This project was built to support IM Damian Lewtak while playing in chess.com Champion league.
Project consists of three components, based around a PostgreSQL database.
Python modules supporting data loads from chess.com public and not-so-public APIs, in the code directory (with their own README).
Following chess.com data is fetched:
- league standings (ranking & score)
- list of games played for users of interest
Additionally, a helper script to export processed standing data from the database into a Google Sheet was implemented to facilitate the fact Google Data Studio supports a 15 minute refresh interval on top of GSheet data, compared to 1 hour off a Postgres database.
dbt™ database model transforming the raw data and calculating measures to support Google Data Studio dashboard.
Following functionalities are implemented on top of standing data:
- rounds timestamps to the nearest minute
- calculates score delta over 1 hour, 1 day and 2 days
- calculates player downtime
Following functionalities are implemented on top of player games data:
- determine division player's and their oppontent's color, ranking, result
- calculate longest win streaks for players participating in the division
Dashboard - data as of Feb 12th, 20:50 CET, frozen in time.
Google Data Studio based dashboard using two data sources:
- Standings - Google Sheet with data exported from the database
- Games played - directly from database
