove Disapprove    Approve    Approve    Approve
476    Approve    Approve    Approve Disapprove Disapprove    Approve
477    Approve    Approve    Approve Disapprove    Approve    Approve
478    Approve Disapprove    Approve Disapprove Disapprove    Approve
479    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
480 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
481 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
482    Approve Disapprove    Approve Disapprove    Approve    Approve
483    Approve    Approve    Approve    Approve    Approve    Approve
484    Approve Disapprove    Approve Disapprove    Approve    Approve
485    Approve Disapprove    Approve    Approve    Approve    Approve
486 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
487    Approve Disapprove    Approve Disapprove Disapprove Disapprove
488    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
489    Approve    Approve    Approve Disapprove Disapprove Disapprove
490    Approve    Approve    Approve    Approve    Approve    Approve
491    Approve    Approve    Approve Disapprove Disapprove    Approve
492    Approve    Approve    Approve    Approve    Approve    Approve
493    Approve    Approve    Approve    Approve    Approve    Approve
494 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
495 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
496    Approve    Skipped    Skipped    Skipped Disapprove    Skipped
497    Approve    Approve    Approve    Approve    Approve    Approve
498 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
499    Approve    Approve    Approve    Approve    Approve    Approve
500    Approve    Approve Disapprove Disapprove    Approve    Approve
501 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
502    Approve    Approve    Approve    Approve    Approve    Approve
503    Approve    Approve Disapprove Disapprove    Approve Disapprove
504    Approve    Approve    Approve Disapprove    Approve Disapprove
505    Approve    Approve    Approve    Approve    Approve    Approve
506    Approve    Approve    Approve    Approve    Approve    Approve
507    Approve    Approve    Approve    Approve    Skipped    Approve
508 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
509 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
510    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
511    Approve    Approve    Approve    Approve    Approve    Approve
512 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
513    Approve    Approve    Approve Disapprove Disapprove    Approve
514 Disapprove Disapprove Disapprove Disapprove Disapprove    Skipped
515    Approve    Approve    Approve    Approve    Approve    Approve
516 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
517 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
518    Approve Disapprove    Approve Disapprove Disapprove    Approve
519 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
520    Approve    Approve    Approve    Approve    Approve    Approve
521 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
522 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
523    Approve Disapprove Disapprove Disapprove    Approve Disapprove
524    Approve Disapprove    Approve Disapprove Disapprove    Approve
525 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
526    Approve Disapprove    Approve Disapprove Disapprove    Approve
527    Approve Disapprove Disapprove    Approve Disapprove Disapprove
                      Q2      Q3          Q4          Q5           QPID ABCAGE
1       Not so concerned     Yes        Good  Optimistic     A Democrat    65+
2     Somewhat concerned     Yes        Good  Optimistic An Independent    65+
3         Very concerned     Yes        Poor Pessimistic Something else    65+
4     Somewhat concerned     Yes   Excellent Pessimistic An Independent    65+
5     Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
6       Not so concerned     Yes   Excellent  Optimistic     A Democrat    65+
7     Somewhat concerned     Yes Not so good Pessimistic     A Democrat  18-29
8         Very concerned     Yes        Good Pessimistic     A Democrat    65+
9     Somewhat concerned     Yes   Excellent  Optimistic An Independent    65+
10        Very concerned     Yes        Good Pessimistic An Independent  30-49
11    Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
12      Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
13        Very concerned      No        Good Pessimistic     A Democrat    65+
14  Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
15      Not so concerned     Yes        Poor Pessimistic An Independent    65+
16        Very concerned      No        Poor Pessimistic   A Republican  50-64
17    Somewhat concerned      No        Poor Pessimistic An Independent  50-64
18    Somewhat concerned      No        Poor Pessimistic An Independent  30-49
19    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
20      Not so concerned      No        Good  Optimistic     A Democrat    65+
21    Somewhat concerned     Yes        Good Pessimistic An Independent  50-64
22      Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
23        Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
24      Not so concerned     Yes        Poor Pessimistic   A Republican    65+
25    Somewhat concerned     Yes        Good  Optimistic An Independent    65+
26    Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
27    Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
28    Somewhat concerned      No        Good Pessimistic An Independent    65+
29      Not so concerned     Yes        Poor Pessimistic   A Republican    65+
30      Not so concerned      No        Poor Pessimistic   A Republican    65+
31    Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
32      Not so concerned      No        Poor Pessimistic Something else    65+
33    Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
34      Not so concerned     Yes        Good  Optimistic An Independent  30-49
35      Not so concerned     Yes   Excellent  Optimistic     A Democrat  30-49
36    Somewhat concerned     Yes Not so good  Optimistic An Independent  50-64
37    Somewhat concerned     Yes        Good  Optimistic   A Republican  50-64
38      Not so concerned     Yes Not so good Pessimistic An Independent  30-49
39    Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
40      Not so concerned     Yes        Good  Optimistic An Independent    65+
41        Very concerned     Yes        Good  Optimistic     A Democrat  30-49
42        Very concerned     Yes        Good  Optimistic An Independent  50-64
43        Very concerned     Yes        Good  Optimistic     A Democrat  50-64
44    Somewhat concerned      No        Poor Pessimistic An Independent    65+
45      Not so concerned      No        Good Pessimistic An Independent  50-64
46    Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
47    Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
48      Not so concerned     Yes        Good  Optimistic     A Democrat    65+
49      Not so concerned     Yes        Good Pessimistic An Independent    65+
50      Not so concerned     Yes        Good Pessimistic An Independent    65+
51      Not so concerned     Yes   Excellent  Optimistic An Independent    65+
52    Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
53      Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
54    Somewhat concerned     Yes        Good Pessimistic An Independent    65+
55    Somewhat concerned     Yes     Skipped     Skipped        Skipped    65+
56      Not so concerned     Yes Not so good Pessimistic An Independent  18-29
57        Very concerned     Yes        Good  Optimistic     A Democrat  50-64
58        Very concerned     Yes        Good Pessimistic   A Republican  50-64
59    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
60        Very concerned     Yes   Excellent  Optimistic An Independent  50-64
61    Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
62        Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
63    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
64      Not so concerned      No        Poor Pessimistic   A Republican    65+
65    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
66    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
67  Not concerned at all     Yes   Excellent  Optimistic     A Democrat  50-64
68    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
69    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
70      Not so concerned     Yes        Poor Pessimistic An Independent    65+
71    Somewhat concerned     Yes        Good Pessimistic   A Republican    65+
72    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
73    Somewhat concerned      No        Poor Pessimistic   A Republican  50-64
74    Somewhat concerned     Yes Not so good Pessimistic     A Democrat    65+
75      Not so concerned     Yes        Poor Pessimistic An Independent  50-64
76    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
77        Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
78      Not so concerned Skipped        Poor Pessimistic   A Republican    65+
79  Not concerned at all      No        Poor Pessimistic An Independent  50-64
80    Somewhat concerned      No Not so good Pessimistic An Independent  18-29
81      Not so concerned      No        Poor Pessimistic   A Republican  50-64
82      Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
83    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
84        Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
85  Not concerned at all      No        Poor Pessimistic     A Democrat  50-64
86        Very concerned     Yes        Poor Pessimistic   A Republican    65+
87      Not so concerned     Yes        Poor Pessimistic An Independent  50-64
88        Very concerned     Yes        Good  Optimistic   A Republican    65+
89    Somewhat concerned      No Not so good Pessimistic An Independent  30-49
90    Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
91      Not so concerned     Yes        Good  Optimistic   A Republican  50-64
92    Somewhat concerned      No        Poor Pessimistic An Independent    65+
93    Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
94    Somewhat concerned     Yes        Good  Optimistic An Independent    65+
95      Not so concerned     Yes        Good Pessimistic An Independent    65+
96  Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
97  Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
98      Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
99    Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
100   Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
101     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
102 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
103     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
104   Somewhat concerned     Yes        Good Pessimistic An Independent    65+
105     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
106       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
107 Not concerned at all      No        Poor Pessimistic An Independent    65+
108       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
109       Very concerned     Yes Not so good Pessimistic   A Republican  50-64
110     Not so concerned     Yes Not so good Pessimistic An Independent  50-64
111   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
112   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
113   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
114     Not so concerned     Yes        Good  Optimistic Something else  50-64
115     Not so concerned      No        Poor Pessimistic An Independent    65+
116 Not concerned at all     Yes Not so good Pessimistic   A Republican    65+
117   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
118   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
119       Very concerned     Yes   Excellent  Optimistic     A Democrat  30-49
120 Not concerned at all     Yes        Good  Optimistic An Independent  30-49
121   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
122   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
123   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
124     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
125     Not so concerned      No        Poor Pessimistic   A Republican  30-49
126   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
127     Not so concerned      No        Good Pessimistic   A Republican  30-49
128   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
129   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
130   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
131       Very concerned     Yes        Good  Optimistic     A Democrat    65+
132       Very concerned     Yes        Good  Optimistic An Independent  50-64
133   Somewhat concerned     Yes   Excellent Pessimistic     A Democrat  50-64
134   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
135   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
136   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
137       Very concerned     Yes        Good Pessimistic An Independent  18-29
138       Very concerned     Yes        Good Pessimistic An Independent  50-64
139 Not concerned at all      No Not so good Pessimistic An Independent  30-49
140     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
141     Not so concerned     Yes        Good  Optimistic An Independent  30-49
142     Not so concerned      No        Poor Pessimistic   A Republican  30-49
143   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
144       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
145     Not so concerned     Yes   Excellent Pessimistic An Independent  30-49
146       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
147   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
148     Not so concerned     Yes        Good  Optimistic An Independent    65+
149     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
150 Not concerned at all     Yes        Poor Pessimistic An Independent  18-29
151   Somewhat concerned     Yes Not so good  Optimistic   A Republican  30-49
152       Very concerned     Yes        Good  Optimistic     A Democrat    65+
153   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
154 Not concerned at all      No        Poor Pessimistic Something else  30-49
155   Somewhat concerned     Yes        Good Pessimistic   A Republican  50-64
156     Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
157     Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
158   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
159   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
160 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
161 Not concerned at all     Yes        Poor Pessimistic An Independent  30-49
162   Somewhat concerned     Yes Not so good Pessimistic An Independent  50-64
163     Not so concerned     Yes        Good  Optimistic     A Democrat  18-29
164       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
165     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
166     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
167 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
168   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
169     Not so concerned     Yes     Skipped  Optimistic   A Republican  50-64
170   Somewhat concerned     Yes        Poor Pessimistic An Independent  30-49
171       Very concerned     Yes Not so good  Optimistic   A Republican  30-49
172   Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
173   Somewhat concerned     Yes        Good Pessimistic   A Republican  50-64
174   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
175   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
176     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
177     Not so concerned     Yes        Good Pessimistic An Independent  50-64
178       Very concerned     Yes        Good Pessimistic An Independent  30-49
179   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
180 Not concerned at all     Yes Not so good Pessimistic   A Republican  30-49
181   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
182 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
183   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  50-64
184 Not concerned at all      No        Poor  Optimistic   A Republican  30-49
185   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
186   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
187 Not concerned at all      No        Good Pessimistic An Independent  50-64
188     Not so concerned      No        Poor Pessimistic   A Republican    65+
189       Very concerned     Yes        Poor Pessimistic An Independent    65+
190     Not so concerned     Yes Not so good Pessimistic An Independent  50-64
191 Not concerned at all      No        Poor Pessimistic An Independent  50-64
192     Not so concerned      No Not so good Pessimistic Something else  50-64
193   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
194 Not concerned at all     Yes        Poor Pessimistic An Independent    65+
195   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
196       Very concerned     Yes        Good  Optimistic   A Republican  50-64
197     Not so concerned     Yes   Excellent  Optimistic An Independent  50-64
198     Not so concerned     Yes        Poor  Optimistic Something else    65+
199       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
200   Somewhat concerned      No        Good Pessimistic   A Republican  30-49
201   Somewhat concerned      No        Poor Pessimistic An Independent    65+
202     Not so concerned     Yes        Good  Optimistic An Independent  50-64
203   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
204   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
205       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
206   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
207     Not so concerned      No Not so good Pessimistic Something else  30-49
208   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
209   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
210   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
211     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
212   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
213       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
214 Not concerned at all Skipped        Poor Pessimistic        Skipped  30-49
215       Very concerned     Yes   Excellent  Optimistic An Independent    65+
216   Somewhat concerned      No        Poor Pessimistic     A Democrat  18-29
217   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
218   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
219 Not concerned at all     Yes        Poor Pessimistic   A Republican  30-49
220   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
221   Somewhat concerned      No Not so good Pessimistic An Independent  30-49
222   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
223   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
224     Not so concerned      No        Good  Optimistic Something else  18-29
225     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
226   Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
227 Not concerned at all     Yes        Good  Optimistic   A Republican  30-49
228     Not so concerned     Yes   Excellent  Optimistic     A Democrat  18-29
229   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
230   Somewhat concerned     Yes Not so good  Optimistic An Independent    65+
231   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
232   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
233     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
234 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
235   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
236       Very concerned      No        Good  Optimistic     A Democrat  18-29
237       Very concerned     Yes Not so good Pessimistic     A Democrat    65+
238     Not so concerned     Yes Not so good Pessimistic An Independent    65+
239 Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
240   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
241 Not concerned at all      No        Poor Pessimistic An Independent  30-49
242   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
243   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
244 Not concerned at all      No Not so good Pessimistic   A Republican  18-29
245   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
246       Very concerned     Yes        Good Pessimistic   A Republican    65+
247       Very concerned      No   Excellent  Optimistic     A Democrat  50-64
248   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
249   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
250     Not so concerned     Yes        Poor  Optimistic   A Republican    65+
251       Very concerned     Yes        Good Pessimistic     A Democrat    65+
252     Not so concerned      No        Poor Pessimistic   A Republican  50-64
253   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
254     Not so concerned     Yes Not so good Pessimistic   A Republican  30-49
255 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
256   Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
257     Not so concerned     Yes Not so good Pessimistic   A Republican    65+
258   Somewhat concerned     Yes Not so good Pessimistic Something else    65+
259 Not concerned at all     Yes Not so good  Optimistic   A Republican    65+
260     Not so concerned      No        Poor Pessimistic   A Republican  50-64
261 Not concerned at all      No Not so good Pessimistic   A Republican  30-49
262     Not so concerned      No        Poor Pessimistic   A Republican  30-49
263     Not so concerned     Yes Not so good Pessimistic   A Republican  30-49
264       Very concerned      No     Skipped Pessimistic Something else  50-64
265   Somewhat concerned      No Not so good  Optimistic   A Republican  30-49
266 Not concerned at all     Yes Not so good Pessimistic An Independent  30-49
267   Somewhat concerned     Yes        Poor Pessimistic Something else    65+
268 Not concerned at all     Yes        Good Pessimistic   A Republican  30-49
269 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
270       Very concerned     Yes Not so good  Optimistic   A Republican  50-64
271     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
272     Not so concerned     Yes        Good  Optimistic An Independent  18-29
273     Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
274       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
275     Not so concerned      No        Poor Pessimistic   A Republican  50-64
276   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
277     Not so concerned     Yes        Good  Optimistic An Independent  50-64
278   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
279 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
280       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
281   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
282     Not so concerned     Yes        Good  Optimistic An Independent  30-49
283   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
284       Very concerned     Yes        Good Pessimistic An Independent  30-49
285   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  30-49
286   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
287       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
288   Somewhat concerned     Yes Not so good Pessimistic An Independent  18-29
289   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
290     Not so concerned     Yes        Poor Pessimistic   A Republican  18-29
291 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
292   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
293       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
294   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
295     Not so concerned      No        Poor Pessimistic   A Republican  50-64
296     Not so concerned     Yes Not so good Pessimistic An Independent  18-29
297   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
298     Not so concerned Skipped Not so good Pessimistic An Independent  18-29
299     Not so concerned     Yes        Poor Pessimistic     A Democrat  30-49
300   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
301   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
302       Very concerned     Yes   Excellent  Optimistic An Independent    65+
303   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
304     Not so concerned      No Not so good Pessimistic     A Democrat  30-49
305   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
306   Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
307       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
308 Not concerned at all      No Not so good Pessimistic   A Republican    65+
309   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
310     Not so concerned      No        Poor Pessimistic An Independent  50-64
311 Not concerned at all     Yes Not so good  Optimistic   A Republican  18-29
312   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
313   Somewhat concerned     Yes   Excellent  Optimistic An Independent  50-64
314   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
315       Very concerned     Yes        Poor  Optimistic An Independent  30-49
316       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
317 Not concerned at all      No        Poor Pessimistic An Independent  30-49
318     Not so concerned      No        Good Pessimistic An Independent  30-49
319     Not so concerned     Yes        Poor Pessimistic   A Republican  30-49
320       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
321 Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
322     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
323     Not so concerned      No        Poor Pessimistic An Independent    65+
324     Not so concerned     Yes        Good  Optimistic An Independent    65+
325       Very concerned     Yes        Good  Optimistic An Independent  18-29
326       Very concerned     Yes   Excellent  Optimistic Something else    65+
327     Not so concerned      No Not so good Pessimistic     A Democrat  30-49
328     Not so concerned     Yes        Good Pessimistic   A Republican  30-49
329   Somewhat concerned     Yes        Good Pessimistic     A Democrat  18-29
330   Somewhat concerned     Yes Not so good Pessimistic     A Democrat    65+
331   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
332     Not so concerned     Yes        Good  Optimistic An Independent  50-64
333   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
334   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
335       Very concerned     Yes Not so good Pessimistic   A Republican  50-64
336   Somewhat concerned     Yes        Good Pessimistic     A Democrat  18-29
337   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
338       Very concerned     Yes        Good Pessimistic     A Democrat  50-64
339   Somewhat concerned     Yes Not so good  Optimistic   A Republican  50-64
340       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
341       Very concerned     Yes        Good  Optimistic An Independent  50-64
342   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
343     Not so concerned      No        Poor Pessimistic An Independent  30-49
344       Very concerned     Yes        Good Pessimistic An Independent  30-49
345   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
346       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
347   Somewhat concerned      No        Poor Pessimistic   A Republican  18-29
348       Very concerned      No Not so good Pessimistic An Independent  30-49
349     Not so concerned     Yes        Good  Optimistic   A Republican  18-29
350   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
351     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
352 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
353     Not so concerned     Yes Not so good  Optimistic   A Republican  50-64
354     Not so concerned     Yes   Excellent  Optimistic     A Democrat  30-49
355     Not so concerned     Yes        Good  Optimistic   A Republican  50-64
356   Somewhat concerned Skipped        Poor Pessimistic   A Republican    65+
357   Somewhat concerned     Yes Not so good  Optimistic     A Democrat  18-29
358     Not so concerned     Yes        Good  Optimistic     A Democrat  18-29
359     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
360   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
361       Very concerned     Yes Not so good Pessimistic An Independent  18-29
362   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
363     Not so concerned     Yes        Poor Pessimistic An Independent    65+
364     Not so concerned      No        Poor Pessimistic Something else  50-64
365 Not concerned at all     Yes        Poor Pessimistic An Independent    65+
366     Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
367       Very concerned     Yes        Good  Optimistic An Independent  30-49
368     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
369   Somewhat concerned     Yes        Poor Pessimistic An Independent  30-49
370       Very concerned     Yes        Good  Optimistic An Independent  30-49
371     Not so concerned      No        Poor Pessimistic   A Republican  30-49
372       Very concerned     Yes        Poor Pessimistic   A Republican  18-29
373   Somewhat concerned     Yes        Good Pessimistic An Independent  18-29
374       Very concerned      No        Poor Pessimistic Something else  18-29
375   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
376       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
377   Somewhat concerned      No        Good  Optimistic An Independent  18-29
378     Not so concerned     Yes Not so good  Optimistic An Independent  18-29
379     Not so concerned     Yes        Poor Pessimistic   A Republican  18-29
380     Not so concerned      No        Poor Pessimistic   A Republican  50-64
381   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
382     Not so concerned     Yes Not so good Pessimistic   A Republican  18-29
383   Somewhat concerned Skipped        Poor Pessimistic   A Republican    65+
384 Not concerned at all      No        Poor  Optimistic Something else  18-29
385   Somewhat concerned      No Not so good Pessimistic     A Democrat  30-49
386     Not so concerned      No        Poor Pessimistic An Independent    65+
387       Very concerned     Yes Not so good  Optimistic An Independent  30-49
388 Not concerned at all     Yes        Poor Pessimistic An Independent  50-64
389 Not concerned at all      No Not so good Pessimistic Something else  18-29
390       Very concerned     Yes        Poor Pessimistic     A Democrat  30-49
391       Very concerned      No   Excellent  Optimistic        Skipped  18-29
392   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
393   Somewhat concerned     Yes        Good  Optimistic Something else  50-64
394   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
395   Somewhat concerned     Yes Not so good  Optimistic     A Democrat  18-29
396   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
397     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
398     Not so concerned      No Not so good  Optimistic   A Republican  30-49
399     Not so concerned     Yes   Excellent  Optimistic     A Democrat  18-29
400   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
401   Somewhat concerned     Yes        Good  Optimistic An Independent  18-29
402 Not concerned at all     Yes        Good  Optimistic An Independent  18-29
403   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
404       Very concerned     Yes        Good  Optimistic     A Democrat    65+
405       Very concerned     Yes        Good  Optimistic     A Democrat    65+
406   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
407   Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
408   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
409   Somewhat concerned      No        Good  Optimistic Something else  18-29
410     Not so concerned      No Not so good Pessimistic   A Republican  30-49
411 Not concerned at all      No Not so good Pessimistic   A Republican  30-49
412   Somewhat concerned     Yes        Good Pessimistic Something else  30-49
413       Very concerned     Yes        Good  Optimistic     A Democrat    65+
414       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
415     Not so concerned     Yes        Good Pessimistic     A Democrat  50-64
416     Not so concerned      No        Poor Pessimistic An Independent  50-64
417       Very concerned     Yes Not so good  Optimistic Something else  30-49
418     Not so concerned     Yes        Poor Pessimistic An Independent  30-49
419     Not so concerned     Yes Not so good Pessimistic Something else  30-49
420     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
421       Very concerned     Yes        Good  Optimistic An Independent  30-49
422       Very concerned     Yes        Good Pessimistic     A Democrat  50-64
423 Not concerned at all     Yes   Excellent  Optimistic     A Democrat  30-49
424     Not so concerned     Yes        Good  Optimistic An Independent  50-64
425 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
426 Not concerned at all     Yes        Good Pessimistic   A Republican  30-49
427     Not so concerned     Yes Not so good Pessimistic An Independent    65+
428       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
429   Somewhat concerned      No        Good  Optimistic An Independent  30-49
430   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
431   Somewhat concerned     Yes        Good Pessimistic An Independent  18-29
432   Somewhat concerned     Yes   Excellent Pessimistic     A Democrat  30-49
433   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
434 Not concerned at all     Yes        Good  Optimistic     A Democrat  50-64
435   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
436       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
437     Not so concerned      No Not so good Pessimistic     A Democrat  18-29
438     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
439     Not so concerned     Yes     Skipped Pessimistic   A Republican  50-64
440   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
441   Somewhat concerned      No        Poor Pessimistic   A Republican  50-64
442   Somewhat concerned     Yes        Good Pessimistic An Independent    65+
443   Somewhat concerned      No Not so good Pessimistic An Independent  18-29
444     Not so concerned      No        Poor Pessimistic   A Republican  30-49
445   Somewhat concerned     Yes        Good  Optimistic Something else  50-64
446 Not concerned at all      No        Poor Pessimistic   A Republican  50-64
447       Very concerned     Yes        Poor Pessimistic   A Republican    65+
448   Somewhat concerned     Yes        Good Pessimistic     A Democrat    65+
449   Somewhat concerned     Yes Not so good  Optimistic An Independent  30-49
450   Somewhat concerned     Yes        Poor Pessimistic   A Republican  30-49
451   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
452   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
453     Not so concerned     Yes        Poor Pessimistic Something else  30-49
454   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
455   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
456       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
457   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
458       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
459   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
460   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  18-29
461     Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
462     Not so concerned      No Not so good Pessimistic   A Republican  30-49
463     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
464     Not so concerned     Yes        Poor Pessimistic An Independent    65+
465     Not so concerned     Yes Not so good Pessimistic An Independent    65+
466 Not concerned at all      No        Poor Pessimistic   A Republican  18-29
467     Not so concerned      No        Poor Pessimistic   A Republican  30-49
468       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
469   Somewhat concerned     Yes        Good Pessimistic     A Democrat    65+
470     Not so concerned     Yes        Good  Optimistic     A Democrat    65+
471   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
472       Very concerned     Yes        Good  Optimistic An Independent    65+
473 Not concerned at all      No        Poor Pessimistic An Independent  50-64
474     Not so concerned      No Not so good Pessimistic   A Republican  50-64
475       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
476   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
477   Somewhat concerned      No        Good  Optimistic     A Democrat  18-29
478   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
479 Not concerned at all     Yes        Good Pessimistic   A Republican  50-64
480   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
481 Not concerned at all     Yes        Poor Pessimistic   A Republican  30-49
482 Not concerned at all      No        Good  Optimistic     A Democrat  50-64
483   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
484 Not concerned at all     Yes        Good Pessimistic An Independent  30-49
485   Somewhat concerned      No   Excellent Pessimistic     A Democrat    65+
486       Very concerned      No        Poor Pessimistic An Independent  30-49
487   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
488       Very concerned     Yes Not so good     Skipped Something else    65+
489   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
490   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
491   Somewhat concerned     Yes     Skipped  Optimistic     A Democrat  30-49
492     Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
493   Somewhat concerned      No        Good Pessimistic     A Democrat  30-49
494   Somewhat concerned     Yes        Poor Pessimistic     A Democrat  30-49
495     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
496   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
497       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
498 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
499     Not so concerned     Yes        Good  Optimistic     A Democrat    65+
500 Not concerned at all     Yes Not so good  Optimistic   A Republican  30-49
501 Not concerned at all     Yes Not so good Pessimistic   A Republican  18-29
502     Not so concerned     Yes        Good  Optimistic Something else  30-49
503   Somewhat concerned      No Not so good Pessimistic An Independent  30-49
504   Somewhat concerned      No        Good Pessimistic An Independent  18-29
505   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
506   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
507       Very concerned     Yes   Excellent     Skipped     A Democrat    65+
508   Somewhat concerned      No        Good Pessimistic Something else  30-49
509     Not so concerned      No Not so good Pessimistic   A Republican  30-49
510     Not so concerned     Yes Not so good Pessimistic   A Republican    65+
511   Somewhat concerned     Yes   Excellent Pessimistic An Independent  50-64
512     Not so concerned      No     Skipped Pessimistic   A Republican  50-64
513   Somewhat concerned     Yes        Good Pessimistic Something else    65+
514     Not so concerned      No Not so good Pessimistic   A Republican  30-49
515     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
516 Not concerned at all     Yes        Poor Pessimistic An Independent  50-64
517       Very concerned      No Not so good Pessimistic   A Republican    65+
518   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
519   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
520   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
521 Not concerned at all     Yes        Good Pessimistic An Independent  18-29
522       Very concerned     Yes        Poor  Optimistic An Independent  30-49
523     Not so concerned     Yes        Poor Pessimistic An Independent  18-29
524   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
525 Not concerned at all     Yes Not so good  Optimistic   A Republican  50-64
526       Very concerned      No        Good Pessimistic Something else  18-29
527   Somewhat concerned     Yes Not so good Pessimistic An Independent  50-64
                                   Contact weights_pid
1   No, I am not willing to be interviewed      0.6382
2   No, I am not willing to be interviewed      0.5493
3   No, I am not willing to be interviewed      0.8488
4      Yes, I am willing to be interviewed      0.8126
5   No, I am not willing to be interviewed      0.4994
6   No, I am not willing to be interviewed      0.4043
7      Yes, I am willing to be interviewed      0.9159
8      Yes, I am willing to be interviewed      1.3350
9      Yes, I am willing to be interviewed      0.6686
10     Yes, I am willing to be interviewed      0.7541
11  No, I am not willing to be interviewed      0.9802
12     Yes, I am willing to be interviewed      0.4312
13  No, I am not willing to be interviewed      0.3791
14  No, I am not willing to be interviewed      0.7806
15  No, I am not willing to be interviewed      0.9526
16  No, I am not willing to be interviewed      0.6934
17  No, I am not willing to be interviewed      0.7116
18  No, I am not willing to be interviewed      1.1178
19  No, I am not willing to be interviewed      1.0967
20  No, I am not willing to be interviewed      0.5569
21     Yes, I am willing to be interviewed      0.7256
22  No, I am not willing to be interviewed      0.5788
23  No, I am not willing to be interviewed      0.4520
24  No, I am not willing to be interviewed      0.5786
25  No, I am not willing to be interviewed      0.8143
26  No, I am not willing to be interviewed      2.1221
27  No, I am not willing to be interviewed      0.9763
28  No, I am not willing to be interviewed      0.6996
29     Yes, I am willing to be interviewed      0.4123
30  No, I am not willing to be interviewed      0.6217
31  No, I am not willing to be interviewed      0.7486
32  No, I am not willing to be interviewed      0.9896
33  No, I am not willing to be interviewed      0.6934
34     Yes, I am willing to be interviewed      0.9793
35  No, I am not willing to be interviewed      0.5524
36  No, I am not willing to be interviewed      1.2767
37  No, I am not willing to be interviewed      0.6934
38  No, I am not willing to be interviewed      1.2446
39  No, I am not willing to be interviewed      0.8098
40     Yes, I am willing to be interviewed      0.6980
41  No, I am not willing to be interviewed      0.7557
42     Yes, I am willing to be interviewed      0.6346
43  No, I am not willing to be interviewed      1.5368
44  No, I am not willing to be interviewed      0.8383
45  No, I am not willing to be interviewed      0.8617
46  No, I am not willing to be interviewed      0.4555
47  No, I am not willing to be interviewed      0.4188
48  No, I am not willing to be interviewed      0.3495
49     Yes, I am willing to be interviewed      0.7631
50  No, I am not willing to be interviewed      0.9196
51     Yes, I am willing to be interviewed      0.5744
52  No, I am not willing to be interviewed      0.8202
53     Yes, I am willing to be interviewed      0.5948
54     Yes, I am willing to be interviewed      0.6133
55  No, I am not willing to be interviewed      1.0215
56  No, I am not willing to be interviewed      2.7723
57     Yes, I am willing to be interviewed      0.5507
58     Yes, I am willing to be interviewed      0.8891
59  No, I am not willing to be interviewed      1.0489
60     Yes, I am willing to be interviewed      0.7350
61  No, I am not willing to be interviewed      0.8451
62     Yes, I am willing to be interviewed      0.5577
63  No, I am not willing to be interviewed      0.8848
64     Yes, I am willing to be interviewed      0.7707
65  No, I am not willing to be interviewed      0.7786
66  No, I am not willing to be interviewed      0.8497
67  No, I am not willing to be interviewed      0.4005
68     Yes, I am willing to be interviewed      0.9865
69  No, I am not willing to be interviewed      0.9196
70     Yes, I am willing to be interviewed      0.9582
71  No, I am not willing to be interviewed      0.5720
72  No, I am not willing to be interviewed      0.8515
73  No, I am not willing to be interviewed      0.5717
74  No, I am not willing to be interviewed      0.5938
75  No, I am not willing to be interviewed      0.9111
76  No, I am not willing to be interviewed      0.8891
77  No, I am not willing to be interviewed      0.5162
78  No, I am not willing to be interviewed      0.6351
79     Yes, I am willing to be interviewed      0.9157
80     Yes, I am willing to be interviewed      1.2324
81  No, I am not willing to be interviewed      0.6582
82     Yes, I am willing to be interviewed      0.6739
83  No, I am not willing to be interviewed      0.7758
84     Yes, I am willing to be interviewed      0.4330
85     Yes, I am willing to be interviewed      1.6470
86  No, I am not willing to be interviewed      0.8462
87  No, I am not willing to be interviewed      1.1587
88     Yes, I am willing to be interviewed      0.6201
89  No, I am not willing to be interviewed      1.1483
90  No, I am not willing to be interviewed      0.4763
91     Yes, I am willing to be interviewed      0.9322
92  No, I am not willing to be interviewed      0.9582
93     Yes, I am willing to be interviewed      0.4038
94     Yes, I am willing to be interviewed      0.8914
95  No, I am not willing to be interviewed      0.9582
96  No, I am not willing to be interviewed      0.5206
97     Yes, I am willing to be interviewed      0.6023
98  No, I am not willing to be interviewed      0.5788
99  No, I am not willing to be interviewed      0.7061
100    Yes, I am willing to be interviewed      1.0721
101 No, I am not willing to be interviewed      0.7901
102 No, I am not willing to be interviewed      0.9453
103    Yes, I am willing to be interviewed      0.6826
104    Yes, I am willing to be interviewed      0.8461
105 No, I am not willing to be interviewed      0.8181
106 No, I am not willing to be interviewed      0.8408
107    Yes, I am willing to be interviewed      0.6453
108    Yes, I am willing to be interviewed      0.6759
109 No, I am not willing to be interviewed      0.8437
110    Yes, I am willing to be interviewed      0.5324
111    Yes, I am willing to be interviewed      1.0406
112    Yes, I am willing to be interviewed      1.3002
113 No, I am not willing to be interviewed      0.4643
114 No, I am not willing to be interviewed      1.1183
115    Yes, I am willing to be interviewed      0.6413
116 No, I am not willing to be interviewed      1.0409
117 No, I am not willing to be interviewed      0.5769
118 No, I am not willing to be interviewed      1.3358
119    Yes, I am willing to be interviewed      1.3260
120    Yes, I am willing to be interviewed      0.9793
121 No, I am not willing to be interviewed      0.7239
122 No, I am not willing to be interviewed      1.9060
123 No, I am not willing to be interviewed      0.7535
124 No, I am not willing to be interviewed      1.0462
125    Yes, I am willing to be interviewed      0.6818
126 No, I am not willing to be interviewed      0.8259
127 No, I am not willing to be interviewed      0.6210
128 No, I am not willing to be interviewed      0.9049
129 No, I am not willing to be interviewed      0.5683
130 No, I am not willing to be interviewed      1.2427
131    Yes, I am willing to be interviewed      0.6673
132 No, I am not willing to be interviewed      1.0638
133    Yes, I am willing to be interviewed      0.3743
134 No, I am not willing to be interviewed      0.8249
135 No, I am not willing to be interviewed      0.6580
136 No, I am not willing to be interviewed      0.6061
137 No, I am not willing to be interviewed      1.5142
138 No, I am not willing to be interviewed      0.8672
139 No, I am not willing to be interviewed      1.5895
140    Yes, I am willing to be interviewed      0.3922
141 No, I am not willing to be interviewed      0.9301
142    Yes, I am willing to be interviewed      0.8740
143 No, I am not willing to be interviewed      0.8493
144    Yes, I am willing to be interviewed      1.6103
145    Yes, I am willing to be interviewed      0.9365
146 No, I am not willing to be interviewed      0.5985
147 No, I am not willing to be interviewed      0.5266
148 No, I am not willing to be interviewed      0.5324
149 No, I am not willing to be interviewed      0.6446
150    Yes, I am willing to be interviewed      2.1104
151    Yes, I am willing to be interviewed      1.0316
152    Yes, I am willing to be interviewed      0.6170
153 No, I am not willing to be interviewed      0.9196
154 No, I am not willing to be interviewed      1.5133
155 No, I am not willing to be interviewed      0.7885
156 No, I am not willing to be interviewed      2.4138
157 No, I am not willing to be interviewed      1.6590
158 No, I am not willing to be interviewed      1.5897
159 No, I am not willing to be interviewed      0.6649
160 No, I am not willing to be interviewed      0.8152
161 No, I am not willing to be interviewed      0.9365
162 No, I am not willing to be interviewed      0.9773
163 No, I am not willing to be interviewed      0.9859
164    Yes, I am willing to be interviewed      0.6126
165 No, I am not willing to be interviewed      0.6582
166 No, I am not willing to be interviewed      0.6673
167 No, I am not willing to be interviewed      0.9258
168    Yes, I am willing to be interviewed      0.4330
169 No, I am not willing to be interviewed      0.6743
170 No, I am not willing to be interviewed      1.0174
171 No, I am not willing to be interviewed      0.6039
172 No, I am not willing to be interviewed      0.5826
173 No, I am not willing to be interviewed      0.7887
174    Yes, I am willing to be interviewed      0.7603
175 No, I am not willing to be interviewed      0.5643
176    Yes, I am willing to be interviewed      0.4501
177    Yes, I am willing to be interviewed      0.8617
178 No, I am not willing to be interviewed      3.0282
179    Yes, I am willing to be interviewed      0.4023
180    Yes, I am willing to be interviewed      0.9328
181 No, I am not willing to be interviewed      1.0715
182 No, I am not willing to be interviewed      0.4948
183 No, I am not willing to be interviewed      0.4646
184 No, I am not willing to be interviewed      2.1718
185 No, I am not willing to be interviewed      0.8072
186 No, I am not willing to be interviewed      0.6143
187 No, I am not willing to be interviewed      0.8178
188 No, I am not willing to be interviewed      0.8848
189 No, I am not willing to be interviewed      0.6081
190 No, I am not willing to be interviewed      0.6582
191 No, I am not willing to be interviewed      1.1928
192    Yes, I am willing to be interviewed      0.9977
193    Yes, I am willing to be interviewed      1.1315
194 No, I am not willing to be interviewed      1.1193
195    Yes, I am willing to be interviewed      0.6380
196 No, I am not willing to be interviewed      0.6039
197 No, I am not willing to be interviewed      0.7640
198 No, I am not willing to be interviewed      1.0124
199    Yes, I am willing to be interviewed      0.5148
200 No, I am not willing to be interviewed      0.9076
201    Yes, I am willing to be interviewed      0.6423
202 No, I am not willing to be interviewed      2.2728
203    Yes, I am willing to be interviewed      0.5659
204 No, I am not willing to be interviewed      0.8256
205 No, I am not willing to be interviewed      0.4878
206 No, I am not willing to be interviewed      1.0386
207 No, I am not willing to be interviewed      1.3772
208    Yes, I am willing to be interviewed      1.8662
209 No, I am not willing to be interviewed      0.6826
210 No, I am not willing to be interviewed      0.7797
211    Yes, I am willing to be interviewed      0.5717
212 No, I am not willing to be interviewed      2.2466
213 No, I am not willing to be interviewed      2.2064
214 No, I am not willing to be interviewed      1.1530
215 No, I am not willing to be interviewed      0.5579
216 No, I am not willing to be interviewed      2.0155
217 No, I am not willing to be interviewed      0.4259
218 No, I am not willing to be interviewed      0.5334
219 No, I am not willing to be interviewed      0.9449
220 No, I am not willing to be interviewed      0.5712
221 No, I am not willing to be interviewed      1.3290
222 No, I am not willing to be interviewed      1.5727
223    Yes, I am willing to be interviewed      0.8065
224 No, I am not willing to be interviewed      1.8931
225 No, I am not willing to be interviewed      0.5126
226 No, I am not willing to be interviewed      0.7218
227 No, I am not willing to be interviewed      0.7556
228 No, I am not willing to be interviewed      1.5871
229 No, I am not willing to be interviewed      1.1562
230 No, I am not willing to be interviewed      1.0140
231 No, I am not willing to be interviewed      0.4005
232    Yes, I am willing to be interviewed      2.0430
233 No, I am not willing to be interviewed      0.5318
234    Yes, I am willing to be interviewed      0.7419
235 No, I am not willing to be interviewed      1.3210
236    Yes, I am willing to be interviewed      3.0955
237 No, I am not willing to be interviewed      0.5148
238 No, I am not willing to be interviewed      0.5493
239 No, I am not willing to be interviewed      0.8879
240    Yes, I am willing to be interviewed      1.9886
241    Yes, I am willing to be interviewed      1.2728
242 No, I am not willing to be interviewed      0.4415
243 No, I am not willing to be interviewed      0.8360
244 No, I am not willing to be interviewed      1.4815
245    Yes, I am willing to be interviewed      1.3001
246 No, I am not willing to be interviewed      0.5957
247    Yes, I am willing to be interviewed      2.1664
248 No, I am not willing to be interviewed      0.8752
249 No, I am not willing to be interviewed      0.5311
250 No, I am not willing to be interviewed      0.8272
251    Yes, I am willing to be interviewed      1.4298
252 No, I am not willing to be interviewed      1.2043
253 No, I am not willing to be interviewed      1.5909
254 No, I am not willing to be interviewed      0.8437
255    Yes, I am willing to be interviewed      0.7901
256 No, I am not willing to be interviewed      0.6611
257    Yes, I am willing to be interviewed      0.5206
258 No, I am not willing to be interviewed      1.1163
259 No, I am not willing to be interviewed      0.6298
260 No, I am not willing to be interviewed      0.6406
261    Yes, I am willing to be interviewed      0.9646
262    Yes, I am willing to be interviewed      0.8011
263 No, I am not willing to be interviewed      0.8816
264 No, I am not willing to be interviewed      1.0703
265 No, I am not willing to be interviewed      1.1212
266 No, I am not willing to be interviewed      0.9793
267 No, I am not willing to be interviewed      1.1602
268    Yes, I am willing to be interviewed      1.0061
269    Yes, I am willing to be interviewed      1.9621
270 No, I am not willing to be interviewed      0.8618
271 No, I am not willing to be interviewed      1.0211
272    Yes, I am willing to be interviewed      1.3762
273    Yes, I am willing to be interviewed      1.1040
274 No, I am not willing to be interviewed      0.5148
275    Yes, I am willing to be interviewed      0.6934
276 No, I am not willing to be interviewed      0.3732
277 No, I am not willing to be interviewed      0.8158
278 No, I am not willing to be interviewed      0.6039
279    Yes, I am willing to be interviewed      0.7269
280    Yes, I am willing to be interviewed      0.6419
281    Yes, I am willing to be interviewed      0.9835
282 No, I am not willing to be interviewed      0.8493
283 No, I am not willing to be interviewed      0.5641
284 No, I am not willing to be interviewed      1.1562
285 No, I am not willing to be interviewed      2.2496
286 No, I am not willing to be interviewed      0.8751
287 No, I am not willing to be interviewed      1.9322
288 No, I am not willing to be interviewed      1.3568
289    Yes, I am willing to be interviewed      1.8116
290 No, I am not willing to be interviewed      1.1944
291    Yes, I am willing to be interviewed      0.4797
292 No, I am not willing to be interviewed      0.7378
293 No, I am not willing to be interviewed      0.3618
294 No, I am not willing to be interviewed      0.9340
295 No, I am not willing to be interviewed      0.7591
296 No, I am not willing to be interviewed      1.3781
297    Yes, I am willing to be interviewed      1.5368
298 No, I am not willing to be interviewed      1.7741
299    Yes, I am willing to be interviewed      0.6168
300 No, I am not willing to be interviewed      0.8156
301    Yes, I am willing to be interviewed      0.9080
302 No, I am not willing to be interviewed      0.6133
303 No, I am not willing to be interviewed      0.6267
304 No, I am not willing to be interviewed      1.1568
305 No, I am not willing to be interviewed      0.5901
306 No, I am not willing to be interviewed      0.9604
307 No, I am not willing to be interviewed      2.1206
308 No, I am not willing to be interviewed      0.5292
309 No, I am not willing to be interviewed      0.8462
310 No, I am not willing to be interviewed      1.1110
311 No, I am not willing to be interviewed      1.2973
312 No, I am not willing to be interviewed      0.7885
313 No, I am not willing to be interviewed      0.9451
314    Yes, I am willing to be interviewed      0.4962
315    Yes, I am willing to be interviewed      1.4488
316 No, I am not willing to be interviewed      0.5595
317 No, I am not willing to be interviewed      0.8451
318 No, I am not willing to be interviewed      1.3289
319 No, I am not willing to be interviewed      0.7622
320 No, I am not willing to be interviewed      0.4038
321 No, I am not willing to be interviewed      0.8618
322    Yes, I am willing to be interviewed      0.4296
323 No, I am not willing to be interviewed      0.7578
324    Yes, I am willing to be interviewed      0.5324
325 No, I am not willing to be interviewed      1.6534
326 No, I am not willing to be interviewed      2.8575
327    Yes, I am willing to be interviewed      0.7588
328 No, I am not willing to be interviewed      0.7846
329 No, I am not willing to be interviewed      0.9257
330 No, I am not willing to be interviewed      0.5568
331 No, I am not willing to be interviewed      1.1564
332    Yes, I am willing to be interviewed      0.9836
333 No, I am not willing to be interviewed      0.8778
334 No, I am not willing to be interviewed      1.2338
335 No, I am not willing to be interviewed      1.3530
336    Yes, I am willing to be interviewed      0.9332
337    Yes, I am willing to be interviewed      0.5788
338 No, I am not willing to be interviewed      1.2378
339    Yes, I am willing to be interviewed      0.6882
340    Yes, I am willing to be interviewed      0.5083
341    Yes, I am willing to be interviewed      0.7590
342    Yes, I am willing to be interviewed      0.7922
343    Yes, I am willing to be interviewed      0.8866
344    Yes, I am willing to be interviewed      1.1323
345 No, I am not willing to be interviewed      0.6826
346 No, I am not willing to be interviewed      0.9639
347 No, I am not willing to be interviewed      1.4648
348    Yes, I am willing to be interviewed      0.8118
349 No, I am not willing to be interviewed      1.3761
350    Yes, I am willing to be interviewed      0.7116
351    Yes, I am willing to be interviewed      0.6582
352 No, I am not willing to be interviewed      0.5374
353    Yes, I am willing to be interviewed      0.6609
354    Yes, I am willing to be interviewed      1.5339
355    Yes, I am willing to be interviewed      1.9662
356 No, I am not willing to be interviewed      0.6409
357 No, I am not willing to be interviewed      0.9287
358 No, I am not willing to be interviewed      0.9433
359 No, I am not willing to be interviewed      0.7183
360 No, I am not willing to be interviewed      0.7573
361 No, I am not willing to be interviewed      2.3210
362 No, I am not willing to be interviewed      0.7850
363 No, I am not willing to be interviewed      0.8484
364 No, I am not willing to be interviewed      1.1026
365 No, I am not willing to be interviewed      0.7172
366    Yes, I am willing to be interviewed      0.8383
367 No, I am not willing to be interviewed      2.1023
368 No, I am not willing to be interviewed      0.6315
369    Yes, I am willing to be interviewed      0.9512
370 No, I am not willing to be interviewed      1.0312
371    Yes, I am willing to be interviewed      0.9179
372 No, I am not willing to be interviewed      1.2451
373 No, I am not willing to be interviewed      1.8431
374 No, I am not willing to be interviewed      1.6095
375 No, I am not willing to be interviewed      3.0588
376 No, I am not willing to be interviewed      1.0227
377 No, I am not willing to be interviewed      1.5021
378 No, I am not willing to be interviewed      4.7289
379 No, I am not willing to be interviewed      1.0292
380    Yes, I am willing to be interviewed      0.7303
381 No, I am not willing to be interviewed      0.9287
382 No, I am not willing to be interviewed      1.1501
383 No, I am not willing to be interviewed      0.6706
384 No, I am not willing to be interviewed      2.4553
385 No, I am not willing to be interviewed      1.5878
386    Yes, I am willing to be interviewed      0.7648
387    Yes, I am willing to be interviewed      1.3290
388 No, I am not willing to be interviewed      1.0223
389    Yes, I am willing to be interviewed      1.9497
390 No, I am not willing to be interviewed      0.5788
391 No, I am not willing to be interviewed      6.2553
392 No, I am not willing to be interviewed      0.6556
393 No, I am not willing to be interviewed      2.3801
394    Yes, I am willing to be interviewed      0.5126
395 No, I am not willing to be interviewed      0.8385
396    Yes, I am willing to be interviewed      0.7889
397 No, I am not willing to be interviewed      0.4838
398    Yes, I am willing to be interviewed      0.9139
399    Yes, I am willing to be interviewed      0.8008
400 No, I am not willing to be interviewed      1.2854
401 No, I am not willing to be interviewed      1.5481
402 No, I am not willing to be interviewed      1.4188
403 No, I am not willing to be interviewed      0.4821
404 No, I am not willing to be interviewed      1.0239
405    Yes, I am willing to be interviewed      0.4542
406 No, I am not willing to be interviewed      0.7573
407 No, I am not willing to be interviewed      0.7962
408 No, I am not willing to be interviewed      0.6190
409    Yes, I am willing to be interviewed      2.3369
410 No, I am not willing to be interviewed      1.5893
411 No, I am not willing to be interviewed      1.2848
412 No, I am not willing to be interviewed      1.2113
413 No, I am not willing to be interviewed      0.4068
414    Yes, I am willing to be interviewed      0.3862
415    Yes, I am willing to be interviewed      0.6434
416    Yes, I am willing to be interviewed      0.9651
417 No, I am not willing to be interviewed      1.3139
418 No, I am not willing to be interviewed      1.2227
419    Yes, I am willing to be interviewed      0.6805
420    Yes, I am willing to be interviewed      0.6497
421 No, I am not willing to be interviewed      1.2532
422 No, I am not willing to be interviewed      0.4005
423 No, I am not willing to be interviewed      0.8142
424    Yes, I am willing to be interviewed      0.5905
425 No, I am not willing to be interviewed      0.8953
426    Yes, I am willing to be interviewed      0.7901
427 No, I am not willing to be interviewed      1.0711
428 No, I am not willing to be interviewed      1.2093
429    Yes, I am willing to be interviewed      3.6085
430    Yes, I am willing to be interviewed      0.5493
431 No, I am not willing to be interviewed      2.0064
432 No, I am not willing to be interviewed      0.9907
433 No, I am not willing to be interviewed      0.7625
434    Yes, I am willing to be interviewed      0.5318
435 No, I am not willing to be interviewed      1.5232
436 No, I am not willing to be interviewed      1.7585
437 No, I am not willing to be interviewed      2.5158
438    Yes, I am willing to be interviewed      0.5174
439 No, I am not willing to be interviewed      0.6986
440 No, I am not willing to be interviewed      0.7622
441 No, I am not willing to be interviewed      0.8158
442 No, I am not willing to be interviewed      0.8515
443 No, I am not willing to be interviewed      3.7417
444 No, I am not willing to be interviewed      1.0555
445 No, I am not willing to be interviewed      0.9065
446 No, I am not willing to be interviewed      1.4205
447    Yes, I am willing to be interviewed      0.6217
448 No, I am not willing to be interviewed      0.4165
449 No, I am not willing to be interviewed      3.1176
450 No, I am not willing to be interviewed      0.5923
451    Yes, I am willing to be interviewed      0.9776
452    Yes, I am willing to be interviewed      0.6319
453    Yes, I am willing to be interviewed      0.8280
454    Yes, I am willing to be interviewed      0.6434
455 No, I am not willing to be interviewed      1.4336
456    Yes, I am willing to be interviewed      0.5101
457    Yes, I am willing to be interviewed      0.8617
458    Yes, I am willing to be interviewed      0.5918
459 No, I am not willing to be interviewed      0.4364
460    Yes, I am willing to be interviewed      2.5859
461    Yes, I am willing to be interviewed      1.3333
462 No, I am not willing to be interviewed      0.9297
463 No, I am not willing to be interviewed      0.5522
464    Yes, I am willing to be interviewed      0.9361
465 No, I am not willing to be interviewed      0.5744
466 No, I am not willing to be interviewed      2.7143
467    Yes, I am willing to be interviewed      0.5120
468 No, I am not willing to be interviewed      1.2427
469    Yes, I am willing to be interviewed      0.4683
470    Yes, I am willing to be interviewed      0.3240
471 No, I am not willing to be interviewed      1.9050
472    Yes, I am willing to be interviewed      0.7849
473    Yes, I am willing to be interviewed      0.7125
474 No, I am not willing to be interviewed      0.7153
475 No, I am not willing to be interviewed      1.8266
476 No, I am not willing to be interviewed      1.4336
477 No, I am not willing to be interviewed      1.2994
478    Yes, I am willing to be interviewed      0.7508
479 No, I am not willing to be interviewed      0.5901
480    Yes, I am willing to be interviewed      0.5200
481 No, I am not willing to be interviewed      0.7300
482    Yes, I am willing to be interviewed      1.3005
483    Yes, I am willing to be interviewed      0.3922
484    Yes, I am willing to be interviewed      1.2667
485 No, I am not willing to be interviewed      0.4542
486 No, I am not willing to be interviewed      1.8529
487 No, I am not willing to be interviewed      1.0174
488 No, I am not willing to be interviewed      1.0567
489 No, I am not willing to be interviewed      0.6663
490 No, I am not willing to be interviewed      1.0875
491 No, I am not willing to be interviewed      1.6268
492 No, I am not willing to be interviewed      0.6806
493 No, I am not willing to be interviewed      2.6918
494    Yes, I am willing to be interviewed      1.5398
495    Yes, I am willing to be interviewed      1.0489
496    Yes, I am willing to be interviewed      0.8129
497 No, I am not willing to be interviewed      0.7745
498 No, I am not willing to be interviewed      0.5734
499 No, I am not willing to be interviewed      0.6209
500 No, I am not willing to be interviewed      0.9056
501 No, I am not willing to be interviewed      0.9658
502 No, I am not willing to be interviewed      0.9246
503 No, I am not willing to be interviewed      1.5253
504 No, I am not willing to be interviewed      1.8271
505    Yes, I am willing to be interviewed      0.5659
506 No, I am not willing to be interviewed      0.4038
507 No, I am not willing to be interviewed      1.7083
508    Yes, I am willing to be interviewed      1.2585
509 No, I am not willing to be interviewed      1.1559
510 No, I am not willing to be interviewed      0.4431
511 No, I am not willing to be interviewed      0.9466
512 No, I am not willing to be interviewed      0.7901
513    Yes, I am willing to be interviewed      1.1392
514    Yes, I am willing to be interviewed      1.1124
515 No, I am not willing to be interviewed      0.5280
516 No, I am not willing to be interviewed      0.5579
517 No, I am not willing to be interviewed      0.7218
518    Yes, I am willing to be interviewed      1.3298
519 No, I am not willing to be interviewed      0.9196
520 No, I am not willing to be interviewed      0.7389
521    Yes, I am willing to be interviewed      2.1002
522 No, I am not willing to be interviewed      1.0621
523    Yes, I am willing to be interviewed      1.5343
524    Yes, I am willing to be interviewed      0.9738
525    Yes, I am willing to be interviewed      0.5544
526    Yes, I am willing to be interviewed      1.8921
527 No, I am not willing to be interviewed      0.8393

