Split (1)

train · 15k rows

Age int64 18 69	Gender stringclasses 3 values	Education Level stringclasses 4 values	Marital Status stringclasses 4 values	Income float64 20k 120k ⌀	Credit Score float64 600 799 ⌀	Loan Amount float64 5k 50k ⌀	Loan Purpose stringclasses 4 values	Employment Status stringclasses 3 values	Years at Current Job int64 0 19	Payment History stringclasses 4 values	Debt-to-Income Ratio float64 0.1 0.6	Assets Value float64 20.1k 300k ⌀	Number of Dependents float64 0 4 ⌀	City stringlengths 6 23	State stringclasses 59 values	Country stringclasses 243 values	Previous Defaults float64 0 4 ⌀	Marital Status Change int64 0 2	Risk Rating stringclasses 3 values
20	Female	Bachelor's	Married	119,248	null	17,839	Home	Employed	12	Poor	0.388304	null	1	Port Jonathanborough	MH	Liberia	2	0	Low
27	Female	High School	Single	23,729	680	null	Auto	Self-employed	0	Poor	0.261926	null	3	Timothyton	KS	Gabon	null	1	Low
58	Non-binary	Bachelor's	Widowed	82,909	780	9,501	Auto	Employed	10	Fair	0.187261	171,100	null	Ortizbury	SD	Nauru	1	2	Medium
36	Non-binary	Bachelor's	Married	87,762	615	23,131	Auto	Employed	18	Poor	0.396399	141,271	1	Amandaton	MS	Oman	0	1	Medium
55	Male	Bachelor's	Divorced	60,888	null	47,095	Business	Self-employed	9	Excellent	0.13324	null	0	East Jennifer	TN	Reunion	4	1	Low
47	Male	PhD	Married	null	710	14,326	Auto	Unemployed	11	Poor	0.361473	142,020	4	Stevenchester	MH	Fiji	0	1	Low
37	Male	Bachelor's	Single	58,196	670	17,813	Business	Unemployed	4	Good	0.191902	167,890	2	East Williammouth	KY	Pitcairn Islands	0	2	Low
62	Female	PhD	Single	95,051	716	28,903	Auto	Self-employed	8	Poor	0.312882	236,589	null	Hansenstad	MN	United States of America	1	1	Low
31	Non-binary	PhD	Married	47,476	null	null	Home	Self-employed	19	Good	0.54878	null	4	Laurafurt	MA	Antarctica (the territory South of 60 deg S)	3	1	Low
52	Non-binary	PhD	Widowed	61,274	782	25,030	Personal	Unemployed	13	Poor	0.341782	231,295	1	Scottbury	RI	Ecuador	0	2	High
44	Non-binary	Bachelor's	Single	94,590	631	28,255	Home	Employed	10	Good	0.296229	267,112	0	Robertsmouth	WY	Marshall Islands	4	2	Low
54	Female	Master's	Divorced	65,778	712	8,858	Auto	Employed	15	Good	0.23391	145,487	null	Diazstad	CA	Palau	0	1	Low
58	Non-binary	Bachelor's	Married	45,600	643	30,491	Personal	Unemployed	14	Fair	0.417666	41,377	3	Stevenstad	VT	Somalia	3	2	Low
26	Male	Bachelor's	Single	null	631	37,503	Home	Self-employed	14	Good	0.523763	187,172	null	Jeremiahtown	GU	Saint Lucia	2	0	High
26	Female	High School	Single	23,668	null	25,517	Auto	Self-employed	8	Excellent	0.52987	222,403	1	East Ericfurt	MS	Guinea-Bissau	1	2	High
47	Non-binary	Master's	Divorced	78,541	713	9,412	Personal	Employed	5	Fair	0.242539	172,895	1	Jeffreyville	CA	Swaziland	null	0	Low
27	Non-binary	Bachelor's	Married	23,048	698	27,894	Auto	Self-employed	10	Fair	0.438963	35,120	3	Whitestad	CO	South Georgia and the South Sandwich Islands	3	2	Low
63	Non-binary	PhD	Divorced	41,545	743	30,233	Personal	Employed	15	Good	0.485852	76,096	0	Lake Christophermouth	DE	Timor-Leste	4	0	High
61	Non-binary	Bachelor's	Divorced	36,643	648	42,473	Personal	Self-employed	9	Fair	0.519747	257,763	2	Clarkshire	ND	Ghana	0	2	High
59	Male	Master's	Widowed	null	null	30,917	Home	Unemployed	10	Poor	0.406946	null	3	West Sarah	TN	Bulgaria	null	0	Medium
62	Non-binary	Bachelor's	Married	null	657	7,561	Home	Self-employed	4	Excellent	0.383993	91,389	3	North Johnville	IL	Oman	4	2	Low
