Split (3)

train · 388 rows

Age int64 18 33	Gender stringclasses 2 values	Marital Status stringclasses 3 values	Occupation stringclasses 4 values	Monthly Income stringclasses 5 values	Educational Qualifications stringclasses 5 values	Family size int64 1 6	latitude float64 12.9 13.1	longitude float64 77.5 77.8	Pin code int64 560k 560k	Output stringclasses 2 values	Feedback stringclasses 2 values	Unnamed: 12 stringclasses 2 values
23	Male	Single	Student	No Income	Post Graduate	2	12.9261	77.6221	560,034	Yes	Positive	Yes
24	Male	Single	Student	No Income	Post Graduate	5	12.9621	77.5376	560,104	Yes	Positive	Yes
22	Female	Single	Employee	25001 to 50000	Graduate	4	12.8845	77.6036	560,076	Yes	Positive	Yes
26	Male	Married	Employee	More than 50000	Graduate	4	12.9048	77.6821	560,036	Yes	Positive	Yes
25	Female	Single	Student	No Income	Ph.D	3	12.9048	77.6821	560,036	Yes	Positive	Yes
20	Male	Single	Student	No Income	Graduate	2	12.9261	77.6221	560,034	Yes	Positive	Yes
29	Male	Married	Employee	25001 to 50000	Graduate	4	12.9261	77.6221	560,034	No	Negative	No
23	Female	Single	Student	No Income	Graduate	1	12.977	77.5773	560,009	Yes	Positive	Yes
25	Male	Single	Self Employeed	More than 50000	Graduate	2	12.9783	77.6408	560,038	Yes	Positive	Yes
29	Female	Married	Employee	25001 to 50000	Graduate	4	12.9783	77.6408	560,038	No	Negative	No
27	Male	Married	Self Employeed	25001 to 50000	Graduate	6	12.9217	77.5936	560,041	No	Negative	No
25	Male	Single	Self Employeed	10001 to 25000	Graduate	3	13.0206	77.6479	560,043	Yes	Positive	Yes
21	Male	Single	Student	No Income	Graduate	2	13.0012	77.5995	560,046	No	Negative	No
23	Male	Single	Student	No Income	Graduate	3	13.0223	77.7132	560,049	Yes	Positive	Yes
24	Female	Single	Employee	10001 to 25000	Post Graduate	4	12.9337	77.59	560,011	Yes	Positive	Yes
32	Male	Married	Self Employeed	10001 to 25000	School	3	12.982	77.6256	560,008	Yes	Negative	Yes
28	Male	Married	Employee	25001 to 50000	Post Graduate	5	13.0262	77.62	560,045	Yes	Positive	Yes
26	Male	Single	Employee	10001 to 25000	Graduate	2	12.9217	77.5936	560,041	No	Negative	No
31	Female	Married	House wife	No Income	Graduate	5	13.0078	77.5577	560,055	Yes	Positive	Yes
27	Female	Married	Self Employeed	25001 to 50000	Graduate	3	13.0078	77.5577	560,055	Yes	Positive	Yes
21	Female	Single	Student	No Income	Post Graduate	1	12.9217	77.5936	560,041	Yes	Positive	Yes
23	Female	Single	Student	No Income	Graduate	2	12.9105	77.4842	560,060	No	Positive	No
26	Male	Married	Employee	10001 to 25000	Graduate	4	12.9105	77.4842	560,060	No	Positive	No
32	Male	Married	Employee	More than 50000	Graduate	5	12.9037	77.5376	560,061	Yes	Positive	Yes
25	Female	Married	Student	No Income	Post Graduate	2	12.8834	77.5486	560,062	Yes	Positive	Yes
28	Male	Single	Self Employeed	10001 to 25000	Post Graduate	2	12.9149	77.5635	560,070	Yes	Positive	Yes
21	Female	Single	Student	No Income	Post Graduate	3	12.9149	77.5635	560,070	Yes	Positive	Yes
24	Male	Single	Student	No Income	Post Graduate	2	12.9706	77.6529	560,075	Yes	Positive	Yes
26	Female	Married	Self Employeed	10001 to 25000	Graduate	5	12.9706	77.6529	560,075	No	Negative	No
32	Male	Married	Employee	25001 to 50000	Graduate	3	12.9706	77.6529	560,075	Yes	Positive	Yes
29	Male	Single	Self Employeed	More than 50000	Graduate	6	12.8845	77.6036	560,076	Yes	Positive	Yes
