Datasets:

alagarst
/

tourism-wellness-dataset

Age float64	TypeofContact float64	CityTier float64	DurationOfPitch float64	Occupation float64	Gender float64	NumberOfPersonVisiting float64	NumberOfFollowups float64	ProductPitched float64	PreferredPropertyStar float64	MaritalStatus float64	NumberOfTrips float64	Passport float64	PitchSatisfactionScore float64	OwnCar float64	NumberOfChildrenVisiting float64	Designation float64	MonthlyIncome float64	ProdTaken int64
1.938049	0.637419	-0.72193	0.161723	1.039618	-1.005269	1.463597	0.257842	-0.125184	1.781122	1.757774	2.545749	1.559626	-1.516929	-1.24967	-0.274035	0.31789	-0.000023	0
0.192163	0.637419	-0.72193	-0.786573	-0.510887	0.766022	0.066431	0.257842	-0.908058	-0.726345	1.757774	2.004261	1.559626	0.701361	-1.24967	0.898068	-0.787029	-0.110073	0
0.519516	-1.568826	0.36508	-0.90511	1.039618	0.766022	0.066431	-2.747079	-0.125184	1.781122	-1.34164	-1.244669	-0.641179	-0.777499	-1.24967	0.898068	0.31789	-0.409604	0
-0.026073	0.637419	-0.72193	-0.430962	-0.510887	-1.005269	0.066431	1.259482	-0.908058	1.781122	-1.34164	-0.70318	1.559626	-0.777499	0.800211	-0.274035	-0.787029	16.764857	0
-1.553724	0.637419	-0.72193	-1.023647	-0.510887	0.766022	0.066431	1.259482	-0.125184	-0.726345	-1.34164	2.545749	-0.641179	-0.777499	0.800211	-0.274035	0.31789	0.074305	0
-0.462545	-1.568826	-0.72193	1.821241	-0.510887	0.766022	1.463597	0.257842	-0.125184	-0.726345	-1.34164	-0.161692	-0.641179	0.701361	0.800211	-0.274035	0.31789	0.192787	0
0.083045	0.637419	-0.72193	0.991482	1.039618	0.766022	-1.330735	1.259482	-0.125184	-0.726345	-0.308502	0.379796	1.559626	1.440791	-1.24967	-0.274035	0.31789	-0.511889	0
2.483638	0.637419	-0.72193	-0.786573	-0.510887	-1.005269	1.463597	1.259482	2.223439	-0.726345	0.724636	0.921284	1.559626	1.440791	-1.24967	2.070171	-1.891948	2.060309	0
1.719813	-1.568826	1.452091	-0.90511	1.039618	-1.005269	-1.330735	0.257842	1.440565	0.527388	-0.308502	-0.161692	-0.641179	-1.516929	0.800211	-1.446138	1.422809	-0.131595	0
-0.026073	0.637419	-0.72193	2.058315	-0.510887	0.766022	1.463597	0.257842	-0.125184	-0.726345	-0.308502	2.545749	-0.641179	-0.038069	0.800211	-0.274035	0.31789	0.201218	0
2.483638	-1.568826	1.452091	2.176852	1.039618	-1.005269	0.066431	0.257842	1.440565	1.781122	-0.308502	0.921284	-0.641179	-1.516929	0.800211	-1.446138	1.422809	0.476565	0
0.628634	0.637419	-0.72193	2.413926	1.039618	0.766022	0.066431	2.261123	-0.125184	-0.726345	1.757774	1.462772	-0.641179	-0.038069	0.800211	0.898068	0.31789	-0.037298	0
-0.244309	0.637419	-0.72193	0.754408	1.039618	0.766022	-1.330735	-2.747079	-0.908058	0.527388	-0.308502	-1.244669	-0.641179	0.701361	0.800211	-0.274035	-0.787029	-1.262936	0
