Datasets:
aki-008
/
hotel_data

Dataset card Data Studio Files
xet
 Community
1
hotel
string
is_canceled
int64
lead_time
int64
arrival_date_year
int64
arrival_date_month
string
arrival_date_week_number
int64
arrival_date_day_of_month
int64
stays_in_weekend_nights
int64
stays_in_week_nights
int64
adults
int64
children
int64
babies
int64
meal
string
country
string
market_segment
string
distribution_channel
string
is_repeated_guest
int64
previous_cancellations
int64
previous_bookings_not_canceled
int64
reserved_room_type
string
assigned_room_type
string
booking_changes
int64
deposit_type
string
agent
float64
company
float64
days_in_waiting_list
int64
customer_type
string
adr
float64
required_car_parking_spaces
int64
total_of_special_requests
int64
reservation_status
string
reservation_status_date
string
Resort Hotel
0
4
2,015
July
27
4
2
1
2
0
0
BB
ESP
Direct
Direct
0
0
0
A
C
0
No Deposit
250
null
0
Transient
92.67
0
1
Check-Out
2015-07-07
Resort Hotel
0
98
2,015
July
27
4
2
1
2
0
0
BB
FRA
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
8
null
0
Transient
71.55
1
0
Check-Out
2015-07-07
Resort Hotel
0
92
2,015
July
27
4
2
4
1
2
0
BB
FRA
Offline TA/TO
TA/TO
0
0
0
F
F
0
No Deposit
241
null
0
Transient
96.49
0
2
Check-Out
2015-07-10
Resort Hotel
0
95
2,015
July
27
4
2
4
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
85.8
1
2
Check-Out
2015-07-10
Resort Hotel
0
102
2,015
July
27
4
2
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
96.3
0
1
Check-Out
2015-07-11
Resort Hotel
1
26
2,015
July
27
4
2
5
2
2
0
BB
PRT
Online TA
TA/TO
0
0
0
H
H
0
No Deposit
240
null
0
Transient
163
0
0
Canceled
2015-06-09
Resort Hotel
1
73
2,015
July
27
4
2
5
3
0
0
HB
PRT
Direct
Direct
0
0
0
D
D
0
No Deposit
250
null
0
Transient
172
0
1
Canceled
2015-05-20
Resort Hotel
1
102
2,015
July
27
4
2
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
110.7
0
1
Canceled
2015-04-22
Resort Hotel
0
115
2,015
July
27
4
2
5
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
134
null
0
Transient
58.95
0
1
Check-Out
2015-07-11
Resort Hotel
0
102
2,015
July
27
4
2
5
2
0
1
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
73.8
0
2
Check-Out
2015-07-11
Resort Hotel
0
86
2,015
July
27
4
2
5
2
0
0
BB
CHE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
97
0
2
Check-Out
2015-07-11
Resort Hotel
0
78
2,015
July
27
4
2
5
2
0
1
HB
PRT
Online TA
TA/TO
0
0
0
E
F
0
No Deposit
240
null
0
Transient
139
0
2
Check-Out
2015-07-11
Resort Hotel
0
52
2,015
July
27
4
2
5
2
0
0
BB
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
147
null
0
Transient
67.24
0
0
Check-Out
2015-07-11
Resort Hotel
0
29
2,015
July
27
4
2
6
3
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
241
null
0
Transient
116.5
0
1
Check-Out
2015-07-12
Resort Hotel
1
101
2,015
July
27
4
2
6
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
96.3
0
1
Canceled
2015-05-12
Resort Hotel
0
109
2,015
July
27
4
2
6
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
123
0
1
Check-Out
2015-07-12
Resort Hotel
0
92
2,015
July
27
4
4
6
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
40
null
0
Contract
71.55
0
1
Check-Out
2015-07-14
Resort Hotel
0
92
2,015
July
27
4
4
6
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
40
null
0
Contract
71.55
0
1
Check-Out
2015-07-14
Resort Hotel
0
79
2,015
July
27
4
4
6
2
1
0
HB
PRT
Direct
Direct
0
0
0
D
D
1
No Deposit
250
null
0
Transient
149
0
1
Check-Out
2015-07-14
Resort Hotel
0
2
2,015
July
27
4
0
1
2
2
0
BB
PRT
Online TA
TA/TO
0
0
0
H
G
1
No Deposit
240
null
0
Transient
163
1
0
Check-Out
2015-07-05
Resort Hotel
0
30
2,015
July
27
4
0
1
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
C
0
No Deposit
8
null
0
