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
City Hotel
0
43
2,017
August
35
29
0
4
2
0
0
SC
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
137.25
0
1
Check-Out
2017-09-02
City Hotel
0
130
2,017
August
35
28
1
4
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
9
null
0
Transient
188
0
0
Check-Out
2017-09-02
City Hotel
0
217
2,017
August
35
28
1
4
2
0
0
BB
CN
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
99
0
0
Check-Out
2017-09-02
City Hotel
0
198
2,017
August
35
31
0
2
2
0
0
SC
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
99
0
0
Check-Out
2017-09-02
City Hotel
0
4
2,017
August
35
30
0
3
1
0
0
BB
JPN
Direct
Direct
0
0
0
D
D
1
No Deposit
14
null
0
Transient
140.7
0
0
Check-Out
2017-09-02
City Hotel
0
66
2,017
August
35
30
0
3
1
0
0
BB
CN
Direct
Direct
0
0
0
D
D
0
No Deposit
14
null
0
Transient
141.9
0
0
Check-Out
2017-09-02
City Hotel
0
197
2,017
August
35
29
0
4
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
117
0
0
Check-Out
2017-09-02
City Hotel
0
116
2,017
August
35
29
0
5
1
0
0
SC
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
7
null
0
Transient
92
0
1
Check-Out
2017-09-03
City Hotel
0
138
2,017
August
35
29
0
5
1
0
0
BB
JPN
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
117.9
0
0
Check-Out
2017-09-03
City Hotel
0
199
2,017
August
35
29
0
5
1
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
99
0
2
Check-Out
2017-09-03
City Hotel
0
199
2,017
August
35
29
0
5
1
0
0
SC
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
99
0
2
Check-Out
2017-09-03
City Hotel
0
145
2,017
August
35
29
0
5
1
0
0
SC
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
7
null
0
Transient
84.51
0
1
Check-Out
2017-09-03
City Hotel
0
4
2,017
August
35
31
0
3
2
0
0
SC
FRA
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
132.67
0
1
Check-Out
2017-09-03
City Hotel
0
211
2,017
August
35
31
0
3
3
0
0
BB
DNK
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient
162
0
1
Check-Out
2017-09-03
City Hotel
0
230
2,017
August
35
31
0
3
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
E
E
0
No Deposit
28
null
0
Transient
109.5
0
0
Check-Out
2017-09-03
City Hotel
0
230
2,017
August
35
31
0
3
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
E
E
0
No Deposit
28
null
0
Transient
109.5
0
0
Check-Out
2017-09-03
City Hotel
0
1
2,017
August
35
31
0
3
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
E
E
0
No Deposit
28
null
0
Transient
109.5
0
1
Check-Out
2017-09-03
City Hotel
0
188
2,017
August
35
30
0
4
3
0
0
BB
PRT
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
15
null
0
Transient
129.6
0
0
Check-Out
2017-09-03
City Hotel
0
160
2,017
August
35
29
0
5
2
1
0
BB
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
153.9
0
0
Check-Out
2017-09-03
City Hotel
0
45
2,017
August
35
28
1
5
2
2
0
BB
GBR
Online TA
TA/TO
0
0
0
F
F
1
No Deposit
7
null
0
Transient
194.13
0
1
Check-Out
2017-09-03
City Hotel
0
140
2,017
August
35
29
0
5
2
0
0
BB
JPN
Direct
Direct
0
0
0
D
D
0
No Deposit
14
null
0
Transient
156
0
1
Check-Out
2017-09-03
City Hotel
0
181
2,017
August
35
30
0
4
2
0
0
SC
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
119.25
0
2
Check-Out
2017-09-03
City Hotel
0
142
2,017
August
35
31
0
3