0.628634	0.637419	-0.72193	-0.668036	-0.510887	-1.005269	1.463597	-1.745439	-0.125184	-0.726345	-0.308502	0.379796	1.559626	1.440791	0.800211	-0.274035	0.31789	0.17548	0
1.610695	-1.568826	-0.72193	2.176852	1.039618	-1.005269	-1.330735	-2.747079	2.223439	-0.726345	-1.34164	-0.161692	1.559626	0.701361	-1.24967	-1.446138	-1.891948	1.137974	0
2.374521	-1.568826	-0.72193	-0.786573	-0.510887	0.766022	0.066431	1.259482	-0.908058	-0.726345	-0.308502	-0.70318	1.559626	-0.777499	-1.24967	-0.274035	-0.787029	-0.457085	1
-0.135191	0.637419	-0.72193	2.058315	1.039618	0.766022	0.066431	-0.743798	-0.125184	-0.726345	-1.34164	2.004261	-0.641179	-0.038069	0.800211	-1.446138	0.31789	-0.639245	0
-0.899017	-1.568826	-0.72193	0.872945	1.039618	0.766022	0.066431	0.257842	-0.908058	-0.726345	0.724636	-0.161692	-0.641179	-0.038069	-1.24967	-0.274035	-0.787029	-0.509448	0
-0.026073	0.637419	-0.72193	0.043186	1.039618	0.766022	0.066431	1.259482	-0.125184	0.527388	-0.308502	0.379796	1.559626	0.701361	-1.24967	0.898068	0.31789	0.977781	0
0.083045	0.637419	-0.72193	-0.90511	-0.510887	0.766022	-1.330735	-0.743798	-0.125184	-0.726345	-1.34164	-1.244669	-0.641179	-0.777499	-1.24967	-0.274035	0.31789	-0.347257	0
-0.680781	-1.568826	1.452091	-1.142184	-0.510887	-1.005269	-1.330735	1.259482	-0.908058	-0.726345	0.724636	-0.70318	-0.641179	-0.038069	0.800211	-0.274035	-0.787029	-1.499676	1
0.955988	0.637419	1.452091	0.043186	1.039618	0.766022	1.463597	0.257842	1.440565	1.781122	-0.308502	1.462772	1.559626	-0.777499	0.800211	-0.274035	1.422809	1.402449	0
0.410398	0.637419	1.452091	-0.193888	1.039618	0.766022	0.066431	0.257842	-0.908058	0.527388	1.757774	-0.161692	-0.641179	1.440791	-1.24967	-0.274035	-0.787029	0.049012	1
-0.244309	0.637419	-0.72193	-0.312425	-0.510887	0.766022	0.066431	-0.743798	-0.908058	0.527388	0.724636	-0.70318	1.559626	-0.038069	0.800211	-0.274035	-0.787029	-0.611289	1
-0.899017	0.637419	1.452091	0.043186	-0.510887	0.766022	0.066431	-0.743798	-0.908058	-0.726345	0.724636	-0.70318	-0.641179	0.701361	0.800211	-1.446138	-0.787029	-1.215011	0
1.501577	0.637419	1.452091	1.347093	1.039618	0.766022	0.066431	-0.743798	-0.125184	-0.726345	0.724636	-1.244669	1.559626	1.440791	-1.24967	0.898068	0.31789	-0.593982	0
0.192163	0.637419	-0.72193	-1.142184	1.039618	0.766022	-1.330735	-1.745439	1.440565	-0.726345	-0.308502	-1.244669	-0.641179	-0.038069	0.800211	-1.446138	1.422809	0.33168	0
-0.026073	0.637419	1.452091	0.754408	1.039618	0.766022	0.066431	0.257842	-0.125184	-0.726345	-0.308502	0.921284	-0.641179	1.440791	0.800211	0.898068	0.31789	-0.395848	0
-0.462545	-1.568826	1.452091	0.872945	-0.510887	0.766022	-1.330735	-0.743798	2.223439	-0.726345	0.724636	-0.70318	-0.641179	-0.038069	0.800211	-0.274035	-1.891948	2.069184	0
