An algorithm to recognize, display, and predict highest areas of taxi demand in DC
clusters the 2019 data using the k-means algorithm for each month and prints out text files with the cluster dictionaries
takes the cluster dictionaries from taxi.ipynb and uses that data to predict the highest areas of taxi demand in future months
takes the data from taxi.ipynb and taxi_predictions.ipynb and plots them on the DC map