Datasets:

SinghShweta
/

loan

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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 ⌀
1	0	Male	No	Y	Graduate	0	LP001002	null	5,849	No	Urban	360
1	1,508	Male	No	N	Graduate	1	LP001003	128	4,583	Yes	Rural	360
1	0	Male	Yes	Y	Graduate	0	LP001005	66	3,000	Yes	Urban	360
1	2,358	Male	No	Y	Not Graduate	0	LP001006	120	2,583	Yes	Urban	360
1	0	Male	No	Y	Graduate	0	LP001008	141	6,000	No	Urban	360
1	4,196	Male	Yes	Y	Graduate	2	LP001011	267	5,417	Yes	Urban	360
1	1,516	Male	No	Y	Not Graduate	0	LP001013	95	2,333	Yes	Urban	360
0	2,504	Male	No	N	Graduate	3+	LP001014	158	3,036	Yes	Semiurban	360
1	1,526	Male	No	Y	Graduate	2	LP001018	168	4,006	Yes	Urban	360
1	10,968	Male	No	N	Graduate	1	LP001020	349	12,841	Yes	Semiurban	360
1	700	Male	No	Y	Graduate	2	LP001024	70	3,200	Yes	Urban	360
1	1,840	Male		Y	Graduate	2	LP001027	109	2,500	Yes	Urban	360
1	8,106	Male	No	Y	Graduate	2	LP001028	200	3,073	Yes	Urban	360
1	2,840	Male	No	N	Graduate	0	LP001029	114	1,853	No	Rural	360
1	1,086	Male	No	Y	Graduate	2	LP001030	17	1,299	Yes	Urban	120
1	0	Male	No	Y	Graduate	0	LP001032	125	4,950	No	Urban	360
null	0	Male	No	Y	Not Graduate	1	LP001034	100	3,596	No	Urban	240
0	0	Female	No	N	Graduate	0	LP001036	76	3,510	No	Urban	360
1	0	Male	No	N	Not Graduate	0	LP001038	133	4,887	Yes	Rural	360
1	3,500	Male		Y	Graduate	0	LP001041	115	2,600	Yes	Urban	null
0	0	Male	No	N	Not Graduate	0	LP001043	104	7,660	Yes	Urban	360
1	5,625	Male	No	Y	Graduate	1	LP001046	315	5,955	Yes	Urban	360
0	1,911	Male	No	N	Not Graduate	0	LP001047	116	2,600	Yes	Semiurban	360
0	1,917		No	N	Not Graduate	2	LP001050	112	3,365	Yes	Rural	360
null	2,925	Male		N	Graduate	1	LP001052	151	3,717	Yes	Semiurban	360
1	0	Male	Yes	Y	Graduate	0	LP001066	191	9,560	Yes	Semiurban	360
1	2,253	Male	No	Y	Graduate	0	LP001068	122	2,799	Yes	Semiurban	360
1	1,040	Male	No	Y	Not Graduate	2	LP001073	110	4,226	Yes	Urban	360
1	0	Male	No	N	Not Graduate	0	LP001086	35	1,442	No	Urban	360
1	2,083	Female		Y	Graduate	2	LP001087	120	3,750	No	Semiurban	360
null	3,369	Male		N	Graduate	1	LP001091	201	4,166	Yes	Urban	360
1	0	Male	No	N	Graduate	0	LP001095	74	3,167	No	Urban	360
1	0	Male	Yes	N	Graduate	1	LP001097	106	4,692	No	Rural	360
1	1,667	Male	No	Y	Graduate	0	LP001098	114	3,500	Yes	Semiurban	360
1	3,000	Male	No	N	Graduate	3+	LP001100	320	12,500	No	Rural	360
1	2,067	Male	No	Y	Graduate	0	LP001106	null	2,275	Yes	Urban	360
0	1,330	Male	No	N	Graduate	0	LP001109	100	1,828	Yes	Urban	null
1	1,459	Female	No	Y	Graduate	0	LP001112	144	3,667	Yes	Semiurban	360
1	7,210	Male	No	Y	Graduate	0	LP001114	184	4,166	No	Urban	360
1	1,668	Male	No	Y	Not Graduate	0	LP001116	110	3,748	No	Semiurban	360
1	0	Male	No	N	Graduate	0	LP001119	80	3,600	No	Urban	360
1	1,213	Male	No	Y	Graduate	0	LP001120	47	1,800	No	Urban	360
null	0	Male	No	Y	Graduate	0	LP001123	75	2,400	Yes	Urban	360
1	2,336	Male	No	Y	Graduate	0	LP001131	134	3,941	Yes	Semiurban	360
1	0	Male	Yes	Y	Not Graduate	0	LP001136	96	4,695	Yes	Urban	null
1	0	Female	No	Y	Graduate	0	LP001137	88	3,410	No	Urban	null
1	0	Male	No	Y	Graduate	1	LP001138	44	5,649	Yes	Urban	360
1	0	Male	No	Y	Graduate	0	LP001144	144	5,821	Yes	Urban	360
0	3,440	Female	No	N	Graduate	0	LP001146	120	2,645	Yes	Urban	360
1	2,275	Female	No	Y	Graduate	0	LP001151	144	4,000	No	Semiurban	360
