Jamie-Packer/cs2-playstyle-dataset-2024

CS2 Playstyle Dataset (2024)

Author: Jamie Packer
License: CC BY 4.0
Source: GitHub Repository

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Overview

This dataset captures player playstyle features and role labels from professional Counter-Strike 2 matches in 2024.
It includes aggregated player-level metrics describing opening attempts, trading behaviour, time-alive-per-death,
and team-relative positioning features (ADNT, ADAT) derived from parsed demo files using
awpy.

Designed for clustering, player profiling, and role-based analysis.

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Contents

File	Description
data/cs2_playstyle_roles_2024.csv	Main dataset (player-level records).
docs/DATA_DICTIONARY.md	Feature definitions and schema.
LICENSE	Creative Commons Attribution 4.0 International.

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Data coverage

• Demos: Professional matches played in 2024, parsed with awpy.
  Some demos are excluded if missing or failed to parse.
• Roles: Adapted from Harry Richards’ Positions Database.
  Players not covered in that source are left blank in role_t, role_ct, or role_overall.

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Quick start

import pandas as pd
df = pd.read_csv("data/cs2_playstyle_roles_2024.csv")
df.head()

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Citation

If you use this dataset, please cite:

Jamie Packer (2024). CS2 Playstyle Dataset (2024). Zenodo. DOI: 10.5281/zenodo.17264782

Also credit Harry Richards’ Positions Database
when using the role labels.