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	57	60	4	M	NS	UL	2,739,562.328125	9.512329	0	0	0.021047	14.823309	2.352549	0.002213
2,012	28	33	6	M	S	Term	297,302.90625	2.393794	0	0	0.001635	12.60251	1.221948	0.000683
2,014	38	49	12	M	NS	Term	287,123.34375	1.893151	0	0	0.002305	12.567671	1.062346	0.001218
2,018	45	46	2	M	S	Term	8,209,958.6875	6.978082	0	0	0.008214	15.920859	2.076698	0.001177
2,016	1	18	18	M	U	VL	3,177,397.5	12.007004	0	0	0.009172	14.971573	2.565488	0.000764
2,016	29	35	7	M	NS	Perm	6,929,561	11.981938	0	0	0.004048	15.751307	2.563559	0.000338
2,018	38	50	13	M	S	UL	1,342,156.355469	9.906849	0	0	0.033626	14.109789	2.389391	0.003394
2,017	44	63	20	M	NS	Term	177,791.703125	1.777917	0	0	0.009215	12.088374	1.021701	0.005183
2,013	27	36	10	M	S	VL	45,616.398438	0.912328	0	0	0.000896	10.728044	0.648321	0.000983
2,012	40	76	37	M	U	Perm	3,899,617.5	270.822632	9	127,230	8.516924	15.176389	5.60515	0.031448
2,013	51	65	15	F	NS	UL	832,877	0.832877	0	0	0.003532	13.632642	0.605887	0.00424
2,012	24	39	16	M	NS	Perm	3,267,287	24.403334	0	0	0.017662	14.999471	3.23488	0.000724
2,018	42	58	17	F	NS	Term	4,791,572.664063	24.224657	0	0	0.054205	15.382369	3.227822	0.002238
2,015	39	60	22	M	NS	Term	898,725.875	6.983561	0	0	0.028493	13.708734	2.077385	0.00408
2,015	31	46	16	F	U	Perm	15,720.561523	0.413699	0	0	0.000467	9.662788	0.34621	0.00113
2,015	65	71	7	F	S	UL	2,830,600	0.70765	0	0	0.015073	14.856	0.535118	0.0213
2,018	53	67	15	M	NS	UL	170,113.682617	0.676712	0	0	0.004926	12.044228	0.516835	0.007279
2,018	59	59	1	F	NS	Perm	551,656	0.90411	0	0	0.00033	13.220682	0.644014	0.000365
2,018	47	58	12	M	NS	Term	621,301.375	4.857534	0	0	0.013247	13.339573	1.767729	0.002727
2,019	29	48	20	M	NS	Term	9,064,111.121094	31.717809	0	0	0.042045	16.019833	3.48792	0.001326
2,012	39	49	11	M	NS	UL	466,925.5625	7.606558	0	0	0.00884	13.053927	2.152524	0.001162
2,018	37	46	10	F	S	Term	170,684.9375	1.021918	0	0	0.001864	12.047581	0.704046	0.001824
2,018	18	37	20	F	NS	Term	162,465.75	1.624658	0	0	0.001233	11.998229	0.96495	0.000759
2,013	38	58	21	F	NS	VL	637,671.25	3.679451	0	0	0.009622	13.36558	1.543181	0.002615
2,018	45	59	15	F	S	Term	195,890.40625	0.783562	0	0	0.005546	12.185316	0.578612	0.007077
2,014	34	72	39	M	U	UL	24,603.666016	1.523287	0	0	0.028454	10.110691	0.925562	0.018679
2,013	67	70	4	M	S	UL	138,876.8125	1.186302	0	0	0.025065	11.84135	0.782212	0.021129
2,018	58	60	3	M	NS	ULSG	945,205.5	0.315068	0	0	0.000652	13.759159	0.273889	0.00207
2,013	61	76	16	M	NS	Term	17,260.300781	0.172603	0	0	0.003642	9.756222	0.159226	0.021098
2,016	70	78	9	M	NS	Term	583,561.5	0.778082	0	0	0.016034	13.276907	0.575535	0.020608
2,016	34	44	11	F	NS	Term	731,986.625	2.589042	0	0	0.001546	13.503519	1.277885	0.000597
2,014	65	93	29	F	U	UL	116,206.179688	4.232876	0	0	0.651392	11.66313	1.654961	0.153889
2,012	45	58	14	F	NS	Term	1,019,283	1.019283	0	0	0.002409	13.834611	0.702743	0.002364
