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- title: Vc Deal Flow Explorer
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- emoji: 🦀
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- colorFrom: gray
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- colorTo: indigo
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  sdk: gradio
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- sdk_version: 6.14.0
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- python_version: '3.13'
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  app_file: app.py
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- pinned: false
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ title: VC Deal Flow Signal — Interactive Explorer
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+ emoji: 📊
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+ colorFrom: blue
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+ colorTo: green
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  sdk: gradio
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+ sdk_version: 5.40.0
 
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  app_file: app.py
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+ pinned: true
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+ license: mit
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+ short_description: GitHub velocity dashboard for 55 venture-backed startups
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+ tags:
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+ - venture-capital
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+ - github
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+ - alternative-data
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+ - dashboard
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+ - panel-data
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+ - finance
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+ - startups
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+ datasets:
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+ - the-data-nerd/vc-deal-flow-signal
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  ---
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+ # 📊 VC Deal Flow Signal — Interactive Explorer
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+
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+ 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.
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+
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+ > **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.
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+
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+ ## What you can do here
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+
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+ | Tab | Use it for |
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+ |---|---|
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+ | **Overview** | KPI strip, signal-type composition by quarter, latest top-10 movers |
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+ | **Sector heatmap** | Sector × Quarter average commit velocity — spot sector rotations |
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+ | **Top movers** | Filter on quarter, sector, stage, signal type — rank by Δ commit velocity |
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+ | **Startup drilldown** | Pick a startup, see its four-quarter trajectory and latest classification |
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+ | **Methodology & cite** | Hypothesis, classifier rules, BibTeX, Zenodo / SSRN / Kaggle / MCP links |
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+
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+ ## Data lineage
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+ - **Source:** GitHub REST API v3, sampled on a 14-day rolling window
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+ - **Classifier:** open-source MIT — [github.com/kindrat86/gitdealflow-signal-classifier](https://github.com/kindrat86/gitdealflow-signal-classifier)
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+ - **Methodology preprint:** [SSRN 6606558](https://ssrn.com/abstract=6606558)
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+ - **Concept DOI:** [10.5281/zenodo.19650919](https://doi.org/10.5281/zenodo.19650919)
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+ - **Version DOI (v1.0.0):** [10.5281/zenodo.19650920](https://doi.org/10.5281/zenodo.19650920)
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+
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+ ## Companion artefacts
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+
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+ - **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)
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+ - **Production web app:** [signals.gitdealflow.com](https://signals.gitdealflow.com)
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+ - **Public MCP server:** [signals.gitdealflow.com/api/mcp/rpc](https://signals.gitdealflow.com/api/mcp/rpc)
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+
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+ ## Run it locally
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+
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+ ```bash
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+ git clone https://huggingface.co/spaces/the-data-nerd/vc-deal-flow-explorer
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+ cd vc-deal-flow-explorer
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+ pip install -r requirements.txt
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+ python app.py
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+ ```
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+
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+ ## License
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+
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+ - **Code (this Space):** MIT
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+ - **Data (the underlying dataset):** [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/)
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+ _Past acceleration does not guarantee future outcomes. This is alternative-data research, not investment advice._