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startup-data project

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  1. Analysis of the Alice Corp. v. CLS Bank International, 573 U.S. __, 134 S. Ct. 2347 (2014) United States Supreme Court decision about patent eligibility.
  • patent-decision-news-scraper.ipynb
  • csv_export/parent_decision_news.csv
  1. Text Sentiment Analysis on 2016 AI Startups
  • ai-organizations.ipynb: Main notebook containing python scripts for data collection, cleaning, feature building, and models
  • csv_export/ai_df.csv: Snapshot of 2016 ai startups from crunchbase and their collected features (in progress)
  • ai_organizations_2016.csv: Clean csv of the 2016 ai data
  • Tweet Data: Inside GetOldTweets-python/ (3rd party old tweet scraper)
  • Naive Bayes Model Python File: model.py
  • Tensorflow Model: twitter-sentiment-model/, downloaded from https://www.kaggle.com/paoloripamonti/twitter-sentiment-analysis
  1. Miscellaneous
  • hackathon.ipynb
  • website/ (front end to visualize model outputs)

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Startup Data Research Project

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