Any additional comments?

I am wondering if there was a more efficient way to changing column pphhsize to numerical.

Visualizations

Code

hist(abc_poll_2021$ppage, breaks=10)

Code

barplot(table(abc_poll_2021$ppmarit5))

Code

boxplot(abc_poll_2021$ppage~abc_poll_2021$ppemploy)

Code

boxplot(df1$pphhsize~abc_poll_2021$ppemploy)

Code

plot(df1$ppage,df1$pphhsize, 
     main='Age Vs Household Size')

Statistical Test

Here I am practicing using the table function and looking at Chi-square on a few categorical variables. Warning Error messages were for counts too low for Skipped. I was interested to see if there there were associations betweeen things like Political Party and Gender, Political Party and Perspective, and Education and Gender.

Code

mean(df1$pphhsize)

[1] 2.643264

Code

table(df1$pphhsize)


  1   2   3   4   5   6 
 80 219 102  76  35  15

Code

prop.table(table(df1$pphhsize))


         1          2          3          4          5          6 
0.15180266 0.41555977 0.19354839 0.14421252 0.06641366 0.02846300

Code

table(df1$ppeducat,df1$ppgender)

                            
                             Female Male
  Bachelors degree or higher     88  119
  High school                    76   57
  Less than high school          10   19
  Some college                   80   78

Code

prop.table(table(df1$ppeducat,df1$ppgender))

                            
                                 Female       Male
  Bachelors degree or higher 0.16698292 0.22580645
  High school                0.14421252 0.10815939
  Less than high school      0.01897533 0.03605313
  Some college               0.15180266 0.14800759

Code

chisq.test(table(df1$ppeducat,df1$ppgender))


    Pearson's Chi-squared test

data:  table(df1$ppeducat, df1$ppgender)
X-squared = 9.5026, df = 3, p-value = 0.0233

Code

table(df1$QPID,df1$ppgender)

                
                 Female Male
  A Democrat         91   85
  A Republican       68   84
  An Independent     74   94
  Skipped             3    0
  Something else     18   10

Code

prop.table(table(df1$QPID,df1$ppgender))

                
                     Female       Male
  A Democrat     0.17267552 0.16129032
  A Republican   0.12903226 0.15939279
  An Independent 0.14041746 0.17836812
  Skipped        0.00569260 0.00000000
  Something else 0.03415560 0.01897533

Code

chisq.test(table(df1$QPID,df1$ppgender))


    Pearson's Chi-squared test

data:  table(df1$QPID, df1$ppgender)
X-squared = 8.882, df = 4, p-value = 0.06412

Code

politicalvgender <- table(df1$QPID,df1$ppgender)
chisq.test(politicalvgender)$expected

                
                   Female     Male
  A Democrat     84.82732 91.17268
  A Republican   73.25996 78.74004
  An Independent 80.97154 87.02846
  Skipped         1.44592  1.55408
  Something else 13.49526 14.50474

Code

chisq.test(table(df1$Q5,df1$ppeducat))


    Pearson's Chi-squared test

data:  table(df1$Q5, df1$ppeducat)
X-squared = 12.285, df = 6, p-value = 0.0559

Code

prop.table(table(df1$QPID,df1$Q5))

                
                  Optimistic Pessimistic     Skipped
  A Democrat     0.250474383 0.081593928 0.001897533
  A Republican   0.049335863 0.239089184 0.000000000
  An Independent 0.113851992 0.204933586 0.000000000
  Skipped        0.001897533 0.001897533 0.001897533
  Something else 0.018975332 0.032258065 0.001897533

Code

chisq.test(table(df1$QPID,df1$Q5))


    Pearson's Chi-squared test

data:  table(df1$QPID, df1$Q5)
X-squared = 183.61, df = 8, p-value < 2.2e-16

Remove NA’s

Due to the warnings in trying to run the Chi-square distribution, I tried to remove the Skipped data with ! is.na function; it did not work.

Code

df2 <- df1 %>% 
  filter(! is.na(ppgender)) %>%
  filter(! is.na(QPID))
#sanity check
table(df2$QPID,df2$ppgender)

                
                 Female Male
  A Democrat         91   85
  A Republican       68   84
  An Independent     74   94
  Skipped             3    0
  Something else     18   10

##Remove Skipped in QPID and Q5 for Table and Analysis with partyid again

Code

df_removeskip<-df1%>%
  mutate(partyid = str_remove(QPID, "A[n]* "),
         partyid = na_if(partyid, "Skipped"))%>%
  select(-QPID)%>%
  mutate(Q5 = na_if(Q5,"Skipped"))

#sanity check
table(df_removeskip$Q5)


 Optimistic Pessimistic 
        229         295

Code

#Analysis
table(df_removeskip$partyid,df1$ppgender)

                
                 Female Male
  Democrat           91   85
  Independent        74   94
  Republican         68   84
  Something else     18   10

Code

prop.table(table(df_removeskip$partyid,df1$ppgender))

                
                     Female       Male
  Democrat       0.17366412 0.16221374
  Independent    0.14122137 0.17938931
  Republican     0.12977099 0.16030534
  Something else 0.03435115 0.01908397

Code

chisq.test(table(df_removeskip$partyid,df1$ppgender))


    Pearson's Chi-squared test

data:  table(df_removeskip$partyid, df1$ppgender)
X-squared = 5.6417, df = 3, p-value = 0.1304

Code

politicalvgender <- table(df_removeskip$partyid,df1$ppgender)
chisq.test(politicalvgender)$expected

                
                   Female     Male
  Democrat       84.30534 91.69466
  Independent    80.47328 87.52672
  Republican     72.80916 79.19084
  Something else 13.41221 14.58779

Code

chisq.test(table(df_removeskip$Q5,df1$ppeducat))


    Pearson's Chi-squared test

data:  table(df_removeskip$Q5, df1$ppeducat)
X-squared = 3.352, df = 3, p-value = 0.3405

Code

prop.table(table(df_removeskip$partyid,df_removeskip$Q5))

                
                 Optimistic Pessimistic
  Democrat       0.25287356  0.08237548
  Independent    0.11494253  0.20689655
  Republican     0.04980843  0.24137931
  Something else 0.01915709  0.03256705

Code

chisq.test(table(df_removeskip$partyid,df_removeskip$Q5))


    Pearson's Chi-squared test

data:  table(df_removeskip$partyid, df_removeskip$Q5)
X-squared = 120.16, df = 3, p-value < 2.2e-16

Identify variables that need to be mutated

Are there any variables that require mutation to be usable in your analysis stream? For example, are all time variables correctly coded as dates? Are all string variables reduced and cleaned to sensible categories? Do you need to turn any variables into factors and reorder for ease of graphics and visualization?

The mutate function and na.if was used above to remove the “Skipped” data. Below, I created a function just for practice and used the mutate function to add a column to df1 with the z-score of the age. Practicing using R and seeing the distribution of the age variable. The histogram shows the distribution of the age of the respondents in the poll.

Code

normdistage <- function(x) {
  (x-mean(x))/sd(x, na.rm = T)
}
normdistage(df1$ppage)

  [1]  0.85454638  1.84868752  0.91302527  1.20541972  1.38085640  0.97150416
  [7] -1.60156705  1.32237750  1.43933529 -0.37351034  0.26975747 -0.19807366
 [13]  1.79020863  0.44519414  1.38085640  0.09432079  0.62063081 -0.31503145
 [19]  1.43933529  1.08846194  0.09432079 -0.54894701  0.44519414  1.14694083
 [25]  0.73758859 -0.66590479 -0.37351034  0.67910970  1.20541972  1.79020863
 [31]  0.32823636  0.73758859  1.32237750 -0.54894701 -1.25069370  0.09432079
 [37] -0.02263699 -0.54894701 -0.95829925  0.79606749 -1.30917259  0.26975747
 [43]  0.38671525  0.91302527 -0.08111588 -0.08111588  1.08846194  1.55629307
 [49]  0.91302527  1.32237750  1.26389861  1.20541972  0.62063081  1.20541972
 [55]  1.20541972 -1.54308816  0.15279968  0.62063081  0.97150416  0.50367303
 [61] -0.60742590  0.79606749  0.67910970  1.02998305  1.20541972  0.91302527
 [67]  0.56215192  1.61477196  1.67325085  0.91302527  1.14694083  1.20541972
 [73]  0.15279968  0.85454638  0.32823636  1.79020863  1.73172974  0.85454638
 [79]  0.26975747 -1.60156705  0.21127857 -0.08111588  1.55629307 -0.19807366
 [85]  0.26975747  1.20541972  0.15279968  0.97150416 -0.54894701 -0.19807366
 [91]  0.56215192  1.43933529  0.09432079  0.73758859  0.97150416  0.67910970
 [97]  1.32237750 -0.66590479  0.26975747  0.73758859  0.03584190 -0.60742590
[103]  0.44519414  1.67325085  0.97150416  2.02412420  0.85454638 -0.78286257
[109] -0.02263699  0.44519414 -0.13959477  0.26975747  1.14694083  0.38671525
[115]  0.97150416  1.08846194  1.43933529 -0.78286257 -0.95829925 -0.60742590
[121] -1.30917259 -0.95829925  1.32237750  0.26975747 -0.49046812 -0.13959477
[127] -0.25655255  1.55629307  1.20541972 -1.42613038  1.32237750  0.09432079
[133]  0.21127857 -0.13959477  2.19956087  0.79606749 -1.71852483  0.50367303
[139] -1.30917259  0.32823636 -1.30917259 -0.54894701  0.15279968 -0.08111588
[145] -0.95829925  0.73758859  0.50367303  1.20541972 -0.08111588 -1.42613038
[151] -1.01677814  1.02998305  0.97150416 -1.07525703 -0.02263699 -1.13373592
[157] -1.25069370  0.67910970 -0.78286257 -1.25069370 -1.01677814  0.26975747
[163] -1.77700372 -1.19221481  0.21127857  0.97150416 -0.31503145  1.79020863
[169]  0.03584190 -0.72438368 -0.43198923  0.85454638  0.32823636  0.26975747
[175]  0.03584190  0.38671525  0.32823636 -0.84134147  0.73758859 -1.01677814
[181] -1.89396150  1.67325085  0.38671525 -0.66590479 -0.78286257  1.32237750
[187]  0.38671525  0.79606749  0.67910970  0.56215192 -0.08111588  0.09432079
[193]  0.44519414  1.49781418 -0.43198923  0.03584190  0.09432079  1.08846194
[199]  1.38085640 -1.25069370  1.26389861  0.56215192 -1.19221481  1.61477196
[205]  0.15279968 -0.72438368 -1.36765149 -1.66004594  0.67910970 -0.78286257
[211]  0.32823636  0.03584190 -0.19807366 -0.49046812  0.67910970 -1.42613038
[217]  0.56215192  2.02412420 -1.07525703  1.08846194 -0.60742590 -0.43198923
[223] -0.49046812 -1.66004594  1.79020863  1.61477196 -0.43198923 -2.01091929
[229] -0.19807366  0.85454638  1.14694083  1.20541972  0.03584190  1.96564531
[235] -0.19807366 -1.54308816  0.79606749  0.67910970  0.03584190 -0.78286257
[241] -0.54894701  0.26975747 -0.84134147 -1.95244040 -0.78286257  0.85454638
[247]  0.03584190  0.44519414  0.50367303  1.14694083  0.85454638  0.15279968
[253]  1.20541972 -1.30917259 -0.66590479  1.32237750  1.84868752  0.79606749
[259]  1.61477196  0.26975747 -0.78286257 -0.43198923 -0.72438368  0.44519414
[265] -0.78286257 -1.19221481  0.73758859 -0.72438368 -0.78286257  0.38671525
[271]  0.26975747 -1.42613038 -0.43198923  1.20541972 -0.13959477  1.20541972
[277] -0.08111588 -0.08111588  0.79606749 -0.72438368  1.32237750 -0.31503145
[283]  0.32823636 -0.72438368 -0.66590479  0.62063081 -0.13959477 -1.71852483
[289]  0.09432079 -1.71852483  1.26389861  1.08846194  0.38671525  0.97150416
[295] -0.19807366 -1.83548261  0.97150416 -1.42613038 -0.31503145 -0.13959477
[301] -0.78286257  0.73758859  0.79606749 -0.37351034  0.79606749  0.26975747
[307] -1.48460927  1.02998305  0.38671525  0.15279968 -1.89396150 -0.37351034
[313] -0.19807366  0.97150416 -0.66590479  1.02998305 -0.25655255 -0.60742590
[319] -0.72438368  0.21127857  0.44519414  0.97150416  0.97150416  0.79606749
[325] -1.54308816  2.08260309 -1.13373592 -1.25069370 -1.71852483  1.14694083
[331] -1.25069370  0.56215192  0.97150416 -0.78286257 -0.02263699 -1.42613038
[337] -0.89982036 -0.02263699  0.32823636  0.32823636  0.09432079  1.02998305
[343] -0.37351034 -0.25655255  1.73172974 -1.42613038 -1.54308816 -0.37351034
[349] -1.71852483  0.62063081  0.15279968  1.20541972  0.03584190 -1.30917259
[355] -0.08111588  1.61477196 -1.89396150 -1.95244040  0.56215192 -1.19221481
[361] -1.48460927 -1.30917259  0.97150416 -0.02263699  0.91302527 -1.36765149
[367] -0.60742590  0.09432079 -1.01677814 -0.43198923 -1.13373592 -1.89396150
[373] -1.71852483 -1.42613038 -1.71852483 -1.54308816 -1.60156705 -1.54308816
[379] -1.77700372  0.32823636 -1.71852483 -1.48460927  2.02412420 -1.77700372
[385] -0.60742590  1.20541972 -0.89982036 -0.02263699 -1.48460927 -1.36765149
[391] -2.06939818  0.44519414  0.32823636  0.32823636 -1.60156705 -0.19807366
[397]  0.21127857 -1.13373592 -1.60156705 -1.25069370 -1.54308816 -1.83548261
[403]  0.91302527  0.91302527  1.02998305 -0.95829925  0.50367303 -1.36765149
[409] -1.77700372 -1.01677814 -0.84134147 -0.54894701  0.73758859  0.15279968
[415] -0.02263699  0.38671525 -1.13373592 -0.66590479 -0.37351034  0.73758859
[421] -1.13373592  0.62063081 -0.54894701  0.26975747 -0.43198923 -1.19221481
[427]  1.20541972 -1.07525703 -0.84134147  1.26389861 -2.06939818 -1.30917259
[433] -0.84134147  0.21127857 -0.60742590 -0.84134147 -1.95244040  0.67910970
[439]  0.32823636 -1.36765149  0.21127857  1.67325085 -1.60156705 -1.25069370
[445]  0.38671525  0.09432079  0.67910970  1.20541972 -0.95829925 -0.43198923
[451]  0.32823636 -0.72438368 -0.37351034  0.15279968 -0.43198923  1.14694083
[457]  0.26975747 -1.25069370  0.91302527 -1.42613038  0.21127857 -0.78286257
[463]  0.44519414  0.73758859  1.14694083 -1.95244040 -0.37351034 -1.60156705
[469]  0.73758859  1.73172974  0.38671525  0.73758859  0.50367303 -0.08111588
[475] -0.66590479  0.15279968 -1.54308816  0.79606749  0.62063081  0.21127857
[481] -0.54894701  0.09432079 -0.02263699 -1.01677814  0.97150416 -0.49046812
[487]  0.03584190  1.49781418 -1.13373592 -0.54894701 -0.84134147  0.03584190
[493] -0.54894701 -1.36765149  0.56215192  0.67910970  0.32823636 -0.25655255
[499]  0.85454638 -0.72438368 -1.48460927 -0.25655255 -0.84134147 -1.42613038
[505] -1.01677814 -0.25655255  0.85454638 -0.72438368 -0.54894701  1.14694083
[511]  0.15279968  0.09432079  0.85454638 -1.36765149  0.32823636  0.50367303
[517]  0.85454638 -0.02263699  0.97150416 -0.66590479 -1.48460927 -1.25069370
[523] -1.71852483  0.26975747  0.62063081 -1.89396150  0.15279968

Code

hist(df1$ppage, breaks = 10)

