Gradio web application that analyzes the relationships between venture capital firms, and invested companies. The app serves dual purposes: for job hunters, it identifies companies with strong product-market fit backed by reputable investors to target in their job search, while for startup founders, it highlights which investors support competitors, enabling refined pitch strategies.
Built with Pandas, NetworkX, Plotly, and Gradio, the application relies on clean, standardized CSV datasets with unified date formats and no null values to ensure data integrity and accurate insights.
- Data Preprocessing: Automatically cleans and standardizes column names and filters specific entries
- Interactive Graph Visualization: Use networkx and plotly to create interactive network graphs of relationships within the dataset.
- Web Interface: A gradio-based UI allows users to explore data and visualizations interactively.
Figure 1. Y Combinator
Figure 2. Healthcare Unicorns between 5 and 10 Billion
Figure 3. Greylock and M12 Ventures unicorns
Figure 4. Google Ventures
Figure 5. Founders Fund
Note: All companies are in green. Venture firms have different colors. The company circle varies proportionately to the private valuation.
git clone https://github.com/LNshuti/saas-winners.gitconda env create --file=environment.yamlconda activate saas-winerspip install -r requirements.txtpython app.pyIf you found the app useful, please make sure to give us a star!