1.501577	-1.568826	1.452091	0.398797	1.039618	-2.77656	1.463597	0.257842	1.440565	-0.726345	1.757774	1.462772	-0.641179	1.440791	0.800211	2.070171	1.422809	1.057877	0
0.519516	0.637419	-0.72193	-0.430962	-0.510887	0.766022	0.066431	-1.745439	-0.125184	0.527388	1.757774	0.921284	-0.641179	1.440791	0.800211	-0.274035	0.31789	0.539134	0
-0.462545	0.637419	1.452091	-0.075351	-2.061392	-1.005269	1.463597	1.259482	-0.125184	0.527388	-1.34164	-0.161692	1.559626	-0.777499	0.800211	-0.274035	0.31789	0.174815	0
-0.789899	-1.568826	-0.72193	0.161723	-0.510887	-1.005269	1.463597	0.257842	-0.908058	0.527388	-0.308502	-0.70318	-0.641179	1.440791	0.800211	-0.274035	-0.787029	-0.254957	0
0.410398	0.637419	1.452091	-1.023647	1.039618	0.766022	0.066431	2.261123	-0.125184	-0.726345	-1.34164	0.379796	1.559626	-0.038069	0.800211	-0.274035	0.31789	0.669374	0
0.083045	-1.568826	-0.72193	-0.430962	-2.061392	0.766022	0.066431	-1.745439	-0.908058	-0.726345	1.757774	-0.70318	-0.641179	1.440791	0.800211	-0.274035	-0.787029	-0.208585	0
-1.008134	-1.568826	1.452091	-0.786573	-0.510887	0.766022	0.066431	2.261123	-0.125184	-0.726345	1.757774	0.921284	-0.641179	0.701361	0.800211	0.898068	0.31789	0.13998	0
-1.117252	0.637419	-0.72193	0.991482	1.039618	0.766022	1.463597	2.261123	-0.908058	-0.726345	-0.308502	-0.161692	-0.641179	-0.038069	-1.24967	2.070171	-0.787029	-0.473726	0
-1.117252	0.637419	-0.72193	-0.549499	-0.510887	-1.005269	-1.330735	-0.743798	-0.908058	0.527388	0.724636	-0.70318	1.559626	-0.038069	-1.24967	-0.274035	-0.787029	-1.251398	0
-1.444606	0.637419	-0.72193	-0.549499	1.039618	0.766022	0.066431	-1.745439	-0.908058	1.781122	-0.308502	0.379796	-0.641179	0.701361	-1.24967	0.898068	-0.787029	-0.359682	0
-0.353427	-1.568826	-0.72193	0.754408	-0.510887	-1.005269	0.066431	0.257842	-0.908058	-0.726345	0.724636	-0.70318	-0.641179	1.440791	0.800211	0.898068	-0.787029	-1.234758	0
-0.026073	0.637419	1.452091	0.161723	1.039618	0.766022	0.066431	1.259482	1.440565	1.781122	-0.308502	-0.70318	-0.641179	1.440791	-1.24967	-0.274035	1.422809	0.588834	1
-0.353427	-1.568826	-0.72193	-1.023647	1.039618	0.766022	0.066431	0.257842	-0.125184	1.781122	0.724636	-1.244669	-0.641179	-1.516929	-1.24967	-1.446138	0.31789	-0.615726	0
-0.789899	-1.568826	1.452091	1.939778	1.039618	-1.005269	-1.330735	0.257842	-0.125184	1.781122	1.757774	1.462772	-0.641179	-0.777499	-1.24967	-0.274035	0.31789	-0.315529	1
-1.117252	0.637419	-0.72193	0.872945	-2.061392	0.766022	-1.330735	-0.743798	-0.908058	0.527388	-0.308502	-1.244669	1.559626	0.701361	-1.24967	-1.446138	-0.787029	-1.122711	0
-0.135191	0.637419	-0.72193	-0.786573	-0.510887	0.766022	0.066431	1.259482	1.440565	0.527388	-0.308502	0.379796	-0.641179	0.701361	0.800211	-0.274035	1.422809	1.294396	0
