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
2,017	23	25	3	F	S	Term	16,393.5	0.10929	0	0	0.000025	9.704701	0.10372	0.000228
2,015	17	31	15	F	NS	VL	720,611.875	2.363388	0	0	0.00104	13.487857	1.212949	0.00044
2,019	27	46	20	F	NS	UL	138,082.1875	0.460274	0	0	0.000415	11.835612	0.378624	0.000903
2,016	30	43	14	F	NS	Term	509,699.4375	1.863388	0	0	0.001261	13.141578	1.052006	0.000677
2,014	53	67	15	M	NS	Term	2,962,554.5	25.526031	0	0	0.178546	14.901563	3.278127	0.006995
2,019	30	39	10	M	S	Term	60,821.917969	0.608219	0	0	0.000759	11.015722	0.475127	0.001248
2,012	60	73	14	M	S	Term	248,630.25	0.331507	0	0	0.01296	12.423726	0.286311	0.039094
2,013	32	38	7	F	NS	Term	3,539,726	6.186301	0	0	0.002186	15.07956	1.972177	0.000353
2,015	23	47	25	F	NS	Term	61,643.800781	0.616438	0	0	0.000592	11.029144	0.480225	0.00096
2,017	52	70	19	M	NS	VL	7,217,696.5	11.298631	0	0	0.113333	15.792047	2.509488	0.010031
2,019	24	44	21	M	NS	Term	1,229,616.427734	4.287671	0	0	0.004932	14.022214	1.665378	0.00115
2,019	53	56	4	M	NS	Term	989,863.013672	7.345206	0	0	0.011455	13.805323	2.121687	0.00156
2,014	27	33	7	M	NS	Perm	6,824,835.5	0.534247	0	0	0.000161	15.736079	0.42804	0.000302
2,017	62	83	22	F	S	Term	6,224.536133	2.556165	0	0	0.193402	8.736415	1.268683	0.075661
2,018	31	53	23	F	NS	Term	3,600,685	12.915069	0	0	0.020369	15.096635	2.632972	0.001577
2,013	64	64	1	M	NS	UL	7,454,076.5	1.238356	0	0	0.002157	15.824272	0.805742	0.001742
2,016	42	53	12	M	NS	VL	11,450,262	9.172548	0	0	0.014947	16.253523	2.319693	0.00163
2,015	41	44	4	F	NS	Term	552,534.125	4.232876	0	0	0.001905	13.222272	1.654961	0.00045
2,017	47	60	14	F	NS	ULSG	673,973	0.673973	0	0	0.001796	13.420947	0.5152	0.002664
2,017	55	65	11	F	S	Term	2,740	0.00548	0	0	0.00007	7.916078	0.005465	0.012787
2,019	47	78	32	M	NS	Other	67,576.054688	3.841096	0	0	0.119769	11.121024	1.577141	0.031181
2,017	25	31	7	F	NS	Term	765,585	1.53117	0	0	0.000334	13.548397	0.928682	0.000218
2,012	53	60	8	M	NS	Term	796,917.5	7.71849	0	0	0.022031	13.588508	2.165446	0.002854
2,012	21	36	16	M	NS	Perm	129,032.265625	4.907716	0	0	0.003202	11.767826	1.776259	0.000652
2,015	34	44	11	F	U	UL	82,397.351563	1.515068	0	0	0.001197	11.319321	0.9223	0.00079
2,015	24	29	6	M	NS	Term	484,972.5	0.969945	0	0	0.000262	13.09185	0.678006	0.00027
2,017	47	57	11	M	NS	UL	83,828.546875	1.676571	0	0	0.003807	11.336541	0.984537	0.002271
2,014	29	34	6	M	S	UL	91,909.929688	0.942465	0	0	0.000664	11.428575	0.663958	0.000704
2,013	40	41	2	M	NS	ULSG	1,868,769.5	12.013699	0	0	0.003651	14.440791	2.566003	0.000304
2,019	39	43	5	M	NS	Term	2,904,377.25	0.380822	0	0	0.000197	14.88173	0.322679	0.000517
2,018	1	15	15	M	NS	Perm	1,140,753.289063	15.753425	0	0	0.004439	13.9472	2.818603	0.000282
2,015	62	77	16	M	NS	VL	65,625.273438	1.013699	0	0	0.023741	11.091731	0.699973	0.02342
2,018	4	14	11	M	S	ULSG	55,479.453125	0.443836	0	0	0.000082	10.923786	0.367303	0.000185