21	Male	Single	Student	No Income	Graduate	5	12.9783	77.6408	560,038	Yes	Positive	Yes
24	Female	Single	Self Employeed	25001 to 50000	Post Graduate	3	13.0103	77.5796	560,080	No	Negative	No
26	Male	Prefer not to say	Self Employeed	More than 50000	Post Graduate	2	13.0103	77.5796	560,080	Yes	Positive	Yes
25	Male	Married	Employee	More than 50000	Ph.D	3	12.9306	77.5434	560,085	Yes	Positive	Yes
29	Male	Single	Employee	25001 to 50000	Graduate	3	13.0641	77.5931	560,092	No	Negative	No
22	Male	Single	Student	No Income	Graduate	3	13.0158	77.539	560,096	Yes	Positive	Yes
24	Male	Single	Student	No Income	Graduate	2	12.9561	77.5921	560,027	Yes	Positive	Yes
27	Male	Married	Employee	25001 to 50000	Graduate	2	12.8845	77.6036	560,076	Yes	Positive	Yes
23	Female	Single	Student	No Income	Post Graduate	3	12.9369	77.6407	560,095	No	Positive	No
32	Male	Married	Employee	More than 50000	Post Graduate	6	12.9369	77.6407	560,095	Yes	Positive	Yes
22	Female	Single	Student	No Income	Graduate	2	12.9369	77.6407	560,095	Yes	Positive	Yes
28	Male	Married	Employee	25001 to 50000	Graduate	3	12.9369	77.6407	560,095	Yes	Positive	Yes
23	Female	Single	Student	No Income	Post Graduate	2	13.0158	77.539	560,096	Yes	Positive	Yes
30	Male	Married	Self Employeed	More than 50000	Graduate	1	13.0809	77.5565	560,097	No	Negative	No
21	Male	Single	Student	No Income	Graduate	3	13.0641	77.5931	560,092	Yes	Positive	Yes
26	Female	Married	Employee	Below Rs.10000	Graduate	6	12.9859	77.6713	560,093	No	Negative	No
25	Male	Single	Self Employeed	More than 50000	School	3	12.9859	77.6713	560,093	Yes	Positive	Yes
31	Male	Prefer not to say	Employee	Below Rs.10000	Graduate	1	12.9866	77.4904	560,091	No	Negative	No
23	Female	Single	Employee	25001 to 50000	Post Graduate	2	12.9847	77.5491	560,100	Yes	Positive	Yes
29	Female	Married	Employee	25001 to 50000	Ph.D	3	12.9847	77.5491	560,100	Yes	Positive	Yes
21	Male	Single	Student	No Income	Graduate	6	12.9847	77.5491	560,100	Yes	Positive	Yes
20	Male	Single	Student	No Income	Graduate	3	12.9299	77.6848	560,103	Yes	Positive	Yes
22	Male	Single	Employee	10001 to 25000	Graduate	2	12.9299	77.6848	560,103	Yes	Positive	Yes
30	Female	Married	House wife	No Income	School	6	12.9828	77.6131	560,042	No	Positive	No
27	Male	Married	Self Employeed	More than 50000	Graduate	3	12.989	77.5332	560,079	Yes	Positive	Yes
23	Male	Single	Student	No Income	Post Graduate	2	12.977	77.5773	560,009	No	Negative	No
30	Male	Married	Self Employeed	25001 to 50000	School	6	12.9251	77.4992	560,059	No	Negative	No
23	Male	Single	Student	No Income	Post Graduate	3	12.9967	77.7582	560,067	Yes	Positive	Yes
28	Female	Married	Employee	25001 to 50000	Post Graduate	6	12.9967	77.7582	560,067	No	Negative	No
30	Male	Married	Self Employeed	More than 50000	Graduate	6	12.9967	77.7582	560,067	Yes	Positive	Yes
24	Female	Married	Employee	25001 to 50000	Post Graduate	2	12.957	77.5637	560,018	Yes	Negative	Yes
21	Male	Single	Student	No Income	Graduate	2	12.957	77.5637	560,018	No	Negative	No
23	Female	Prefer not to say	Employee	10001 to 25000	Graduate	3	12.9889	77.5741	560,020	No	Negative	No
25	Male	Married	Self Employeed	More than 50000	Post Graduate	4	13.0206	77.6479	560,043	Yes	Positive	Yes
24	Female	Single	Employee	25001 to 50000	Graduate	2	12.8893	77.6399	560,068	Yes	Positive	Yes
