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int64
CustomerID
int64
ProdTaken
int64
Age
float64
TypeofContact
string
CityTier
int64
DurationOfPitch
float64
Occupation
string
Gender
string
NumberOfPersonVisiting
int64
NumberOfFollowups
float64
ProductPitched
string
PreferredPropertyStar
float64
MaritalStatus
string
NumberOfTrips
float64
Passport
int64
PitchSatisfactionScore
int64
OwnCar
int64
NumberOfChildrenVisiting
float64
Designation
string
MonthlyIncome
float64
__index_level_0__
int64
3,739
203,739
0
42
Self Enquiry
3
11
Small Business
Female
3
4
Standard
3
Married
2
1
1
0
2
Senior Manager
29,125
3,086
4,672
204,672
0
60
Self Enquiry
3
7
Large Business
Male
4
4
Standard
3
Married
5
1
1
1
1
Senior Manager
30,582
3,940
302
200,302
0
28
Self Enquiry
1
22
Small Business
Male
3
2
Deluxe
5
Single
1
0
5
0
2
Manager
20,661
246
1,181
201,181
0
49
Self Enquiry
1
12
Salaried
Female
2
4
Super Deluxe
3
Married
3
1
5
1
0
AVP
28,966
923
4,280
204,280
1
42
Company Invited
3
11
Small Business
Male
3
4
Deluxe
4
Unmarried
3
0
3
1
1
Manager
28,033
3,584
3,056
203,056
0
29
Self Enquiry
3
9
Small Business
Female
3
4
Deluxe
4
Divorced
3
1
3
1
1
Manager
23,457
2,468
3,568
203,568
0
40
Self Enquiry
3
13
Small Business
Male
3
2
Standard
3
Married
4
0
4
1
2
Senior Manager
26,915
2,927
2,570
202,570
1
59
Self Enquiry
1
30
Small Business
Female
4
4
Standard
3
Divorced
3
0
3
1
1
Senior Manager
28,990
2,031
4,584
204,584
0
28
Self Enquiry
1
11
Salaried
Female
4
4
Basic
3
Single
3
0
1
0
1
Executive
20,996
3,861
2,635
202,635
0
28
Self Enquiry
1
16
Small Business
Female
3
4
Basic
4
Single
3
0
3
1
1
Executive
20,957
2,090
4,626
204,626
0
34
Self Enquiry
1
20
Salaried
Female
3
4
Basic
3
Unmarried
5
0
3
1
1
Executive
22,130
3,901
678
200,678
0
48
Self Enquiry
1
26
Small Business
Male
2
3
Basic
3
Divorced
5
0
2
0
0
Executive
17,259
543
2,913
202,913
1
33
Company Invited
3
18
Salaried
Male
3
3
Deluxe
3
Divorced
2
0
3
1
2
Manager
23,385
2,340
1,446
201,446
0
34
Self Enquiry
3
34
Small Business
Female
3
4
Deluxe
3
Married
2
0
5
1
0
Manager
21,712
1,130
3,116
203,116
0
43
Self Enquiry
3
21
Small Business
Fe Male
4
5
Deluxe
3
Unmarried
2
0
3
0
1
Manager
24,922
2,526
316
200,316
0
49
Self Enquiry
1
6
Large Business
Female
2
4
Super Deluxe
3
Single
1
1
3
1
0
AVP
28,964
259
4,759
204,759
0
41
Company Invited
1
33
Small Business
Female
4
5
Deluxe
3
Married
5
1
1
0
2
Manager
23,100
4,020
2,961
202,961
0
26
Self Enquiry
3
15
Salaried
Male
3
3
Deluxe
4
Divorced
2
0
4
0
1
Manager
23,529
2,382
1,189
201,189
0
33
Self Enquiry
3
8
Small Business
Male
3
3
Deluxe
3
Married
2
0
3
1
1
Manager
20,505
927
770
200,770
0
46
Self Enquiry
1
6
Small Business
Male
2
3
King
3
Married
1
0
5
1
1
VP
34,627
612
1,310
201,310
0
58
Company Invited
1
21
Salaried
Male
2
3
Super Deluxe
3
Married
3
1
1
1
0
AVP
30,787
1,023
3,617
203,617
0
37
Self Enquiry
1
12
Salaried
Female
3
4
