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Datasets:
jason1966
/
ahsan81_hotel-reservations-classification-dataset

Modalities:
Tabular
Text
Formats:
csv
Size:
10K - 100K
Tags:
kaggle
beginner
exploratory data analysis
classification
hotels and accommodations
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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Auto-converted to Parquet Duplicate
Booking_ID
string
no_of_adults
int64
no_of_children
int64
no_of_weekend_nights
int64
no_of_week_nights
int64
type_of_meal_plan
string
required_car_parking_space
int64
room_type_reserved
string
lead_time
int64
arrival_year
int64
arrival_month
int64
arrival_date
int64
market_segment_type
string
repeated_guest
int64
no_of_previous_cancellations
int64
no_of_previous_bookings_not_canceled
int64
avg_price_per_room
float64
no_of_special_requests
int64
booking_status
string
INN00001
2
0
1
2
Meal Plan 1
0
Room_Type 1
224
2,017
10
2
Offline
0
0
0
65
0
Not_Canceled
INN00002
2
0
2
3
Not Selected
0
Room_Type 1
5
2,018
11
6
Online
0
0
0
106.68
1
Not_Canceled
INN00003
1
0
2
1
Meal Plan 1
0
Room_Type 1
1
2,018
2
28
Online
0
0
0
60
0
Canceled
INN00004
2
0
0
2
Meal Plan 1
0
Room_Type 1
211
2,018
5
20
Online
0
0
0
100
0
Canceled
INN00005
2
0
1
1
Not Selected
0
Room_Type 1
48
2,018
4
11
Online
0
0
0
94.5
0
Canceled
INN00006
2
0
0
2
Meal Plan 2
0
Room_Type 1
346
2,018
9
13
Online
0
0
0
115
1
Canceled
INN00007
2
0
1
3
Meal Plan 1
0
Room_Type 1
34
2,017
10
15
Online
0
0
0
107.55
1
Not_Canceled
INN00008
2
0
1
3
Meal Plan 1
0
Room_Type 4
83
2,018
12
26
Online
0
0
0
105.61
1
Not_Canceled
INN00009
3
0
0
4
Meal Plan 1
0
Room_Type 1
121
2,018
7
6
Offline
0
0
0
96.9
1
Not_Canceled
INN00010
2
0
0
5
Meal Plan 1
0
Room_Type 4
44
2,018
10
18
Online
0
0
0
133.44
3
Not_Canceled
INN00011
1
0
1
0
Not Selected
0
Room_Type 1
0
2,018
9
11
Online
0
0
0
85.03
0
Not_Canceled
INN00012
1
0
2
1
Meal Plan 1
0
Room_Type 4
35
2,018
4
30
Online
0
0
0
140.4
1
Not_Canceled
INN00013
2
0
2
1
Not Selected
0
Room_Type 1
30
2,018
11
26
Online
0
0
0
88
0
Canceled
INN00014
1
0
2
0
Meal Plan 1
0
Room_Type 1
95
2,018
11
20
Online
0
0
0
90
2
Canceled
INN00015
2
0
0
2
Meal Plan 1
0
Room_Type 1
47
2,017
10
20
Online
0
0
0
94.5
2
Not_Canceled
INN00016
2
0
0
2
Meal Plan 2
0
Room_Type 1
256
2,018
6
15
Online
0
0
0
115
1
Canceled
INN00017
1
0
1
0
Meal Plan 1
0
Room_Type 1
0
2,017
10
5
Offline
0
0
0
96
0
Not_Canceled
INN00018
2
0
1
3
Not Selected
0
Room_Type 1
1
2,017
8
10
Online
0
0
0
96
1
Not_Canceled
INN00019
2
0
2
2
Meal Plan 1
0
Room_Type 1
99
2,017
10
30
Online
0
