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moaminsharifi
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Churn_Modelling

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train · 10k rows

RowNumber int64 1 10k	CustomerId int64 15.6M 15.8M	Surname stringlengths 2 23	CreditScore int64 350 850	Geography stringclasses 3 values	Gender stringclasses 2 values	Age int64 18 92	Tenure int64 0 10	Balance float64 0 251k	NumOfProducts int64 1 4	HasCrCard int64 0 1	IsActiveMember int64 0 1	EstimatedSalary float64 11.6 200k	Exited int64 0 1
9,901	15,645,896	Duncan	646	Germany	Male	39	6	121,681.91	2	0	1	61,793.47	0
9,902	15,802,909	Hu	706	Germany	Female	56	3	139,603.22	1	1	1	86,383.61	0
9,903	15,797,665	Docherty	730	France	Female	27	7	0	2	1	0	144,099.48	0
9,904	15,778,959	Brookes	606	France	Female	36	10	0	2	0	1	155,641.46	0
9,905	15,722,532	Angelo	690	Spain	Female	36	10	91,760.11	1	1	1	135,784.94	0
9,906	15,784,124	Emenike	645	Germany	Male	41	2	93,925.3	1	1	0	123,982.14	1
9,907	15,776,518	Pugh	579	France	Female	38	4	175,739.36	1	1	1	193,130.55	0
9,908	15,611,247	McKenzie	481	France	Female	28	10	0	2	1	0	145,215.96	0
9,909	15,721,469	Mach	492	Germany	Male	45	9	170,295.04	2	0	0	164,741.81	0
9,910	15,773,338	Endrizzi	739	France	Male	58	2	101,579.28	1	1	1	72,168.53	0
9,911	15,784,042	L?	624	France	Male	55	7	118,793.6	1	1	1	95,022.02	1
9,912	15,776,229	MacPherson	682	France	Male	44	3	115,282.3	1	0	0	23,766.4	0
9,913	15,655,903	Michael	701	Spain	Female	34	6	107,980.37	1	1	1	119,374.74	0
9,914	15,590,177	Chiedozie	718	France	Female	44	1	133,866.22	1	0	1	139,049.24	0
9,915	15,568,876	Hughes	496	France	Female	34	1	102,723.35	2	1	0	180,844.81	0
9,916	15,813,140	Taylor	543	Spain	Male	41	5	0	2	0	1	143,980.29	0
9,917	15,770,516	Evdokimov	616	Spain	Female	44	7	193,213.02	2	1	1	137,392.77	0
9,918	15,755,731	Davis	635	Germany	Male	53	8	117,005.55	1	0	1	123,646.57	1
9,919	15,574,480	Ubanwa	652	Spain	Male	31	1	132,862.59	1	0	0	158,054.49	0
9,920	15,798,084	Murray	688	France	Male	26	0	0	2	1	0	105,784.85	0
9,921	15,673,020	Smith	678	France	Female	49	3	204,510.94	1	0	1	738.88	1
9,922	15,643,575	Evseev	757	Germany	Male	36	1	65,349.71	1	0	0	64,539.64	0
9,923	15,596,811	Mitchell	667	France	Male	36	8	139,753.35	1	1	0	79,871.16	0
9,924	15,786,789	Ni	725	France	Female	29	6	0	2	1	1	190,776.83	0
9,925	15,578,865	Palerma	632	Germany	Female	50	5	107,959.39	1	1	1	6,985.34	1
9,926	15,605,672	Yuan	694	France	Female	38	5	195,926.39	1	1	1	85,522.84	0
9,927	15,603,674	Knight	803	France	Male	36	1	0	2	1	1	149,370.93	0
9,928	15,759,915	Rapuokwu	814	France	Female	31	6	87,772.52	1	1	0	188,516.45	0
