A classification machine learning model that can predict with 17% Recall that a startup that has raised a Seed Round will go onto raising a Series A. I gathered a dataset of 15k startup companies throughout the world from Crunchbase.
- Gathered from Crunchbase -15k rows -Companies were compiled from around the world that had raised a seed round since 2018. -Columns: Transaction Name,Transaction Name URL,Organization Name,Organization Name URL, Funding Type,Money Raised,Money Raised Currency,Money Raised Currency (in USD),Announced Date, Total Funding Amount,Total Funding Amount Currency,Total Funding Amount Currency (in USD), Organization Description,Organization Industries,Organization Location,Lead Investors, Number of Investors,Investor Names
- Scikit-Learn
- CatBoost
- Matplotlib
- Seaborn
- XGBOOST
https://noah40povis.medium.com/a-quantitative-approach-to-sourcing-dealflows-1bd90571029a