QA: us_non_life 2009-2025

Ranks across the years

	name	name_short	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2009-val	2010-val	2011-val	2012-val	2013-val	2014-val	2015-val	2016-val	2017-val	2018-val	2019-val	2020-val	2021-val	2022-val	2023-val	2024-val	2025-val	2009->2010	2010->2011	2011->2012	2012->2013	2013->2014	2014->2015	2015->2016	2016->2017	2017->2018	2018->2019	2019->2020	2020->2021	2021->2022	2022->2023	2023->2024	2024->2025
0001591890	FG Nexus Inc	FG Nexu	NaN	NaN	NaN	NaN	NaN	4	5	5	11	11	1	1	NaN	NaN	4	4	1	NaN	NaN	NaN	NaN	NaN	119.18	111.17	105.38	97.88	98.61	154.88	156.20	NaN	NaN	115.40	120.18	141.31	NaN	NaN	NaN	NaN	NaN	1	0	6	0	-10	0	NaN	NaN	NaN	0	-3
0001584831	Oxbridge RE Holdings Ltd	Oxbridg	NaN	NaN	NaN	NaN	NaN	2	2	1	4	3	2	2	1	1	3	5	2	NaN	NaN	NaN	NaN	NaN	125.03	121.81	124.36	117.73	118.99	137.36	141.97	147.84	143.74	123.06	109.39	132.34	NaN	NaN	NaN	NaN	NaN	0	-1	3	-1	-1	0	-1	0	2	2	-3
0001448893	Essent Group Ltd	Essent	NaN	NaN	NaN	NaN	NaN	1	1	2	1	1	3	4	2	2	1	1	3	NaN	NaN	NaN	NaN	NaN	132.55	127.52	122.52	123.49	125.64	128.62	126.80	125.94	128.37	129.33	128.35	127.36	NaN	NaN	NaN	NaN	NaN	0	1	-1	0	2	1	-2	0	-1	0	2
0000876437	MGIC Investment CORP	MGIC In	NaN	25	NaN	44	39	38	15	9	5	4	5	8	4	3	2	2	4	NaN	82.78	NaN	76.20	80.26	84.14	96.25	100.15	109.23	114.55	120.76	117.12	118.82	125.32	126.89	128.32	126.79	NaN	NaN	NaN	-5	-1	-23	-6	-4	-1	1	3	-4	-1	-1	0	2
0000720858	Investors Title CO	Investo	NaN	NaN	1	1	2	3	3	3	2	2	4	5	NaN	NaN	NaN	3	5	NaN	NaN	119.61	119.37	119.63	121.30	119.44	119.42	123.00	123.07	124.41	123.58	NaN	NaN	NaN	125.37	123.96	NaN	NaN	0	1	1	0	0	-1	0	2	1	NaN	NaN	NaN	NaN	2
0000094344	Stewart Information Services CORP	Stewart	NaN	NaN	10	3	4	6	6	7	8	9	11	12	11	7	7	7	6	NaN	NaN	97.59	101.29	104.12	104.96	103.34	103.24	103.25	103.82	102.96	106.71	102.29	103.54	104.00	104.22	103.65	NaN	NaN	-7	1	2	0	1	1	1	2	1	-1	-4	0	0	-1
0000776867	White Mountains Insurance Group Ltd	White M	NaN	15	13	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	9	5	6	6	7	NaN	89.36	92.98	93.01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	131.53	107.93	106.76	106.56	104.43	103.49	NaN	-2	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	-4	1	0	1
0001273813	Assured Guaranty LTD	Assured	NaN	NaN	26	22	16	15	11	8	9	10	NaN	NaN	NaN	NaN	8	8	8	NaN	NaN	88.31	90.60	90.48	95.63	97.95	101.03	102.22	102.78	NaN	NaN	NaN	NaN	100.29	101.20	101.91	NaN	NaN	-4	-6	-1	-4	-3	1	1	NaN	NaN	NaN	NaN	NaN	0	0
0001681206	NI Holdings Inc	NI Hold	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	6	6	10	8	NaN	12	9	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	119.61	112.43	113.95	110.95	107.98	NaN	94.67	100.31	101.38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	0	4	-2	NaN	NaN	-3	0
