knitr::opts_chunk$set( collapse = TRUE, comment = "#>" )
library(styleguide) library(ggplot2) # CLEANING party.temp = as.character(house$party) party.temp[house$party != "democrat" & house$party != "republican"] = "other" party.temp[house$writein] = "writein" house$party = factor(party.temp, levels = c("democrat", 'republican', 'other', 'writein')) table(house$party) mi = house[house$electiondistrict == "MI3",] mi = mi[mi$party != 'writein',] mi = mi[mi$party != 'other',] # Plotting a <- ggplot(data=mi, aes(x=year, y=candidatevotes)) + geom_line(aes(colour = factor(party))) + geom_point(aes(colour = factor(party))) + scale_color_manual(values = c("#0015bc", "#E9141D"),name="Party", labels = c('Democrat', 'Republican')) + labs(title="MI-3 Elections") + xlab("Year") + ylab("Votes") + ylim(c(0,225000)) + xlim(c(1975,2019)) + theme(legend.position="bottom") + labs(subtitle = "1976 - 2018", caption = "Source: https://electionlab.mit.edu/data") + theme_seth() a
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