Datasets:

giulioappetito
/

churn_dataset_giulioappetito

Dataset card Viewer Files Files and versions Community

Split (2)

train · 404k rows

Tenure float64 -1.76 1.66	Support Calls float64 -1.22 1.97	Payment Delay float64 -1.6 1.95	Usage Frequency float64 -1.71 1.66	Total Spend float64 -2.12 1.55	Last Interaction float64 -1.58 1.79	Age_binned_(18.0, 25.0] float64 0 1	Age_binned_(25.0, 35.0] float64 0 1	Age_binned_(35.0, 50.0] float64 0 1	Age_binned_(50.0, 60.0] float64 0 1	Age_binned_(60.0, 70.0] float64 0 1	Contract Length_Annual float64 0 1	Contract Length_Monthly float64 0 1	Contract Length_Quarterly float64 0 1	Gender_Female float64 0 1	Gender_Male float64 0 1	Subscription Type_Basic float64 0 1	Subscription Type_Premium float64 0 1	Subscription Type_Standard float64 0 1	Churn int64 0 2
-0.369262	-0.904701	0.770281	1.540275	1.049657	1.32296	0	0	1	0	0	1	0	0	0	1	0	1	0	0
-1.587433	-0.266522	1.954054	-0.779863	0.442559	-0.303003	0	0	0	1	0	1	0	0	1	0	0	1	0	0
-0.13723	-0.585612	0.533526	-0.89587	1.455733	1.32296	1	0	0	0	0	0	0	1	0	1	0	1	0	0
0.500859	0.371656	-0.887002	-1.475904	-0.86145	0.974539	0	0	0	1	0	0	1	0	1	0	0	1	0	1
0.094802	-0.904701	0.888658	-1.24389	-1.326003	0.277698	1	0	0	0	0	1	0	0	0	1	0	1	0	1
-0.195238	0.690745	1.24379	-0.199829	-1.737581	-0.999844	0	0	0	1	0	0	1	0	0	1	0	1	0	1
-0.311254	-0.266522	0.770281	-0.199829	-0.451583	0.858399	0	0	1	0	0	0	0	1	0	1	0	1	0	0
0.094802	-0.904701	-0.295115	-0.779863	0.487548	-0.419143	1	0	0	0	0	1	0	0	1	0	1	0	0	0
-1.471417	-0.904701	-0.05836	-0.89587	0.333471	-1.115984	0	0	1	0	0	0	0	1	0	1	0	0	1	0
-0.485279	0.052567	1.835677	-0.083822	-0.771799	0.974539	0	0	1	0	0	0	0	1	1	0	0	0	1	1
1.603014	-0.585612	-1.597266	-0.199829	1.041099	1.4391	1	0	0	0	0	1	0	0	0	1	0	0	1	0
0.7909	-1.22379	-0.53187	0.844233	-0.252763	-1.580545	0	0	1	0	0	0	0	1	0	1	0	1	0	0
1.022932	-0.585612	0.651904	-0.315835	0.560735	1.090679	0	0	1	0	0	0	0	1	1	0	0	1	0	1
-0.021214	-0.904701	-1.242134	0.844233	1.039429	1.32296	1	0	0	0	0	1	0	0	0	1	0	1	0	0
0.500859	-0.904701	-1.597266	-1.011877	1.314371	-1.464405	1	0	0	0	0	1	0	0	0	1	0	0	1	0
1.428989	1.009834	1.24379	0.380206	1.534667	0.742259	0	1	0	0	0	0	1	0	1	0	0	1	0	1
-1.471417	-0.904701	-0.650247	-0.663856	0.695211	0.626119	0	0	0	0	1	0	1	0	0	1	1	0	0	1
0.732892	-1.22379	1.24379	-0.315835	0.642236	1.55524	0	0	0	0	1	1	0	0	0	1	0	1	0	1
-1.587433	1.648013	-1.360511	-0.663856	-1.403428	1.55524	0	0	1	0	0	0	0	1	0	1	0	0	1	0
-1.007352	-0.266522	-0.768624	-1.127884	-0.710674	1.55524	0	1	0	0	0	0	0	1	1	0	1	0	0	1
0.616876	1.009834	1.598922	-1.011877	0.299933	1.67138	0	0	1	0	0	0	0	1	0	1	0	1	0	1
0.384843	-0.585612	1.24379	0.728226	-0.087194	0.509978	1	0	0	0	0	1	0	0	0	1	0	1	0	1
-1.181376	1.648013	-1.242134	-0.199829	1.004913	-0.419143	0	0	0	0	1	1	0	0	0	1	1	0	0	1
1.138949	-0.585612	-0.650247	1.424268	0.351238	1.55524	1	0	0	0	0	1	0	0	0	1	0	1	0	0
-1.007352	-0.904701	-0.05836	-0.431842	1.519915	0.742259	1	0	0	0	0	1	0	0	0	1	1	0	0	0
0.094802	1.009834	1.598922	-1.591911	-0.482472	-0.070723	0	0	1	0	0	1	0	0	1	0	0	1	0	1
1.138949	1.648013	0.888658	-0.663856	1.469466	0.858399	1	0	0	0	0	1	0	0	1	0	0	1	0	1
1.370981	-0.266522	-0.295115	0.728226	-0.29661	-1.348265	0	0	1	0	0	0	0	1	1	0	0	0	1	0
