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
36
2,015
July
28
11
2
5
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
5
null
0
Transient
104.68
1
0
Check-Out
2015-07-18
Resort Hotel
0
40
2,015
July
28
11
2
5
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
242
null
0
Transient
166
0
0
Check-Out
2015-07-18
Resort Hotel
1
59
2,015
July
28
11
2
6
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
111.25
0
2
Canceled
2015-05-19
Resort Hotel
0
79
2,015
July
28
11
2
6
2
2
0
HB
PRT
Direct
Direct
0
0
0
G
G
1
No Deposit
250
null
0
Transient
213.75
0
0
Check-Out
2015-07-19
Resort Hotel
0
32
2,015
July
28
11
4
6
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
E
E
1
No Deposit
240
null
0
Transient
178
1
0
Check-Out
2015-07-21
Resort Hotel
0
110
2,015
July
28
11
2
5
2
0
0
BB
PRT
Direct
Direct
0
0
0
A
A
0
No Deposit
250
null
0
Transient
113.9
0
1
Check-Out
2015-07-18
Resort Hotel
0
33
2,015
July
28
11
2
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
129.29
1
0
Check-Out
2015-07-18
Resort Hotel
0
53
2,015
July
29
12
1
0
2
2
0
BB
CN
Online TA
TA/TO
0
0
0
G
G
0
No Deposit
240
null
0
Transient
153
1
0
Check-Out
2015-07-13
Resort Hotel
0
2
2,015
July
29
12
1
0
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
98
1
2
Check-Out
2015-07-13
Resort Hotel
0
8
2,015
July
29
12
2
4
2
1
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
169
1
2
Check-Out
2015-07-18
Resort Hotel
1
72
2,015
July
29
12
2
4
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
93
0
2
Canceled
2015-05-12
Resort Hotel
0
12
2,015
July
29
12
2
5
2
0
0
BB
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
132.29
0
0
Check-Out
2015-07-19
Resort Hotel
0
48
2,015
July
29
12
2
5
2
0
0
BB
BRA
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
243
null
0
Transient
123
0
1
Check-Out
2015-07-19
Resort Hotel
0
90
2,015
July
29
12
2
5
2
0
0
FB
PRT
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
5
null
0
Transient-Party
117.22
0
1
Check-Out
2015-07-12
Resort Hotel
0
34
2,015
July
29
12
2
5
2
0
1
HB
ESP
Offline TA/TO
TA/TO
0
0
0
D
D
1
No Deposit
156
null
0
Transient
149
0
1
Check-Out
2015-07-19
Resort Hotel
1
58
2,015
July
29
12
2
5
3
1
0
BB
PRT
Direct
Direct
0
0
0
C
C
0
No Deposit
250
null
0
Transient
164.57
0
1
Canceled
2015-06-29
Resort Hotel
0
59
2,015
July
29
12
2
5
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
115
null
0
Contract
107
0
0
Check-Out
2015-07-19
Resort Hotel
0
90
2,015
July
29
12
2
5
2
0
1
FB
PRT
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
5
null
0
Transient-Party
117.22
1
2
Check-Out
2015-07-19
Resort Hotel
0
116
2,015
July
29
12
2
5
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
E
E
0
No Deposit
40
null
0
Contract
119.25
0
0
Check-Out
2015-07-19
Resort Hotel
0
31
2,015
July
29
12
2
5
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
243
null
0
Transient
123
0
0
Check-Out
2015-07-19
Resort Hotel
1
51
2,015
July
29
12
2
5
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
241
null
0
Transient
105.71
0
0
Canceled
2015-07-03
Resort Hotel
0
48
2,015
July
29
12
2
5
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
243
null
0
Transient
123
0
1
Check-Out
2015-07-19
Resort Hotel
0
59
2,015
July
29
12
2
5
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
144.43
1
2
Check-Out
2015-07-19
Resort Hotel
1
97
2,015
July
29
12
3
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
126
0
1
Canceled
2015-06-19
Resort Hotel
0
12
2,015
July
29
12
4
5
2
0
0
HB
FRA
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