0001371285	Trupanion INC	Trupani	NaN	NaN	NaN	NaN	NaN	5	4	4	10	5	10	6	5	8	10	10	10	NaN	NaN	NaN	NaN	NaN	112.56	115.54	106.83	100.25	113.10	106.45	121.21	112.70	100.17	94.99	95.52	97.07	NaN	NaN	NaN	NaN	NaN	-1	0	6	-5	5	-4	-1	3	2	0	0
0000020286	Cincinnati Financial CORP	Cincinn	NaN	11	14	15	14	16	19	19	13	17	16	17	14	12	13	11	11	NaN	91.95	92.34	92.98	92.98	93.88	93.25	93.37	95.73	93.98	96.60	97.85	99.06	93.54	93.58	94.11	94.79	NaN	3	1	-1	2	3	0	-6	4	-1	1	-3	-2	1	-2	0
0000049071	Humana INC	Humana	3	4	NaN	4	5	10	10	10	18	13	12	16	16	13	15	13	12	96.63	98.48	NaN	100.82	100.25	98.09	98.62	98.55	94.47	96.72	98.61	97.93	95.41	93.05	91.97	92.13	92.97	1	NaN	NaN	1	5	0	0	8	-5	-1	4	0	-3	2	-2	-1
0001156039	Elevance Health Inc	Elevanc	1	1	5	9	8	13	17	11	15	14	14	19	15	14	NaN	12	13	101.71	101.81	100.94	98.00	97.81	96.65	95.42	96.05	95.42	96.66	98.28	97.29	95.92	92.85	NaN	92.16	92.94	0	4	4	-1	5	4	-6	4	-1	0	5	-4	-1	NaN	NaN	1
0000731766	Unitedhealth Group INC	Unitedh	4	7	9	7	9	12	24	24	16	16	19	22	17	15	14	14	14	96.04	96.98	98.68	98.55	97.17	96.71	91.71	92.05	95.29	94.58	94.64	95.51	95.21	92.63	92.93	91.42	90.65	3	2	-2	2	3	12	0	-8	0	3	3	-5	-2	-1	0	0
0001669162	Kinsale Capital Group Inc	Kinsale	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	19	20	18	21	21	22	20	19	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	93.06	94.17	92.75	95.64	96.52	94.12	87.69	88.05	88.66	90.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	1	-2	3	0	1	-2	-1	-4
0000947484	ARCH Capital Group LTD	ARCH Ca	NaN	17	24	23	22	20	26	25	22	21	21	24	26	21	16	20	16	NaN	88.65	88.88	90.34	89.33	92.09	91.18	91.54	91.81	91.73	92.48	93.21	91.25	87.73	89.70	88.22	89.28	NaN	7	-1	-1	-2	6	-1	-3	-1	0	3	2	-5	-5	4	-4
0000896159	Chubb Ltd	Chubb L	7	19	22	20	17	24	32	28	25	24	22	27	27	25	23	23	17	86.44	88.11	89.57	90.88	90.39	90.66	89.68	90.52	90.90	90.20	91.79	92.50	91.11	86.85	87.65	87.41	88.62	12	3	-2	-3	7	8	-4	-3	-1	-2	5	0	-2	-2	0	-6
0001691421	Lemonade Inc	Lemonad	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	3	6	9	15	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	118.84	118.83	105.88	99.19	90.88	87.94	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	3	3	6	3
0001379041	Employers Holdings Inc	Employe	NaN	31	NaN	NaN	37	40	41	40	34	32	27	28	22	23	19	18	19	NaN	80.34	NaN	NaN	81.40	83.38	84.57	85.54	87.09	87.55	90.35	92.32	92.60	87.01	88.27	88.93	87.93	NaN	NaN	NaN	NaN	3	1	-1	-6	-2	-5	1	-6	1	-4	-1	1