0
0
65
0
Canceled
INN00020
2
0
1
0
Meal Plan 1
0
Room_Type 1
12
2,017
10
4
Offline
0
0
0
72
0
Not_Canceled
INN00021
2
0
2
2
Meal Plan 1
0
Room_Type 1
99
2,017
10
30
Online
0
0
0
65
0
Canceled
INN00022
1
0
0
1
Meal Plan 1
0
Room_Type 1
122
2,018
11
25
Corporate
0
0
0
67
0
Not_Canceled
INN00023
2
0
2
4
Meal Plan 1
0
Room_Type 1
2
2,018
3
20
Offline
0
0
0
85
0
Not_Canceled
INN00024
2
0
0
3
Meal Plan 1
0
Room_Type 1
37
2,018
10
13
Offline
0
0
0
105
0
Not_Canceled
INN00025
2
0
2
1
Not Selected
0
Room_Type 1
130
2,018
5
22
Online
0
0
0
94.5
1
Not_Canceled
INN00026
2
0
0
2
Meal Plan 1
0
Room_Type 1
99
2,018
4
28
Online
0
0
0
114.3
1
Not_Canceled
INN00027
2
0
1
1
Meal Plan 1
0
Room_Type 1
60
2,017
9
21
Offline
0
0
0
65
0
Not_Canceled
INN00028
1
0
0
2
Meal Plan 1
0
Room_Type 4
2
2,018
5
19
Aviation
0
0
0
110
0
Canceled
INN00029
1
0
1
2
Meal Plan 1
0
Room_Type 1
37
2,017
11
6
Online
0
0
0
37.33
0
Canceled
INN00030
2
0
0
2
Meal Plan 2
0
Room_Type 1
56
2,017
9
17
Offline
0
0
0
82
0
Not_Canceled
INN00031
2
0
1
1
Meal Plan 1
0
Room_Type 4
3
2,017
9
19
Online
0
0
0
177.5
1
Not_Canceled
INN00032
2
0
2
2
Meal Plan 1
0
Room_Type 1
107
2,018
11
13
Online
0
0
0
87.5
1
Not_Canceled
INN00033
0
2
0
3
Meal Plan 1
0
Room_Type 2
56
2,018
12
7
Online
0
0
0
82.44
1
Not_Canceled
INN00034
2
0
0
1
Not Selected
0
Room_Type 1
2
2,018
1
9
Online
0
0
0
69.5
1
Not_Canceled
INN00035
2
0
0
2
Meal Plan 1
0
Room_Type 1
72
2,018
10
7
Offline
0
0
0
85.5
0
Not_Canceled
INN00036
2
0
0
1
Not Selected
1
Room_Type 1
23
2,018
4
27
Online
0
0
0
115
1
Not_Canceled
INN00037
1
0
2
1
Meal Plan 1
0
Room_Type 1
34
2,018
6
19
Online
0
0
0
81
0
Canceled
INN00038
2
0
0
1
Meal Plan 1
0
Room_Type 1
289
2,017
10
17
Offline
0
0
0
67
0
Not_Canceled
INN00039
2
0
2
3
Not Selected
0
Room_Type 1
247
2,018
11
19
Online
0
0
0
63.75
0
Canceled
INN00040
2
0
2
1
Meal Plan 1
0
Room_Type 4
186
2,018
7
30
Online
0
0
0
121.8
1
Canceled
INN00041
2
0
0
4
Meal Plan 1
0
Room_Type 1
64
2,018
11
1
Online
0
0
0
93.6
2
Not_Canceled
INN00042
2
0
0
2
Meal Plan 1
0
Room_Type 1
35
2,018
6
21
Online
0
0
0
102
1
Not_Canceled
INN00043
3
0
2
1
Meal Plan 1
0
Room_Type 1
96
2,018
4
10
Online
0
0
0
121.8
1
Not_Canceled
INN00044
2
0
1
1
Not Selected
0
Room_Type 1
41
2,018
6
27
Online
0
0
0
98.1
1
Canceled
INN00045
2
0
0
4
Meal Plan 1
0
Room_Type 4
55
2,017
11
18
Offline
0
0
0
60
1
Not_Canceled
INN00046
2
0
0
3
Meal Plan 1
0
Room_Type 1
146
2,017
12
29
Offline
0
0
0
75
0
Not_Canceled
INN00047
1
0
0
2
Meal Plan 1
0
Room_Type 1
32
2,017
11
20
Offline
0
0
0
73
0
Not_Canceled
INN00048
2
0
0
1
Meal Plan 2