0.30128	0.637419	-0.72193	1.702704	-2.061392	0.766022	0.066431	-0.743798	-0.125184	-0.726345	-0.308502	-0.70318	-0.641179	-0.038069	0.800211	-0.274035	0.31789	-1.064801	0
0.083045	0.637419	-0.72193	-1.023647	-2.061392	-2.77656	0.066431	0.257842	1.440565	-0.726345	1.757774	1.462772	-0.641179	1.440791	0.800211	0.898068	1.422809	0.676918	0
-0.462545	0.637419	1.452091	-0.786573	1.039618	0.766022	0.066431	1.259482	-0.125184	0.527388	0.724636	-0.70318	1.559626	-1.516929	0.800211	-0.274035	0.31789	1.212968	1
-0.789899	0.637419	-0.72193	0.043186	-0.510887	0.766022	-1.330735	1.259482	-0.908058	-0.726345	1.757774	-0.70318	-0.641179	-1.516929	0.800211	-0.274035	-0.787029	-0.10142	0
1.610695	0.637419	-0.72193	-1.142184	-0.510887	0.766022	0.066431	-0.743798	2.223439	-0.726345	-0.308502	-0.161692	-0.641179	-1.516929	0.800211	0.898068	-1.891948	1.992637	0
-0.462545	0.637419	1.452091	-1.023647	-0.510887	0.766022	0.066431	2.261123	-0.125184	0.527388	1.757774	2.545749	-0.641179	-0.038069	-1.24967	0.898068	0.31789	0.50918	1
-1.881078	-1.568826	-0.72193	0.161723	1.039618	-1.005269	1.463597	1.259482	-0.908058	0.527388	0.724636	-0.161692	1.559626	1.440791	-1.24967	2.070171	-0.787029	-0.572682	1
0.083045	-1.568826	-0.72193	1.584167	-0.510887	0.766022	-1.330735	0.257842	1.440565	-0.726345	1.757774	-1.244669	-0.641179	-0.038069	-1.24967	-1.446138	1.422809	0.312377	0
-0.680781	0.637419	-0.72193	0.161723	-0.510887	0.766022	-1.330735	-0.743798	-0.908058	-0.726345	-0.308502	0.379796	1.559626	-0.038069	-1.24967	-1.446138	-0.787029	-1.278467	0
1.610695	0.637419	-0.72193	-0.549499	-0.510887	0.766022	0.066431	0.257842	-0.908058	-0.726345	-1.34164	-0.70318	1.559626	-0.777499	0.800211	0.898068	-0.787029	-0.439114	1
0.192163	0.637419	-0.72193	-0.668036	-2.061392	-1.005269	0.066431	0.257842	-0.125184	-0.726345	1.757774	0.921284	1.559626	1.440791	0.800211	-0.274035	0.31789	-0.027313	0
0.30128	0.637419	1.452091	-0.549499	-0.510887	-1.005269	0.066431	1.259482	-0.125184	-0.726345	-0.308502	1.462772	-0.641179	1.440791	0.800211	0.898068	0.31789	0.324359	0
-1.22637	0.637419	-0.72193	1.228556	1.039618	0.766022	1.463597	0.257842	-0.908058	-0.726345	-1.34164	0.921284	-0.641179	1.440791	0.800211	2.070171	-0.787029	-0.171089	0
1.065106	-1.568826	1.452091	-0.075351	-0.510887	0.766022	-1.330735	1.259482	2.223439	-0.726345	-0.308502	-1.244669	-0.641179	1.440791	0.800211	-0.274035	-1.891948	1.068971	1
-1.008134	0.637419	1.452091	0.043186	1.039618	0.766022	0.066431	-0.743798	-0.908058	0.527388	-0.308502	-0.70318	-0.641179	1.440791	-1.24967	0.898068	-0.787029	-1.567792	0
-1.990196	-1.568826	-0.72193	-0.075351	1.039618	0.766022	1.463597	0.257842	-0.908058	-0.726345	0.724636	-0.161692	-0.641179	1.440791	-1.24967	-0.274035	-0.787029	-0.562698	1