Standard
5
Married
6
0
4
1
2
Senior Manager
26,686
2,972
271
200,271
1
47
Company Invited
1
35
Salaried
Male
2
3
Standard
4
Divorced
2
1
3
1
0
Senior Manager
26,849
219
4,571
204,571
0
30
Self Enquiry
1
14
Small Business
Female
4
5
Basic
3
Married
8
0
5
1
2
Executive
21,210
3,848
605
200,605
0
38
Company Invited
1
18
Salaried
Male
2
4
Deluxe
5
Married
3
0
5
1
0
Manager
21,288
485
2,990
202,990
0
30
Self Enquiry
3
17
Salaried
Male
3
4
Basic
3
Unmarried
3
0
4
0
1
Executive
21,320
2,409
3,562
203,562
0
27
Self Enquiry
1
10
Salaried
Female
3
4
Basic
3
Married
3
0
3
1
2
Executive
20,739
2,921
315
200,315
0
43
Company Invited
1
16
Salaried
Female
2
3
Basic
3
Single
1
0
5
0
1
Executive
17,455
258
4,546
204,546
0
43
Company Invited
1
9
Small Business
Male
3
4
Basic
3
Single
7
1
1
1
2
Executive
21,193
3,824
480
200,480
1
30
Company Invited
3
18
Salaried
Male
3
4
Basic
5
Divorced
2
0
5
1
0
Executive
17,033
386
1,083
201,083
1
40
Self Enquiry
1
15
Salaried
Male
2
3
Basic
5
Single
4
0
1
1
1
Executive
17,018
847
3,278
203,278
0
35
Self Enquiry
3
16
Salaried
Female
4
4
Deluxe
3
Divorced
3
0
2
1
3
Manager
24,392
2,673
4,749
204,749
0
36
Self Enquiry
2
15
Large Business
Male
4
4
Basic
3
Unmarried
3
0
5
0
2
Executive
23,001
4,010
4,534
204,534
0
36
Self Enquiry
1
34
Small Business
Female
3
5
Basic
5
Single
3
0
4
0
2
Executive
21,237
3,812
2,220
202,220
0
44
Self Enquiry
3
34
Small Business
Female
2
1
Super Deluxe
3
Married
4
1
1
1
0
AVP
28,320
1,743
3,882
203,882
1
24
Company Invited
3
16
Small Business
Male
3
4
Basic
5
Married
3
0
5
1
1
Executive
20,468
3,218
4,076
204,076
0
29
Self Enquiry
1
28
Small Business
Male
3
4
Basic
3
Married
3
0
1
0
1
Executive
21,391
3,402
4,536
204,536
0
33
Self Enquiry
3
20
Salaried
Male
4
4
Deluxe
3
Married
4
0
1
0
3
Manager
23,081
3,814
4,146
204,146
0
60
Self Enquiry
2
13
Small Business
Male
3
4
Basic
3
Married
2
0
4
0
1
Executive
20,945
3,465
3,414
203,414
0
28
Self Enquiry
3
18
Small Business
Female
4
2
Basic
3
Divorced
2
0
3
1
2
Executive
21,212
2,787
3,687
203,687
0
46
Self Enquiry
2
11
Salaried
Female
3
6
Standard
3
Married
6
0
1
1
2
Senior Manager
28,434
3,036
4,420
204,420
0
38
Self Enquiry
1
10
Salaried
Male
3
4
Standard
3
Married
3
0
1
1
1
Senior Manager
28,112
3,710
1,572
201,572
1
20
Company Invited
1
12
Salaried
Female
3
4
Basic
3
Single
2
1
1
0
0
Executive
17,926
1,231
636
200,636
1
35
Company Invited
1
31
Salaried
Female
3
3
Basic
4
Married
2
1
3
0
0
Executive
17,022
507
8
200,008
0
38
Company Invited
1
29
Salaried
Male
2
4
Standard
3
Unmarried
1
0
3
0
0
Senior Manager
24,526
7
3,834
203,834
1
29
Self Enquiry
1
24
Large Business
Male
3
5
Basic
3
Married
7
0
3
0
2
Executive
21,045
3,173
3,184
203,184
0
36
Self Enquiry
1
17
Salaried
Male
3
4
Basic
3
Married
3
0
5
1
1
Executive
22,595
2,589
4,654
204,654
0
36
Self Enquiry
1
17
Salaried
Male
3
4
Basic
3
Married
3
0
5
0
1
Executive
22,595
3,926
