Split (1)

train · 614 rows

Credit_History int64 0 1 ⌀	CoapplicantIncome float64 0 41.7k	Gender stringclasses 3 values	Self_Employed stringclasses 3 values	Loan_Status stringclasses 2 values	Education stringclasses 2 values	Dependents stringclasses 5 values	Loan_ID stringlengths 8 8	LoanAmount int64 9 700 ⌀	ApplicantIncome int64 150 81k	Married stringclasses 3 values	Property_Area stringclasses 3 values	Loan_Amount_Term int64 12 480 ⌀
0	0	Male	No	N	Not Graduate	2	LP002288	45	2,889	Yes	Urban	180
1	0	Male	No	N	Not Graduate	0	LP002296	65	2,755	No	Rural	300
1	20,000	Male	No	Y	Graduate	0	LP002297	103	2,500	No	Semiurban	360
1	0	Female	No	Y	Not Graduate	0	LP002300	53	1,963	No	Semiurban	360
1	0	Female	Yes	N	Graduate	0	LP002301	194	7,441	No	Rural	360
1	0	Female	No	Y	Graduate	0	LP002305	115	4,547	No	Semiurban	360
1	2,400	Male	No	Y	Not Graduate	0	LP002308	115	2,167	Yes	Urban	360
1	0	Female	No	Y	Not Graduate	0	LP002314	66	2,213	No	Rural	360
0	0	Male	No	N	Graduate	1	LP002315	152	8,300	Yes	Semiurban	300
0	0	Male	No	N	Graduate	3+	LP002317	360	81,000	Yes	Rural	360
1	0	Female	Yes	N	Not Graduate	1	LP002318	62	3,867	No	Semiurban	360
null	0	Male		Y	Graduate	0	LP002319	160	6,256	Yes	Urban	360
0	0	Male	No	N	Not Graduate	0	LP002328	218	6,096	Yes	Rural	360
1	2,033	Male	No	Y	Not Graduate	0	LP002332	110	2,253	Yes	Rural	360
0	3,237	Female	No	N	Not Graduate	0	LP002335	178	2,149	Yes	Semiurban	360
1	0	Female	No	Y	Graduate	0	LP002337	60	2,995	No	Urban	360
1	0	Female	No	N	Graduate	1	LP002341	160	2,600	No	Urban	360
1	20,000	Male	Yes	N	Graduate	2	LP002342	239	1,600	Yes	Urban	360
1	2,773	Male	No	Y	Graduate	0	LP002345	112	1,025	Yes	Rural	360
1	1,417	Male	No	Y	Graduate	0	LP002347	138	3,246	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	0	LP002348	138	5,829	Yes	Rural	360
0	0	Female	No	N	Not Graduate	0	LP002357	80	2,720	No	Urban	null
1	1,719	Male	No	Y	Graduate	0	LP002361	100	1,820	Yes	Urban	360
0	1,667	Male	No	N	Graduate	1	LP002362	110	7,250	Yes	Urban	null
1	0	Male	No	Y	Graduate	0	LP002364	96	14,880	Yes	Semiurban	360
1	4,300	Male	No	Y	Graduate	0	LP002366	121	2,666	Yes	Rural	360
1	0	Female	No	N	Not Graduate	1	LP002367	81	4,606	No	Rural	360
1	0	Male	No	Y	Graduate	2	LP002368	133	5,935	Yes	Semiurban	360
1	16.120001	Male	No	Y	Graduate	0	LP002369	87	2,920	Yes	Rural	360
1	0	Male	No	Y	Not Graduate	0	LP002370	60	2,717	No	Urban	180
1	0	Female	Yes	Y	Graduate	1	LP002377	150	8,624	No	Semiurban	360
0	0	Male	No	N	Graduate	0	LP002379	105	6,500	No	Rural	360
1	0	Male		Y	Graduate	0	LP002386	405	12,876	No	Semiurban	360
1	2,340	Male	No	Y	Graduate	0	LP002387	143	2,425	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	0	LP002390	100	3,750	No	Urban	360
1	0	Female	No	Y	Graduate		LP002393	null	10,047		Semiurban	240
1	1,851	Male	No	Y	Graduate	0	LP002398	50	1,926	No	Semiurban	360
1	1,125	Male	No	Y	Graduate	0	LP002401	null	2,213	Yes	Urban	360
0	0	Male	Yes	N	Graduate	0	LP002403	187	10,416	No	Urban	360
1	0	Female	Yes	Y	Not Graduate	0	LP002407	138	7,142	Yes	Rural	360
1	5,064	Male	No	Y	Graduate	0	LP002408	187	3,660	No	Semiurban	360
1	1,833	Male	No	Y	Graduate	0	LP002409	180	7,901	Yes	Rural	360
1	1,993	Male	No	Y	Not Graduate	3+	LP002418	148	4,707	No	Semiurban	360
1	0	Male	No	Y	Graduate	1	LP002422	152	37,719	No	Semiurban	360
null	8,333	Male	No	Y	Graduate	0	LP002424	175	7,333	Yes	Rural	300
1	1,210	Male	Yes	Y	Graduate	1	LP002429	130	3,466	Yes	Rural	360
1	0	Male	No	Y	Not Graduate	2	LP002434	110	4,652	Yes	Rural	360
