Add dataset card

README.md

@@ -1,4 +1,1702 @@
 ---
+annotations_creators:
+- derived
 language:
-- en
----
+- eng
+license: unknown
+multilinguality: monolingual
+source_datasets:
+- mteb/stackexchange-clustering-p2p
+task_categories:
+- text-clustering
+task_ids:
+- Thematic clustering
+tags:
+- mteb
+- text
+---
+<!-- adapted from https://github.com/huggingface/huggingface_hub/blob/v0.30.2/src/huggingface_hub/templates/datasetcard_template.md -->
+
+<div align="center" style="padding: 40px 20px; background-color: white; border-radius: 12px; box-shadow: 0 2px 10px rgba(0, 0, 0, 0.05); max-width: 600px; margin: 0 auto;">
+  <h1 style="font-size: 3.5rem; color: #1a1a1a; margin: 0 0 20px 0; letter-spacing: 2px; font-weight: 700;">StackExchangeClusteringP2P.v2</h1>
+  <div style="font-size: 1.5rem; color: #4a4a4a; margin-bottom: 5px; font-weight: 300;">An <a href="https://github.com/embeddings-benchmark/mteb" style="color: #2c5282; font-weight: 600; text-decoration: none;" onmouseover="this.style.textDecoration='underline'" onmouseout="this.style.textDecoration='none'">MTEB</a> dataset</div>
+  <div style="font-size: 0.9rem; color: #2c5282; margin-top: 10px;">Massive Text Embedding Benchmark</div>
+</div>
+
+Clustering of title+body from stackexchange. Clustering of 5 sets of 10k paragraphs and 5 sets of 5k paragraphs.
+
+|               |                                             |
+|---------------|---------------------------------------------|
+| Task category | t2c                              |
+| Domains       | Web, Written                               |
+| Reference     | https://arxiv.org/abs/2104.07081 |
+
+
+## How to evaluate on this task
+
+You can evaluate an embedding model on this dataset using the following code:
+
+```python
+import mteb
+
+task = mteb.get_tasks(["StackExchangeClusteringP2P.v2"])
+evaluator = mteb.MTEB(task)
+
+model = mteb.get_model(YOUR_MODEL)
+evaluator.run(model)
+```
+
+<!-- Datasets want link to arxiv in readme to autolink dataset with paper -->
+To learn more about how to run models on `mteb` task check out the [GitHub repitory](https://github.com/embeddings-benchmark/mteb). 
+
+## Citation
+
+If you use this dataset, please cite the dataset as well as [mteb](https://github.com/embeddings-benchmark/mteb), as this dataset likely includes additional processing as a part of the [MMTEB Contribution](https://github.com/embeddings-benchmark/mteb/tree/main/docs/mmteb).
+
+```bibtex
+
+@article{geigle:2021:arxiv,
+  archiveprefix = {arXiv},
+  author = {Gregor Geigle and
+Nils Reimers and
+Andreas R{\"u}ckl{\'e} and
+Iryna Gurevych},
+  eprint = {2104.07081},
+  journal = {arXiv preprint},
+  title = {TWEAC: Transformer with Extendable QA Agent Classifiers},
+  url = {http://arxiv.org/abs/2104.07081},
+  volume = {abs/2104.07081},
+  year = {2021},
+}
+
+
+@article{enevoldsen2025mmtebmassivemultilingualtext,
+  title={MMTEB: Massive Multilingual Text Embedding Benchmark},
+  author={Kenneth Enevoldsen and Isaac Chung and Imene Kerboua and Márton Kardos and Ashwin Mathur and David Stap and Jay Gala and Wissam Siblini and Dominik Krzemiński and Genta Indra Winata and Saba Sturua and Saiteja Utpala and Mathieu Ciancone and Marion Schaeffer and Gabriel Sequeira and Diganta Misra and Shreeya Dhakal and Jonathan Rystrøm and Roman Solomatin and Ömer Çağatan and Akash Kundu and Martin Bernstorff and Shitao Xiao and Akshita Sukhlecha and Bhavish Pahwa and Rafał Poświata and Kranthi Kiran GV and Shawon Ashraf and Daniel Auras and Björn Plüster and Jan Philipp Harries and Loïc Magne and Isabelle Mohr and Mariya Hendriksen and Dawei Zhu and Hippolyte Gisserot-Boukhlef and Tom Aarsen and Jan Kostkan and Konrad Wojtasik and Taemin Lee and Marek Šuppa and Crystina Zhang and Roberta Rocca and Mohammed Hamdy and Andrianos Michail and John Yang and Manuel Faysse and Aleksei Vatolin and Nandan Thakur and Manan Dey and Dipam Vasani and Pranjal Chitale and Simone Tedeschi and Nguyen Tai and Artem Snegirev and Michael Günther and Mengzhou Xia and Weijia Shi and Xing Han Lù and Jordan Clive and Gayatri Krishnakumar and Anna Maksimova and Silvan Wehrli and Maria Tikhonova and Henil Panchal and Aleksandr Abramov and Malte Ostendorff and Zheng Liu and Simon Clematide and Lester James Miranda and Alena Fenogenova and Guangyu Song and Ruqiya Bin Safi and Wen-Ding Li and Alessia Borghini and Federico Cassano and Hongjin Su and Jimmy Lin and Howard Yen and Lasse Hansen and Sara Hooker and Chenghao Xiao and Vaibhav Adlakha and Orion Weller and Siva Reddy and Niklas Muennighoff},
+  publisher = {arXiv},
+  journal={arXiv preprint arXiv:2502.13595},
+  year={2025},
+  url={https://arxiv.org/abs/2502.13595},
+  doi = {10.48550/arXiv.2502.13595},
+}
+
+@article{muennighoff2022mteb,
+  author = {Muennighoff, Niklas and Tazi, Nouamane and Magne, Lo{\"\i}c and Reimers, Nils},
+  title = {MTEB: Massive Text Embedding Benchmark},
+  publisher = {arXiv},
+  journal={arXiv preprint arXiv:2210.07316},
+  year = {2022}
+  url = {https://arxiv.org/abs/2210.07316},
+  doi = {10.48550/ARXIV.2210.07316},
+}
+```
+
+# Dataset Statistics
+<details>
+  <summary> Dataset Statistics</summary>
+
+The following code contains the descriptive statistics from the task. These can also be obtained using:
+
+```python
+import mteb
+
+task = mteb.get_task("StackExchangeClusteringP2P.v2")
+
+desc_stats = task.metadata.descriptive_stats
+```
+
+```json
+{
+    "test": {
+        "num_samples": 74914,
+        "number_of_characters": 81735679,