2,730
202,730
1
45
Company Invited
1
31
Salaried
Male
3
4
Basic
3
Married
5
1
5
0
2
Executive
21,839
2,174
4,408
204,408
0
35
Self Enquiry
3
21
Large Business
Female
3
4
Basic
3
Married
3
1
5
1
1
Executive
21,257
3,699
4,743
204,743
1
34
Self Enquiry
3
16
Small Business
Fe Male
4
4
Deluxe
5
Unmarried
2
1
3
0
1
Manager
26,902
4,004
3,527
203,527
1
41
Self Enquiry
1
16
Salaried
Male
3
4
Basic
5
Single
5
0
1
1
2
Executive
20,696
2,887
855
200,855
0
37
Self Enquiry
1
6
Salaried
Female
2
4
Deluxe
3
Divorced
2
0
2
1
1
Manager
21,474
678
4,290
204,290
0
52
Self Enquiry
3
21
Salaried
Female
3
4
Deluxe
3
Married
6
0
3
1
1
Manager
23,614
3,594
4,517
204,517
0
46
Self Enquiry
1
9
Salaried
Female
4
5
Basic
3
Single
3
0
3
1
1
Executive
20,952
3,797
1,295
201,295
0
41
Self Enquiry
3
10
Small Business
Female
2
3
Standard
3
Married
1
1
1
0
1
Senior Manager
25,447
1,011
1,705
201,705
0
43
Self Enquiry
3
22
Small Business
Female
3
3
Super Deluxe
3
Married
6
1
3
0
0
AVP
31,064
1,340
81
200,081
0
35
Self Enquiry
1
6
Small Business
Male
1
4
Basic
3
Single
2
0
4
1
0
Executive
17,859
65
2,011
202,011
0
36
Company Invited
1
14
Salaried
Female
3
1
Standard
5
Married
1
0
3
0
1
Senior Manager
26,713
1,582
3,849
203,849
0
32
Company Invited
1
17
Small Business
Female
3
4
Standard
3
Married
6
0
1
1
2
Senior Manager
29,709
3,186
2,337
202,337
0
50
Company Invited
1
8
Small Business
Female
1
3
Super Deluxe
5
Married
3
0
3
0
0
AVP
32,856
1,835
2,198
202,198
0
54
Self Enquiry
1
23
Large Business
Female
2
3
Standard
3
Married
1
0
5
0
0
Senior Manager
25,739
1,729
856
200,856
0
20
Self Enquiry
1
9
Salaried
Male
2
4
Basic
3
Single
2
0
3
0
1
Executive
18,033
679
2,859
202,859
1
35
Company Invited
3
13
Small Business
Female
3
6
Basic
3
Married
2
0
4
1
2
Executive
21,029
2,292
992
200,992
0
39
Company Invited
1
31
Salaried
Male
3
3
Standard
3
Divorced
4
0
1
0
0
Senior Manager
25,920
781
3,425
203,425
1
36
Company Invited
3
25
Small Business
Female
4
4
Deluxe
3
Divorced
2
1
5
1
3
Manager
23,292
2,798
4,485
204,485
0
27
Company Invited
1
7
Salaried
Female
4
6
Basic
3
Married
5
0
4
1
1
Executive
23,042
3,769
3,641
203,641
0
21
Self Enquiry
3
16
Salaried
Male
3
4
Basic
5
Unmarried
3
0
1
0
2
Executive
21,406
2,992
1,713
201,713
0
40
Self Enquiry
1
30
Large Business
Male
3
3
Deluxe
3
Married
2
0
3
1
1
Manager
18,319
1,345
3,544
203,544
0
36
Self Enquiry
3
35
Salaried
Female
4
5
Basic
3
Married
2
0
4
1
3
Executive
21,108
2,903
3,065
203,065
0
37
Self Enquiry
3
7
Salaried
Male
3
4
Deluxe
3
Divorced
3
1
3
1
2
Manager
24,879
2,476
3,052
203,052
1
56
Self Enquiry
3
9
Small Business
Male
3
4
Deluxe
3
Unmarried
6
0
2
0
2
Manager
23,838
2,465
1,128
201,128
0
36
Company Invited
1
12
Salaried
Male
3
1
Deluxe
5
Married
4
1
4
1
1
Manager
20,562
883
1,395
201,395
1
31
Company Invited
3
32
Small Business
Male
3
3
Deluxe
3
Married
2
1
3
0
1
Manager
20,617
1,091
476
200,476
0
24
