Project name
PUBG-A (PlayerUnknown's Battlegrounds Ananlysis)
Proposition
PUBG-A is a data-driven web application that provides gaming items information listing and insight analysis of player stats for PUBG game players who are unhappy with their gaming strategies, skills and limitation of official gaming data analysis.
Plans
Current
- Game item information
- Player data analysis including player's radar chart and game leaderboard
- Match data analysis focusing on rendering higher death rate spots on game map in early gaming stage and late gaming stage using heatmap
In the future
- Real-time stats analysis and visualization based on AWS EC2, SNS, SQS, Lambda
- Dynamic change on death spots analysis heatmap
Data source
-
Kaggle dataset A: https://www.kaggle.com/lazyjustin/pubgplayerstats
Kaggle dataset B: https://www.kaggle.com/chegerland/pubg-data-analysis/data
- extract: use python / js scripts to clean data
-
PUBG Tracker: https://pubgtracker.com/site-api
- extract: use python / js scripts to collect raw data by calling APIs and then clean data
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PUBG Wiki: https://pubg.gamepedia.com/PLAYERUNKNOWNS_BATTLEGROUNDS_Wiki