148.3
1
2
Check-Out
2015-07-21
Resort Hotel
0
64
2,015
July
29
12
4
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
125.22
0
1
Check-Out
2015-07-21
Resort Hotel
0
31
2,015
July
29
12
4
7
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
243
null
0
Transient
123
0
0
Check-Out
2015-07-23
Resort Hotel
0
59
2,015
July
29
12
4
7
2
0
0
HB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
243
null
0
Contract
130
1
1
Check-Out
2015-07-23
Resort Hotel
1
55
2,015
July
29
12
4
10
2
10
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
2
No Deposit
8
null
0
Contract
133.16
0
1
No-Show
2015-07-12
Resort Hotel
0
81
2,015
July
29
12
2
5
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
147
null
0
Transient
78.84
0
0
Check-Out
2015-07-19
Resort Hotel
0
1
2,015
July
29
12
1
0
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
80.1
0
0
Check-Out
2015-07-13
Resort Hotel
0
34
2,015
July
29
12
2
0
2
2
0
BB
BEL
Online TA
TA/TO
0
0
0
G
G
0
No Deposit
240
null
0
Transient
193
0
1
Check-Out
2015-07-14
Resort Hotel
0
13
2,015
July
29
12
2
0
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
88.2
0
0
Check-Out
2015-07-14
Resort Hotel
0
40
2,015
July
29
12
2
0
2
0
0
BB
FRA
Online TA
TA/TO
0
0
0
F
E
0
No Deposit
241
null
0
Transient
90.71
0
0
Check-Out
2015-07-14
Resort Hotel
0
1
2,015
July
29
12
2
0
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
B
0
No Deposit
240
null
0
Transient
114.5
0
1
Check-Out
2015-07-14
Resort Hotel
0
34
2,015
July
29
12
2
0
2
0
0
BB
BEL
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
120.2
0
1
Check-Out
2015-07-14
Resort Hotel
0
88
2,015
July
29
12
2
1
2
0
0
BB
ITA
Offline TA/TO
TA/TO
0
0
0
D
D
1
No Deposit
8
null
0
Contract
79.5
0
0
Check-Out
2015-07-15
Resort Hotel
0
9
2,015
July
29
12
2
1
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
117.9
0
3
Check-Out
2015-07-15
Resort Hotel
1
24
2,015
July
29
12
2
1
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
128
0
0
Canceled
2015-06-22
Resort Hotel
0
97
2,015
July
29
12
2
2
2
0
0
BB
FRA
Offline TA/TO
TA/TO
0
0
0
A
D
0
No Deposit
6
null
0
Transient
90.95
0
0
Check-Out
2015-07-16
Resort Hotel
0
60
2,015
July
29
12
2
2
2
0
1
BB
FIN
Online TA
TA/TO
0
0
0
E
E
2
No Deposit
240
null
0
Transient
107
0
2
Check-Out
2015-07-16
Resort Hotel
0
100
2,015
July
29
12
2
2
2
2
0
BB
CN
Direct
Direct
0
0
0
G
G
0
No Deposit
250
null
0
Transient
130.05
1
1
Check-Out
2015-07-16
Resort Hotel
0
50
2,015
July
29
12
2
3
2
0
0
BB
ESP
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
156
null
0
Contract
123
0
0
Check-Out
2015-07-17
Resort Hotel
1
47
2,015
July
29
12
2
3
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
F
F
0
No Deposit
241
null
0
Transient
103.8
0
0
No-Show
2015-07-12
Resort Hotel
0
8
2,015
July
29
12
2
3
2
2
0
BB
IRL
Online TA
TA/TO
0
0
0
H
H
0
No Deposit
240
null
0
Transient
196
0
1
Check-Out
2015-07-17
Resort Hotel
0
34
2,015
July
29
12
2
3
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
149.4
1
0
Check-Out
2015-07-17
Resort Hotel
0
47
2,015
July
29
13
2
5
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
G
G
0
No Deposit
240
null
0
Transient
175.71
0
0
Check-Out
2015-07-20
Resort Hotel
0
115
2,015
July
29
13
2
5
2
0
1
HB
PRT
Offline TA/TO
TA/TO
0
0
0
A
A
1
No Deposit
134
null
0
Transient-Party
119.7
0
2
Check-Out
2015-07-20
Resort Hotel
1
79
2,015
July
29
13
2
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
100.86
0
1
Canceled
2015-05-13
Resort Hotel
0
91
2,015
July
29
13
2
5
2
0
0
BB
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