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
85
null
0
Transient
86.1
0
0
Check-Out
2017-09-03
City Hotel
0
136
2,017
August
35
29
0
5
1
0
0
SC
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
131
0
2
Check-Out
2017-09-03
City Hotel
0
8
2,017
August
35
31
0
3
2
0
0
BB
ITA
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
119.4
0
0
Check-Out
2017-09-03
City Hotel
0
147
2,017
August
35
28
1
5
2
0
0
BB
USA
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
117
0
1
Check-Out
2017-09-03
City Hotel
0
186
2,017
August
35
31
0
3
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient
126
0
2
Check-Out
2017-09-03
City Hotel
0
186
2,017
August
35
31
0
3
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient
126
0
2
Check-Out
2017-09-03
City Hotel
0
104
2,017
August
35
31
0
3
1
0
0
BB
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
129.33
0
1
Check-Out
2017-09-03
City Hotel
0
30
2,017
August
35
31
0
3
2
0
0
BB
DEU
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
151.67
1
0
Check-Out
2017-09-03
City Hotel
0
177
2,017
August
35
29
0
5
2
0
0
BB
BEL
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
135.9
0
2
Check-Out
2017-09-03
City Hotel
0
104
2,017
August
35
31
0
3
1
0
0
BB
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
129.33
0
0
Check-Out
2017-09-03
City Hotel
0
27
2,017
August
35
31
0
3
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
152.67
0
1
Check-Out
2017-09-03
City Hotel
0
231
2,017
August
35
28
1
5
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
D
D
2
No Deposit
9
null
0
Transient
134.58
0
0
Check-Out
2017-09-03
City Hotel
0
325
2,017
August
35
30
0
4
2
0
0
BB
GBR
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient
129.18
0
4
Check-Out
2017-09-03
City Hotel
0
63
2,017
August
35
31
0
3
3
0
0
BB
SWE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient-Party
195.33
0
2
Check-Out
2017-09-03
City Hotel
0
103
2,017
August
35
29
0
5
1
0
0
BB
CHN
Online TA
TA/TO
0
0
0
D
D
1
No Deposit
9
null
0
Transient
153.6
0
0
Check-Out
2017-09-03
City Hotel
0
107
2,017
August
35
30
0
4
2
0
0
BB
DEU
Direct
Direct
0
0
0
D
D
0
No Deposit
14
null
0
Transient
146.4
0
0
Check-Out
2017-09-03
City Hotel
0
137
2,017
August
35
29
0
5
1
0
0
SC
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
7
null
0
Transient
96.8
0
1
Check-Out
2017-09-03
City Hotel
0
110
2,017
August
35
29
0
5
3
0
0
HB
ITA
Direct
Direct
0
0
0
D
D
1
No Deposit
14
null
0
Transient
229
0
1
Check-Out
2017-09-03
City Hotel
0
110
2,017
August
35
29
0
5
2
0
0
HB
PRT
Direct
Direct
0
0
0
D
D
1
No Deposit
14
null
0
Transient
171
0
2
Check-Out
2017-09-03
City Hotel
0
181
2,017
August
35
29
0
5
1
0
0
BB
DNK
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
126.9
0
2
Check-Out
2017-09-03
City Hotel
0
63
2,017
August
35
31
0
3
3
0
0
BB
SWE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient-Party
195.33
0
2
Check-Out
2017-09-03
City Hotel
0
149
2,017
August
35
30
0
4
2
0
0
BB
ESP
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
28
null
0
Transient
84.6
0
0
Check-Out
2017-09-03
City Hotel
0
31
2,017
August
35
31
0
3
2
0
0
BB
LUX
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
152.67
0
1
Check-Out
2017-09-03
City Hotel
0
194
2,017
August
35
31
0
3
2
0
0
SC
