| --- |
| license: gfdl |
| language: |
| - en |
| tags: |
| - github |
| - commits |
| - lazy-pointer |
| - big-tech |
| - microsoft |
| - google |
| - facebook |
| - meta |
| - intel |
| - software-engineering |
| - code-dataset |
| - multi-repository |
| - ai |
| - machine-learning |
| - pretraining |
| - jsonl |
| - parquet |
| task_categories: |
| - text-generation |
| - feature-extraction |
| pretty_name: AdhyanshVerma/open-github-major-repos |
| size_categories: |
| - 100K<n<1M |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: "**/*.parquet" |
| default: true |
| --- |
| <h1 align="center">🌐 AdhyanshVerma's Open GitHub Major Repos</h1> |
|
|
| **An elite, curated collection of GitHub commit metadata from the world's most influential technology companies: Microsoft, Google, Meta, and Intel.** |
|
|
| []() |
| []() |
| []() |
| []() |
| []() |
|
|
| </div> |
|
|
| --- |
|
|
| ## 📖 Introduction |
|
|
| Welcome to **AdhyanshVerma's Open GitHub Major Repos** dataset. This dataset focuses exclusively on high-impact, industry-standard repositories maintained by the world's leading technology giants. |
|
|
| It utilizes the **Lazy Pointer Pattern**: instead of bloating your storage with petabytes of code files and complicating licensing, this dataset provides rich metadata and **precise GitHub URLs** for every commit. This allows AI pipelines and researchers to lazily fetch exact code diffs and trees on-demand, directly from the source. |
|
|
| **Extraction Methodology & Scale:** |
| The dataset is generated through a rigorous asynchronous pipeline interacting directly with the GitHub API. To ensure high-signal data for ML applications, aggressive filtering is applied: |
| - Commits with messages shorter than 20 characters are discarded. |
| - Commits modifying an abnormally large number of files (e.g., >10,000 files from vendor drops) are skipped. |
| - Data is processed and safely checkpointed in robust batches of 500 records. |
|
|
| Whether you're training Code LLMs, analyzing enterprise software engineering practices, or building code-RAG (Retrieval-Augmented Generation) systems, this dataset gives you the highest quality data from the engineers at Microsoft, Google, Meta, and Intel. |
|
|
| --- |
|
|
| ## 🚀 Dataset Highlights |
|
|
| - **Elite Quality:** Codebases maintained by top-tier engineers with strict CI/CD, typing, and code review standards. |
| - **AI & Systems Heavy:** Deep coverage of AI frameworks (TensorFlow, ONNX Runtime, PyTorch/Meta AI), systems programming (WSL2, gVisor, RocksDB), and web infrastructure (Playwright, React Native tooling). |
| - **Educational Goldmine:** Includes Microsoft's legendary "For-Beginners" series (AI, Data Science, Generative AI). |
| - **License Safe:** By storing pointers rather than code, you avoid redistributing potentially complex licenses. You fetch what you need, when you need it. |
|
|
| --- |
|
|
| ## 📊 Dataset Structure |
|
|
| The data is available in both **JSONL** and **Parquet** formats, split per repository for easy incremental loading. |
|
|
| ### Record Schema |
|
|
| Each record contains the following structure: |
|
|
| ```json |
| { |
| "text": "Repo: microsoft/playwright\nCommit: [HASH]\nAuthor: [NAME]\nDate: [ISO-8601]\nFiles: 3 (+10/-5)\n\nMessage: [COMMIT_MESSAGE]", |
| "metadata": { |
| "id": "unique_hash_id", |
| "repo": "microsoft/playwright", |
| "hash": "commit_sha", |
| "author": "Author Name", |
| "email": "author@example.com", |
| "date": "2023-10-25T14:30:00Z", |
| "subject": "fix: resolve browser context memory leak", |
| "files_changed": 3, |
| "insertions": 10, |
| "deletions": 5, |
| "code_url": "https://github.com/microsoft/playwright/tree/[HASH]", |
| "diff_url": "https://github.com/microsoft/playwright/commit/[HASH]", |
