loan_id
int64 1
4.27k
| no_of_dependents
int64 0
5
| education
stringclasses 2
values | self_employed
stringclasses 2
values | income_annum
int64 200k
9.9M
| loan_amount
int64 300k
39.5M
| loan_term
int64 2
20
| cibil_score
int64 300
900
| residential_assets_value
int64 -100,000
29.1M
| commercial_assets_value
int64 0
19.4M
| luxury_assets_value
int64 300k
39.2M
| bank_asset_value
int64 0
14.7M
| loan_status
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
101 | 4 | Not Graduate | No | 400,000 | 900,000 | 12 | 478 | 700,000 | 100,000 | 1,200,000 | 100,000 | Rejected |
102 | 2 | Not Graduate | Yes | 300,000 | 1,100,000 | 2 | 702 | 300,000 | 200,000 | 500,000 | 200,000 | Approved |
103 | 2 | Not Graduate | Yes | 4,300,000 | 12,900,000 | 20 | 618 | 11,400,000 | 3,600,000 | 11,400,000 | 2,400,000 | Approved |
104 | 4 | Graduate | No | 1,600,000 | 4,500,000 | 12 | 633 | 700,000 | 1,700,000 | 4,100,000 | 1,900,000 | Approved |
105 | 5 | Not Graduate | Yes | 6,200,000 | 23,600,000 | 10 | 331 | 18,500,000 | 10,300,000 | 23,800,000 | 8,700,000 | Rejected |
106 | 3 | Not Graduate | Yes | 4,200,000 | 9,700,000 | 16 | 841 | 7,800,000 | 300,000 | 16,700,000 | 5,100,000 | Approved |
107 | 4 | Not Graduate | Yes | 9,000,000 | 18,100,000 | 12 | 764 | 600,000 | 16,500,000 | 20,800,000 | 11,600,000 | Approved |
108 | 0 | Graduate | No | 2,700,000 | 10,600,000 | 6 | 591 | 1,300,000 | 2,700,000 | 9,900,000 | 1,800,000 | Approved |
109 | 1 | Graduate | Yes | 9,700,000 | 35,900,000 | 2 | 719 | 19,600,000 | 7,600,000 | 20,400,000 | 10,900,000 | Approved |
110 | 2 | Graduate | No | 3,300,000 | 6,800,000 | 14 | 317 | 3,400,000 | 300,000 | 11,700,000 | 3,600,000 | Rejected |
111 | 0 | Not Graduate | No | 300,000 | 1,100,000 | 8 | 778 | 800,000 | 200,000 | 900,000 | 100,000 | Approved |
112 | 3 | Graduate | Yes | 7,400,000 | 18,200,000 | 14 | 302 | 5,600,000 | 3,100,000 | 17,900,000 | 5,000,000 | Rejected |
113 | 5 | Not Graduate | No | 7,100,000 | 19,700,000 | 8 | 502 | 7,300,000 | 5,600,000 | 25,300,000 | 9,800,000 | Rejected |
114 | 5 | Not Graduate | Yes | 7,300,000 | 22,100,000 | 18 | 879 | 19,500,000 | 10,600,000 | 19,300,000 | 9,800,000 | Approved |
115 | 1 | Not Graduate | No | 8,400,000 | 23,400,000 | 14 | 437 | 15,400,000 | 5,800,000 | 33,400,000 | 8,100,000 | Rejected |
116 | 0 | Not Graduate | Yes | 3,300,000 | 10,800,000 | 12 | 797 | 600,000 | 6,000,000 | 7,700,000 | 3,300,000 | Approved |
117 | 4 | Not Graduate | Yes | 5,800,000 | 23,200,000 | 18 | 456 | 16,100,000 | 4,200,000 | 22,600,000 | 7,500,000 | Rejected |