Code

df1%>%mutate((ppage-mean(ppage))/sd(ppage), .after = ppage)

         id xspanish complete_status ppage (ppage - mean(ppage))/sd(ppage)
1   7230001  English       qualified    68                      0.85454638
2   7230002  English       qualified    85                      1.84868752
3   7230003  English       qualified    69                      0.91302527
4   7230004  English       qualified    74                      1.20541972
5   7230005  English       qualified    77                      1.38085640
6   7230006  English       qualified    70                      0.97150416
7   7230007  English       qualified    26                     -1.60156705
8   7230008  English       qualified    76                      1.32237750
9   7230009  English       qualified    78                      1.43933529
10  7230010  English       qualified    47                     -0.37351034
11  7230011  English       qualified    58                      0.26975747
12  7230012  English       qualified    50                     -0.19807366
13  7230013  English       qualified    84                      1.79020863
14  7230014  English       qualified    61                      0.44519414
15  7230015  English       qualified    77                      1.38085640
16  7230016  English       qualified    55                      0.09432079
17  7230017  English       qualified    64                      0.62063081
18  7230018  English       qualified    48                     -0.31503145
19  7230019  English       qualified    78                      1.43933529
20  7230020  English       qualified    72                      1.08846194
21  7230021  English       qualified    55                      0.09432079
22  7230022  English       qualified    44                     -0.54894701
23  7230023  English       qualified    61                      0.44519414
24  7230024  English       qualified    73                      1.14694083
25  7230025  English       qualified    66                      0.73758859
26  7230026  English       qualified    42                     -0.66590479
27  7230027  English       qualified    47                     -0.37351034
28  7230028  English       qualified    65                      0.67910970
29  7230029  English       qualified    74                      1.20541972
30  7230030  English       qualified    84                      1.79020863
31  7230031  English       qualified    59                      0.32823636
32  7230032  English       qualified    66                      0.73758859
33  7230033  English       qualified    76                      1.32237750
34  7230034  English       qualified    44                     -0.54894701
35  7230035  English       qualified    32                     -1.25069370
36  7230036  English       qualified    55                      0.09432079
37  7230037  English       qualified    53                     -0.02263699
38  7230038  English       qualified    44                     -0.54894701
39  7230039  English       qualified    37                     -0.95829925
40  7230040  English       qualified    67                      0.79606749
41  7230041  English       qualified    31                     -1.30917259
42  7230042  English       qualified    58                      0.26975747
43  7230043  English       qualified    60                      0.38671525
44  7230044  English       qualified    69                      0.91302527
45  7230045  English       qualified    52                     -0.08111588
46  7230046  English       qualified    52                     -0.08111588
47  7230047  English       qualified    72                      1.08846194
48  7230048  English       qualified    80                      1.55629307
49  7230049  English       qualified    69                      0.91302527
50  7230050  English       qualified    76                      1.32237750
51  7230051  English       qualified    75                      1.26389861
52  7230052  English       qualified    74                      1.20541972
53  7230053  English       qualified    64                      0.62063081
54  7230054  English       qualified    74                      1.20541972
55  7230055  English       qualified    74                      1.20541972
56  7230056  English       qualified    27                     -1.54308816
57  7230057  English       qualified    56                      0.15279968
58  7230058  English       qualified    64                      0.62063081
59  7230059  English       qualified    70                      0.97150416
60  7230060  English       qualified    62                      0.50367303
61  7230061  English       qualified    43                     -0.60742590
62  7230062  English       qualified    67                      0.79606749
63  7230063  English       qualified    65                      0.67910970
64  7230064  English       qualified    71                      1.02998305
65  7230065  English       qualified    74                      1.20541972
66  7230066  English       qualified    69                      0.91302527
67  7230067  English       qualified    63                      0.56215192
68  7230068  English       qualified    81                      1.61477196
69  7230069  English       qualified    82                      1.67325085
70  7230070  English       qualified    69                      0.91302527
71  7230071  English       qualified    73                      1.14694083
72  7230072  English       qualified    74                      1.20541972
73  7230073  English       qualified    56                      0.15279968
74  7230074  English       qualified    68                      0.85454638
75  7230075  English       qualified    59                      0.32823636
76  7230076  English       qualified    84                      1.79020863
77  7230077  English       qualified    83                      1.73172974
78  7230078  English       qualified    68                      0.85454638
79  7230079  English       qualified    58                      0.26975747
80  7230080  English       qualified    26                     -1.60156705
81  7230081  English       qualified    57                      0.21127857
82  7230082  English       qualified    52                     -0.08111588
83  7230083  English       qualified    80                      1.55629307
84  7230084  English       qualified    50                     -0.19807366
85  7230085  English       qualified    58                      0.26975747
86  7230086  English       qualified    74                      1.20541972
87  7230087  English       qualified    56                      0.15279968
88  7230088  English       qualified    70                      0.97150416
89  7230089  English       qualified    44                     -0.54894701
90  7230090  English       qualified    50                     -0.19807366
91  7230091  English       qualified    63                      0.56215192
92  7230092  English       qualified    78                      1.43933529
93  7230093  English       qualified    55                      0.09432079
94  7230094  English       qualified    66                      0.73758859
95  7230095  English       qualified    70                      0.97150416
96  7230096  English       qualified    65                      0.67910970
97  7230097  English       qualified    76                      1.32237750
98  7230098  English       qualified    42                     -0.66590479
99  7230099  English       qualified    58                      0.26975747
100 7230100  English       qualified    66                      0.73758859
101 7230101  English       qualified    54                      0.03584190
102 7230102  English       qualified    43                     -0.60742590
103 7230103  English       qualified    61                      0.44519414
104 7230104  English       qualified    82                      1.67325085
105 7230105  English       qualified    70                      0.97150416
106 7230106  English       qualified    88                      2.02412420
107 7230107  English       qualified    68                      0.85454638
108 7230108  English       qualified    40                     -0.78286257
109 7230109  English       qualified    53                     -0.02263699
110 7230110  English       qualified    61                      0.44519414
111 7230111  English       qualified    51                     -0.13959477
112 7230112  English       qualified    58                      0.26975747
113 7230113  English       qualified    73                      1.14694083
114 7230114  English       qualified    60                      0.38671525
115 7230115  English       qualified    70                      0.97150416
116 7230116  English       qualified    72                      1.08846194
117 7230117  English       qualified    78                      1.43933529
118 7230118  English       qualified    40                     -0.78286257
119 7230119  English       qualified    37                     -0.95829925
120 7230120  English       qualified    43                     -0.60742590
121 7230121  English       qualified    31                     -1.30917259
122 7230122  Spanish       qualified    37                     -0.95829925
123 7230123  English       qualified    76                      1.32237750
124 7230124  English       qualified    58                      0.26975747
125 7230125  English       qualified    45                     -0.49046812
126 7230126  English       qualified    51                     -0.13959477
127 7230127  English       qualified    49                     -0.25655255
128 7230128  English       qualified    80                      1.55629307
129 7230129  English       qualified    74                      1.20541972
130 7230130  English       qualified    29                     -1.42613038
131 7230131  English       qualified    76                      1.32237750
132 7230132  English       qualified    55                      0.09432079
133 7230133  English       qualified    57                      0.21127857
134 7230134  English       qualified    51                     -0.13959477
135 7230135  English       qualified    91                      2.19956087
136 7230136  English       qualified    67                      0.79606749
137 7230137  English       qualified    24                     -1.71852483
138 7230138  English       qualified    62                      0.50367303
139 7230139  English       qualified    31                     -1.30917259
140 7230140  English       qualified    59                      0.32823636
141 7230141  English       qualified    31                     -1.30917259
142 7230142  English       qualified    44                     -0.54894701
143 7230143  English       qualified    56                      0.15279968
144 7230144  English       qualified    52                     -0.08111588
145 7230145  English       qualified    37                     -0.95829925
146 7230146  English       qualified    66                      0.73758859
147 7230147  English       qualified    62                      0.50367303
148 7230148  English       qualified    74                      1.20541972
149 7230149  English       qualified    52                     -0.08111588
150 7230150  English       qualified    29                     -1.42613038
151 7230151  English       qualified    36                     -1.01677814
152 7230152  English       qualified    71                      1.02998305
153 7230153  English       qualified    70                      0.97150416
154 7230154  English       qualified    35                     -1.07525703
155 7230155  English       qualified    53                     -0.02263699
156 7230156  English       qualified    34                     -1.13373592
157 7230157  English       qualified    32                     -1.25069370
158 7230158  English       qualified    65                      0.67910970
159 7230159  English       qualified    40                     -0.78286257
160 7230160  English       qualified    32                     -1.25069370
161 7230161  English       qualified    36                     -1.01677814
162 7230162  English       qualified    58                      0.26975747
163 7230163  English       qualified    23                     -1.77700372
164 7230164  English       qualified    33                     -1.19221481
165 7230165  English       qualified    57                      0.21127857
166 7230166  English       qualified    70                      0.97150416
167 7230167  English       qualified    48                     -0.31503145
168 7230168  English       qualified    84                      1.79020863
169 7230169  English       qualified    54                      0.03584190
170 7230170  English       qualified    41                     -0.72438368
171 7230171  English       qualified    46                     -0.43198923
172 7230172  English       qualified    68                      0.85454638
173 7230173  English       qualified    59                      0.32823636
174 7230174  English       qualified    58                      0.26975747
175 7230175  English       qualified    54                      0.03584190
176 7230176  English       qualified    60                      0.38671525
177 7230177  English       qualified    59                      0.32823636
178 7230178  English       qualified    39                     -0.84134147
179 7230179  English       qualified    66                      0.73758859
180 7230180  English       qualified    36                     -1.01677814
181 7230181  English       qualified    21                     -1.89396150
182 7230182  English       qualified    82                      1.67325085
183 7230183  English       qualified    60                      0.38671525
184 7230184  English       qualified    42                     -0.66590479
185 7230185  English       qualified    40                     -0.78286257
186 7230186  English       qualified    76                      1.32237750
187 7230187  English       qualified    60                      0.38671525
188 7230188  English       qualified    67                      0.79606749
189 7230189  English       qualified    65                      0.67910970
190 7230190  English       qualified    63                      0.56215192
191 7230191  English       qualified    52                     -0.08111588
192 7230192  English       qualified    55                      0.09432079
193 7230193  English       qualified    61                      0.44519414
194 7230194  English       qualified    79                      1.49781418
195 7230195  English       qualified    46                     -0.43198923
196 7230196  English       qualified    54                      0.03584190
197 7230197  English       qualified    55                      0.09432079
198 7230198  English       qualified    72                      1.08846194
199 7230199  English       qualified    77                      1.38085640
200 7230200  English       qualified    32                     -1.25069370
201 7230201  English       qualified    75                      1.26389861
202 7230202  English       qualified    63                      0.56215192
203 7230203  English       qualified    33                     -1.19221481
204 7230204  English       qualified    81                      1.61477196
205 7230205  English       qualified    56                      0.15279968
206 7230206  English       qualified    41                     -0.72438368
207 7230207  English       qualified    30                     -1.36765149
208 7230208  English       qualified    25                     -1.66004594
209 7230209  English       qualified    65                      0.67910970
210 7230210  English       qualified    40                     -0.78286257
211 7230211  English       qualified    59                      0.32823636
212 7230212  English       qualified    54                      0.03584190
213 7230213  English       qualified    50                     -0.19807366
214 7230214  English       qualified    45                     -0.49046812
215 7230215  English       qualified    65                      0.67910970
216 7230216  English       qualified    29                     -1.42613038
217 7230217  English       qualified    63                      0.56215192
218 7230218  English       qualified    88                      2.02412420
219 7230219  English       qualified    35                     -1.07525703
220 7230220  English       qualified    72                      1.08846194
221 7230221  English       qualified    43                     -0.60742590
222 7230222  English       qualified    46                     -0.43198923
223 7230223  English       qualified    45                     -0.49046812
224 7230224  English       qualified    25                     -1.66004594
225 7230225  English       qualified    84                      1.79020863
226 7230226  English       qualified    81                      1.61477196
227 7230227  English       qualified    46                     -0.43198923
228 7230228  English       qualified    19                     -2.01091929
229 7230229  English       qualified    50                     -0.19807366
230 7230230  English       qualified    68                      0.85454638
231 7230231  English       qualified    73                      1.14694083
232 7230232  English       qualified    74                      1.20541972
233 7230233  English       qualified    54                      0.03584190
234 7230234  English       qualified    87                      1.96564531
235 7230235  Spanish       qualified    50                     -0.19807366
236 7230236  English       qualified    27                     -1.54308816
237 7230237  English       qualified    67                      0.79606749
238 7230238  English       qualified    65                      0.67910970
239 7230239  English       qualified    54                      0.03584190
240 7230240  English       qualified    40                     -0.78286257
241 7230241  English       qualified    44                     -0.54894701
242 7230242  English       qualified    58                      0.26975747
243 7230243  English       qualified    39                     -0.84134147
244 7230244  English       qualified    20                     -1.95244040
245 7230245  English       qualified    40                     -0.78286257
246 7230246  English       qualified    68                      0.85454638
247 7230247  English       qualified    54                      0.03584190
248 7230248  English       qualified    61                      0.44519414
249 7230249  English       qualified    62                      0.50367303
250 7230250  English       qualified    73                      1.14694083
251 7230251  English       qualified    68                      0.85454638
252 7230252  English       qualified    56                      0.15279968
253 7230253  English       qualified    74                      1.20541972
254 7230254  English       qualified    31                     -1.30917259
255 7230255  English       qualified    42                     -0.66590479
256 7230256  English       qualified    76                      1.32237750
257 7230257  English       qualified    85                      1.84868752
258 7230258  English       qualified    67                      0.79606749
259 7230259  English       qualified    81                      1.61477196
260 7230260  English       qualified    58                      0.26975747
261 7230261  English       qualified    40                     -0.78286257
262 7230262  English       qualified    46                     -0.43198923
263 7230263  English       qualified    41                     -0.72438368
264 7230264  English       qualified    61                      0.44519414
265 7230265  English       qualified    40                     -0.78286257
266 7230266  English       qualified    33                     -1.19221481
267 7230267  English       qualified    66                      0.73758859
268 7230268  English       qualified    41                     -0.72438368
269 7230269  Spanish       qualified    40                     -0.78286257
270 7230270  English       qualified    60                      0.38671525
271 7230271  English       qualified    58                      0.26975747
272 7230272  English       qualified    29                     -1.42613038
273 7230273  Spanish       qualified    46                     -0.43198923
274 7230274  English       qualified    74                      1.20541972
275 7230275  English       qualified    51                     -0.13959477
276 7230276  English       qualified    74                      1.20541972
277 7230277  English       qualified    52                     -0.08111588
278 7230278  English       qualified    52                     -0.08111588
279 7230279  English       qualified    67                      0.79606749
280 7230280  English       qualified    41                     -0.72438368
281 7230281  English       qualified    76                      1.32237750
282 7230282  English       qualified    48                     -0.31503145
283 7230283  English       qualified    59                      0.32823636
284 7230284  English       qualified    41                     -0.72438368
285 7230285  English       qualified    42                     -0.66590479
286 7230286  English       qualified    64                      0.62063081
287 7230287  English       qualified    51                     -0.13959477
288 7230288  English       qualified    24                     -1.71852483
289 7230289  Spanish       qualified    55                      0.09432079
290 7230290  English       qualified    24                     -1.71852483
291 7230291  English       qualified    75                      1.26389861
292 7230292  English       qualified    72                      1.08846194
293 7230293  English       qualified    60                      0.38671525
294 7230294  English       qualified    70                      0.97150416
295 7230295  English       qualified    50                     -0.19807366
296 7230296  English       qualified    22                     -1.83548261
297 7230297  English       qualified    70                      0.97150416
298 7230298  English       qualified    29                     -1.42613038
299 7230299  English       qualified    48                     -0.31503145
300 7230300  English       qualified    51                     -0.13959477
301 7230301  English       qualified    40                     -0.78286257
302 7230302  English       qualified    66                      0.73758859
303 7230303  English       qualified    67                      0.79606749
304 7230304  English       qualified    47                     -0.37351034
305 7230305  English       qualified    67                      0.79606749
306 7230306  English       qualified    58                      0.26975747
307 7230307  English       qualified    28                     -1.48460927
308 7230308  English       qualified    71                      1.02998305
309 7230309  English       qualified    60                      0.38671525
310 7230310  English       qualified    56                      0.15279968
311 7230311  English       qualified    21                     -1.89396150
312 7230312  English       qualified    47                     -0.37351034
313 7230313  English       qualified    50                     -0.19807366
314 7230314  English       qualified    70                      0.97150416
315 7230315  English       qualified    42                     -0.66590479
316 7230316  English       qualified    71                      1.02998305
317 7230317  English       qualified    49                     -0.25655255
318 7230318  English       qualified    43                     -0.60742590
319 7230319  English       qualified    41                     -0.72438368
320 7230320  English       qualified    57                      0.21127857
321 7230321  English       qualified    61                      0.44519414
322 7230322  English       qualified    70                      0.97150416
323 7230323  English       qualified    70                      0.97150416
324 7230324  English       qualified    67                      0.79606749
325 7230325  English       qualified    27                     -1.54308816
326 7230326  English       qualified    89                      2.08260309
327 7230327  English       qualified    34                     -1.13373592
328 7230328  English       qualified    32                     -1.25069370
329 7230329  English       qualified    24                     -1.71852483
330 7230330  English       qualified    73                      1.14694083
331 7230331  English       qualified    32                     -1.25069370
332 7230332  English       qualified    63                      0.56215192
333 7230333  English       qualified    70                      0.97150416
334 7230334  English       qualified    40                     -0.78286257
335 7230335  English       qualified    53                     -0.02263699
336 7230336  English       qualified    29                     -1.42613038
337 7230337  English       qualified    38                     -0.89982036
338 7230338  Spanish       qualified    53                     -0.02263699
339 7230339  English       qualified    59                      0.32823636
340 7230340  English       qualified    59                      0.32823636
341 7230341  English       qualified    55                      0.09432079
342 7230342  English       qualified    71                      1.02998305
343 7230343  English       qualified    47                     -0.37351034
344 7230344  English       qualified    49                     -0.25655255
345 7230345  English       qualified    83                      1.73172974
346 7230346  English       qualified    29                     -1.42613038
347 7230347  English       qualified    27                     -1.54308816
348 7230348  English       qualified    47                     -0.37351034
349 7230349  English       qualified    24                     -1.71852483
350 7230350  English       qualified    64                      0.62063081
351 7230351  English       qualified    56                      0.15279968
352 7230352  English       qualified    74                      1.20541972
353 7230353  English       qualified    54                      0.03584190
354 7230354  English       qualified    31                     -1.30917259
355 7230355  Spanish       qualified    52                     -0.08111588
356 7230356  English       qualified    81                      1.61477196
357 7230357  English       qualified    21                     -1.89396150
358 7230358  English       qualified    20                     -1.95244040
359 7230359  English       qualified    63                      0.56215192
360 7230360  English       qualified    33                     -1.19221481
361 7230361  English       qualified    28                     -1.48460927
362 7230362  English       qualified    31                     -1.30917259
363 7230363  English       qualified    70                      0.97150416
364 7230364  English       qualified    53                     -0.02263699
365 7230365  English       qualified    69                      0.91302527
366 7230366  English       qualified    30                     -1.36765149
367 7230367  English       qualified    43                     -0.60742590
368 7230368  English       qualified    55                      0.09432079
369 7230369  English       qualified    36                     -1.01677814
370 7230370  English       qualified    46                     -0.43198923
371 7230371  English       qualified    34                     -1.13373592
372 7230372  English       qualified    21                     -1.89396150
373 7230373  English       qualified    24                     -1.71852483
374 7230374  English       qualified    29                     -1.42613038
375 7230375  English       qualified    24                     -1.71852483
376 7230376  English       qualified    27                     -1.54308816
377 7230377  English       qualified    26                     -1.60156705
378 7230378  English       qualified    27                     -1.54308816
379 7230379  English       qualified    23                     -1.77700372
380 7230380  English       qualified    59                      0.32823636
381 7230381  English       qualified    24                     -1.71852483
382 7230382  English       qualified    28                     -1.48460927
383 7230383  English       qualified    88                      2.02412420
384 7230384  English       qualified    23                     -1.77700372
385 7230385  English       qualified    43                     -0.60742590
386 7230386  English       qualified    74                      1.20541972
387 7230387  English       qualified    38                     -0.89982036
388 7230388  English       qualified    53                     -0.02263699
389 7230389  English       qualified    28                     -1.48460927
390 7230390  English       qualified    30                     -1.36765149
391 7230391  English       qualified    18                     -2.06939818
392 7230392  English       qualified    61                      0.44519414
393 7230393  English       qualified    59                      0.32823636
394 7230394  English       qualified    59                      0.32823636
395 7230395  English       qualified    26                     -1.60156705
396 7230396  English       qualified    50                     -0.19807366
397 7230397  English       qualified    57                      0.21127857
398 7230398  English       qualified    34                     -1.13373592
399 7230399  English       qualified    26                     -1.60156705
400 7230400  Spanish       qualified    32                     -1.25069370
401 7230401  English       qualified    27                     -1.54308816
402 7230402  English       qualified    22                     -1.83548261
403 7230403  English       qualified    69                      0.91302527
404 7230404  English       qualified    69                      0.91302527
405 7230405  English       qualified    71                      1.02998305
406 7230406  English       qualified    37                     -0.95829925
407 7230407  English       qualified    62                      0.50367303
408 7230408  English       qualified    30                     -1.36765149
409 7230409  English       qualified    23                     -1.77700372
410 7230410  English       qualified    36                     -1.01677814
411 7230411  English       qualified    39                     -0.84134147
412 7230412  English       qualified    44                     -0.54894701
413 7230413  English       qualified    66                      0.73758859
414 7230414  English       qualified    56                      0.15279968
415 7230415  English       qualified    53                     -0.02263699
416 7230416  English       qualified    60                      0.38671525
417 7230417  English       qualified    34                     -1.13373592
418 7230418  English       qualified    42                     -0.66590479
419 7230419  English       qualified    47                     -0.37351034
420 7230420  English       qualified    66                      0.73758859
421 7230421  English       qualified    34                     -1.13373592
422 7230422  English       qualified    64                      0.62063081
423 7230423  English       qualified    44                     -0.54894701
424 7230424  English       qualified    58                      0.26975747
425 7230425  English       qualified    46                     -0.43198923
426 7230426  English       qualified    33                     -1.19221481
427 7230427  English       qualified    74                      1.20541972
428 7230428  English       qualified    35                     -1.07525703
429 7230429  English       qualified    39                     -0.84134147
430 7230430  English       qualified    75                      1.26389861
431 7230431  English       qualified    18                     -2.06939818
432 7230432  English       qualified    31                     -1.30917259
433 7230433  English       qualified    39                     -0.84134147
434 7230434  English       qualified    57                      0.21127857
435 7230435  English       qualified    43                     -0.60742590
436 7230436  English       qualified    39                     -0.84134147
437 7230437  English       qualified    20                     -1.95244040
438 7230438  English       qualified    65                      0.67910970
439 7230439  English       qualified    59                      0.32823636
440 7230440  English       qualified    30                     -1.36765149
441 7230441  English       qualified    57                      0.21127857
442 7230442  English       qualified    82                      1.67325085
443 7230443  English       qualified    26                     -1.60156705
444 7230444  English       qualified    32                     -1.25069370
445 7230445  English       qualified    60                      0.38671525
446 7230446  English       qualified    55                      0.09432079
447 7230447  English       qualified    65                      0.67910970
448 7230448  English       qualified    74                      1.20541972
449 7230449  Spanish       qualified    37                     -0.95829925
450 7230450  English       qualified    46                     -0.43198923
451 7230451  English       qualified    59                      0.32823636
452 7230452  English       qualified    41                     -0.72438368
453 7230453  English       qualified    47                     -0.37351034
454 7230454  English       qualified    56                      0.15279968
455 7230455  English       qualified    46                     -0.43198923
456 7230456  English       qualified    73                      1.14694083
457 7230457  English       qualified    58                      0.26975747
458 7230458  English       qualified    32                     -1.25069370
459 7230459  English       qualified    69                      0.91302527
460 7230460  English       qualified    29                     -1.42613038
461 7230461  English       qualified    57                      0.21127857
462 7230462  English       qualified    40                     -0.78286257
463 7230463  English       qualified    61                      0.44519414
464 7230464  English       qualified    66                      0.73758859
465 7230465  English       qualified    73                      1.14694083
466 7230466  English       qualified    20                     -1.95244040
467 7230467  English       qualified    47                     -0.37351034
468 7230468  English       qualified    26                     -1.60156705
469 7230469  English       qualified    66                      0.73758859
470 7230470  English       qualified    83                      1.73172974
471 7230471  English       qualified    60                      0.38671525
472 7230472  English       qualified    66                      0.73758859
473 7230473  English       qualified    62                      0.50367303
474 7230474  English       qualified    52                     -0.08111588
475 7230475  English       qualified    42                     -0.66590479
476 7230476  English       qualified    56                      0.15279968
477 7230477  English       qualified    27                     -1.54308816
478 7230478  English       qualified    67                      0.79606749
479 7230479  English       qualified    64                      0.62063081
480 7230480  English       qualified    57                      0.21127857
481 7230481  English       qualified    44                     -0.54894701
482 7230482  Spanish       qualified    55                      0.09432079
483 7230483  English       qualified    53                     -0.02263699
484 7230484  English       qualified    36                     -1.01677814
485 7230485  English       qualified    70                      0.97150416
486 7230486  Spanish       qualified    45                     -0.49046812
487 7230487  English       qualified    54                      0.03584190
488 7230488  English       qualified    79                      1.49781418
489 7230489  English       qualified    34                     -1.13373592
490 7230490  English       qualified    44                     -0.54894701
491 7230491  Spanish       qualified    39                     -0.84134147
492 7230492  English       qualified    54                      0.03584190
493 7230493  English       qualified    44                     -0.54894701
494 7230494  English       qualified    30                     -1.36765149
495 7230495  English       qualified    63                      0.56215192
496 7230496  English       qualified    65                      0.67910970
497 7230497  English       qualified    59                      0.32823636
498 7230498  English       qualified    49                     -0.25655255
499 7230499  English       qualified    68                      0.85454638
500 7230500  English       qualified    41                     -0.72438368
501 7230501  English       qualified    28                     -1.48460927
502 7230502  English       qualified    49                     -0.25655255
503 7230503  English       qualified    39                     -0.84134147
504 7230504  English       qualified    29                     -1.42613038
505 7230505  English       qualified    36                     -1.01677814
506 7230506  English       qualified    49                     -0.25655255
507 7230507  English       qualified    68                      0.85454638
508 7230508  English       qualified    41                     -0.72438368
509 7230509  English       qualified    44                     -0.54894701
510 7230510  English       qualified    73                      1.14694083
511 7230511  English       qualified    56                      0.15279968
512 7230512  English       qualified    55                      0.09432079
513 7230513  English       qualified    68                      0.85454638
514 7230514  English       qualified    30                     -1.36765149
515 7230515  English       qualified    59                      0.32823636
516 7230516  English       qualified    62                      0.50367303
517 7230517  English       qualified    68                      0.85454638
518 7230518  Spanish       qualified    53                     -0.02263699
519 7230519  English       qualified    70                      0.97150416
520 7230520  English       qualified    42                     -0.66590479
521 7230521  English       qualified    28                     -1.48460927
522 7230522  English       qualified    32                     -1.25069370
523 7230523  English       qualified    24                     -1.71852483
524 7230524  English       qualified    58                      0.26975747
525 7230525  English       qualified    64                      0.62063081
526 7230526  English       qualified    21                     -1.89396150
527 7230527  English       qualified    56                      0.15279968
                                                             ppeduc5
1   High school graduate (high school diploma or the equivalent GED)
2                                               Bachelor\x92s degree
3   High school graduate (high school diploma or the equivalent GED)
4                                               Bachelor\x92s degree
5   High school graduate (high school diploma or the equivalent GED)
6                                               Bachelor\x92s degree
7                                        Master\x92s degree or above
8                                               Bachelor\x92s degree
9                                               Bachelor\x92s degree
10                                       Master\x92s degree or above
11  High school graduate (high school diploma or the equivalent GED)
12                                       Master\x92s degree or above
13                                       Master\x92s degree or above
14  High school graduate (high school diploma or the equivalent GED)
15  High school graduate (high school diploma or the equivalent GED)
16  High school graduate (high school diploma or the equivalent GED)
17                                  Some college or Associate degree
18                                  Some college or Associate degree
19  High school graduate (high school diploma or the equivalent GED)
20  High school graduate (high school diploma or the equivalent GED)
21                                       Master\x92s degree or above
22                                       Master\x92s degree or above
23                                  Some college or Associate degree
24                                  Some college or Associate degree
25  High school graduate (high school diploma or the equivalent GED)
26                                              Bachelor\x92s degree
27                                       Master\x92s degree or above
28                                       Master\x92s degree or above
29                                       Master\x92s degree or above
30  High school graduate (high school diploma or the equivalent GED)
31                                              Bachelor\x92s degree
32                                              Bachelor\x92s degree
33                                  Some college or Associate degree
34                                       Master\x92s degree or above
35                                              Bachelor\x92s degree
36                                              Bachelor\x92s degree
37  High school graduate (high school diploma or the equivalent GED)
38                                              Bachelor\x92s degree
39                                  Some college or Associate degree
40  High school graduate (high school diploma or the equivalent GED)
41                                  Some college or Associate degree
42                                       Master\x92s degree or above
43                                  Some college or Associate degree
44                                              Bachelor\x92s degree
45                                  Some college or Associate degree
46                                              Bachelor\x92s degree
47                                       Master\x92s degree or above
48                                       Master\x92s degree or above
49                                  Some college or Associate degree
50  High school graduate (high school diploma or the equivalent GED)
51                                              Bachelor\x92s degree
52  High school graduate (high school diploma or the equivalent GED)
53                                  Some college or Associate degree
54                                              Bachelor\x92s degree
55  High school graduate (high school diploma or the equivalent GED)
56                                  Some college or Associate degree
57                                       Master\x92s degree or above
58  High school graduate (high school diploma or the equivalent GED)
59  High school graduate (high school diploma or the equivalent GED)
60                                       Master\x92s degree or above
61                                  Some college or Associate degree
62                                  Some college or Associate degree
63                                  Some college or Associate degree
64  High school graduate (high school diploma or the equivalent GED)
65                                  Some college or Associate degree
66                                  Some college or Associate degree
67                                       Master\x92s degree or above
68                                  Some college or Associate degree
69  High school graduate (high school diploma or the equivalent GED)
70                                  Some college or Associate degree
71                                  Some college or Associate degree
72  High school graduate (high school diploma or the equivalent GED)
73                                              Bachelor\x92s degree
74  High school graduate (high school diploma or the equivalent GED)
75  High school graduate (high school diploma or the equivalent GED)
76  High school graduate (high school diploma or the equivalent GED)
77  High school graduate (high school diploma or the equivalent GED)
78                                  Some college or Associate degree
79                                  Some college or Associate degree
80                                              Bachelor\x92s degree
81                                  Some college or Associate degree
82                                  Some college or Associate degree
83  High school graduate (high school diploma or the equivalent GED)
84                                       Master\x92s degree or above
85  High school graduate (high school diploma or the equivalent GED)
86                                     No high school diploma or GED
87                                              Bachelor\x92s degree
88                                       Master\x92s degree or above
89                                              Bachelor\x92s degree
90                                              Bachelor\x92s degree
91                                       Master\x92s degree or above
92                                  Some college or Associate degree
93                                       Master\x92s degree or above
94  High school graduate (high school diploma or the equivalent GED)
95                                  Some college or Associate degree
96                                              Bachelor\x92s degree
97                                              Bachelor\x92s degree
98                                       Master\x92s degree or above
99                                  Some college or Associate degree
100                                    No high school diploma or GED
101 High school graduate (high school diploma or the equivalent GED)
102                                    No high school diploma or GED
103                                 Some college or Associate degree
104                                 Some college or Associate degree
105                                 Some college or Associate degree
106 High school graduate (high school diploma or the equivalent GED)
107                                             Bachelor\x92s degree
108                                      Master\x92s degree or above
109 High school graduate (high school diploma or the equivalent GED)
110                                      Master\x92s degree or above
111 High school graduate (high school diploma or the equivalent GED)
112 High school graduate (high school diploma or the equivalent GED)
113                                 Some college or Associate degree
114 High school graduate (high school diploma or the equivalent GED)
115                                             Bachelor\x92s degree
116                                      Master\x92s degree or above
117                                             Bachelor\x92s degree
118                                 Some college or Associate degree
119                                      Master\x92s degree or above
120                                             Bachelor\x92s degree
121                                 Some college or Associate degree
122                                    No high school diploma or GED
123 High school graduate (high school diploma or the equivalent GED)
124                                             Bachelor\x92s degree
125                                 Some college or Associate degree
126 High school graduate (high school diploma or the equivalent GED)
127 High school graduate (high school diploma or the equivalent GED)
128                                 Some college or Associate degree
129 High school graduate (high school diploma or the equivalent GED)
130                                 Some college or Associate degree
131 High school graduate (high school diploma or the equivalent GED)
132                                 Some college or Associate degree
133                                             Bachelor\x92s degree
134 High school graduate (high school diploma or the equivalent GED)
135                                             Bachelor\x92s degree
136 High school graduate (high school diploma or the equivalent GED)
137                                             Bachelor\x92s degree
138                                      Master\x92s degree or above
139                                             Bachelor\x92s degree
140                                      Master\x92s degree or above
141                                      Master\x92s degree or above
142                                      Master\x92s degree or above
143                                      Master\x92s degree or above
144 High school graduate (high school diploma or the equivalent GED)
145                                             Bachelor\x92s degree
146                                             Bachelor\x92s degree
147                                 Some college or Associate degree
148                                             Bachelor\x92s degree
149                                             Bachelor\x92s degree
150                                      Master\x92s degree or above
151                                 Some college or Associate degree
152                                 Some college or Associate degree
153 High school graduate (high school diploma or the equivalent GED)
154 High school graduate (high school diploma or the equivalent GED)
155                                 Some college or Associate degree
156 High school graduate (high school diploma or the equivalent GED)
157                                    No high school diploma or GED
