1.2 Summary statistics
metadatasummarize <- metadata %>%
as.data.frame(metadata) %>%
select(-stdVotes, -stdVotesLog, -pctWinner)
stargazer(metadatasummarize, type = "html", summary.stat = c("n", "mean", "sd", "min", "p25", "median", "p75", "max"))
Statistic | N | Mean | St. Dev. | Min | Pctl(25) | Median | Pctl(75) | Max |
median_rent | 3,108 | 771.836 | 225.366 | 313 | 632 | 715 | 845.2 | 2,316 |
perc_rent | 3,108 | 10.938 | 3.121 | 3.411 | 8.909 | 10.561 | 12.552 | 35.335 |
median_age | 3,108 | 41.453 | 5.380 | 22.300 | 38.200 | 41.300 | 44.500 | 67.400 |
perc_white | 3,108 | 83.229 | 16.458 | 5.141 | 76.882 | 89.669 | 94.973 | 100.000 |
perc_below_pov | 3,108 | 14.550 | 5.975 | 2.356 | 10.360 | 13.672 | 17.794 | 54.772 |
median_income | 3,108 | 27,641.900 | 5,850.187 | 8,641 | 23,773.5 | 26,931.5 | 30,813.2 | 70,390 |
perc_hs | 3,108 | 13.088 | 6.266 | 1.117 | 8.485 | 11.739 | 16.709 | 73.560 |
perc_doc | 3,108 | 0.847 | 0.924 | 0.000 | 0.351 | 0.612 | 1.048 | 17.700 |
pctGOP | 3,108 | 0.661 | 0.163 | 0.055 | 0.569 | 0.695 | 0.788 | 0.969 |
totalVotes | 3,108 | 49,912.470 | 147,614.900 | 159 | 5,295.2 | 12,425.5 | 33,176.5 | 4,174,415 |