ZAF
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
99
0
0
Check-Out
2017-09-03
City Hotel
0
45
2,017
August
35
27
2
5
2
0
0
HB
ESP
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
183.86
0
2
Check-Out
2017-09-03
City Hotel
0
63
2,017
August
35
31
0
3
3
0
0
BB
SWE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient-Party
195.33
0
2
Check-Out
2017-09-03
City Hotel
0
63
2,017
August
35
31
0
3
3
0
0
BB
SWE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient-Party
195.33
0
2
Check-Out
2017-09-03
City Hotel
0
186
2,017
August
35
31
0
3
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient
126
0
2
Check-Out
2017-09-03
City Hotel
0
286
2,017
August
35
30
0
4
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
112.05
0
3
Check-Out
2017-09-03
City Hotel
0
72
2,017
August
35
31
0
3
2
0
0
BB
POL
Direct
Direct
0
0
0
D
D
0
No Deposit
14
null
0
Transient
134.82
0
1
Check-Out
2017-09-03
City Hotel
0
63
2,017
August
35
31
0
3
3
0
0
BB
SWE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient-Party
195.33
0
2
Check-Out
2017-09-03
City Hotel
0
63
2,017
August
35
31
0
3
3
0
0
BB
SWE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient-Party
195.33
0
2
Check-Out
2017-09-03
City Hotel
0
63
2,017
August
35
31
0
3
3
0
0
BB
SWE
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient-Party
195.33
0
2
Check-Out
2017-09-03
City Hotel
0
111
2,017
August
35
29
1
5
1
0
0
BB
JPN
Direct
Direct
0
0
0
D
D
1
No Deposit
14
null
0
Transient
135
0
2
Check-Out
2017-09-04
City Hotel
0
111
2,017
August
35
29
1
5
2
0
0
BB
DEU
Direct
Direct
0
0
0
D
D
3
No Deposit
14
null
0
Transient
135
0
1
Check-Out
2017-09-04
City Hotel
0
47
2,017
August
35
31
1
3
1
0
0
SC
PRT
Online TA
TA/TO
0
0
0
A
D
0
No Deposit
423
null
0
Transient
91.02
0
0
Check-Out
2017-09-04
City Hotel
0
135
2,017
August
35
30
1
4
2
0
0
BB
USA
Direct
Direct
0
0
0
D
D
0
No Deposit
14
null
0
Transient
143.1
0
1
Check-Out
2017-09-04
City Hotel
0
63
2,017
August
35
31
1
3
2
0
0
SC
BRA
Online TA
TA/TO
0
0
0
A
A
1
No Deposit
9
null
0
Transient
133.5
0
1
Check-Out
2017-09-04
City Hotel
0
195
2,017
August
35
29
1
5
2
0
0
BB
JPN
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
117
0
1
Check-Out
2017-09-04
City Hotel
0
100
2,017
August
35
31
1
3
2
0
0
BB
DEU
Offline TA/TO
TA/TO
0
0
0
D
D
0
No Deposit
16
null
0
Transient
95.85
0
0
Check-Out
2017-09-04
City Hotel
0
198
2,017
August
35
29
1
5
2
0
0
BB
ITA
Online TA
TA/TO
0
0
0
A
A
2
No Deposit
9
null
0
Transient
119.17
0
2
Check-Out
2017-09-04
City Hotel
0
212
2,017
August
35
28
2
5
2
0
0
BB
CHN
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
7
null
0
Transient
92.17
0
1
Check-Out
2017-09-04
City Hotel
0
212
2,017
August
35
28
2
5
2
0
0
BB
ITA
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
7
null
0
Transient
92.17
0
2
Check-Out
2017-09-04
City Hotel
0
54
2,017
August
35
27
3
5
1
0
0
BB
JPN
Direct
Direct
0
0
0
G
G
0
No Deposit
14
null
0
Transient
266.75
0
1
Check-Out
2017-09-04
City Hotel
0
210
2,017
August
35
28
2
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
7
null
0
Transient
85.59
0
1
Check-Out
2017-09-04
City Hotel
0
212
2,017
August
35
28
2
5
2
0
0
BB
PRT
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
7
null
0
Transient
85.59
0
