Preliminary analysis in R of Chicago's professional ultimate frisbee team's 2015 season stats.
For an overview, check out bh_knit.md
("Bring the heat" for the cheer fans do at games.)
- Import, tidy, and summarize data by player in a table
- Create a graph to visualize season MVP
- Data in ChicagoWildfire2015-stats.csv pulled from UltiAnalytics
bh_knit.Rmd
is an Rmarkdown file that outlines the munging and produces an example plot.bh_knit.md
is the same, but the plot renders on GitHub (though the LaTex equation for calculating plus-minus doesn't ๐)R/bh_prep.R
cleans the dataR/bh_stats.R
computes some summary statistics and a outlines a few simple modelsR/bh_plot.R
makes a few plots in ggplot2
More info on the Wildfire