Datasets:

deva8217
/

tourism-wellness

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
0	55	Self Enquiry	1	17	Small Business	Female	4	4	Deluxe	5	Unmarried	8	1	1	0	1	Manager	23,118
0	39	Self Enquiry	1	9	Salaried	Male	3	4	Basic	3	Unmarried	7	1	4	0	2	Executive	22,622
0	42	Company Invited	2	8	Small Business	Male	3	1	Deluxe	5	Divorced	1	0	2	0	2	Manager	21,272
0	37	Self Enquiry	1	12	Salaried	Female	3	5	Basic	5	Divorced	2	1	2	1	1	Executive	98,678
0	23	Self Enquiry	1	7	Salaried	Male	3	5	Deluxe	3	Divorced	8	0	2	1	1	Manager	23,453
0	33	Company Invited	1	31	Salaried	Male	4	4	Deluxe	3	Divorced	3	0	4	1	1	Manager	23,987
0	38	Self Enquiry	1	24	Small Business	Male	2	5	Deluxe	3	Married	4	1	5	0	1	Manager	20,811
0	60	Self Enquiry	1	9	Salaried	Female	4	5	Super Deluxe	3	Single	5	1	5	0	3	AVP	32,404
0	53	Company Invited	3	8	Small Business	Female	2	4	Standard	4	Married	3	0	1	1	0	Senior Manager	22,525
0	37	Self Enquiry	1	33	Salaried	Male	4	4	Deluxe	3	Married	8	0	3	1	1	Manager	24,025
0	60	Company Invited	3	34	Small Business	Female	3	4	Standard	5	Married	5	0	1	1	0	Senior Manager	25,266
0	43	Self Enquiry	1	36	Small Business	Male	3	6	Deluxe	3	Unmarried	6	0	3	1	2	Manager	22,950
0	35	Self Enquiry	1	22	Small Business	Male	2	1	Basic	4	Married	1	0	4	1	1	Executive	17,426
0	43	Self Enquiry	1	10	Salaried	Female	4	2	Deluxe	3	Married	4	1	5	1	1	Manager	23,909
0	52	Company Invited	1	34	Small Business	Female	2	1	Super Deluxe	3	Divorced	3	1	4	0	0	AVP	28,247
1	59	Company Invited	1	9	Salaried	Male	3	5	Basic	3	Married	2	1	2	0	1	Executive	21,058
0	36	Self Enquiry	1	33	Small Business	Male	3	3	Deluxe	3	Divorced	7	0	3	1	0	Manager	20,237
0	29	Company Invited	1	23	Small Business	Male	3	4	Basic	3	Single	3	0	3	0	1	Executive	20,822
0	37	Self Enquiry	1	16	Small Business	Male	3	5	Deluxe	4	Married	4	1	4	0	2	Manager	27,525
0	38	Self Enquiry	1	8	Salaried	Male	2	3	Deluxe	3	Divorced	1	0	2	0	1	Manager	21,553
1	31	Company Invited	3	6	Salaried	Female	2	5	Basic	3	Single	2	0	3	1	1	Executive	16,359
0	46	Self Enquiry	3	16	Small Business	Male	4	4	Standard	5	Married	6	1	2	1	1	Senior Manager	29,439
1	41	Self Enquiry	3	14	Small Business	Male	3	4	Basic	4	Unmarried	3	0	5	0	1	Executive	23,339
1	35	Self Enquiry	1	13	Salaried	Male	3	3	Basic	4	Single	2	1	3	1	1	Executive	20,363
0	29	Self Enquiry	3	16	Salaried	Male	3	3	Basic	3	Single	2	0	4	1	0	Executive	17,642
0	51	Self Enquiry	3	27	Small Business	Male	3	3	Deluxe	3	Single	1	1	5	0	2	Manager	20,441
0	39	Self Enquiry	1	6	Small Business	Male	2	2	Standard	3	Married	1	0	3	1	0	Senior Manager	24,613
0	37	Self Enquiry	3	22	Small Business	Male	3	4	Deluxe	3	Married	5	0	5	1	2	Manager	21,334
0	33	Company Invited	3	23	Salaried	Male	2	3	Super Deluxe	3	Single	2	0	3	1	1	AVP	32,444
0	51	Company Invited	3	19	Small Business	Fe Male	4	4	Standard	3	Unmarried	6	0	5	1	3	Senior Manager	27,886
0	42	Self Enquiry	1	12	Salaried	Male	3	2	Deluxe	4	Unmarried	5	0	5	1	1	Manager	25,548
0	33	Self Enquiry	3	15	Large Business	Female	4	5	Deluxe	4	Divorced	3	1	2	1	1	Manager	23,906
0	30	Company Invited	1	17	Salaried	Female	4	4	Basic	4	Married	2	0	5	1	1	Executive	21,969
0	41	Self Enquiry	3	7	Small Business	Male	3	6	Deluxe	3	Divorced	4	1	3	1	1	Manager	26,135
0	38	Company Invited	1	12	Large Business	Male	3	2	Basic	3	Unmarried	2	0	5	1	1	Executive	22,178
