Battlefield 4 graphs

Some quick data views, looking at player statistics from the game Battlefield 4. I’m scraping stats from a site that lets me get a bunch of numbers for players, statistics like “Kill/Death Ratio” and “Score per Minute” and the like. I collected a bucket of stats for the top 1000 players (by rounds completed) for all 5 platforms, then graphed various variables. Honestly I haven’t found a very interesting story in this data yet, the main thing I’ve learned is that time played is not really correlated with any measure of skill. Ie: no one learns to play better. But more to consider.

Scatter plot is for two variables (lableled on axes), histogram below is the x axis.

Kill/Death Ratio vs. Time Played Win/Loss Ratio vs Kill/Death Ratio