Contract
79.5
0
0
Check-Out
2015-07-05
Resort Hotel
1
51
2,015
July
27
4
0
1
1
0
0
HB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
105
0
0
Canceled
2015-05-29
Resort Hotel
1
36
2,015
July
27
4
0
1
1
0
0
BB
PRT
Direct
Direct
0
0
0
E
G
1
No Deposit
250
null
0
Transient
123
0
0
No-Show
2015-07-04
Resort Hotel
1
73
2,015
July
27
4
0
1
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
73.8
0
2
Canceled
2015-05-13
Resort Hotel
1
33
2,015
July
27
4
0
1
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
113
0
0
Canceled
2015-06-16
Resort Hotel
0
32
2,015
July
27
4
0
1
4
0
0
FB
PRT
Complementary
Direct
0
0
0
H
H
2
No Deposit
null
null
0
Transient
0
0
1
Check-Out
2015-07-05
Resort Hotel
0
8
2,015
July
27
4
0
1
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
123
0
0
Check-Out
2015-07-05
Resort Hotel
0
100
2,015
July
27
4
1
1
2
0
0
BB
FRA
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient-Party
73.8
1
1
Check-Out
2015-07-06
Resort Hotel
0
1
2,015
July
27
4
1
1
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
114.5
0
0
Check-Out
2015-07-06
Resort Hotel
0
100
2,015
July
27
4
1
1
2
0
0
BB
FRA
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient-Party
73.8
0
2
Check-Out
2015-07-06
Resort Hotel
0
100
2,015
July
27
4
1
1
2
0
0
BB
FRA
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient-Party
73.8
0
1
Check-Out
2015-07-06
Resort Hotel
0
9
2,015
July
28
5
1
0
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
88.2
0
1
Check-Out
2015-07-06
Resort Hotel
1
5
2,015
July
28
5
1
0
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
97
0
0
Canceled
2015-07-01
Resort Hotel
0
0
2,015
July
28
5
1
0
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
C
1
No Deposit
306
null
0
Transient
85.1
0
0
Check-Out
2015-07-06
Resort Hotel
0
9
2,015
July
28
5
1
0
1
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
184
null
0
Transient
89
0
0
Check-Out
2015-07-06
Resort Hotel
0
2
2,015
July
28
5
1
0
1
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
D
0
No Deposit
240
null
0
Transient
80.1
0
0
Check-Out
2015-07-06
Resort Hotel
0
2
2,015
July
28
5
1
0
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
E
0
No Deposit
240
null
0
Transient
98
0
0
Check-Out
2015-07-06
Resort Hotel
0
9
2,015
July
28
5
1
0
1
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
184
null
0
Transient
101
1
0
Check-Out
2015-07-06
Resort Hotel
1
5
2,015
July
28
5
1
0
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
97
0
0
Canceled
2015-07-01
Resort Hotel
0
2
2,015
July
28
5
1
0
2
0
0
BB
PRT
Direct
Direct
0
0
0
G
G
0
No Deposit
null
null
0
Transient
167
0
1
Check-Out
2015-07-06
Resort Hotel
0
44
2,015
July
28
5
2
0
3
0
0
HB
PRT
Online TA
TA/TO
0
0
0
G
G
3
No Deposit
240
null
0
Transient
225
2
0
Check-Out
2015-07-07
Resort Hotel
0
80
2,015
July
28
5
2
0
2
0
0
BB
FRA
Online TA
TA/TO
0
0
0
D
E
0
No Deposit
240
null
0
Transient
97
1
0
Check-Out
2015-07-07
Resort Hotel
0
97
2,015
July
28
5
2
2
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
87.3
0
2
Check-Out
2015-07-09
Resort Hotel
0
109
2,015
July
28
5
2
3
2
1
0
BB
CN
Offline TA/TO
TA/TO
0
0
0
A
D
0
No Deposit
241
null
0
Transient
85.59
1
2
Check-Out
2015-07-10
Resort Hotel
0
30
2,015
July
28
5
2
3
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
123
0
0
Check-Out
2015-07-10
Resort Hotel
0
64
2,015
July
28
5
2
3
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
107
0
0
Check-Out
2015-07-10
Resort Hotel
0
39
2,015
July
28
5
2
4
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
H
H
0
No Deposit
240
null
0
Transient
163
0
0
Check-Out
2015-07-11
Resort Hotel
0
90
2,015
July
28
5
2
4
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
82
0
