/Miss_You_PUBG

Primary LanguageJupyter Notebook

PUBG-PC DATA ANALYSIS

This analysis is performed over different datasets available publicly on kaggle.

  • leonardokarl/pubg-statisctic for Player statistics (used for hacker detection)
  • pubg-finish-placement-prediction for Winner prediction
  • skihikingkevin/pubg-match-deaths for visualisation of bots spawn spots and rivalry heatmaps
  • aadhavvignesh/pubg-weapon-stats for weapon-inventory visualization

Contents:

  • Pubg Weapon Analysis
  • Dataset Visualization using EDA
  • Pubg Deadzone visualization using heatmaps
  • Winner prediction using MLPRegressor( kernel based )
  • Bot Spawn Spots visualization
  • Hacker Detection using KMeans and PCA

Erangel Map is used for visualization of heatmaps but the dataset includes Miramar map's data as well.