1	1,376	Male		N	Graduate	0	LP002435	55	3,539	Yes	Rural	360
0	1,710	Male	No	N	Graduate	2	LP002443	150	3,340	Yes	Rural	360
null	1,542	Male	Yes	N	Not Graduate	1	LP002444	190	2,769	No	Semiurban	360
0	1,255	Male	No	N	Not Graduate	2	LP002446	125	2,309	Yes	Rural	360
null	1,456	Male	No	Y	Not Graduate	2	LP002447	60	1,958	Yes	Urban	300
0	1,733	Male	No	N	Graduate	0	LP002448	149	3,948	Yes	Rural	360
0	2,466	Male	No	Y	Graduate	0	LP002449	90	2,483	Yes	Rural	180
1	0	Male	Yes	Y	Graduate	0	LP002453	84	7,085	No	Semiurban	360
1	0	Male	No	Y	Graduate	2	LP002455	96	3,859	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	0	LP002459	118	4,301	Yes	Urban	360
1	2,569	Male	No	N	Graduate	0	LP002467	173	3,708	Yes	Urban	360
1	0	Male	No	Y	Graduate	2	LP002472	136	4,354	No	Rural	360
1	0	Male	No	N	Graduate	0	LP002473	160	8,334	Yes	Semiurban	360
null	4,083		Yes	Y	Graduate	0	LP002478	160	2,083	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	3+	LP002484	128	7,740	Yes	Urban	180
1	2,188	Male	No	Y	Graduate	0	LP002487	153	3,015	Yes	Rural	360
1	0	Female		Y	Not Graduate	1	LP002489	132	5,191	No	Semiurban	360
0	0	Male	No	N	Graduate	0	LP002493	98	4,166	No	Semiurban	360
1	0	Male	No	Y	Graduate	0	LP002494	140	6,000	No	Rural	360
0	1,664	Male	No	N	Not Graduate	3+	LP002500	70	2,947	Yes	Urban	180
1	0		No	Y	Graduate	0	LP002501	110	16,692	Yes	Semiurban	360
1	2,917	Female		Y	Not Graduate	2	LP002502	98	210	Yes	Semiurban	360
1	2,451	Male	No	N	Graduate	0	LP002505	110	4,333	Yes	Urban	360
1	2,079	Male	Yes	Y	Graduate	1	LP002515	162	3,450	Yes	Semiurban	360
0	1,500	Male	No	N	Not Graduate	1	LP002517	113	2,653	Yes	Rural	180
1	0	Male	No	Y	Graduate	3+	LP002519	100	4,691	Yes	Semiurban	360
null	0	Female	Yes	Y	Graduate	0	LP002522	93	2,500	No	Urban	360
1	4,648	Male	No	Y	Graduate	2	LP002524	162	5,532	No	Rural	360
1	1,014	Male	Yes	Y	Graduate	2	LP002527	150	16,525	Yes	Rural	360
1	1,750	Male	No	Y	Graduate	2	LP002529	230	6,700	Yes	Semiurban	300
0	1,872		No	N	Graduate	2	LP002530	132	2,873	Yes	Semiurban	360
1	2,250	Male	Yes	Y	Graduate	1	LP002531	86	16,667	Yes	Semiurban	360
1	1,603	Male	No	N	Graduate	2	LP002533	null	2,947	Yes	Urban	360
1	0	Female	No	Y	Not Graduate	0	LP002534	154	4,350	No	Rural	360
1	0	Male	No	Y	Not Graduate	3+	LP002536	113	3,095	Yes	Rural	360
1	3,150	Male	No	Y	Graduate	0	LP002537	128	2,083	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	0	LP002541	234	10,833	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	2	LP002543	246	8,333	Yes	Semiurban	360
1	2,436	Male	No	Y	Not Graduate	1	LP002544	131	1,958	Yes	Rural	360
0	0	Male	No	N	Graduate	2	LP002545	80	3,547	No	Rural	360
1	0	Male	No	N	Graduate	1	LP002547	500	18,333	Yes	Urban	360
1	2,083	Male	Yes	Y	Graduate	2	LP002555	160	4,583	Yes	Semiurban	360
1	0	Male	No	N	Graduate	0	LP002556	75	2,435	No	Urban	360
null	2,785	Male	No	Y	Not Graduate	0	LP002560	96	2,699	No	Semiurban	360
null	1,131	Male	No	Y	Not Graduate	1	LP002562	186	5,333	Yes	Urban	360
1	0	Male	No	Y	Not Graduate	0	LP002571	110	3,691	No	Rural	360
1	0	Female	Yes	Y	Not Graduate	0	LP002582	225	17,263	No	Semiurban	360
0	2,157	Male	No	N	Graduate	0	LP002585	119	3,597	Yes	Rural	360
1	913	Female	No	Y	Graduate	1	LP002586	105	3,326	Yes	Semiurban	84
1	1,700	Male	No	Y	Not Graduate	0	LP002587	107	2,600	Yes	Rural	360
null	2,857	Male	No	Y	Graduate	0	LP002588	111	4,625	Yes	Urban	12
1	0	Male	Yes	Y	Graduate	1	LP002600	95	2,895	Yes	Semiurban	360
0	4,416	Male	No	N	Graduate	0	LP002602	209	6,283	No	Rural	360

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