Path of Exile Data Analysis

Analytics on Path of Exile League dataset provided by Kaggle user Ggzet

https://www.kaggle.com/gagazet/path-of-exile-league-statistic

Built With

• Python

Questions posed by dataset uploader:

1. A total number of players in each division, usage of each class in descending order.
2. Some of the players streaming their game (twitch colum). Do they play better than people, who does not?
3. Predict chance to be at top 30 in each division, if we are Necromancer. With and without stream.
4. Average number of finished challanges for each division, show division with highest and lowest average challanges.
5. Show dependency between level and class of died characters. Only for HC divisions.

These questions are answered in the jupyter notebook: poe-analytics.ipynb

Environment

Install required libraries in a newly created environment

pip install -r requirements.txt

Contact

Lim Jia Xiang - [email protected]

Project Link: https://github.com/limjiaxiang/PoE-analytics

License

This project is licensed under the Apache License Version 2.0 - see the LICENSE file for details

Acknowledgements

• othneildrew/Best-README-Template
• Ggzet for extracting the data
• Kaggle for hosting the dataset file on its platform