Baselight

Hotel Bookings Demand

The information in this dataset is collected from tourists and guests.

@kaggle.qucwang_hotel_bookings_analysis_dataset

Hotel Bookings
@kaggle.qucwang_hotel_bookings_analysis_dataset.hotel_bookings

  • 1.13 MB
  • 119390 rows
  • 32 columns
hotel

Hotel

is_canceled

Is Canceled

lead_time

Lead Time

arrival_date_year

Arrival Date Year

arrival_date_month

Arrival Date Month

arrival_date_week_number

Arrival Date Week Number

arrival_date_day_of_month

Arrival Date Day Of Month

stays_in_weekend_nights

Stays In Weekend Nights

stays_in_week_nights

Stays In Week Nights

adults

Adults

children

Children

babies

Babies

meal

Meal

country

Country

market_segment

Market Segment

distribution_channel

Distribution Channel

is_repeated_guest

Is Repeated Guest

previous_cancellations

Previous Cancellations

previous_bookings_not_canceled

Previous Bookings Not Canceled

reserved_room_type

Reserved Room Type

assigned_room_type

Assigned Room Type

booking_changes

Booking Changes

deposit_type

Deposit Type

agent

Agent

company

Company

days_in_waiting_list

Days In Waiting List

customer_type

Customer Type

adr

Adr

required_car_parking_spaces

Required Car Parking Spaces

total_of_special_requests

Total Of Special Requests

reservation_status

Reservation Status

reservation_status_date

Reservation Status Date

Resort Hotel3422015July2712BBPRTDirectDirectCC3No DepositTransientCheck-OutWed Jul 01 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel7372015July2712BBPRTDirectDirectCC4No DepositTransientCheck-OutWed Jul 01 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel72015July27111BBGBRDirectDirectACNo DepositTransient75Check-OutThu Jul 02 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel132015July27111BBGBRCorporateCorporateAANo Deposit304Transient75Check-OutThu Jul 02 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel142015July27122BBGBROnline TATA/TOAANo Deposit240Transient981Check-OutFri Jul 03 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel142015July27122BBGBROnline TATA/TOAANo Deposit240Transient981Check-OutFri Jul 03 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel2015July27122BBPRTDirectDirectCCNo DepositTransient107Check-OutFri Jul 03 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel92015July27122FBPRTDirectDirectCCNo Deposit303Transient1031Check-OutFri Jul 03 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel1852015July27132BBPRTOnline TATA/TOAANo Deposit240Transient821CanceledWed May 06 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Resort Hotel1752015July27132HBPRTOffline TA/TOTA/TODDNo Deposit15Transient105.5CanceledWed Apr 22 2015 00:00:00 GMT+0000 (Coordinated Universal Time)

CREATE TABLE hotel_bookings (
  "hotel" VARCHAR,
  "is_canceled" BIGINT,
  "lead_time" BIGINT,
  "arrival_date_year" BIGINT,
  "arrival_date_month" VARCHAR,
  "arrival_date_week_number" BIGINT,
  "arrival_date_day_of_month" BIGINT,
  "stays_in_weekend_nights" BIGINT,
  "stays_in_week_nights" BIGINT,
  "adults" BIGINT,
  "children" DOUBLE,
  "babies" BIGINT,
  "meal" VARCHAR,
  "country" VARCHAR,
  "market_segment" VARCHAR,
  "distribution_channel" VARCHAR,
  "is_repeated_guest" BIGINT,
  "previous_cancellations" BIGINT,
  "previous_bookings_not_canceled" BIGINT,
  "reserved_room_type" VARCHAR,
  "assigned_room_type" VARCHAR,
  "booking_changes" BIGINT,
  "deposit_type" VARCHAR,
  "agent" DOUBLE,
  "company" DOUBLE,
  "days_in_waiting_list" BIGINT,
  "customer_type" VARCHAR,
  "adr" DOUBLE,
  "required_car_parking_spaces" BIGINT,
  "total_of_special_requests" BIGINT,
  "reservation_status" VARCHAR,
  "reservation_status_date" TIMESTAMP
);

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