0	28	Company Invited	3	9	Salaried	Male	3	6	Deluxe	3	Unmarried	5	0	4	1	2	Manager	23,749
0	27	Self Enquiry	1	24	Small Business	Male	4	6	Basic	3	Married	3	0	3	0	3	Executive	20,983
0	27	Self Enquiry	1	11	Salaried	Female	2	3	Basic	4	Single	2	1	3	0	1	Executive	17,478
0	24	Self Enquiry	1	11	Small Business	Male	3	2	Basic	5	Married	4	0	4	0	2	Executive	21,497
0	34	Company Invited	1	22	Salaried	Female	3	4	Basic	3	Single	2	0	5	1	2	Executive	17,553
1	37	Self Enquiry	3	17	Small Business	Male	3	5	Standard	5	Married	2	0	5	0	1	Senior Manager	25,772
0	34	Company Invited	1	7	Small Business	Male	3	4	Deluxe	5	Single	1	0	1	0	0	Manager	20,343
1	30	Company Invited	3	32	Small Business	Female	2	4	Deluxe	5	Unmarried	6	0	2	0	1	Manager	21,696
0	27	Self Enquiry	1	23	Large Business	Male	2	3	Basic	4	Married	1	1	4	0	0	Executive	18,058
0	36	Self Enquiry	1	9	Salaried	Male	3	5	Standard	4	Married	4	0	4	1	1	Senior Manager	28,952
0	40	Self Enquiry	1	30	Large Business	Male	3	3	Deluxe	3	Married	2	0	3	1	1	Manager	18,319
0	38	Self Enquiry	1	7	Large Business	Fe Male	3	4	Standard	3	Unmarried	6	0	5	1	2	Senior Manager	26,169
1	33	Self Enquiry	3	9	Small Business	Male	3	5	Deluxe	4	Single	2	1	1	1	1	Manager	28,585
0	30	Self Enquiry	1	16	Salaried	Male	2	5	Basic	3	Unmarried	2	0	1	1	1	Executive	22,661
0	52	Self Enquiry	1	6	Salaried	Male	3	3	Super Deluxe	3	Married	3	0	1	1	2	AVP	32,099
1	33	Self Enquiry	3	7	Salaried	Male	3	6	Deluxe	4	Unmarried	8	0	3	0	2	Manager	25,413
1	20	Company Invited	1	17	Small Business	Female	4	5	Basic	4	Single	3	1	5	0	3	Executive	20,537
0	38	Company Invited	1	29	Salaried	Male	2	4	Standard	3	Unmarried	1	0	3	0	0	Senior Manager	24,526
0	31	Self Enquiry	1	17	Salaried	Male	2	3	Basic	3	Married	4	1	3	0	0	Executive	17,356
1	52	Self Enquiry	1	11	Salaried	Male	3	4	Basic	3	Divorced	2	1	2	1	2	Executive	21,139
0	39	Self Enquiry	1	10	Large Business	Female	3	4	Deluxe	3	Unmarried	5	1	5	1	1	Manager	22,995
0	40	Self Enquiry	3	11	Salaried	Female	3	5	Deluxe	3	Married	6	0	5	1	2	Manager	24,580
0	26	Self Enquiry	1	26	Small Business	Male	4	4	Basic	3	Divorced	5	0	5	1	3	Executive	22,347
1	47	Company Invited	3	15	Salaried	Male	2	5	Super Deluxe	3	Married	1	0	5	1	1	AVP	27,936
0	28	Self Enquiry	3	16	Small Business	Male	3	3	Basic	4	Married	2	0	5	0	2	Executive	16,052
1	19	Company Invited	1	15	Small Business	Male	4	4	Basic	3	Single	3	0	5	0	1	Executive	20,582
0	52	Self Enquiry	3	9	Small Business	Male	2	4	Super Deluxe	5	Married	2	0	5	1	0	AVP	31,856
1	20	Company Invited	3	7	Large Business	Female	4	6	Basic	5	Single	2	0	3	1	2	Executive	21,003
0	43	Self Enquiry	3	15	Small Business	Male	3	4	Deluxe	4	Divorced	2	0	3	0	2	Manager	25,503
0	30	Self Enquiry	1	8	Salaried	Female	4	4	Basic	3	Married	3	0	1	1	3	Executive	22,438
1	51	Company Invited	3	7	Salaried	Male	4	4	Deluxe	3	Married	2	0	3	1	2	Manager	25,406
0	41	Company Invited	1	16	Salaried	Male	4	5	Deluxe	3	Married	2	0	5	0	2	Manager	23,554
0	33	Company Invited	3	15	Small Business	Fe Male	3	4	Standard	3	Unmarried	3	0	4	1	2	Senior Manager	27,676
0	22	Company Invited	3	16	Small Business	Male	3	4	Basic	3	Unmarried	3	0	4	0	1	Executive	21,288
0	40	Self Enquiry	1	16	Salaried	Female	2	1	Basic	3	Married	4	1	3	0	1	Executive	17,213
0	53	Self Enquiry	3	6	Small Business	Female	2	3	Deluxe	5	Unmarried	1	0	1	1	1	Manager	23,381