31	Non-binary	High School	Married	55,109	674	33,091	Home	Self-employed	13	Good	0.274823	165,768	0	East Luishaven	NY	Nauru	null	1	Low
59	Non-binary	PhD	Single	41,652	null	24,088	Personal	Unemployed	1	Fair	0.157776	230,401	null	Rodriguezborough	UT	Ecuador	4	1	Low
54	Female	High School	Widowed	67,429	624	16,059	Personal	Unemployed	2	Poor	0.334307	129,450	3	New Alexanderside	PR	Comoros	2	0	Low
61	Non-binary	Master's	Widowed	68,850	787	null	Home	Unemployed	0	Poor	0.306913	224,925	null	Thompsonport	TX	Mali	4	2	Low
44	Male	PhD	Divorced	94,904	676	29,749	Home	Self-employed	11	Good	0.561421	144,296	3	Michaelton	VT	Kenya	2	0	Low
32	Non-binary	Master's	Divorced	93,158	null	30,276	Business	Employed	12	Excellent	0.475882	38,743	2	Escobarville	AL	Malawi	4	2	Low
43	Male	Bachelor's	Widowed	42,743	653	5,633	Business	Employed	6	Good	0.396888	150,504	2	Hernandezhaven	PA	Swaziland	0	1	Medium
54	Male	Master's	Divorced	87,082	720	42,945	Business	Unemployed	8	Good	0.488777	null	3	Knightfort	ND	Dominica	null	2	Medium
22	Non-binary	High School	Divorced	33,423	715	36,856	Business	Unemployed	6	Fair	0.555369	154,147	3	Weberfurt	PR	American Samoa	3	1	Low
31	Male	Bachelor's	Divorced	30,196	724	32,727	Personal	Employed	4	Good	0.419681	250,570	3	Jennachester	AS	Isle of Man	null	0	Low
67	Male	PhD	Married	31,352	725	32,735	Home	Self-employed	16	Excellent	0.563066	null	4	South Brian	OK	Cuba	4	0	Low
55	Female	Master's	Single	71,673	628	15,170	Home	Employed	5	Fair	0.325803	145,327	2	West Kristinaborough	RI	Singapore	4	1	Low
34	Non-binary	PhD	Married	32,926	null	18,660	Auto	Employed	14	Good	0.207524	156,836	4	Port George	WI	Vanuatu	4	1	Low
35	Male	Bachelor's	Widowed	22,594	674	26,707	Home	Employed	15	Good	0.22756	238,913	0	Lake Thomaston	IN	Myanmar	2	1	Medium
44	Female	Master's	Widowed	101,099	null	11,339	Business	Unemployed	2	Excellent	0.217884	160,612	null	Scottfort	HI	Armenia	4	2	Low
66	Female	High School	Married	57,487	731	28,084	Auto	Unemployed	13	Excellent	0.477252	153,122	2	Lopezview	NV	Slovenia	4	2	Low
68	Female	High School	Single	99,049	777	39,184	Business	Unemployed	0	Excellent	0.445232	55,738	4	Sherrymouth	NJ	Switzerland	null	2	Low
50	Female	Bachelor's	Married	83,830	742	28,147	Business	Self-employed	0	Fair	0.14193	57,148	3	New Paula	WI	Gibraltar	3	2	Low
54	Non-binary	PhD	Divorced	24,271	776	11,635	Business	Self-employed	9	Excellent	0.536717	65,680	1	South Andrea	AZ	Namibia	1	2	Low
26	Male	High School	Married	69,294	693	23,527	Business	Employed	18	Fair	0.260321	null	1	Ronaldville	NH	Zambia	4	1	Low
41	Male	PhD	Married	113,375	747	28,670	Personal	Employed	3	Good	0.304564	279,725	0	East Heathertown	SD	Fiji	1	2	Low
22	Non-binary	Master's	Single	48,725	619	23,821	Personal	Employed	7	Good	0.347065	null	2	Port Paula	OH	Heard Island and McDonald Islands	3	0	Low
29	Female	Bachelor's	Single	118,303	746	43,849	Personal	Unemployed	16	Excellent	0.582754	29,205	1	West Katherineborough	CT	Ecuador	3	0	Low
48	Male	Bachelor's	Married	113,899	609	null	Business	Employed	3	Fair	0.325645	159,513	2	South Jenna	MS	Trinidad and Tobago	null	2	Low
58	Female	High School	Widowed	58,745	763	32,177	Personal	Employed	0	Fair	0.503189	null	4	Port Elijahport	CA	Wallis and Futuna	2	0	Low
68	Male	Bachelor's	Single	32,891	604	40,396	Business	Unemployed	3	Excellent	0.168813	null	1	North Jeremyton	AR	Andorra	3	2	High