+        "min_text_length": 71,
+        "average_text_length": 1091.06013562218,
+        "max_text_length": 4225,
+        "unique_texts": 3720,
+        "min_labels_per_text": 2,
+        "average_labels_per_text": 1.0,
+        "max_labels_per_text": 18476,
+        "unique_labels": 524,
+        "labels": {
+            "unity": {
+                "count": 18476
+            },
+            "directx": {
+                "count": 589
+            },
+            "movement": {
+                "count": 214
+            },
+            "opengl": {
+                "count": 5190
+            },
+            "javascript": {
+                "count": 1141
+            },
+            "c#": {
+                "count": 3223
+            },
+            "2d": {
+                "count": 2367
+            },
+            "animation": {
+                "count": 582
+            },
+            "game-design": {
+                "count": 1735
+            },
+            "procedural-generation": {
+                "count": 348
+            },
+            "physics": {
+                "count": 1048
+            },
+            "c++": {
+                "count": 4496
+            },
+            "sdl2": {
+                "count": 90
+            },
+            "terminology": {
+                "count": 81
+            },
+            "android": {
+                "count": 1644
+            },
+            "graphics": {
+                "count": 482
+            },
+            "octree": {
+                "count": 11
+            },
+            "java": {
+                "count": 3833
+            },
+            "ios": {
+                "count": 385
+            },
+            "cocos2d-iphone": {
+                "count": 184
+            },
+            "tools": {
+                "count": 91
+            },
+            "terrain": {
+                "count": 99
+            },
+            "xna": {
+                "count": 4059
+            },
+            "html5": {
+                "count": 138
+            },
+            "rendering": {
+                "count": 400
+            },
+            "mathematics": {
+                "count": 1249
+            },
+            "publishing": {
+                "count": 52
+            },
+            "architecture": {
+                "count": 1067
+            },
+            "matrix": {
+                "count": 115
+            },
+            "lighting": {
+                "count": 131
+            },
+            "shaders": {
+                "count": 707
+            },
+            "libgdx": {
+                "count": 1310
+            },
+            "path-finding": {
+                "count": 307
+            },
+            "pc": {
+                "count": 7
+            },
+            "mmo": {
+                "count": 182
+            },
+            "collision-detection": {
+                "count": 1389
+            },
+            "graphic-effects": {
+                "count": 25
+            },
+            "sdl": {
+                "count": 119
+            },
+            "3d": {
+                "count": 1331
+            },
+            "blender": {
+                "count": 133
+            },
+            "software-engineering": {
+                "count": 300
+            },
+            "gpu": {
+                "count": 42
+            },
+            "design-patterns": {
+                "count": 57
+            },
+            "box2d": {
+                "count": 264
+            },
+            "color": {
+                "count": 31
+            },
+            "udk": {
+                "count": 121
+            },
+            "transformation": {
+                "count": 39
+            },
+            "tiles": {
+                "count": 188
+            },
+            "camera": {
+                "count": 302
+            },
+            "legal": {
+                "count": 311
+            },
+            "raycasting": {
+                "count": 37
+            },
+            "python": {
+                "count": 329
+            },
+            "multiplayer": {
+                "count": 320
+            },
+            "andengine": {
+                "count": 77
+            },
+            "distribution": {
+                "count": 6
+            },
+            "lua": {
+                "count": 102
+            },
+            "algorithm": {
+                "count": 766
+            },
+            "tilemap": {
+                "count": 116
+            },
+            "game-maker": {
+                "count": 324
+            },
+            "ai": {
+                "count": 464
+            },
+            "pygame": {
+                "count": 56
+            },
+            "networking": {
+                "count": 547
+            },
+            "flash": {
+                "count": 336
+            },
+            "sprites": {
+                "count": 293
+            },
+            "simulations": {
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+            },
+            "virtual-reality": {
+                "count": 14
+            },
+            "hlsl": {
+                "count": 121
+            },
+            "waypoints": {
+                "count": 5
+            },
+            "audio": {
+                "count": 55
+            },
+            "textures": {
+                "count": 656
+            },
+            "game-mechanics": {
+                "count": 201
+            },
+            "intersection": {
+                "count": 9
