CS2 tactical analytics catalog builder for esports match data
The project creates a reliable catalog of Counter‑Strike 2 matches by ingesting HLTV data, supporting both manual entry and optional web scraping. It uses configurable YAML files to define teams, maps, and date windows, and outputs CSV and Parquet tables for downstream analytics. Designed for analysts and developers building esports ML models or dashboards, it offers a reproducible, offline‑first workflow that avoids reliance on fragile APIs. Compared to ad‑hoc scripts, it provides a structured, test‑covered pipeline with clear validation and versioned outputs.
View on GitHub →C-J8/cs2-tactical-analytics