Datasets:

jason1966
/

ajay1735_hmeq-data

BAD int64	LOAN int64	MORTDUE float64	VALUE float64	REASON string	JOB string	YOJ float64	DEROG float64	DELINQ float64	CLAGE float64	NINQ float64	CLNO float64	DEBTINC float64
1	1,100	25,860	39,025	HomeImp	Other	10.5	0	0	94.366667	1	9	null
1	1,300	70,053	68,400	HomeImp	Other	7	0	2	121.833333	0	14	null
1	1,500	13,500	16,700	HomeImp	Other	4	0	0	149.466667	1	10	null
1	1,500	null	null	null	null	null	null	null	null	null	null	null
0	1,700	97,800	112,000	HomeImp	Office	3	0	0	93.333333	0	14	null
1	1,700	30,548	40,320	HomeImp	Other	9	0	0	101.466002	1	8	37.113614
1	1,800	48,649	57,037	HomeImp	Other	5	3	2	77.1	1	17	null
1	1,800	28,502	43,034	HomeImp	Other	11	0	0	88.76603	0	8	36.884894
1	2,000	32,700	46,740	HomeImp	Other	3	0	2	216.933333	1	12	null
1	2,000	null	62,250	HomeImp	Sales	16	0	0	115.8	0	13	null
1	2,000	22,608	null	null	null	18	null	null	null	null	null	null
1	2,000	20,627	29,800	HomeImp	Office	11	0	1	122.533333	1	9	null
1	2,000	45,000	55,000	HomeImp	Other	3	0	0	86.066667	2	25	null
0	2,000	64,536	87,400	null	Mgr	2.5	0	0	147.133333	0	24	null
1	2,100	71,000	83,850	HomeImp	Other	8	0	1	123	0	16	null
1	2,200	24,280	34,687	HomeImp	Other	null	0	1	300.866667	0	8	null
1	2,200	90,957	102,600	HomeImp	Mgr	7	2	6	122.9	1	22	null
1	2,200	23,030	null	null	null	19	null	null	null	null	null	3.711312
1	2,300	28,192	40,150	HomeImp	Other	4.5	0	0	54.6	1	16	null
0	2,300	102,370	120,953	HomeImp	Office	2	0	0	90.992533	0	13	31.588503
1	2,300	37,626	46,200	HomeImp	Other	3	0	1	122.266667	1	14	null
1	2,400	50,000	73,395	HomeImp	ProfExe	5	1	0	null	1	0	null
1	2,400	28,000	40,800	HomeImp	Mgr	12	0	0	67.2	2	22	null
1	2,400	18,000	null	HomeImp	Mgr	22	null	2	121.733333	0	10	null
1	2,400	null	17,180	HomeImp	Other	null	0	0	14.566667	3	4	null
1	2,400	34,863	47,471	HomeImp	Mgr	12	0	0	70.49108	1	21	38.263601
0	2,400	98,449	117,195	HomeImp	Office	4	0	0	93.811775	0	13	29.681827
1	2,500	15,000	20,200	HomeImp	null	18	0	0	136.066667	1	19	null
1	2,500	25,116	36,350	HomeImp	Other	10	1	2	276.966667	0	9	null
0	2,500	7,229	44,516	HomeImp	Self	null	0	0	208	0	12	null
0	2,500	71,408	78,600	HomeImp	ProfExe	8	0	0	255.733333	0	12	null
1	2,800	50,795	63,100	HomeImp	Self	26	2	15	145.633333	3	45	null
1	2,800	4,000	60,850	HomeImp	Other	16	4	0	112.633333	2	9	null
1	2,900	78,600	113,000	DebtCon	ProfExe	6	1	0	165.333333	2	26	null
0	2,900	103,949	112,505	HomeImp	Office	1	0	0	96.10233	0	13	30.051136
0	2,900	104,373	120,702	HomeImp	Office	2	0	0	101.540298	0	13	29.915859
1	2,900	7,750	67,996	HomeImp	Other	16	3	0	122.204663	2	8	36.211348
1	2,900	61,962	70,915	DebtCon	Mgr	2	0	0	282.801659	3	37	49.206396
0	3,000	104,570	121,729	HomeImp	Office	2	0	0	85.884372	0	14	32.059783
1	3,000	7,000	20,300	HomeImp	Other	3	0	0	50.8	5	9	null
1	3,000	null	8,800	HomeImp	Other	2	0	1	77.766667	0	3	null
1	3,000	null	33,000	HomeImp	Other	1	0	1	23.3	1	2	null
1	3,000	119,826	193,500	HomeImp	Other	8	0	0	130.033358	0	27	null
1	3,000	20,000	29,750	DebtCon	Other	2	0	0	187.066667	0	12	null
1	3,000	null	14,500	HomeImp	Other	3	0	0	9.3	14	2	null
1	3,000	null	14,100	HomeImp	Other	1	0	0	104.2	0	19	null
1	3,000	47,000	82,700	HomeImp	ProfExe	10	0	1	262.166667	5	26	null
1	3,000	34,542	45,900	HomeImp	Mgr	8.5	0	2	62.366667	0	10	null
0	3,000	58,000	71,500	HomeImp	Mgr	10	null	2	211.933333	0	25	null
0	3,000	47,000	56,400	HomeImp	Office	21	0	0	201.866667	0	20	null
1	3,100	39,589	36,100	HomeImp	Other	1.5	0	0	153.166667	1	14	null
0	3,100	null	70,400	null	null	null	null	null	null	null	null	null