1.610695	0.637419	1.452091	-0.786573	1.039618	0.766022	-1.330735	0.257842	2.223439	1.781122	-0.308502	-0.70318	-0.641179	1.440791	0.800211	-1.446138	-1.891948	1.938722	0
-1.881078	-1.568826	1.452091	-1.023647	-2.061392	-1.005269	1.463597	2.261123	-0.908058	1.781122	0.724636	-0.70318	-0.641179	-0.038069	0.800211	0.898068	-0.787029	-0.469289	1
0.628634	0.637419	1.452091	-0.075351	1.039618	0.766022	0.066431	0.257842	-0.125184	0.527388	-1.34164	-0.70318	-0.641179	-0.038069	-1.24967	0.898068	0.31789	0.529149	0
-0.789899	0.637419	-0.72193	-0.90511	-0.510887	-1.005269	1.463597	0.257842	-0.908058	-0.726345	-0.308502	-0.161692	-0.641179	-1.516929	0.800211	2.070171	-0.787029	-0.150898	0
1.501577	-1.568826	1.452091	-1.023647	-0.510887	0.766022	1.463597	0.257842	-0.125184	-0.726345	-0.308502	-0.70318	-0.641179	-0.038069	0.800211	0.898068	0.31789	0.507627	1
0.410398	-1.568826	-0.72193	0.043186	-0.510887	0.766022	1.463597	1.259482	-0.125184	-0.726345	-0.308502	-0.70318	-0.641179	1.440791	-1.24967	0.898068	0.31789	0.096715	0
-0.462545	-1.568826	1.452091	-0.075351	1.039618	-2.77656	0.066431	0.257842	1.440565	-0.726345	1.757774	-0.161692	-0.641179	0.701361	0.800211	0.898068	1.422809	1.011284	0
-1.662842	-1.568826	1.452091	0.043186	1.039618	0.766022	0.066431	0.257842	-0.908058	-0.726345	1.757774	-0.161692	-0.641179	0.701361	-1.24967	-0.274035	-0.787029	-0.406054	0
0.30128	0.637419	-0.72193	0.043186	-0.510887	-1.005269	-1.330735	-2.747079	-0.908058	-0.726345	-0.308502	0.379796	1.559626	-0.038069	-1.24967	-0.274035	-0.787029	-1.310195	0
1.719813	0.637419	1.452091	-1.142184	1.039618	-1.005269	-1.330735	-0.743798	-0.125184	1.781122	1.757774	-1.244669	-0.641179	-1.516929	0.800211	-0.274035	0.31789	0.05833	0
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Tourism Wellness Package Dataset

Dataset Description

This dataset contains customer information for predicting wellness tourism package purchases.

Dataset Structure

Total samples: 4,128
Features: 20 columns including customer demographics, travel preferences, and interaction data
Target variable: ProdTaken (binary: 0 = No purchase, 1 = Purchase)

Files

tourism.csv - Original dataset
train_data.csv - Preprocessed training data (3,302 samples)
test_data.csv - Preprocessed test data (826 samples)
scaler.pkl - StandardScaler object
label_encoders.pkl - Label encoders for categorical variables

Usage

Used for training ML models to predict customer purchase likelihood for wellness tourism packages.

Downloads last month: 7

Size of downloaded dataset files:

1.46 MB

Size of the auto-converted Parquet files:

102 kB

Number of rows:

4,128