2,019	41	58	18	F	NS	Term	9,927,802.644531	62.252055	0	0	0.148398	16.11085	4.147128	0.002384
2,013	65	73	9	F	NS	Term	248,906.84375	4.630137	0	0	0.034827	12.424838	1.728134	0.007522
2,013	67	71	5	F	S	UL	80,547.953125	0.230137	0	0	0.0049	11.29662	0.207126	0.021293
2,016	13	90	78	F	U	Perm	6,433.122559	5.53174	0	0	0.658924	8.769371	1.876673	0.119117
2,017	49	58	10	F	NS	Term	13,774,599	25.13699	0	0	0.045811	16.438337	3.263352	0.001822
2,013	30	46	17	F	NS	VLSG	158,904	0.158904	0	0	0.000133	11.976062	0.147475	0.000838
2,017	36	52	17	M	S	Term	206,849.5	0.413699	0	0	0.001911	12.239752	0.34621	0.00462
2,013	46	46	1	M	NS	Term	30,209,000	54.07946	0	0	0.022458	17.22365	4.008777	0.000415
2,015	39	46	8	F	NS	VLSG	14,828,481	26.59726	0	0	0.017022	16.51206	3.317716	0.00064
2,019	41	56	16	F	NS	VL	489,958.90625	1.29589	0	0	0.002479	13.102079	0.831121	0.001913
2,013	6	31	26	M	U	Perm	296,892.6875	52.273972	0	0	0.046594	12.601129	3.975448	0.000891
2,018	48	56	9	M	NS	Other	51.189041	0.073973	0	0	0.000138	3.954873	0.071364	0.001864
2,018	28	49	22	M	S	Perm	54,192.773438	2.920548	0	0	0.010916	10.900321	1.366231	0.003738
2,012	43	60	18	M	U	UL	709,886.3125	4.185793	0	0	0.023255	13.472862	1.645923	0.005556
2,012	54	64	11	F	NS	Perm	24,246.599609	0.484932	0	0	0.001737	10.096073	0.395369	0.003581
2,018	53	54	2	M	NS	UL	186,986.296875	0.747945	0	0	0.000763	12.138796	0.558441	0.00102
2,019	5	24	20	F	S	UL	5,310.890625	0.753425	0	0	0.000266	8.577703	0.561571	0.000353
2,013	13	21	9	F	U	Term	18,835.625	0.753425	0	0	0.000213	9.843558	0.561571	0.000283
2,018	52	61	10	F	S	Perm	86,808.158325	5.717808	0	0	0.049767	11.371467	1.904762	0.008704
2,018	25	38	14	F	U	Term	53,087.38678	4.016438	0	0	0.002732	10.879713	1.61272	0.00068
2,016	27	31	5	M	NS	UL	15,438.365234	0.775343	0	0	0.000193	9.644676	0.573994	0.000248
2,017	43	56	14	F	NS	ULSG	1,258,952.375	4.355911	0	0	0.007895	14.045791	1.678201	0.001813
2,019	21	27	7	M	NS	Term	7,104,155.746094	24.049315	0	0	0.010783	15.776191	3.220846	0.000448
2,012	65	66	2	M	NS	UL	5,479.5	0.010959	0	0	0.000034	8.608952	0.010899	0.003109
2,018	68	82	15	M	NS	UL	4,292.53418	0.671233	0	0	0.028288	8.364865	0.513562	0.042143
2,016	54	64	11	F	NS	Perm	1,639,586.75	5.372752	0	0	0.018126	14.309955	1.852031	0.003374
2,019	19	49	31	F	NS	Perm	1,200,000	0.8	0	0	0.000855	13.997833	0.587787	0.001069
2,014	19	31	13	F	NS	Term	1,369.900024	0.013699	0	0	0.000005	7.223223	0.013606	0.000332
2,013	52	62	11	F	NS	Term	3,374,704.75	12.780801	0	0	0.038325	15.031819	2.623276	0.002999
2,018	54	54	1	F	NS	VLSG	183,460.28125	0.605479	0	0	0.000185	12.119759	0.473422	0.000306
2,018	46	67	22	M	NS	VLSG	1,633,465.78125	2.6	0	0	0.02043	14.306215	1.280934	0.007858
2,019	52	65	14	F	NS	Term	80,273.96875	0.80274	0	0	0.003189	11.293213	0.589308	0.003973
2,012	48	61	14	M	NS	Term	435,895.1875	7.571346	0	0	0.030101	12.985159	2.148425	0.003976
2,014	8	21	14	F	U	VL	1,411,239	12.260273	0	0	0.003449	14.159979	2.584773	0.000281