30	Non-binary	PhD	Divorced	87,564	672	48,532	Home	Unemployed	13	Excellent	0.536492	null	4	Wagnerberg	DC	Tajikistan	1	1	Medium
20	Female	Master's	Married	96,644	746	null	Business	Employed	19	Fair	0.398887	280,793	0	Rodriguezshire	PA	Guyana	1	2	Medium
25	Male	PhD	Single	114,819	760	7,366	Home	Employed	14	Poor	0.433718	63,100	3	Michaelland	AK	British Virgin Islands	4	0	Low
68	Female	PhD	Widowed	27,066	694	34,495	Personal	Self-employed	15	Good	0.279249	43,190	3	Nelsonchester	FM	Guyana	2	0	Low
60	Non-binary	High School	Single	90,874	null	39,224	Auto	Self-employed	16	Poor	0.383873	225,705	null	Michaelburgh	VT	Ukraine	3	2	High
23	Male	Bachelor's	Married	88,201	666	null	Personal	Unemployed	19	Poor	0.21377	null	2	Keithborough	PW	Puerto Rico	1	1	High
40	Non-binary	Bachelor's	Widowed	32,996	696	19,758	Auto	Employed	3	Good	0.103651	null	2	East Margaretfurt	NJ	Antigua and Barbuda	1	0	Low
19	Male	PhD	Single	99,345	779	10,505	Home	Self-employed	3	Fair	0.389887	106,765	0	North Matthew	NV	Nicaragua	2	0	Low
30	Female	PhD	Married	84,042	640	49,808	Auto	Self-employed	1	Fair	0.117312	62,599	4	Waynebury	FL	Luxembourg	2	1	Low
55	Male	Bachelor's	Divorced	46,921	null	18,930	Personal	Unemployed	7	Fair	0.568758	26,175	4	Hestermouth	MT	Hong Kong	3	1	High
27	Female	Master's	Widowed	34,671	611	39,599	Home	Self-employed	11	Good	0.473114	null	0	Hayesmouth	MN	Slovakia (Slovak Republic)	3	2	Low
21	Female	High School	Single	null	751	null	Home	Employed	16	Good	0.494115	83,476	null	Edwardville	KY	Bermuda	3	1	Low
29	Male	High School	Married	79,332	768	25,748	Business	Unemployed	5	Excellent	0.52606	198,991	4	East Kristinfurt	KY	Cambodia	3	1	Low
66	Female	High School	Married	59,823	611	25,919	Business	Unemployed	3	Fair	0.154705	252,041	2	South Michael	DE	Somalia	1	2	Low
55	Female	High School	Divorced	71,342	628	14,899	Home	Employed	3	Poor	0.570084	127,499	3	Port Theresaside	FM	North Macedonia	4	2	Medium
18	Male	Bachelor's	Single	108,197	700	49,550	Home	Employed	9	Good	0.258426	79,841	3	New Ginatown	KY	Bahrain	0	0	Medium
27	Male	PhD	Widowed	null	745	44,994	Business	Employed	0	Good	0.542289	169,817	4	Patriciastad	MP	Israel	4	0	Medium
19	Female	Master's	Widowed	65,485	null	9,351	Business	Unemployed	3	Poor	0.465298	22,398	2	Jenniferville	NC	Hungary	4	0	Low
46	Male	PhD	Divorced	48,365	782	46,094	Home	Unemployed	11	Excellent	0.117781	35,719	3	Lake Carlfurt	IA	Cayman Islands	0	2	Low
23	Non-binary	Master's	Widowed	104,816	682	15,427	Auto	Self-employed	12	Fair	0.46123	227,103	1	Johnport	GU	Chile	1	2	Low
53	Non-binary	Master's	Widowed	101,696	null	44,379	Business	Self-employed	7	Poor	0.530058	105,847	2	Michellemouth	GA	Eritrea	null	2	Low
44	Non-binary	Bachelor's	Single	92,197	693	41,984	Home	Employed	18	Fair	0.423769	99,475	0	South Stephen	WA	Isle of Man	0	2	Low
30	Female	Master's	Single	48,239	716	9,194	Business	Employed	5	Excellent	0.385383	243,622	2	New Tina	DE	Marshall Islands	1	1	Medium
64	Female	PhD	Widowed	25,738	657	47,392	Home	Employed	11	Fair	0.490056	36,750	1	Melissabury	SD	Vietnam	3	2	Low
23	Female	High School	Married	47,358	725	37,083	Business	Employed	9	Poor	0.511688	276,591	3	Alvaradohaven	GU	Holy See (Vatican City State)	1	2	Low
18	Female	Bachelor's	Widowed	110,450	null	25,165	Personal	Self-employed	2	Excellent	0.416657	74,339	4	Jimenezburgh	DE	Nicaragua	3	1	Low
22	Female	PhD	Single	28,418	661	10,180	Auto	Employed	4	Good	0.419761	268,907	1	Port Michael	AS	Honduras	null	0	Low