+            },
+            "facebook": {
+                "count": 30
+            },
+            "manuals": {
+                "count": 2
+            },
+            "level-design": {
+                "count": 56
+            },
+            "rigging": {
+                "count": 14
+            },
+            "open-source": {
+                "count": 45
+            },
+            "software-rendering": {
+                "count": 9
+            },
+            "books": {
+                "count": 23
+            },
+            "objects": {
+                "count": 7
+            },
+            "minecraft-modding": {
+                "count": 109
+            },
+            "rotation": {
+                "count": 195
+            },
+            "storyboard": {
+                "count": 3
+            },
+            "iphone": {
+                "count": 349
+            },
+            "sharpdx": {
+                "count": 23
+            },
+            "glsl": {
+                "count": 139
+            },
+            "opengl-es": {
+                "count": 149
+            },
+            "loading": {
+                "count": 21
+            },
+            "effects": {
+                "count": 3
+            },
+            "accessibility": {
+                "count": 5
+            },
+            "performance": {
+                "count": 184
+            },
+            "physics-engine": {
+                "count": 44
+            },
+            "browser-based-games": {
+                "count": 68
+            },
+            "fund-raising": {
+                "count": 4
+            },
+            "xna-4.0": {
+                "count": 241
+            },
+            "monogame": {
+                "count": 120
+            },
+            "game-loop": {
+                "count": 93
+            },
+            "music": {
+                "count": 35
+            },
+            "board-game": {
+                "count": 3
+            },
+            "opengl-es2": {
+                "count": 67
+            },
+            "game-industry": {
+                "count": 102
+            },
+            "physx": {
+                "count": 11
+            },
+            "input": {
+                "count": 155
+            },
+            "unreal": {
+                "count": 81
+            },
+            "licensing": {
+                "count": 50
+            },
+            "starcraft-2": {
+                "count": 8
+            },
+            "geometry": {
+                "count": 112
+            },
+            "directx11": {
+                "count": 284
+            },
+            "smartfox": {
+                "count": 2
+            },
+            "jobs": {
+                "count": 20
+            },
+            "quaternion": {
+                "count": 22
+            },
+            "actionscript-3": {
+                "count": 118
+            },
+            "education": {
+                "count": 55
+            },
+            "art": {
+                "count": 55
+            },
+            "copyright": {
+                "count": 69
+            },
+            "roguelikes": {
+                "count": 7
+            },
+            "orientation": {
+                "count": 3
+            },
+            "projection": {
+                "count": 12
+            },
+            "steam": {
+                "count": 66
+            },
+            "phaser": {
+                "count": 46
+            },
+            "antialiasing": {
+                "count": 10
+            },
+            "3dsmax": {
+                "count": 70
+            },
+            "isometric": {
+                "count": 40
+            },
+            "mouse": {
+                "count": 14
+            },
+            "unreal-4": {
+                "count": 378
+            },
+            "spritesheet": {
+                "count": 22
+            },
+            "cocos2d": {
+                "count": 59
+            },
+            "assets": {
+                "count": 110
+            },
+            "nintendo": {
+                "count": 22
+            },
+            "asset-management": {
+                "count": 5
+            },
+            "mobile": {
+                "count": 66
+            },
+            "graphics-programming": {
+                "count": 73
+            },
+            "maya": {
+                "count": 30
+            },
+            "control": {
+                "count": 9
+            },
+            "directx9": {
+                "count": 56
+            },
+            "windows": {
+                "count": 71
+            },
+            "component-based": {
+                "count": 70
+            },
+            "gui": {
+                "count": 106
+            },
+            "adventure-game-studio": {
+                "count": 5
+            },
+            "roblox": {
+                "count": 15
+            },
+            "planning": {
+                "count": 12
+            },
+            "uv-mapping": {
+                "count": 9
+            },
+            "cross-platform": {
+                "count": 37
+            },
+            "c": {
+                "count": 46
+            },
+            "vector": {
+                "count": 124
+            },
+            "terrain-rendering": {
+                "count": 31
+            },
+            "screen": {
+                "count": 5
+            },
+            "project-management": {
