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README.md
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title:
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emoji:
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sdk: gradio
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sdk_version:
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python_version: '3.13'
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app_file: app.py
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pinned:
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---
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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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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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> **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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## What you can do here
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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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## 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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## Companion artefacts
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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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## Run it locally
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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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## License
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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._
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