1	29	Company Invited	1	9	Small Business	Male	3	5	Basic	5	Single	2	0	4	0	1	Executive	21,239
0	44	Company Invited	1	16	Small Business	Male	4	4	Deluxe	3	Married	5	1	3	1	3	Manager	24,357
0	23	Self Enquiry	1	13	Small Business	Male	4	4	Basic	3	Divorced	2	0	2	1	1	Executive	21,451
0	43	Self Enquiry	1	36	Small Business	Male	3	6	Deluxe	3	Unmarried	6	0	3	1	1	Manager	22,950
0	33	Company Invited	3	23	Salaried	Male	2	3	Super Deluxe	3	Single	2	0	3	1	0	AVP	32,444
0	37	Company Invited	3	7	Small Business	Fe Male	3	4	Deluxe	3	Unmarried	6	0	1	1	2	Manager	25,331
0	37	Self Enquiry	1	16	Salaried	Female	2	1	Standard	3	Married	2	1	1	0	1	Senior Manager	28,744
1	40	Self Enquiry	3	10	Small Business	Female	3	4	Deluxe	3	Married	6	1	4	1	2	Manager	23,916
0	36	Self Enquiry	1	7	Salaried	Female	3	2	Basic	3	Single	5	0	3	1	2	Executive	21,184
0	50	Self Enquiry	1	23	Small Business	Female	4	4	Basic	5	Married	6	1	1	1	2	Executive	21,265
1	21	Company Invited	3	6	Large Business	Female	3	4	Basic	4	Single	2	1	5	1	2	Executive	17,174
1	28	Self Enquiry	3	9	Small Business	Female	4	6	King	4	Single	4	1	5	1	2	VP	21,195
0	52	Self Enquiry	1	15	Salaried	Male	3	5	Standard	4	Divorced	7	0	3	1	2	Senior Manager	31,168
1	40	Self Enquiry	1	14	Small Business	Male	3	4	Basic	3	Unmarried	2	1	4	1	2	Executive	24,094
0	29	Self Enquiry	1	12	Small Business	Female	2	3	Basic	3	Married	2	0	3	0	1	Executive	18,131
0	35	Company Invited	1	17	Small Business	Male	3	4	Standard	5	Divorced	3	1	5	1	1	Senior Manager	24,884
0	38	Self Enquiry	3	13	Small Business	Male	4	4	Deluxe	3	Married	6	0	3	1	1	Manager	25,180
0	51	Company Invited	1	6	Small Business	Female	1	4	Standard	5	Unmarried	4	0	2	1	0	Senior Manager	22,484
0	22	Company Invited	3	16	Small Business	Male	3	4	Basic	3	Unmarried	3	0	4	1	1	Executive	21,288
0	36	Self Enquiry	2	19	Salaried	Male	2	3	Basic	4	Married	5	0	3	1	1	Executive	17,143
0	31	Self Enquiry	1	17	Small Business	Male	3	3	Deluxe	5	Married	2	1	1	1	1	Manager	21,833
0	28	Self Enquiry	3	16	Small Business	Male	3	4	Deluxe	3	Unmarried	3	0	1	0	2	Manager	22,783
0	50	Self Enquiry	1	7	Large Business	Female	3	5	Super Deluxe	3	Single	2	1	3	0	1	AVP	32,642
0	28	Self Enquiry	1	13	Salaried	Male	3	5	Basic	3	Married	3	0	1	1	2	Executive	21,217
0	40	Self Enquiry	1	14	Salaried	Female	3	3	Deluxe	5	Married	3	1	1	0	0	Manager	21,516
0	29	Self Enquiry	1	21	Salaried	Male	2	3	Basic	3	Single	2	0	3	0	0	Executive	17,340
0	40	Self Enquiry	1	17	Small Business	Male	4	4	Standard	3	Single	2	0	3	1	1	Senior Manager	32,142
0	29	Company Invited	1	7	Small Business	Male	3	4	Basic	3	Single	2	1	4	0	1	Executive	20,832
0	31	Self Enquiry	1	8	Small Business	Male	4	4	Basic	4	Married	2	1	4	1	3	Executive	22,257

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Wellness Tourism — Customer Propensity Dataset

Task: Binary classification (ProdTaken: 0/1) to predict purchase of the Wellness Package.

Files

raw/tourism.csv
processed/train.csv, processed/test.csv

Quick start

from huggingface_hub import hf_hub_download
import pandas as pd
p = hf_hub_download("deva8217/tourism-wellness", "processed/train.csv", repo_type="dataset")
df = pd.read_csv(p)
df.head()

Downloads last month: 27

Size of downloaded dataset files:

425 kB

Size of the auto-converted Parquet files:

87.3 kB

Number of rows:

4,128