2,018	52	68	17	F	S	ULSG	18,493.150879	0.265753	0	0	0.004652	9.82521	0.235668	0.017506
2,019	62	76	15	M	NS	ULSG	65,753.421875	0.219178	0	0	0.004508	11.093682	0.198177	0.020566
2,016	39	72	34	F	NS	UL	495,437.875	17.451118	0	0	0.16725	13.113199	2.915125	0.009584
2,017	48	56	9	F	NS	VL	87,906.5	2.665754	0	0	0.004066	11.38404	1.299034	0.001525
2,013	26	39	14	M	NS	Term	983,562	0.983562	0	0	0.000687	13.798937	0.684894	0.000699
2,018	2	27	26	F	NS	Perm	99,085.249023	8.457534	0	0	0.002918	11.503746	2.246812	0.000345
2,013	44	51	8	F	NS	ULSG	641,476.1875	5.322981	0	0	0.005267	13.371529	1.844191	0.000989
2,013	28	33	6	M	S	Perm	464,268.65625	0.246575	0	0	0.00016	13.048221	0.2204	0.000648
2,018	28	53	26	F	NS	UL	1,061,470.299805	28.934246	0	0	0.048486	13.875167	3.399003	0.001676
2,019	44	47	4	M	NS	ULSG	2,219.177979	0.221918	0	0	0.000154	7.705343	0.200422	0.000692
2,019	56	66	11	M	NS	VL	216,438.359375	0.865753	0	0	0.005114	12.285066	0.623665	0.005907
2,018	35	46	12	M	NS	VLSG	1,237,454.984375	8.750685	0	0	0.007554	14.028568	2.277338	0.000863
2,014	50	66	17	M	NS	VLSG	493,728.84375	9.131508	0	0	0.060747	13.109744	2.31565	0.006652
2,012	39	61	23	M	S	UL	78,084.929688	5.544546	1	11,887	0.062229	11.265565	1.878632	0.011224
2,019	39	48	10	M	NS	Term	705,753.421143	4.093151	0	0	0.00403	13.467023	1.627897	0.000984
2,017	0	16	17	M	U	VL	1,139,642.25	4.035616	0	0	0.001942	13.946226	1.616536	0.000481
2,019	35	49	15	M	NS	Term	8,446,712.68457	7.668493	0	0	0.009792	15.949288	2.159695	0.001277
2,012	36	42	7	F	NS	UL	1,261,998.5	4.085254	0	0	0.002031	14.048208	1.626345	0.000497
2,015	43	60	18	F	NS	Term	1,014,915	17.948746	0	0	0.050256	13.830316	2.941738	0.0028
2,015	63	67	5	F	NS	UL	1,678.294556	0.312328	0	0	0.001181	7.426129	0.271803	0.00378
2,014	25	35	11	M	S	Term	88,356.148438	0.589041	0	0	0.000551	11.389142	0.463131	0.000936
2,016	48	64	17	M	S	VLSG	121,721.25	1.62295	0	0	0.024576	11.709497	0.9643	0.015143
2,017	31	57	27	M	U	UL	513,382.84375	8.441098	1	71,625	0.035752	13.148779	2.245072	0.004235
2,016	19	30	12	M	NS	Term	63,388	0.63388	0	0	0.000283	11.057046	0.490958	0.000447
2,019	60	63	4	F	NS	ULSG	4,273,972.5	0.854795	0	0	0.002046	15.268055	0.617774	0.002394
2,013	44	55	12	F	NS	Term	561,644	0.561644	0	0	0.00089	13.238625	0.445739	0.001585
2,018	49	62	14	M	S	Term	39,376.869141	1.536986	0	0	0.019631	10.580959	0.930977	0.012772
2,015	53	61	9	F	NS	Term	7,135,182.5	26.032867	0	0	0.065343	15.780549	3.297053	0.00251
2,019	43	71	29	M	NS	Perm	5,968.808105	0.167123	0	0	0.002095	8.69447	0.154542	0.012535
2,015	43	48	6	M	S	Perm	256,424.1875	4.508198	0	0	0.010008	12.454592	1.706237	0.00222
2,017	61	77	17	M	NS	Term	4,234.950195	0.084699	0	0	0.002037	8.351363	0.081303	0.02405
2,018	18	35	18	M	NS	Term	32,054.794922	0.320548	0	0	0.000239	10.375233	0.278047	0.000746
2,017	51	51	1	F	NS	Term	128,630.148438	5.145206	0	0	0.001427	11.764704	1.815672	0.000277
2,016	33	40	8	M	S	Term	605,333.875	1.918175	0	0	0.002363	13.313537	1.070958	0.001232
