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dipamc
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loan_customer

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train · 252k rows

Id int64 1 252k	Income int64 10.3k 10M	Age int64 21 79	Experience int64 0 20	Married/Single stringclasses 2 values	House_Ownership stringclasses 3 values	Car_Ownership stringclasses 2 values	Profession stringclasses 51 values	CITY stringclasses 317 values	STATE stringclasses 29 values	CURRENT_JOB_YRS int64 0 14	CURRENT_HOUSE_YRS int64 10 14	Risk_Flag int64 0 1
1	1,303,834	23	3	single	rented	no	Mechanical_engineer	Rewa	Madhya_Pradesh	3	13	0
2	7,574,516	40	10	single	rented	no	Software_Developer	Parbhani	Maharashtra	9	13	0
3	3,991,815	66	4	married	rented	no	Technical_writer	Alappuzha	Kerala	4	10	0
4	6,256,451	41	2	single	rented	yes	Software_Developer	Bhubaneswar	Odisha	2	12	1
5	5,768,871	47	11	single	rented	no	Civil_servant	Tiruchirappalli[10]	Tamil_Nadu	3	14	1
6	6,915,937	64	0	single	rented	no	Civil_servant	Jalgaon	Maharashtra	0	12	0
7	3,954,973	58	14	married	rented	no	Librarian	Tiruppur	Tamil_Nadu	8	12	0
8	1,706,172	33	2	single	rented	no	Economist	Jamnagar	Gujarat	2	14	0
9	7,566,849	24	17	single	rented	yes	Flight_attendant	Kota[6]	Rajasthan	11	11	0
10	8,964,846	23	12	single	rented	no	Architect	Karimnagar	Telangana	5	13	0
11	4,634,680	78	7	single	rented	no	Flight_attendant	Hajipur[31]	Bihar	7	12	0
12	6,623,263	22	4	single	rented	no	Designer	Adoni	Andhra_Pradesh	4	14	0
13	9,120,988	28	9	single	rented	no	Physician	Erode[17]	Tamil_Nadu	9	12	0
14	8,043,880	57	12	single	rented	no	Financial_Analyst	Kollam	Kerala	8	10	0
15	9,420,838	48	6	single	rented	no	Technical_writer	Madurai	Tamil_Nadu	6	10	1
16	5,694,236	39	2	married	rented	yes	Economist	Anantapuram[24]	Andhra_Pradesh	2	10	0
17	7,315,840	71	8	married	rented	no	Air_traffic_controller	Kamarhati	West_Bengal	8	14	0
18	3,666,346	56	12	single	rented	no	Politician	Bhusawal	Maharashtra	12	11	1
19	2,241,112	28	8	single	rented	no	Police_officer	Sirsa	Haryana	6	14	0
20	5,431,918	40	1	single	rented	no	Artist	Amaravati	Andhra_Pradesh	1	14	0
21	9,225,468	54	14	single	rented	no	Surveyor	Secunderabad	Telangana	8	10	0
22	6,506,739	50	4	single	rented	no	Politician	Ahmedabad	Gujarat	4	11	0
23	9,157,379	72	13	single	rented	yes	Design_Engineer	Ajmer	Rajasthan	9	10	0
24	9,236,505	36	19	single	rented	no	Chemical_engineer	Ongole	Andhra_Pradesh	6	14	0
25	1,065,465	23	15	married	rented	no	Hotel_Manager	Miryalaguda	Telangana	4	12	0
26	1,797,876	76	20	single	norent_noown	no	Mechanical_engineer	Erode[17]	Tamil_Nadu	11	14	0
27	6,063,428	38	6	married	rented	no	Dentist	Ambattur	Tamil_Nadu	6	13	0
28	9,643,150	24	13	single	rented	no	Comedian	Indore	Madhya_Pradesh	6	14	0
29	8,832,725	64	5	single	rented	no	Biomedical_Engineer	Pondicherry	Puducherry	5	11	1