0
Check-Out
2015-07-11
Resort Hotel
1
34
2,015
July
28
5
2
4
2
2
0
BB
PRT
Online TA
TA/TO
0
0
0
H
H
0
No Deposit
240
null
0
Transient
163
0
0
Canceled
2015-06-17
Resort Hotel
1
93
2,015
July
28
5
2
5
2
0
0
HB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
15
null
0
Transient
105.5
0
0
Canceled
2015-05-01
Resort Hotel
0
97
2,015
July
28
5
2
5
2
2
0
HB
PRT
Direct
Direct
0
0
0
C
C
1
No Deposit
250
null
0
Transient
164.2
1
1
Check-Out
2015-07-12
Resort Hotel
0
29
2,015
July
28
5
2
5
2
0
0
BB
IRL
Online TA
TA/TO
0
0
0
F
F
0
No Deposit
241
null
0
Transient
97.29
0
1
Check-Out
2015-07-12
Resort Hotel
1
101
2,015
July
28
5
2
5
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
114
0
1
Canceled
2015-03-30
Resort Hotel
0
27
2,015
July
28
5
2
5
2
0
0
BB
ESP
Offline TA/TO
TA/TO
0
0
0
E
E
0
No Deposit
175
null
0
Transient
98.4
0
0
Check-Out
2015-07-12
Resort Hotel
0
8
2,015
July
28
5
4
5
2
2
0
BB
CHE
Online TA
TA/TO
0
0
0
H
H
1
No Deposit
240
null
0
Transient
175
1
1
Check-Out
2015-07-14
Resort Hotel
0
82
2,015
July
28
5
4
6
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
5
null
0
Transient
63.6
1
2
Check-Out
2015-07-15
Resort Hotel
0
94
2,015
July
28
5
4
6
3
0
0
BB
PRT
Direct
Direct
0
0
0
D
C
3
No Deposit
null
null
0
Transient
124.45
1
1
Check-Out
2015-07-15
Resort Hotel
0
110
2,015
July
28
5
4
7
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
40
null
0
Contract
110.7
0
0
Check-Out
2015-07-16
Resort Hotel
0
96
2,015
July
28
5
4
10
1
0
0
HB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
40
null
0
Contract
74.07
0
0
Check-Out
2015-07-19
Resort Hotel
0
79
2,015
July
28
5
4
10
2
0
0
HB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
243
null
0
Contract
134.1
0
0
Check-Out
2015-07-19
Resort Hotel
0
115
2,015
July
28
6
1
4
2
2
0
BB
PRT
Online TA
TA/TO
0
0
0
G
G
1
No Deposit
240
null
0
Transient
167
0
0
Check-Out
2015-07-11
Resort Hotel
0
111
2,015
July
28
6
1
3
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
123
0
2
Check-Out
2015-07-10
Resort Hotel
0
51
2,015
July
28
6
1
3
2
0
0
BB
USA
Online TA
TA/TO
0
0
0
G
G
0
No Deposit
241
null
0
Transient
117.81
1
2
Check-Out
2015-07-10
Resort Hotel
0
94
2,015
July
28
6
1
3
3
0
0
BB
CN
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
96
null
0
Transient
171.32
0
1
Check-Out
2015-07-10
Resort Hotel
0
81
2,015
July
28
6
1
3
2
2
0
HB
CHE
Direct
Direct
0
0
0
G
G
0
No Deposit
250
null
0
Transient
210
1
0
Check-Out
2015-07-10
Resort Hotel
0
84
2,015
July
28
6
1
3
2
0
1
BB
PRT
Online TA
TA/TO
0
0
0
D
E
1
No Deposit
240
null
0
Transient
97
0
2
Check-Out
2015-07-10
Resort Hotel
0
51
2,015
July
28
6
1
3
3
0
0
BB
USA
Online TA
TA/TO
0
0
0
G
G
0
No Deposit
241
null
0
Transient
117.81
0
2
Check-Out
2015-07-10
Resort Hotel
0
111
2,015
July
28
6
0
0
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
H
0
No Deposit
240
null
0
Transient
0
0
2
Check-Out
2015-07-06
Resort Hotel
0
0
2,015
July
28
6
0
0
1
0
0
BB
PRT
Direct
Direct
0
0
0
E
H
0
No Deposit
250
null
0
Transient
0
0
0
Check-Out
2015-07-06
Resort Hotel
0
2
2,015
July
28
6
1
0
2
1
0
BB
PRT
Direct
Direct
0
0
0
A
E
0
No Deposit
null
null
0
Transient
131
0
0
Check-Out
2015-07-07
Resort Hotel
0
7
2,015
July
28
6
1
1
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
E
0
No Deposit
240
null
0
Transient
98
0
2
Check-Out
2015-07-08
Resort Hotel
0
98
2,015
July
28
6
1
1
2
0
0
BB
USA
Online TA
TA/TO
0
0
0
D
F
0
No Deposit
240
null
0
Transient
87.3
1
1
Check-Out
2015-07-08
Resort Hotel
0
95
2,015
July
28
6
1
2
2
0
0
BB
GRC
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
97
0
1
Check-Out
2015-07-09
Resort Hotel
1
48
2,015
July
28
6
1
3
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