100.86
0
0
Check-Out
2015-07-20
Resort Hotel
0
98
2,015
July
29
13
1
1
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient-Party
82
0
3
Check-Out
2015-07-15
Resort Hotel
0
109
2,015
July
29
13
1
1
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
73.8
0
1
Check-Out
2015-07-15
Resort Hotel
0
0
2,015
July
29
13
1
1
2
0
0
BB
AUS
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
117.9
1
0
Check-Out
2015-07-15
Resort Hotel
0
98
2,015
July
29
13
1
1
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient-Party
82
0
3
Check-Out
2015-07-15
Resort Hotel
0
0
2,015
July
29
13
1
1
4
0
0
BB
PRT
Direct
Direct
0
0
0
L
H
0
No Deposit
null
null
0
Transient
150
0
0
Check-Out
2015-07-15
Resort Hotel
0
9
2,015
July
29
13
1
1
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
161
1
2
Check-Out
2015-07-15
Resort Hotel
0
62
2,015
July
29
13
1
1
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
147
null
0
Transient
64
0
2
Check-Out
2015-07-15
Resort Hotel
1
45
2,015
July
29
13
1
1
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
123
0
0
Canceled
2015-06-18
Resort Hotel
0
42
2,015
July
29
13
1
2
2
0
0
BB
USA
Online TA
TA/TO
0
0
0
D
E
0
No Deposit
240
null
0
Transient
110
1
0
Check-Out
2015-07-16
Resort Hotel
0
54
2,015
July
29
13
1
2
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
88.2
1
1
Check-Out
2015-07-16
Resort Hotel
0
51
2,015
July
29
13
1
2
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
130
1
0
Check-Out
2015-07-16
Resort Hotel
0
54
2,015
July
29
13
1
2
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
88.2
0
1
Check-Out
2015-07-16
Resort Hotel
0
58
2,015
July
29
13
1
2
2
0
0
HB
ESP
Direct
Direct
0
0
0
E
F
2
No Deposit
250
null
0
Transient
165
1
1
Check-Out
2015-07-16
Resort Hotel
0
0
2,015
July
29
13
1
3
1
0
0
BB
PRT
Corporate
Corporate
0
0
0
A
A
0
No Deposit
167
null
0
Transient
114
0
0
Check-Out
2015-07-17
Resort Hotel
1
60
2,015
July
29
13
1
4
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
15
null
0
Transient
79.5
0
0
Canceled
2015-06-24
Resort Hotel
1
321
2,015
July
29
13
1
4
2
0
0
HB
PRT
Direct
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
132.8
0
1
Canceled
2015-03-05
Resort Hotel
0
40
2,015
July
29
13
1
4
2
0
0
BB
ESP
Direct
Direct
0
0
0
D
D
0
No Deposit
250
null
0
Transient
120
0
2
Check-Out
2015-07-18
Resort Hotel
1
51
2,015
July
29
13
1
4
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
156
null
0
Contract
79.5
0
0
Canceled
2015-05-23
Resort Hotel
0
38
2,015
July
29
13
1
4
2
0
0
BB
PRT
Direct
Direct
0
0
0
D
E
0
No Deposit
null
null
0
Transient
120
0
0
Check-Out
2015-07-18
Resort Hotel
1
75
2,015
July
29
13
1
4
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
144.2
0
1
Canceled
2015-06-22
Resort Hotel
0
101
2,015
July
29
13
1
4
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
107.2
0
0
Check-Out
2015-07-18
Resort Hotel
1
42
2,015
July
29
13
1
4
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
240
null
0
Transient
120
0
0
Canceled
2015-06-01
Resort Hotel
0
40
2,015
July
29
13
1
4
2
0
0
BB
ESP
Direct
Direct
0
0
0
D
D
0
No Deposit
250
null
0
Transient
120
0
2
Check-Out
2015-07-18
Resort Hotel
0
109
2,015
July
29
13
1
4
3
0
0
HB
PRT
Direct
Direct
0
0
0
E
E
0
No Deposit
null
null
0
Transient
163.8
0
1
Check-Out
2015-07-18
Resort Hotel
1
81
2,015
July
29
13
1
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
98.5
0
2
Canceled
2015-04-24
Resort Hotel
1
98
2,015
July
29
13
1
5
2
0
0
HB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
130.5
0
0
Canceled