0	3,200	67,848	74,566	HomeImp	Mgr	10	null	1	206.426602	0	25	40.115677
1	3,200	48,603	61,000	HomeImp	ProfExe	28	0	4	122.033333	1	25	null
1	3,200	27,200	40,834	HomeImp	Other	null	0	0	298.131564	0	7	35.553539
1	3,200	54,000	64,850	HomeImp	Other	1	0	0	121.866667	3	21	null
0	3,200	74,864	87,266	HomeImp	ProfExe	7	0	0	250.631269	0	12	42.909997
1	3,200	23,159	null	HomeImp	Mgr	20	null	2	117.805748	0	9	0.524499
1	3,300	126,541	134,527	HomeImp	Sales	9	1	0	139	0	36	null
1	3,300	130,518	164,317	DebtCon	Other	9	0	6	192.289149	0	33	35.730559
1	3,400	37,000	52,000	HomeImp	Office	2	0	1	183.299916	0	6	null
1	3,500	23,200	38,666	HomeImp	Other	11	0	0	162.366667	0	14	null
1	3,500	19,400	20,494	HomeImp	Other	5	0	0	95.933333	0	9	null
1	3,600	61,584	61,800	HomeImp	ProfExe	10	null	null	null	null	null	null
1	3,600	41,900	52,490	HomeImp	Mgr	3	0	0	72.033333	2	4	null
0	3,600	83,700	111,800	HomeImp	ProfExe	6	0	0	192.733333	1	28	null
0	3,600	61,327	76,484	HomeImp	Mgr	9	null	2	202.510775	0	25	41.51639
0	3,600	100,693	114,743	HomeImp	Office	6	0	0	88.470452	0	14	29.393543
1	3,600	48,507	61,000	DebtCon	Office	13	1	4	97.4	0	17	null
0	3,600	52,337	63,989	HomeImp	Office	20	0	0	204.272499	0	20	20.470916
1	3,700	17,857	21,144	HomeImp	Other	5	0	0	129.717323	1	9	26.634348
1	3,800	19,135	97,692	HomeImp	Mgr	1.6	1	6	252.633333	1	25	null
0	3,800	51,180	63,459	HomeImp	Office	20	0	0	203.751534	0	20	20.067042
0	3,800	null	73,189	null	null	null	null	null	null	null	null	22.253949
0	3,800	11,543	46,045	HomeImp	Self	null	0	0	204.647992	0	11	42.173166
1	3,900	29,896	45,960	HomeImp	Other	11	0	0	146.123242	0	14	24.478881
1	3,900	14,500	22,092	HomeImp	Other	3.5	0	1	150.3	5	8	null
0	3,900	52,825	63,000	DebtCon	ProfExe	8	0	4	171.666667	1	31	null
0	3,900	102,143	118,742	HomeImp	Office	2	0	0	85.277366	0	13	29.343921
1	3,900	21,200	39,000	DebtCon	Mgr	4	0	1	86.566667	2	14	null
0	4,000	105,164	112,774	HomeImp	Office	1	0	0	94.724874	0	13	29.390928
0	4,000	54,543	61,777	HomeImp	Office	21	0	0	205.58668	0	19	21.806563
1	4,000	null	80,609	HomeImp	Other	1.5	0	2	126.533333	3	12	null
1	4,000	26,572	31,960	HomeImp	Office	11	0	0	117.795104	0	8	41.286492
1	4,000	17,000	52,012	HomeImp	ProfExe	22	3	1	85.333333	1	9	null
1	4,000	29,562	37,200	DebtCon	Other	6	0	0	92.133333	1	26	null
1	4,000	41,700	76,725	HomeImp	Other	0.5	0	3	136.133333	0	15	null
1	4,000	58,000	69,440	HomeImp	Other	3.5	0	1	168.666667	0	18	null
1	4,000	5,700	18,000	DebtCon	Other	null	0	0	12.2	0	17	null
1	4,000	45,000	58,350	HomeImp	Mgr	3.5	0	0	162	3	16	null
1	4,000	7,000	16,020	HomeImp	Other	18	0	1	85.8	2	23	null
0	4,000	66,000	79,050	HomeImp	Other	1.8	2	0	279	1	6	null
0	4,000	null	45,760	HomeImp	null	0	0	0	null	0	0	null
0	4,000	62,000	78,000	HomeImp	Other	4	0	0	109.566667	0	15	null
0	4,000	64,240	63,990	HomeImp	Sales	5	2	0	160.3	1	23	null
1	4,000	74,000	93,000	HomeImp	ProfExe	2.6	1	3	186.633333	null	9	null
1	4,000	55,000	59,000	DebtCon	Other	12	2	0	146.1	0	22	null
0	4,000	67,625	80,698	HomeImp	Mgr	11	null	1	212.349304	0	25	39.128718
0	4,000	67,533	71,865	HomeImp	Mgr	10	null	2	227.792988	0	25	39.166329
1	4,100	null	19,132	HomeImp	Other	0	0	0	100.774652	0	19	33.84092

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HMEQ_Data

Predict clients who default on their loan

Dataset Info

Source: Kaggle
Original Size: 0.14 MB
Kaggle Downloads: 9,573
Files: 1

Files

hmeq.csv

Mirrored from Kaggle

Downloads last month: 14

Size of downloaded dataset files:

403 kB

Size of the auto-converted Parquet files:

218 kB

Number of rows:

5,960