118 | 0 | Not Graduate | No | 600,000 | 1,600,000 | 6 | 647 | 1,500,000 | 600,000 | 1,500,000 | 700,000 | Approved |
119 | 0 | Not Graduate | No | 7,200,000 | 15,800,000 | 12 | 379 | 12,700,000 | 12,200,000 | 21,500,000 | 3,600,000 | Rejected |
120 | 1 | Not Graduate | Yes | 9,100,000 | 32,900,000 | 2 | 717 | 2,200,000 | 2,000,000 | 23,600,000 | 5,900,000 | Approved |
121 | 5 | Graduate | No | 900,000 | 2,300,000 | 16 | 545 | 100,000 | 200,000 | 2,700,000 | 800,000 | Rejected |
122 | 2 | Graduate | No | 800,000 | 3,200,000 | 8 | 317 | 300,000 | 1,000,000 | 2,000,000 | 900,000 | Rejected |
123 | 1 | Not Graduate | No | 8,500,000 | 32,900,000 | 10 | 570 | 5,100,000 | 6,200,000 | 20,500,000 | 5,500,000 | Approved |
124 | 0 | Not Graduate | Yes | 9,000,000 | 18,700,000 | 18 | 865 | 26,800,000 | 0 | 20,900,000 | 11,300,000 | Approved |
125 | 3 | Graduate | No | 7,000,000 | 19,500,000 | 14 | 719 | 12,200,000 | 10,300,000 | 18,200,000 | 10,200,000 | Approved |
126 | 3 | Graduate | No | 200,000 | 600,000 | 16 | 821 | 400,000 | 100,000 | 500,000 | 100,000 | Approved |
127 | 4 | Not Graduate | Yes | 400,000 | 800,000 | 10 | 859 | 900,000 | 500,000 | 800,000 | 200,000 | Approved |
128 | 3 | Not Graduate | No | 5,100,000 | 18,200,000 | 10 | 395 | 100,000 | 8,000,000 | 15,500,000 | 6,300,000 | Rejected |
129 | 2 | Not Graduate | Yes | 700,000 | 2,600,000 | 12 | 429 | 1,600,000 | 1,300,000 | 2,700,000 | 800,000 | Rejected |
130 | 3 | Graduate | No | 400,000 | 1,200,000 | 12 | 861 | 200,000 | 600,000 | 1,100,000 | 200,000 | Approved |
131 | 0 | Not Graduate | Yes | 9,500,000 | 20,800,000 | 14 | 565 | 15,100,000 | 11,900,000 | 33,900,000 | 13,400,000 | Approved |
132 | 5 | Graduate | No | 8,800,000 | 22,600,000 | 10 | 357 | 7,900,000 | 8,600,000 | 18,200,000 | 4,900,000 | Rejected |
133 | 3 | Not Graduate | Yes | 1,800,000 | 3,600,000 | 18 | 465 | 600,000 | 500,000 | 5,400,000 | 2,600,000 | Rejected |
134 | 4 | Not Graduate | Yes | 6,800,000 | 13,900,000 | 8 | 479 | 11,700,000 | 9,100,000 | 25,700,000 | 9,600,000 | Rejected |
135 | 3 | Not Graduate | No | 1,500,000 | 5,500,000 | 16 | 717 | 2,100,000 | 800,000 | 4,400,000 | 1,300,000 | Approved |
136 | 3 | Graduate | No | 1,600,000 | 5,500,000 | 12 | 425 | 600,000 | 800,000 | 5,400,000 | 900,000 | Rejected |
137 | 2 | Not Graduate | No | 4,600,000 | 16,700,000 | 2 | 786 | 200,000 | 5,900,000 | 13,900,000 | 6,100,000 | Approved |
138 | 5 | Not Graduate | Yes | 2,200,000 | 6,700,000 | 6 | 382 | 4,400,000 | 1,300,000 | 8,600,000 | 1,100,000 | Rejected |
