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import pandas as pd
import matplotlib.pyplot as plt
%pylab inline


    

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headers = ["date", "visitors"]
data = pd.read_csv("visitors.csv", skiprows=4, names = headers)
data.head()


    

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headers = ["date", "visitors_new"]
data_new = pd.read_csv("visitors-new.csv", skiprows=4, names = headers)
data_new.head()


    

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data_combined = pd.merge(data, data_new)
data_combined.head()


    

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# Sort by date
# COnvert date to index
# Plot 

data_combined.sort(["date"], inplace=True)
data_combined.set_index("date", inplace=True)
data_combined.head()


    

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data_combined.plot()
plt.show()


    

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