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
2,012	7	38	32	F	U	Perm	266,660.71875	4.569871	0	0	0.004033	12.493736	1.717372	0.000883
2,019	2	31	30	F	S	Perm	68,903.057617	0.052055	0	0	0.000022	11.14047	0.050745	0.000432
2,017	39	46	8	F	NS	Term	35,057.296875	0.128415	0	0	0.000081	10.464768	0.120814	0.000634
2,017	32	39	8	M	NS	Term	295,973.8125	1.178082	0	0	0.000535	12.59803	0.778445	0.000454
2,018	23	51	29	F	S	Term	12,602.739258	0.252055	0	0	0.000815	9.441749	0.224786	0.003233
2,016	38	40	3	M	NS	Term	315,847.09375	0.961749	0	0	0.000344	12.663017	0.673836	0.000358
2,016	30	36	7	M	NS	Term	44,146,932	38.672699	0	0	0.013065	17.603034	3.680663	0.000338
2,016	27	43	17	F	NS	Term	45,901.648438	0.918033	0	0	0.00064	10.734278	0.6513	0.000697
2,013	75	85	11	M	S	Perm	5,079.061035	0.408219	0	0	0.034877	8.533079	0.342326	0.085437
2,019	34	52	19	M	U	Term	634,520.5625	1.586301	0	0	0.004082	13.360627	0.950229	0.002573
2,019	29	58	30	M	NS	UL	17,260.274109	1.726027	0	0	0.005939	9.756221	1.002845	0.003441
2,019	17	20	4	M	U	VLSG	16,986.30127	0.339726	0	0	0.000284	9.740221	0.292465	0.000836
2,015	51	58	8	M	NS	ULSG	443,281.75	1.773127	0	0	0.00406	13.001963	1.019976	0.00229
2,018	42	55	14	M	NS	Term	324,425,162.664063	258.989045	0	0	0.530988	19.597565	5.560639	0.00205
2,018	39	44	6	F	S	Term	108,904.109375	0.906849	0	0	0.001117	11.598232	0.645452	0.001232
2,016	59	63	5	M	NS	ULSG	8,191,666.5	15.260791	0	0	0.045187	15.918628	2.788757	0.002961
2,018	55	61	7	M	S	Term	1,144,931.492188	4.126027	1	300,000	0.043025	13.950856	1.634331	0.010428
2,012	31	43	13	F	NS	Perm	2,715,108.25	99.128647	0	0	0.067379	14.814343	4.606456	0.00068
2,016	73	76	4	M	NS	Term	246,089	0.246089	0	0	0.002541	12.413453	0.22001	0.010324
2,018	28	41	14	M	NS	Term	26,035,336.550781	46.147947	0	0	0.036669	17.074965	3.85329	0.000795
2,018	17	23	7	M	NS	ULSG	133,150.6875	0.887671	0	0	0.000766	11.799244	0.635344	0.000863
2,013	42	56	15	M	NS	Term	351,480.59375	2.462751	0	0	0.005837	12.769913	1.242063	0.00237
2,019	17	75	59	M	U	Perm	375,210.230469	0.230137	0	0	0.005882	12.835244	0.207126	0.025557
2,012	78	81	4	M	NS	UL	15,024.920898	0.601093	0	0	0.010797	9.617532	0.470687	0.017962
2,015	69	86	18	M	NS	UL	3,893.445068	0.778689	0	0	0.062809	8.267306	0.575877	0.08066
2,014	58	67	10	M	NS	Perm	1,583,866.75	26.780821	0	0	0.168455	14.27538	3.324346	0.00629
2,017	64	68	5	M	NS	Perm	506,802.46875	3.723288	0	0	0.018269	13.135879	1.552505	0.004907
2,018	39	65	27	F	S	Term	122,260.273438	2.136986	0	0	0.030038	11.713916	1.143263	0.014056
2,019	45	80	36	F	NS	VLSG	25,260.273438	0.463014	0	0	0.013154	10.137028	0.380498	0.02841
2,013	19	21	3	M	NS	Term	546,301.4375	1.723288	0	0	0.001187	13.210928	1.00184	0.000689
2,016	23	25	3	M	S	Term	37,431.699219	0.374317	0	0	0.00019	10.5303	0.317957	0.000507
2,015	60	82	23	M	NS	ULSG	563,835.625	0.939726	0	0	0.046112	13.24252	0.662547	0.04907
2,012	27	42	16	F	NS	ULSG	362,640.15625	2.975342	0	0	0.001992	12.801169	1.380111	0.00067
