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dzakyputra/capstone_project_starbucks_8.py

Created June 17, 2020 00:36
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capstone_project_starbucks_8.py
# Find the spending distribution
spending_distribution = transcript[transcript['event'] == 'transaction'].merge(profile, left_on='person', right_on='id')
# Histogram for the Male
plt.hist(spending_distribution[spending_distribution['gender'] == 'M']['amount'],
range=(0, 40),
alpha=0.5,
bins=40,
label='Male')
# Histogram for the Female
plt.hist(spending_distribution[spending_distribution['gender'] == 'F']['amount'],
range=(0, 40),
alpha=0.5,
bins=40,
label='Female')
plt.legend(loc='upper right')
plt.title('Spending per Transaction Distribution')
plt.xlabel('Amount ($)')
plt.show()
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