Datasets:

mhdiqbalpradipta
/

credit_card_customer

Dataset card Viewer Files Files and versions Community

Split (1)

train · 10.1k rows

CLIENTNUM int64 708M 828M	Attrition_Flag stringclasses 2 values	Customer_Age int64 26 73	Gender stringclasses 2 values	Dependent_count int64 0 5	Education_Level stringclasses 7 values	Marital_Status stringclasses 4 values	Income_Category stringclasses 6 values	Card_Category stringclasses 4 values	Months_on_book int64 13 56	Total_Relationship_Count int64 1 6	Months_Inactive_12_mon int64 0 6	Contacts_Count_12_mon int64 0 6	Credit_Limit float64 1.44k 34.5k	Total_Revolving_Bal int64 0 2.52k	Avg_Open_To_Buy float64 3 34.5k	Total_Amt_Chng_Q4_Q1 float64 0 3.4	Total_Trans_Amt int64 510 18.5k	Total_Trans_Ct int64 10 139	Total_Ct_Chng_Q4_Q1 float64 0 3.71	Avg_Utilization_Ratio float64 0 1	Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_1 float64 0 1	Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_2 float64 0 1
719,848,008	Existing Customer	39	M	2	Graduate	Unknown	$60K - $80K	Silver	36	4	2	2	29,808	0	29,808	0.669	16,098	128	0.684	0	0.000103	0.9999
718,372,458	Existing Customer	42	M	2	Graduate	Unknown	$40K - $60K	Blue	30	3	2	5	3,735	1,723	2,012	0.595	14,501	92	0.84	0.461	0.000565	0.99944
720,608,658	Existing Customer	33	F	1	Uneducated	Single	Less than $40K	Blue	36	5	3	3	8,398	1,875	6,523	0.727	16,706	123	0.757	0.223	0.000292	0.99971
717,185,658	Attrited Customer	51	M	1	High School	Married	$80K - $120K	Blue	36	4	3	4	22,754	0	22,754	0.799	8,531	77	0.791	0	0.99788	0.002118
715,474,083	Existing Customer	51	M	3	Graduate	Single	$60K - $80K	Silver	36	3	2	2	29,663	1,743	27,920	0.667	14,638	93	0.722	0.059	0.000107	0.99989
709,646,433	Attrited Customer	59	F	1	High School	Married	Less than $40K	Blue	50	1	4	3	5,043	743	4,300	0.805	10,170	66	0.784	0.147	0.99701	0.002988
717,494,358	Existing Customer	58	F	0	Graduate	Single	Less than $40K	Blue	48	2	2	5	4,299	1,334	2,965	0.66	15,068	123	0.685	0.31	0.000485	0.99952
713,924,283	Attrited Customer	61	M	0	Graduate	Single	$60K - $80K	Blue	54	2	1	4	11,859	1,644	10,215	0.866	8,930	79	0.837	0.139	0.99268	0.00732
714,471,183	Attrited Customer	47	M	4	Graduate	Divorced	$80K - $120K	Blue	39	4	3	4	17,504	476	17,028	0.892	10,468	66	0.737	0.027	0.99816	0.001844
780,613,758	Existing Customer	47	M	5	High School	Single	Less than $40K	Blue	35	4	3	5	4,165	0	4,165	0.813	17,093	111	0.82	0	0.000896	0.9991
718,225,683	Existing Customer	56	M	1	Graduate	Single	$80K - $120K	Silver	49	5	2	2	34,516	1,091	33,425	0.64	15,274	108	0.714	0.032	0.000097	0.9999
710,734,308	Existing Customer	49	M	1	Graduate	Single	$60K - $80K	Blue	40	6	3	3	6,481	1,569	4,912	0.692	15,937	119	0.803	0.242	0.000284	0.99972
708,564,858	Attrited Customer	33	M	2	College	Married	$120K +	Gold	20	2	1	4	34,516	0	34,516	1.004	9,338	73	0.622	0	0.99438	0.00562
713,733,633	Attrited Customer	27	M	0	High School	Divorced	$60K - $80K	Blue	36	2	3	2	13,303	2,517	10,786	0.929	10,219	85	0.809	0.189	0.99338	0.00662
720,841,533	Existing Customer	29	M	0	Graduate	Married	Less than $40K	Blue	15	3	1	5	4,700	0	4,700	0.617	14,723	96	0.655	0	0.000235	0.99977
712,210,458	Existing Customer	38	M	1	Uneducated	Single	$40K - $60K	Blue	36	2	3	2	5,639	1,558	4,081	0.614	16,628	109	0.946	0.276	0.000174	0.99983
714,109,308	Existing Customer	46	M	5	College	Single	$80K - $120K	Blue	36	1	2	3	13,187	2,241	10,946	0.689	15,354	112	0.931	0.17	0.000192	0.99981
712,503,408	Existing Customer	57	M	2	Graduate	Married	$80K - $120K	Blue	40	6	3	4	17,925	1,909	16,016	0.712	17,498	111	0.82	0.106	0.000516	0.99948
713,755,458	Attrited Customer	50	M	1	Unknown	Unknown	$80K - $120K	Blue	36	6	3	4	9,959	952	9,007	0.825	10,310	63	1.1	0.096	0.99813	0.001874
716,893,683	Attrited Customer	55	F	3	Uneducated	Single	Unknown	Blue	47	4	3	3	14,657	2,517	12,140	0.166	6,009	53	0.514	0.172	0.99691	0.003088
710,841,183	Existing Customer	54	M	1	High School	Single	$60K - $80K	Blue	34	5	2	0	13,940	2,109	11,831	0.66	15,577	114	0.754	0.151	0.000038	0.99996
713,899,383	Existing Customer	56	F	1	Graduate	Single	Less than $40K	Blue	50	4	1	4	3,688	606	3,082	0.57	14,596	120	0.791	0.164	0.000148	0.99985
772,366,833	Existing Customer	50	M	2	Graduate	Single	$40K - $60K	Blue	40	3	2	3	4,003	1,851	2,152	0.703	15,476	117	0.857	0.462	0.000191	0.99981
710,638,233	Attrited Customer	41	M	2	Unknown	Divorced	$40K - $60K	Blue	25	4	2	3	4,277	2,186	2,091	0.804	8,764	69	0.683	0.511	0.99527	0.004729
716,506,083	Attrited Customer	44	F	1	High School	Married	Less than $40K	Blue	36	5	3	4	5,409	0	5,409	0.819	10,291	60	0.818	0	0.99788	0.002118
717,406,983	Attrited Customer	30	M	2	Graduate	Unknown	$40K - $60K	Blue	36	4	3	3	5,281	0	5,281	0.535	8,395	62	0.722	0	0.99671	0.003294
714,337,233	Attrited Customer	43	F	2	Graduate	Married	Less than $40K	Silver	25	6	2	4	10,388	1,961	8,427	0.703	10,294	61	0.649	0.189	0.99662	0.003377