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
2,014	42	43	2	M	NS	ULSG	540,684.9375	4.115069	0	0	0.001615	13.200594	1.632191	0.000393
2,017	2	26	25	M	U	Perm	2,754,087	4.252055	0	0	0.003694	14.828597	1.658619	0.000869
2,019	40	50	11	M	NS	Term	591,780.8125	0.19726	0	0	0.00024	13.290893	0.180036	0.001218
2,013	48	55	8	M	NS	Term	313,698.5	0.627397	0	0	0.001074	12.656191	0.486982	0.001712
2,017	62	80	19	F	NS	VL	468,051.1875	0.473973	0	0	0.013595	13.056335	0.387961	0.028684
2,014	53	62	10	M	NS	VL	2,027,220	7.043837	0	0	0.026726	14.522176	2.084906	0.003794
2,014	54	61	8	M	NS	Term	1,164.375	0.046575	0	0	0.000139	7.060798	0.045523	0.002979
2,019	40	69	30	M	S	VL	87,123.289063	0.871233	0	0	0.021383	11.375091	0.626598	0.024543
2,019	30	45	16	M	NS	Term	19,459,177.390625	35.649315	0	0	0.03718	16.783829	3.601395	0.001043
2,018	37	44	8	F	NS	Term	1,539,041.125	0.879452	0	0	0.000459	14.246671	0.63098	0.000522
2,017	39	43	5	M	S	Term	10,637,544	19.817987	0	0	0.027001	16.1799	3.035817	0.001362
2,017	61	72	12	M	U	Perm	107,323.78125	8.695845	1	20,020	0.147579	11.583615	2.271697	0.016971
2,015	50	60	11	F	S	VLSG	15,751.298828	0.363388	0	0	0.0029	9.664742	0.309973	0.00798
2,015	17	44	28	M	S	Perm	350,800.4375	51.430134	1	7,561	0.109546	12.767976	3.959481	0.00213
2,018	35	52	18	F	S	Term	520,854.808594	3.487671	0	0	0.01217	13.163229	1.501334	0.003489
2,019	26	42	17	F	NS	Term	32,054.794922	0.213699	0	0	0.00014	10.375233	0.193672	0.000657
2,019	49	49	1	F	NS	Term	3,147,968.954102	5.632877	0	0	0.001437	14.962268	1.892039	0.000255
2,015	19	85	67	F	U	Perm	16,645.705078	1.213699	0	0	0.081779	9.719968	0.794665	0.06738
2,014	60	82	23	F	NS	ULSG	235,616.5	0.942466	0	0	0.033287	12.369965	0.663958	0.035319
2,019	43	59	17	F	S	Term	137,945.203125	2.758904	0	0	0.019703	11.834619	1.324127	0.007142
2,018	41	58	18	M	NS	UL	179,445.73999	6.509589	0	0	0.021584	12.097634	2.016181	0.003316
2,019	78	91	14	F	NS	UL	569,178.0625	0.936986	0	0	0.104402	13.25195	0.661133	0.111423
2,019	38	55	18	M	S	VLSG	180,495.890625	2.216438	0	0	0.013373	12.103469	1.168275	0.006033
2,018	45	55	11	M	NS	Term	2,086,887.683594	3.819178	0	0	0.007418	14.551185	1.572603	0.001942
2,015	50	58	9	M	NS	Term	33,916,836	26.536169	0	0	0.062095	17.339422	3.3155	0.00234
2,019	51	75	25	F	NS	ULSG	1,095.890381	0.010959	0	0	0.000159	7.000235	0.010899	0.01447
2,014	35	40	6	F	NS	Term	4,571,094	3.843834	0	0	0.001506	15.335263	1.577707	0.000392
2,013	49	52	4	F	NS	Term	2,189,839.25	16.728769	0	0	0.01537	14.599339	2.875189	0.000919
2,013	47	51	5	F	NS	Term	489,119.75	1.827164	0	0	0.001568	13.100365	1.039274	0.000858
2,015	47	50	4	M	NS	VL	161,862.96875	0.956164	0	0	0.000861	11.994512	0.670985	0.0009
2,017	31	59	29	F	NS	Term	237,538.75	0.950155	0	0	0.002739	12.37809	0.667909	0.002882
2,019	23	49	27	F	NS	UL	144,613.171875	0.964384	0	0	0.001069	11.881825	0.675178	0.001109
2,012	74	94	21	F	NS	Perm	3,621,335	2	2	3,811,208	0.314145	15.102354	1.098612	0.157072