139 | 3 | Not Graduate | Yes | 2,900,000 | 8,500,000 | 12 | 564 | 1,000,000 | 3,100,000 | 7,500,000 | 1,800,000 | Approved |
140 | 0 | Graduate | No | 200,000 | 700,000 | 8 | 501 | 500,000 | 200,000 | 700,000 | 100,000 | Rejected |
141 | 2 | Not Graduate | Yes | 2,500,000 | 9,400,000 | 10 | 727 | 6,600,000 | 4,100,000 | 9,500,000 | 3,300,000 | Approved |
142 | 4 | Not Graduate | No | 3,600,000 | 7,500,000 | 6 | 894 | 1,100,000 | 6,500,000 | 7,400,000 | 2,800,000 | Approved |
143 | 0 | Graduate | Yes | 5,500,000 | 16,700,000 | 18 | 829 | 5,500,000 | 1,300,000 | 12,800,000 | 5,900,000 | Approved |
144 | 4 | Not Graduate | No | 6,600,000 | 17,400,000 | 20 | 506 | 2,600,000 | 10,000,000 | 25,900,000 | 7,200,000 | Rejected |
145 | 2 | Graduate | Yes | 8,600,000 | 32,100,000 | 6 | 802 | 9,400,000 | 16,700,000 | 24,500,000 | 9,800,000 | Approved |
146 | 5 | Not Graduate | No | 600,000 | 1,500,000 | 14 | 543 | 300,000 | 900,000 | 2,100,000 | 300,000 | Rejected |
147 | 3 | Graduate | Yes | 1,400,000 | 3,200,000 | 20 | 772 | 2,400,000 | 900,000 | 5,100,000 | 1,600,000 | Approved |
148 | 3 | Graduate | No | 4,000,000 | 11,100,000 | 12 | 572 | 9,700,000 | 100,000 | 12,500,000 | 2,400,000 | Approved |
149 | 0 | Not Graduate | Yes | 4,900,000 | 11,900,000 | 16 | 709 | 14,600,000 | 900,000 | 18,500,000 | 3,800,000 | Approved |
150 | 5 | Graduate | No | 2,000,000 | 6,200,000 | 18 | 402 | 4,000,000 | 2,100,000 | 7,200,000 | 1,100,000 | Rejected |
151 | 1 | Not Graduate | Yes | 5,200,000 | 19,300,000 | 8 | 481 | 14,300,000 | 9,500,000 | 18,800,000 | 4,200,000 | Rejected |
152 | 5 | Graduate | Yes | 8,900,000 | 28,800,000 | 6 | 772 | 13,600,000 | 5,500,000 | 20,400,000 | 8,400,000 | Approved |
153 | 1 | Graduate | Yes | 6,500,000 | 20,600,000 | 2 | 306 | 15,900,000 | 1,900,000 | 18,100,000 | 3,200,000 | Approved |
154 | 2 | Not Graduate | No | 1,300,000 | 4,500,000 | 6 | 415 | 0 | 900,000 | 2,900,000 | 1,200,000 | Rejected |
155 | 3 | Not Graduate | No | 9,400,000 | 35,000,000 | 16 | 548 | 18,200,000 | 4,400,000 | 36,100,000 | 4,800,000 | Rejected |
156 | 5 | Not Graduate | No | 5,000,000 | 11,200,000 | 8 | 701 | 9,100,000 | 500,000 | 14,000,000 | 4,600,000 | Approved |
157 | 2 | Graduate | No | 3,000,000 | 7,700,000 | 12 | 890 | 4,700,000 | 4,300,000 | 8,400,000 | 2,100,000 | Approved |
158 | 5 | Not Graduate | Yes | 9,900,000 | 33,300,000 | 6 | 364 | 5,300,000 | 18,700,000 | 27,800,000 | 8,300,000 | Rejected |
159 | 5 | Graduate | Yes | 700,000 | 1,300,000 | 20 | 704 | 1,600,000 | 0 | 2,200,000 | 600,000 | Approved |
