An attempt to predict the tip as a percentage of the total amount the taxi driver recieves for a particular trip.
Data dictionary is available at : nyc.gov/html/tlc/downloads/pdf/data_dictionary_trip_records_green.pdf
Tools and Techniques:
- Extracting data directly from online source
- Data Wrangling and Munging
- Regression Models
- Bagging & Random Forest
- Principal Component Analysis (PCA)