A-F-V / Citaldel-Data-Open-2021

Welcome to Team 8's Europe Citadel Data Open Submission

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To Setup

1. pip install virtualenv
2. Create Environment for first time python -m venv env
3. Enter environment with source env/bin/activate on unix or .\env\Scripts\activate on windows
4. Install requirements pip install -r requirements.txt

To run

1. Enter environment with source env/bin/activate on unix or .\env\Scripts\activate on windows
2. Run files normally

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File Explanation

• Raw Data - All the raw data including lexicons and packages
• Vizualizations - Vizualizations from the analysis
• Popularity Predictor - Popularity Predictor Models
• Processed Data - The processed data
• Headline To Emotion - Takes the packages data set and extracts the emotions from all the data

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TODO

• Also carry the mean for a test with each x
• Create a random forest model with a linear model to predict change in clicks (or equiv)
• Create a ANN to do same as above
• Bar graph instead of scatter