+                "count": 39
+            },
+            "data-structure": {
+                "count": 64
+            },
+            "rpg": {
+                "count": 86
+            },
+            "balance": {
+                "count": 12
+            },
+            "management": {
+                "count": 3
+            },
+            "source-engine": {
+                "count": 12
+            },
+            "windows-phone-7": {
+                "count": 16
+            },
+            "testing": {
+                "count": 25
+            },
+            "controllers": {
+                "count": 15
+            },
+            "projectile-physics": {
+                "count": 21
+            },
+            "godot": {
+                "count": 163
+            },
+            "collider": {
+                "count": 3
+            },
+            "user-experience": {
+                "count": 22
+            },
+            "maps": {
+                "count": 90
+            },
+            "free-to-play": {
+                "count": 5
+            },
+            "keyboard": {
+                "count": 15
+            },
+            "random": {
+                "count": 38
+            },
+            "fragment-shader": {
+                "count": 16
+            },
+            "file-format": {
+                "count": 20
+            },
+            "bullet-physics": {
+                "count": 40
+            },
+            "shadow-mapping": {
+                "count": 10
+            },
+            "server": {
+                "count": 92
+            },
+            "racing": {
+                "count": 9
+            },
+            "unityscript": {
+                "count": 14
+            },
+            "directx10": {
+                "count": 15
+            },
+            "first-person-shooter": {
+                "count": 27
+            },
+            "xbox360": {
+                "count": 26
+            },
+            "multithreading": {
+                "count": 52
+            },
+            "point-cloud": {
+                "count": 3
+            },
+            "sfml": {
+                "count": 54
+            },
+            "modding": {
+                "count": 87
+            },
+            "logic": {
+                "count": 16
+            },
+            "vulkan": {
+                "count": 19
+            },
+            "adventure-games": {
+                "count": 10
+            },
+            "development-speed": {
+                "count": 8
+            },
+            "savegame": {
+                "count": 34
+            },
+            "competition": {
+                "count": 10
+            },
+            "voxels": {
+                "count": 44
+            },
+            "obj": {
+                "count": 6
+            },
+            "business": {
+                "count": 36
+            },
+            "entity-system": {
+                "count": 131
+            },
+            "3d-meshes": {
+                "count": 90
+            },
+            "databases": {
+                "count": 44
+            },
+            "html-canvas": {
+                "count": 28
+            },
+            "php": {
+                "count": 38
+            },
+            "cocos2d-x-js": {
+                "count": 7
+            },
+            "hardware": {
+                "count": 21
+            },
+            "trigonometry": {
+                "count": 7
+            },
+            "levels": {
+                "count": 15
+            },
+            "blender-game-engine": {
+                "count": 5
+            },
+            "touch": {
+                "count": 4
+            },
+            "marketing": {
+                "count": 99
+            },
+            "events": {
+                "count": 24
+            },
+            "spatial-partitioning": {
+                "count": 4
+            },
+            "macos": {
+                "count": 7
+            },
+            "leaderboards": {
+                "count": 30
+            },
+            "webgl": {
+                "count": 30
+            },
+            "web": {
+                "count": 31
+            },
+            "monetization": {
+                "count": 16
+            },
+            "frustum-culling": {
+                "count": 5
+            },
+            "entity-component-system": {
+                "count": 11
+            },
+            "resolution": {
+                "count": 11
+            },
+            "particles": {
+                "count": 22
+            },
+            "steering-behaviors": {
+                "count": 10
+            },
+            "dev-groups": {
+                "count": 2
+            },
+            "special-effects": {
+                "count": 9
+            },
+            "client-server": {
+                "count": 50
+            },
+            "scene-graph": {
+                "count": 12
+            },
+            "models": {
+                "count": 121
+            },
+            "angelscript": {
+                "count": 2
+            },
+            "timer": {
+                "count": 21
+            },
+            "corona-sdk": {
+                "count": 24
+            },
+            "node.js": {
+                "count": 21
+            },
+            "security": {
+                "count": 14
+            },
+            "jmonkeyengine": {
+                "count": 14
+            },