158 High school graduate (high school diploma or the equivalent GED)
159                                      Master\x92s degree or above
160                                             Bachelor\x92s degree
161                                      Master\x92s degree or above
162                                 Some college or Associate degree
163                                 Some college or Associate degree
164                                      Master\x92s degree or above
165                                 Some college or Associate degree
166 High school graduate (high school diploma or the equivalent GED)
167                                 Some college or Associate degree
168                                 Some college or Associate degree
169                                      Master\x92s degree or above
170                                      Master\x92s degree or above
171                                             Bachelor\x92s degree
172                                 Some college or Associate degree
173                                 Some college or Associate degree
174                                      Master\x92s degree or above
175                                 Some college or Associate degree
176                                      Master\x92s degree or above
177                                 Some college or Associate degree
178 High school graduate (high school diploma or the equivalent GED)
179                                 Some college or Associate degree
180                                             Bachelor\x92s degree
181                                    No high school diploma or GED
182                                      Master\x92s degree or above
183 High school graduate (high school diploma or the equivalent GED)
184                                    No high school diploma or GED
185                                 Some college or Associate degree
186                                      Master\x92s degree or above
187                                 Some college or Associate degree
188 High school graduate (high school diploma or the equivalent GED)
189                                             Bachelor\x92s degree
190                                      Master\x92s degree or above
191 High school graduate (high school diploma or the equivalent GED)
192                                 Some college or Associate degree
193                                             Bachelor\x92s degree
194 High school graduate (high school diploma or the equivalent GED)
195                                 Some college or Associate degree
196                                             Bachelor\x92s degree
197                                 Some college or Associate degree
198 High school graduate (high school diploma or the equivalent GED)
199                                 Some college or Associate degree
200                                             Bachelor\x92s degree
201                                 Some college or Associate degree
202                                      Master\x92s degree or above
203                                      Master\x92s degree or above
204                                 Some college or Associate degree
205                                 Some college or Associate degree
206                                      Master\x92s degree or above
207 High school graduate (high school diploma or the equivalent GED)
208                                             Bachelor\x92s degree
209                                 Some college or Associate degree
210                                             Bachelor\x92s degree
211                                      Master\x92s degree or above
212                                    No high school diploma or GED
213 High school graduate (high school diploma or the equivalent GED)
214                                 Some college or Associate degree
215                                      Master\x92s degree or above
216 High school graduate (high school diploma or the equivalent GED)
217                                 Some college or Associate degree
218                                             Bachelor\x92s degree
219                                 Some college or Associate degree
220                                             Bachelor\x92s degree
221 High school graduate (high school diploma or the equivalent GED)
222                                      Master\x92s degree or above
223 High school graduate (high school diploma or the equivalent GED)
224                                 Some college or Associate degree
225                                             Bachelor\x92s degree
226 High school graduate (high school diploma or the equivalent GED)
227 High school graduate (high school diploma or the equivalent GED)
228                                 Some college or Associate degree
229 High school graduate (high school diploma or the equivalent GED)
230                                 Some college or Associate degree
231                                      Master\x92s degree or above
232                                 Some college or Associate degree
233                                      Master\x92s degree or above
234 High school graduate (high school diploma or the equivalent GED)
235                                    No high school diploma or GED
236                                 Some college or Associate degree
237                                 Some college or Associate degree
238                                      Master\x92s degree or above
239                                 Some college or Associate degree
240 High school graduate (high school diploma or the equivalent GED)
241                                             Bachelor\x92s degree
242                                      Master\x92s degree or above
243                                             Bachelor\x92s degree
244 High school graduate (high school diploma or the equivalent GED)
245                                      Master\x92s degree or above
246                                 Some college or Associate degree
247 High school graduate (high school diploma or the equivalent GED)
248 High school graduate (high school diploma or the equivalent GED)
249                                             Bachelor\x92s degree
250 High school graduate (high school diploma or the equivalent GED)
251                                 Some college or Associate degree
252                                 Some college or Associate degree
253                                 Some college or Associate degree
254                                             Bachelor\x92s degree
255                                             Bachelor\x92s degree
256                                      Master\x92s degree or above
257                                      Master\x92s degree or above
258                                 Some college or Associate degree
259                                 Some college or Associate degree
260 High school graduate (high school diploma or the equivalent GED)
261                                 Some college or Associate degree
262                                 Some college or Associate degree
263                                             Bachelor\x92s degree
264                                    No high school diploma or GED
265                                    No high school diploma or GED
266                                             Bachelor\x92s degree
267 High school graduate (high school diploma or the equivalent GED)
268                                 Some college or Associate degree
269 High school graduate (high school diploma or the equivalent GED)
270 High school graduate (high school diploma or the equivalent GED)
271                                 Some college or Associate degree
272                                             Bachelor\x92s degree
273                                 Some college or Associate degree
274                                 Some college or Associate degree
275 High school graduate (high school diploma or the equivalent GED)
276                                      Master\x92s degree or above
277                                 Some college or Associate degree
278                                             Bachelor\x92s degree
279                                             Bachelor\x92s degree
280                                      Master\x92s degree or above
281 High school graduate (high school diploma or the equivalent GED)
282                                      Master\x92s degree or above
283 High school graduate (high school diploma or the equivalent GED)
284                                             Bachelor\x92s degree
285                                 Some college or Associate degree
286 High school graduate (high school diploma or the equivalent GED)
287                                 Some college or Associate degree
288                                 Some college or Associate degree
289                                    No high school diploma or GED
290                                      Master\x92s degree or above
291                                             Bachelor\x92s degree
292                                 Some college or Associate degree
293                                      Master\x92s degree or above
294 High school graduate (high school diploma or the equivalent GED)
295                                    No high school diploma or GED
296                                 Some college or Associate degree
297                                 Some college or Associate degree
298                                             Bachelor\x92s degree
299 High school graduate (high school diploma or the equivalent GED)
300                                      Master\x92s degree or above
301 High school graduate (high school diploma or the equivalent GED)
302                                             Bachelor\x92s degree
303                                 Some college or Associate degree
304                                 Some college or Associate degree
305                                 Some college or Associate degree
306 High school graduate (high school diploma or the equivalent GED)
307                                    No high school diploma or GED
308                                             Bachelor\x92s degree
309 High school graduate (high school diploma or the equivalent GED)
310 High school graduate (high school diploma or the equivalent GED)
311 High school graduate (high school diploma or the equivalent GED)
312                                 Some college or Associate degree
313                                 Some college or Associate degree
314                                             Bachelor\x92s degree
315 High school graduate (high school diploma or the equivalent GED)
316 High school graduate (high school diploma or the equivalent GED)
317                                 Some college or Associate degree
318 High school graduate (high school diploma or the equivalent GED)
319                                      Master\x92s degree or above
320                                      Master\x92s degree or above
321 High school graduate (high school diploma or the equivalent GED)
322                                      Master\x92s degree or above
323                                 Some college or Associate degree
324                                      Master\x92s degree or above
325 High school graduate (high school diploma or the equivalent GED)
326                                 Some college or Associate degree
327                                 Some college or Associate degree
328                                             Bachelor\x92s degree
329                                 Some college or Associate degree
330 High school graduate (high school diploma or the equivalent GED)
331                                             Bachelor\x92s degree
332                                             Bachelor\x92s degree
333                                 Some college or Associate degree
334                                             Bachelor\x92s degree
335 High school graduate (high school diploma or the equivalent GED)
336                                             Bachelor\x92s degree
337                                      Master\x92s degree or above
338                                    No high school diploma or GED
339                                 Some college or Associate degree
340                                 Some college or Associate degree
341                                 Some college or Associate degree
342                                      Master\x92s degree or above
343 High school graduate (high school diploma or the equivalent GED)
344 High school graduate (high school diploma or the equivalent GED)
345                                 Some college or Associate degree
346                                 Some college or Associate degree
347                                 Some college or Associate degree
348                                 Some college or Associate degree
349 High school graduate (high school diploma or the equivalent GED)
350                                 Some college or Associate degree
351                                 Some college or Associate degree
352 High school graduate (high school diploma or the equivalent GED)
353                                 Some college or Associate degree
354                                             Bachelor\x92s degree
355                                    No high school diploma or GED
356                                      Master\x92s degree or above
357                                 Some college or Associate degree
358                                 Some college or Associate degree
359                                 Some college or Associate degree
360                                             Bachelor\x92s degree
361 High school graduate (high school diploma or the equivalent GED)
362                                             Bachelor\x92s degree
363 High school graduate (high school diploma or the equivalent GED)
364                                 Some college or Associate degree
365                                 Some college or Associate degree
366                                             Bachelor\x92s degree
367                                 Some college or Associate degree
368                                             Bachelor\x92s degree
369                                             Bachelor\x92s degree
370                                      Master\x92s degree or above
371                                 Some college or Associate degree
372 High school graduate (high school diploma or the equivalent GED)
373 High school graduate (high school diploma or the equivalent GED)
374                                             Bachelor\x92s degree
375 High school graduate (high school diploma or the equivalent GED)
376                                             Bachelor\x92s degree
377                                 Some college or Associate degree
378                                 Some college or Associate degree
379                                             Bachelor\x92s degree
380                                 Some college or Associate degree
381                                 Some college or Associate degree
382                                      Master\x92s degree or above
383                                    No high school diploma or GED
384 High school graduate (high school diploma or the equivalent GED)
385                                    No high school diploma or GED
386                                 Some college or Associate degree
387 High school graduate (high school diploma or the equivalent GED)
388                                 Some college or Associate degree
389 High school graduate (high school diploma or the equivalent GED)
390                                      Master\x92s degree or above
391                                    No high school diploma or GED
392                                             Bachelor\x92s degree
393 High school graduate (high school diploma or the equivalent GED)
394                                             Bachelor\x92s degree
395                                 Some college or Associate degree
396                                 Some college or Associate degree
397                                             Bachelor\x92s degree
398                                      Master\x92s degree or above
399                                             Bachelor\x92s degree
400                                      Master\x92s degree or above
401                                      Master\x92s degree or above
402                                 Some college or Associate degree
403                                 Some college or Associate degree
404 High school graduate (high school diploma or the equivalent GED)
405                                             Bachelor\x92s degree
406                                      Master\x92s degree or above
407                                             Bachelor\x92s degree
408                                             Bachelor\x92s degree
409                                    No high school diploma or GED
410                                      Master\x92s degree or above
411                                    No high school diploma or GED
412                                 Some college or Associate degree
413                                      Master\x92s degree or above
414                                      Master\x92s degree or above
415                                    No high school diploma or GED
416                                 Some college or Associate degree
417                                             Bachelor\x92s degree
418                                 Some college or Associate degree
419                                             Bachelor\x92s degree
420                                 Some college or Associate degree
421                                             Bachelor\x92s degree
422                                             Bachelor\x92s degree
423 High school graduate (high school diploma or the equivalent GED)
424                                      Master\x92s degree or above
425 High school graduate (high school diploma or the equivalent GED)
426                                      Master\x92s degree or above
427                                      Master\x92s degree or above
428                                 Some college or Associate degree
429                                 Some college or Associate degree
430                                      Master\x92s degree or above
431 High school graduate (high school diploma or the equivalent GED)
432 High school graduate (high school diploma or the equivalent GED)
433                                      Master\x92s degree or above
434                                             Bachelor\x92s degree
435                                      Master\x92s degree or above
436 High school graduate (high school diploma or the equivalent GED)
437 High school graduate (high school diploma or the equivalent GED)
438                                      Master\x92s degree or above
439                                      Master\x92s degree or above
440                                             Bachelor\x92s degree
441                                    No high school diploma or GED
442                                             Bachelor\x92s degree
443 High school graduate (high school diploma or the equivalent GED)
444 High school graduate (high school diploma or the equivalent GED)
445                                      Master\x92s degree or above
446                                 Some college or Associate degree
447 High school graduate (high school diploma or the equivalent GED)
448                                 Some college or Associate degree
449 High school graduate (high school diploma or the equivalent GED)
450                                             Bachelor\x92s degree
451                                 Some college or Associate degree
452                                      Master\x92s degree or above
453                                             Bachelor\x92s degree
454 High school graduate (high school diploma or the equivalent GED)
455                                 Some college or Associate degree
456                                             Bachelor\x92s degree
457                                 Some college or Associate degree
458                                             Bachelor\x92s degree
459                                 Some college or Associate degree
460 High school graduate (high school diploma or the equivalent GED)
461                                             Bachelor\x92s degree
462                                 Some college or Associate degree
463                                 Some college or Associate degree
464                                             Bachelor\x92s degree
465                                             Bachelor\x92s degree
466 High school graduate (high school diploma or the equivalent GED)
467                                      Master\x92s degree or above
468                                 Some college or Associate degree
469                                 Some college or Associate degree
470                                      Master\x92s degree or above
471 High school graduate (high school diploma or the equivalent GED)
472                                    No high school diploma or GED
473                                             Bachelor\x92s degree
474 High school graduate (high school diploma or the equivalent GED)
475                                    No high school diploma or GED
476                                 Some college or Associate degree
477                                 Some college or Associate degree
478                                             Bachelor\x92s degree
479                                             Bachelor\x92s degree
480                                      Master\x92s degree or above
481                                             Bachelor\x92s degree
482                                    No high school diploma or GED
483                                      Master\x92s degree or above
484                                 Some college or Associate degree
485                                      Master\x92s degree or above
486                                    No high school diploma or GED
487                                      Master\x92s degree or above
488 High school graduate (high school diploma or the equivalent GED)
489                                 Some college or Associate degree
490                                 Some college or Associate degree
491 High school graduate (high school diploma or the equivalent GED)
492                                             Bachelor\x92s degree
493                                    No high school diploma or GED
494                                 Some college or Associate degree
495 High school graduate (high school diploma or the equivalent GED)
496                                 Some college or Associate degree
497 High school graduate (high school diploma or the equivalent GED)
498                                 Some college or Associate degree
499 High school graduate (high school diploma or the equivalent GED)
500                                             Bachelor\x92s degree
501                                      Master\x92s degree or above
502                                      Master\x92s degree or above
503 High school graduate (high school diploma or the equivalent GED)
504 High school graduate (high school diploma or the equivalent GED)
505                                      Master\x92s degree or above
506                                      Master\x92s degree or above
507 High school graduate (high school diploma or the equivalent GED)
508                                 Some college or Associate degree
509                                 Some college or Associate degree
510                                      Master\x92s degree or above
511                                             Bachelor\x92s degree
512 High school graduate (high school diploma or the equivalent GED)
513                                 Some college or Associate degree
514 High school graduate (high school diploma or the equivalent GED)
515                                 Some college or Associate degree
516                                             Bachelor\x92s degree
517 High school graduate (high school diploma or the equivalent GED)
518 High school graduate (high school diploma or the equivalent GED)
519 High school graduate (high school diploma or the equivalent GED)
520                                 Some college or Associate degree
521                                 Some college or Associate degree
522                                      Master\x92s degree or above
523                                             Bachelor\x92s degree
524                                    No high school diploma or GED
525 High school graduate (high school diploma or the equivalent GED)
526 High school graduate (high school diploma or the equivalent GED)
527                                             Bachelor\x92s degree
                      ppeducat ppgender                 ppethm pphhsize
1                  High school   Female    White, Non-Hispanic        2
2   Bachelors degree or higher     Male    White, Non-Hispanic        2
3                  High school     Male    White, Non-Hispanic        2
4   Bachelors degree or higher   Female    White, Non-Hispanic        1
5                  High school     Male    White, Non-Hispanic        3
6   Bachelors degree or higher     Male    White, Non-Hispanic        2
7   Bachelors degree or higher     Male    Other, Non-Hispanic        3
8   Bachelors degree or higher     Male    Black, Non-Hispanic        2
9   Bachelors degree or higher   Female    White, Non-Hispanic        2
10  Bachelors degree or higher     Male    Other, Non-Hispanic        4
11                 High school     Male    White, Non-Hispanic        2
12  Bachelors degree or higher     Male    White, Non-Hispanic        1
13  Bachelors degree or higher     Male    White, Non-Hispanic        1
14                 High school   Female    White, Non-Hispanic        2
15                 High school   Female    White, Non-Hispanic        2
16                 High school     Male    White, Non-Hispanic        3
17                Some college     Male    White, Non-Hispanic        2
18                Some college   Female    White, Non-Hispanic        2
19                 High school   Female    White, Non-Hispanic        2
20                 High school     Male    White, Non-Hispanic        1
21  Bachelors degree or higher   Female    White, Non-Hispanic        2
22  Bachelors degree or higher     Male    White, Non-Hispanic        2
23                Some college     Male    White, Non-Hispanic        3
24                Some college     Male    White, Non-Hispanic        2
25                 High school     Male    White, Non-Hispanic        2
26  Bachelors degree or higher   Female               Hispanic        1
27  Bachelors degree or higher     Male    Other, Non-Hispanic        1
28  Bachelors degree or higher     Male    White, Non-Hispanic        2
29  Bachelors degree or higher     Male    White, Non-Hispanic        2
30                 High school     Male    White, Non-Hispanic        2
31  Bachelors degree or higher   Female    White, Non-Hispanic        3
32  Bachelors degree or higher   Female    White, Non-Hispanic        2
33                Some college   Female    White, Non-Hispanic        2
34  Bachelors degree or higher     Male    White, Non-Hispanic        5
35  Bachelors degree or higher     Male    White, Non-Hispanic        1
36  Bachelors degree or higher     Male               Hispanic        2
37                 High school     Male    White, Non-Hispanic        4
38  Bachelors degree or higher   Female    Other, Non-Hispanic        5
39                Some college     Male    White, Non-Hispanic        6
40                 High school     Male    White, Non-Hispanic        2
41                Some college   Female    White, Non-Hispanic        4
42  Bachelors degree or higher     Male    White, Non-Hispanic        1
43                Some college   Female    Black, Non-Hispanic        2
44  Bachelors degree or higher   Female    White, Non-Hispanic        2
45                Some college   Female    White, Non-Hispanic        2
46  Bachelors degree or higher   Female    White, Non-Hispanic        3
47  Bachelors degree or higher   Female    White, Non-Hispanic        2
48  Bachelors degree or higher     Male    White, Non-Hispanic        2
49                Some college     Male    White, Non-Hispanic        2
50                 High school     Male    White, Non-Hispanic        2
51  Bachelors degree or higher     Male    White, Non-Hispanic        2
52                 High school   Female    White, Non-Hispanic        2
53                Some college   Female    White, Non-Hispanic        2
54  Bachelors degree or higher     Male    White, Non-Hispanic        2
55                 High school   Female    White, Non-Hispanic        1
56                Some college     Male               Hispanic        3
57  Bachelors degree or higher     Male    Other, Non-Hispanic        4
58                 High school   Female    White, Non-Hispanic        2
59                 High school   Female    White, Non-Hispanic        2
60  Bachelors degree or higher     Male    Other, Non-Hispanic        2
61                Some college   Female    White, Non-Hispanic        2
62                Some college   Female    White, Non-Hispanic        2
63                Some college   Female    White, Non-Hispanic        4
64                 High school   Female    White, Non-Hispanic        1
65                Some college   Female    White, Non-Hispanic        1
66                Some college   Female    White, Non-Hispanic        2
67  Bachelors degree or higher   Female    White, Non-Hispanic        2
68                Some college   Female    White, Non-Hispanic        2
69                 High school     Male    Other, Non-Hispanic        5
70                Some college   Female    White, Non-Hispanic        4
71                Some college     Male    White, Non-Hispanic        2
72                 High school     Male    White, Non-Hispanic        2
73  Bachelors degree or higher     Male    White, Non-Hispanic        3
74                 High school   Female    White, Non-Hispanic        2
75                 High school   Female    White, Non-Hispanic        1
76                 High school   Female    White, Non-Hispanic        2
77                 High school     Male    White, Non-Hispanic        2
78                Some college     Male    White, Non-Hispanic        2
79                Some college   Female    White, Non-Hispanic        3
80  Bachelors degree or higher     Male    White, Non-Hispanic        3
81                Some college     Male    White, Non-Hispanic        2
82                Some college   Female    White, Non-Hispanic        5
83                 High school   Female    White, Non-Hispanic        2
84  Bachelors degree or higher     Male    White, Non-Hispanic        2
85                 High school     Male    Black, Non-Hispanic        2
86       Less than high school   Female    White, Non-Hispanic        2
87  Bachelors degree or higher   Female    Other, Non-Hispanic        3
88  Bachelors degree or higher   Female    White, Non-Hispanic        2
89  Bachelors degree or higher   Female    White, Non-Hispanic        2
90  Bachelors degree or higher   Female    White, Non-Hispanic        2
91  Bachelors degree or higher     Male               Hispanic        2
92                Some college   Female    White, Non-Hispanic        2
93  Bachelors degree or higher     Male    White, Non-Hispanic        2
94                 High school   Female    White, Non-Hispanic        2
95                Some college   Female    White, Non-Hispanic        2
96  Bachelors degree or higher     Male    White, Non-Hispanic        1
97  Bachelors degree or higher     Male    White, Non-Hispanic        2
98  Bachelors degree or higher     Male    White, Non-Hispanic        4
99                Some college   Female    White, Non-Hispanic        2
100      Less than high school   Female    White, Non-Hispanic        6
101                High school   Female    White, Non-Hispanic        4
102      Less than high school     Male    White, Non-Hispanic        2
103               Some college   Female    White, Non-Hispanic        2
104               Some college   Female    White, Non-Hispanic        1
105               Some college   Female    White, Non-Hispanic        1
106                High school   Female 2+ Races, Non-Hispanic        2
107 Bachelors degree or higher     Male    White, Non-Hispanic        1
108 Bachelors degree or higher   Female    White, Non-Hispanic        1
109                High school   Female    White, Non-Hispanic        2
110 Bachelors degree or higher     Male    White, Non-Hispanic        4
111                High school   Female    White, Non-Hispanic        3
112                High school   Female               Hispanic        3
113               Some college     Male    White, Non-Hispanic        3
114                High school     Male 2+ Races, Non-Hispanic        6
115 Bachelors degree or higher     Male    White, Non-Hispanic        2
116 Bachelors degree or higher     Male               Hispanic        2
117 Bachelors degree or higher     Male    White, Non-Hispanic        2
118               Some college     Male    White, Non-Hispanic        6
119 Bachelors degree or higher     Male               Hispanic        1
120 Bachelors degree or higher     Male    White, Non-Hispanic        4
121               Some college   Female    White, Non-Hispanic        3
122      Less than high school   Female               Hispanic        5
123                High school     Male    White, Non-Hispanic        2
124 Bachelors degree or higher     Male               Hispanic        3
125               Some college     Male    White, Non-Hispanic        3
126                High school   Female    White, Non-Hispanic        1
127                High school     Male    White, Non-Hispanic        2
128               Some college   Female    White, Non-Hispanic        3
129                High school     Male    White, Non-Hispanic        2
130               Some college   Female    White, Non-Hispanic        3
131                High school   Female    White, Non-Hispanic        2
132               Some college   Female    White, Non-Hispanic        5
133 Bachelors degree or higher     Male    White, Non-Hispanic        1
134                High school     Male    White, Non-Hispanic        2
135 Bachelors degree or higher   Female    White, Non-Hispanic        2
136                High school   Female    White, Non-Hispanic        2
137 Bachelors degree or higher   Female    White, Non-Hispanic        3
138 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        3
139 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        1
140 Bachelors degree or higher     Male    White, Non-Hispanic        2
141 Bachelors degree or higher   Female    White, Non-Hispanic        3
142 Bachelors degree or higher     Male    White, Non-Hispanic        5
143 Bachelors degree or higher     Male    Other, Non-Hispanic        2
144                High school     Male    Black, Non-Hispanic        5
145 Bachelors degree or higher     Male    White, Non-Hispanic        4
146 Bachelors degree or higher   Female    Other, Non-Hispanic        2
147               Some college     Male    Other, Non-Hispanic        1
148 Bachelors degree or higher     Male    White, Non-Hispanic        5
149 Bachelors degree or higher     Male    White, Non-Hispanic        2
150 Bachelors degree or higher     Male    Other, Non-Hispanic        1
151               Some college   Female    White, Non-Hispanic        3
152               Some college   Female    White, Non-Hispanic        2
153                High school   Female    White, Non-Hispanic        2
154                High school     Male    White, Non-Hispanic        6
155               Some college   Female    White, Non-Hispanic        3
156                High school   Female    Black, Non-Hispanic        2
157      Less than high school     Male               Hispanic        2
158                High school     Male    Black, Non-Hispanic        4
159 Bachelors degree or higher   Female    White, Non-Hispanic        1
160 Bachelors degree or higher   Female    White, Non-Hispanic        4
161 Bachelors degree or higher     Male    White, Non-Hispanic        6
162               Some college   Female    White, Non-Hispanic        1
163               Some college     Male    White, Non-Hispanic        2
164 Bachelors degree or higher   Female    White, Non-Hispanic        2
165               Some college     Male    White, Non-Hispanic        2
166                High school     Male    White, Non-Hispanic        1
167               Some college   Female    White, Non-Hispanic        4
168               Some college     Male    White, Non-Hispanic        2
169 Bachelors degree or higher   Female    White, Non-Hispanic        3
170 Bachelors degree or higher     Male    White, Non-Hispanic        6
171 Bachelors degree or higher   Female    White, Non-Hispanic        4
172               Some college     Male    White, Non-Hispanic        1
173               Some college     Male    White, Non-Hispanic        1
174 Bachelors degree or higher   Female    White, Non-Hispanic        6
175               Some college   Female    White, Non-Hispanic        2
176 Bachelors degree or higher     Male    White, Non-Hispanic        3
177               Some college   Female    White, Non-Hispanic        2
178                High school   Female               Hispanic        3
179               Some college     Male    White, Non-Hispanic        2
180 Bachelors degree or higher     Male    White, Non-Hispanic        3
181      Less than high school     Male    White, Non-Hispanic        4
182 Bachelors degree or higher     Male    White, Non-Hispanic        2
183                High school     Male    White, Non-Hispanic        1
184      Less than high school     Male               Hispanic        2
185               Some college   Female    White, Non-Hispanic        2
186 Bachelors degree or higher   Female    White, Non-Hispanic        1
187               Some college   Female    White, Non-Hispanic        3
188                High school   Female    White, Non-Hispanic        2
189 Bachelors degree or higher     Male    White, Non-Hispanic        4
190 Bachelors degree or higher   Female    White, Non-Hispanic        5
191                High school   Female    White, Non-Hispanic        1
192               Some college     Male    White, Non-Hispanic        1
193 Bachelors degree or higher     Male    Black, Non-Hispanic        4
194                High school   Female    White, Non-Hispanic        1
195               Some college     Male    White, Non-Hispanic        3
196 Bachelors degree or higher   Female    White, Non-Hispanic        2
197               Some college     Male    White, Non-Hispanic        2
198                High school     Male    White, Non-Hispanic        1
199               Some college     Male    White, Non-Hispanic        5
200 Bachelors degree or higher   Female    White, Non-Hispanic        5
201               Some college     Male    White, Non-Hispanic        2
202 Bachelors degree or higher   Female    Black, Non-Hispanic        1
203 Bachelors degree or higher   Female    White, Non-Hispanic        3
204               Some college   Female 2+ Races, Non-Hispanic        3
205               Some college   Female    White, Non-Hispanic        2
206 Bachelors degree or higher   Female    White, Non-Hispanic        4
207                High school     Male    White, Non-Hispanic        4
208 Bachelors degree or higher     Male               Hispanic        4
209               Some college     Male    White, Non-Hispanic        2
210 Bachelors degree or higher   Female    Other, Non-Hispanic        4
211 Bachelors degree or higher     Male    White, Non-Hispanic        3
212      Less than high school     Male    Black, Non-Hispanic        3
213                High school   Female    Black, Non-Hispanic        2
214               Some college   Female    White, Non-Hispanic        3
215 Bachelors degree or higher     Male    White, Non-Hispanic        3
216                High school     Male               Hispanic        5
217               Some college     Male    White, Non-Hispanic        1
218 Bachelors degree or higher   Female    White, Non-Hispanic        2
219               Some college     Male    White, Non-Hispanic        6
220 Bachelors degree or higher   Female    Other, Non-Hispanic        1
221                High school   Female    White, Non-Hispanic        2
222 Bachelors degree or higher   Female    Black, Non-Hispanic        1
223                High school     Male    White, Non-Hispanic        4
224               Some college   Female    White, Non-Hispanic        2
225 Bachelors degree or higher     Male    White, Non-Hispanic        2
226                High school     Male    White, Non-Hispanic        2
227                High school   Female    White, Non-Hispanic        2
228               Some college   Female 2+ Races, Non-Hispanic        4
229                High school   Female    White, Non-Hispanic        1
230               Some college   Female    White, Non-Hispanic        1
231 Bachelors degree or higher   Female    White, Non-Hispanic        2
232               Some college     Male    Black, Non-Hispanic        2
233 Bachelors degree or higher   Female    White, Non-Hispanic        3
234                High school   Female    White, Non-Hispanic        2
235      Less than high school     Male               Hispanic        4
236               Some college   Female    Black, Non-Hispanic        2
237               Some college     Male    White, Non-Hispanic        2
238 Bachelors degree or higher     Male    White, Non-Hispanic        2
239               Some college   Female 2+ Races, Non-Hispanic        3
240                High school   Female 2+ Races, Non-Hispanic        5
241 Bachelors degree or higher     Male    White, Non-Hispanic        4
242 Bachelors degree or higher   Female    White, Non-Hispanic        3
243 Bachelors degree or higher   Female    Other, Non-Hispanic        3
244                High school   Female    White, Non-Hispanic        4
245 Bachelors degree or higher     Male               Hispanic        2
246               Some college     Male    White, Non-Hispanic        2
247                High school   Female    Black, Non-Hispanic        4
248                High school     Male    White, Non-Hispanic        2
249 Bachelors degree or higher   Female    White, Non-Hispanic        1
250                High school   Female    White, Non-Hispanic        2
251               Some college     Male    Black, Non-Hispanic        2
252               Some college     Male               Hispanic        3
253               Some college   Female               Hispanic        3
254 Bachelors degree or higher     Male    White, Non-Hispanic        4
255 Bachelors degree or higher     Male    White, Non-Hispanic        4
256 Bachelors degree or higher     Male    White, Non-Hispanic        2
257 Bachelors degree or higher     Male    White, Non-Hispanic        1
258               Some college   Female    White, Non-Hispanic        2
259               Some college     Male    White, Non-Hispanic        2
260                High school     Male    White, Non-Hispanic        4
261               Some college   Female    White, Non-Hispanic        4
262               Some college     Male    White, Non-Hispanic        5
263 Bachelors degree or higher   Female    White, Non-Hispanic        6
264      Less than high school   Female    White, Non-Hispanic        1
265      Less than high school   Female    White, Non-Hispanic        3
266 Bachelors degree or higher     Male    White, Non-Hispanic        3
267                High school   Female    White, Non-Hispanic        1
268               Some college     Male    White, Non-Hispanic        2
269                High school   Female               Hispanic        2
270                High school   Female    White, Non-Hispanic        2
271               Some college   Female    White, Non-Hispanic        1
272 Bachelors degree or higher     Male    White, Non-Hispanic        2
273               Some college     Male               Hispanic        5
274               Some college   Female    White, Non-Hispanic        2
275                High school     Male    White, Non-Hispanic        2
276 Bachelors degree or higher     Male    White, Non-Hispanic        3
277               Some college     Male    White, Non-Hispanic        4
278 Bachelors degree or higher   Female    White, Non-Hispanic        5
279 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        2
280 Bachelors degree or higher   Female    White, Non-Hispanic        4
281                High school   Female    White, Non-Hispanic        1
282 Bachelors degree or higher     Male    Other, Non-Hispanic        4
283                High school     Male    White, Non-Hispanic        2
284 Bachelors degree or higher     Male    White, Non-Hispanic        3
285               Some college   Female    Black, Non-Hispanic        4
286                High school   Female    White, Non-Hispanic        1
287               Some college   Female    Black, Non-Hispanic        2
288               Some college     Male    White, Non-Hispanic        3
289      Less than high school     Male               Hispanic        2
290 Bachelors degree or higher   Female    White, Non-Hispanic        1
291 Bachelors degree or higher     Male    White, Non-Hispanic        2
292               Some college   Female    White, Non-Hispanic        2
293 Bachelors degree or higher     Male    White, Non-Hispanic        3
294                High school   Female    White, Non-Hispanic        2
295      Less than high school     Male    White, Non-Hispanic        2
296               Some college     Male    White, Non-Hispanic        4
297               Some college     Male    Black, Non-Hispanic        2
298 Bachelors degree or higher   Female    White, Non-Hispanic        2
299                High school   Female    White, Non-Hispanic        4
300 Bachelors degree or higher   Female    Other, Non-Hispanic        1
301                High school     Male    White, Non-Hispanic        5
302 Bachelors degree or higher     Male    White, Non-Hispanic        2
303               Some college   Female    White, Non-Hispanic        3
304               Some college     Male               Hispanic        4
305               Some college     Male    White, Non-Hispanic        2
306                High school     Male    White, Non-Hispanic        3
307      Less than high school     Male               Hispanic        6
308 Bachelors degree or higher     Male    White, Non-Hispanic        3
309                High school   Female    White, Non-Hispanic        1
310                High school     Male    White, Non-Hispanic        2
311                High school   Female    White, Non-Hispanic        3
312               Some college   Female    White, Non-Hispanic        3
313               Some college     Male    White, Non-Hispanic        4
314 Bachelors degree or higher   Female    White, Non-Hispanic        3
315                High school   Female    White, Non-Hispanic        3
316                High school     Male    White, Non-Hispanic        3
317               Some college     Male    White, Non-Hispanic        3
318                High school     Male    White, Non-Hispanic        3
319 Bachelors degree or higher   Female    White, Non-Hispanic        5
320 Bachelors degree or higher     Male    White, Non-Hispanic        2
321                High school   Female    White, Non-Hispanic        2
322 Bachelors degree or higher     Male    White, Non-Hispanic        2
323               Some college   Female    White, Non-Hispanic        2
324 Bachelors degree or higher     Male    White, Non-Hispanic        1
325                High school     Male    White, Non-Hispanic        4
326               Some college   Female    Black, Non-Hispanic        2
327               Some college     Male    White, Non-Hispanic        4
328 Bachelors degree or higher   Female    White, Non-Hispanic        4
329               Some college     Male    White, Non-Hispanic        4
330                High school   Female    White, Non-Hispanic        3
331 Bachelors degree or higher   Female               Hispanic        3
332 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        2
333               Some college     Male               Hispanic        3
334 Bachelors degree or higher     Male    Other, Non-Hispanic        4
335                High school   Female 2+ Races, Non-Hispanic        5
336 Bachelors degree or higher   Female    White, Non-Hispanic        1
337 Bachelors degree or higher     Male    White, Non-Hispanic        5
338      Less than high school     Male               Hispanic        3
339               Some college     Male    White, Non-Hispanic        2
340               Some college   Female    White, Non-Hispanic        3
341               Some college     Male    White, Non-Hispanic        3
342 Bachelors degree or higher   Female    White, Non-Hispanic        1
343                High school     Male    White, Non-Hispanic        2
344                High school     Male 2+ Races, Non-Hispanic        2
345               Some college     Male    White, Non-Hispanic        2
346               Some college     Male    White, Non-Hispanic        4
347               Some college     Male    White, Non-Hispanic        3