| "source": "github_lazy_pointer", |
| "processed_at": "2026-07-01T12:00:00Z" |
| } |
| } |
| ``` |
|
|
| --- |
|
|
| ## 🏢 Included Repositories |
|
|
| This dataset continuously tracks the following 394 elite repositories: |
|
|
| ```text |
| https://github.com/freeCodeCamp/freeCodeCamp |
| https://github.com/openclaw/openclaw |
| https://github.com/kamranahmedse/developer-roadmap |
| https://github.com/vuejs/vue |
| https://github.com/facebook/react |
| https://github.com/n8n-io/n8n |
| https://github.com/microsoft/vscode |
| https://github.com/twbs/bootstrap |
| https://github.com/ohmyzsh/ohmyzsh |
| https://github.com/flutter/flutter |
| https://github.com/langgenius/dify |
| https://github.com/Genymobile/scrcpy |
| https://github.com/yangshun/tech-interview-handbook |
| https://github.com/vercel/next.js |
| https://github.com/facebook/react-native |
| https://github.com/microsoft/terminal |
| https://github.com/microsoft/TypeScript |
| https://github.com/rust-lang/rust |
| https://github.com/microsoft/PowerToys |
| https://github.com/rustdesk/rustdesk |
| https://github.com/ggerganov/llama.cpp |
| https://github.com/kubernetes/kubernetes |
| https://github.com/tauri-apps/tauri |
| https://github.com/denoland/deno |
| https://github.com/oven-sh/bun |
| https://github.com/neovim/neovim |
| https://github.com/bitcoin/bitcoin |
| https://github.com/opencv/opencv |
| https://github.com/redis/redis |
| https://github.com/obsproject/obs-studio |
| https://github.com/git/git |
| https://github.com/FFmpeg/FFmpeg |
| https://github.com/public-apis/public-apis |
| https://github.com/EbookFoundation/free-programming-books |
| https://github.com/vinta/awesome-python |
| https://github.com/TheAlgorithms/Python |
| https://github.com/Significant-Gravitas/AutoGPT |
| https://github.com/jackfrued/Python-100-Days |
| https://github.com/AUTOMATIC1111/stable-diffusion-webui |
| https://github.com/huggingface/transformers |
| https://github.com/langchain-ai/langchain |
| https://github.com/angular/angular |
| https://github.com/sveltejs/svelte |
| https://github.com/solidjs/solid |
| https://github.com/jquery/jquery |
| https://github.com/nodejs/node |
| https://github.com/golang/go |
| https://github.com/python/cpython |
| https://github.com/JetBrains/kotlin |
| https://github.com/apple/swift |
| https://github.com/pytorch/pytorch |
| https://github.com/tensorflow/tensorflow |
| https://github.com/ollama/ollama |
| https://github.com/openai/whisper |
| https://github.com/comfyanonymous/ComfyUI |
| https://github.com/meta-llama/llama |
| https://github.com/microsoft/DeepSpeed |
| https://github.com/huggingface/diffusers |
| https://github.com/huggingface/datasets |
| https://github.com/openai/openai-python |
| https://github.com/docker/docker |
| https://github.com/hashicorp/terraform |
| https://github.com/hashicorp/vault |
| https://github.com/ansible/ansible |
| https://github.com/prometheus/prometheus |
| https://github.com/grafana/grafana |
| https://github.com/etcd-io/etcd |
| https://github.com/istio/istio |
| https://github.com/envoyproxy/envoy |
| https://github.com/helm/helm |
| https://github.com/mongodb/mongo |
| https://github.com/pingcap/tidb |
| https://github.com/cockroachdb/cockroach |
| https://github.com/apache/kafka |
| https://github.com/apache/cassandra |
| https://github.com/apache/spark |
| https://github.com/meilisearch/meilisearch |
| https://github.com/typesense/typesense |
| https://github.com/zed-industries/zed |
| https://github.com/alacritty/alacritty |
| https://github.com/starship/starship |
| https://github.com/sharkdp/bat |
| https://github.com/sharkdp/fd |
| https://github.com/BurntSushi/ripgrep |
| https://github.com/junegunn/fzf |
| https://github.com/jesseduffield/lazygit |
| https://github.com/jesseduffield/lazydocker |