+            "sky": {
+                "count": 5
+            },
+            "deferred-rendering": {
+                "count": 10
+            },
+            "game-recording": {
+                "count": 5
+            },
+            "optimization": {
+                "count": 63
+            },
+            "efficiency": {
+                "count": 8
+            },
+            "character": {
+                "count": 26
+            },
+            "appstore": {
+                "count": 10
+            },
+            "selection": {
+                "count": 5
+            },
+            "rigidbody": {
+                "count": 13
+            },
+            "collision-resolution": {
+                "count": 40
+            },
+            "objective-c": {
+                "count": 21
+            },
+            "transparency": {
+                "count": 8
+            },
+            "ranking": {
+                "count": 14
+            },
+            "mesh": {
+                "count": 18
+            },
+            "inventory": {
+                "count": 3
+            },
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+                "count": 68
+            },
+            "timestep": {
+                "count": 5
+            },
+            "coordinates": {
+                "count": 34
+            },
+            "ogre": {
+                "count": 39
+            },
+            "wpf": {
+                "count": 2
+            },
+            "floating-point": {
+                "count": 6
+            },
+            "voice": {
+                "count": 9
+            },
+            "space-partitioning": {
+                "count": 8
+            },
+            "sound": {
+                "count": 41
+            },
+            "deployment": {
+                "count": 12
+            },
+            "game-maker-dnd": {
+                "count": 4
+            },
+            "console": {
+                "count": 21
+            },
+            "behavior-tree": {
+                "count": 5
+            },
+            "shadows": {
+                "count": 17
+            },
+            "havok": {
+                "count": 8
+            },
+            "three.js": {
+                "count": 15
+            },
+            "scripting": {
+                "count": 76
+            },
+            "joystick": {
+                "count": 3
+            },
+            "raytracing": {
+                "count": 19
+            },
+            "level-of-detail": {
+                "count": 12
+            },
+            "quake3": {
+                "count": 4
+            },
+            "normals": {
+                "count": 19
+            },
+            "interpolation": {
+                "count": 23
+            },
+            "frame-rate": {
+                "count": 33
+            },
+            "spritekit": {
+                "count": 24
+            },
+            "file": {
+                "count": 6
+            },
+            "sales": {
+                "count": 3
+            },
+            "sound-effects": {
+                "count": 7
+            },
+            "google-play": {
+                "count": 33
+            },
+            "tetris": {
+                "count": 2
+            },
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+                "count": 8
+            },
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+                "count": 14
+            },
+            "gimp": {
+                "count": 2
+            },
+            "grid": {
+                "count": 13
+            },
+            "graphics-design": {
+                "count": 10
+            },
+            "heuristics": {
+                "count": 3
+            },
+            "google-play-services": {
+                "count": 7
+            },
+            "lwjgl": {
+                "count": 41
+            },
+            "visual-studio": {
+                "count": 7
+            },
+            "playstation4": {
+                "count": 15
+            },
+            "line-of-sight": {
+                "count": 5
+            },
+            "probability": {
+                "count": 3
+            },
+            "refactoring": {
+                "count": 2
+            },
+            "interactive-fiction": {
+                "count": 7
+            },
+            "scoring": {
+                "count": 11
+            },
+            "game-state": {
+                "count": 3
+            },
+            "fluid-dynamics": {
+                "count": 5
+            },
+            "anti-cheat": {
+                "count": 9
+            },
+            "rpg-maker": {
+                "count": 8
+            },
+            "direct3d12": {
+                "count": 13
+            },
+            "parallax-scrolling": {
+                "count": 4
+            },
+            "oculus": {
+                "count": 3
+            },
+            "memory": {
+                "count": 3
+            },
+            "state": {
+                "count": 17
+            },
+            "resource-management": {
+                "count": 13
+            },
+            "2.5d": {
+                "count": 2
+            },
+            "collada": {
+                "count": 4
+            },
+            "construct-2": {
+                "count": 4
+            },
+            "platformer": {
+                "count": 22
+            },
+            "replays": {
+                "count": 2