348               Some college     Male    White, Non-Hispanic        2
349                High school     Male    White, Non-Hispanic        3
350               Some college     Male    White, Non-Hispanic        1
351               Some college     Male    White, Non-Hispanic        6
352                High school     Male    White, Non-Hispanic        2
353               Some college     Male    White, Non-Hispanic        1
354 Bachelors degree or higher     Male               Hispanic        1
355      Less than high school   Female               Hispanic        2
356 Bachelors degree or higher   Female    White, Non-Hispanic        1
357               Some college   Female    White, Non-Hispanic        3
358               Some college   Female    White, Non-Hispanic        2
359               Some college   Female    White, Non-Hispanic        2
360 Bachelors degree or higher   Female    Other, Non-Hispanic        4
361                High school   Female    White, Non-Hispanic        3
362 Bachelors degree or higher     Male    Other, Non-Hispanic        2
363                High school     Male    White, Non-Hispanic        1
364               Some college   Female    White, Non-Hispanic        3
365               Some college     Male    White, Non-Hispanic        2
366 Bachelors degree or higher     Male    Other, Non-Hispanic        5
367               Some college     Male               Hispanic        3
368 Bachelors degree or higher   Female    White, Non-Hispanic        3
369 Bachelors degree or higher     Male    White, Non-Hispanic        2
370 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        5
371               Some college   Female    White, Non-Hispanic        4
372                High school   Female    White, Non-Hispanic        3
373                High school   Female    White, Non-Hispanic        1
374 Bachelors degree or higher     Male    White, Non-Hispanic        2
375                High school     Male    Black, Non-Hispanic        4
376 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        3
377               Some college     Male    White, Non-Hispanic        1
378               Some college     Male    Black, Non-Hispanic        3
379 Bachelors degree or higher     Male    White, Non-Hispanic        3
380               Some college     Male    White, Non-Hispanic        5
381               Some college   Female    White, Non-Hispanic        4
382 Bachelors degree or higher     Male    White, Non-Hispanic        4
383      Less than high school     Male    White, Non-Hispanic        1
384                High school   Female    White, Non-Hispanic        3
385      Less than high school     Male               Hispanic        1
386               Some college     Male    White, Non-Hispanic        1
387                High school   Female    White, Non-Hispanic        1
388               Some college     Male    White, Non-Hispanic        3
389                High school   Female    White, Non-Hispanic        3
390 Bachelors degree or higher     Male    White, Non-Hispanic        4
391      Less than high school   Female    Black, Non-Hispanic        5
392 Bachelors degree or higher   Female    White, Non-Hispanic        3
393                High school   Female               Hispanic        1
394 Bachelors degree or higher   Female    White, Non-Hispanic        2
395               Some college     Male    White, Non-Hispanic        3
396               Some college   Female 2+ Races, Non-Hispanic        6
397 Bachelors degree or higher     Male    White, Non-Hispanic        3
398 Bachelors degree or higher     Male    White, Non-Hispanic        5
399 Bachelors degree or higher     Male    White, Non-Hispanic        2
400 Bachelors degree or higher     Male               Hispanic        5
401 Bachelors degree or higher   Female    White, Non-Hispanic        1
402               Some college     Male    White, Non-Hispanic        6
403               Some college   Female    White, Non-Hispanic        4
404                High school   Female               Hispanic        2
405 Bachelors degree or higher     Male    White, Non-Hispanic        2
406 Bachelors degree or higher   Female    Other, Non-Hispanic        1
407 Bachelors degree or higher   Female    White, Non-Hispanic        2
408 Bachelors degree or higher     Male    White, Non-Hispanic        2
409      Less than high school   Female    White, Non-Hispanic        3
410 Bachelors degree or higher     Male               Hispanic        3
411      Less than high school     Male    White, Non-Hispanic        2
412               Some college     Male    White, Non-Hispanic        4
413 Bachelors degree or higher   Female    White, Non-Hispanic        2
414 Bachelors degree or higher     Male    White, Non-Hispanic        2
415      Less than high school     Male    White, Non-Hispanic        1
416               Some college   Female    White, Non-Hispanic        2
417 Bachelors degree or higher   Female    Other, Non-Hispanic        2
418               Some college     Male    White, Non-Hispanic        5
419 Bachelors degree or higher     Male    White, Non-Hispanic        3
420               Some college     Male    White, Non-Hispanic        2
421 Bachelors degree or higher     Male    White, Non-Hispanic        1
422 Bachelors degree or higher   Female    White, Non-Hispanic        2
423                High school     Male    White, Non-Hispanic        1
424 Bachelors degree or higher     Male    White, Non-Hispanic        2
425                High school   Female    White, Non-Hispanic        1
426 Bachelors degree or higher     Male    White, Non-Hispanic        1
427 Bachelors degree or higher     Male               Hispanic        2
428               Some college     Male 2+ Races, Non-Hispanic        2
429               Some college     Male    Black, Non-Hispanic        4
430 Bachelors degree or higher     Male    White, Non-Hispanic        2
431                High school   Female    White, Non-Hispanic        3
432                High school   Female    White, Non-Hispanic        5
433 Bachelors degree or higher     Male    White, Non-Hispanic        2
434 Bachelors degree or higher   Female    White, Non-Hispanic        2
435 Bachelors degree or higher     Male    Other, Non-Hispanic        3
436                High school   Female               Hispanic        4
437                High school   Female               Hispanic        4
438 Bachelors degree or higher     Male    White, Non-Hispanic        2
439 Bachelors degree or higher   Female    White, Non-Hispanic        4
440 Bachelors degree or higher   Female    White, Non-Hispanic        4
441      Less than high school     Male    White, Non-Hispanic        2
442 Bachelors degree or higher   Female    White, Non-Hispanic        3
443                High school   Female               Hispanic        2
444                High school     Male    White, Non-Hispanic        4
445 Bachelors degree or higher   Female    White, Non-Hispanic        2
446               Some college   Female               Hispanic        3
447                High school     Male    White, Non-Hispanic        1
448               Some college     Male    White, Non-Hispanic        4
449                High school   Female               Hispanic        5
450 Bachelors degree or higher     Male    White, Non-Hispanic        4
451               Some college     Male    White, Non-Hispanic        1
452 Bachelors degree or higher   Female    White, Non-Hispanic        4
453 Bachelors degree or higher   Female    White, Non-Hispanic        4
454                High school     Male    White, Non-Hispanic        2
455               Some college   Female               Hispanic        4
456 Bachelors degree or higher   Female    White, Non-Hispanic        2
457               Some college   Female    White, Non-Hispanic        2
458 Bachelors degree or higher   Female    White, Non-Hispanic        3
459               Some college     Male    White, Non-Hispanic        3
460                High school   Female               Hispanic        2
461 Bachelors degree or higher     Male    Black, Non-Hispanic        2
462               Some college   Female    White, Non-Hispanic        5
463               Some college     Male    White, Non-Hispanic        2
464 Bachelors degree or higher     Male 2+ Races, Non-Hispanic        2
465 Bachelors degree or higher     Male    White, Non-Hispanic        2
466                High school     Male               Hispanic        5
467 Bachelors degree or higher     Male    White, Non-Hispanic        4
468               Some college   Female    White, Non-Hispanic        3
469               Some college   Female    White, Non-Hispanic        6
470 Bachelors degree or higher     Male    White, Non-Hispanic        2
471                High school   Female    Black, Non-Hispanic        2
472      Less than high school     Male    White, Non-Hispanic        3
473 Bachelors degree or higher   Female    White, Non-Hispanic        1
474                High school     Male    White, Non-Hispanic        2
475      Less than high school     Male               Hispanic        5
476               Some college   Female               Hispanic        4
477               Some college   Female    White, Non-Hispanic        4
478 Bachelors degree or higher     Male               Hispanic        2
479 Bachelors degree or higher     Male    White, Non-Hispanic        2
480 Bachelors degree or higher     Male    White, Non-Hispanic        3
481 Bachelors degree or higher   Female    White, Non-Hispanic        4
482      Less than high school     Male               Hispanic        1
483 Bachelors degree or higher     Male    White, Non-Hispanic        4
484               Some college     Male    White, Non-Hispanic        4
485 Bachelors degree or higher   Female    White, Non-Hispanic        2
486      Less than high school     Male               Hispanic        4
487 Bachelors degree or higher   Female    White, Non-Hispanic        2
488                High school   Female    White, Non-Hispanic        3
489               Some college     Male    White, Non-Hispanic        2
490               Some college   Female    White, Non-Hispanic        3
491                High school   Female               Hispanic        2
492 Bachelors degree or higher   Female 2+ Races, Non-Hispanic        3
493      Less than high school   Female    Black, Non-Hispanic        3
494               Some college   Female               Hispanic        2
495                High school   Female    White, Non-Hispanic        2
496               Some college   Female 2+ Races, Non-Hispanic        2
497                High school   Female    White, Non-Hispanic        4
498               Some college     Male    White, Non-Hispanic        2
499                High school   Female    White, Non-Hispanic        2
500 Bachelors degree or higher   Female    White, Non-Hispanic        1
501 Bachelors degree or higher     Male    White, Non-Hispanic        1
502 Bachelors degree or higher   Female    White, Non-Hispanic        1
503                High school     Male    White, Non-Hispanic        5
504                High school     Male    White, Non-Hispanic        4
505 Bachelors degree or higher   Female    White, Non-Hispanic        2
506 Bachelors degree or higher     Male    White, Non-Hispanic        5
507                High school   Female    Black, Non-Hispanic        2
508               Some college   Female    White, Non-Hispanic        3
509               Some college   Female    White, Non-Hispanic        3
510 Bachelors degree or higher     Male    White, Non-Hispanic        2
511 Bachelors degree or higher   Female    White, Non-Hispanic        2
512                High school   Female    White, Non-Hispanic        2
513               Some college   Female    White, Non-Hispanic        2
514                High school   Female    White, Non-Hispanic        2
515               Some college   Female    White, Non-Hispanic        2
516 Bachelors degree or higher     Male    White, Non-Hispanic        2
517                High school     Male    White, Non-Hispanic        2
518                High school   Female               Hispanic        2
519                High school     Male    White, Non-Hispanic        2
520               Some college   Female    White, Non-Hispanic        4
521               Some college     Male 2+ Races, Non-Hispanic        2
522 Bachelors degree or higher     Male    White, Non-Hispanic        3
523 Bachelors degree or higher     Male    White, Non-Hispanic        1
524      Less than high school   Female 2+ Races, Non-Hispanic        2
525                High school     Male    White, Non-Hispanic        3
526                High school     Male    White, Non-Hispanic        3
527 Bachelors degree or higher   Female    White, Non-Hispanic        4
                  ppinc7      ppmarit5       ppmsacat    ppreg4
1     $25,000 to $49,999   Now Married     Metro area     South
2       $150,000 or more   Now Married     Metro area     South
3   $100,000 to $149,999   Now Married     Metro area     South
4     $25,000 to $49,999      Divorced     Metro area NorthEast
5     $10,000 to $24,999   Now Married     Metro area   MidWest
6     $75,000 to $99,999   Now Married     Metro area   MidWest
7       $150,000 or more Never married     Metro area NorthEast
8     $50,000 to $74,999   Now Married     Metro area     South
9       $150,000 or more   Now Married     Metro area      West
10      $150,000 or more   Now Married Non-metro area NorthEast
11    $25,000 to $49,999 Never married     Metro area NorthEast
12  $100,000 to $149,999      Divorced     Metro area     South
13  $100,000 to $149,999       Widowed     Metro area      West
14    $75,000 to $99,999   Now Married     Metro area      West
15    $75,000 to $99,999       Widowed     Metro area     South
16  $100,000 to $149,999   Now Married     Metro area NorthEast
17    $75,000 to $99,999   Now Married Non-metro area   MidWest
18    $50,000 to $74,999   Now Married     Metro area NorthEast
19    $25,000 to $49,999   Now Married     Metro area   MidWest
20    $25,000 to $49,999   Now Married     Metro area   MidWest
21      $150,000 or more   Now Married     Metro area NorthEast
22      $150,000 or more   Now Married     Metro area      West
23    $75,000 to $99,999   Now Married     Metro area      West
24  $100,000 to $149,999   Now Married     Metro area      West
25    $25,000 to $49,999   Now Married Non-metro area     South
26  $100,000 to $149,999   Now Married     Metro area      West
27  $100,000 to $149,999 Never married     Metro area   MidWest
28    $25,000 to $49,999   Now Married     Metro area     South
29      $150,000 or more   Now Married Non-metro area     South
30    $75,000 to $99,999   Now Married     Metro area NorthEast
31      $150,000 or more   Now Married     Metro area     South
32    $50,000 to $74,999   Now Married     Metro area      West
33  $100,000 to $149,999   Now Married     Metro area      West
34      $150,000 or more   Now Married     Metro area   MidWest
35      $150,000 or more   Now Married     Metro area NorthEast
36      $150,000 or more   Now Married     Metro area     South
37  $100,000 to $149,999   Now Married     Metro area NorthEast
38      $150,000 or more   Now Married     Metro area      West
39    $25,000 to $49,999 Never married     Metro area NorthEast
40      $150,000 or more   Now Married     Metro area      West
41    $10,000 to $24,999 Never married     Metro area      West
42      $150,000 or more   Now Married     Metro area     South
43  $100,000 to $149,999   Now Married     Metro area     South
44    $25,000 to $49,999   Now Married     Metro area     South
45      $150,000 or more   Now Married     Metro area     South
46      $150,000 or more   Now Married     Metro area     South
47      $150,000 or more   Now Married     Metro area   MidWest
48      $150,000 or more   Now Married     Metro area   MidWest
49    $50,000 to $74,999   Now Married Non-metro area NorthEast
50    $50,000 to $74,999   Now Married     Metro area     South
51      $150,000 or more   Now Married     Metro area   MidWest
52    $25,000 to $49,999   Now Married     Metro area NorthEast
53      $150,000 or more   Now Married Non-metro area   MidWest
54  $100,000 to $149,999   Now Married     Metro area     South
55    $75,000 to $99,999   Now Married     Metro area NorthEast
56      $150,000 or more Never married     Metro area      West
57  $100,000 to $149,999      Divorced     Metro area NorthEast
58    $50,000 to $74,999   Now Married     Metro area     South
59    $25,000 to $49,999   Now Married     Metro area     South
60      $150,000 or more      Divorced     Metro area      West
61    $50,000 to $74,999 Never married     Metro area NorthEast
62    $75,000 to $99,999   Now Married     Metro area   MidWest
63  $100,000 to $149,999   Now Married     Metro area   MidWest
64    $10,000 to $24,999      Divorced     Metro area      West
65    $25,000 to $49,999       Widowed     Metro area     South
66    $75,000 to $99,999 Never married     Metro area NorthEast
67      $150,000 or more   Now Married     Metro area     South
68    $50,000 to $74,999       Widowed Non-metro area   MidWest
69      $150,000 or more   Now Married     Metro area      West
70    $50,000 to $74,999   Now Married Non-metro area      West
71    $75,000 to $99,999   Now Married     Metro area NorthEast
72    $25,000 to $49,999   Now Married Non-metro area   MidWest
73  $100,000 to $149,999   Now Married     Metro area     South
74    $25,000 to $49,999   Now Married Non-metro area     South
75      $150,000 or more   Now Married Non-metro area   MidWest
76    $50,000 to $74,999   Now Married     Metro area     South
77    $25,000 to $49,999   Now Married     Metro area NorthEast
78    $50,000 to $74,999   Now Married Non-metro area     South
79     Less than $10,000      Divorced Non-metro area     South
80      $150,000 or more Never married     Metro area   MidWest
81  $100,000 to $149,999 Never married     Metro area     South
82      $150,000 or more   Now Married     Metro area NorthEast
83  $100,000 to $149,999   Now Married     Metro area   MidWest
84    $75,000 to $99,999   Now Married     Metro area NorthEast
85    $10,000 to $24,999   Now Married     Metro area     South
86    $25,000 to $49,999   Now Married     Metro area     South
87    $75,000 to $99,999   Now Married     Metro area      West
88  $100,000 to $149,999   Now Married     Metro area   MidWest
89    $25,000 to $49,999 Never married     Metro area NorthEast
90      $150,000 or more Never married     Metro area   MidWest
91      $150,000 or more Never married     Metro area   MidWest
92    $50,000 to $74,999   Now Married Non-metro area      West
93      $150,000 or more   Now Married     Metro area   MidWest
94  $100,000 to $149,999   Now Married     Metro area NorthEast
95    $50,000 to $74,999   Now Married Non-metro area      West
96    $75,000 to $99,999      Divorced     Metro area      West
97    $50,000 to $74,999   Now Married     Metro area      West
98      $150,000 or more   Now Married     Metro area      West
99      $150,000 or more   Now Married     Metro area      West
100   $50,000 to $74,999       Widowed Non-metro area   MidWest
101     $150,000 or more   Now Married     Metro area   MidWest
102     $150,000 or more   Now Married     Metro area     South
103 $100,000 to $149,999   Now Married     Metro area     South
104 $100,000 to $149,999       Widowed     Metro area     South
105   $50,000 to $74,999      Divorced     Metro area     South
106   $25,000 to $49,999   Now Married     Metro area     South
107   $75,000 to $99,999 Never married     Metro area      West
108   $10,000 to $24,999      Divorced     Metro area   MidWest
109 $100,000 to $149,999   Now Married     Metro area     South
110     $150,000 or more   Now Married     Metro area NorthEast
111   $10,000 to $24,999   Now Married Non-metro area   MidWest
112 $100,000 to $149,999   Now Married     Metro area      West
113   $50,000 to $74,999   Now Married Non-metro area NorthEast
114 $100,000 to $149,999   Now Married     Metro area     South
115 $100,000 to $149,999   Now Married     Metro area   MidWest
116 $100,000 to $149,999   Now Married     Metro area   MidWest
117   $50,000 to $74,999   Now Married Non-metro area   MidWest
118   $25,000 to $49,999   Now Married Non-metro area   MidWest
119   $75,000 to $99,999 Never married     Metro area     South
120     $150,000 or more   Now Married     Metro area   MidWest
121   $10,000 to $24,999 Never married Non-metro area   MidWest
122   $50,000 to $74,999   Now Married     Metro area     South
123   $50,000 to $74,999   Now Married     Metro area      West
124     $150,000 or more   Now Married     Metro area      West
125   $75,000 to $99,999   Now Married     Metro area     South
126   $75,000 to $99,999      Divorced Non-metro area      West
127     $150,000 or more   Now Married     Metro area NorthEast
128   $10,000 to $24,999   Now Married     Metro area   MidWest
129   $50,000 to $74,999   Now Married     Metro area      West
130   $50,000 to $74,999 Never married     Metro area     South
131   $25,000 to $49,999      Divorced     Metro area   MidWest
132   $25,000 to $49,999   Now Married     Metro area NorthEast
133     $150,000 or more   Now Married     Metro area NorthEast
134 $100,000 to $149,999   Now Married Non-metro area     South
135   $25,000 to $49,999       Widowed Non-metro area   MidWest
136   $75,000 to $99,999   Now Married     Metro area   MidWest
137   $10,000 to $24,999 Never married     Metro area     South
138     $150,000 or more   Now Married     Metro area     South
139   $50,000 to $74,999 Never married     Metro area NorthEast
140     $150,000 or more   Now Married     Metro area      West
141     $150,000 or more   Now Married     Metro area     South
142   $75,000 to $99,999   Now Married     Metro area     South
143     $150,000 or more   Now Married     Metro area      West
144 $100,000 to $149,999   Now Married     Metro area     South
145     $150,000 or more   Now Married     Metro area     South
146 $100,000 to $149,999   Now Married     Metro area      West
147 $100,000 to $149,999   Now Married Non-metro area     South
148     $150,000 or more       Widowed     Metro area NorthEast
149     $150,000 or more   Now Married     Metro area      West
150   $50,000 to $74,999 Never married     Metro area      West
151   $10,000 to $24,999 Never married     Metro area   MidWest
152   $50,000 to $74,999   Now Married     Metro area     South
153 $100,000 to $149,999   Now Married     Metro area     South
154 $100,000 to $149,999   Now Married     Metro area   MidWest
155 $100,000 to $149,999   Now Married     Metro area      West
156    Less than $10,000 Never married     Metro area     South
157   $75,000 to $99,999   Now Married     Metro area     South
158   $25,000 to $49,999   Now Married     Metro area     South
159   $75,000 to $99,999 Never married     Metro area      West
160 $100,000 to $149,999   Now Married Non-metro area   MidWest
161     $150,000 or more   Now Married     Metro area     South
162 $100,000 to $149,999   Now Married     Metro area      West
163    Less than $10,000 Never married     Metro area   MidWest
164 $100,000 to $149,999   Now Married     Metro area NorthEast
165 $100,000 to $149,999   Now Married     Metro area     South
166   $25,000 to $49,999   Now Married Non-metro area      West
167   $25,000 to $49,999   Now Married     Metro area   MidWest
168   $75,000 to $99,999       Widowed Non-metro area   MidWest
169 $100,000 to $149,999   Now Married     Metro area     South
170 $100,000 to $149,999   Now Married Non-metro area   MidWest
171     $150,000 or more   Now Married     Metro area     South
172   $10,000 to $24,999      Divorced     Metro area     South
173   $50,000 to $74,999 Never married     Metro area     South
174     $150,000 or more   Now Married     Metro area      West
175   $75,000 to $99,999   Now Married Non-metro area     South
176     $150,000 or more   Now Married     Metro area      West
177     $150,000 or more   Now Married     Metro area     South
178   $25,000 to $49,999   Now Married     Metro area      West
179     $150,000 or more   Now Married     Metro area   MidWest
180   $25,000 to $49,999 Never married     Metro area NorthEast
181   $10,000 to $24,999 Never married     Metro area   MidWest
182 $100,000 to $149,999   Now Married     Metro area     South
183    Less than $10,000 Never married Non-metro area   MidWest
184   $10,000 to $24,999   Now Married     Metro area     South
185   $25,000 to $49,999      Divorced Non-metro area   MidWest
186   $75,000 to $99,999 Never married     Metro area     South
187    Less than $10,000      Divorced Non-metro area      West
188   $25,000 to $49,999   Now Married     Metro area   MidWest
189    Less than $10,000   Now Married     Metro area NorthEast
190     $150,000 or more   Now Married     Metro area     South
191   $25,000 to $49,999      Divorced     Metro area     South
192   $25,000 to $49,999      Divorced     Metro area NorthEast
193 $100,000 to $149,999      Divorced     Metro area      West
194   $50,000 to $74,999       Widowed     Metro area      West
195 $100,000 to $149,999 Never married     Metro area NorthEast
196     $150,000 or more   Now Married     Metro area     South
197     $150,000 or more   Now Married     Metro area   MidWest
198   $25,000 to $49,999   Now Married     Metro area   MidWest
199   $50,000 to $74,999      Divorced     Metro area     South
200   $75,000 to $99,999   Now Married     Metro area   MidWest
201     $150,000 or more   Now Married     Metro area      West
202   $75,000 to $99,999      Divorced     Metro area     South
203     $150,000 or more   Now Married     Metro area     South
204   $50,000 to $74,999      Divorced     Metro area      West
205     $150,000 or more   Now Married Non-metro area     South
206 $100,000 to $149,999   Now Married     Metro area     South
207    Less than $10,000 Never married Non-metro area     South
208   $25,000 to $49,999   Now Married     Metro area      West
209   $50,000 to $74,999   Now Married     Metro area     South
210     $150,000 or more   Now Married     Metro area   MidWest
211 $100,000 to $149,999   Now Married     Metro area     South
212   $75,000 to $99,999 Never married     Metro area      West
213   $50,000 to $74,999 Never married     Metro area NorthEast
214   $75,000 to $99,999   Now Married     Metro area   MidWest
215     $150,000 or more   Now Married     Metro area      West
216 $100,000 to $149,999 Never married     Metro area     South
217   $10,000 to $24,999 Never married     Metro area NorthEast
218   $25,000 to $49,999   Now Married     Metro area   MidWest
219 $100,000 to $149,999   Now Married Non-metro area   MidWest
220 $100,000 to $149,999      Divorced     Metro area NorthEast
221   $10,000 to $24,999      Divorced     Metro area     South
222   $75,000 to $99,999 Never married     Metro area     South
223     $150,000 or more Never married     Metro area      West
224   $75,000 to $99,999   Now Married     Metro area NorthEast
225   $75,000 to $99,999   Now Married     Metro area     South
226   $50,000 to $74,999   Now Married Non-metro area   MidWest
227     $150,000 or more   Now Married     Metro area     South
228   $50,000 to $74,999 Never married     Metro area NorthEast
229   $25,000 to $49,999   Now Married     Metro area NorthEast
230   $50,000 to $74,999      Divorced     Metro area     South
231     $150,000 or more   Now Married     Metro area     South
232 $100,000 to $149,999   Now Married     Metro area NorthEast
233 $100,000 to $149,999   Now Married     Metro area   MidWest
234 $100,000 to $149,999   Now Married     Metro area     South
235   $50,000 to $74,999   Now Married     Metro area      West
236 $100,000 to $149,999 Never married     Metro area     South
237   $50,000 to $74,999   Now Married     Metro area     South
238     $150,000 or more   Now Married     Metro area     South
239     $150,000 or more   Now Married     Metro area NorthEast
240   $50,000 to $74,999   Now Married     Metro area NorthEast
241   $50,000 to $74,999   Now Married     Metro area      West
242     $150,000 or more   Now Married     Metro area NorthEast
243   $75,000 to $99,999   Now Married     Metro area NorthEast
244   $10,000 to $24,999 Never married     Metro area NorthEast
245 $100,000 to $149,999      Divorced     Metro area      West
246 $100,000 to $149,999   Now Married     Metro area   MidWest
247   $25,000 to $49,999 Never married     Metro area     South
248   $25,000 to $49,999   Now Married     Metro area     South
249     $150,000 or more Never married     Metro area     South
250   $50,000 to $74,999   Now Married Non-metro area     South
251   $50,000 to $74,999      Divorced Non-metro area     South
252     $150,000 or more   Now Married     Metro area      West
253   $25,000 to $49,999   Now Married     Metro area      West
254 $100,000 to $149,999   Now Married     Metro area     South
255     $150,000 or more   Now Married     Metro area   MidWest
256   $25,000 to $49,999   Now Married Non-metro area      West
257   $75,000 to $99,999      Divorced     Metro area      West
258   $25,000 to $49,999 Never married     Metro area   MidWest
259   $25,000 to $49,999   Now Married     Metro area NorthEast
260     $150,000 or more   Now Married     Metro area     South
261 $100,000 to $149,999   Now Married     Metro area     South
262   $50,000 to $74,999   Now Married     Metro area      West
263   $75,000 to $99,999   Now Married     Metro area      West
264   $75,000 to $99,999   Now Married     Metro area      West
265   $10,000 to $24,999   Now Married     Metro area   MidWest
266     $150,000 or more   Now Married     Metro area   MidWest
267   $25,000 to $49,999   Now Married     Metro area     South
268   $75,000 to $99,999   Now Married     Metro area     South
269 $100,000 to $149,999     Separated Non-metro area     South
270   $50,000 to $74,999   Now Married     Metro area NorthEast
271   $25,000 to $49,999       Widowed Non-metro area     South
272 $100,000 to $149,999 Never married     Metro area   MidWest
273   $25,000 to $49,999   Now Married     Metro area NorthEast
274 $100,000 to $149,999   Now Married     Metro area     South
275 $100,000 to $149,999   Now Married     Metro area NorthEast
276 $100,000 to $149,999   Now Married     Metro area     South
277 $100,000 to $149,999   Now Married     Metro area     South
278     $150,000 or more     Separated     Metro area     South
279   $50,000 to $74,999   Now Married Non-metro area     South
280 $100,000 to $149,999       Widowed     Metro area      West
281   $10,000 to $24,999      Divorced     Metro area   MidWest
282     $150,000 or more   Now Married     Metro area      West
283 $100,000 to $149,999   Now Married     Metro area   MidWest
284   $25,000 to $49,999   Now Married     Metro area NorthEast
285   $75,000 to $99,999   Now Married     Metro area     South
286    Less than $10,000       Widowed Non-metro area     South
287   $25,000 to $49,999 Never married     Metro area NorthEast
288     $150,000 or more Never married     Metro area     South
289 $100,000 to $149,999     Separated     Metro area      West
290 $100,000 to $149,999 Never married     Metro area     South
291 $100,000 to $149,999   Now Married     Metro area NorthEast
292   $50,000 to $74,999   Now Married Non-metro area NorthEast
293 $100,000 to $149,999   Now Married     Metro area NorthEast
294 $100,000 to $149,999   Now Married     Metro area      West
295   $25,000 to $49,999   Now Married Non-metro area     South
296     $150,000 or more Never married     Metro area      West
297   $50,000 to $74,999   Now Married     Metro area     South
298   $50,000 to $74,999 Never married     Metro area     South
299 $100,000 to $149,999   Now Married     Metro area NorthEast
300   $50,000 to $74,999   Now Married     Metro area      West
301   $25,000 to $49,999   Now Married     Metro area     South
302 $100,000 to $149,999   Now Married     Metro area     South
303   $50,000 to $74,999     Separated     Metro area      West
304   $25,000 to $49,999   Now Married     Metro area      West
305   $75,000 to $99,999   Now Married     Metro area     South
306   $75,000 to $99,999   Now Married     Metro area   MidWest
307   $75,000 to $99,999 Never married     Metro area      West
308   $10,000 to $24,999 Never married     Metro area   MidWest
309   $25,000 to $49,999       Widowed     Metro area     South
310   $50,000 to $74,999 Never married     Metro area   MidWest
311     $150,000 or more Never married     Metro area NorthEast
312 $100,000 to $149,999   Now Married     Metro area      West
313   $25,000 to $49,999   Now Married     Metro area      West
314   $25,000 to $49,999 Never married Non-metro area   MidWest
315   $50,000 to $74,999   Now Married Non-metro area     South
316   $50,000 to $74,999   Now Married     Metro area     South
317   $75,000 to $99,999   Now Married     Metro area     South
318 $100,000 to $149,999      Divorced     Metro area      West
319     $150,000 or more   Now Married     Metro area      West
320     $150,000 or more   Now Married     Metro area   MidWest
321   $50,000 to $74,999   Now Married     Metro area NorthEast
322     $150,000 or more   Now Married     Metro area NorthEast
323     $150,000 or more   Now Married     Metro area     South
324     $150,000 or more      Divorced     Metro area NorthEast
325   $75,000 to $99,999 Never married     Metro area NorthEast
326   $10,000 to $24,999   Now Married     Metro area     South
327   $75,000 to $99,999   Now Married     Metro area     South
328     $150,000 or more   Now Married     Metro area   MidWest
329   $75,000 to $99,999 Never married     Metro area NorthEast
330   $10,000 to $24,999   Now Married Non-metro area   MidWest
331     $150,000 or more Never married     Metro area      West
332 $100,000 to $149,999       Widowed     Metro area      West
333 $100,000 to $149,999   Now Married     Metro area      West
334     $150,000 or more   Now Married     Metro area     South
335   $50,000 to $74,999   Now Married     Metro area      West
336   $75,000 to $99,999 Never married     Metro area     South
337     $150,000 or more   Now Married     Metro area      West
338   $25,000 to $49,999   Now Married     Metro area     South
339 $100,000 to $149,999   Now Married     Metro area   MidWest
340     $150,000 or more   Now Married     Metro area NorthEast
341 $100,000 to $149,999   Now Married Non-metro area     South
342   $25,000 to $49,999      Divorced Non-metro area      West
343 $100,000 to $149,999   Now Married     Metro area     South
344 $100,000 to $149,999   Now Married     Metro area NorthEast
345   $50,000 to $74,999   Now Married     Metro area     South
346 $100,000 to $149,999 Never married     Metro area   MidWest
347   $50,000 to $74,999   Now Married     Metro area     South
348   $10,000 to $24,999   Now Married Non-metro area   MidWest
349   $75,000 to $99,999 Never married     Metro area     South
350   $75,000 to $99,999   Now Married Non-metro area   MidWest
351 $100,000 to $149,999   Now Married     Metro area     South
352     $150,000 or more   Now Married     Metro area NorthEast
353   $75,000 to $99,999   Now Married     Metro area NorthEast
354   $50,000 to $74,999 Never married     Metro area     South
355   $25,000 to $49,999   Now Married     Metro area      West
356   $50,000 to $74,999       Widowed Non-metro area NorthEast
357     $150,000 or more Never married     Metro area     South
358     $150,000 or more Never married     Metro area      West
359   $75,000 to $99,999   Now Married     Metro area      West
360     $150,000 or more Never married     Metro area      West
361   $50,000 to $74,999 Never married     Metro area   MidWest
362     $150,000 or more   Now Married     Metro area   MidWest
363   $25,000 to $49,999       Widowed     Metro area NorthEast
364   $75,000 to $99,999      Divorced     Metro area     South
365 $100,000 to $149,999   Now Married     Metro area      West
366 $100,000 to $149,999 Never married     Metro area     South
367     $150,000 or more   Now Married     Metro area NorthEast
368     $150,000 or more   Now Married     Metro area   MidWest
369     $150,000 or more   Now Married     Metro area      West
370     $150,000 or more   Now Married     Metro area   MidWest
371   $10,000 to $24,999   Now Married Non-metro area     South
372     $150,000 or more Never married Non-metro area     South
373    Less than $10,000 Never married Non-metro area   MidWest
374   $25,000 to $49,999 Never married     Metro area NorthEast
375    Less than $10,000 Never married     Metro area     South
376 $100,000 to $149,999 Never married     Metro area NorthEast
377    Less than $10,000 Never married     Metro area NorthEast
378 $100,000 to $149,999 Never married     Metro area   MidWest
379 $100,000 to $149,999 Never married     Metro area NorthEast
380   $25,000 to $49,999   Now Married Non-metro area   MidWest
381     $150,000 or more Never married     Metro area     South
382   $75,000 to $99,999 Never married     Metro area   MidWest
383   $75,000 to $99,999       Widowed     Metro area   MidWest
384   $50,000 to $74,999 Never married     Metro area     South
385   $10,000 to $24,999 Never married     Metro area NorthEast
386   $75,000 to $99,999   Now Married     Metro area   MidWest
387    Less than $10,000 Never married     Metro area     South
388   $50,000 to $74,999   Now Married     Metro area   MidWest
389    Less than $10,000       Widowed Non-metro area     South
390     $150,000 or more   Now Married     Metro area      West
391   $10,000 to $24,999 Never married     Metro area     South
392   $25,000 to $49,999       Widowed     Metro area NorthEast
393   $10,000 to $24,999      Divorced     Metro area     South
394   $75,000 to $99,999   Now Married Non-metro area   MidWest
395     $150,000 or more Never married     Metro area      West
396   $10,000 to $24,999   Now Married     Metro area     South
397     $150,000 or more   Now Married Non-metro area      West
398   $75,000 to $99,999   Now Married     Metro area   MidWest
399 $100,000 to $149,999   Now Married     Metro area     South
400   $75,000 to $99,999     Separated     Metro area NorthEast
401 $100,000 to $149,999 Never married     Metro area   MidWest
402     $150,000 or more Never married     Metro area   MidWest
403     $150,000 or more   Now Married     Metro area   MidWest
404     $150,000 or more   Now Married     Metro area      West
405   $50,000 to $74,999   Now Married     Metro area      West
406     $150,000 or more Never married     Metro area      West
407   $75,000 to $99,999   Now Married     Metro area   MidWest
408 $100,000 to $149,999   Now Married Non-metro area   MidWest
409   $25,000 to $49,999 Never married     Metro area     South
410     $150,000 or more   Now Married     Metro area   MidWest
411   $50,000 to $74,999   Now Married     Metro area      West
412     $150,000 or more   Now Married     Metro area      West
413     $150,000 or more   Now Married     Metro area      West
414     $150,000 or more Never married     Metro area     South
415   $25,000 to $49,999 Never married     Metro area   MidWest
416   $25,000 to $49,999   Now Married     Metro area     South
417     $150,000 or more Never married     Metro area NorthEast
418 $100,000 to $149,999   Now Married     Metro area      West
419     $150,000 or more      Divorced     Metro area NorthEast
420   $25,000 to $49,999      Divorced     Metro area     South
421   $50,000 to $74,999 Never married     Metro area     South
422     $150,000 or more   Now Married     Metro area     South
423    Less than $10,000 Never married     Metro area     South
424     $150,000 or more   Now Married Non-metro area     South
425   $25,000 to $49,999      Divorced Non-metro area     South
426     $150,000 or more Never married     Metro area   MidWest
427     $150,000 or more   Now Married     Metro area NorthEast
428   $50,000 to $74,999   Now Married     Metro area   MidWest
429   $75,000 to $99,999   Now Married     Metro area NorthEast
430     $150,000 or more      Divorced     Metro area     South
431   $75,000 to $99,999 Never married     Metro area   MidWest
432   $50,000 to $74,999   Now Married     Metro area   MidWest
433   $50,000 to $74,999   Now Married     Metro area     South
434 $100,000 to $149,999   Now Married     Metro area   MidWest
435   $25,000 to $49,999   Now Married     Metro area NorthEast
436   $25,000 to $49,999     Separated     Metro area NorthEast
437   $25,000 to $49,999 Never married Non-metro area   MidWest
438 $100,000 to $149,999   Now Married     Metro area   MidWest
439   $75,000 to $99,999   Now Married     Metro area     South
440     $150,000 or more   Now Married     Metro area      West
441   $25,000 to $49,999   Now Married     Metro area     South
442   $25,000 to $49,999       Widowed     Metro area      West
443   $75,000 to $99,999 Never married     Metro area NorthEast
444 $100,000 to $149,999   Now Married     Metro area     South
445   $50,000 to $74,999       Widowed Non-metro area     South
446     $150,000 or more   Now Married     Metro area      West
447   $75,000 to $99,999 Never married     Metro area NorthEast
448 $100,000 to $149,999   Now Married     Metro area NorthEast
449   $25,000 to $49,999 Never married     Metro area   MidWest
450   $75,000 to $99,999   Now Married     Metro area     South
451   $50,000 to $74,999 Never married     Metro area     South
452 $100,000 to $149,999   Now Married     Metro area     South
453     $150,000 or more   Now Married     Metro area     South
454   $25,000 to $49,999      Divorced     Metro area   MidWest
455   $50,000 to $74,999   Now Married     Metro area      West
456   $25,000 to $49,999       Widowed     Metro area     South
457     $150,000 or more   Now Married     Metro area     South
458     $150,000 or more   Now Married     Metro area   MidWest
459 $100,000 to $149,999 Never married     Metro area      West
460   $25,000 to $49,999   Now Married     Metro area     South
461   $75,000 to $99,999   Now Married     Metro area     South
462   $75,000 to $99,999   Now Married Non-metro area     South
463 $100,000 to $149,999      Divorced     Metro area NorthEast
464   $25,000 to $49,999   Now Married     Metro area      West
465     $150,000 or more   Now Married     Metro area   MidWest
466 $100,000 to $149,999 Never married     Metro area      West
467     $150,000 or more   Now Married     Metro area     South
468   $50,000 to $74,999 Never married     Metro area     South
469     $150,000 or more       Widowed     Metro area      West
470     $150,000 or more   Now Married     Metro area NorthEast
471   $25,000 to $49,999       Widowed     Metro area     South
472   $10,000 to $24,999     Separated     Metro area     South
473 $100,000 to $149,999   Now Married     Metro area NorthEast
474 $100,000 to $149,999   Now Married     Metro area     South
475   $25,000 to $49,999     Separated     Metro area     South
476   $50,000 to $74,999 Never married     Metro area      West
477   $50,000 to $74,999   Now Married     Metro area   MidWest
478 $100,000 to $149,999   Now Married     Metro area     South
479   $25,000 to $49,999   Now Married     Metro area   MidWest
480     $150,000 or more   Now Married     Metro area      West
481     $150,000 or more   Now Married Non-metro area   MidWest
482   $50,000 to $74,999      Divorced     Metro area     South
483     $150,000 or more   Now Married     Metro area      West
484   $75,000 to $99,999   Now Married     Metro area      West
485 $100,000 to $149,999 Never married     Metro area      West
486   $10,000 to $24,999   Now Married     Metro area      West
487   $50,000 to $74,999      Divorced     Metro area      West
488   $10,000 to $24,999       Widowed     Metro area      West
489     $150,000 or more   Now Married     Metro area      West
490     $150,000 or more   Now Married     Metro area      West
491    Less than $10,000   Now Married     Metro area     South
492 $100,000 to $149,999   Now Married     Metro area      West
493   $25,000 to $49,999   Now Married     Metro area     South
494   $75,000 to $99,999   Now Married     Metro area      West
495   $25,000 to $49,999   Now Married     Metro area     South
496   $50,000 to $74,999   Now Married     Metro area     South
497   $50,000 to $74,999 Never married     Metro area      West
498     $150,000 or more   Now Married Non-metro area   MidWest
499   $25,000 to $49,999       Widowed Non-metro area   MidWest
500   $50,000 to $74,999      Divorced Non-metro area NorthEast
501     $150,000 or more Never married     Metro area      West
502 $100,000 to $149,999   Now Married     Metro area     South
503   $50,000 to $74,999   Now Married Non-metro area   MidWest
504   $25,000 to $49,999   Now Married Non-metro area   MidWest
505     $150,000 or more Never married     Metro area     South
506     $150,000 or more   Now Married     Metro area   MidWest
507    Less than $10,000 Never married     Metro area     South
508   $10,000 to $24,999 Never married Non-metro area     South
509   $50,000 to $74,999   Now Married     Metro area     South
510     $150,000 or more   Now Married     Metro area     South
511   $50,000 to $74,999   Now Married Non-metro area      West
512     $150,000 or more      Divorced     Metro area   MidWest
513   $50,000 to $74,999       Widowed     Metro area      West
514   $25,000 to $49,999 Never married Non-metro area     South
515 $100,000 to $149,999   Now Married Non-metro area NorthEast
516     $150,000 or more   Now Married     Metro area      West
517   $50,000 to $74,999   Now Married Non-metro area   MidWest
518   $10,000 to $24,999   Now Married     Metro area      West
519   $50,000 to $74,999   Now Married     Metro area     South
520 $100,000 to $149,999   Now Married     Metro area      West
521   $75,000 to $99,999 Never married     Metro area      West
522 $100,000 to $149,999   Now Married     Metro area      West
523   $50,000 to $74,999   Now Married Non-metro area   MidWest
524   $50,000 to $74,999   Now Married     Metro area NorthEast
525     $150,000 or more Never married     Metro area     South
526    Less than $10,000 Never married     Metro area      West
527   $75,000 to $99,999      Divorced     Metro area NorthEast
                                                       pprent
1   Owned or being bought by you or someone in your household
2   Owned or being bought by you or someone in your household
3   Owned or being bought by you or someone in your household
4   Owned or being bought by you or someone in your household
5   Owned or being bought by you or someone in your household
6   Owned or being bought by you or someone in your household
7   Owned or being bought by you or someone in your household
8   Owned or being bought by you or someone in your household
9   Owned or being bought by you or someone in your household
10  Owned or being bought by you or someone in your household
11                      Occupied without payment of cash rent
12                                            Rented for cash
13  Owned or being bought by you or someone in your household
14                                            Rented for cash
15  Owned or being bought by you or someone in your household
16  Owned or being bought by you or someone in your household
17  Owned or being bought by you or someone in your household
18  Owned or being bought by you or someone in your household
19  Owned or being bought by you or someone in your household
20  Owned or being bought by you or someone in your household
21  Owned or being bought by you or someone in your household
22                                            Rented for cash
23  Owned or being bought by you or someone in your household
24  Owned or being bought by you or someone in your household
25  Owned or being bought by you or someone in your household
26  Owned or being bought by you or someone in your household
27  Owned or being bought by you or someone in your household
28  Owned or being bought by you or someone in your household
29  Owned or being bought by you or someone in your household
30  Owned or being bought by you or someone in your household
31  Owned or being bought by you or someone in your household
32  Owned or being bought by you or someone in your household
33  Owned or being bought by you or someone in your household
34  Owned or being bought by you or someone in your household
35  Owned or being bought by you or someone in your household
36  Owned or being bought by you or someone in your household
37  Owned or being bought by you or someone in your household
38  Owned or being bought by you or someone in your household
39                                            Rented for cash
40  Owned or being bought by you or someone in your household
41                                            Rented for cash
42  Owned or being bought by you or someone in your household
43                                            Rented for cash
44  Owned or being bought by you or someone in your household
45                                            Rented for cash
46  Owned or being bought by you or someone in your household
47  Owned or being bought by you or someone in your household
48  Owned or being bought by you or someone in your household
49  Owned or being bought by you or someone in your household
50  Owned or being bought by you or someone in your household
51  Owned or being bought by you or someone in your household
52  Owned or being bought by you or someone in your household
53                                            Rented for cash
54  Owned or being bought by you or someone in your household
55  Owned or being bought by you or someone in your household
56  Owned or being bought by you or someone in your household
57  Owned or being bought by you or someone in your household
58  Owned or being bought by you or someone in your household
59  Owned or being bought by you or someone in your household
60  Owned or being bought by you or someone in your household