| https://github.com/dandavison/delta |
| https://github.com/tmux/tmux |
| https://github.com/vim/vim |
| https://github.com/emacs-mirror/emacs |
| https://github.com/godotengine/godot |
| https://github.com/blender/blender |
| https://github.com/libgdx/libgdx |
| https://github.com/cocos2d/cocos2d-x |
| https://github.com/donnemartin/system-design-primer |
| https://github.com/trekhleb/javascript-algorithms |
| https://github.com/microsoft/Web-Dev-For-Beginners |
| https://github.com/kdn251/interviews |
| https://github.com/supabase/supabase |
| https://github.com/prisma/prisma |
| https://github.com/strapi/strapi |
| https://github.com/directus/directus |
| https://github.com/storybookjs/storybook |
| https://github.com/prettier/prettier |
| https://github.com/eslint/eslint |
| https://github.com/vitejs/vite |
| https://github.com/webpack/webpack |
| https://github.com/babel/babel |
| https://github.com/axios/axios |
| https://github.com/lodash/lodash |
| https://github.com/openssl/openssl |
| https://github.com/django/django |
| https://github.com/home-assistant/core |
| https://github.com/electron/electron |
| https://github.com/spring-projects/spring-boot |
| https://github.com/laravel/laravel |
| https://github.com/moby/moby |
| https://github.com/tiangolo/fastapi |
| https://github.com/torvalds/linux |
| https://github.com/gcc-mirror/gcc |
| https://github.com/llvm/llvm-project |
| https://github.com/v8/v8 |
| https://github.com/nginx/nginx |
| https://github.com/apache/httpd |
| https://github.com/postgres/postgres |
| https://github.com/sqlite/sqlite |
| https://github.com/pallets/flask |
| https://github.com/expressjs/express |
| https://github.com/rails/rails |
| https://github.com/nestjs/nest |
| https://github.com/pandas-dev/pandas |
| https://github.com/numpy/numpy |
| https://github.com/scipy/scipy |
| https://github.com/ipython/ipython |
| https://github.com/jupyter/jupyter |
| https://github.com/matplotlib/matplotlib |
| https://github.com/scikit-learn/scikit-learn |
| https://github.com/caddyserver/caddy |
| https://github.com/gohugoio/hugo |
| https://github.com/hashicorp/consul |
| https://github.com/hashicorp/nomad |
| https://github.com/hashicorp/packer |
| https://github.com/hashicorp/vagrant |
| https://github.com/MariaDB/server |
| https://github.com/influxdata/influxdb |
| https://github.com/timescale/timescaledb |
| https://github.com/rabbitmq/rabbitmq-server |
| https://github.com/apache/pulsar |
| https://github.com/ml-explore/mlx |
| https://github.com/ggerganov/ggml |
| https://github.com/sgl-project/sglang |
| https://github.com/vllm-project/vllm |
| https://github.com/netdata/netdata |
| https://github.com/suricata/suricata |
| https://github.com/rapid7/metasploit-framework |
| https://github.com/ruby/ruby |
| https://github.com/php/php-src |
| https://github.com/ziglang/zig |
| https://github.com/crystal-lang/crystal |
| https://github.com/nim-lang/Nim |
| https://github.com/Unity-Technologies/UnityCsReference |
| https://github.com/raylib/raylib |
| https://github.com/SFML/SFML |
| https://github.com/glfw/glfw |
| https://github.com/glm/glm |
| https://github.com/apache/hadoop |
| https://github.com/apache/flink |
| https://github.com/apache/arrow |
| https://github.com/ray-project/ray |
| https://github.com/WebKit/WebKit |
| https://github.com/mozilla/gecko-dev |
| https://github.com/ogham/exa |
| https://github.com/lsd-rs/lsd |
| https://github.com/sxyazi/yazi |
| https://github.com/ranger/ranger |
| https://github.com/tldr-pages/tldr |
| https://github.com/containerd/containerd |
| https://github.com/cri-o/cri-o |
| https://github.com/firecracker-microvm/firecracker |
| https://github.com/kata-containers/kata-containers |
| https://github.com/systemd/systemd |
| https://github.com/busybox/busybox |
