| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| tags: |
| - cs2 |
| - counter-strike |
| - esports |
| - gaming |
| pretty_name: CS2 Playstyle Dataset (2024) |
| size_categories: |
| - n<1K |
| --- |
| # CS2 Playstyle Dataset (2024) |
| [](https://doi.org/10.5281/zenodo.17264782) |
|
|
| **Author:** Jamie Packer |
| **License:** [CC BY 4.0](LICENSE) |
| **Source:** [GitHub Repository](https://github.com/Jamie-Packer/cs2-playstyle-dataset-2024) |
|
|
| --- |
|
|
| ## 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`](https://github.com/pnxenopoulos/awpy). |
|
|
| Designed for clustering, player profiling, and role-based analysis. |
|
|
| --- |
|
|
| ## 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. | |
|
|
| --- |
|
|
| ## 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](https://public.tableau.com/app/profile/harry.richards4213/viz/OLDPositionsDatabaseArchived/PositionsDatabaseNER0cs). |
| Players not covered in that source are left blank in `role_t`, `role_ct`, or `role_overall`. |
|
|
| --- |
|
|
| ## Quick start |
|
|
| ```python |
| import pandas as pd |
| df = pd.read_csv("data/cs2_playstyle_roles_2024.csv") |
| df.head() |
| ``` |
|
|
| --- |
|
|
| ## Citation |
|
|
| If you use this dataset, please cite: |
|
|
| > Jamie Packer (2024). *CS2 Playstyle Dataset (2024).* Zenodo. [DOI: 10.5281/zenodo.17264782](https://doi.org/10.5281/zenodo.17264782) |
|
|
| Also credit [Harry Richards’ Positions Database](https://public.tableau.com/app/profile/harry.richards4213/viz/OLDPositionsDatabaseArchived/PositionsDatabaseNER0cs) |
| when using the role labels. |
