1e.py

import dask.dataframe as dd
import matplotlib.pyplot as plt


df_full = dd.read_csv('Trips_Full Data.csv')


distance_columns = [
    'Trips <1 Mile', 'Trips 1-3 Miles', 'Trips 3-5 Miles',
    'Trips 5-10 Miles', 'Trips 10-25 Miles', 'Trips 25-50 Miles',
    'Trips 50-100 Miles', 'Trips 100-250 Miles', 'Trips 250-500 Miles',
    'Trips 500+ Miles'
]

average_trips_each_distance = df_full[distance_columns].mean().compute()

plt.figure(figsize=(15, 7))
plt.bar(average_trips_each_distance.index, average_trips_each_distance.values, color='cadetblue')
plt.title('People Travelling vs. Distance')
plt.xlabel('Distance Category')
plt.ylabel('Average Number of Trips')
plt.xticks(rotation=45)
plt.tight_layout()


plt.savefig('people_travelling_vs_distance.png')
plt.close()