Self Enquiry
1
23
Salaried
Male
3
4
Basic
4
Divorced
2
0
3
1
1
Executive
17,127
382
3,592
203,592
0
40
Self Enquiry
1
17
Small Business
Male
4
4
Deluxe
5
Married
4
0
5
1
3
Manager
24,055
2,948
3,531
203,531
0
35
Self Enquiry
3
14
Large Business
Male
3
4
Basic
3
Married
2
1
1
0
2
Executive
20,986
2,891
3,124
203,124
0
37
Self Enquiry
1
14
Salaried
Male
4
4
Basic
3
Unmarried
4
0
3
0
3
Executive
23,356
2,534
37
200,037
0
35
Self Enquiry
3
8
Small Business
Female
3
3
Basic
3
Divorced
2
0
2
1
0
Executive
17,014
31
2,833
202,833
0
38
Self Enquiry
1
17
Salaried
Male
3
4
Deluxe
4
Unmarried
4
1
5
0
2
Manager
22,875
2,269
3,165
203,165
0
51
Self Enquiry
1
31
Salaried
Male
4
4
Super Deluxe
3
Divorced
5
1
4
0
1
AVP
32,651
2,571
3,632
203,632
0
30
Self Enquiry
3
12
Small Business
Male
3
5
Deluxe
4
Married
3
1
5
0
1
Manager
22,865
2,984
768
200,768
0
40
Self Enquiry
3
32
Small Business
Male
3
3
Deluxe
5
Divorced
2
0
2
1
1
Manager
23,396
610
711
200,711
1
29
Self Enquiry
1
16
Salaried
Female
3
4
Basic
5
Single
7
1
5
1
1
Executive
17,404
570
425
200,425
0
50
Self Enquiry
1
35
Salaried
Male
2
4
Super Deluxe
3
Divorced
1
0
5
1
1
AVP
32,046
343
2,561
202,561
0
37
Company Invited
3
18
Large Business
Female
4
4
Standard
3
Divorced
2
0
5
0
1
Senior Manager
28,416
2,024
2,790
202,790
0
42
Self Enquiry
1
13
Small Business
Male
4
5
Deluxe
4
Unmarried
8
1
3
1
1
Manager
24,710
2,228
4,433
204,433
0
30
Company Invited
1
7
Salaried
Male
4
6
Basic
3
Married
3
0
1
0
3
Executive
21,398
3,721
4,231
204,231
1
53
Self Enquiry
1
15
Small Business
Male
3
5
Deluxe
4
Married
4
0
1
1
1
Manager
23,619
3,538
3,742
203,742
1
47
Self Enquiry
1
28
Small Business
Female
4
4
Deluxe
4
Married
6
0
3
1
3
Manager
27,604
3,089
2,599
202,599
0
30
Company Invited
1
7
Large Business
Male
3
4
Deluxe
3
Divorced
3
0
3
0
2
Manager
22,997
2,059
1,671
201,671
0
49
Company Invited
1
24
Salaried
Male
3
3
Deluxe
3
Married
2
1
1
0
0
Manager
21,804
1,309
3,331
203,331
0
43
Company Invited
1
33
Small Business
Female
3
4
Standard
5
Divorced
5
1
3
0
2
Senior Manager
31,869
2,721
2,743
202,743
0
52
Self Enquiry
1
9
Small Business
Male
3
6
Deluxe
4
Married
7
0
2
0
1
Manager
24,160
2,186
2,545
202,545
0
33
Self Enquiry
1
7
Salaried
Male
4
4
Basic
5
Unmarried
3
0
2
0
3
Executive
21,634
2,011
3,906
203,906
0
40
Self Enquiry
3
31
Small Business
Female
3
5
Super Deluxe
3
Married
2
0
1
1
2
AVP
30,709
3,241
3,217
203,217
0
37
Self Enquiry
1
19
Small Business
Fe Male
3
5
Standard
3
Unmarried
2
0
2
1
1
Senior Manager
27,536
2,615
3,921
203,921
0
31
Self Enquiry
1
31
Salaried
Male
4
4
Basic
3
Married
3
0
3
1
3
Executive
21,371
3,256
1,237
201,237
1
32
Self Enquiry
3
6
Salaried
Male
2
5
Deluxe
4
Unmarried
7
0
3
0
1
Manager
21,735
965
660
200,660
1
58
Company Invited
1
8
Salaried
Male
2
4
Basic
3
Married
1
1
2
0
0
Executive
17,380
528
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Tourism Dataset

