CSGO Weapon Analysis

CSGO(Counter Strike:Global Offensive) is a complex tactical shooter game with a variety of weapons.To determine which weapon was the best, data was sourced from a kaggle dataset that had statistics from over 400,000 rounds of CSGO. The data was sorted, filtered, and split into multiple different smaller sets based on category to discover which weapons were best in criteria such as most damage and most kills made. The data helped draw the conclusion that the AK47 and AWP are the best weapons in CSGO.

The plot shown above is a heatmap that represents the amount of kills made by each weapon. The heatmap sorts the weapons by kills to show a gradual progression. One note: the kill values are in the thousands, so the graph is logarithmically scaled for clarity.