167
0
0
Canceled
2015-06-03
Resort Hotel
0
66
2,015
July
28
6
1
3
2
0
0
HB
PRT
Offline TA/TO
TA/TO
0
0
0
A
E
0
No Deposit
175
null
0
Transient
91.5
0
0
Check-Out
2015-07-10
Resort Hotel
0
104
2,015
July
28
6
1
3
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
C
1
No Deposit
240
null
0
Transient
73.8
0
1
Check-Out
2015-07-10
Resort Hotel
0
28
2,015
July
28
6
1
4
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
123
0
0
Check-Out
2015-07-11
Resort Hotel
0
34
2,015
July
28
6
1
4
2
0
0
HB
PRT
Direct
Direct
0
0
0
F
F
0
No Deposit
250
null
0
Transient
175
1
0
Check-Out
2015-07-11
Resort Hotel
0
98
2,015
July
28
6
1
5
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
117.8
1
1
Check-Out
2015-07-12
Resort Hotel
0
104
2,015
July
28
6
1
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
1
No Deposit
240
null
0
Transient
117.63
0
0
Check-Out
2015-07-12
Resort Hotel
0
68
2,015
July
28
6
2
5
2
2
0
HB
PRT
Online TA
TA/TO
0
0
0
G
G
0
No Deposit
240
null
0
Transient
185
0
0
Check-Out
2015-07-13
Resort Hotel
1
86
2,015
July
28
6
2
5
1
0
0
HB
PRT
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
175
null
0
Transient
71
0
1
Canceled
2015-06-26
Resort Hotel
0
258
2,015
July
28
6
2
5
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
2
null
0
Contract
47.25
0
0
Check-Out
2015-07-13
Resort Hotel
0
111
2,015
July
28
6
3
5
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
151
0
1
Check-Out
2015-07-14
Resort Hotel
1
94
2,015
July
28
6
3
7
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
87.3
0
0
Canceled
2015-05-14
Resort Hotel
0
112
2,015
July
28
6
3
7
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
242
null
0
Transient
120.6
0
1
Check-Out
2015-07-16
Resort Hotel
0
100
2,015
July
28
6
3
7
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
1
No Deposit
241
null
0
Transient
63.86
0
1
Check-Out
2015-07-16
Resort Hotel
0
33
2,015
July
28
6
3
7
2
0
0
HB
PRT
Direct
Direct
0
0
0
F
F
5
No Deposit
250
null
0
Transient
157.1
0
1
Check-Out
2015-07-16
Resort Hotel
0
97
2,015
July
28
6
3
7
2
0
0
HB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
156
null
0
Contract
91.37
0
2
Check-Out
2015-07-16
Resort Hotel
0
80
2,015
July
28
6
3
8
1
0
0
BB
FRA
Direct
Direct
0
0
0
A
A
1
No Deposit
null
null
0
Transient
73
0
0
Check-Out
2015-07-17
Resort Hotel
0
90
2,015
July
28
6
4
10
2
0
0
BB
ITA
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
8
null
0
Contract
110.7
0
0
Check-Out
2015-07-20
Resort Hotel
0
111
2,015
July
28
6
4
10
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
40
null
0
Contract
93.6
0
0
Check-Out
2015-07-20
Resort Hotel
0
65
2,015
July
28
6
2
5
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
127
null
0
Transient
83.5
0
0
Check-Out
2015-07-13
Resort Hotel
1
67
2,015
July
28
7
0
2
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
73.8
0
1
Canceled
2015-05-07
Resort Hotel
0
55
2,015
July
28
7
0
3
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
82
1
2
Check-Out
2015-07-10
Resort Hotel
0
21
2,015
July
28
7
0
3
2
1
0
HB
PRT
Direct
Direct
0
0
0
F
F
0
No Deposit
250
null
0
Transient
185.5
0
1
Check-Out
2015-07-10
Resort Hotel
0
8
2,015
July
28
7
0
0
2
0
0
BB
PRT
Direct
Direct
0
0
0
A
A
0
No Deposit
null
null
0
Transient
0
0
1
Check-Out
2015-07-07
Resort Hotel
0
8
2,015
July
28
7
0
0
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
E
0
No Deposit
240
null
0
Transient
0
0
1
Check-Out
2015-07-07
Resort Hotel
0
0
2,015
July
28
7
0
1
1
0
0
BB
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
109.8
0
3
Check-Out
2015-07-08
Resort Hotel
0
0
2,015
July
28
7
0
1
3
0
0
HB
PRT
Direct
Direct
0
0
0
C
C
0
No Deposit
null
null
0
Transient
195
1
0
Check-Out
2015-07-08