| https://github.com/coreutils/coreutils |
| https://github.com/bminor/glibc |
| https://github.com/chromium/chromium |
| https://github.com/tailwindlabs/tailwindcss |
| https://github.com/shadcn-ui/ui |
| https://github.com/radix-ui/primitives |
| https://github.com/pmndrs/zustand |
| https://github.com/pmndrs/jotai |
| https://github.com/reduxjs/redux |
| https://github.com/TanStack/query |
| https://github.com/trpc/trpc |
| https://github.com/chakra-ui/chakra-ui |
| https://github.com/mantinedev/mantine |
| https://github.com/ant-design/ant-design |
| https://github.com/react-hook-form/react-hook-form |
| https://github.com/vercel/swr |
| https://github.com/vercel/ai |
| https://github.com/d3/d3 |
| https://github.com/threejs/three.js |
| https://github.com/pixijs/pixijs |
| https://github.com/nuxt/nuxt |
| https://github.com/remix-run/remix |
| https://github.com/QwikDev/qwik |
| https://github.com/nextauthjs/next-auth |
| https://github.com/clerk/javascript |
| https://github.com/calcom/cal.com |
| https://github.com/appwrite/appwrite |
| https://github.com/pocketbase/pocketbase |
| https://github.com/novuhq/novu |
| https://github.com/triggerdotdev/trigger.dev |
| https://github.com/inngest/inngest |
| https://github.com/temporalio/temporal |
| https://github.com/socketio/socket.io |
| https://github.com/airbytehq/airbyte |
| https://github.com/dbt-labs/dbt-core |
| https://github.com/apache/airflow |
| https://github.com/mlflow/mlflow |
| https://github.com/kubeflow/kubeflow |
| https://github.com/gradio-app/gradio |
| https://github.com/streamlit/streamlit |
| https://github.com/bevyengine/bevy |
| https://github.com/ruffle-rs/ruffle |
| https://github.com/searxng/searxng |
| https://github.com/esbuild/esbuild |
| https://github.com/swc-project/swc |
| https://github.com/vercel/turborepo |
| https://github.com/rollup/rollup |
| https://github.com/parcel-bundler/parcel |
| https://github.com/lerna/lerna |
| https://github.com/nrwl/nx |
| https://github.com/biomejs/biome |
| https://github.com/oxc-project/oxc |
| https://github.com/unplugin/unplugin |
| https://github.com/esbuild/esbuild |
| https://github.com/swc-project/swc |
| https://github.com/vercel/turborepo |
| https://github.com/rollup/rollup |
| https://github.com/parcel-bundler/parcel |
| https://github.com/lerna/lerna |
| https://github.com/nrwl/nx |
| https://github.com/biomejs/biome |
| https://github.com/oxc-project/oxc |
| https://github.com/unplugin/unplugin |
| https://github.com/elastic/elasticsearch |
| https://github.com/opensearch-project/OpenSearch |
| https://github.com/qdrant/qdrant |
| https://github.com/milvus-io/milvus |
| https://github.com/chroma-core/chroma |
| https://github.com/weaviate/weaviate |
| https://github.com/dragonflydb/dragonfly |
| https://github.com/scylladb/scylla |
| https://github.com/apache/couchdb |
| https://github.com/pubkey/rxdb |
| https://github.com/tokio-rs/tokio |
| https://github.com/tokio-rs/axum |
| https://github.com/actix/actix-web |
| https://github.com/hyperium/hyper |
| https://github.com/hyperium/tonic |
| https://github.com/serde-rs/serde |
| https://github.com/rustls/rustls |
| https://github.com/rustwasm/wasm-bindgen |
| https://github.com/rust-lang/rustlings |
| https://github.com/rust-lang/rust-analyzer |
| https://github.com/bytecodealliance/wasmtime |
| https://github.com/wasmerio/wasmer |
| https://github.com/BuilderIO/partytown |
| https://github.com/BuilderIO/builder |
| https://github.com/BuilderIO/mitosis |
| https://github.com/plasmicapp/plasmic |
| https://github.com/unjs/nitro |
| https://github.com/unjs/h3 |
| https://github.com/drizzle-team/drizzle-orm |
| https://github.com/planetscale/database-js |
| https://github.com/payloadcms/payload |
| https://github.com/sanity-io/sanity |