26	Male	Married	Employee	10001 to 25000	Graduate	3	12.8893	77.6399	560,068	No	Negative	No
25	Female	Single	Employee	25001 to 50000	Post Graduate	2	12.9967	77.7582	560,067	Yes	Positive	Yes
22	Male	Single	Student	25001 to 50000	Graduate	3	12.9783	77.6408	560,038	Yes	Positive	Yes
26	Female	Single	Employee	25001 to 50000	Post Graduate	2	12.9783	77.6408	560,038	Yes	Positive	Yes
23	Male	Single	Employee	10001 to 25000	Graduate	2	12.9925	77.5633	560,021	Yes	Positive	Yes
21	Female	Single	Employee	Below Rs.10000	Graduate	2	12.9925	77.5633	560,021	No	Negative	No
25	Male	Married	Self Employeed	25001 to 50000	Graduate	3	12.9561	77.5921	560,027	Yes	Positive	Yes
24	Female	Married	Employee	10001 to 25000	Post Graduate	2	12.9561	77.5921	560,027	Yes	Positive	Yes
22	Male	Married	Student	No Income	Graduate	2	13.0734	77.5464	560,014	Yes	Positive	Yes
23	Female	Single	Student	No Income	Post Graduate	4	13.0487	77.5923	560,024	Yes	Positive	Yes
24	Male	Married	Employee	More than 50000	Post Graduate	3	12.9515	77.4921	560,056	Yes	Positive	Yes
22	Female	Single	Student	No Income	Graduate	2	12.9515	77.4921	560,056	Yes	Positive	Yes
30	Male	Married	Employee	More than 50000	Graduate	5	12.9719	77.5128	560,072	No	Negative	No
23	Female	Prefer not to say	Employee	10001 to 25000	Graduate	4	12.9048	77.6821	560,036	Yes	Positive	Yes
19	Male	Single	Student	No Income	Graduate	6	12.9048	77.6821	560,036	Yes	Positive	Yes
21	Female	Single	Student	No Income	Graduate	2	13.0103	77.5796	560,080	Yes	Positive	Yes
23	Male	Single	Student	No Income	Graduate	4	13.0103	77.5796	560,080	Yes	Positive	Yes
24	Female	Single	Employee	25001 to 50000	Graduate	3	12.8893	77.6399	560,068	Yes	Positive	Yes
26	Female	Married	Employee	10001 to 25000	Post Graduate	2	12.9828	77.6131	560,042	No	Positive	No
26	Female	Single	Student	No Income	Ph.D	2	12.9757	77.5586	560,023	Yes	Positive	Yes
25	Female	Single	Student	10001 to 25000	Graduate	2	12.9757	77.5586	560,023	Yes	Positive	Yes
28	Female	Married	Employee	25001 to 50000	Graduate	5	12.9757	77.5586	560,023	No	Negative	No
25	Female	Single	Student	No Income	Post Graduate	3	13.0734	77.5464	560,014	Yes	Positive	Yes
20	Female	Single	Student	No Income	Graduate	2	13.0734	77.5464	560,014	Yes	Positive	Yes
27	Female	Married	Self Employeed	More than 50000	Graduate	6	13.0734	77.5464	560,014	No	Positive	No
25	Female	Married	Employee	25001 to 50000	Graduate	3	13.0626	77.5284	560,015	No	Positive	No
24	Female	Single	Student	No Income	Post Graduate	5	13.0626	77.5284	560,015	No	Negative	No
25	Female	Married	Employee	More than 50000	Graduate	1	12.977	77.5773	560,009	No	Negative	No
25	Female	Prefer not to say	Employee	25001 to 50000	Post Graduate	3	12.998	77.6227	560,005	No	Negative	No
24	Female	Married	Student	Below Rs.10000	Ph.D	5	13.0626	77.5284	560,015	Yes	Positive	Yes
24	Male	Single	Student	No Income	Post Graduate	3	13.0626	77.5284	560,015	Yes	Positive	Yes
22	Male	Single	Employee	10001 to 25000	Graduate	1	13.0138	77.5877	560,006	Yes	Positive	Yes
28	Male	Single	Employee	25001 to 50000	Post Graduate	2	13.0138	77.5877	560,006	No	Negative	No
25	Female	Single	Employee	More than 50000	Post Graduate	6	13.014	77.5658	560,012	No	Negative	No

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