1. Bike Sharing Analysis

Activity 1.01: Investigating the Impact of Weather Conditions on Rides

1. Import the required libraries and the initial hour data:

   # import libraries
   import pandas as pd
   import matplotlib.pyplot as plt
   import seaborn as sns
   from scipy.stats import pearsonr
   %matplotlib inline
   # load hourly data
   data = pd.read_csv('https://raw.githubusercontent.com/'\
                      'PacktWorkshops/'\
                      'The-Data-Analysis-Workshop/master/'\
                      'Chapter01/data/hour.csv')

2. Create a new column in which weathersit is mapped to the four categorical values specified in Exercise 1.01, Preprocessing Temporal and Weather Features...