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| title: VC Deal Flow Signal — Interactive Explorer | |
| emoji: 📊 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: gradio | |
| sdk_version: 5.40.0 | |
| app_file: app.py | |
| pinned: true | |
| license: mit | |
| short_description: GitHub velocity dashboard for 55 venture-backed startups | |
| tags: | |
| - venture-capital | |
| - github | |
| - alternative-data | |
| - dashboard | |
| - panel-data | |
| - finance | |
| - startups | |
| datasets: | |
| - the-data-nerd/vc-deal-flow-signal | |
| # 📊 VC Deal Flow Signal — Interactive Explorer | |
| [](https://signals.gitdealflow.com/built-with) | |
| A Gradio dashboard built on the live public dataset [`the-data-nerd/vc-deal-flow-signal`](https://huggingface.co/datasets/the-data-nerd/vc-deal-flow-signal) — engineering-velocity signals across ~55 venture-backed startups in 20 sectors, four quarters of GitHub data. | |
| > **Why this exists.** Sustained engineering acceleration on GitHub tends to lead fundraise announcements by 6–12 weeks. The dataset is the panel; this Space is the lens. | |
| ## What you can do here | |
| | Tab | Use it for | | |
| |---|---| | |
| | **Overview** | KPI strip, signal-type composition by quarter, latest top-10 movers | | |
| | **Sector heatmap** | Sector × Quarter average commit velocity — spot sector rotations | | |
| | **Top movers** | Filter on quarter, sector, stage, signal type — rank by Δ commit velocity | | |
| | **Startup drilldown** | Pick a startup, see its four-quarter trajectory and latest classification | | |
| | **Methodology & cite** | Hypothesis, classifier rules, BibTeX, Zenodo / SSRN / Kaggle / MCP links | | |
| ## Data lineage | |
| - **Source:** GitHub REST API v3, sampled on a 14-day rolling window | |
| - **Classifier:** open-source MIT — [github.com/kindrat86/gitdealflow-signal-classifier](https://github.com/kindrat86/gitdealflow-signal-classifier) | |
| - **Methodology preprint:** [SSRN 6606558](https://ssrn.com/abstract=6606558) | |
| - **Concept DOI:** [10.5281/zenodo.19650919](https://doi.org/10.5281/zenodo.19650919) | |
| - **Version DOI (v1.0.0):** [10.5281/zenodo.19650920](https://doi.org/10.5281/zenodo.19650920) | |
| ## Companion artefacts | |
| - **Chat-agent Space (DeepSeek + MCP):** [huggingface.co/spaces/the-data-nerd/vc-deal-flow-deepseek](https://huggingface.co/spaces/the-data-nerd/vc-deal-flow-deepseek) | |
| - **Production web app:** [signals.gitdealflow.com](https://signals.gitdealflow.com) | |
| - **Public MCP server:** [signals.gitdealflow.com/api/mcp/rpc](https://signals.gitdealflow.com/api/mcp/rpc) | |
| ## Run it locally | |
| ```bash | |
| git clone https://huggingface.co/spaces/the-data-nerd/vc-deal-flow-explorer | |
| cd vc-deal-flow-explorer | |
| pip install -r requirements.txt | |
| python app.py | |
| ``` | |
| ## License | |
| - **Code (this Space):** MIT | |
| - **Data (the underlying dataset):** [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) | |
| _Past acceleration does not guarantee future outcomes. This is alternative-data research, not investment advice._ | |