2,015	36	40	5	M	NS	Term	251,366	0.502732	0	0	0.000221	12.434669	0.407285	0.00044
2,019	33	60	28	M	NS	VL	461,216.094727	7.30137	0	0	0.03046	13.041624	2.116421	0.004172
2,017	40	54	15	M	NS	Term	201,370	0.40274	0	0	0.000799	12.212904	0.338427	0.001984
2,015	49	65	17	M	NS	Term	13,356.165039	0.890411	0	0	0.005423	9.499808	0.636794	0.00609
2,014	74	82	9	F	NS	Perm	127,143.648438	0.70137	0	0	0.01912	11.753081	0.531434	0.02726
2,019	27	32	6	F	NS	VL	975,753.4375	6.30137	0	0	0.001236	13.790966	1.988062	0.000196
2,013	30	44	15	F	S	Term	383,024.5625	5.654793	0	0	0.009592	12.855857	1.895337	0.001696
2,017	42	59	18	M	NS	Term	14,199,802	26.36338	0	0	0.09318	16.468739	3.309206	0.003534
2,018	34	51	18	M	S	UL	4,191.780762	0.838356	0	0	0.003602	8.341119	0.608872	0.004297
2,017	52	58	7	M	NS	Perm	16,817,572	10.508474	0	0	0.021372	16.637935	2.443084	0.002034
2,013	59	63	5	M	NS	ULSG	1,816,020.75	2.934014	0	0	0.009302	14.412159	1.36966	0.00317
2,012	38	58	21	F	S	Perm	1,441,427.5	43.110203	0	0	0.288213	14.181145	3.786691	0.006685
2,018	43	49	7	F	NS	Term	950,684.9375	1.90137	0	0	0.001424	13.764939	1.065183	0.000749
2,014	52	62	11	M	NS	Perm	4,805,500.5	0.931508	0	0	0.003544	15.385272	0.658301	0.003804
2,013	26	31	6	M	NS	Term	879,452	1.758904	0	0	0.000445	13.687055	1.014833	0.000253
2,018	47	57	11	F	NS	Perm	134,246.578125	0.268493	0	0	0.000495	11.807441	0.23783	0.001843
2,012	22	26	5	M	NS	Perm	103,967.382813	1.893442	0	0	0.000753	11.551842	1.062447	0.000398
2,016	12	39	28	M	NS	ULSG	178,517.328125	2.380231	0	0	0.00395	12.092447	1.217944	0.001659
2,019	69	74	6	M	S	Perm	40,249.315491	3.476712	0	0	0.114609	10.602873	1.498889	0.032965
2,018	60	72	13	F	S	ULSG	1,607,397.28125	2.789041	0	0	0.067713	14.290127	1.332113	0.024278
2,014	36	36	1	M	NS	Term	942,602.8125	6.956165	0	0	0.00105	13.756401	2.073947	0.000151
2,016	48	52	5	M	NS	Term	33,960,292	27.732876	0	0	0.032516	17.340703	3.358042	0.001172
2,018	46	46	1	M	NS	Term	116,027.398438	0.663014	0	0	0.000267	11.66159	0.508631	0.000402
2,015	28	28	1	F	NS	Term	541,917.8125	1.969863	0	0	0.000138	13.202871	1.088516	0.00007
2,013	76	76	1	F	NS	ULSG	1,585,785.5	1.109245	0	0	0.003875	14.276591	0.74633	0.003493
2,012	8	30	23	M	U	VL	37,600	0.8	0	0	0.000701	10.534786	0.587787	0.000877
2,013	32	41	10	F	NS	Term	1,045,616.4375	3.720548	0	0	0.001916	13.860118	1.551925	0.000515
2,019	67	88	22	F	NS	UL	4,520.547852	0.041096	0	0	0.00337	8.41661	0.040274	0.082
2,018	50	67	18	M	NS	Term	61,780.820313	2.109589	0	0	0.015107	11.031364	1.134491	0.007161
2,014	31	40	10	F	S	Perm	156,776.984375	4.517808	0	0	0.005266	11.962586	1.707981	0.001166
2,018	24	40	17	F	NS	UL	118,160.714844	2.194521	0	0	0.001406	11.679809	1.161437	0.000641
2,015	76	78	3	F	NS	Term	20,000	0.2	0	0	0.001412	9.903538	0.182322	0.00706
2,019	19	29	11	M	S	VL	20,273.972656	0.20274	0	0	0.000156	9.917143	0.184602	0.00077
2,014	2	3	2	M	U	VLSG	1,908,356	7.227397	0	0	0.00073	14.461753	2.10747	0.000101