160 | 3 | Graduate | Yes | 4,000,000 | 10,600,000 | 10 | 318 | 1,500,000 | 5,100,000 | 8,000,000 | 4,900,000 | Rejected |
161 | 5 | Not Graduate | No | 3,100,000 | 9,600,000 | 2 | 761 | 5,800,000 | 1,800,000 | 10,400,000 | 4,200,000 | Approved |
162 | 4 | Not Graduate | No | 4,500,000 | 15,100,000 | 6 | 693 | 3,700,000 | 1,500,000 | 17,800,000 | 6,000,000 | Approved |
163 | 3 | Not Graduate | No | 9,700,000 | 20,600,000 | 16 | 524 | 24,200,000 | 11,100,000 | 27,400,000 | 6,100,000 | Rejected |
164 | 2 | Not Graduate | Yes | 2,000,000 | 5,300,000 | 10 | 681 | 4,900,000 | 1,400,000 | 4,300,000 | 2,900,000 | Approved |
165 | 2 | Graduate | Yes | 8,100,000 | 22,300,000 | 18 | 737 | 22,300,000 | 12,600,000 | 27,000,000 | 7,300,000 | Approved |
166 | 0 | Not Graduate | No | 5,700,000 | 15,900,000 | 16 | 638 | 100,000 | 9,500,000 | 16,300,000 | 4,500,000 | Approved |
167 | 4 | Not Graduate | No | 5,800,000 | 12,800,000 | 2 | 656 | 500,000 | 5,000,000 | 16,000,000 | 2,800,000 | Approved |
168 | 1 | Graduate | No | 1,800,000 | 6,500,000 | 6 | 540 | 2,500,000 | 3,200,000 | 5,000,000 | 1,100,000 | Rejected |
169 | 4 | Not Graduate | Yes | 9,100,000 | 35,200,000 | 6 | 341 | 1,000,000 | 300,000 | 23,100,000 | 8,200,000 | Rejected |
170 | 0 | Not Graduate | Yes | 4,800,000 | 17,500,000 | 2 | 371 | 11,700,000 | 6,800,000 | 18,700,000 | 3,500,000 | Approved |
171 | 3 | Not Graduate | Yes | 3,800,000 | 10,500,000 | 12 | 886 | 4,000,000 | 500,000 | 14,900,000 | 2,300,000 | Approved |
172 | 0 | Not Graduate | No | 1,900,000 | 4,100,000 | 18 | 801 | 400,000 | 800,000 | 4,800,000 | 1,200,000 | Approved |
173 | 3 | Not Graduate | Yes | 3,600,000 | 9,500,000 | 16 | 748 | 7,700,000 | 2,400,000 | 9,700,000 | 2,600,000 | Approved |
174 | 2 | Not Graduate | Yes | 7,400,000 | 28,200,000 | 8 | 376 | 21,900,000 | 5,000,000 | 17,400,000 | 5,200,000 | Rejected |
175 | 4 | Not Graduate | Yes | 6,600,000 | 14,300,000 | 8 | 371 | 10,800,000 | 9,500,000 | 18,500,000 | 7,400,000 | Rejected |
176 | 2 | Graduate | No | 1,800,000 | 5,300,000 | 6 | 826 | 4,500,000 | 700,000 | 6,500,000 | 1,300,000 | Approved |
177 | 4 | Not Graduate | No | 9,200,000 | 27,200,000 | 12 | 873 | 4,500,000 | 1,800,000 | 33,800,000 | 11,400,000 | Approved |
178 | 5 | Not Graduate | Yes | 2,400,000 | 8,600,000 | 8 | 309 | 500,000 | 600,000 | 5,700,000 | 2,800,000 | Rejected |
179 | 4 | Not Graduate | No | 5,600,000 | 13,300,000 | 20 | 869 | 3,300,000 | 7,500,000 | 20,000,000 | 6,500,000 | Approved |
