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library(tidyverse)
knitr::opts_chunk$set(echo = TRUE)Describing Cross-sectional Survey Data 2021
hw1
challenge1
Dirichi Umunna
dataset (abc_poll_2021)
ggplot2
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library(readr)
abc_poll_2021 <- read_csv("/Users/dirichiumunna/Documents/DACS601/GITHUB/dacss601_spring2023/posts/_data/abc_poll_2021.csv")Rows: 527 Columns: 31
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (28): xspanish, complete_status, ppeduc5, ppeducat, ppgender, ppethm, pp...
dbl (3): id, ppage, weights_pid
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.Code
View(abc_poll_2021)Error in check_for_XQuartz(file.path(R.home("modules"), "R_de.so")): X11 library is missing: install XQuartz from www.xquartz.orgGetting descriptive statistics of the data set
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summary(abc_poll_2021) id xspanish complete_status ppage
Min. :7230001 Length:527 Length:527 Min. :18.00
1st Qu.:7230132 Class :character Class :character 1st Qu.:40.00
Median :7230264 Mode :character Mode :character Median :55.00
Mean :7230264 Mean :53.39
3rd Qu.:7230396 3rd Qu.:67.00
Max. :7230527 Max. :91.00
ppeduc5 ppeducat ppgender ppethm
Length:527 Length:527 Length:527 Length:527
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
pphhsize ppinc7 ppmarit5 ppmsacat
Length:527 Length:527 Length:527 Length:527
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
ppreg4 pprent ppstaten PPWORKA
Length:527 Length:527 Length:527 Length:527
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
ppemploy Q1_a Q1_b Q1_c
Length:527 Length:527 Length:527 Length:527
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
Q1_d Q1_e Q1_f Q2
Length:527 Length:527 Length:527 Length:527
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
Q3 Q4 Q5 QPID
Length:527 Length:527 Length:527 Length:527
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
ABCAGE Contact weights_pid
Length:527 Length:527 Min. :0.3240
Class :character Class :character 1st Qu.:0.6332
Mode :character Mode :character Median :0.8451
Mean :1.0000
3rd Qu.:1.1516
Max. :6.2553 Identifying variable name
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names(abc_poll_2021) [1] "id" "xspanish" "complete_status" "ppage"
[5] "ppeduc5" "ppeducat" "ppgender" "ppethm"
[9] "pphhsize" "ppinc7" "ppmarit5" "ppmsacat"
[13] "ppreg4" "pprent" "ppstaten" "PPWORKA"
[17] "ppemploy" "Q1_a" "Q1_b" "Q1_c"
[21] "Q1_d" "Q1_e" "Q1_f" "Q2"
[25] "Q3" "Q4" "Q5" "QPID"
[29] "ABCAGE" "Contact" "weights_pid" Code
# trying all the means to get a description of the variables in the dataset and the result does not exactly give me the complete names. It seems like I have gone beyond my pay grade for today.Attempted scatter plot of two variables
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plot(abc_poll_2021$ppgender, abc_poll_2021$ppmarit5)Warning in xy.coords(x, y, xlabel, ylabel, log): NAs introduced by coercion
Warning in xy.coords(x, y, xlabel, ylabel, log): NAs introduced by coercionWarning in min(x): no non-missing arguments to min; returning InfWarning in max(x): no non-missing arguments to max; returning -InfWarning in min(x): no non-missing arguments to min; returning InfWarning in max(x): no non-missing arguments to max; returning -InfError in plot.window(...): need finite 'xlim' values
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#this data needs to be cleaned. To be continued...