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🏛📚Programming Assignments of Analysis and Application of Big Data
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nchu-analysis-and-application-of-big-data's Introduction
1082 3195 大數據分析與應用 (Analysis and Application of Big Data)
Project - Hotel Booking Demand
- PreProcessing
- Drop unnecessary columns
- Fill null values with column distribution
- Convert column data type
- Boolean
- Datetime
- Timedelta
- Literal month to integer
- Merge seperated date
- One Hot Encoding
- Visualize Bookings
- by Country
- by Arrival time: (Month, Week) × (Overall, Family)
- Relations
- Cancel Date and Check-In Date
- Booking Date and Check-In Date
- Reasoning Canceled Booking
- Statistic Lowest Booking Prices
nchu-analysis-and-application-of-big-data's People
Contributors