Menganalisis Kampanye Pemasaran dengan pandas
Jill Rosok
Data Scientist
# Aggregate unique users that see ads by date daily_users = marketing.groupby(['date_served'])\ ['user_id'].nunique() print(daily_users)
date_served 2018-01-01 362 2018-01-02 374 2018-01-03 348 ... Name: user_id, dtype: int64
import matplotlib.pyplot as plt # Plot daily_users.plot() # Annotate plt.title('Daily number of users who see ads') plt.xlabel('Date') plt.ylabel('Number of users') plt.xticks(rotation = 45) plt.show()
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