30	4,386,333	31	16	single	rented	no	Physician	Shimoga	Karnataka	3	12	0
31	3,939,397	52	19	single	rented	yes	Flight_attendant	Chennai	Tamil_Nadu	3	10	0
32	6,944,134	59	5	single	owned	no	Graphic_Designer	Gulbarga	Karnataka	5	11	0
33	4,128,828	21	10	single	rented	no	Computer_hardware_engineer	Khammam	Telangana	10	12	0
34	5,023,035	26	10	single	rented	yes	Petroleum_Engineer	Madurai	Tamil_Nadu	9	13	0
35	9,086,933	55	7	single	rented	no	Air_traffic_controller	Saharanpur	Uttar_Pradesh	7	13	0
36	7,537,675	45	4	single	rented	no	Graphic_Designer	Gopalpur	West_Bengal	4	14	0
37	9,625,415	77	15	married	rented	no	Secretary	Amravati	Maharashtra	9	10	0
38	7,904,011	71	3	single	rented	no	Computer_operator	Udupi	Karnataka	3	11	0
39	3,540,135	78	4	single	rented	no	Biomedical_Engineer	Howrah	West_Bengal	4	11	0
40	8,739,032	55	3	married	rented	no	Politician	Aurangabad[39]	Bihar	3	14	0
41	3,217,258	23	12	single	rented	yes	Petroleum_Engineer	Hospet	Karnataka	8	10	0
42	2,735,428	72	20	single	rented	no	Surveyor	Shimla	Himachal_Pradesh	6	14	0
43	9,760,667	63	17	single	rented	no	Chartered_Accountant	Khandwa	Madhya_Pradesh	13	12	1
44	8,390,825	30	11	single	rented	no	Secretary	Bidhannagar	West_Bengal	7	10	0
45	9,639,445	45	9	single	rented	no	Technician	Bellary	Karnataka	9	10	1
46	6,868,118	25	16	single	rented	no	Secretary	Danapur	Bihar	13	13	1
47	2,471,915	73	18	single	rented	no	Chemical_engineer	Purnia[26]	Bihar	14	13	0
48	8,477,026	52	10	single	rented	no	Design_Engineer	Bijapur	Karnataka	10	10	0
49	8,996,641	75	12	single	rented	no	Microbiologist	Patiala	Punjab	12	13	0
50	4,043,791	48	18	single	rented	yes	Architect	Malda	West_Bengal	13	14	0
51	4,260,004	27	5	single	norent_noown	no	Police_officer	Sagar	Madhya_Pradesh	5	13	0
52	3,634,814	74	4	single	rented	no	Fashion_Designer	Durgapur	West_Bengal	4	11	0
53	9,518,593	71	6	single	rented	no	Artist	Junagadh	Gujarat	6	13	0
54	5,990,870	74	4	single	rented	no	Aviator	Singrauli	Madhya_Pradesh	4	10	0
55	1,213,131	67	8	single	rented	no	Psychologist	Agartala	Tripura	8	11	0
56	1,885,923	46	16	single	rented	no	Magistrate	Thanjavur	Tamil_Nadu	8	14	1
57	5,554,586	39	18	single	rented	no	Software_Developer	Hindupur	Andhra_Pradesh	13	13	1
58	6,555,332	56	20	single	owned	no	Magistrate	Naihati	West_Bengal	4	10	0
59	9,861,298	59	16	single	rented	no	Technical_writer	North_Dumdum	West_Bengal	9	11	1
60	9,311,486	68	9	single	rented	no	Lawyer	Panchkula	Haryana	9	12	0
61	9,440,590	68	11	single	rented	no	Dentist	Anantapur	Andhra_Pradesh	10	13	0
62	8,773,158	58	18	single	rented	yes	Firefighter	Serampore	West_Bengal	5	13	1
63	9,724,250	67	17	single	rented	yes	Dentist	Bathinda	Punjab	3	13	0
64	1,729,774	28	6	married	rented	yes	Technical_writer	Nadiad	Gujarat	5	10	0
65	6,178,223	46	19	single	owned	yes	Architect	Kanpur	Uttar_Pradesh	11	13	0