0
Check-Out
2017-09-04
City Hotel
0
261
2,017
August
35
30
1
4
2
0
0
BB
DEU
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
99
0
0
Check-Out
2017-09-04
City Hotel
0
207
2,017
August
34
25
3
7
2
0
0
BB
GBR
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
96.25
0
2
Check-Out
2017-09-04
City Hotel
0
201
2,017
August
35
30
1
4
1
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
108
0
2
Check-Out
2017-09-04
City Hotel
0
175
2,017
August
35
31
1
3
2
0
0
BB
NLD
Offline TA/TO
TA/TO
0
0
0
A
A
1
No Deposit
42
null
0
Transient
86.85
0
2
Check-Out
2017-09-04
City Hotel
0
175
2,017
August
35
31
1
3
1
0
0
BB
NLD
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
42
null
0
Transient
82.35
0
1
Check-Out
2017-09-04
City Hotel
0
175
2,017
August
35
31
1
3
1
0
0
BB
NLD
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
42
null
0
Transient
82.35
0
1
Check-Out
2017-09-04
City Hotel
0
201
2,017
August
35
29
1
5
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
117
0
2
Check-Out
2017-09-04
City Hotel
0
200
2,017
August
35
30
1
4
2
0
0
BB
AUT
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
16
null
0
Transient
85.5
0
1
Check-Out
2017-09-04
City Hotel
0
165
2,017
August
35
29
1
5
3
0
0
BB
AUT
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
9
null
0
Transient
209.25
0
3
Check-Out
2017-09-04
City Hotel
0
185
2,017
August
35
30
1
4
2
0
0
SC
CHE
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
99
0
1
Check-Out
2017-09-04
City Hotel
0
247
2,017
August
35
31
1
3
2
0
0
BB
GBR
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
42
null
0
Transient
86.85
0
0
Check-Out
2017-09-04
City Hotel
0
109
2,017
August
35
31
1
3
2
0
0
BB
GBR
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient
155
0
1
Check-Out
2017-09-04
City Hotel
0
44
2,017
August
35
31
1
3
2
0
0
SC
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
140.75
0
1
Check-Out
2017-09-04
City Hotel
0
188
2,017
August
35
31
2
3
2
0
0
BB
DEU
Direct
Direct
0
0
0
A
A
0
No Deposit
14
null
0
Transient
99
0
0
Check-Out
2017-09-05
City Hotel
0
135
2,017
August
35
30
2
4
3
0
0
BB
JPN
Online TA
TA/TO
0
0
0
G
G
0
No Deposit
7
null
0
Transient
209
0
0
Check-Out
2017-09-05
City Hotel
0
164
2,017
August
35
31
2
4
2
0
0
BB
DEU
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
42
null
0
Transient
87.6
0
0
Check-Out
2017-09-06
City Hotel
0
21
2,017
August
35
30
2
5
2
0
0
BB
BEL
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
394
null
0
Transient
96.14
0
2
Check-Out
2017-09-06
City Hotel
0
23
2,017
August
35
30
2
5
2
0
0
BB
BEL
Offline TA/TO
TA/TO
0
0
0
A
A
0
No Deposit
394
null
0
Transient
96.14
0
0
Check-Out
2017-09-06
City Hotel
0
102
2,017
August
35
31
2
5
3
0
0
BB
FRA
Online TA
TA/TO
0
0
0
E
E
0
No Deposit
9
null
0
Transient
225.43
0
2
Check-Out
2017-09-07
City Hotel
0
34
2,017
August
35
31
2
5
2
0
0
BB
DEU
Online TA
TA/TO
0
0
0
D
D
0
No Deposit
9
null
0
Transient
157.71
0
4
Check-Out
2017-09-07
City Hotel
0
109
2,017
August
35
31
2
5
2
0
0
BB
GBR
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
89
null
0
Transient
104.4
0
0
Check-Out
2017-09-07
City Hotel
0
205
2,017
August
35
29
2
7
2
0
0
HB
DEU
Online TA
TA/TO
0
0
0
A
A
0
No Deposit
9
null
0
Transient
151.2
0
2
Check-Out
2017-09-07