61  Owned or being bought by you or someone in your household
62  Owned or being bought by you or someone in your household
63                      Occupied without payment of cash rent
64                                            Rented for cash
65  Owned or being bought by you or someone in your household
66  Owned or being bought by you or someone in your household
67  Owned or being bought by you or someone in your household
68  Owned or being bought by you or someone in your household
69  Owned or being bought by you or someone in your household
70  Owned or being bought by you or someone in your household
71  Owned or being bought by you or someone in your household
72  Owned or being bought by you or someone in your household
73  Owned or being bought by you or someone in your household
74  Owned or being bought by you or someone in your household
75  Owned or being bought by you or someone in your household
76  Owned or being bought by you or someone in your household
77  Owned or being bought by you or someone in your household
78  Owned or being bought by you or someone in your household
79                      Occupied without payment of cash rent
80                                            Rented for cash
81  Owned or being bought by you or someone in your household
82  Owned or being bought by you or someone in your household
83  Owned or being bought by you or someone in your household
84                                            Rented for cash
85  Owned or being bought by you or someone in your household
86  Owned or being bought by you or someone in your household
87  Owned or being bought by you or someone in your household
88  Owned or being bought by you or someone in your household
89                      Occupied without payment of cash rent
90  Owned or being bought by you or someone in your household
91  Owned or being bought by you or someone in your household
92  Owned or being bought by you or someone in your household
93  Owned or being bought by you or someone in your household
94  Owned or being bought by you or someone in your household
95  Owned or being bought by you or someone in your household
96                                            Rented for cash
97  Owned or being bought by you or someone in your household
98  Owned or being bought by you or someone in your household
99  Owned or being bought by you or someone in your household
100 Owned or being bought by you or someone in your household
101 Owned or being bought by you or someone in your household
102 Owned or being bought by you or someone in your household
103 Owned or being bought by you or someone in your household
104                                           Rented for cash
105 Owned or being bought by you or someone in your household
106 Owned or being bought by you or someone in your household
107                                           Rented for cash
108                                           Rented for cash
109 Owned or being bought by you or someone in your household
110 Owned or being bought by you or someone in your household
111 Owned or being bought by you or someone in your household
112 Owned or being bought by you or someone in your household
113 Owned or being bought by you or someone in your household
114 Owned or being bought by you or someone in your household
115 Owned or being bought by you or someone in your household
116 Owned or being bought by you or someone in your household
117 Owned or being bought by you or someone in your household
118 Owned or being bought by you or someone in your household
119 Owned or being bought by you or someone in your household
120 Owned or being bought by you or someone in your household
121 Owned or being bought by you or someone in your household
122                                           Rented for cash
123 Owned or being bought by you or someone in your household
124 Owned or being bought by you or someone in your household
125 Owned or being bought by you or someone in your household
126 Owned or being bought by you or someone in your household
127 Owned or being bought by you or someone in your household
128                                           Rented for cash
129 Owned or being bought by you or someone in your household
130 Owned or being bought by you or someone in your household
131 Owned or being bought by you or someone in your household
132 Owned or being bought by you or someone in your household
133 Owned or being bought by you or someone in your household
134 Owned or being bought by you or someone in your household
135 Owned or being bought by you or someone in your household
136 Owned or being bought by you or someone in your household
137 Owned or being bought by you or someone in your household
138 Owned or being bought by you or someone in your household
139                                           Rented for cash
140 Owned or being bought by you or someone in your household
141 Owned or being bought by you or someone in your household
142 Owned or being bought by you or someone in your household
143 Owned or being bought by you or someone in your household
144 Owned or being bought by you or someone in your household
145 Owned or being bought by you or someone in your household
146 Owned or being bought by you or someone in your household
147                                           Rented for cash
148 Owned or being bought by you or someone in your household
149 Owned or being bought by you or someone in your household
150                                           Rented for cash
151 Owned or being bought by you or someone in your household
152 Owned or being bought by you or someone in your household
153 Owned or being bought by you or someone in your household
154                                           Rented for cash
155 Owned or being bought by you or someone in your household
156                                           Rented for cash
157 Owned or being bought by you or someone in your household
158 Owned or being bought by you or someone in your household
159 Owned or being bought by you or someone in your household
160 Owned or being bought by you or someone in your household
161 Owned or being bought by you or someone in your household
162                     Occupied without payment of cash rent
163                                           Rented for cash
164 Owned or being bought by you or someone in your household
165 Owned or being bought by you or someone in your household
166 Owned or being bought by you or someone in your household
167 Owned or being bought by you or someone in your household
168 Owned or being bought by you or someone in your household
169 Owned or being bought by you or someone in your household
170 Owned or being bought by you or someone in your household
171 Owned or being bought by you or someone in your household
172 Owned or being bought by you or someone in your household
173 Owned or being bought by you or someone in your household
174 Owned or being bought by you or someone in your household
175 Owned or being bought by you or someone in your household
176 Owned or being bought by you or someone in your household
177 Owned or being bought by you or someone in your household
178 Owned or being bought by you or someone in your household
179 Owned or being bought by you or someone in your household
180 Owned or being bought by you or someone in your household
181                                           Rented for cash
182 Owned or being bought by you or someone in your household
183                     Occupied without payment of cash rent
184 Owned or being bought by you or someone in your household
185                                           Rented for cash
186 Owned or being bought by you or someone in your household
187                                           Rented for cash
188 Owned or being bought by you or someone in your household
189 Owned or being bought by you or someone in your household
190 Owned or being bought by you or someone in your household
191                                           Rented for cash
192                                           Rented for cash
193                                           Rented for cash
194 Owned or being bought by you or someone in your household
195 Owned or being bought by you or someone in your household
196 Owned or being bought by you or someone in your household
197 Owned or being bought by you or someone in your household
198 Owned or being bought by you or someone in your household
199 Owned or being bought by you or someone in your household
200 Owned or being bought by you or someone in your household
201 Owned or being bought by you or someone in your household
202 Owned or being bought by you or someone in your household
203 Owned or being bought by you or someone in your household
204                                           Rented for cash
205 Owned or being bought by you or someone in your household
206 Owned or being bought by you or someone in your household
207 Owned or being bought by you or someone in your household
208                     Occupied without payment of cash rent
209 Owned or being bought by you or someone in your household
210 Owned or being bought by you or someone in your household
211 Owned or being bought by you or someone in your household
212 Owned or being bought by you or someone in your household
213                                           Rented for cash
214 Owned or being bought by you or someone in your household
215 Owned or being bought by you or someone in your household
216 Owned or being bought by you or someone in your household
217                                           Rented for cash
218 Owned or being bought by you or someone in your household
219 Owned or being bought by you or someone in your household
220 Owned or being bought by you or someone in your household
221                                           Rented for cash
222 Owned or being bought by you or someone in your household
223                                           Rented for cash
224 Owned or being bought by you or someone in your household
225 Owned or being bought by you or someone in your household
226 Owned or being bought by you or someone in your household
227 Owned or being bought by you or someone in your household
228 Owned or being bought by you or someone in your household
229 Owned or being bought by you or someone in your household
230 Owned or being bought by you or someone in your household
231 Owned or being bought by you or someone in your household
232 Owned or being bought by you or someone in your household
233 Owned or being bought by you or someone in your household
234 Owned or being bought by you or someone in your household
235                                           Rented for cash
236                                           Rented for cash
237 Owned or being bought by you or someone in your household
238 Owned or being bought by you or someone in your household
239 Owned or being bought by you or someone in your household
240 Owned or being bought by you or someone in your household
241 Owned or being bought by you or someone in your household
242 Owned or being bought by you or someone in your household
243 Owned or being bought by you or someone in your household
244 Owned or being bought by you or someone in your household
245 Owned or being bought by you or someone in your household
246 Owned or being bought by you or someone in your household
247                                           Rented for cash
248 Owned or being bought by you or someone in your household
249 Owned or being bought by you or someone in your household
250 Owned or being bought by you or someone in your household
251 Owned or being bought by you or someone in your household
252 Owned or being bought by you or someone in your household
253 Owned or being bought by you or someone in your household
254 Owned or being bought by you or someone in your household
255 Owned or being bought by you or someone in your household
256                                           Rented for cash
257 Owned or being bought by you or someone in your household
258                                           Rented for cash
259 Owned or being bought by you or someone in your household
260 Owned or being bought by you or someone in your household
261                                           Rented for cash
262 Owned or being bought by you or someone in your household
263 Owned or being bought by you or someone in your household
264 Owned or being bought by you or someone in your household
265                                           Rented for cash
266 Owned or being bought by you or someone in your household
267                                           Rented for cash
268                                           Rented for cash
269 Owned or being bought by you or someone in your household
270 Owned or being bought by you or someone in your household
271 Owned or being bought by you or someone in your household
272 Owned or being bought by you or someone in your household
273 Owned or being bought by you or someone in your household
274 Owned or being bought by you or someone in your household
275 Owned or being bought by you or someone in your household
276                                           Rented for cash
277 Owned or being bought by you or someone in your household
278 Owned or being bought by you or someone in your household
279 Owned or being bought by you or someone in your household
280 Owned or being bought by you or someone in your household
281 Owned or being bought by you or someone in your household
282 Owned or being bought by you or someone in your household
283 Owned or being bought by you or someone in your household
284 Owned or being bought by you or someone in your household
285                                           Rented for cash
286                                           Rented for cash
287 Owned or being bought by you or someone in your household
288 Owned or being bought by you or someone in your household
289                                           Rented for cash
290                                           Rented for cash
291 Owned or being bought by you or someone in your household
292 Owned or being bought by you or someone in your household
293 Owned or being bought by you or someone in your household
294 Owned or being bought by you or someone in your household
295 Owned or being bought by you or someone in your household
296 Owned or being bought by you or someone in your household
297 Owned or being bought by you or someone in your household
298 Owned or being bought by you or someone in your household
299                                           Rented for cash
300                                           Rented for cash
301 Owned or being bought by you or someone in your household
302 Owned or being bought by you or someone in your household
303 Owned or being bought by you or someone in your household
304 Owned or being bought by you or someone in your household
305 Owned or being bought by you or someone in your household
306 Owned or being bought by you or someone in your household
307 Owned or being bought by you or someone in your household
308                                           Rented for cash
309 Owned or being bought by you or someone in your household
310 Owned or being bought by you or someone in your household
311 Owned or being bought by you or someone in your household
312 Owned or being bought by you or someone in your household
313                                           Rented for cash
314 Owned or being bought by you or someone in your household
315 Owned or being bought by you or someone in your household
316 Owned or being bought by you or someone in your household
317 Owned or being bought by you or someone in your household
318 Owned or being bought by you or someone in your household
319 Owned or being bought by you or someone in your household
320 Owned or being bought by you or someone in your household
321 Owned or being bought by you or someone in your household
322 Owned or being bought by you or someone in your household
323 Owned or being bought by you or someone in your household
324                                           Rented for cash
325                                           Rented for cash
326 Owned or being bought by you or someone in your household
327                                           Rented for cash
328 Owned or being bought by you or someone in your household
329 Owned or being bought by you or someone in your household
330 Owned or being bought by you or someone in your household
331 Owned or being bought by you or someone in your household
332 Owned or being bought by you or someone in your household
333 Owned or being bought by you or someone in your household
334 Owned or being bought by you or someone in your household
335                                           Rented for cash
336                                           Rented for cash
337 Owned or being bought by you or someone in your household
338 Owned or being bought by you or someone in your household
339                                           Rented for cash
340 Owned or being bought by you or someone in your household
341 Owned or being bought by you or someone in your household
342 Owned or being bought by you or someone in your household
343                                           Rented for cash
344 Owned or being bought by you or someone in your household
345 Owned or being bought by you or someone in your household
346 Owned or being bought by you or someone in your household
347 Owned or being bought by you or someone in your household
348                                           Rented for cash
349                                           Rented for cash
350 Owned or being bought by you or someone in your household
351 Owned or being bought by you or someone in your household
352 Owned or being bought by you or someone in your household
353 Owned or being bought by you or someone in your household
354                                           Rented for cash
355                                           Rented for cash
356 Owned or being bought by you or someone in your household
357                                           Rented for cash
358                                           Rented for cash
359                                           Rented for cash
360 Owned or being bought by you or someone in your household
361                                           Rented for cash
362 Owned or being bought by you or someone in your household
363 Owned or being bought by you or someone in your household
364 Owned or being bought by you or someone in your household
365 Owned or being bought by you or someone in your household
366 Owned or being bought by you or someone in your household
367 Owned or being bought by you or someone in your household
368 Owned or being bought by you or someone in your household
369 Owned or being bought by you or someone in your household
370 Owned or being bought by you or someone in your household
371                                           Rented for cash
372 Owned or being bought by you or someone in your household
373                                           Rented for cash
374 Owned or being bought by you or someone in your household
375                                           Rented for cash
376 Owned or being bought by you or someone in your household
377                                           Rented for cash
378 Owned or being bought by you or someone in your household
379 Owned or being bought by you or someone in your household
380 Owned or being bought by you or someone in your household
381 Owned or being bought by you or someone in your household
382 Owned or being bought by you or someone in your household
383 Owned or being bought by you or someone in your household
384 Owned or being bought by you or someone in your household
385                                           Rented for cash
386 Owned or being bought by you or someone in your household
387                                           Rented for cash
388 Owned or being bought by you or someone in your household
389 Owned or being bought by you or someone in your household
390                     Occupied without payment of cash rent
391 Owned or being bought by you or someone in your household
392 Owned or being bought by you or someone in your household
393                                           Rented for cash
394 Owned or being bought by you or someone in your household
395 Owned or being bought by you or someone in your household
396 Owned or being bought by you or someone in your household
397 Owned or being bought by you or someone in your household
398 Owned or being bought by you or someone in your household
399 Owned or being bought by you or someone in your household
400                                           Rented for cash
401                                           Rented for cash
402 Owned or being bought by you or someone in your household
403                                           Rented for cash
404 Owned or being bought by you or someone in your household
405 Owned or being bought by you or someone in your household
406                                           Rented for cash
407 Owned or being bought by you or someone in your household
408 Owned or being bought by you or someone in your household
409 Owned or being bought by you or someone in your household
410 Owned or being bought by you or someone in your household
411 Owned or being bought by you or someone in your household
412                                           Rented for cash
413 Owned or being bought by you or someone in your household
414 Owned or being bought by you or someone in your household
415                                           Rented for cash
416 Owned or being bought by you or someone in your household
417                                           Rented for cash
418 Owned or being bought by you or someone in your household
419                                           Rented for cash
420 Owned or being bought by you or someone in your household
421 Owned or being bought by you or someone in your household
422 Owned or being bought by you or someone in your household
423 Owned or being bought by you or someone in your household
424 Owned or being bought by you or someone in your household
425 Owned or being bought by you or someone in your household
426                                           Rented for cash
427 Owned or being bought by you or someone in your household
428 Owned or being bought by you or someone in your household
429                                           Rented for cash
430 Owned or being bought by you or someone in your household
431 Owned or being bought by you or someone in your household
432 Owned or being bought by you or someone in your household
433 Owned or being bought by you or someone in your household
434 Owned or being bought by you or someone in your household
435                                           Rented for cash
436                                           Rented for cash
437 Owned or being bought by you or someone in your household
438 Owned or being bought by you or someone in your household
439 Owned or being bought by you or someone in your household
440 Owned or being bought by you or someone in your household
441 Owned or being bought by you or someone in your household
442 Owned or being bought by you or someone in your household
443                                           Rented for cash
444 Owned or being bought by you or someone in your household
445 Owned or being bought by you or someone in your household
446 Owned or being bought by you or someone in your household
447 Owned or being bought by you or someone in your household
448 Owned or being bought by you or someone in your household
449                                           Rented for cash
450 Owned or being bought by you or someone in your household
451 Owned or being bought by you or someone in your household
452 Owned or being bought by you or someone in your household
453                     Occupied without payment of cash rent
454                                           Rented for cash
455                                           Rented for cash
456 Owned or being bought by you or someone in your household
457 Owned or being bought by you or someone in your household
458 Owned or being bought by you or someone in your household
459 Owned or being bought by you or someone in your household
460                                           Rented for cash
461                                           Rented for cash
462                                           Rented for cash
463                                           Rented for cash
464 Owned or being bought by you or someone in your household
465 Owned or being bought by you or someone in your household
466 Owned or being bought by you or someone in your household
467 Owned or being bought by you or someone in your household
468                                           Rented for cash
469 Owned or being bought by you or someone in your household
470 Owned or being bought by you or someone in your household
471                                           Rented for cash
472                                           Rented for cash
473 Owned or being bought by you or someone in your household
474 Owned or being bought by you or someone in your household
475                                           Rented for cash
476 Owned or being bought by you or someone in your household
477                                           Rented for cash
478 Owned or being bought by you or someone in your household
479 Owned or being bought by you or someone in your household
480 Owned or being bought by you or someone in your household
481 Owned or being bought by you or someone in your household
482 Owned or being bought by you or someone in your household
483 Owned or being bought by you or someone in your household
484                                           Rented for cash
485 Owned or being bought by you or someone in your household
486                                           Rented for cash
487 Owned or being bought by you or someone in your household
488 Owned or being bought by you or someone in your household
489 Owned or being bought by you or someone in your household
490 Owned or being bought by you or someone in your household
491                                           Rented for cash
492 Owned or being bought by you or someone in your household
493                                           Rented for cash
494                                           Rented for cash
495 Owned or being bought by you or someone in your household
496 Owned or being bought by you or someone in your household
497 Owned or being bought by you or someone in your household
498 Owned or being bought by you or someone in your household
499 Owned or being bought by you or someone in your household
500                                           Rented for cash
501                                           Rented for cash
502 Owned or being bought by you or someone in your household
503 Owned or being bought by you or someone in your household
504 Owned or being bought by you or someone in your household
505 Owned or being bought by you or someone in your household
506 Owned or being bought by you or someone in your household
507                                           Rented for cash
508                     Occupied without payment of cash rent
509 Owned or being bought by you or someone in your household
510 Owned or being bought by you or someone in your household
511 Owned or being bought by you or someone in your household
512 Owned or being bought by you or someone in your household
513 Owned or being bought by you or someone in your household
514                                           Rented for cash
515 Owned or being bought by you or someone in your household
516 Owned or being bought by you or someone in your household
517 Owned or being bought by you or someone in your household
518 Owned or being bought by you or someone in your household
519 Owned or being bought by you or someone in your household
520 Owned or being bought by you or someone in your household
521                                           Rented for cash
522 Owned or being bought by you or someone in your household
523                                           Rented for cash
524 Owned or being bought by you or someone in your household
525 Owned or being bought by you or someone in your household
526                                           Rented for cash
527 Owned or being bought by you or someone in your household
                ppstaten                              PPWORKA          ppemploy
1                Florida                              Retired       Not working
2               Kentucky                              Retired       Not working
3                Florida                              Retired       Not working
4           Pennsylvania                              Retired       Not working
5               Michigan                              Retired       Not working
6               Missouri Employed part-time (by someone else) Working part-time
7             New Jersey Employed full-time (by someone else) Working full-time
8                Georgia                              Retired       Not working
9             Washington                            Homemaker       Not working
10         New Hampshire Employed full-time (by someone else) Working full-time
11          Pennsylvania                                Other       Not working
12              Maryland Employed full-time (by someone else) Working full-time
13            California                              Retired       Not working
14               Arizona Employed full-time (by someone else) Working full-time
15                 Texas                              Retired       Not working
16            New Jersey Employed full-time (by someone else) Working full-time
17          North Dakota Employed full-time (by someone else) Working full-time
18           Connecticut Employed full-time (by someone else) Working full-time
19              Michigan                              Retired       Not working
20              Michigan                              Retired       Not working
21         Massachusetts Employed full-time (by someone else) Working full-time
22            California Employed full-time (by someone else) Working full-time
23                Oregon Employed full-time (by someone else) Working full-time
24            California                              Retired       Not working
25                 Texas                              Retired       Not working
26            California Employed full-time (by someone else) Working full-time
27              Illinois Employed full-time (by someone else) Working full-time
28              Arkansas                              Retired       Not working
29        South Carolina                              Retired       Not working
30          Pennsylvania                              Retired       Not working
31             Tennessee Employed full-time (by someone else) Working full-time
32               Arizona                            Homemaker       Not working
33                Hawaii                              Retired       Not working
34                Kansas Employed full-time (by someone else) Working full-time
35          Pennsylvania                              Retired Working full-time
36                 Texas Employed full-time (by someone else) Working full-time
37          Pennsylvania Employed full-time (by someone else) Working full-time
38            California                            Homemaker       Not working
39          Pennsylvania Employed full-time (by someone else) Working full-time
40              Colorado                        Self-employed Working full-time
41            Washington Employed full-time (by someone else) Working part-time
42             Louisiana Employed full-time (by someone else) Working full-time
43               Georgia                            Homemaker       Not working
44                 Texas                              Retired       Not working
45              Virginia                                Other Working full-time
46               Georgia Employed full-time (by someone else) Working full-time
47             Wisconsin                              Retired       Not working
48             Wisconsin                              Retired       Not working
49               Vermont                              Retired       Not working
50               Florida                              Retired       Not working
51                  Ohio                        Self-employed Working full-time
52          Pennsylvania                              Retired       Not working
53              Missouri                              Retired       Not working
54        North Carolina                              Retired       Not working
55            New Jersey                              Retired       Not working
56            California Employed full-time (by someone else) Working full-time
57              New York Employed full-time (by someone else) Working full-time
58              Kentucky                              Retired       Not working
59                 Texas                              Retired       Not working
60                Nevada Employed full-time (by someone else) Working full-time
61          Pennsylvania                        Self-employed Working full-time
62                  Ohio                              Retired       Not working
63              Michigan                              Retired       Not working
64               Arizona                              Retired       Not working
65                 Texas                              Retired       Not working
66              New York                              Retired       Not working
67               Florida                              Retired Working part-time
68              Nebraska                              Retired       Not working
69                Hawaii                              Retired       Not working
70                 Idaho                              Retired       Not working
71           Connecticut                              Retired       Not working
72                  Ohio                              Retired       Not working
73             Louisiana Employed full-time (by someone else) Working full-time
74        South Carolina                              Retired       Not working
75             Wisconsin Employed full-time (by someone else) Working full-time
76              Kentucky                              Retired       Not working
77          Pennsylvania                              Retired       Not working
78               Florida                              Retired       Not working
79             Louisiana                              Retired       Not working
80             Wisconsin Employed full-time (by someone else) Working full-time
81               Florida Employed full-time (by someone else) Working full-time
82          Pennsylvania Employed full-time (by someone else) Working full-time
83                  Ohio                            Homemaker       Not working
84              New York                        Self-employed Working full-time
85                 Texas                              Retired       Not working
86               Alabama                              Retired       Not working
87            California                            Homemaker       Not working
88             Minnesota                              Retired       Not working
89          Pennsylvania                            Homemaker       Not working
90              Illinois Employed full-time (by someone else) Working full-time
91              Illinois                        Self-employed Working part-time
92              Colorado                              Retired       Not working
93              Illinois Employed full-time (by someone else) Working full-time
94            New Jersey                              Retired       Not working
95               Montana                              Retired       Not working
96                  Utah Employed full-time (by someone else) Working full-time
97            New Mexico                              Retired       Not working
98            California Employed full-time (by someone else) Working full-time
99                Nevada                              Retired       Not working
100             Michigan                            Homemaker       Not working
101                 Ohio Employed full-time (by someone else) Working full-time
102              Florida Employed full-time (by someone else) Working full-time
103              Florida Employed full-time (by someone else) Working full-time
104             Maryland                              Retired       Not working
105              Florida Employed full-time (by someone else) Working full-time
106             Arkansas Employed part-time (by someone else) Working part-time
107           California                              Retired Working part-time
108               Kansas                   Currently laid off       Not working
109             Oklahoma                   Currently laid off       Not working
110             New York                              Retired       Not working
111                 Ohio Employed part-time (by someone else) Working full-time
112           New Mexico Employed full-time (by someone else) Working full-time
113         Pennsylvania                              Retired       Not working
114                Texas Employed full-time (by someone else) Working full-time
115             Michigan                              Retired       Not working
116                 Ohio                              Retired       Not working
117             Illinois                              Retired       Not working
118             Illinois Employed full-time (by someone else) Working full-time
119              Florida Employed full-time (by someone else) Working full-time
120                 Ohio Employed full-time (by someone else) Working full-time
121            Wisconsin Employed part-time (by someone else) Working part-time
122                Texas                            Homemaker       Not working
123           California                              Retired       Not working
124           California                        Self-employed Working full-time
125              Florida Employed full-time (by someone else) Working full-time
126               Oregon                                Other Working full-time
127        New Hampshire Employed full-time (by someone else) Working full-time
128                 Ohio                              Retired       Not working
129           Washington                              Retired       Not working
130             Virginia Employed part-time (by someone else) Working part-time
131            Wisconsin                                Other Working part-time
132        Massachusetts Employed full-time (by someone else) Working full-time
133           New Jersey Employed full-time (by someone else) Working full-time
134              Georgia Employed full-time (by someone else) Working full-time
135                 Ohio                              Retired       Not working
136             Michigan                              Retired       Not working
137              Georgia                    Full Time Student       Not working
138              Alabama Employed full-time (by someone else) Working full-time
139         Pennsylvania Employed full-time (by someone else) Working full-time
140              Arizona Employed full-time (by someone else) Working full-time
141            Tennessee Employed full-time (by someone else) Working full-time
142              Florida Employed full-time (by someone else) Working full-time
143           California Employed full-time (by someone else) Working full-time
144              Georgia Employed full-time (by someone else) Working full-time
145                Texas Employed full-time (by someone else) Working full-time
146           California                              Retired       Not working
147             Oklahoma                              Retired Working full-time
148           New Jersey                              Retired       Not working
149              Arizona Employed full-time (by someone else) Working full-time
150           California Employed full-time (by someone else) Working full-time
151               Kansas Employed full-time (by someone else) Working part-time
152              Florida                              Retired       Not working
153              Florida                              Retired       Not working
154                 Ohio Employed full-time (by someone else) Working full-time
155                 Utah Employed full-time (by someone else) Working full-time
156                Texas                                Other       Not working
157             Maryland Employed full-time (by someone else) Working full-time
158            Louisiana Employed full-time (by someone else) Working full-time
159               Oregon Employed full-time (by someone else) Working full-time
160            Minnesota Employed full-time (by someone else) Working full-time
161              Florida Employed full-time (by someone else) Working full-time
162           California Employed full-time (by someone else) Working full-time
163             Michigan Employed part-time (by someone else) Working part-time
164           New Jersey Employed full-time (by someone else) Working full-time
165              Georgia Employed full-time (by someone else) Working full-time
166               Oregon                              Retired       Not working
167            Wisconsin Employed full-time (by someone else) Working full-time
168              Indiana                              Retired       Not working
169       North Carolina Employed part-time (by someone else) Working part-time
170             Illinois Employed full-time (by someone else) Working full-time
171                Texas                            Homemaker       Not working
172                Texas                              Retired       Not working
173              Georgia Employed full-time (by someone else) Working full-time
174               Hawaii Employed full-time (by someone else) Working full-time
175       North Carolina Employed full-time (by someone else) Working full-time
176           Washington Employed full-time (by someone else) Working full-time
177            Tennessee                              Retired       Not working
178             Colorado Employed full-time (by someone else) Working full-time
179             Missouri                              Retired       Not working
180         Pennsylvania Employed part-time (by someone else) Working part-time
181            Minnesota                    Full Time Student       Not working
182       South Carolina                        Self-employed Working part-time
183             Missouri                        Self-employed       Not working
184                Texas                              Retired       Not working
185             Illinois Employed full-time (by someone else) Working full-time
186              Florida                              Retired       Not working
187           California Employed part-time (by someone else)       Not working
188            Wisconsin                              Retired       Not working
189        Massachusetts                              Retired       Not working
190             Kentucky                        Self-employed Working full-time
191                Texas Employed full-time (by someone else) Working full-time
192         Pennsylvania Employed full-time (by someone else) Working full-time
193           California                              Retired Working full-time
194           Washington                              Retired       Not working
195        Massachusetts                        Self-employed Working full-time
196                Texas                              Retired       Not working
197             Illinois Employed full-time (by someone else) Working full-time
198             Michigan                              Retired       Not working
199              Florida                              Retired       Not working
200             Illinois Employed part-time (by someone else) Working part-time
201                 Utah                        Self-employed Working part-time
202              Florida Employed full-time (by someone else) Working full-time
203             Maryland Employed full-time (by someone else) Working full-time
204               Oregon                              Retired       Not working
205              Alabama Employed full-time (by someone else) Working full-time
206       North Carolina Employed full-time (by someone else) Working full-time
207             Arkansas                                Other       Not working
208           California Employed full-time (by someone else) Working full-time
209             Kentucky                              Retired       Not working
210             Illinois Employed full-time (by someone else) Working full-time
211             Virginia Employed full-time (by someone else) Working full-time
212              Arizona                            Homemaker Working full-time
213           New Jersey Employed full-time (by someone else) Working full-time
214             Illinois Employed full-time (by someone else) Working full-time
215           California                              Retired Working part-time
216              Florida Employed full-time (by someone else) Working full-time
217         Pennsylvania Employed part-time (by someone else) Working part-time
218                 Ohio                              Retired       Not working
219         South Dakota Employed full-time (by someone else) Working full-time
220         Pennsylvania                              Retired       Not working
221            Tennessee                                Other       Not working
222       North Carolina Employed full-time (by someone else) Working full-time
223               Oregon Employed full-time (by someone else) Working full-time
224             New York                        Self-employed       Not working
225          Mississippi                              Retired       Not working
226             Nebraska                              Retired       Not working
227             Maryland Employed full-time (by someone else) Working full-time
228             New York                    Full Time Student       Not working
229        Massachusetts                            Homemaker Working full-time
230              Florida                              Retired       Not working
231                Texas                              Retired Working part-time
232        Massachusetts                              Retired       Not working
233             Illinois Employed full-time (by someone else) Working full-time
234       North Carolina                              Retired       Not working
235           California Employed full-time (by someone else) Working full-time
236       North Carolina Employed full-time (by someone else) Working full-time
237                Texas                              Retired       Not working
238             Virginia                              Retired       Not working
239         Pennsylvania                              Retired       Not working
240         Pennsylvania                        Self-employed Working part-time
241                 Utah Employed full-time (by someone else) Working full-time
242        Massachusetts                        Self-employed Working part-time
243        Massachusetts Employed full-time (by someone else) Working full-time
244         Pennsylvania Employed full-time (by someone else) Working part-time
245               Nevada                        Self-employed Working full-time
246             Illinois Employed part-time (by someone else) Working part-time
247             Arkansas                              Retired Working part-time
248             Arkansas Employed full-time (by someone else) Working full-time
249            Tennessee Employed full-time (by someone else) Working full-time
250             Kentucky                              Retired       Not working
251              Georgia                              Retired       Not working
252               Nevada                              Retired       Not working
253           California                              Retired       Not working
254             Kentucky Employed full-time (by someone else) Working full-time
255             Missouri                        Self-employed Working full-time
256               Oregon                              Retired       Not working
257           California                              Retired       Not working
258             Michigan                              Retired       Not working
259         Pennsylvania                              Retired       Not working
260                Texas Employed full-time (by someone else) Working full-time
261       South Carolina                          On furlough Working part-time
262           Washington Employed full-time (by someone else) Working full-time
263                 Utah Employed part-time (by someone else) Working part-time
264           Washington                            Homemaker       Not working
265             Michigan                            Homemaker       Not working
266                 Ohio Employed full-time (by someone else) Working full-time
267             Delaware                              Retired       Not working
268              Georgia Employed full-time (by someone else) Working full-time
269                Texas Employed part-time (by someone else) Working part-time