2,015	30	31	2	F	NS	ULSG	1,710,959	3.421918	0	0	0.000445	14.352565	1.486574	0.00013
2,017	49	60	12	F	NS	Perm	1,550,087	2.594521	0	0	0.00645	14.253822	1.279411	0.002486
2,017	45	71	27	F	NS	Perm	64,491.152344	1.210959	0	0	0.010927	11.074299	0.793426	0.009023
2,012	29	35	7	M	NS	Term	105,273.976563	1.789041	0	0	0.00062	11.564331	1.025698	0.000347
2,018	48	68	21	F	NS	Term	1,497,534.1875	1.00274	0	0	0.006296	14.219331	0.694516	0.006279
2,019	48	71	24	F	U	VL	34,326.027344	0.512329	0	0	0.00673	10.443688	0.413651	0.013136
2,013	61	64	4	M	NS	VL	348,521.21875	0.873973	0	0	0.002549	12.761457	0.628061	0.002917
2,019	47	56	10	M	NS	Term	43,356.164063	0.613699	0	0	0.001256	10.677227	0.478529	0.002047
2,013	42	56	15	M	NS	Term	1,064,110	2.057535	0	0	0.005148	13.87765	1.117609	0.002502
2,015	75	82	8	M	NS	UL	11,643.849609	0.465754	0	0	0.015365	9.362619	0.38237	0.03299
2,017	29	47	19	M	S	Perm	983,298.6875	7.156016	0	0	0.022467	13.798669	2.098756	0.00314
2,016	17	29	13	F	U	Perm	2,248,496	79.300285	0	0	0.029201	14.625773	4.385773	0.000368
2,019	42	59	18	F	NS	Term	1,692,876.75	6.391781	0	0	0.016742	14.34194	2.000369	0.002619
2,017	69	86	18	F	NS	UL	1,835.61499	0.367123	0	0	0.022006	7.515679	0.312709	0.059943
2,015	46	54	9	F	NS	Term	2,431,507.5	0.972603	0	0	0.001235	14.704022	0.679354	0.00127
2,018	33	45	13	M	NS	Term	352,602.75	0.912329	0	0	0.00077	12.7731	0.648322	0.000844
2,017	36	39	4	M	NS	UL	63,493.148438	2.120548	0	0	0.000796	11.058703	1.138009	0.000375
2,014	43	54	12	F	S	Perm	1,314,141.75	0.841096	0	0	0.003558	14.088695	0.610361	0.00423
2,013	33	37	5	F	NS	Term	5,002,409	36.332829	0	0	0.010638	15.42543	3.619873	0.000293
2,019	52	89	38	M	U	Perm	462,751.091797	13.865754	3	80,376	1.861495	13.044947	2.69906	0.134251
2,013	59	77	19	M	NS	Term	51,164.398438	0.682192	0	0	0.018415	10.842819	0.520098	0.026993
2,017	54	55	2	M	NS	Term	9,983,399	0.59726	0	0	0.000643	16.116434	0.46829	0.001076
2,014	35	37	3	M	NS	Term	663,367.5	0.783562	0	0	0.000229	13.405086	0.578612	0.000292
2,014	29	32	4	M	S	Term	307,534.34375	2.490412	0	0	0.001379	12.636345	1.25002	0.000554
2,012	18	35	18	M	U	Perm	1,774,254	123.51741	0	0	0.120877	14.388891	4.824446	0.000979
2,017	1	20	20	M	U	Perm	4,834,318.5	332.760956	0	0	0.282231	15.391251	5.810425	0.000848
2,016	55	66	12	F	NS	Term	852,459	0.852459	0	0	0.003427	13.655882	0.616514	0.004021
2,016	55	66	12	F	NS	Term	852,459	0.852459	0	0	0.003427	13.655882	0.616514	0.004021
2,015	39	52	14	F	NS	UL	263,416.46875	4.600884	0	0	0.006303	12.481495	1.722924	0.00137
2,017	41	47	7	M	NS	Term	2,071,785.25	6.755317	0	0	0.005402	14.543922	2.048379	0.0008
2,012	28	34	7	F	S	Perm	83,988.898438	0.739726	0	0	0.000383	11.338452	0.553728	0.000517
2,019	30	40	11	F	NS	Term	1,301,369.875	1.30137	0	0	0.000664	14.078929	0.833505	0.00051
2,018	17	40	24	M	NS	Perm	12,054.794922	0.120548	0	0	0.000214	9.397301	0.113818	0.001776
2,018	13	82	70	M	U	Perm	16,151.177948	8.813699	1	1,000	0.480372	9.68981	2.283779	0.054503
