Split (1)

train · 132k rows

Observation_Year int64 2.01k 2.02k	Issue_Age int64 0 100	Attained_Age int64 0 119	Duration int64 1 95	Sex stringclasses 2 values	Smoker_Status stringclasses 3 values	Insurance_Plan stringclasses 7 values	Amount_Exposed float64 0.17 666M	Policies_Exposed float64 0 10.9k	Death_Count int64 0 112	Death_Claim_Amount float64 0 15M	ExpDth_VBT2015wMI_Cnt float64 0 135	Log_Amount_Exposed float64 0.15 20.3	Log_Policies_Exposed float64 0 9.29	Expected_Mortality_Rate float64 0 0.5
2,019	31	50	20	M	NS	Term	1,057,534.25	2.115069	0	0	0.003299	13.871452	1.136251	0.00156
2,019	33	58	26	F	S	VL	99,332.723633	1.972603	0	0	0.012752	11.50624	1.089438	0.006465
2,014	68	80	13	F	NS	Term	30,411	0.30411	0	0	0.007111	10.322593	0.265521	0.023382
2,012	36	39	4	F	NS	UL	535,168.75	19.953844	0	0	0.006883	13.190339	3.042322	0.000345
2,016	35	43	9	F	NS	UL	191,234.921875	0.855191	0	0	0.000443	12.161263	0.617988	0.000518
2,012	32	33	2	M	NS	Term	1,943,447.75	14.677775	0	0	0.002244	14.479975	2.752244	0.000153
2,012	35	42	8	M	NS	Term	24,422,002	43.807529	0	0	0.027687	17.010995	3.802376	0.000632
2,015	53	56	4	F	NS	Term	1,112,158.25	2.185792	0	0	0.002863	13.921814	1.158701	0.00131
2,016	28	42	15	M	NS	Term	832,877	1.665754	0	0	0.00149	13.632642	0.980487	0.000894
2,019	52	55	4	M	NS	Term	8,364,383.5	2.515069	0	0	0.003481	15.939493	1.257059	0.001384
2,015	58	73	16	F	NS	Term	409.799988	0.002732	0	0	0.000027	6.018106	0.002728	0.01004
2,016	58	61	4	F	NS	UL	265,068.5	1.060274	0	0	0.001973	12.487747	0.722839	0.001861
2,019	18	41	24	F	NS	Perm	189,450.125	3.369863	0	0	0.002876	12.151886	1.474732	0.000853
2,015	36	69	34	M	U	Perm	2,417,757.75	73.208557	2	81,304	0.986119	14.698352	4.306879	0.01347
2,015	25	29	5	F	NS	Term	99,453.554688	3.759563	0	0	0.000639	11.507456	1.560156	0.00017
2,019	61	68	8	M	NS	Term	2,626,164.402344	9.224658	0	0	0.056196	14.781035	2.324802	0.006092
2,015	26	41	16	M	S	Term	371,835.78125	2.852056	0	0	0.005818	12.82621	1.348607	0.00204
2,013	55	63	9	F	NS	Term	427,398	0.142466	0	0	0.000424	12.965473	0.133189	0.002978
2,012	50	58	9	F	S	UL	66,543.5	1.33087	0	0	0.008357	11.105626	0.846242	0.00628
2,016	34	35	2	F	S	Term	232,240	0.23224	0	0	0.000086	12.355531	0.208834	0.000368
2,013	55	62	8	M	NS	Term	10,921,922	20.401197	0	0	0.069018	16.206283	3.063447	0.003383
2,018	57	73	17	F	S	Term	411,780.828125	4.117808	0	0	0.111013	12.928249	1.632726	0.026959
2,016	54	78	25	F	S	Perm	308,373.46875	9.095847	2	75,025	0.382642	12.63907	2.312124	0.042068
2,017	52	52	1	F	NS	Perm	53,424.648438	1.068493	0	0	0.000307	10.886046	0.72682	0.000287
2,019	58	60	3	M	NS	Term	7,123.287598	0.142466	0	0	0.000293	8.871265	0.133189	0.002057
2,013	22	41	20	F	NS	UL	2,984,812.5	26.180824	0	0	0.022204	14.909048	3.302512	0.000848
2,015	46	47	2	M	NS	Term	320,548.0625	2.747946	0	0	0.001401	12.677791	1.321208	0.00051
2,014	64	78	15	F	S	Term	56,986.300781	0.569863	0	0	0.023259	10.950584	0.450988	0.040815
2,018	42	48	7	M	NS	Term	4,104,693.75	3.353425	0	0	0.002829	15.227642	1.470963	0.000844
