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--- |
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license: cc-by-4.0 |
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language: |
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- en |
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tags: |
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- cs2 |
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- counter-strike |
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- esports |
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- gaming |
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pretty_name: CS2 Playstyle Dataset (2024) |
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size_categories: |
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- n<1K |
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--- |
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# CS2 Playstyle Dataset (2024) |
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[](https://doi.org/10.5281/zenodo.17264782) |
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**Author:** Jamie Packer |
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**License:** [CC BY 4.0](LICENSE) |
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**Source:** [GitHub Repository](https://github.com/Jamie-Packer/cs2-playstyle-dataset-2024) |
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--- |
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## Overview |
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This dataset captures **player playstyle features and role labels** from professional Counter-Strike 2 matches in 2024. |
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It includes aggregated player-level metrics describing opening attempts, trading behaviour, time-alive-per-death, |
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and **team-relative positioning features** (ADNT, ADAT) derived from parsed demo files using |
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[`awpy`](https://github.com/pnxenopoulos/awpy). |
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Designed for clustering, player profiling, and role-based analysis. |
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--- |
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## Contents |
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| File | Description | |
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|------|--------------| |
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| `data/cs2_playstyle_roles_2024.csv` | Main dataset (player-level records). | |
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| `docs/DATA_DICTIONARY.md` | Feature definitions and schema. | |
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| `LICENSE` | Creative Commons Attribution 4.0 International. | |
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--- |
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## Data coverage |
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- **Demos:** Professional matches played in 2024, parsed with `awpy`. |
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Some demos are excluded if missing or failed to parse. |
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- **Roles:** Adapted from [Harry Richards’ Positions Database](https://public.tableau.com/app/profile/harry.richards4213/viz/OLDPositionsDatabaseArchived/PositionsDatabaseNER0cs). |
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Players not covered in that source are left blank in `role_t`, `role_ct`, or `role_overall`. |
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--- |
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## Quick start |
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```python |
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import pandas as pd |
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df = pd.read_csv("data/cs2_playstyle_roles_2024.csv") |
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df.head() |
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``` |
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--- |
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## Citation |
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If you use this dataset, please cite: |
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> Jamie Packer (2024). *CS2 Playstyle Dataset (2024).* Zenodo. [DOI: 10.5281/zenodo.17264782](https://doi.org/10.5281/zenodo.17264782) |
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Also credit [Harry Richards’ Positions Database](https://public.tableau.com/app/profile/harry.richards4213/viz/OLDPositionsDatabaseArchived/PositionsDatabaseNER0cs) |
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when using the role labels. |