| https://github.com/11ty/eleventy |
| https://github.com/gatsbyjs/gatsby |
| https://github.com/elixir-lang/elixir |
| https://github.com/erlang/otp |
| https://github.com/clojure/clojure |
| https://github.com/scala/scala |
| https://github.com/apache/groovy |
| https://github.com/dart-lang/sdk |
| https://github.com/openjdk/jdk |
| https://github.com/JetBrains/intellij-community |
| https://github.com/t3-oss/create-t3-app |
| https://github.com/unocss/unocss |
| https://github.com/shikijs/shiki |
| https://github.com/antfu/ni |
| https://github.com/antfu/vite-plugin-pwa |
| https://github.com/rust-lang/cargo |
| https://github.com/rust-lang/book |
| https://github.com/vercel/turbopack |
| https://github.com/JuliusBrussee/caveman |
| https://github.com/perplexityai/bumblebee |
| https://github.com/Jakubantalik/transitions.dev |
| https://github.com/TencentCloud/CubeSandbox |
| https://github.com/ogulcancelik/herdr |
| https://github.com/langchain-ai/openwiki |
| https://github.com/LennysNewsletter/lennys-newsletterpodcastdata |
| https://github.com/Yeachan-Heo/oh-my-claudecode |
| https://github.com/entireio |
| https://github.com/autohandai/entrie-cli |
| https://github.com/obra/superpowers |
| https://github.com/xbtlin/ai-berkshire |
| https://github.com/5rahim/seanime |
| https://github.com/Dragoon0x/taste-skills |
| https://github.com/htop-dev/htop |
| https://github.com/aristocratos/btop |
| https://github.com/nicolargo/glances |
| https://github.com/netdata/netdata |
| https://github.com/Syllo/nvtop |
| https://github.com/aristocratos/bpytop |
| https://github.com/robertdavidgraham/masscan |
| https://github.com/WireGuard/wireguard-tools |
| https://github.com/fail2ban/fail2ban |
| https://github.com/the-tcpdump-group/tcpdump |
| https://github.com/openssh/openssh-portable |
| https://github.com/raboof/nethogs |
| https://github.com/BurntSushi/ripgrep |
| https://github.com/sharkdp/fd |
| https://github.com/sharkdp/bat |
| https://github.com/ajeetdsouza/zoxide |
| https://github.com/junegunn/fzf |
| https://github.com/ranger/ranger |
| https://github.com/tmux/tmux |
| https://github.com/starship/starship |
| https://github.com/alacritty/alacritty |
| https://github.com/kovidgoyal/kitty |
| https://github.com/neovim/neovim |
| https://github.com/atuinsh/atuin |
| https://github.com/docker/cli |
| https://github.com/kubernetes/kubectl |
| https://github.com/jesseduffield/lazygit |
| https://github.com/casey/just |
| https://github.com/go-task/task |
| https://github.com/containers/podman |
| https://github.com/davatorium/rofi |
| https://github.com/yshui/picom |
| https://github.com/flameshot-org/flameshot |
| https://github.com/Alexays/Waybar |
| https://github.com/dunst-project/dunst |
| https://github.com/swaywm/swaylock |
| https://github.com/jwasham/coding-interview-university |
| https://github.com/opencode-ai/opencode |
| https://github.com/github/gitignore |
| https://github.com/tonsky/FiraCode |
| https://github.com/ByteByteGoHq/system-design-101 |
| https://github.com/ventoy/Ventoy |
| https://github.com/nomic-ai/gpt4all |
| https://github.com/tesseract-ocr/tesseract |
| https://github.com/bradtraversy/design-resources-for-developers |
| https://github.com/karpathy/nanochat |
| https://github.com/firstcontributions/first-contributions |
| https://github.com/curl/curl |
| https://github.com/airbnb/javascript |
| https://github.com/facebook/create-react-app |
| https://github.com/facebook/jest |
| https://github.com/badlogic/pi-mono |
| https://github.com/zilliztech/claude-context |
| https://github.com/penpot/penpot |
| https://github.com/metabase/metabase |
| https://github.com/logseq/logseq |
| https://github.com/plausible/analytics |
| https://github.com/JuliaLang/julia |
| https://github.com/haskell/ghc |