2,018	49	69	21	F	NS	Term	2,860,673.999756	21.863014	1	100,000	0.15064	14.866568	3.12952	0.00689
2,015	26	37	12	F	NS	Term	5,614,594	37.374081	0	0	0.015697	15.54088	3.647382	0.00042
2,017	66	68	3	M	NS	Term	1,496,448.25	2.698376	0	0	0.010496	14.218606	1.307894	0.00389
2,017	55	56	2	F	NS	UL	188,526	0.062842	0	0	0.000055	12.146997	0.060946	0.000872
2,017	59	61	3	F	S	UL	17,972.599609	1.030137	0	0	0.004989	9.796659	0.708103	0.004843
2,017	48	49	2	F	NS	UL	3,353,114.5	1.791781	0	0	0.00055	15.0254	1.02668	0.000307
2,017	7	46	40	F	U	Other	28,098.621094	0.660274	0	0	0.000824	10.243511	0.506983	0.001248
2,019	53	60	8	F	NS	UL	12,602.739258	0.126027	0	0	0.000271	9.441749	0.118696	0.002148
2,016	23	27	5	F	NS	ULSG	73,770.5	0.295082	0	0	0.00005	11.208728	0.258574	0.000169
2,014	32	60	29	M	NS	Term	887,671	0.887671	0	0	0.003824	13.696358	0.635344	0.004307
2,019	3	21	19	M	U	VLSG	1,574,748.640625	5.476712	0	0	0.004698	14.269607	1.868213	0.000858
2,015	67	68	2	F	NS	Term	95,205.5	0.380822	0	0	0.000838	11.463803	0.322679	0.0022
2,017	26	35	10	F	NS	Term	863,013.5	1.726027	0	0	0.000564	13.668187	1.002845	0.000327
2,015	25	29	5	M	NS	Perm	192,349.75	0.374317	0	0	0.000094	12.167076	0.317957	0.00025
2,016	23	34	12	M	NS	Term	4,449,764	8.447271	0	0	0.003945	15.308362	2.245726	0.000467
2,017	18	32	15	M	NS	Perm	3,684,429.5	26.295893	0	0	0.012981	15.119627	3.306736	0.000494
2,018	3	5	3	F	U	UL	578,291.25	4.775343	0	0	0.000327	13.267835	1.753598	0.000069
2,019	41	58	18	F	S	Term	554,794.5	1.109589	0	0	0.007151	13.226355	0.746493	0.006445
2,014	36	36	1	M	NS	Term	13,093,057	44.608215	0	0	0.006734	16.387593	3.820088	0.000151
2,014	71	82	12	F	NS	Perm	23,512.34375	1.994521	0	0	0.061005	10.065323	1.096784	0.030586
2,012	13	15	3	F	NS	VL	13,079.839844	0.508399	0	0	0.000099	9.478904	0.411049	0.000194
2,018	50	83	34	M	NS	UL	4,891,510.348633	40.290411	0	0	2.198711	15.403012	3.72063	0.054572
2,017	30	42	13	M	NS	Perm	3,239,504	1.065754	0	0	0.000789	14.990931	0.725495	0.00074
2,017	41	56	16	F	NS	UL	135,587.25	4.273972	0	0	0.007874	11.817378	1.662784	0.001842
2,019	8	24	17	M	NS	Term	5,455.298828	0.213699	0	0	0.000183	8.604526	0.193672	0.000858
2,013	49	49	1	F	NS	Term	2,301,369	0.328767	0	0	0.000086	14.649015	0.284251	0.000263
2,014	5	15	11	F	U	UL	1,255,247.625	44.632885	0	0	0.008542	14.042844	3.820629	0.000191
2,017	31	37	7	M	S	Term	698,082.3125	5.81096	0	0	0.00545	13.456094	1.918533	0.000938
2,019	57	73	17	F	NS	Term	1,698.630127	0.084932	0	0	0.000906	7.438166	0.081517	0.010673
2,016	23	43	21	F	U	Perm	24,672.119141	1.497267	0	0	0.001609	10.11347	0.915197	0.001075
2,018	26	26	1	M	NS	Term	706,849.3125	0.235616	0	0	0.000055	13.468574	0.21157	0.000235
2,012	17	30	14	M	NS	ULSG	514,701	9.487719	0	0	0.008124	13.151343	2.350205	0.000856
2,018	63	97	35	M	U	Perm	10,000	1	1	10,000	0.245241	9.21044	0.693147	0.245241
2,016	25	30	6	M	NS	Term	3,553,937.5	6.484378	0	0	0.001675	15.083567	2.012818	0.000258
2,018	47	56	10	F	NS	Term	164,931.5	1.339726	0	0	0.002139	12.013292	0.850034	0.001597
2,015	25	25	1	M	NS	Term	3,759,384.25	32.208221	0	0	0.008696	15.139766	3.502797	0.00027