0
Room_Type 1
55
2,018
4
6
Offline
0
0
0
104
0
Not_Canceled
INN00049
2
0
0
4
Not Selected
0
Room_Type 1
57
2,018
11
1
Online
0
0
0
79.2
1
Not_Canceled
INN00050
1
0
1
3
Meal Plan 1
0
Room_Type 4
7
2,018
12
29
Online
0
0
0
125.8
2
Not_Canceled
INN00051
1
0
2
5
Not Selected
0
Room_Type 1
124
2,018
5
30
Online
0
0
0
87.95
0
Not_Canceled
INN00052
2
0
2
2
Meal Plan 2
0
Room_Type 1
169
2,018
4
22
Online
0
0
0
106
0
Canceled
INN00053
1
0
1
2
Meal Plan 1
0
Room_Type 1
6
2,018
5
16
Online
0
0
0
136.67
1
Not_Canceled
INN00054
2
0
0
4
Meal Plan 1
0
Room_Type 4
51
2,017
11
11
Offline
0
0
0
60
1
Not_Canceled
INN00055
2
0
1
0
Not Selected
0
Room_Type 1
13
2,018
6
13
Online
0
0
0
89
2
Not_Canceled
INN00056
2
0
1
3
Meal Plan 1
0
Room_Type 1
100
2,018
5
19
Online
0
0
0
136
1
Not_Canceled
INN00057
2
0
0
1
Not Selected
0
Room_Type 1
139
2,018
7
28
Online
0
0
0
94.5
1
Not_Canceled
INN00058
2
0
1
2
Meal Plan 1
0
Room_Type 1
117
2,018
12
26
Online
0
0
0
93.6
2
Not_Canceled
INN00059
2
0
1
4
Meal Plan 1
0
Room_Type 4
39
2,018
4
20
Online
0
0
0
120.6
0
Canceled
INN00060
2
0
0
3
Meal Plan 1
0
Room_Type 4
86
2,018
4
6
Online
0
0
0
99.3
1
Not_Canceled
INN00061
2
2
0
1
Meal Plan 1
1
Room_Type 6
2
2,018
9
2
Online
0
0
0
258
1
Not_Canceled
INN00062
1
0
0
3
Meal Plan 1
0
Room_Type 4
19
2,018
5
3
Online
0
0
0
120.12
2
Not_Canceled
INN00063
1
0
0
2
Meal Plan 1
0
Room_Type 1
192
2,018
6
24
Offline
0
0
0
95
0
Not_Canceled
INN00064
1
0
0
1
Meal Plan 1
0
Room_Type 1
2
2,017
9
10
Complementary
0
0
0
0
1
Not_Canceled
INN00065
2
0
2
1
Meal Plan 1
0
Room_Type 1
86
2,018
12
18
Offline
0
0
0
75
0
Not_Canceled
INN00066
2
0
0
3
Meal Plan 1
0
Room_Type 4
30
2,018
10
5
Online
0
0
0
157.5
2
Not_Canceled
INN00067
2
0
0
2
Meal Plan 1
0
Room_Type 4
179
2,018
6
3
Online
0
0
0
97.7
1
Not_Canceled
INN00068
2
0
0
2
Meal Plan 1
0
Room_Type 4
26
2,018
4
15
Online
0
0
0
142
0
Canceled
INN00069
2
0
0
1
Meal Plan 1
0
Room_Type 1
55
2,018
4
6
Offline
0
0
0
80
0
Not_Canceled
INN00070
2
0
1
2
Meal Plan 1
0
Room_Type 1
74
2,018
4
25
Online
0
0
0
85.5
1
Not_Canceled
INN00071
2
0
0
3
Meal Plan 1
0
Room_Type 1
143
2,018
8
25
Offline
0
0
0
100
0
Not_Canceled
INN00072
2
0
1
0
Not Selected
0
Room_Type 1
34
2,018
11
14
Online
0
0
0
88
2
Not_Canceled
INN00073
2
0
1
1
Meal Plan 1
1
Room_Type 1
30
2,018
8
29
Online
0
0
0
122.85
1
Not_Canceled
INN00074
2
0
0
2
Meal Plan 1
0
Room_Type 1
177
2,018
6
3
Online
0
0
0
100
0
Canceled
INN00075
2
0
2
3
Meal Plan 1
0
Room_Type 4
34
2,017
10
25
Offline
0
0
0
75
0
Not_Canceled
INN00076
2
0
1
4
Meal Plan 1
0
Room_Type 4
18
2,018
3
9
Online
0
0