270           New Jersey                            Homemaker       Not working
271             Virginia Employed full-time (by someone else) Working full-time
272             Nebraska Employed full-time (by someone else) Working full-time
273             New York Employed full-time (by someone else) Working full-time
274       North Carolina                              Retired       Not working
275           New Jersey Employed full-time (by someone else) Working full-time
276             Virginia                              Retired Working part-time
277       South Carolina Employed full-time (by someone else) Working full-time
278             Virginia Employed full-time (by someone else) Working full-time
279             Oklahoma                              Retired Working part-time
280           Washington Employed full-time (by someone else) Working full-time
281                 Ohio                              Retired       Not working
282           California Employed full-time (by someone else) Working full-time
283            Wisconsin Employed full-time (by someone else) Working full-time
284          Connecticut Employed full-time (by someone else) Working full-time
285          Mississippi                            Homemaker       Not working
286                Texas                              Retired       Not working
287           New Jersey                   Currently laid off       Not working
288                Texas Employed part-time (by someone else) Working part-time
289           California Employed full-time (by someone else) Working full-time
290              Florida                    Full Time Student       Not working
291           New Jersey                              Retired       Not working
292         Pennsylvania                              Retired       Not working
293        Massachusetts Employed full-time (by someone else) Working full-time
294           California                              Retired       Not working
295       North Carolina Employed full-time (by someone else) Working full-time
296               Nevada                        Self-employed Working part-time
297              Florida                              Retired       Not working
298                Texas Employed full-time (by someone else) Working full-time
299         Pennsylvania Employed full-time (by someone else) Working full-time
300           California Employed part-time (by someone else) Working part-time
301             Kentucky                            Homemaker       Not working
302 District of Columbia                              Retired       Not working
303           California                                Other Working full-time
304               Oregon Employed part-time (by someone else) Working part-time
305       South Carolina                              Retired       Not working
306         South Dakota Employed full-time (by someone else) Working full-time
307               Oregon Employed part-time (by someone else)       Not working
308             Illinois                   Currently laid off       Not working
309        West Virginia Employed full-time (by someone else) Working full-time
310             Illinois                        Self-employed Working full-time
311             New York                    Full Time Student Working part-time
312              Arizona Employed full-time (by someone else) Working full-time
313              Arizona Employed full-time (by someone else) Working full-time
314             Michigan                              Retired       Not working
315             Virginia                                Other       Not working
316              Florida                              Retired       Not working
317             Kentucky Employed full-time (by someone else) Working full-time
318              Wyoming                                Other Working full-time
319                 Utah Employed full-time (by someone else) Working full-time
320             Illinois Employed full-time (by someone else) Working full-time
321             New York                              Retired       Not working
322             New York                              Retired       Not working
323              Georgia                            Homemaker       Not working
324           New Jersey                        Self-employed Working full-time
325           New Jersey                   Currently laid off       Not working
326       South Carolina                              Retired       Not working
327             Maryland Employed full-time (by someone else) Working full-time
328         North Dakota Employed full-time (by someone else) Working full-time
329         Pennsylvania                   Currently laid off       Not working
330             Missouri                            Homemaker       Not working
331                 Utah Employed full-time (by someone else) Working full-time
332               Oregon                        Self-employed Working full-time
333           California                              Retired       Not working
334                Texas Employed full-time (by someone else) Working full-time
335           California                            Homemaker       Not working
336              Alabama Employed full-time (by someone else) Working full-time
337           Washington Employed full-time (by someone else) Working full-time
338              Florida                        Self-employed Working part-time
339                 Ohio Employed full-time (by someone else) Working full-time
340        Massachusetts                              Retired Working part-time
341       North Carolina Employed full-time (by someone else)       Not working
342              Montana                              Retired       Not working
343                Texas                        Self-employed Working full-time
344                Maine Employed full-time (by someone else) Working full-time
345              Georgia                              Retired       Not working
346             Illinois                            Homemaker Working full-time
347                Texas Employed full-time (by someone else) Working full-time
348                 Iowa Employed part-time (by someone else) Working full-time
349              Florida                        Self-employed Working part-time
350             Michigan                              Retired       Not working
351             Maryland Employed full-time (by someone else) Working full-time
352         Pennsylvania                        Self-employed Working full-time
353        Massachusetts Employed full-time (by someone else) Working full-time
354                Texas                   Currently laid off       Not working
355           California                            Homemaker       Not working
356                Maine                              Retired       Not working
357                Texas Employed part-time (by someone else)       Not working
358           California                                Other       Not working
359           California                              Retired Working full-time
360           California Employed full-time (by someone else) Working full-time
361               Kansas                            Homemaker       Not working
362             Missouri Employed full-time (by someone else) Working full-time
363        Massachusetts                              Retired       Not working
364              Florida Employed full-time (by someone else) Working full-time
365              Arizona                              Retired       Not working
366                Texas Employed full-time (by someone else) Working full-time
367           New Jersey                        Self-employed Working full-time
368             Michigan Employed part-time (by someone else) Working part-time
369                 Utah Employed full-time (by someone else) Working full-time
370                 Ohio Employed full-time (by someone else) Working full-time
371                Texas Employed full-time (by someone else) Working full-time
372                Texas                                Other       Not working
373               Kansas Employed part-time (by someone else) Working part-time
374           New Jersey Employed full-time (by someone else) Working part-time
375              Florida Employed part-time (by someone else) Working part-time
376        Massachusetts                        Self-employed Working part-time
377             New York                   Currently laid off       Not working
378             Illinois                    Full Time Student       Not working
379           New Jersey Employed full-time (by someone else) Working full-time
380               Kansas                        Self-employed Working full-time
381             Maryland Employed full-time (by someone else) Working full-time
382             Illinois Employed full-time (by someone else) Working full-time
383         North Dakota                              Retired       Not working
384            Tennessee Employed part-time (by someone else) Working part-time
385             New York                                Other       Not working
386             Illinois                              Retired       Not working
387       North Carolina Employed full-time (by someone else)       Not working
388                 Ohio Employed full-time (by someone else) Working full-time
389              Alabama                            Homemaker       Not working
390             Colorado Employed full-time (by someone else) Working full-time
391            Louisiana                            Homemaker       Not working
392           New Jersey Employed part-time (by someone else) Working part-time
393              Florida                   Currently laid off       Not working
394                 Iowa Employed full-time (by someone else) Working full-time
395           California Employed full-time (by someone else)       Not working
396       North Carolina                            Homemaker Working part-time
397           California Employed full-time (by someone else) Working full-time
398             Missouri Employed full-time (by someone else) Working full-time
399             Maryland Employed full-time (by someone else) Working full-time
400           New Jersey Employed full-time (by someone else) Working full-time
401            Minnesota Employed full-time (by someone else) Working full-time
402             Michigan Employed full-time (by someone else) Working part-time
403             Illinois                              Retired       Not working
404           California                              Retired       Not working
405              Arizona                              Retired Working part-time
406           California Employed full-time (by someone else) Working full-time
407              Indiana                            Homemaker       Not working
408               Kansas                            Homemaker       Not working
409                Texas                    Full Time Student       Not working
410             Michigan Employed full-time (by someone else) Working full-time
411               Oregon                        Self-employed Working part-time
412               Oregon Employed full-time (by someone else) Working full-time
413           California                        Self-employed Working full-time
414             Virginia Employed full-time (by someone else) Working full-time
415              Indiana Employed full-time (by someone else) Working full-time
416              Florida                              Retired       Not working
417             New York                   Currently laid off       Not working
418           California Employed full-time (by someone else) Working full-time
419        Massachusetts Employed full-time (by someone else) Working full-time
420                Texas                              Retired       Not working
421             Virginia Employed full-time (by someone else) Working full-time
422       North Carolina                        Self-employed Working part-time
423                Texas                                Other       Not working
424                Texas Employed part-time (by someone else) Working part-time
425                Texas Employed full-time (by someone else) Working full-time
426             Illinois Employed full-time (by someone else) Working full-time
427             New York                              Retired       Not working
428                 Ohio Employed full-time (by someone else) Working full-time
429             New York Employed full-time (by someone else) Working full-time
430             Virginia                              Retired       Not working
431            Wisconsin Employed part-time (by someone else) Working part-time
432            Wisconsin Employed part-time (by someone else) Working part-time
433             Virginia Employed full-time (by someone else) Working full-time
434             Michigan Employed full-time (by someone else) Working full-time
435         Pennsylvania Employed full-time (by someone else) Working full-time
436           New Jersey Employed full-time (by someone else) Working full-time
437            Wisconsin                    Full Time Student       Not working
438             Michigan                              Retired       Not working
439             Virginia Employed full-time (by someone else) Working full-time
440           Washington                            Homemaker Working part-time
441             Virginia                                Other       Not working
442              Arizona                              Retired       Not working
443             New York Employed full-time (by someone else) Working full-time
444       North Carolina Employed full-time (by someone else) Working full-time
445             Arkansas Employed full-time (by someone else) Working full-time
446           California                            Homemaker       Not working
447         Pennsylvania                              Retired       Not working
448           New Jersey                              Retired       Not working
449            Wisconsin                            Homemaker       Not working
450                Texas Employed full-time (by someone else) Working full-time
451              Florida Employed full-time (by someone else) Working full-time
452            Louisiana Employed full-time (by someone else) Working full-time
453              Georgia                        Self-employed Working full-time
454             Nebraska                                Other       Not working
455           California Employed full-time (by someone else) Working full-time
456                Texas                              Retired       Not working
457       South Carolina Employed full-time (by someone else) Working full-time
458            Minnesota                            Homemaker       Not working
459           California                              Retired       Not working
460              Georgia Employed part-time (by someone else) Working part-time
461             Virginia Employed full-time (by someone else) Working full-time
462            Tennessee                            Homemaker       Not working
463             New York Employed full-time (by someone else) Working full-time
464                Idaho                              Retired       Not working
465                 Ohio                              Retired       Not working
466             Colorado                                Other       Not working
467              Florida Employed full-time (by someone else) Working full-time
468             Kentucky Employed full-time (by someone else) Working full-time
469           California Employed part-time (by someone else) Working part-time
470          Connecticut                              Retired       Not working
471              Georgia Employed full-time (by someone else) Working full-time
472              Florida                              Retired       Not working
473             New York Employed full-time (by someone else) Working full-time
474                Texas                   Currently laid off Working full-time
475              Florida                            Homemaker Working part-time
476           California                                Other       Not working
477            Minnesota                            Homemaker       Not working
478                Texas                              Retired       Not working
479            Minnesota                              Retired       Not working
480           Washington Employed full-time (by someone else) Working full-time
481            Minnesota Employed full-time (by someone else) Working full-time
482                Texas Employed full-time (by someone else) Working full-time
483           Washington Employed full-time (by someone else) Working full-time
484           Washington Employed full-time (by someone else) Working full-time
485           Washington                              Retired       Not working
486           California Employed full-time (by someone else) Working full-time
487           Washington Employed full-time (by someone else) Working full-time
488              Arizona                              Retired       Not working
489           Washington Employed full-time (by someone else) Working full-time
490              Arizona Employed full-time (by someone else) Working full-time
491       South Carolina                                Other Working full-time
492           California                        Self-employed Working part-time
493                Texas                            Homemaker       Not working
494           California Employed full-time (by someone else) Working full-time
495       South Carolina                              Retired       Not working
496             Oklahoma                              Retired       Not working
497             Colorado                                Other       Not working
498                 Ohio Employed full-time (by someone else) Working full-time
499                 Iowa                              Retired Working part-time
500              Vermont Employed full-time (by someone else) Working full-time
501           California Employed full-time (by someone else) Working full-time
502       South Carolina                              Retired       Not working
503             Missouri Employed full-time (by someone else) Working full-time
504              Indiana Employed full-time (by someone else) Working full-time
505            Tennessee Employed full-time (by someone else) Working full-time
506              Indiana Employed full-time (by someone else) Working full-time
507            Louisiana                              Retired       Not working
508          Mississippi                   Currently laid off Working part-time
509       North Carolina                            Homemaker       Not working
510             Maryland                              Retired       Not working
511           New Mexico                              Retired Working part-time
512            Minnesota Employed full-time (by someone else) Working full-time
513           California Employed full-time (by someone else) Working full-time
514            Tennessee Employed full-time (by someone else) Working full-time
515         Pennsylvania Employed full-time (by someone else) Working full-time
516           Washington Employed full-time (by someone else) Working full-time
517         North Dakota                              Retired       Not working
518           California Employed part-time (by someone else) Working part-time
519             Kentucky                              Retired       Not working
520              Montana Employed full-time (by someone else) Working full-time
521           California Employed full-time (by someone else) Working full-time
522              Arizona Employed full-time (by someone else) Working full-time
523                 Ohio Employed full-time (by someone else) Working full-time
524          Connecticut                              Retired       Not working
525              Florida Employed full-time (by someone else) Working full-time
526           Washington                   Currently laid off       Not working
527        New Hampshire Employed full-time (by someone else) Working full-time
          Q1_a       Q1_b       Q1_c       Q1_d       Q1_e       Q1_f
1      Approve    Approve Disapprove    Approve    Approve Disapprove
2      Approve    Approve    Approve    Approve    Approve    Approve
3   Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
4      Approve    Approve    Approve    Approve    Approve    Approve
5      Approve    Approve    Approve    Approve    Approve    Approve
6      Approve    Approve    Approve    Approve Disapprove    Approve
7      Approve Disapprove Disapprove Disapprove Disapprove    Approve
8      Approve    Approve    Approve    Approve    Approve    Approve
9      Approve    Approve    Approve Disapprove    Approve Disapprove
10  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
11  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
12     Approve Disapprove    Approve Disapprove    Approve Disapprove
13     Approve    Approve    Approve    Approve    Approve    Approve
14  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
15  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
16  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
17  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
18  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
19  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
20  Disapprove    Approve    Approve    Approve Disapprove    Approve
21     Approve    Approve    Approve Disapprove    Approve    Approve
22     Approve    Approve    Approve    Approve    Approve    Approve
23     Approve    Approve    Approve    Approve    Approve    Approve
24  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
25     Approve    Approve    Approve Disapprove    Approve    Approve
26     Approve    Approve    Approve    Approve    Approve    Approve
27     Approve    Approve    Approve    Approve    Approve Disapprove
28  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
29  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
30  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
31  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
32  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
33  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
34     Approve Disapprove    Approve    Approve    Approve Disapprove
35     Approve    Approve    Approve    Approve    Approve    Approve
36  Disapprove Disapprove    Approve    Approve    Approve Disapprove
37     Approve Disapprove    Approve Disapprove    Approve    Approve
38  Disapprove Disapprove    Approve    Approve    Approve    Approve
39     Approve    Approve    Approve    Approve    Approve    Approve
40     Approve    Approve    Approve    Approve    Approve    Approve
41     Approve Disapprove    Approve Disapprove Disapprove    Approve
42     Approve    Approve    Approve    Approve    Approve    Approve
43     Approve    Approve    Approve    Approve    Approve    Approve
44  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
45     Approve Disapprove    Approve    Approve    Approve    Approve
46     Approve    Approve    Approve    Approve    Approve    Approve
47     Approve    Approve    Approve    Approve    Approve Disapprove
48     Approve Disapprove    Approve Disapprove    Approve    Approve
49  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
50     Approve    Approve    Approve Disapprove    Approve    Approve
51     Approve Disapprove    Approve Disapprove Disapprove    Approve
52  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
53  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
54     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
55     Approve    Skipped    Skipped    Skipped    Skipped    Skipped
56     Approve Disapprove    Approve Disapprove Disapprove Disapprove
57     Approve Disapprove    Approve    Approve    Approve    Approve
58  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
59  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
60     Approve Disapprove    Approve Disapprove Disapprove    Approve
61     Approve    Approve    Approve    Approve    Approve    Approve
62     Approve    Approve    Approve    Approve    Approve    Approve
63     Skipped Disapprove Disapprove Disapprove Disapprove    Approve
64  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
65     Approve Disapprove    Approve Disapprove    Approve Disapprove
66  Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
67     Approve Disapprove    Approve    Approve Disapprove    Approve
68  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
69  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
70  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
71     Approve Disapprove    Approve Disapprove Disapprove Disapprove
72     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
73  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
74     Approve Disapprove Disapprove Disapprove Disapprove Disapprove
75  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
76     Approve    Approve    Approve    Approve    Approve    Approve
77     Approve    Approve    Approve    Approve    Approve    Approve
78  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
79  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
80     Approve Disapprove Disapprove Disapprove Disapprove    Approve
81  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
82  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
83     Approve Disapprove Disapprove Disapprove Disapprove    Approve
84     Approve    Approve    Approve    Approve    Approve    Approve
85  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
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87  Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
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100    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
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107 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
108    Approve    Skipped    Approve    Skipped    Approve    Skipped
109 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
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131    Approve    Skipped    Approve    Approve    Approve    Approve
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156    Approve Disapprove    Approve Disapprove Disapprove    Approve
157    Approve    Skipped    Approve    Approve    Skipped    Skipped
158    Approve    Approve    Approve    Approve Disapprove    Approve
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169    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
170 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
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217    Approve Disapprove    Approve Disapprove    Approve    Approve
218    Approve    Approve    Approve Disapprove    Skipped    Approve
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220    Approve    Approve    Approve Disapprove    Skipped Disapprove
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263 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
264    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
265    Approve Disapprove Disapprove    Approve    Approve Disapprove
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283    Approve Disapprove    Approve Disapprove Disapprove    Approve
284    Approve    Approve    Approve    Skipped    Skipped    Skipped
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331    Approve Disapprove    Approve Disapprove    Approve    Approve
332    Approve Disapprove Disapprove    Skipped    Approve    Approve
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352 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
353    Approve Disapprove    Approve    Approve    Approve    Approve
354    Approve    Skipped    Approve    Approve    Skipped    Skipped
355    Approve    Approve    Approve    Skipped    Approve Disapprove
356 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
357    Approve Disapprove    Approve Disapprove Disapprove Disapprove
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359 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
360    Approve    Skipped    Approve    Skipped    Skipped    Skipped
361    Approve Disapprove Disapprove Disapprove Disapprove    Approve
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384 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
385    Approve    Skipped    Skipped    Skipped    Skipped    Skipped
386 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
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400    Approve    Approve    Approve    Approve    Approve    Skipped
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435    Approve    Skipped    Approve    Skipped    Approve    Skipped
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437    Approve Disapprove    Approve Disapprove Disapprove Disapprove
438    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
439    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
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467 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
468    Approve Disapprove    Approve Disapprove    Approve Disapprove
469    Approve Disapprove Disapprove Disapprove Disapprove    Approve
470    Approve    Approve    Approve    Approve    Approve    Approve
471    Approve    Approve    Approve    Approve    Approve    Approve
472    Approve    Approve    Approve    Approve    Approve    Approve
473 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
474 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
475    Approve Disapprove Disapprove    Approve    Approve    Approve
476    Approve    Approve    Approve Disapprove Disapprove    Approve
477    Approve    Approve    Approve Disapprove    Approve    Approve
478    Approve Disapprove    Approve Disapprove Disapprove    Approve
479    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
480 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
481 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
482    Approve Disapprove    Approve Disapprove    Approve    Approve
483    Approve    Approve    Approve    Approve    Approve    Approve
484    Approve Disapprove    Approve Disapprove    Approve    Approve
485    Approve Disapprove    Approve    Approve    Approve    Approve
486 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
487    Approve Disapprove    Approve Disapprove Disapprove Disapprove
488    Skipped    Skipped    Skipped    Skipped    Skipped    Skipped
489    Approve    Approve    Approve Disapprove Disapprove Disapprove
490    Approve    Approve    Approve    Approve    Approve    Approve
491    Approve    Approve    Approve Disapprove Disapprove    Approve
492    Approve    Approve    Approve    Approve    Approve    Approve
493    Approve    Approve    Approve    Approve    Approve    Approve
494 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
495 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
496    Approve    Skipped    Skipped    Skipped Disapprove    Skipped
497    Approve    Approve    Approve    Approve    Approve    Approve
498 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
499    Approve    Approve    Approve    Approve    Approve    Approve
500    Approve    Approve Disapprove Disapprove    Approve    Approve
501 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
502    Approve    Approve    Approve    Approve    Approve    Approve
503    Approve    Approve Disapprove Disapprove    Approve Disapprove
504    Approve    Approve    Approve Disapprove    Approve Disapprove
505    Approve    Approve    Approve    Approve    Approve    Approve
506    Approve    Approve    Approve    Approve    Approve    Approve
507    Approve    Approve    Approve    Approve    Skipped    Approve
508 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
509 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
510    Approve Disapprove Disapprove Disapprove Disapprove Disapprove
511    Approve    Approve    Approve    Approve    Approve    Approve
512 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
513    Approve    Approve    Approve Disapprove Disapprove    Approve
514 Disapprove Disapprove Disapprove Disapprove Disapprove    Skipped
515    Approve    Approve    Approve    Approve    Approve    Approve
516 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
517 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
518    Approve Disapprove    Approve Disapprove Disapprove    Approve
519 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
520    Approve    Approve    Approve    Approve    Approve    Approve
521 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
522 Disapprove Disapprove Disapprove Disapprove Disapprove    Approve
523    Approve Disapprove Disapprove Disapprove    Approve Disapprove
524    Approve Disapprove    Approve Disapprove Disapprove    Approve
525 Disapprove Disapprove Disapprove Disapprove Disapprove Disapprove
526    Approve Disapprove    Approve Disapprove Disapprove    Approve
527    Approve Disapprove Disapprove    Approve Disapprove Disapprove
                      Q2      Q3          Q4          Q5           QPID ABCAGE
1       Not so concerned     Yes        Good  Optimistic     A Democrat    65+
2     Somewhat concerned     Yes        Good  Optimistic An Independent    65+
3         Very concerned     Yes        Poor Pessimistic Something else    65+
4     Somewhat concerned     Yes   Excellent Pessimistic An Independent    65+
5     Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
6       Not so concerned     Yes   Excellent  Optimistic     A Democrat    65+
7     Somewhat concerned     Yes Not so good Pessimistic     A Democrat  18-29
8         Very concerned     Yes        Good Pessimistic     A Democrat    65+
9     Somewhat concerned     Yes   Excellent  Optimistic An Independent    65+
10        Very concerned     Yes        Good Pessimistic An Independent  30-49
11    Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
12      Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
13        Very concerned      No        Good Pessimistic     A Democrat    65+
14  Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
15      Not so concerned     Yes        Poor Pessimistic An Independent    65+
16        Very concerned      No        Poor Pessimistic   A Republican  50-64
17    Somewhat concerned      No        Poor Pessimistic An Independent  50-64
18    Somewhat concerned      No        Poor Pessimistic An Independent  30-49
19    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
20      Not so concerned      No        Good  Optimistic     A Democrat    65+
21    Somewhat concerned     Yes        Good Pessimistic An Independent  50-64
22      Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
23        Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
24      Not so concerned     Yes        Poor Pessimistic   A Republican    65+
25    Somewhat concerned     Yes        Good  Optimistic An Independent    65+
26    Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
27    Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
28    Somewhat concerned      No        Good Pessimistic An Independent    65+
29      Not so concerned     Yes        Poor Pessimistic   A Republican    65+
30      Not so concerned      No        Poor Pessimistic   A Republican    65+
31    Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
32      Not so concerned      No        Poor Pessimistic Something else    65+
33    Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
34      Not so concerned     Yes        Good  Optimistic An Independent  30-49
35      Not so concerned     Yes   Excellent  Optimistic     A Democrat  30-49
36    Somewhat concerned     Yes Not so good  Optimistic An Independent  50-64
37    Somewhat concerned     Yes        Good  Optimistic   A Republican  50-64
38      Not so concerned     Yes Not so good Pessimistic An Independent  30-49
39    Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
40      Not so concerned     Yes        Good  Optimistic An Independent    65+
41        Very concerned     Yes        Good  Optimistic     A Democrat  30-49
42        Very concerned     Yes        Good  Optimistic An Independent  50-64
43        Very concerned     Yes        Good  Optimistic     A Democrat  50-64
44    Somewhat concerned      No        Poor Pessimistic An Independent    65+
45      Not so concerned      No        Good Pessimistic An Independent  50-64
46    Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
47    Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
48      Not so concerned     Yes        Good  Optimistic     A Democrat    65+
49      Not so concerned     Yes        Good Pessimistic An Independent    65+
50      Not so concerned     Yes        Good Pessimistic An Independent    65+
51      Not so concerned     Yes   Excellent  Optimistic An Independent    65+
52    Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
53      Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
54    Somewhat concerned     Yes        Good Pessimistic An Independent    65+
55    Somewhat concerned     Yes     Skipped     Skipped        Skipped    65+
56      Not so concerned     Yes Not so good Pessimistic An Independent  18-29
57        Very concerned     Yes        Good  Optimistic     A Democrat  50-64
58        Very concerned     Yes        Good Pessimistic   A Republican  50-64
59    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
60        Very concerned     Yes   Excellent  Optimistic An Independent  50-64
61    Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
62        Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
63    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
64      Not so concerned      No        Poor Pessimistic   A Republican    65+
65    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
66    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
67  Not concerned at all     Yes   Excellent  Optimistic     A Democrat  50-64
68    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
69    Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
70      Not so concerned     Yes        Poor Pessimistic An Independent    65+
71    Somewhat concerned     Yes        Good Pessimistic   A Republican    65+
72    Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
73    Somewhat concerned      No        Poor Pessimistic   A Republican  50-64
74    Somewhat concerned     Yes Not so good Pessimistic     A Democrat    65+
75      Not so concerned     Yes        Poor Pessimistic An Independent  50-64
76    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
77        Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
78      Not so concerned Skipped        Poor Pessimistic   A Republican    65+
79  Not concerned at all      No        Poor Pessimistic An Independent  50-64
80    Somewhat concerned      No Not so good Pessimistic An Independent  18-29
81      Not so concerned      No        Poor Pessimistic   A Republican  50-64
82      Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
83    Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
84        Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
85  Not concerned at all      No        Poor Pessimistic     A Democrat  50-64
86        Very concerned     Yes        Poor Pessimistic   A Republican    65+
87      Not so concerned     Yes        Poor Pessimistic An Independent  50-64
88        Very concerned     Yes        Good  Optimistic   A Republican    65+
89    Somewhat concerned      No Not so good Pessimistic An Independent  30-49
90    Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
91      Not so concerned     Yes        Good  Optimistic   A Republican  50-64
92    Somewhat concerned      No        Poor Pessimistic An Independent    65+
93    Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
94    Somewhat concerned     Yes        Good  Optimistic An Independent    65+
95      Not so concerned     Yes        Good Pessimistic An Independent    65+
96  Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
97  Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
98      Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
99    Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
100   Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
101     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
102 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
103     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
104   Somewhat concerned     Yes        Good Pessimistic An Independent    65+
105     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
106       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
107 Not concerned at all      No        Poor Pessimistic An Independent    65+
108       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
109       Very concerned     Yes Not so good Pessimistic   A Republican  50-64
110     Not so concerned     Yes Not so good Pessimistic An Independent  50-64
111   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
112   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
113   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
114     Not so concerned     Yes        Good  Optimistic Something else  50-64
115     Not so concerned      No        Poor Pessimistic An Independent    65+
116 Not concerned at all     Yes Not so good Pessimistic   A Republican    65+
117   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
118   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
119       Very concerned     Yes   Excellent  Optimistic     A Democrat  30-49
120 Not concerned at all     Yes        Good  Optimistic An Independent  30-49
121   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
122   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
123   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
124     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
125     Not so concerned      No        Poor Pessimistic   A Republican  30-49
126   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
127     Not so concerned      No        Good Pessimistic   A Republican  30-49
128   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
129   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
130   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
131       Very concerned     Yes        Good  Optimistic     A Democrat    65+
132       Very concerned     Yes        Good  Optimistic An Independent  50-64
133   Somewhat concerned     Yes   Excellent Pessimistic     A Democrat  50-64
134   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
135   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
136   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
137       Very concerned     Yes        Good Pessimistic An Independent  18-29
138       Very concerned     Yes        Good Pessimistic An Independent  50-64
139 Not concerned at all      No Not so good Pessimistic An Independent  30-49
140     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
141     Not so concerned     Yes        Good  Optimistic An Independent  30-49
142     Not so concerned      No        Poor Pessimistic   A Republican  30-49
143   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
144       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
145     Not so concerned     Yes   Excellent Pessimistic An Independent  30-49
146       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
147   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
148     Not so concerned     Yes        Good  Optimistic An Independent    65+
149     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
150 Not concerned at all     Yes        Poor Pessimistic An Independent  18-29
151   Somewhat concerned     Yes Not so good  Optimistic   A Republican  30-49
152       Very concerned     Yes        Good  Optimistic     A Democrat    65+
153   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
154 Not concerned at all      No        Poor Pessimistic Something else  30-49
155   Somewhat concerned     Yes        Good Pessimistic   A Republican  50-64
156     Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
157     Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
158   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
159   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
160 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
161 Not concerned at all     Yes        Poor Pessimistic An Independent  30-49
162   Somewhat concerned     Yes Not so good Pessimistic An Independent  50-64
163     Not so concerned     Yes        Good  Optimistic     A Democrat  18-29
164       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
165     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
166     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
167 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
168   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
169     Not so concerned     Yes     Skipped  Optimistic   A Republican  50-64
170   Somewhat concerned     Yes        Poor Pessimistic An Independent  30-49
171       Very concerned     Yes Not so good  Optimistic   A Republican  30-49
172   Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
173   Somewhat concerned     Yes        Good Pessimistic   A Republican  50-64
174   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
175   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
176     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
177     Not so concerned     Yes        Good Pessimistic An Independent  50-64
178       Very concerned     Yes        Good Pessimistic An Independent  30-49
179   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
180 Not concerned at all     Yes Not so good Pessimistic   A Republican  30-49
181   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
182 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
183   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  50-64
184 Not concerned at all      No        Poor  Optimistic   A Republican  30-49
185   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
186   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
187 Not concerned at all      No        Good Pessimistic An Independent  50-64
188     Not so concerned      No        Poor Pessimistic   A Republican    65+
189       Very concerned     Yes        Poor Pessimistic An Independent    65+
190     Not so concerned     Yes Not so good Pessimistic An Independent  50-64
191 Not concerned at all      No        Poor Pessimistic An Independent  50-64
192     Not so concerned      No Not so good Pessimistic Something else  50-64
193   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
194 Not concerned at all     Yes        Poor Pessimistic An Independent    65+
195   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
196       Very concerned     Yes        Good  Optimistic   A Republican  50-64
197     Not so concerned     Yes   Excellent  Optimistic An Independent  50-64
198     Not so concerned     Yes        Poor  Optimistic Something else    65+
199       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
200   Somewhat concerned      No        Good Pessimistic   A Republican  30-49
201   Somewhat concerned      No        Poor Pessimistic An Independent    65+
202     Not so concerned     Yes        Good  Optimistic An Independent  50-64
203   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
204   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
205       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
206   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
207     Not so concerned      No Not so good Pessimistic Something else  30-49
208   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
209   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
210   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
211     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
212   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
213       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
214 Not concerned at all Skipped        Poor Pessimistic        Skipped  30-49
215       Very concerned     Yes   Excellent  Optimistic An Independent    65+
216   Somewhat concerned      No        Poor Pessimistic     A Democrat  18-29
217   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
218   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
219 Not concerned at all     Yes        Poor Pessimistic   A Republican  30-49
220   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
221   Somewhat concerned      No Not so good Pessimistic An Independent  30-49
222   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
223   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
224     Not so concerned      No        Good  Optimistic Something else  18-29
225     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
226   Somewhat concerned     Yes        Good  Optimistic   A Republican    65+
227 Not concerned at all     Yes        Good  Optimistic   A Republican  30-49
228     Not so concerned     Yes   Excellent  Optimistic     A Democrat  18-29
229   Somewhat concerned      No        Poor Pessimistic An Independent  50-64
230   Somewhat concerned     Yes Not so good  Optimistic An Independent    65+
231   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
232   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
233     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
234 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
235   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
236       Very concerned      No        Good  Optimistic     A Democrat  18-29
237       Very concerned     Yes Not so good Pessimistic     A Democrat    65+
238     Not so concerned     Yes Not so good Pessimistic An Independent    65+