2,017	63	67	5	F	NS	Term	93,643.867188	1.723288	0	0	0.006452	11.447265	1.00184	0.003744
2,012	45	70	26	F	NS	UL	281,246.375	0.47541	0	0	0.003728	12.54699	0.388936	0.007842
2,013	36	45	10	M	NS	Perm	22,599.638672	0.854795	0	0	0.000701	10.025733	0.617774	0.00082
2,018	27	33	7	M	NS	UL	41,917.808594	0.279452	0	0	0.000085	10.64349	0.246432	0.000304
2,019	47	60	14	F	NS	VLSG	989,041.125	0.989041	0	0	0.002746	13.804492	0.687653	0.002776
2,015	55	69	15	F	NS	Term	121,233	0.484932	0	0	0.003123	11.705478	0.395369	0.00644
2,014	6	28	23	M	NS	UL	97,162.976563	0.386301	0	0	0.00033	11.484155	0.326639	0.000855
2,015	8	14	7	F	U	Perm	1,750,402.5	16.052052	0	0	0.001926	14.375357	2.836271	0.00012
2,018	59	65	7	M	NS	Other	4,869.753185	2.279452	0	0	0.010599	8.491004	1.187676	0.00465
2,017	8	32	25	M	S	Perm	308,279.46875	2.522989	0	0	0.002317	12.638765	1.25931	0.000918
2,019	45	70	26	M	NS	UL	237,452.0625	0.879452	0	0	0.010424	12.377725	0.63098	0.011853
2,014	65	76	12	F	NS	ULSG	362,898.5625	2.624657	0	0	0.037238	12.801881	1.28776	0.014188
2,016	45	57	13	F	S	UL	262,334.34375	1.032899	0	0	0.006188	12.477379	0.709463	0.005991
2,017	55	65	11	M	NS	UL	157,698.609375	1.219178	0	0	0.006091	11.968447	0.797137	0.004996
2,015	31	37	7	F	NS	VLSG	4,644.799805	0.046448	0	0	0.000015	8.443719	0.045402	0.00032
2,013	27	36	10	F	NS	Perm	4,400,104	34.685814	0	0	0.013308	15.297139	3.574753	0.000384
2,015	45	56	12	F	NS	VLSG	110,547.953125	1.761644	0	0	0.003012	11.613214	1.015826	0.00171
2,019	27	45	19	F	NS	ULSG	39,041.097656	0.780822	0	0	0.000651	10.572396	0.577075	0.000834
2,018	46	59	14	M	NS	Term	463,150.6875	1.50411	0	0	0.00481	13.04581	0.917933	0.003198
2,019	33	50	18	M	S	Term	645,397.260986	4.723288	0	0	0.0186	13.377623	1.744543	0.003938
2,015	60	71	12	M	NS	VLSG	19,739.695313	0.073973	0	0	0.000844	9.890438	0.071365	0.01141
2,019	42	80	39	M	U	Perm	568,673.587372	73.852053	3	45,747	3.20907	13.251064	4.315514	0.043453
2,014	62	97	36	M	U	Perm	9,445.251953	0.742465	0	0	0.189885	9.153373	0.555301	0.255749
2,016	12	27	16	M	U	Term	22,630.130859	1.89315	0	0	0.001637	10.027082	1.062346	0.000864
2,014	49	77	29	F	NS	VL	100,000	1	1	100,000	0.017906	11.512935	0.693147	0.017906
2,017	27	28	2	F	NS	UL	644,572.3125	0.949757	0	0	0.000113	13.376344	0.667705	0.000119
2,014	28	32	5	M	NS	Term	15,734,247	14.175343	0	0	0.003852	16.57135	2.719672	0.000272
2,015	39	57	19	F	NS	Term	340,164	0.680328	0	0	0.001585	12.737186	0.518989	0.00233
2,018	49	54	6	F	S	Perm	249,863.015625	0.832877	0	0	0.002742	12.428672	0.605887	0.003292
2,019	8	14	7	F	U	ULSG	298,712.330078	5.649315	0	0	0.000494	12.60724	1.894514	0.000087
2,017	36	68	33	M	U	Perm	660,006.6875	21.991608	0	0	0.265752	13.400007	3.135129	0.012084
2,019	41	53	13	M	NS	Term	4,424,657.4375	0.884932	0	0	0.001466	15.302704	0.633891	0.001657
2,013	31	41	11	M	NS	Term	4,986,331	4.12055	0	0	0.002713	15.422211	1.633262	0.000658

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