-1.761457	0.052567	0.651904	-1.591911	0.405884	-0.535283	0	0	1	0	0	0	1	0	1	0	1	0	0	1
-0.891336	-0.904701	-0.295115	0.148192	0.644273	-0.767564	1	0	0	0	0	1	0	0	1	0	1	0	0	0
1.603014	0.690745	1.835677	0.380206	-0.347996	-0.186863	0	1	0	0	0	0	1	0	1	0	0	1	0	1
-0.369262	-0.266522	0.770281	-0.083822	1.194932	1.32296	0	0	1	0	0	1	0	0	0	1	0	1	0	0
-1.239384	-0.266522	0.060017	-0.199829	0.53763	-0.419143	0	1	0	0	0	0	0	1	1	0	0	1	0	0
-0.079222	0.690745	-0.650247	1.424268	0.450709	1.67138	1	0	0	0	0	1	0	0	0	1	0	1	0	1
1.370981	-0.266522	1.24379	1.192254	-0.304516	-0.303003	0	0	1	0	0	1	0	0	1	0	0	1	0	1
1.603014	-0.904701	0.296772	0.380206	-0.763201	0.045418	1	0	0	0	0	0	0	1	1	0	1	0	0	1
-0.079222	-1.22379	-0.53187	0.148192	-0.832925	-1.232124	0	0	1	0	0	1	0	0	0	1	1	0	0	1
-1.471417	-1.22379	-0.887002	1.424268	0.988817	-1.348265	1	0	0	0	0	1	0	0	0	1	0	1	0	0
1.661022	1.648013	-0.05836	0.844233	-0.372446	1.4391	0	1	0	0	0	1	0	0	0	1	1	0	0	1
-1.355401	1.009834	0.060017	1.656281	1.374518	-0.070723	0	0	0	0	1	0	1	0	0	1	0	1	0	1
0.674884	-0.585612	-0.05836	1.076247	0.745334	-1.580545	0	0	1	0	0	0	0	1	1	0	1	0	0	0
0.094802	-0.904701	0.178394	-0.89587	-0.14017	-0.419143	0	1	0	0	0	0	1	0	1	0	0	0	1	1
-0.021214	-1.22379	-0.768624	-1.475904	-0.167065	0.858399	0	0	1	0	0	1	0	0	0	1	1	0	0	0
1.486997	-0.585612	-1.123756	1.540275	0.147812	0.858399	0	0	1	0	0	1	0	0	0	1	0	0	1	0
0.7909	1.648013	1.835677	1.076247	0.727811	0.509978	0	1	0	0	0	1	0	0	1	0	0	1	0	1
1.254965	-0.585612	-0.05836	-1.591911	0.654053	0.626119	0	0	1	0	0	1	0	0	0	1	0	0	1	0
-0.659303	1.967102	-0.295115	0.496213	-0.16462	1.4391	0	0	0	0	1	1	0	0	0	1	0	0	1	1
0.036794	-0.904701	-1.005379	0.148192	0.497531	1.090679	0	0	1	0	0	1	0	0	0	1	0	0	1	0
1.138949	-1.22379	1.835677	-1.475904	1.074189	-0.186863	0	0	0	0	1	0	1	0	0	1	0	0	1	1
1.545005	1.648013	-0.768624	-0.431842	0.450709	0.393838	0	0	0	0	1	0	1	0	1	0	1	0	0	1
-0.079222	-0.585612	-1.597266	-0.779863	-0.163886	0.742259	0	0	1	0	0	0	0	1	0	1	0	1	0	0
-0.195238	-0.585612	0.415149	-1.475904	1.296441	-1.232124	0	0	1	0	0	1	0	0	1	0	0	1	0	0
1.196957	0.690745	0.415149	-1.707918	-1.56643	1.090679	0	0	1	0	0	1	0	0	0	1	0	1	0	1
-1.239384	-1.22379	-1.360511	0.844233	-0.402194	-1.232124	0	0	1	0	0	0	0	1	0	1	0	0	1	0
-0.369262	1.328923	-0.53187	-0.199829	0.699286	0.161558	1	0	0	0	0	1	0	0	0	1	0	0	1	0
-0.311254	-0.904701	1.954054	0.96024	1.534667	-0.070723	0	0	0	0	1	0	1	0	1	0	1	0	0	1
1.486997	0.690745	1.7173	-0.431842	-1.501229	-0.883704	0	1	0	0	0	0	0	1	0	1	0	1	0	1
0.906916	-0.266522	-0.176738	-0.663856	-0.971598	1.090679	0	0	1	0	0	0	0	1	1	0	0	1	0	1
-0.485279	1.328923	-0.176738	0.844233	-0.914425	-1.115984	0	0	1	0	0	1	0	0	1	0	1	0	0	1
1.370981	1.967102	-0.650247	1.076247	-0.535447	0.161558	0	1	0	0	0	1	0	0	0	1	0	0	1	1
1.196957	-0.585612	-0.05836	0.148192	1.262333	0.161558	1	0	0	0	0	1	0	0	0	1	0	0	1	0
-1.123368	-0.585612	-0.05836	-0.547849	1.452188	-0.303003	0	0	1	0	0	1	0	0	0	1	0	0	1	0
-1.297392	1.967102	-0.176738	-1.359897	1.461316	-0.767564	0	0	1	0	0	0	1	0	1	0	1	0	0	1
-0.253246	1.967102	0.770281	-1.24389	0.829687	-1.580545	0	1	0	0	0	1	0	0	0	1	0	1	0	1
1.428989	1.009834	-0.413492	1.192254	1.347215	0.509978	0	0	0	1	0	1	0	0	1	0	0	0	1	1