239 Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
240   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
241 Not concerned at all      No        Poor Pessimistic An Independent  30-49
242   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  50-64
243   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
244 Not concerned at all      No Not so good Pessimistic   A Republican  18-29
245   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
246       Very concerned     Yes        Good Pessimistic   A Republican    65+
247       Very concerned      No   Excellent  Optimistic     A Democrat  50-64
248   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
249   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
250     Not so concerned     Yes        Poor  Optimistic   A Republican    65+
251       Very concerned     Yes        Good Pessimistic     A Democrat    65+
252     Not so concerned      No        Poor Pessimistic   A Republican  50-64
253   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
254     Not so concerned     Yes Not so good Pessimistic   A Republican  30-49
255 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
256   Somewhat concerned     Yes        Poor Pessimistic An Independent    65+
257     Not so concerned     Yes Not so good Pessimistic   A Republican    65+
258   Somewhat concerned     Yes Not so good Pessimistic Something else    65+
259 Not concerned at all     Yes Not so good  Optimistic   A Republican    65+
260     Not so concerned      No        Poor Pessimistic   A Republican  50-64
261 Not concerned at all      No Not so good Pessimistic   A Republican  30-49
262     Not so concerned      No        Poor Pessimistic   A Republican  30-49
263     Not so concerned     Yes Not so good Pessimistic   A Republican  30-49
264       Very concerned      No     Skipped Pessimistic Something else  50-64
265   Somewhat concerned      No Not so good  Optimistic   A Republican  30-49
266 Not concerned at all     Yes Not so good Pessimistic An Independent  30-49
267   Somewhat concerned     Yes        Poor Pessimistic Something else    65+
268 Not concerned at all     Yes        Good Pessimistic   A Republican  30-49
269 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
270       Very concerned     Yes Not so good  Optimistic   A Republican  50-64
271     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
272     Not so concerned     Yes        Good  Optimistic An Independent  18-29
273     Not so concerned     Yes        Good  Optimistic     A Democrat  30-49
274       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
275     Not so concerned      No        Poor Pessimistic   A Republican  50-64
276   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
277     Not so concerned     Yes        Good  Optimistic An Independent  50-64
278   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
279 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
280       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
281   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
282     Not so concerned     Yes        Good  Optimistic An Independent  30-49
283   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
284       Very concerned     Yes        Good Pessimistic An Independent  30-49
285   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  30-49
286   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
287       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
288   Somewhat concerned     Yes Not so good Pessimistic An Independent  18-29
289   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
290     Not so concerned     Yes        Poor Pessimistic   A Republican  18-29
291 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
292   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
293       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
294   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
295     Not so concerned      No        Poor Pessimistic   A Republican  50-64
296     Not so concerned     Yes Not so good Pessimistic An Independent  18-29
297   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
298     Not so concerned Skipped Not so good Pessimistic An Independent  18-29
299     Not so concerned     Yes        Poor Pessimistic     A Democrat  30-49
300   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
301   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
302       Very concerned     Yes   Excellent  Optimistic An Independent    65+
303   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
304     Not so concerned      No Not so good Pessimistic     A Democrat  30-49
305   Somewhat concerned     Yes        Poor Pessimistic   A Republican    65+
306   Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
307       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
308 Not concerned at all      No Not so good Pessimistic   A Republican    65+
309   Somewhat concerned     Yes        Poor Pessimistic   A Republican  50-64
310     Not so concerned      No        Poor Pessimistic An Independent  50-64
311 Not concerned at all     Yes Not so good  Optimistic   A Republican  18-29
312   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
313   Somewhat concerned     Yes   Excellent  Optimistic An Independent  50-64
314   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
315       Very concerned     Yes        Poor  Optimistic An Independent  30-49
316       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
317 Not concerned at all      No        Poor Pessimistic An Independent  30-49
318     Not so concerned      No        Good Pessimistic An Independent  30-49
319     Not so concerned     Yes        Poor Pessimistic   A Republican  30-49
320       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
321 Not concerned at all     Yes        Poor Pessimistic   A Republican  50-64
322     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
323     Not so concerned      No        Poor Pessimistic An Independent    65+
324     Not so concerned     Yes        Good  Optimistic An Independent    65+
325       Very concerned     Yes        Good  Optimistic An Independent  18-29
326       Very concerned     Yes   Excellent  Optimistic Something else    65+
327     Not so concerned      No Not so good Pessimistic     A Democrat  30-49
328     Not so concerned     Yes        Good Pessimistic   A Republican  30-49
329   Somewhat concerned     Yes        Good Pessimistic     A Democrat  18-29
330   Somewhat concerned     Yes Not so good Pessimistic     A Democrat    65+
331   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
332     Not so concerned     Yes        Good  Optimistic An Independent  50-64
333   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
334   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
335       Very concerned     Yes Not so good Pessimistic   A Republican  50-64
336   Somewhat concerned     Yes        Good Pessimistic     A Democrat  18-29
337   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
338       Very concerned     Yes        Good Pessimistic     A Democrat  50-64
339   Somewhat concerned     Yes Not so good  Optimistic   A Republican  50-64
340       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
341       Very concerned     Yes        Good  Optimistic An Independent  50-64
342   Somewhat concerned     Yes        Good  Optimistic An Independent    65+
343     Not so concerned      No        Poor Pessimistic An Independent  30-49
344       Very concerned     Yes        Good Pessimistic An Independent  30-49
345   Somewhat concerned     Yes Not so good Pessimistic   A Republican    65+
346       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
347   Somewhat concerned      No        Poor Pessimistic   A Republican  18-29
348       Very concerned      No Not so good Pessimistic An Independent  30-49
349     Not so concerned     Yes        Good  Optimistic   A Republican  18-29
350   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
351     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
352 Not concerned at all     Yes        Poor Pessimistic   A Republican    65+
353     Not so concerned     Yes Not so good  Optimistic   A Republican  50-64
354     Not so concerned     Yes   Excellent  Optimistic     A Democrat  30-49
355     Not so concerned     Yes        Good  Optimistic   A Republican  50-64
356   Somewhat concerned Skipped        Poor Pessimistic   A Republican    65+
357   Somewhat concerned     Yes Not so good  Optimistic     A Democrat  18-29
358     Not so concerned     Yes        Good  Optimistic     A Democrat  18-29
359     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
360   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
361       Very concerned     Yes Not so good Pessimistic An Independent  18-29
362   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
363     Not so concerned     Yes        Poor Pessimistic An Independent    65+
364     Not so concerned      No        Poor Pessimistic Something else  50-64
365 Not concerned at all     Yes        Poor Pessimistic An Independent    65+
366     Not so concerned     Yes        Good Pessimistic     A Democrat  30-49
367       Very concerned     Yes        Good  Optimistic An Independent  30-49
368     Not so concerned     Yes Not so good Pessimistic   A Republican  50-64
369   Somewhat concerned     Yes        Poor Pessimistic An Independent  30-49
370       Very concerned     Yes        Good  Optimistic An Independent  30-49
371     Not so concerned      No        Poor Pessimistic   A Republican  30-49
372       Very concerned     Yes        Poor Pessimistic   A Republican  18-29
373   Somewhat concerned     Yes        Good Pessimistic An Independent  18-29
374       Very concerned      No        Poor Pessimistic Something else  18-29
375   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
376       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
377   Somewhat concerned      No        Good  Optimistic An Independent  18-29
378     Not so concerned     Yes Not so good  Optimistic An Independent  18-29
379     Not so concerned     Yes        Poor Pessimistic   A Republican  18-29
380     Not so concerned      No        Poor Pessimistic   A Republican  50-64
381   Somewhat concerned     Yes        Good  Optimistic     A Democrat  18-29
382     Not so concerned     Yes Not so good Pessimistic   A Republican  18-29
383   Somewhat concerned Skipped        Poor Pessimistic   A Republican    65+
384 Not concerned at all      No        Poor  Optimistic Something else  18-29
385   Somewhat concerned      No Not so good Pessimistic     A Democrat  30-49
386     Not so concerned      No        Poor Pessimistic An Independent    65+
387       Very concerned     Yes Not so good  Optimistic An Independent  30-49
388 Not concerned at all     Yes        Poor Pessimistic An Independent  50-64
389 Not concerned at all      No Not so good Pessimistic Something else  18-29
390       Very concerned     Yes        Poor Pessimistic     A Democrat  30-49
391       Very concerned      No   Excellent  Optimistic        Skipped  18-29
392   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
393   Somewhat concerned     Yes        Good  Optimistic Something else  50-64
394   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
395   Somewhat concerned     Yes Not so good  Optimistic     A Democrat  18-29
396   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
397     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
398     Not so concerned      No Not so good  Optimistic   A Republican  30-49
399     Not so concerned     Yes   Excellent  Optimistic     A Democrat  18-29
400   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
401   Somewhat concerned     Yes        Good  Optimistic An Independent  18-29
402 Not concerned at all     Yes        Good  Optimistic An Independent  18-29
403   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
404       Very concerned     Yes        Good  Optimistic     A Democrat    65+
405       Very concerned     Yes        Good  Optimistic     A Democrat    65+
406   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
407   Somewhat concerned     Yes        Poor Pessimistic An Independent  50-64
408   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
409   Somewhat concerned      No        Good  Optimistic Something else  18-29
410     Not so concerned      No Not so good Pessimistic   A Republican  30-49
411 Not concerned at all      No Not so good Pessimistic   A Republican  30-49
412   Somewhat concerned     Yes        Good Pessimistic Something else  30-49
413       Very concerned     Yes        Good  Optimistic     A Democrat    65+
414       Very concerned     Yes   Excellent  Optimistic     A Democrat  50-64
415     Not so concerned     Yes        Good Pessimistic     A Democrat  50-64
416     Not so concerned      No        Poor Pessimistic An Independent  50-64
417       Very concerned     Yes Not so good  Optimistic Something else  30-49
418     Not so concerned     Yes        Poor Pessimistic An Independent  30-49
419     Not so concerned     Yes Not so good Pessimistic Something else  30-49
420     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
421       Very concerned     Yes        Good  Optimistic An Independent  30-49
422       Very concerned     Yes        Good Pessimistic     A Democrat  50-64
423 Not concerned at all     Yes   Excellent  Optimistic     A Democrat  30-49
424     Not so concerned     Yes        Good  Optimistic An Independent  50-64
425 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
426 Not concerned at all     Yes        Good Pessimistic   A Republican  30-49
427     Not so concerned     Yes Not so good Pessimistic An Independent    65+
428       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
429   Somewhat concerned      No        Good  Optimistic An Independent  30-49
430   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
431   Somewhat concerned     Yes        Good Pessimistic An Independent  18-29
432   Somewhat concerned     Yes   Excellent Pessimistic     A Democrat  30-49
433   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
434 Not concerned at all     Yes        Good  Optimistic     A Democrat  50-64
435   Somewhat concerned     Yes        Good  Optimistic An Independent  30-49
436       Very concerned     Yes        Good Pessimistic     A Democrat  30-49
437     Not so concerned      No Not so good Pessimistic     A Democrat  18-29
438     Not so concerned     Yes        Poor Pessimistic   A Republican    65+
439     Not so concerned     Yes     Skipped Pessimistic   A Republican  50-64
440   Somewhat concerned     Yes Not so good Pessimistic   A Republican  30-49
441   Somewhat concerned      No        Poor Pessimistic   A Republican  50-64
442   Somewhat concerned     Yes        Good Pessimistic An Independent    65+
443   Somewhat concerned      No Not so good Pessimistic An Independent  18-29
444     Not so concerned      No        Poor Pessimistic   A Republican  30-49
445   Somewhat concerned     Yes        Good  Optimistic Something else  50-64
446 Not concerned at all      No        Poor Pessimistic   A Republican  50-64
447       Very concerned     Yes        Poor Pessimistic   A Republican    65+
448   Somewhat concerned     Yes        Good Pessimistic     A Democrat    65+
449   Somewhat concerned     Yes Not so good  Optimistic An Independent  30-49
450   Somewhat concerned     Yes        Poor Pessimistic   A Republican  30-49
451   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
452   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
453     Not so concerned     Yes        Poor Pessimistic Something else  30-49
454   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
455   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
456       Very concerned     Yes   Excellent  Optimistic     A Democrat    65+
457   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
458       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
459   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat    65+
460   Somewhat concerned     Yes Not so good Pessimistic     A Democrat  18-29
461     Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
462     Not so concerned      No Not so good Pessimistic   A Republican  30-49
463     Not so concerned     Yes        Poor Pessimistic   A Republican  50-64
464     Not so concerned     Yes        Poor Pessimistic An Independent    65+
465     Not so concerned     Yes Not so good Pessimistic An Independent    65+
466 Not concerned at all      No        Poor Pessimistic   A Republican  18-29
467     Not so concerned      No        Poor Pessimistic   A Republican  30-49
468       Very concerned     Yes        Good  Optimistic     A Democrat  18-29
469   Somewhat concerned     Yes        Good Pessimistic     A Democrat    65+
470     Not so concerned     Yes        Good  Optimistic     A Democrat    65+
471   Somewhat concerned     Yes        Good Pessimistic     A Democrat  50-64
472       Very concerned     Yes        Good  Optimistic An Independent    65+
473 Not concerned at all      No        Poor Pessimistic An Independent  50-64
474     Not so concerned      No Not so good Pessimistic   A Republican  50-64
475       Very concerned     Yes        Good  Optimistic     A Democrat  30-49
476   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
477   Somewhat concerned      No        Good  Optimistic     A Democrat  18-29
478   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
479 Not concerned at all     Yes        Good Pessimistic   A Republican  50-64
480   Somewhat concerned     Yes Not so good Pessimistic   A Republican  50-64
481 Not concerned at all     Yes        Poor Pessimistic   A Republican  30-49
482 Not concerned at all      No        Good  Optimistic     A Democrat  50-64
483   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
484 Not concerned at all     Yes        Good Pessimistic An Independent  30-49
485   Somewhat concerned      No   Excellent Pessimistic     A Democrat    65+
486       Very concerned      No        Poor Pessimistic An Independent  30-49
487   Somewhat concerned     Yes        Good  Optimistic An Independent  50-64
488       Very concerned     Yes Not so good     Skipped Something else    65+
489   Somewhat concerned     Yes        Good Pessimistic     A Democrat  30-49
490   Somewhat concerned     Yes        Good Pessimistic An Independent  30-49
491   Somewhat concerned     Yes     Skipped  Optimistic     A Democrat  30-49
492     Not so concerned     Yes        Good  Optimistic     A Democrat  50-64
493   Somewhat concerned      No        Good Pessimistic     A Democrat  30-49
494   Somewhat concerned     Yes        Poor Pessimistic     A Democrat  30-49
495     Not so concerned     Yes        Poor Pessimistic An Independent  50-64
496   Somewhat concerned     Yes        Good  Optimistic     A Democrat    65+
497       Very concerned     Yes        Good  Optimistic     A Democrat  50-64
498 Not concerned at all      No        Poor Pessimistic   A Republican  30-49
499     Not so concerned     Yes        Good  Optimistic     A Democrat    65+
500 Not concerned at all     Yes Not so good  Optimistic   A Republican  30-49
501 Not concerned at all     Yes Not so good Pessimistic   A Republican  18-29
502     Not so concerned     Yes        Good  Optimistic Something else  30-49
503   Somewhat concerned      No Not so good Pessimistic An Independent  30-49
504   Somewhat concerned      No        Good Pessimistic An Independent  18-29
505   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
506   Somewhat concerned     Yes   Excellent  Optimistic     A Democrat  30-49
507       Very concerned     Yes   Excellent     Skipped     A Democrat    65+
508   Somewhat concerned      No        Good Pessimistic Something else  30-49
509     Not so concerned      No Not so good Pessimistic   A Republican  30-49
510     Not so concerned     Yes Not so good Pessimistic   A Republican    65+
511   Somewhat concerned     Yes   Excellent Pessimistic An Independent  50-64
512     Not so concerned      No     Skipped Pessimistic   A Republican  50-64
513   Somewhat concerned     Yes        Good Pessimistic Something else    65+
514     Not so concerned      No Not so good Pessimistic   A Republican  30-49
515     Not so concerned     Yes   Excellent  Optimistic     A Democrat  50-64
516 Not concerned at all     Yes        Poor Pessimistic An Independent  50-64
517       Very concerned      No Not so good Pessimistic   A Republican    65+
518   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
519   Somewhat concerned     Yes Not so good Pessimistic An Independent    65+
520   Somewhat concerned     Yes        Good  Optimistic     A Democrat  30-49
521 Not concerned at all     Yes        Good Pessimistic An Independent  18-29
522       Very concerned     Yes        Poor  Optimistic An Independent  30-49
523     Not so concerned     Yes        Poor Pessimistic An Independent  18-29
524   Somewhat concerned     Yes        Good  Optimistic     A Democrat  50-64
525 Not concerned at all     Yes Not so good  Optimistic   A Republican  50-64
526       Very concerned      No        Good Pessimistic Something else  18-29
527   Somewhat concerned     Yes Not so good Pessimistic An Independent  50-64
                                   Contact weights_pid
1   No, I am not willing to be interviewed      0.6382
2   No, I am not willing to be interviewed      0.5493
3   No, I am not willing to be interviewed      0.8488
4      Yes, I am willing to be interviewed      0.8126
5   No, I am not willing to be interviewed      0.4994
6   No, I am not willing to be interviewed      0.4043
7      Yes, I am willing to be interviewed      0.9159
8      Yes, I am willing to be interviewed      1.3350
9      Yes, I am willing to be interviewed      0.6686
10     Yes, I am willing to be interviewed      0.7541
11  No, I am not willing to be interviewed      0.9802
12     Yes, I am willing to be interviewed      0.4312
13  No, I am not willing to be interviewed      0.3791
14  No, I am not willing to be interviewed      0.7806
15  No, I am not willing to be interviewed      0.9526
16  No, I am not willing to be interviewed      0.6934
17  No, I am not willing to be interviewed      0.7116
18  No, I am not willing to be interviewed      1.1178
19  No, I am not willing to be interviewed      1.0967
20  No, I am not willing to be interviewed      0.5569
21     Yes, I am willing to be interviewed      0.7256
22  No, I am not willing to be interviewed      0.5788
23  No, I am not willing to be interviewed      0.4520
24  No, I am not willing to be interviewed      0.5786
25  No, I am not willing to be interviewed      0.8143
26  No, I am not willing to be interviewed      2.1221
27  No, I am not willing to be interviewed      0.9763
28  No, I am not willing to be interviewed      0.6996
29     Yes, I am willing to be interviewed      0.4123
30  No, I am not willing to be interviewed      0.6217
31  No, I am not willing to be interviewed      0.7486
32  No, I am not willing to be interviewed      0.9896
33  No, I am not willing to be interviewed      0.6934
34     Yes, I am willing to be interviewed      0.9793
35  No, I am not willing to be interviewed      0.5524
36  No, I am not willing to be interviewed      1.2767
37  No, I am not willing to be interviewed      0.6934
38  No, I am not willing to be interviewed      1.2446
39  No, I am not willing to be interviewed      0.8098
40     Yes, I am willing to be interviewed      0.6980
41  No, I am not willing to be interviewed      0.7557
42     Yes, I am willing to be interviewed      0.6346
43  No, I am not willing to be interviewed      1.5368
44  No, I am not willing to be interviewed      0.8383
45  No, I am not willing to be interviewed      0.8617
46  No, I am not willing to be interviewed      0.4555
47  No, I am not willing to be interviewed      0.4188
48  No, I am not willing to be interviewed      0.3495
49     Yes, I am willing to be interviewed      0.7631
50  No, I am not willing to be interviewed      0.9196
51     Yes, I am willing to be interviewed      0.5744
52  No, I am not willing to be interviewed      0.8202
53     Yes, I am willing to be interviewed      0.5948
54     Yes, I am willing to be interviewed      0.6133
55  No, I am not willing to be interviewed      1.0215
56  No, I am not willing to be interviewed      2.7723
57     Yes, I am willing to be interviewed      0.5507
58     Yes, I am willing to be interviewed      0.8891
59  No, I am not willing to be interviewed      1.0489
60     Yes, I am willing to be interviewed      0.7350
61  No, I am not willing to be interviewed      0.8451
62     Yes, I am willing to be interviewed      0.5577
63  No, I am not willing to be interviewed      0.8848
64     Yes, I am willing to be interviewed      0.7707
65  No, I am not willing to be interviewed      0.7786
66  No, I am not willing to be interviewed      0.8497
67  No, I am not willing to be interviewed      0.4005
68     Yes, I am willing to be interviewed      0.9865
69  No, I am not willing to be interviewed      0.9196
70     Yes, I am willing to be interviewed      0.9582
71  No, I am not willing to be interviewed      0.5720
72  No, I am not willing to be interviewed      0.8515
73  No, I am not willing to be interviewed      0.5717
74  No, I am not willing to be interviewed      0.5938
75  No, I am not willing to be interviewed      0.9111
76  No, I am not willing to be interviewed      0.8891
77  No, I am not willing to be interviewed      0.5162
78  No, I am not willing to be interviewed      0.6351
79     Yes, I am willing to be interviewed      0.9157
80     Yes, I am willing to be interviewed      1.2324
81  No, I am not willing to be interviewed      0.6582
82     Yes, I am willing to be interviewed      0.6739
83  No, I am not willing to be interviewed      0.7758
84     Yes, I am willing to be interviewed      0.4330
85     Yes, I am willing to be interviewed      1.6470
86  No, I am not willing to be interviewed      0.8462
87  No, I am not willing to be interviewed      1.1587
88     Yes, I am willing to be interviewed      0.6201
89  No, I am not willing to be interviewed      1.1483
90  No, I am not willing to be interviewed      0.4763
91     Yes, I am willing to be interviewed      0.9322
92  No, I am not willing to be interviewed      0.9582
93     Yes, I am willing to be interviewed      0.4038
94     Yes, I am willing to be interviewed      0.8914
95  No, I am not willing to be interviewed      0.9582
96  No, I am not willing to be interviewed      0.5206
97     Yes, I am willing to be interviewed      0.6023
98  No, I am not willing to be interviewed      0.5788
99  No, I am not willing to be interviewed      0.7061
100    Yes, I am willing to be interviewed      1.0721
101 No, I am not willing to be interviewed      0.7901
102 No, I am not willing to be interviewed      0.9453
103    Yes, I am willing to be interviewed      0.6826
104    Yes, I am willing to be interviewed      0.8461
105 No, I am not willing to be interviewed      0.8181
106 No, I am not willing to be interviewed      0.8408
107    Yes, I am willing to be interviewed      0.6453
108    Yes, I am willing to be interviewed      0.6759
109 No, I am not willing to be interviewed      0.8437
110    Yes, I am willing to be interviewed      0.5324
111    Yes, I am willing to be interviewed      1.0406
112    Yes, I am willing to be interviewed      1.3002
113 No, I am not willing to be interviewed      0.4643
114 No, I am not willing to be interviewed      1.1183
115    Yes, I am willing to be interviewed      0.6413
116 No, I am not willing to be interviewed      1.0409
117 No, I am not willing to be interviewed      0.5769
118 No, I am not willing to be interviewed      1.3358
119    Yes, I am willing to be interviewed      1.3260
120    Yes, I am willing to be interviewed      0.9793
121 No, I am not willing to be interviewed      0.7239
122 No, I am not willing to be interviewed      1.9060
123 No, I am not willing to be interviewed      0.7535
124 No, I am not willing to be interviewed      1.0462
125    Yes, I am willing to be interviewed      0.6818
126 No, I am not willing to be interviewed      0.8259
127 No, I am not willing to be interviewed      0.6210
128 No, I am not willing to be interviewed      0.9049
129 No, I am not willing to be interviewed      0.5683
130 No, I am not willing to be interviewed      1.2427
131    Yes, I am willing to be interviewed      0.6673
132 No, I am not willing to be interviewed      1.0638
133    Yes, I am willing to be interviewed      0.3743
134 No, I am not willing to be interviewed      0.8249
135 No, I am not willing to be interviewed      0.6580
136 No, I am not willing to be interviewed      0.6061
137 No, I am not willing to be interviewed      1.5142
138 No, I am not willing to be interviewed      0.8672
139 No, I am not willing to be interviewed      1.5895
140    Yes, I am willing to be interviewed      0.3922
141 No, I am not willing to be interviewed      0.9301
142    Yes, I am willing to be interviewed      0.8740
143 No, I am not willing to be interviewed      0.8493
144    Yes, I am willing to be interviewed      1.6103
145    Yes, I am willing to be interviewed      0.9365
146 No, I am not willing to be interviewed      0.5985
147 No, I am not willing to be interviewed      0.5266
148 No, I am not willing to be interviewed      0.5324
149 No, I am not willing to be interviewed      0.6446
150    Yes, I am willing to be interviewed      2.1104
151    Yes, I am willing to be interviewed      1.0316
152    Yes, I am willing to be interviewed      0.6170
153 No, I am not willing to be interviewed      0.9196
154 No, I am not willing to be interviewed      1.5133
155 No, I am not willing to be interviewed      0.7885
156 No, I am not willing to be interviewed      2.4138
157 No, I am not willing to be interviewed      1.6590
158 No, I am not willing to be interviewed      1.5897
159 No, I am not willing to be interviewed      0.6649
160 No, I am not willing to be interviewed      0.8152
161 No, I am not willing to be interviewed      0.9365
162 No, I am not willing to be interviewed      0.9773
163 No, I am not willing to be interviewed      0.9859
164    Yes, I am willing to be interviewed      0.6126
165 No, I am not willing to be interviewed      0.6582
166 No, I am not willing to be interviewed      0.6673
167 No, I am not willing to be interviewed      0.9258
168    Yes, I am willing to be interviewed      0.4330
169 No, I am not willing to be interviewed      0.6743
170 No, I am not willing to be interviewed      1.0174
171 No, I am not willing to be interviewed      0.6039
172 No, I am not willing to be interviewed      0.5826
173 No, I am not willing to be interviewed      0.7887
174    Yes, I am willing to be interviewed      0.7603
175 No, I am not willing to be interviewed      0.5643
176    Yes, I am willing to be interviewed      0.4501
177    Yes, I am willing to be interviewed      0.8617
178 No, I am not willing to be interviewed      3.0282
179    Yes, I am willing to be interviewed      0.4023
180    Yes, I am willing to be interviewed      0.9328
181 No, I am not willing to be interviewed      1.0715
182 No, I am not willing to be interviewed      0.4948
183 No, I am not willing to be interviewed      0.4646
184 No, I am not willing to be interviewed      2.1718
185 No, I am not willing to be interviewed      0.8072
186 No, I am not willing to be interviewed      0.6143
187 No, I am not willing to be interviewed      0.8178
188 No, I am not willing to be interviewed      0.8848
189 No, I am not willing to be interviewed      0.6081
190 No, I am not willing to be interviewed      0.6582
191 No, I am not willing to be interviewed      1.1928
192    Yes, I am willing to be interviewed      0.9977
193    Yes, I am willing to be interviewed      1.1315
194 No, I am not willing to be interviewed      1.1193
195    Yes, I am willing to be interviewed      0.6380
196 No, I am not willing to be interviewed      0.6039
197 No, I am not willing to be interviewed      0.7640
198 No, I am not willing to be interviewed      1.0124
199    Yes, I am willing to be interviewed      0.5148
200 No, I am not willing to be interviewed      0.9076
201    Yes, I am willing to be interviewed      0.6423
202 No, I am not willing to be interviewed      2.2728
203    Yes, I am willing to be interviewed      0.5659
204 No, I am not willing to be interviewed      0.8256
205 No, I am not willing to be interviewed      0.4878
206 No, I am not willing to be interviewed      1.0386
207 No, I am not willing to be interviewed      1.3772
208    Yes, I am willing to be interviewed      1.8662
209 No, I am not willing to be interviewed      0.6826
210 No, I am not willing to be interviewed      0.7797
211    Yes, I am willing to be interviewed      0.5717
212 No, I am not willing to be interviewed      2.2466
213 No, I am not willing to be interviewed      2.2064
214 No, I am not willing to be interviewed      1.1530
215 No, I am not willing to be interviewed      0.5579
216 No, I am not willing to be interviewed      2.0155
217 No, I am not willing to be interviewed      0.4259
218 No, I am not willing to be interviewed      0.5334
219 No, I am not willing to be interviewed      0.9449
220 No, I am not willing to be interviewed      0.5712
221 No, I am not willing to be interviewed      1.3290
222 No, I am not willing to be interviewed      1.5727
223    Yes, I am willing to be interviewed      0.8065
224 No, I am not willing to be interviewed      1.8931
225 No, I am not willing to be interviewed      0.5126
226 No, I am not willing to be interviewed      0.7218
227 No, I am not willing to be interviewed      0.7556
228 No, I am not willing to be interviewed      1.5871
229 No, I am not willing to be interviewed      1.1562
230 No, I am not willing to be interviewed      1.0140
231 No, I am not willing to be interviewed      0.4005
232    Yes, I am willing to be interviewed      2.0430
233 No, I am not willing to be interviewed      0.5318
234    Yes, I am willing to be interviewed      0.7419
235 No, I am not willing to be interviewed      1.3210
236    Yes, I am willing to be interviewed      3.0955
237 No, I am not willing to be interviewed      0.5148
238 No, I am not willing to be interviewed      0.5493
239 No, I am not willing to be interviewed      0.8879
240    Yes, I am willing to be interviewed      1.9886
241    Yes, I am willing to be interviewed      1.2728
242 No, I am not willing to be interviewed      0.4415
243 No, I am not willing to be interviewed      0.8360
244 No, I am not willing to be interviewed      1.4815
245    Yes, I am willing to be interviewed      1.3001
246 No, I am not willing to be interviewed      0.5957
247    Yes, I am willing to be interviewed      2.1664
248 No, I am not willing to be interviewed      0.8752
249 No, I am not willing to be interviewed      0.5311
250 No, I am not willing to be interviewed      0.8272
251    Yes, I am willing to be interviewed      1.4298
252 No, I am not willing to be interviewed      1.2043
253 No, I am not willing to be interviewed      1.5909
254 No, I am not willing to be interviewed      0.8437
255    Yes, I am willing to be interviewed      0.7901
256 No, I am not willing to be interviewed      0.6611
257    Yes, I am willing to be interviewed      0.5206
258 No, I am not willing to be interviewed      1.1163
259 No, I am not willing to be interviewed      0.6298
260 No, I am not willing to be interviewed      0.6406
261    Yes, I am willing to be interviewed      0.9646
262    Yes, I am willing to be interviewed      0.8011
263 No, I am not willing to be interviewed      0.8816
264 No, I am not willing to be interviewed      1.0703
265 No, I am not willing to be interviewed      1.1212
266 No, I am not willing to be interviewed      0.9793
267 No, I am not willing to be interviewed      1.1602
268    Yes, I am willing to be interviewed      1.0061
269    Yes, I am willing to be interviewed      1.9621
270 No, I am not willing to be interviewed      0.8618
271 No, I am not willing to be interviewed      1.0211
272    Yes, I am willing to be interviewed      1.3762
273    Yes, I am willing to be interviewed      1.1040
274 No, I am not willing to be interviewed      0.5148
275    Yes, I am willing to be interviewed      0.6934
276 No, I am not willing to be interviewed      0.3732
277 No, I am not willing to be interviewed      0.8158
278 No, I am not willing to be interviewed      0.6039
279    Yes, I am willing to be interviewed      0.7269
280    Yes, I am willing to be interviewed      0.6419
281    Yes, I am willing to be interviewed      0.9835
282 No, I am not willing to be interviewed      0.8493
283 No, I am not willing to be interviewed      0.5641
284 No, I am not willing to be interviewed      1.1562
285 No, I am not willing to be interviewed      2.2496
286 No, I am not willing to be interviewed      0.8751
287 No, I am not willing to be interviewed      1.9322
288 No, I am not willing to be interviewed      1.3568
289    Yes, I am willing to be interviewed      1.8116
290 No, I am not willing to be interviewed      1.1944
291    Yes, I am willing to be interviewed      0.4797
292 No, I am not willing to be interviewed      0.7378
293 No, I am not willing to be interviewed      0.3618
294 No, I am not willing to be interviewed      0.9340
295 No, I am not willing to be interviewed      0.7591
296 No, I am not willing to be interviewed      1.3781
297    Yes, I am willing to be interviewed      1.5368
298 No, I am not willing to be interviewed      1.7741
299    Yes, I am willing to be interviewed      0.6168
300 No, I am not willing to be interviewed      0.8156
301    Yes, I am willing to be interviewed      0.9080
302 No, I am not willing to be interviewed      0.6133
303 No, I am not willing to be interviewed      0.6267
304 No, I am not willing to be interviewed      1.1568
305 No, I am not willing to be interviewed      0.5901
306 No, I am not willing to be interviewed      0.9604
307 No, I am not willing to be interviewed      2.1206
308 No, I am not willing to be interviewed      0.5292
309 No, I am not willing to be interviewed      0.8462
310 No, I am not willing to be interviewed      1.1110
311 No, I am not willing to be interviewed      1.2973
312 No, I am not willing to be interviewed      0.7885
313 No, I am not willing to be interviewed      0.9451
314    Yes, I am willing to be interviewed      0.4962
315    Yes, I am willing to be interviewed      1.4488
316 No, I am not willing to be interviewed      0.5595
317 No, I am not willing to be interviewed      0.8451
318 No, I am not willing to be interviewed      1.3289
319 No, I am not willing to be interviewed      0.7622
320 No, I am not willing to be interviewed      0.4038
321 No, I am not willing to be interviewed      0.8618
322    Yes, I am willing to be interviewed      0.4296
323 No, I am not willing to be interviewed      0.7578
324    Yes, I am willing to be interviewed      0.5324
325 No, I am not willing to be interviewed      1.6534
326 No, I am not willing to be interviewed      2.8575
327    Yes, I am willing to be interviewed      0.7588
328 No, I am not willing to be interviewed      0.7846
329 No, I am not willing to be interviewed      0.9257
330 No, I am not willing to be interviewed      0.5568
331 No, I am not willing to be interviewed      1.1564
332    Yes, I am willing to be interviewed      0.9836
333 No, I am not willing to be interviewed      0.8778
334 No, I am not willing to be interviewed      1.2338
335 No, I am not willing to be interviewed      1.3530
336    Yes, I am willing to be interviewed      0.9332
337    Yes, I am willing to be interviewed      0.5788
338 No, I am not willing to be interviewed      1.2378
339    Yes, I am willing to be interviewed      0.6882
340    Yes, I am willing to be interviewed      0.5083
341    Yes, I am willing to be interviewed      0.7590
342    Yes, I am willing to be interviewed      0.7922
343    Yes, I am willing to be interviewed      0.8866
344    Yes, I am willing to be interviewed      1.1323
345 No, I am not willing to be interviewed      0.6826
346 No, I am not willing to be interviewed      0.9639
347 No, I am not willing to be interviewed      1.4648
348    Yes, I am willing to be interviewed      0.8118
349 No, I am not willing to be interviewed      1.3761
350    Yes, I am willing to be interviewed      0.7116
351    Yes, I am willing to be interviewed      0.6582
352 No, I am not willing to be interviewed      0.5374
353    Yes, I am willing to be interviewed      0.6609
354    Yes, I am willing to be interviewed      1.5339
355    Yes, I am willing to be interviewed      1.9662
356 No, I am not willing to be interviewed      0.6409
357 No, I am not willing to be interviewed      0.9287
358 No, I am not willing to be interviewed      0.9433
359 No, I am not willing to be interviewed      0.7183
360 No, I am not willing to be interviewed      0.7573
361 No, I am not willing to be interviewed      2.3210
362 No, I am not willing to be interviewed      0.7850
363 No, I am not willing to be interviewed      0.8484
364 No, I am not willing to be interviewed      1.1026
365 No, I am not willing to be interviewed      0.7172
366    Yes, I am willing to be interviewed      0.8383
367 No, I am not willing to be interviewed      2.1023
368 No, I am not willing to be interviewed      0.6315
369    Yes, I am willing to be interviewed      0.9512
370 No, I am not willing to be interviewed      1.0312
371    Yes, I am willing to be interviewed      0.9179
372 No, I am not willing to be interviewed      1.2451
373 No, I am not willing to be interviewed      1.8431
374 No, I am not willing to be interviewed      1.6095
375 No, I am not willing to be interviewed      3.0588
376 No, I am not willing to be interviewed      1.0227
377 No, I am not willing to be interviewed      1.5021
378 No, I am not willing to be interviewed      4.7289
379 No, I am not willing to be interviewed      1.0292
380    Yes, I am willing to be interviewed      0.7303
381 No, I am not willing to be interviewed      0.9287
382 No, I am not willing to be interviewed      1.1501
383 No, I am not willing to be interviewed      0.6706
384 No, I am not willing to be interviewed      2.4553
385 No, I am not willing to be interviewed      1.5878
386    Yes, I am willing to be interviewed      0.7648
387    Yes, I am willing to be interviewed      1.3290
388 No, I am not willing to be interviewed      1.0223
389    Yes, I am willing to be interviewed      1.9497
390 No, I am not willing to be interviewed      0.5788
391 No, I am not willing to be interviewed      6.2553
392 No, I am not willing to be interviewed      0.6556
393 No, I am not willing to be interviewed      2.3801
394    Yes, I am willing to be interviewed      0.5126
395 No, I am not willing to be interviewed      0.8385
396    Yes, I am willing to be interviewed      0.7889
397 No, I am not willing to be interviewed      0.4838
398    Yes, I am willing to be interviewed      0.9139
399    Yes, I am willing to be interviewed      0.8008
400 No, I am not willing to be interviewed      1.2854
401 No, I am not willing to be interviewed      1.5481
402 No, I am not willing to be interviewed      1.4188
403 No, I am not willing to be interviewed      0.4821
404 No, I am not willing to be interviewed      1.0239
405    Yes, I am willing to be interviewed      0.4542
406 No, I am not willing to be interviewed      0.7573
407 No, I am not willing to be interviewed      0.7962
408 No, I am not willing to be interviewed      0.6190
409    Yes, I am willing to be interviewed      2.3369
410 No, I am not willing to be interviewed      1.5893
411 No, I am not willing to be interviewed      1.2848
412 No, I am not willing to be interviewed      1.2113
413 No, I am not willing to be interviewed      0.4068
414    Yes, I am willing to be interviewed      0.3862
415    Yes, I am willing to be interviewed      0.6434
416    Yes, I am willing to be interviewed      0.9651
417 No, I am not willing to be interviewed      1.3139
418 No, I am not willing to be interviewed      1.2227
419    Yes, I am willing to be interviewed      0.6805
420    Yes, I am willing to be interviewed      0.6497
421 No, I am not willing to be interviewed      1.2532
422 No, I am not willing to be interviewed      0.4005
423 No, I am not willing to be interviewed      0.8142
424    Yes, I am willing to be interviewed      0.5905
425 No, I am not willing to be interviewed      0.8953
426    Yes, I am willing to be interviewed      0.7901
427 No, I am not willing to be interviewed      1.0711
428 No, I am not willing to be interviewed      1.2093
429    Yes, I am willing to be interviewed      3.6085
430    Yes, I am willing to be interviewed      0.5493
431 No, I am not willing to be interviewed      2.0064
432 No, I am not willing to be interviewed      0.9907
433 No, I am not willing to be interviewed      0.7625
434    Yes, I am willing to be interviewed      0.5318
435 No, I am not willing to be interviewed      1.5232
436 No, I am not willing to be interviewed      1.7585
437 No, I am not willing to be interviewed      2.5158
438    Yes, I am willing to be interviewed      0.5174
439 No, I am not willing to be interviewed      0.6986
440 No, I am not willing to be interviewed      0.7622
441 No, I am not willing to be interviewed      0.8158
442 No, I am not willing to be interviewed      0.8515
443 No, I am not willing to be interviewed      3.7417
444 No, I am not willing to be interviewed      1.0555
445 No, I am not willing to be interviewed      0.9065
446 No, I am not willing to be interviewed      1.4205
447    Yes, I am willing to be interviewed      0.6217
448 No, I am not willing to be interviewed      0.4165
449 No, I am not willing to be interviewed      3.1176
450 No, I am not willing to be interviewed      0.5923
451    Yes, I am willing to be interviewed      0.9776
452    Yes, I am willing to be interviewed      0.6319
453    Yes, I am willing to be interviewed      0.8280
454    Yes, I am willing to be interviewed      0.6434
455 No, I am not willing to be interviewed      1.4336
456    Yes, I am willing to be interviewed      0.5101
457    Yes, I am willing to be interviewed      0.8617
458    Yes, I am willing to be interviewed      0.5918
459 No, I am not willing to be interviewed      0.4364
460    Yes, I am willing to be interviewed      2.5859
461    Yes, I am willing to be interviewed      1.3333
462 No, I am not willing to be interviewed      0.9297
463 No, I am not willing to be interviewed      0.5522
464    Yes, I am willing to be interviewed      0.9361
465 No, I am not willing to be interviewed      0.5744
466 No, I am not willing to be interviewed      2.7143
467    Yes, I am willing to be interviewed      0.5120
468 No, I am not willing to be interviewed      1.2427
469    Yes, I am willing to be interviewed      0.4683
470    Yes, I am willing to be interviewed      0.3240
471 No, I am not willing to be interviewed      1.9050
472    Yes, I am willing to be interviewed      0.7849
473    Yes, I am willing to be interviewed      0.7125
474 No, I am not willing to be interviewed      0.7153
475 No, I am not willing to be interviewed      1.8266
476 No, I am not willing to be interviewed      1.4336
477 No, I am not willing to be interviewed      1.2994
478    Yes, I am willing to be interviewed      0.7508
479 No, I am not willing to be interviewed      0.5901
480    Yes, I am willing to be interviewed      0.5200
481 No, I am not willing to be interviewed      0.7300
482    Yes, I am willing to be interviewed      1.3005
483    Yes, I am willing to be interviewed      0.3922
484    Yes, I am willing to be interviewed      1.2667
485 No, I am not willing to be interviewed      0.4542
486 No, I am not willing to be interviewed      1.8529
487 No, I am not willing to be interviewed      1.0174
488 No, I am not willing to be interviewed      1.0567
489 No, I am not willing to be interviewed      0.6663
490 No, I am not willing to be interviewed      1.0875
491 No, I am not willing to be interviewed      1.6268
492 No, I am not willing to be interviewed      0.6806
493 No, I am not willing to be interviewed      2.6918
494    Yes, I am willing to be interviewed      1.5398
495    Yes, I am willing to be interviewed      1.0489
496    Yes, I am willing to be interviewed      0.8129
497 No, I am not willing to be interviewed      0.7745
498 No, I am not willing to be interviewed      0.5734
499 No, I am not willing to be interviewed      0.6209
500 No, I am not willing to be interviewed      0.9056
501 No, I am not willing to be interviewed      0.9658
502 No, I am not willing to be interviewed      0.9246
503 No, I am not willing to be interviewed      1.5253
504 No, I am not willing to be interviewed      1.8271
505    Yes, I am willing to be interviewed      0.5659
506 No, I am not willing to be interviewed      0.4038
507 No, I am not willing to be interviewed      1.7083
508    Yes, I am willing to be interviewed      1.2585
509 No, I am not willing to be interviewed      1.1559
510 No, I am not willing to be interviewed      0.4431
511 No, I am not willing to be interviewed      0.9466
512 No, I am not willing to be interviewed      0.7901
513    Yes, I am willing to be interviewed      1.1392
514    Yes, I am willing to be interviewed      1.1124
515 No, I am not willing to be interviewed      0.5280
516 No, I am not willing to be interviewed      0.5579
517 No, I am not willing to be interviewed      0.7218
518    Yes, I am willing to be interviewed      1.3298
519 No, I am not willing to be interviewed      0.9196
520 No, I am not willing to be interviewed      0.7389
521    Yes, I am willing to be interviewed      2.1002
522 No, I am not willing to be interviewed      1.0621
523    Yes, I am willing to be interviewed      1.5343
524    Yes, I am willing to be interviewed      0.9738
525    Yes, I am willing to be interviewed      0.5544
526    Yes, I am willing to be interviewed      1.8921
527 No, I am not willing to be interviewed      0.8393

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