9,929	15,686,219	Wan	611	France	Male	38	4	71,018.6	2	1	0	2,444.29	0
9,930	15,696,388	Artamonova	755	Germany	Male	38	4	111,096.91	1	1	1	19,762.88	0
9,931	15,713,604	Rossi	425	Germany	Male	40	9	166,776.6	2	0	1	172,646.88	0
9,932	15,647,800	Greco	850	France	Female	34	6	101,266.51	1	1	0	33,501.98	0
9,933	15,813,451	Fleetwood-Smith	677	Spain	Male	18	8	134,796.87	2	1	1	114,858.9	0
9,934	15,765,375	Butusov	797	France	Female	46	8	0	1	0	0	162,668.33	0
9,935	15,774,586	West	692	Germany	Female	43	10	118,588.83	1	1	1	161,241.65	1
9,936	15,603,454	Sanders	735	Germany	Male	28	5	160,454.15	2	0	1	114,957.22	0
9,937	15,653,037	Parks	609	France	Male	77	1	0	1	0	1	18,708.76	0
9,938	15,782,475	Edith	700	France	Female	42	8	0	2	1	1	105,305.72	0
9,939	15,593,496	Korovin	526	Spain	Female	36	5	91,132.18	1	0	0	58,111.71	0
9,940	15,808,971	Lajoie	693	Spain	Female	57	9	0	2	1	1	135,502.77	0
9,941	15,791,972	Bergamaschi	748	France	Female	20	7	0	2	0	0	10,792.42	0
9,942	15,676,869	T'ien	657	Spain	Male	36	8	0	2	0	1	123,866.43	0
9,943	15,683,007	Torode	739	Germany	Female	25	5	113,113.12	1	1	0	129,181.27	0
9,944	15,659,495	Fu	784	Spain	Male	23	2	0	1	1	1	6,847.73	0
9,945	15,703,923	Cameron	744	Germany	Male	41	7	190,409.34	2	1	1	138,361.48	0
9,946	15,674,000	Cattaneo	645	France	Male	44	10	0	2	0	1	166,707.22	0
9,947	15,618,171	James	669	France	Female	33	9	0	2	0	1	107,221.03	0
9,948	15,732,202	Abramovich	615	France	Male	34	1	83,503.11	2	1	1	73,124.53	1
9,949	15,735,078	Onwughara	724	Germany	Female	53	1	139,687.66	2	1	1	12,913.92	0
9,950	15,798,615	Wan	850	France	Female	47	9	137,301.87	1	1	0	44,351.77	0
9,951	15,638,494	Salinas	625	Germany	Female	39	10	129,845.26	1	1	1	96,444.88	0
9,952	15,763,874	Ho	635	Spain	Male	46	8	0	2	1	1	60,739.16	0
9,953	15,696,355	Cleveland	724	Germany	Male	37	6	125,489.4	1	1	0	118,570.53	0
9,954	15,655,952	Burke	550	France	Male	47	2	0	2	1	1	97,057.28	0
9,955	15,739,850	Trentino	645	France	Male	45	6	155,417.61	1	0	1	3,449.22	0
9,956	15,611,338	Kashiwagi	714	Spain	Male	29	4	0	2	1	1	37,605.9	0
9,957	15,707,861	Nucci	520	France	Female	46	10	85,216.61	1	1	0	117,369.52	1
9,958	15,672,237	Oluchi	633	France	Male	25	1	0	1	1	0	100,598.98	0
9,959	15,657,771	Ts'ui	537	France	Male	37	6	0	1	1	1	17,802.42	0
9,960	15,677,783	Graham	764	Spain	Male	38	4	113,607.47	1	1	0	91,094.46	0
9,961	15,681,026	Lucciano	795	Germany	Female	33	9	104,552.72	1	1	1	120,853.83	1
9,962	15,566,543	Aldridge	573	Spain	Male	44	9	0	2	1	0	107,124.17	0
9,963	15,594,612	Flynn	702	Spain	Male	44	9	0	1	0	0	59,207.41	1
9,964	15,814,664	Scott	740	Germany	Male	33	2	126,524.11	1	1	0	136,869.31	0