0
116.8
1
Not_Canceled
INN00077
3
0
1
1
Meal Plan 1
0
Room_Type 4
267
2,018
12
31
Online
0
0
0
121.5
0
Not_Canceled
INN00078
2
0
1
2
Meal Plan 1
0
Room_Type 1
64
2,018
6
27
Online
0
0
0
111.9
1
Not_Canceled
INN00079
3
0
2
5
Meal Plan 1
0
Room_Type 4
155
2,018
6
28
Online
0
0
0
121.55
2
Canceled
INN00080
2
0
0
5
Meal Plan 1
0
Room_Type 1
46
2,018
3
29
Offline
0
0
0
75
1
Not_Canceled
INN00081
2
2
0
2
Meal Plan 1
0
Room_Type 6
83
2,018
4
1
Online
0
0
0
159.3
0
Canceled
INN00082
2
0
0
5
Meal Plan 1
0
Room_Type 4
128
2,018
10
11
Online
0
0
0
132.3
0
Canceled
INN00083
2
0
2
0
Not Selected
0
Room_Type 1
20
2,018
12
25
Online
0
0
0
88
2
Not_Canceled
INN00084
2
0
1
4
Meal Plan 1
0
Room_Type 4
40
2,018
3
14
Online
0
0
0
98.82
0
Not_Canceled
INN00085
2
0
1
2
Meal Plan 1
1
Room_Type 4
46
2,018
3
4
Online
0
0
0
98.3
1
Not_Canceled
INN00086
1
0
1
0
Meal Plan 1
0
Room_Type 1
1
2,018
10
17
Online
0
0
0
150
2
Not_Canceled
INN00087
2
0
2
3
Not Selected
0
Room_Type 1
196
2,018
9
4
Online
0
0
0
96.05
1
Not_Canceled
INN00088
1
0
0
2
Meal Plan 1
0
Room_Type 1
188
2,018
6
15
Online
0
0
0
130
0
Canceled
INN00089
2
0
0
1
Not Selected
0
Room_Type 1
17
2,018
12
10
Online
1
0
5
95
0
Not_Canceled
INN00090
2
0
0
3
Meal Plan 1
0
Room_Type 5
146
2,018
8
9
Offline
0
0
0
113.56
0
Not_Canceled
INN00091
2
0
1
3
Not Selected
0
Room_Type 1
110
2,018
5
5
Online
0
0
0
101.58
1
Not_Canceled
INN00092
2
0
1
2
Meal Plan 1
1
Room_Type 1
68
2,018
3
18
Online
0
0
0
105.3
0
Not_Canceled
INN00093
2
0
2
1
Meal Plan 1
0
Room_Type 4
73
2,018
4
9
Online
0
0
0
115.8
1
Not_Canceled
INN00094
2
0
0
1
Meal Plan 1
0
Room_Type 4
92
2,018
5
19
Online
0
0
0
149.4
1
Not_Canceled
INN00095
2
0
2
5
Meal Plan 1
0
Room_Type 1
171
2,018
8
30
Online
0
0
0
111.59
0
Canceled
INN00096
2
1
0
2
Meal Plan 1
1
Room_Type 1
134
2,018
8
4
Online
0
0
0
130.5
2
Not_Canceled
INN00097
2
0
0
2
Meal Plan 2
0
Room_Type 1
320
2,018
8
18
Online
0
0
0
115
1
Canceled
INN00098
2
0
0
4
Meal Plan 1
0
Room_Type 1
118
2,018
4
13
Online
0
0
0
90.95
1
Not_Canceled
INN00099
2
0
0
3
Meal Plan 1
0
Room_Type 1
30
2,018
11
17
Online
0
0
0
76.08
1
Not_Canceled
INN00100
2
2
1
3
Meal Plan 1
0
Room_Type 6
30
2,018
12
22
Online
0
0
0
156.9
0
Not_Canceled
End of preview. Expand in Data Studio

Hotel Reservations Dataset

Can you predict if customer is going to cancel the reservation ?

Dataset Info

  • Source: Kaggle
  • Original Size: 0.47 MB
  • Kaggle Downloads: 57,080
  • Files: 1

Files

  • Hotel Reservations.csv

Mirrored from Kaggle
Downloads last month
20
Number of rows:
36,275
Total file size:
3.24 MB