Remove dataset contents per takedown notice from Valve

data/ and sample/ removed. Dataset card updated to reflect takedown and remove interactive viewer link.

README.md

@@ -1,8 +1,6 @@
 ---
 license: cc-by-nc-4.0
 pretty_name: CS2-10k
-task_categories:
-  - other
 tags:
   - counter-strike
   - cs2
@@ -14,68 +12,17 @@ tags:
   - imitation-learning
   - action-prediction
   - webdataset
-size_categories:
-  - 100K<n<1M
-configs:
-  - config_name: default
-    data_files:
-      - split: train
-        path: data/*/*.tar
+viewer: false
 ---
 
-# CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset
-
-<p align="center">
-  <a href="https://huggingface.co/spaces/RekaAI/CS2-10k-viewer"><img src="https://huggingface.co/datasets/RekaAI/CS2-10k/resolve/main/viewer-banner.png" alt="Dataset Interactive Viewer"></a>
-</p>
-
-![CS2-10k preview](preview.avif)
-
-**CS2-10k** is a large-scale egocentric gameplay dataset built from professional CS2 matches. It contains **600,000+ player-round videos** spanning **10,000+ hours** of **first-person footage**, paired with **per-frame annotations** covering **keyboard state, mouse movement, and 3D player trajectory**.
-
-CS2-10k is built from public professional match demos sourced from [HLTV](https://www.hltv.org/). For each demo, we render first-person video at **720p, 48 fps** using the demo replay tool inside CS2, producing one video per player per round. Alongside each video, we store a `.parquet` file containing per-frame annotations synchronized to the video timeline.
-
-The dataset is published in [WebDataset](https://github.com/webdataset/webdataset) format: `~2 GB` tar shards under `data/<map>/`, where each sample is a `<uuid>.mp4` video paired with its `<uuid>.parquet` annotations. A top-level `index.parquet` lists every clip with its `shard` location for lookup and filtering.
+> **This dataset is no longer available due to a takedown notice from Valve.**
 
-### Annotation schema
-
-Every video clip has its corresponding annotations stored in a `.parquet` file:
-
-| Field | Type | Description |
-|---|---|---|
-| `map` | string | Map name (e.g. "mirage", "dust2") |
-| `round_number` | int | Round within the match |
-| `team` | int | 0 = Terrorist, 1 = Counter-Terrorist |
-| `num_frames` | int | Total frames in the clip |
-| `fps` | float | Video frame rate (48.0) |
-| `total_time` | float | Clip duration in seconds |
-| `fov` | float | Camera field of view (90.0°) |
-| `frame_data` | list[dict] | Per-frame annotation array (see below) |
-
-### Per-frame annotations
+# CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset
 
-Each entry in `frame_data` contains:
+**CS2-10k** was a large-scale egocentric gameplay dataset built from professional CS2 matches. It contained **600,000+ player-round videos** spanning **10,000+ hours** of **first-person footage**, paired with **per-frame annotations** covering **keyboard state, mouse movement, and 3D player trajectory**.
 
-| Field | Description |
-|---|---|
-| `actions` | Concatenated active keys: **W/A/S/D** (movement), **J** (jump), **C** (crouch), **R** (walk), **V** (freefall), **[** (fire), **]** (scope/secondary), **-** (no input) |
-| `mouse_x_delta` | Horizontal camera delta — proxy for mouse X movement |
-| `mouse_y_delta` | Vertical camera delta — proxy for mouse Y movement |
-| `position_x / y / z` | Player world position in game units |
-| `rotation_yaw` | Camera yaw angle (−180° to 180°) |
-| `rotation_pitch` | Camera pitch angle (−90° to 90°) |
+All data, the interactive viewer, and associated files have been removed from this repository in response to a takedown notice from Valve.
 
 ## License
 
-Released under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) (attribution, non-commercial). The underlying match demos are the property of their respective rights holders; this dataset is provided for research purposes.
-
-## Citation
-
-```bibtex
-@misc{cs2-10k,
-  title  = {CS2-10k: A Large-Scale Egocentric Counter-Strike 2 Dataset},
-  author = {Reka AI},
-  year   = {2026},
-  url    = {https://huggingface.co/datasets/RekaAI/CS2-10k}
-}
-```
+This dataset was previously released under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) (attribution, non-commercial). The underlying match demos are the property of their respective rights holders.

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