180 | 5 | Graduate | No | 3,800,000 | 13,900,000 | 12 | 534 | 4,700,000 | 2,900,000 | 8,200,000 | 2,800,000 | Rejected |
181 | 3 | Not Graduate | Yes | 4,500,000 | 17,900,000 | 6 | 787 | 9,800,000 | 3,600,000 | 14,300,000 | 4,200,000 | Approved |
182 | 0 | Graduate | Yes | 900,000 | 2,200,000 | 16 | 566 | 100,000 | 700,000 | 2,000,000 | 600,000 | Approved |
183 | 0 | Not Graduate | No | 2,800,000 | 9,900,000 | 8 | 742 | 4,900,000 | 1,300,000 | 6,700,000 | 1,700,000 | Approved |
184 | 2 | Not Graduate | No | 7,500,000 | 23,100,000 | 4 | 824 | 12,100,000 | 10,900,000 | 26,300,000 | 9,500,000 | Approved |
185 | 4 | Graduate | No | 1,400,000 | 3,100,000 | 14 | 575 | 3,000,000 | 2,100,000 | 4,900,000 | 1,400,000 | Approved |
186 | 2 | Graduate | Yes | 3,800,000 | 10,900,000 | 10 | 766 | 1,900,000 | 3,900,000 | 8,600,000 | 3,000,000 | Approved |
187 | 1 | Not Graduate | Yes | 1,700,000 | 5,000,000 | 10 | 888 | 2,900,000 | 900,000 | 4,100,000 | 2,200,000 | Approved |
188 | 3 | Graduate | Yes | 9,000,000 | 30,400,000 | 6 | 638 | 16,800,000 | 11,000,000 | 26,900,000 | 9,200,000 | Approved |
189 | 5 | Not Graduate | Yes | 7,300,000 | 23,300,000 | 6 | 622 | 7,100,000 | 11,600,000 | 26,400,000 | 10,500,000 | Approved |
190 | 1 | Not Graduate | No | 7,400,000 | 19,800,000 | 18 | 458 | 12,600,000 | 6,200,000 | 27,700,000 | 4,000,000 | Rejected |
191 | 1 | Not Graduate | No | 9,000,000 | 28,200,000 | 16 | 327 | 1,700,000 | 2,300,000 | 24,000,000 | 11,200,000 | Rejected |
192 | 0 | Not Graduate | No | 3,000,000 | 6,500,000 | 2 | 612 | 8,800,000 | 3,400,000 | 6,700,000 | 1,700,000 | Approved |
193 | 1 | Graduate | No | 800,000 | 2,900,000 | 8 | 682 | 2,200,000 | 1,100,000 | 2,900,000 | 700,000 | Approved |
194 | 2 | Graduate | No | 4,800,000 | 13,200,000 | 2 | 583 | 13,700,000 | 5,800,000 | 9,500,000 | 5,200,000 | Approved |
195 | 5 | Not Graduate | No | 6,400,000 | 18,300,000 | 8 | 697 | 10,000,000 | 3,600,000 | 22,500,000 | 3,600,000 | Approved |
196 | 3 | Graduate | No | 9,200,000 | 27,100,000 | 12 | 306 | 5,800,000 | 11,500,000 | 28,000,000 | 9,600,000 | Rejected |
197 | 4 | Not Graduate | Yes | 400,000 | 1,500,000 | 2 | 669 | -100,000 | 600,000 | 900,000 | 500,000 | Approved |
198 | 2 | Not Graduate | No | 2,800,000 | 6,000,000 | 18 | 816 | 6,300,000 | 4,200,000 | 8,000,000 | 3,400,000 | Approved |
199 | 4 | Not Graduate | Yes | 8,500,000 | 28,900,000 | 20 | 455 | 15,200,000 | 5,800,000 | 22,500,000 | 9,400,000 | Rejected |
200 | 3 | Graduate | Yes | 4,700,000 | 16,400,000 | 10 | 318 | 11,400,000 | 8,100,000 | 16,200,000 | 4,300,000 | Rejected |