+            },
+            "curves": {
+                "count": 4
+            },
+            "scala": {
+                "count": 2
+            },
+            "aabb": {
+                "count": 4
+            },
+            "porting": {
+                "count": 4
+            },
+            "cryengine": {
+                "count": 10
+            },
+            "glfw": {
+                "count": 11
+            },
+            ".net": {
+                "count": 8
+            },
+            "fmod": {
+                "count": 3
+            },
+            "fixed-timestep": {
+                "count": 5
+            },
+            "flixel": {
+                "count": 6
+            },
+            "hdr": {
+                "count": 3
+            },
+            "platform": {
+                "count": 11
+            },
+            "community-management": {
+                "count": 11
+            },
+            "hexagonal-grid": {
+                "count": 11
+            },
+            "materials": {
+                "count": 9
+            },
+            "career": {
+                "count": 39
+            },
+            "installer": {
+                "count": 4
+            },
+            "playstation3": {
+                "count": 4
+            },
+            "pyglet": {
+                "count": 7
+            },
+            "slick": {
+                "count": 12
+            },
+            "image": {
+                "count": 23
+            },
+            "allegro": {
+                "count": 8
+            },
+            "sql": {
+                "count": 4
+            },
+            "rts": {
+                "count": 31
+            },
+            "localization": {
+                "count": 7
+            },
+            "text": {
+                "count": 19
+            },
+            "map-editor": {
+                "count": 6
+            },
+            "viewport": {
+                "count": 3
+            },
+            "face": {
+                "count": 4
+            },
+            "noise": {
+                "count": 2
+            },
+            "timing": {
+                "count": 6
+            },
+            "tower-defense": {
+                "count": 5
+            },
+            "editors": {
+                "count": 6
+            },
+            "debugging": {
+                "count": 10
+            },
+            "normal-mapping": {
+                "count": 14
+            },
+            "jbox2d": {
+                "count": 3
+            },
+            "fsm": {
+                "count": 14
+            },
+            "content-rating": {
+                "count": 11
+            },
+            "glut": {
+                "count": 3
+            },
+            "turn-based": {
+                "count": 23
+            },
+            "compression": {
+                "count": 8
+            },
+            "vertex": {
+                "count": 12
+            },
+            "teamwork": {
+                "count": 4
+            },
+            "slimdx": {
+                "count": 3
+            },
+            "version-control": {
+                "count": 9
+            },
+            "plugin": {
+                "count": 3
+            },
+            "shading": {
+                "count": 5
+            },
+            "entity-component": {
+                "count": 10
+            },
+            "fonts": {
+                "count": 23
+            },
+            "spherical-harmonics": {
+                "count": 3
+            },
+            "vb.net": {
+                "count": 5
+            },
+            "psm": {
+                "count": 6
+            },
+            "actionscript": {
+                "count": 7
+            },
+            "microsoft": {
+                "count": 7
+            },
+            "puzzle": {
+                "count": 18
+            },
+            "car": {
+                "count": 2
+            },
+            "love2d": {
+                "count": 10
+            },
+            "beta": {
+                "count": 4
+            },
+            "quadtree": {
+                "count": 7
+            },
+            "linear-algebra": {
+                "count": 12
+            },
+            "jumping": {
+                "count": 5
+            },
+            "scale": {
+                "count": 2
+            },
+            "ipad": {
+                "count": 6
+            },
+            "linux": {
+                "count": 20
+            },
+            "global-illumination": {
+                "count": 4
+            },
+            "unity-networking": {
+                "count": 11
+            },
+            "crusader-kings-2-modding": {
+                "count": 5
+            },
+            "playtesting": {
+                "count": 5
+            },
+            "heightmap": {
+                "count": 9
+            },
+            "kinect": {
+                "count": 4
+            },
+            "websocket": {
+                "count": 6
+            },
+            "statistics": {
+                "count": 9
+            },
+            "fbx": {
+                "count": 9
+            },
+            "world-of-warcraft-modding": {
+                "count": 3
+            },
+            "source-code": {
+                "count": 2
+            },
+            "perlin-noise": {
+                "count": 5
+            },
+            "skyrim-modding": {
+                "count": 9
