Welcome to Dota Analysis

The Dota Analysis project is aimed to provide tools for Dota 2 players by applying advanced statistics, data analysis and machine learning techniques to open data about Dota 2 ingame objects.

Changelog

2023/07/24

* Individual items' WR over heroes is adjusted regarding general heroes' WR
+ We are in Twitter now!
+ A new plots type: when there is no correlation and no clusters, points are standardized and splitted into 4 categories regarding the average values

2023/06/26

* Major site rework
+ Average axes on scatter plots
+ Individual items' PR vs WR over heroes

2023/04/28

+ Added new items from 7.33

2023/04/07

+ Muerta added

2022/12/11

* fixed bug with hero names and icons

2022/09/22

* Rarely picked items are removed from particular heroe pages
* Rarely used buttons are removed from plot controls

2022/09/14

* Labels are replaced with icons

2022/07/21

* Brighter colors and other changes in plots for better readability

2022/07/16

+ Grid lines in plots

2022/07/15

+ Hero counterability feature
* Clustering algorithm change for better performance
- Divine Rapier and Gem of True Site are removed from items as outliers

2022/07/08

+ Demo video

2022/04/22

+ Hero counters pages

2022/03/27

* Dynamic plots

2022/03/21

+ Non cost/tier related items and neutral items pages

2022/02/24

* Stop the war!

2022/02/14

+ Hero pages with items analytics

2022/01/30

+ Polynomial regression for non linear dependencies

2021/12/07

+ Automatic data updating
+ Visual fixes

2021/10/17

* Team Spirit <3

2021/10/16

+ FireFox table visual fix
+ Heroes KDA page

2021/10/15

+ Items and Neutral items pages

2021/10/09

+ Heroes page

2021/10/08

+ Web-server is up!