66	9,822,116	27	12	single	rented	no	Artist	Haridwar	Uttarakhand	12	13	0
67	4,334,000	36	4	single	rented	no	Politician	Berhampur	Odisha	4	11	0
68	9,576,258	79	18	single	rented	yes	Air_traffic_controller	Jamshedpur	Jharkhand	6	11	0
69	8,788,135	77	7	married	rented	no	Petroleum_Engineer	Ongole	Andhra_Pradesh	7	11	0
70	7,002,610	56	4	single	rented	no	Police_officer	Hyderabad	Telangana	4	12	0
71	5,605,985	57	12	single	rented	no	Engineer	Bidar	Karnataka	3	11	0
72	3,208,322	55	18	single	rented	no	Air_traffic_controller	Kottayam	Kerala	8	12	0
73	2,408,148	59	10	single	rented	no	Architect	Solapur	Maharashtra	7	11	0
74	9,585,696	42	13	single	rented	yes	Official	Anantapuram[24]	Andhra_Pradesh	3	12	0
75	2,116,007	24	5	single	rented	yes	Analyst	Suryapet	Telangana	5	13	1
76	3,798,306	42	11	single	rented	yes	Geologist	Aizawl	Mizoram	11	14	0
77	2,966,907	30	6	married	rented	yes	Magistrate	Tiruppur	Tamil_Nadu	5	12	0
78	4,994,848	58	9	single	rented	no	Software_Developer	Durgapur	West_Bengal	9	13	0
79	326,455	27	20	single	rented	no	Drafter	Asansol	West_Bengal	3	14	0
80	6,227,811	60	14	single	owned	no	Economist	Sirsa	Haryana	12	12	0
81	7,839,236	68	7	single	rented	no	Biomedical_Engineer	Amravati	Maharashtra	7	14	1
82	6,115,704	57	17	single	owned	no	Economist	Deoghar	Jharkhand	12	14	1
83	7,433,875	32	12	single	rented	yes	Fashion_Designer	Chennai	Tamil_Nadu	11	10	1
84	6,245,331	65	6	single	rented	no	Financial_Analyst	Eluru[25]	Andhra_Pradesh	6	12	0
85	4,700,701	48	14	single	rented	yes	Secretary	Ulhasnagar	Maharashtra	12	12	0
86	5,898,669	32	9	married	rented	no	Firefighter	Aligarh	Uttar_Pradesh	6	13	0
87	4,329,713	42	9	married	rented	no	Fashion_Designer	South_Dumdum	West_Bengal	6	14	0
88	4,047,079	49	7	single	rented	yes	Dentist	Indore	Madhya_Pradesh	5	14	0
89	9,784,947	24	11	single	rented	no	Designer	Berhampore	West_Bengal	11	14	0
90	6,097,344	27	16	single	rented	yes	Statistician	Kottayam	Kerala	10	14	0
91	826,681	78	4	married	rented	yes	Analyst	Ongole	Andhra_Pradesh	4	14	0
92	137,594	52	10	single	rented	yes	Technical_writer	Sagar	Madhya_Pradesh	7	10	1
93	575,463	60	12	single	rented	yes	Firefighter	Gandhinagar	Gujarat	11	13	0
94	8,005,608	65	8	single	rented	no	Civil_servant	Sonipat	Haryana	8	12	1
95	7,527,288	24	10	single	rented	no	Biomedical_Engineer	Muzaffarpur	Bihar	5	11	0
96	7,021,605	31	14	single	rented	no	Technician	Raichur	Karnataka	8	10	0
97	3,449,511	50	19	single	rented	yes	Computer_hardware_engineer	Rajpur_Sonarpur	West_Bengal	3	14	0
98	3,472,864	39	10	single	rented	yes	Software_Developer	Jamnagar	Gujarat	5	13	0
99	5,083,653	35	14	single	rented	yes	Statistician	Ambattur	Tamil_Nadu	12	11	0
100	6,275,695	66	10	single	rented	no	Architect	Ambarnath	Maharashtra	10	11	1

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