Using Tech Crunch posts conjunction with various exploratory analysis methods to model startup successes.
TC Posts data set: https://www.kaggle.com/thibalbo/techcrunch-posts-compilation Company/People data set: https://data.crunchbase.com/
- To obtain the data set, basic API access is needed
- Conduct EDA on Tech Crunch Posts to create a "hype/PR" time series graph
- Create sentiment analysis on each post within the company group
- Graph the sentiment analysis against outcome (if exists) "funded/exits/failures"
- Model successful startups and extract key success features