27	Male	High School	Married	35,583	null	41,984	Home	Self-employed	17	Fair	0.559648	139,015	3	Williamsport	NC	India	1	2	Low
57	Male	High School	Divorced	73,787	731	31,926	Personal	Self-employed	7	Poor	0.299683	null	0	Bartonland	SD	Peru	2	0	Low
20	Non-binary	High School	Married	109,376	729	43,405	Personal	Self-employed	17	Poor	0.461668	194,417	0	New Jamesburgh	UT	Panama	null	0	High
67	Non-binary	High School	Single	104,958	600	40,146	Business	Unemployed	13	Good	0.163886	196,408	null	Warrenmouth	MP	Argentina	0	1	Low
63	Male	High School	Widowed	22,199	749	11,553	Business	Employed	7	Excellent	0.106959	134,892	null	Garciafort	MN	Chile	null	2	Low
32	Male	Bachelor's	Married	89,951	null	12,193	Personal	Self-employed	10	Good	0.509159	107,600	null	Allenfort	DE	Costa Rica	4	2	Low
21	Non-binary	PhD	Married	37,046	676	null	Business	Unemployed	3	Good	0.227874	117,160	1	New Claytontown	OR	Egypt	0	1	Low
56	Non-binary	High School	Single	29,551	790	23,560	Personal	Employed	5	Excellent	0.184401	154,716	3	Lake Robin	MD	Estonia	4	1	Medium
50	Male	Bachelor's	Single	null	698	11,121	Auto	Self-employed	14	Excellent	0.324661	null	2	Sarahburgh	WI	Cote d'Ivoire	0	0	Low
44	Male	PhD	Widowed	51,516	612	36,651	Business	Unemployed	1	Good	0.241847	null	0	North Timothy	GU	Saint Helena	2	0	Medium
63	Female	High School	Married	null	621	12,414	Home	Unemployed	6	Fair	0.416892	128,770	null	Lake Matthew	AK	Nicaragua	0	2	Medium
26	Male	High School	Married	40,791	685	30,567	Auto	Unemployed	7	Fair	0.504029	102,668	3	New Elizabeth	WY	Uzbekistan	null	1	Medium
51	Female	PhD	Widowed	62,185	666	49,812	Auto	Self-employed	14	Excellent	0.582066	215,503	3	Boothhaven	NH	Slovenia	4	2	Low
46	Male	Bachelor's	Married	50,802	784	12,800	Business	Unemployed	0	Excellent	0.479134	71,391	1	Annehaven	SD	Thailand	0	2	Medium
27	Male	High School	Divorced	null	626	46,064	Personal	Employed	18	Excellent	0.354302	50,695	0	West Mathewchester	TN	Swaziland	2	0	High
66	Male	High School	Single	90,883	762	29,662	Business	Self-employed	18	Good	0.259877	119,162	4	Stricklandtown	AL	French Guiana	3	1	Medium
58	Male	PhD	Widowed	62,749	606	null	Home	Self-employed	0	Poor	0.313901	115,327	4	Hicksport	DC	Brazil	4	2	Low
33	Male	Bachelor's	Divorced	62,738	781	6,974	Personal	Employed	15	Fair	0.42715	null	2	Douglasberg	MN	Nicaragua	null	2	Low
40	Female	Bachelor's	Single	27,938	688	18,057	Business	Unemployed	17	Excellent	0.497625	null	1	East Sharifort	MI	Greenland	2	2	High
62	Male	Master's	Single	25,176	732	22,507	Auto	Unemployed	14	Poor	0.560293	291,845	2	Dustinville	SC	Seychelles	2	0	Medium
29	Male	Bachelor's	Married	20,015	628	null	Business	Employed	9	Poor	0.589304	41,873	4	North Sherry	MH	Hungary	null	2	Low
32	Female	Bachelor's	Divorced	95,583	688	34,497	Home	Unemployed	3	Poor	0.498974	182,352	2	Steeletown	CO	Czech Republic	0	1	Low
43	Male	High School	Widowed	106,842	673	49,293	Auto	Employed	9	Poor	0.436827	175,259	2	Adamsshire	MD	Saint Martin	4	2	High
62	Non-binary	High School	Single	33,155	null	8,287	Auto	Self-employed	7	Excellent	0.157468	221,540	0	South Debra	IA	Syrian Arab Republic	4	0	Low
56	Male	PhD	Single	49,424	782	14,358	Auto	Employed	14	Poor	0.277538	201,766	1	Catherinemouth	FM	Bolivia	null	0	Low
61	Male	High School	Single	75,277	736	18,941	Business	Self-employed	10	Poor	0.575873	115,628	0	Roberthaven	NE	Central African Republic	null	1	Medium

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.