Dataset Description

This dataset contains information related to tourism, including customer details, travel preferences, and booking information.

Dataset Contents

The dataset contains the following columns:

  • Unnamed: 0: Index column (can likely be ignored).
  • CustomerID: Unique identifier for each customer.
  • ProdTaken: Indicates whether the customer took the product (e.g., a tourism package).
  • Age: Age of the customer.
  • TypeofContact: How the customer was contacted (e.g., Self Enquiry, Company Invited).
  • CityTier: Tier of the city the customer is from.
  • DurationOfPitch: Duration of the sales pitch in minutes.
  • Occupation: Occupation of the customer.
  • Gender: Gender of the customer.
  • NumberOfPersonVisiting: Number of persons visiting with the customer.
  • NumberOfFollowups: Number of follow-up interactions with the customer.
  • ProductPitched: The type of product pitched to the customer.
  • PreferredPropertyStar: Preferred star rating of the property.
  • PreferredFoodStar: Preferred star rating of the food.
  • FirstTripThisYear: Whether this is the customer's first trip this year.
  • NumberOfTrips: Total number of trips taken by the customer.
  • Passport: Indicates if the customer has a passport.
  • PitchSatisfactionScore: Score indicating satisfaction with the pitch.
  • OwnCar: Indicates if the customer owns a car.
  • NumberOfChildrenVisiting: Number of children visiting with the customer.
  • Designation: Designation of the customer.
  • MonthlyIncome: Monthly income of the customer.

Dataset Source

This dataset is likely a simulated or collected dataset related to a tourism company's customer interactions and sales. The specific source is not explicitly stated in the provided data.

Usage

This dataset can be used for various analytical tasks, including:

  • Predicting whether a customer will take a product (ProdTaken).
  • Analyzing factors influencing customer decisions.
  • Segmenting customers based on their characteristics and preferences.

License

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