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Runtime error
Runtime error
Commit
•
4c37034
1
Parent(s):
bf25a3d
Update eda.py
Browse files
eda.py
CHANGED
@@ -31,16 +31,16 @@ def run():
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fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 10))
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sns.histplot(data=d, x='lead_time', hue='hotel', multiple='stack', bins=20, ax=ax[0, 0], palette='Set1')
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sns.barplot(data=d, x='hotel', y='is_canceled', ax=ax[0, 1], palette='Set1')
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sns.countplot(data=d, x='booking_changes', hue='hotel', ax=ax[1, 0], palette='Set1')
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sns.countplot(data=d, x='hotel', ax=ax[1, 1], palette='Set1')
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plt.tight_layout()
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fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 10))
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sns.histplot(data=d, x='lead_time', hue='hotel', multiple='stack', bins=20, ax=ax[0, 0], palette='Set1')
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ax[0, 0].set_title("Booking Behavior by Hotel Type (Lead Time)")
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sns.barplot(data=d, x='hotel', y='is_canceled', ax=ax[0, 1], palette='Set1')
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ax[0, 1].set_title("Cancellation Rate by Hotel Type")
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sns.countplot(data=d, x='booking_changes', hue='hotel', ax=ax[1, 0], palette='Set1')
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ax[1, 0].set_title("Booking Changes by Hotel Type")
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sns.countplot(data=d, x='hotel', ax=ax[1, 1], palette='Set1')
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ax[1, 1].set_title("Total Bookings by Hotel Type")
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plt.tight_layout()
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