2,017	51	72	22	M	S	Perm	238,458.078125	2.032876	0	0	0.070908	12.381953	1.109511	0.03488
2,015	42	60	19	M	NS	VLSG	74,931.523438	2.997261	0	0	0.012798	11.224343	1.385609	0.00427
2,018	50	70	21	F	NS	Perm	218,397.556641	5.271233	0	0	0.040165	12.294077	1.835973	0.00762
2,019	28	42	15	M	NS	VL	598,194.541016	1.482192	0	0	0.001257	13.301673	0.909142	0.000848
2,019	66	87	22	F	NS	Perm	8,744.109314	1.534247	1	7,600	0.103569	9.07625	0.929896	0.067505
2,016	59	62	4	F	NS	Term	1,972,669.25	7.568344	0	0	0.017324	14.494899	2.148074	0.002289
2,018	15	54	40	F	U	Other	467.586304	0.79726	0	0	0.001886	6.14972	0.586263	0.002366
2,017	25	38	14	F	NS	Term	111,506.851563	2.230137	0	0	0.001127	11.62185	1.172525	0.000505
2,014	42	52	11	F	NS	Term	775,479.5625	2.734247	0	0	0.003489	13.561238	1.317546	0.001276
2,012	73	73	1	M	NS	UL	117,784.101563	0.441096	0	0	0.001484	11.676617	0.365404	0.003364
2,017	40	44	5	M	S	Term	142,876.625	1.024657	0	0	0.001517	11.869744	0.7054	0.001481
2,013	71	90	20	M	NS	ULSG	25,506.845703	0.728767	0	0	0.100625	10.146741	0.547408	0.138075
2,015	67	69	3	F	NS	Term	1,136,613	0.980875	0	0	0.003306	13.943564	0.683539	0.00337
2,019	42	59	18	M	NS	ULSG	840,048.265625	13.769863	0	0	0.051002	13.641216	2.692589	0.003704
2,019	71	75	5	M	NS	Perm	491,971.186523	6.972603	1	50,338	0.068303	13.106177	2.076011	0.009796
2,013	19	38	20	M	NS	VLSG	53,912.136719	2.156164	0	0	0.002271	10.895129	1.149357	0.001053
2,018	38	65	28	F	S	VL	156,167.234375	1.10411	0	0	0.01552	11.958689	0.743892	0.014056
2,019	35	52	18	M	NS	Term	286,712.328125	1.09589	0	0	0.001859	12.566238	0.739978	0.001696
2,014	25	42	18	M	NS	Term	542,870.25	3.873973	0	0	0.00386	13.204627	1.583909	0.000996
2,012	25	32	8	M	NS	Term	212,841.5	2.128415	0	0	0.000694	12.268308	1.140527	0.000326
2,014	35	60	26	F	NS	Perm	20,222,096	312.580811	0	0	0.951673	16.822286	5.748057	0.003045
2,015	38	49	12	M	NS	Term	26,934,826	22.656542	0	0	0.026055	17.108931	3.16364	0.00115
2,019	55	61	7	F	NS	ULSG	2,638,171.646484	5.030137	0	0	0.0113	14.785597	1.79677	0.002246
2,014	43	83	41	M	U	UL	23,764.980469	0.20274	0	0	0.012769	10.07601	0.184602	0.062982
2,019	39	45	7	F	S	Term	43,287.671875	0.19726	0	0	0.000259	10.675646	0.180036	0.001315
2,019	21	22	2	F	NS	Term	164,383.5625	0.328767	0	0	0.000068	12.009964	0.284252	0.000206
2,016	51	66	16	M	NS	UL	290,505.40625	2.666666	0	0	0.017885	12.579381	1.299283	0.006707
2,019	32	42	11	M	NS	Term	275,616.4375	1.046575	0	0	0.000724	12.526769	0.716168	0.000692
2,016	45	48	4	M	NS	Term	5,469,745	20.382843	0	0	0.016202	15.514743	3.062589	0.000795
2,019	42	71	30	M	NS	Term	27,134.246094	0.89589	0	0	0.011955	10.208589	0.639689	0.013344
2,016	50	63	14	M	NS	Term	4,369,823.5	14.434323	0	0	0.066404	15.290233	2.736594	0.0046
2,019	28	46	19	F	NS	Perm	5,496,416.228516	40.057534	0	0	0.034974	15.519607	3.714974	0.000873
2,018	58	65	8	M	NS	ULSG	2,010,882.125	1.260274	0	0	0.005872	14.514085	0.815486	0.00466

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