r6stats

Date: 2021.03.06
Tool to convert the CSV-File form the R6 ANALYST to compact fileformat.
Goal to enable datasience not based on Excel

Installation

download git data and move to tool directory in your cmd then enter

mkdir data
conda env create -n R6_datatool --file environment.yaml python=3.8.8

Change path in addData.bat and if desired DEFAULT user, respectively. In user_constants.py if desired change values of constants.

Maintenance

In [program_constants.py](https://github.com/MikeAlpaXRay/R6_datatool/blob/main/program_constants.py) it is possible to add new operators or change map pools.

Usage

Drag and Drop unaltered csv file into bat file. Enter the values according to the console output.

Datastructure

Data is saved in two files, via pickle. player data and team data respectively.

Playerdata

Click for details...

• name (string)
• matches (Pandas Dataframe)
  • Match ID
  • Timestamp
  • Winner
  • Player Rating
  • ATK Rating
  • DEF Rating
  • KOST
  • KPR
  • SRV
  • Kills
  • Refrags
  • Headshots
  • Underdog Kills
  • 1vX
  • Multikill Rounds
  • Deaths
  • Traded
  • Deaths
  • Traded by Enemy
  • Opening Kills
  • Opening Deaths
  • Entry Kills
  • Entry Deaths
  • Planted Defuser
  • Disabled Defuser
  • Teamkills
  • Teamkilled

Teamobject

Click for details...

• name (string)
• matches (Pandas Dataframe)
  • Match ID
  • Timestamp
  • Gamemode
  • Comp Info
  • Banned Map
  • Banned Op
  • Map
  • Outcome
  • Own Score
  • Enemy Score
  • Rounds (Pandas Dataframe)
    • Round(Index)
    • Site
    • Side
    • Result
    • Victory Type
    • Operatorstats (Pandas Dataframe)
      • Player
      • Operator