+            },
+            "skeletal-animation": {
+                "count": 24
+            },
+            "economy": {
+                "count": 5
+            },
+            "assembly": {
+                "count": 3
+            },
+            "geolocation": {
+                "count": 2
+            },
+            "splash-screen": {
+                "count": 2
+            },
+            "pixel": {
+                "count": 10
+            },
+            "card-game": {
+                "count": 7
+            },
+            "swift": {
+                "count": 5
+            },
+            "visualization": {
+                "count": 3
+            },
+            "vsync": {
+                "count": 5
+            },
+            "eclipse": {
+                "count": 3
+            },
+            "pixel-art": {
+                "count": 13
+            },
+            "tournament": {
+                "count": 2
+            },
+            "zbrush": {
+                "count": 2
+            },
+            "motivation": {
+                "count": 6
+            },
+            "online": {
+                "count": 8
+            },
+            "oop": {
+                "count": 6
+            },
+            "video": {
+                "count": 21
+            },
+            "index-buffer": {
+                "count": 5
+            },
+            "methodology": {
+                "count": 10
+            },
+            "impactjs": {
+                "count": 3
+            },
+            "code-reflection": {
+                "count": 4
+            },
+            "depth-buffer": {
+                "count": 11
+            },
+            "interface": {
+                "count": 6
+            },
+            "turn-based-strategy": {
+                "count": 7
+            },
+            "go": {
+                "count": 3
+            },
+            "wii": {
+                "count": 3
+            },
+            "path": {
+                "count": 3
+            },
+            "process": {
+                "count": 4
+            },
+            "trademark": {
+                "count": 10
+            },
+            "soya3d": {
+                "count": 2
+            },
+            "mission-design": {
+                "count": 3
+            },
+            "side-scroller": {
+                "count": 5
+            },
+            "marching-cubes": {
+                "count": 6
+            },
+            "skybox": {
+                "count": 8
+            },
+            "scene": {
+                "count": 7
+            },
+            "haxe": {
+                "count": 3
+            },
+            "openscenegraph": {
+                "count": 2
+            },
+            "culling": {
+                "count": 8
+            },
+            "encryption": {
+                "count": 4
+            },
+            "mvc": {
+                "count": 4
+            },
+            "advertisements": {
+                "count": 5
+            },
+            "npc": {
+                "count": 3
+            },
+            "effect": {
+                "count": 4
+            },
+            "game-maker-studio-2": {
+                "count": 3
+            },
+            "3d-modeling": {
+                "count": 9
+            },
+            "udp": {
+                "count": 3
+            },
+            "jquery": {
+                "count": 4
+            },
+            "hiring": {
+                "count": 2
+            },
+            "cloud-computing": {
+                "count": 2
+            },
+            "commodore-64": {
+                "count": 3
+            },
+            "storage": {
+                "count": 3
+            },
+            "ui-design": {
+                "count": 7
+            },
+            "release": {
+                "count": 4
+            },
+            "demo": {
+                "count": 4
+            },
+            "navmesh": {
+                "count": 2
+            },
+            "strategy": {
+                "count": 7
+            },
+            "social": {
+                "count": 3
+            },
+            "data-driven": {
+                "count": 4
+            },
+            "revenue": {
+                "count": 4
+            },
+            "openal": {
+                "count": 2
+            },
+            "window-management": {
+                "count": 4
+            },
+            "magicavoxel": {
+                "count": 2
+            },
+            "twine": {
+                "count": 6
+            },
+            "pipeline": {
+                "count": 4
+            },
+            "css": {
+                "count": 2
+            },
+            "game-center": {
+                "count": 3
+            },
+            "text-based": {
+                "count": 7
+            },
+            "torque-x": {
+                "count": 2
+            },
+            "signed-distance-field": {
+                "count": 3
+            },
+            "tessellation": {
+                "count": 4
+            },
+            "pico-8": {
+                "count": 4
+            },
+            "spritebatch": {
+                "count": 3
+            },
+            "business-model": {
+                "count": 2
+            },
+            "opentk": {
+                "count": 4
+            },
+            "assimp": {
+                "count": 7
+            },
+            "trailer": {