2,019	39	49	11	M	S	Term	521,917.8125	0.69589	0	0	0.002015	13.165267	0.528208	0.002895
2,015	21	27	7	M	U	Perm	70,157.5	5.808221	0	0	0.003311	11.158512	1.918131	0.00057
2,019	54	70	17	F	NS	VL	564,384.054688	1.928767	0	0	0.013339	13.243492	1.074582	0.006916
2,013	25	25	1	F	NS	ULSG	27,123.300781	0.361644	0	0	0.000037	10.208185	0.308693	0.000101
2,018	16	20	5	F	U	Perm	5,077,168.234375	17.487671	0	0	0.004649	15.440264	2.917104	0.000266
2,014	40	62	23	M	NS	Term	171,232.75	0.684931	0	0	0.003364	12.050785	0.521725	0.004911
2,014	37	42	6	F	NS	Term	16,712.300781	0.167123	0	0	0.000082	9.72396	0.154542	0.000492
2,015	24	36	13	M	NS	UL	926,027	0.926027	0	0	0.000491	13.73866	0.655459	0.00053
2,019	10	10	1	M	U	UL	356,514.5625	2.30411	0	0	0.000177	12.784133	1.195167	0.000077
2,018	75	82	8	F	NS	ULSG	67,294.523438	0.205479	0	0	0.005116	11.116849	0.186877	0.024899
2,018	46	59	14	M	NS	Perm	152,608.832764	5.443836	0	0	0.017409	11.93564	1.863124	0.003198
2,018	32	46	15	M	NS	ULSG	288,904.113281	2.49589	0	0	0.00262	12.573854	1.251588	0.00105
2,018	54	56	3	F	NS	Term	2,031,506.875	3.449315	0	0	0.003978	14.524289	1.49275	0.001153
2,013	27	35	9	F	NS	Term	52,603,692	99.706848	0	0	0.032214	17.778297	4.612214	0.000323
2,014	62	79	18	M	NS	Term	664,383.5	1.328767	0	0	0.042499	13.406616	0.845339	0.031984
2,019	47	54	8	F	NS	Term	853,698.625	2.904109	0	0	0.003447	13.657335	1.36203	0.001187
2,018	44	58	15	M	NS	Term	3,705,890.5	3.186301	0	0	0.009064	15.125434	1.431818	0.002845
2,017	40	47	8	M	S	Term	119,863	0.479452	0	0	0.000999	11.694113	0.391672	0.002083
2,016	36	48	13	F	S	Term	217,213	0.868852	0	0	0.002023	12.288638	0.625324	0.002329
2,017	41	48	8	F	NS	Term	27,671.199219	0.553424	0	0	0.000417	10.228184	0.440462	0.000753
2,014	61	68	8	F	NS	ULSG	379,813.28125	6.59452	0	0	0.027366	12.847438	2.027427	0.00415
2,014	54	60	7	F	NS	Term	336,986.0625	1.180821	0	0	0.002432	12.7278	0.779701	0.00206
2,018	44	45	2	M	NS	UL	17,808.21875	0.035616	0	0	0.000016	9.787472	0.034997	0.000451
2,013	47	65	19	M	NS	ULSG	112,450.15625	3.328766	0	0	0.020871	11.630274	1.465283	0.00627
2,017	56	68	13	M	NS	Term	2,268,495	0.252055	0	0	0.001926	14.634628	0.224786	0.007642
2,012	32	35	4	M	NS	VLSG	2,887,700.75	10.802836	0	0	0.002973	14.875972	2.46834	0.000275
2,012	69	73	5	M	NS	VL	347,950.8125	0.773224	1	450,000	0.007039	12.759819	0.572799	0.009103
2,017	12	14	3	M	U	Term	2,383.560059	0.476712	0	0	0.000112	7.77677	0.389818	0.000235
2,018	75	97	23	F	NS	UL	588,561.65625	1.712329	1	325,000	0.36249	13.285439	0.997808	0.211694
2,013	49	55	7	M	NS	Term	3,655,821.75	26.917812	0	0	0.045532	15.111832	3.329265	0.001692
2,012	58	63	6	M	NS	Term	7,168,299.5	25.379799	0	0	0.083308	15.785179	3.272599	0.003282
2,012	27	29	3	M	NS	VL	58,197.28125	0.581967	0	0	0.000131	10.971611	0.458669	0.000224
2,018	38	55	18	F	S	ULSG	13,808.21875	0.09863	0	0	0.00047	9.533092	0.094064	0.004761

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