For our project we looked at caffeine consumption and its relationship to productivity. The following are the data sets that we used:
- ANHRS_08112022231653052.csv (Hours Worked Datasaet)
- Productivity.csv
- coffee.csv
- energy_drinks.csv
Our final project consists of 3 Notebooks:
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Full_Data: File for combination and merging of all four data sets. Used for prediction portion of project
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Full_Data2: File for combination and creation of maps (visualizations)
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Final_Project_Submission-2: The notebook which includes all sections of project
- Motivation
- Methdology
- Research Questions
- General Background
- Correlation Plots
- Test and Train Data
- Prediction Class
- Predictions
- Results
- Limitations
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Note: The full data cleaning was performed in Full_Data and Full_Data2 files. We used a store function in both notebooks, so these can be easily accessed via the final_submission_file.