+                "count": 3
+            },
+            "texture-atlas": {
+                "count": 2
+            },
+            "unity-webgl": {
+                "count": 2
+            },
+            "tiled": {
+                "count": 3
+            },
+            "glm": {
+                "count": 2
+            },
+            "splines": {
+                "count": 6
+            },
+            "unit-testing": {
+                "count": 3
+            },
+            "compatibility": {
+                "count": 3
+            },
+            "matchmaking": {
+                "count": 3
+            },
+            "analytics": {
+                "count": 4
+            },
+            "irrlicht": {
+                "count": 2
+            },
+            "configuration": {
+                "count": 3
+            },
+            "filesystem": {
+                "count": 2
+            },
+            "piracy": {
+                "count": 3
+            },
+            "difficulty": {
+                "count": 3
+            },
+            "water": {
+                "count": 3
+            },
+            "rope-physics": {
+                "count": 2
+            },
+            "teaching": {
+                "count": 4
+            },
+            "memory-efficiency": {
+                "count": 9
+            },
+            "modelling-techniques": {
+                "count": 2
+            },
+            "sketchup": {
+                "count": 2
+            },
+            "portals": {
+                "count": 3
+            },
+            "windows-forms": {
+                "count": 5
+            },
+            "farseer-physics-engine": {
+                "count": 2
+            },
+            "hammer": {
+                "count": 2
+            },
+            "alpha-blending": {
+                "count": 5
+            },
+            "normal-generation": {
+                "count": 3
+            },
+            "human-resources": {
+                "count": 2
+            },
+            "quake2": {
+                "count": 2
+            },
+            "emulation": {
+                "count": 5
+            },
+            "metrics": {
+                "count": 2
+            },
+            "image-processing": {
+                "count": 2
+            },
+            "hacks": {
+                "count": 3
+            },
+            "angles": {
+                "count": 4
+            },
+            "streaming": {
+                "count": 2
+            },
+            "jogl": {
+                "count": 3
+            },
+            "chess": {
+                "count": 2
+            },
+            "ide": {
+                "count": 2
+            },
+            "augmented-reality": {
+                "count": 3
+            },
+            "productivity": {
+                "count": 2
+            },
+            "google-app-engine": {
+                "count": 2
+            },
+            "bukkit": {
+                "count": 3
+            },
+            "authentication": {
+                "count": 3
+            },
+            "spawning": {
+                "count": 2
+            },
+            "user-interface": {
+                "count": 3
+            },
+            "gameobject": {
+                "count": 3
+            },
+            "silverlight": {
+                "count": 3
+            },
+            "htc-vive": {
+                "count": 2
+            },
+            "synchronization": {
+                "count": 3
+            },
+            "spaces": {
+                "count": 2
+            },
+            "profiling": {
+                "count": 2
+            },
+            "lumberyard-engine": {
+                "count": 3
+            },
+            "unity-ads": {
+                "count": 2
+            },
+            "ajax": {
+                "count": 2
+            },
+            "bot": {
+                "count": 2
+            },
+            "outsourcing": {
+                "count": 2
+            },
+            "functional": {
+                "count": 2
+            },
+            "user-generated-content": {
+                "count": 3
+            },
+            "rpg-maker-mv": {
+                "count": 2
+            },
+            "javafx": {
+                "count": 2
+            },
+            "data": {
+                "count": 2
+            },
+            "computational-geometry": {
+                "count": 5
+            },
+            "harlowe": {
+                "count": 2
+            },
+            "hud": {
+                "count": 2
+            },
+            "bounding-spheres": {
+                "count": 2
+            },
+            "stencyl": {
+                "count": 2
+            },
+            "bounding-boxes": {
+                "count": 2
+            },
+            "rpg-maker-xp": {
+                "count": 3
+            },
+            "stage3d": {
+                "count": 2
+            },
+            "renpy": {
+                "count": 2
+            },
+            "documentation": {
+                "count": 2
+            },
+            "content-generation": {
+                "count": 2
+            },
+            "babylonjs": {
+                "count": 2
+            },
+            "palette": {
+                "count": 2
+            }
+        }
+    }
+}
+```
+
+</details>
+
+---
+*This dataset card was automatically generated using [MTEB](https://github.com/embeddings-benchmark/mteb)*