| https://github.com/ocaml/ocaml |
| https://github.com/lua/lua |
| https://github.com/racket/racket |
| https://github.com/clickhouse/clickhouse |
| https://github.com/traefik/traefik |
| https://github.com/cilium/cilium |
| https://github.com/certbot/certbot |
| https://github.com/open-telemetry/opentelemetry |
| https://github.com/memcached/memcached |
| https://github.com/nsqio/nsq |
| https://github.com/nats-io/nats-server |
| https://github.com/VictoriaMetrics/VictoriaMetrics |
| https://github.com/spring-projects/spring-framework |
| https://github.com/netty/netty |
| https://github.com/quarkusio/quarkus |
| https://github.com/symfony/symfony |
| https://github.com/composer/composer |
| https://github.com/encode/django-rest-framework |
| https://github.com/koa/koa |
| https://github.com/meteor/meteor |
| https://github.com/helix-editor/helix |
| https://github.com/nushell/nushell |
| https://github.com/zellij-org/zellij |
| https://github.com/wez/wezterm |
| https://github.com/withastro/astro |
| ``` |
|
|
| --- |
|
|
| ## 💻 GitScope CLI: The Ultimate Explorer |
|
|
| To make interacting with this massive dataset seamless, this project is designed to be paired with **GitScope**: a powerful, modular, asynchronous, and visually stunning Command Line Interface (CLI). |
|
|
| **Key Features of GitScope:** |
| - **Interactive TUI:** A beautiful terminal user interface (powered by `Rich`) for browsing repositories, searching commits, and viewing detailed repository statistics. |
| - **Concurrent Downloading:** Feed GitScope a commit hash, and it uses asynchronous worker pools (`httpx`, `asyncio`) to safely and rapidly download the actual code trees and diff patches directly to your machine. |
| - **Smart Filtering:** Automatically excludes heavy binaries, images, and compiled objects to save you bandwidth and GitHub API quota. |
| - **Advanced Search:** Perform full-text, cross-repository searches on millions of commit messages in seconds. |
|
|
| **Here it is:** <a herf="https://github.com/AVadhyanshverma/GitScope">GitScope</a> |
|
|
| --- |
|
|
| ## 🛠️ How to Use |
| You can easily load this dataset using the Hugging Face `datasets` library. |
| ### Basic Streaming |
| Because of the massive scale of these repositories, streaming is recommended: |
| ```python |
| from datasets import load_dataset |
| # Load dataset in streaming mode to save local disk space |
| ds = load_dataset("AdhyanshVerma/open-github-major-repos", split="train", streaming=True) |
| |
| for record in ds: |
| meta = record["metadata"] |
| if meta["files_changed"] > 0: |
| print(f"Repo: {meta['repo']}") |
| print(f"Message: {meta['subject']}") |
| print(f"Diff URL: {meta['diff_url']}\n") |
| break |
| ``` |
| ### Fetching Code (Lazy Loading) |
| If you need the actual code diffs for LLM training (e.g., teaching an LLM to write code patches): |
|
|
| ```python |
| import requests |
| def get_patch(diff_url): |
| # Append .patch to the GitHub commit URL to get the raw diff |
| patch_url = diff_url + ".patch" |
| response = requests.get(patch_url) |
| return response.text if response.status_code == 200 else None |
| # Example usage |
| patch_data = get_patch("https://github.com/microsoft/playwright/commit/example_hash") |
| print(patch_data) |
| ``` |
|
|
| --- |
|
|
| ## ⚖️ License & Limitations |
|
|
| - **Metadata License:** The metadata dataset itself is released under the **GNU**. |
| - **Code License:** The code pointed to by the `code_url` and `diff_url` retains the original license of its respective repository (e.g., MIT, Apache 2.0, GPL). You are responsible for adhering to those licenses when fetching and using the raw code. |
| - **Link Rot:** Pointers rely on the GitHub API. If a repository is made private or deleted, the URLs will return a `404 Not Found`. |
|
|