2,012	53	65	13	F	NS	Term	84,932	0.084932	0	0	0.000334	11.349618	0.081517	0.003936
2,012	53	65	13	F	NS	Term	84,932	0.084932	0	0	0.000348	11.349618	0.081517	0.004099
2,018	57	64	8	F	NS	Term	146,301.371094	1.463014	0	0	0.004831	11.893431	0.901386	0.003302
2,013	17	53	37	M	U	Perm	1,483,062.5	10.542464	0	0	0.031928	14.20962	2.446033	0.003029
2,012	38	54	17	M	NS	Term	5,664,135	4.989272	0	0	0.010579	15.549665	1.78997	0.00212
2,019	34	51	18	F	S	VLSG	237,633.8125	1.367123	0	0	0.004292	12.37849	0.861675	0.003139
2,014	19	22	4	F	NS	Term	387,671	0.775342	0	0	0.000203	12.867915	0.573993	0.000261
2,013	47	56	10	F	NS	Term	33,430.140625	0.980822	0	0	0.001545	10.417243	0.683512	0.001575
2,015	48	59	12	M	S	Term	206,967.296875	0.79235	0	0	0.007313	12.240321	0.583528	0.00923
2,017	27	29	3	M	NS	Term	226,575.25	1.832876	0	0	0.000398	12.330837	1.041292	0.000217
2,015	45	66	22	M	NS	UL	153,672.703125	9.69315	0	0	0.069306	11.942587	2.369603	0.00715
2,019	17	24	8	M	U	Term	446,712.34375	1.506849	0	0	0.001292	13.009672	0.919027	0.000858
2,017	34	53	20	M	NS	Term	118,767	0.465753	0	0	0.000929	11.684927	0.382369	0.001994
2,014	51	77	27	F	NS	Term	22,191.75	0.29589	0	0	0.005298	10.007521	0.259198	0.017906
2,014	9	18	10	F	S	VL	709,588.75	2.838355	0	0	0.000771	13.472442	1.345044	0.000272
2,014	53	59	7	M	NS	VL	862,603.1875	2.884933	0	0	0.006504	13.667711	1.357106	0.002254
2,019	18	45	28	F	NS	Term	200,684.9375	0.80274	0	0	0.000701	12.209496	0.589308	0.000873
2,018	39	55	17	M	NS	UL	245,136.984375	1.523288	0	0	0.003258	12.409577	0.925563	0.002139
2,018	43	44	2	M	S	Term	102,739.726563	0.013699	0	0	0.000015	11.539964	0.013606	0.001059
2,014	10	35	26	F	NS	UL	2,819,791.75	24.227398	0	0	0.01558	14.852174	3.227931	0.000643
2,013	67	74	8	M	NS	UL	31,643.849609	0.632877	0	0	0.007109	10.362331	0.490343	0.011233
2,017	64	70	7	M	NS	Term	1,200,000.5	0.693151	0	0	0.00492	13.997833	0.526591	0.007099
2,018	59	73	15	M	S	Perm	43,287.671875	0.865753	0	0	0.032621	10.675646	0.623665	0.037679
2,018	26	46	21	F	NS	VL	228,958.898438	1.767123	0	0	0.001637	12.341302	1.017808	0.000927
2,012	69	69	1	M	S	Term	118,852.5	0.79235	0	0	0.005662	11.685647	0.583528	0.007146
2,014	45	58	14	F	NS	Perm	1,512,330	0.50411	0	0	0.001125	14.229163	0.408201	0.002231
2,014	63	68	6	M	NS	ULSG	813,699	1.627398	0	0	0.009287	13.609347	0.965994	0.005706
2,015	37	47	11	F	NS	Term	1,026,912.625	8.224044	0	0	0.006661	13.842068	2.221814	0.00081
2,018	38	56	19	M	S	Term	100,217.808594	1.70137	0	0	0.010932	11.515111	0.993759	0.006425
2,014	41	70	30	F	NS	Other	184,794.453125	3.695889	0	0	0.028707	12.127005	1.546687	0.007767
2,017	51	68	18	M	NS	ULSG	99,726	0.99726	0	0	0.007886	11.510192	0.691776	0.007908
2,019	12	23	12	M	U	Perm	1,710,037.882813	16.164384	0	0	0.013865	14.352027	2.842837	0.000858
2,013	22	34	13	F	NS	Term	3,247,808.5	12.668494	0	0	0.004477	14.993491	2.615093	0.000353
2,016	50	62	13	M	NS	Term	24,383.550781	0.487671	0	0	0.00188	10.101705	0.397212	0.003855
2,012	2	31	30	M	NS	UL	395,569.4375	3.682191	0	0	0.003303	12.888084	1.543766	0.000897

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