1	1,644	Female	No	Y	Not Graduate	0	LP001155	100	1,928	Yes	Semiurban	360
1	0	Female	No	Y	Graduate	0	LP001157	120	3,086	No	Semiurban	360
1	0	Female	No	N	Graduate	0	LP001164	112	4,230	No	Semiurban	360
1	0	Male	No	N	Graduate	2	LP001179	134	4,616	Yes	Urban	360
0	0	Female	Yes	N	Graduate	1	LP001186	286	11,500	Yes	Urban	360
1	1,167	Male	No	Y	Graduate	2	LP001194	97	2,708	Yes	Semiurban	360
1	1,591	Male	No	Y	Graduate	0	LP001195	96	2,132	Yes	Semiurban	360
1	2,200	Male	No	N	Graduate	0	LP001197	135	3,366	Yes	Rural	360
1	2,250	Male	No	Y	Graduate	1	LP001198	180	8,080	Yes	Urban	360
1	2,859	Male	No	Y	Not Graduate	2	LP001199	144	3,357	Yes	Urban	360
1	3,796	Male	No	Y	Graduate	0	LP001205	120	2,500	Yes	Urban	360
1	0	Male	No	Y	Graduate	3+	LP001206	99	3,029	Yes	Urban	360
0	3,449	Male	Yes	N	Not Graduate	0	LP001207	165	2,609	Yes	Rural	180
0	0	Male	No	N	Graduate	1	LP001213	null	4,945	Yes	Rural	360
0	0	Female	No	N	Graduate	0	LP001222	116	4,166	No	Semiurban	360
1	4,595	Male	No	N	Graduate	0	LP001225	258	5,726	Yes	Semiurban	360
0	2,254	Male	No	N	Not Graduate	0	LP001228	126	3,200	No	Urban	180
1	0	Male	No	Y	Graduate	1	LP001233	312	10,750	Yes	Urban	360
1	0	Male	Yes	Y	Not Graduate	3+	LP001238	125	7,100	Yes	Urban	60
0	0	Female	No	N	Graduate	0	LP001241	136	4,300	No	Semiurban	360
1	3,066	Male	No	Y	Graduate	0	LP001243	172	3,208	Yes	Urban	360
1	1,875	Male	Yes	Y	Not Graduate	2	LP001245	97	1,875	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	0	LP001248	81	3,500	No	Semiurban	300
0	0	Male	No	N	Not Graduate	3+	LP001250	95	4,755	Yes	Semiurban	null
1	1,774	Male	Yes	Y	Graduate	3+	LP001253	187	5,266	Yes	Semiurban	360
1	0	Male	No	N	Graduate	0	LP001255	113	3,750	No	Urban	480
1	4,750	Male	No	N	Graduate	0	LP001256	176	3,750	No	Urban	360
1	3,022	Male	Yes	N	Graduate	1	LP001259	110	1,000	Yes	Urban	360
0	4,000	Male	No	N	Graduate	3+	LP001263	180	3,167	Yes	Semiurban	300
null	2,166	Male	Yes	Y	Not Graduate	3+	LP001264	130	3,333	Yes	Semiurban	360
1	0	Female	No	Y	Graduate	0	LP001265	111	3,846	No	Semiurban	360
1	0	Male	Yes	Y	Graduate	1	LP001266	null	2,395	Yes	Semiurban	360
1	1,881	Female	No	N	Graduate	2	LP001267	167	1,378	Yes	Urban	360
null	2,250	Male	No	N	Graduate	0	LP001273	265	6,000	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	1	LP001275	50	3,988	Yes	Urban	240
1	2,531	Male	No	Y	Graduate	0	LP001279	136	2,366	No	Semiurban	360
null	2,000	Male	No	Y	Not Graduate	2	LP001280	99	3,333	Yes	Semiurban	360
1	2,118	Male	No	Y	Graduate	0	LP001282	104	2,500	Yes	Semiurban	360
1	0	Male	No	Y	Graduate	0	LP001289	210	8,566	No	Urban	360
1	4,167	Male	No	Y	Graduate	0	LP001310	175	5,695	Yes	Semiurban	360
1	2,900	Male	No	Y	Graduate	0	LP001316	131	2,958	Yes	Semiurban	360
1	5,654	Male	No	Y	Graduate	2	LP001318	188	6,250	Yes	Semiurban	180
1	1,820	Male	No	Y	Not Graduate	2	LP001319	81	3,273	Yes	Urban	360
1	0	Male	No	Y	Graduate	0	LP001322	122	4,133	No	Semiurban	360
1	0	Male	No	Y	Not Graduate	0	LP001325	25	3,620	No	Semiurban	120
null	0	Male		N	Graduate	0	LP001326	null	6,782	No	Urban	360
1	2,302	Female	No	Y	Graduate	0	LP001327	137	2,484	Yes	Semiurban	360
1	997	Male	No	Y	Graduate	0	LP001333	50	1,977	Yes	Semiurban	360
1	0	Male	No	Y	Not Graduate	0	LP001334	115	4,188	Yes	Semiurban	180
1	3,541	Male	No	Y	Graduate	0	LP001343	131	1,759	Yes	Semiurban	360