2,018	36	48	13	M	NS	Term	145,479.453125	0.969863	0	0	0.001075	11.887797	0.677964	0.001109
2,014	58	80	23	M	NS	VL	149,794.421875	0.665753	0	0	0.02731	11.917026	0.510277	0.041022
2,014	42	50	9	F	S	Term	228,485.15625	2.10137	0	0	0.005849	12.339231	1.131844	0.002783
2,014	13	28	16	F	U	VL	789,695.9375	14.786301	0	0	0.0052	13.579405	2.759143	0.000352
2,019	29	50	22	M	NS	Term	47,435.511719	2.630137	0	0	0.004563	10.767148	1.28927	0.001735
2,017	44	63	20	F	NS	Term	645,205.5	1.290411	0	0	0.00524	13.377326	0.828731	0.004061
2,019	21	30	10	F	NS	UL	43,150.683594	0.172603	0	0	0.000049	10.672477	0.159226	0.000284
2,016	51	69	19	M	S	Term	83,706.210938	5.087835	1	20,000	0.126081	11.33508	1.806292	0.024781
2,013	23	37	15	M	NS	Term	129,315	1.29315	0	0	0.000825	11.770014	0.829926	0.000638
2,018	35	46	12	M	S	VLSG	164,704.113281	1.082192	0	0	0.002474	12.011912	0.733421	0.002286
2,019	40	49	10	M	S	Term	3,331,002.726563	12.849315	0	0	0.034567	15.018784	2.628236	0.00269
2,019	57	66	10	F	NS	Term	257,808.21875	1.435616	0	0	0.005605	12.459975	0.8902	0.003904
2,016	43	52	10	F	S	Perm	328,839.28125	1.087432	0	0	0.003625	12.703327	0.735935	0.003334
2,015	54	63	10	F	S	UL	347,774.8125	3.468494	0	0	0.037945	12.759313	1.497051	0.01094
2,014	28	51	24	M	NS	Term	103,715.054688	7.852054	0	0	0.016279	11.549412	2.18065	0.002073
2,018	46	50	5	F	NS	ULSG	501,643.839844	3.652055	0	0	0.002844	13.125648	1.537309	0.000779
2,018	38	61	24	F	S	Term	33,095.890625	0.435616	0	0	0.004084	10.407195	0.361594	0.009374
2,012	34	46	13	F	NS	Term	398,630	1.59452	0	0	0.001326	12.895791	0.953402	0.000832
2,016	54	63	10	F	NS	VLSG	2,498,300.75	8.452198	0	0	0.025488	14.731122	2.246247	0.003016
2,017	33	77	45	M	U	Perm	2,184,285.5	16.200001	0	0	0.54795	14.5968	2.844909	0.033824
2,012	26	52	27	M	NS	VL	2,044,185.875	3.043716	0	0	0.006981	14.530511	1.397164	0.002294
2,016	62	72	11	F	NS	Term	378,356.3125	3.389042	0	0	0.025633	12.843594	1.479111	0.007564
2,013	74	75	2	M	NS	ULSG	1,522,740	2.695891	0	0	0.01521	14.236023	1.307222	0.005642
2,015	35	54	20	M	NS	VL	15,167,599	124.460892	0	0	0.28626	16.534672	4.831994	0.0023
2,017	40	59	20	F	NS	Term	2,342.459961	0.156164	0	0	0.000422	7.759384	0.145108	0.002704
2,018	68	84	17	M	NS	ULSG	28,493.150391	0.284932	0	0	0.016656	10.257454	0.250705	0.058456
2,019	35	42	8	F	NS	Term	24,021,917.875	22.032876	0	0	0.010591	16.994477	3.136923	0.000481
2,012	34	38	5	M	S	Term	168,767.21875	0.613699	0	0	0.000607	12.036282	0.478529	0.000989
2,019	53	68	16	F	NS	Term	129,041.09375	1.290411	0	0	0.007152	11.767894	0.828731	0.005543
2,018	40	55	16	M	NS	Term	239,726.022949	2.383562	0	0	0.00498	12.387256	1.218929	0.002089
2,012	41	48	8	M	NS	VL	17,486.349609	0.349727	0	0	0.000342	9.769233	0.299902	0.000979
2,013	56	84	29	F	NS	VL	26,374.066406	1.432876	0	0	0.065057	10.180174	0.889074	0.045403
2,015	35	76	42	M	U	Perm	66,730.203125	0.120219	0	0	0.003709	11.108428	0.113524	0.03085

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