9,965	15,642,785	Douglas	479	France	Male	34	5	117,593.48	2	0	0	113,308.29	0
9,966	15,690,164	Shao	627	Germany	Female	33	4	83,199.05	1	0	0	159,334.93	0
9,967	15,590,213	Ch'en	479	Spain	Male	35	4	125,920.98	1	1	1	20,393.44	0
9,968	15,603,794	Pugliesi	623	France	Male	48	5	118,469.38	1	1	1	158,590.25	0
9,969	15,733,491	McGregor	512	Germany	Female	40	8	153,537.57	2	0	0	23,101.13	0
9,970	15,806,360	Hou	609	France	Male	41	6	0	1	0	1	112,585.19	0
9,971	15,587,133	Thompson	518	France	Male	42	7	151,027.05	2	1	0	119,377.36	0
9,972	15,721,377	Chou	833	France	Female	34	3	144,751.81	1	0	0	166,472.81	0
9,973	15,747,927	Ch'in	758	France	Male	26	4	155,739.76	1	1	0	171,552.02	0
9,974	15,806,455	Miller	611	France	Male	27	7	0	2	1	1	157,474.1	0
9,975	15,695,474	Barker	583	France	Male	33	7	122,531.86	1	1	0	13,549.24	0
9,976	15,666,295	Smith	610	Germany	Male	50	1	113,957.01	2	1	0	196,526.55	1
9,977	15,656,062	Azikiwe	637	France	Female	33	7	103,377.81	1	1	0	84,419.78	0
9,978	15,579,969	Mancini	683	France	Female	32	9	0	2	1	1	24,991.92	0
9,979	15,703,563	P'eng	774	France	Male	40	9	93,017.47	2	1	0	191,608.97	0
9,980	15,692,664	Diribe	677	France	Female	58	1	90,022.85	1	0	1	2,988.28	0
9,981	15,719,276	T'ao	741	Spain	Male	35	6	74,371.49	1	0	0	99,595.67	0
9,982	15,672,754	Burbidge	498	Germany	Male	42	3	152,039.7	1	1	1	53,445.17	1
9,983	15,768,163	Griffin	655	Germany	Female	46	7	137,145.12	1	1	0	115,146.4	1
9,984	15,656,710	Cocci	613	France	Male	40	4	0	1	0	0	151,325.24	0
9,985	15,696,175	Echezonachukwu	602	Germany	Male	35	7	90,602.42	2	1	1	51,695.41	0
9,986	15,586,914	Nepean	659	France	Male	36	6	123,841.49	2	1	0	96,833	0
9,987	15,581,736	Bartlett	673	Germany	Male	47	1	183,579.54	2	0	1	34,047.54	0
9,988	15,588,839	Mancini	606	Spain	Male	30	8	180,307.73	2	1	1	1,914.41	0
9,989	15,589,329	Pirozzi	775	France	Male	30	4	0	2	1	0	49,337.84	0
9,990	15,605,622	McMillan	841	Spain	Male	28	4	0	2	1	1	179,436.6	0
9,991	15,798,964	Nkemakonam	714	Germany	Male	33	3	35,016.6	1	1	0	53,667.08	0
9,992	15,769,959	Ajuluchukwu	597	France	Female	53	4	88,381.21	1	1	0	69,384.71	1
9,993	15,657,105	Chukwualuka	726	Spain	Male	36	2	0	1	1	0	195,192.4	0
9,994	15,569,266	Rahman	644	France	Male	28	7	155,060.41	1	1	0	29,179.52	0
9,995	15,719,294	Wood	800	France	Female	29	2	0	2	0	0	167,773.55	0
9,996	15,606,229	Obijiaku	771	France	Male	39	5	0	2	1	0	96,270.64	0
9,997	15,569,892	Johnstone	516	France	Male	35	10	57,369.61	1	1	1	101,699.77	0
9,998	15,584,532	Liu	709	France	Female	36	7	0	1	0	1	42,085.58	1
9,999	15,682,355	Sabbatini	772	Germany	Male	42	3	75,075.31	2	1	0	92,888.52	1
10,000	15,628,319	Walker	792	France	Female	28	4	130,142.79	1	1	0	38,190.78	0