2015-05-12
Resort Hotel
0
32
2,015
July
29
13
1
5
1
0
0
HB
PRT
Offline TA/TO
TA/TO
0
0
0
D
C
2
No Deposit
300
null
0
Transient
153
0
0
Check-Out
2015-07-19
Resort Hotel
0
72
2,015
July
29
13
1
5
2
0
0
BB
FRA
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
98.5
0
2
Check-Out
2015-07-19
Resort Hotel
0
115
2,015
July
29
13
2
5
2
0
0
HB
PRT
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
134
null
0
Transient-Party
119.7
0
2
Check-Out
2015-07-20
Resort Hotel
0
118
2,015
July
29
13
2
5
2
0
0
FB
PRT
Direct
Direct
0
0
0
D
D
0
No Deposit
250
null
0
Transient
184.6
0
1
Check-Out
2015-07-20
Resort Hotel
0
81
2,015
July
29
13
2
5
2
1
0
HB
ESP
Direct
Direct
0
0
0
E
E
0
No Deposit
250
null
0
Transient
181.22
0
2
Check-Out
2015-07-20
Resort Hotel
1
95
2,015
July
29
13
2
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
100.86
0
1
Canceled
2015-04-15
Resort Hotel
0
16
2,015
July
29
13
1
0
2
0
0
BB
ROU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
100.2
1
3
Check-Out
2015-07-14
Resort Hotel
0
56
2,015
July
29
13
1
3
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
A
A
1
No Deposit
240
null
0
Transient
134.25
1
0
Check-Out
2015-07-17
Resort Hotel
0
88
2,015
July
29
13
3
5
2
0
0
BB
FIN
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
8
null
0
Contract
96.3
0
0
Check-Out
2015-07-21
Resort Hotel
0
41
2,015
July
29
13
3
6
2
0
0
BB
GBR
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
147
null
0
Transient
83.09
0
2
Check-Out
2015-07-22
Resort Hotel
1
40
2,015
July
29
14
0
1
2
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
171
null
0
Transient
105.5
0
0
Canceled
2015-07-03
Resort Hotel
0
1
2,015
July
29
14
0
1
1
0
0
BB
PRT
Corporate
Corporate
0
0
0
A
A
0
No Deposit
null
270
0
Transient
134
0
0
Check-Out
2015-07-15
Resort Hotel
0
1
2,015
July
29
14
0
1
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
2
No Deposit
240
null
0
Transient
8
0
1
Check-Out
2015-07-15
Resort Hotel
0
1
2,015
July
29
14
0
2
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
D
D
1
No Deposit
240
null
0
Transient
146
1
1
Check-Out
2015-07-16
Resort Hotel
1
76
2,015
July
29
14
0
4
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
240
null
0
Transient
126
0
2
Canceled
2015-05-27
Resort Hotel
0
0
2,015
July
29
14
0
4
2
0
0
BB
ESP
Online TA
TA/TO
0
0
0
A
C
0
No Deposit
240
null
0
Transient
111.15
0
1
Check-Out
2015-07-18
Resort Hotel
0
49
2,015
July
29
14
0
5
2
0
0
BB
POL
Online TA
TA/TO
0
0
0
E
F
1
No Deposit
240
null
0
Transient
136.2
0
2
Check-Out
2015-07-19
Resort Hotel
0
76
2,015
July
29
14
0
5
2
0
0
BB
PRT
Direct
Direct
0
0
0
A
A
0
No Deposit
250
null
0
Transient
101.8
0
0
Check-Out
2015-07-19
Resort Hotel
0
73
2,015
July
29
14
1
5
2
0
0
HB
PRT
Direct
Direct
0
0
0
A
A
0
No Deposit
null
null
0
Transient-Party
127
0
1
Check-Out
2015-07-20
Resort Hotel
0
73
2,015
July
29
14
1
5
2
1
0
HB
PRT
Direct
Direct
0
0
0
E
E
0
No Deposit
null
null
0
Transient-Party
161.5
0
2
Check-Out
2015-07-20
Resort Hotel
0
317
2,015
July
29
14
1
5
2
2
0
HB
PRT
Direct
TA/TO
0
0
0
H
G
1
No Deposit
240
null
0
Transient
230.67
1
2
Check-Out
2015-07-20
Resort Hotel
1
112
2,015
July
29
14
2
5
1
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
65.7
0
1
Canceled
2015-04-06
Resort Hotel
0
6
2,015
July
29
14
2
5
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
240
null
0
Transient
180
1
2
Check-Out
2015-07-21
Resort Hotel
0
8
2,015
July
29
14
2
5
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
A
A
1
No Deposit
240
null
0
Transient
168.57
0
1
Check-Out
2015-07-21