0001096343	Markel Group INC	Markel	NaN	14	19	16	23	22	23	23	27	26	26	26	24	20	21	22	20	NaN	89.48	90.88	92.16	89.02	91.02	91.74	92.41	90.30	88.94	90.86	92.59	92.05	88.13	87.89	87.61	87.73	NaN	5	-3	7	-1	1	0	4	-1	0	0	-2	-4	1	1	-2
0000033992	Kingstone Companies INC	Kingsto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	37	49	51	43	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	91.26	86.82	78.64	77.74	81.07	86.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	12	2	-8	-22
0000004977	Aflac INC	Aflac I	12	32	43	41	41	43	46	NaN	NaN	44	44	44	40	38	39	31	22	77.64	78.43	79.85	80.39	79.44	81.80	81.56	NaN	NaN	82.16	84.28	85.75	85.75	82.28	81.52	84.16	86.57	20	11	-2	0	2	3	NaN	NaN	NaN	0	0	-4	-2	1	-8	-9
0001739940	Cigna Group	Cigna G	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	28	28	23	25	18	18	25	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	88.05	90.31	93.30	91.52	90.05	89.11	86.26	86.53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	-5	2	-7	0	7	-2
0000005272	American International Group INC	America	10	27	32	32	31	35	44	47	48	47	49	55	54	53	50	24	24	79.35	81.85	85.00	83.87	83.33	85.07	83.61	81.84	80.77	79.64	80.85	80.89	80.38	77.37	77.81	87.24	86.52	17	5	0	-1	4	9	3	1	-1	2	6	-1	-1	-3	-26	0
0001071739	Centene CORP	Centene	NaN	6	8	12	12	19	25	30	23	18	NaN	20	20	17	17	17	25	NaN	97.06	99.48	94.17	93.38	92.10	91.60	90.28	91.33	93.76	NaN	96.92	94.19	90.30	89.35	89.99	86.40	NaN	2	4	0	7	6	5	-7	-5	NaN	NaN	0	-3	0	0	8
0001179929	Molina Healthcare INC	Molina	NaN	NaN	3	8	20	34	36	41	46	NaN	29	41	39	27	22	21	26	NaN	NaN	101.66	98.06	89.74	85.89	86.54	85.37	81.74	NaN	90.12	86.74	85.96	85.46	87.74	87.69	86.28	NaN	NaN	5	12	14	2	5	5	NaN	NaN	12	-2	-12	-5	-1	5
0000899051	Allstate CORP	Allstat	11	29	39	35	35	37	43	46	42	NaN	41	40	34	39	41	41	27	79.25	80.52	81.70	82.67	82.30	84.72	83.89	83.55	84.26	NaN	85.69	87.94	88.29	81.95	81.15	81.86	85.95	18	10	-4	0	2	6	3	-4	NaN	NaN	-1	-6	5	2	0	-14
0001095073	Everest Group LTD	Everest	NaN	9	15	13	11	14	14	13	20	22	20	29	32	30	26	26	28	NaN	92.40	92.28	93.64	93.67	95.72	96.62	95.54	94.08	91.41	93.15	91.54	89.04	84.14	86.98	85.41	85.77	NaN	6	-2	-2	3	0	-1	7	2	-2	9	3	-2	-4	0	2
0000064996	Mercury General CORP	Mercury	NaN	5	4	6	7	11	13	15	21	25	24	25	23	29	31	30	29	NaN	98.30	101.58	100.61	98.32	97.85	96.84	94.72	93.36	89.92	91.18	93.08	92.26	85.41	83.84	84.38	85.76	NaN	-1	2	1	4	2	2	6	4	-1	1	-2	6	2	-1	-1
0000101199	United FIRE Group INC	United	NaN	NaN	35	NaN	28	NaN	38	39	36	23	25	33	28	24	29	32	30	NaN	NaN	84.27	NaN	84.48	NaN	85.94	86.17	86.29	91.16	91.09	89.83	90.71	86.92	85.06	84.02	85.50	NaN	NaN	NaN	NaN	NaN	NaN	1	-3	-13	2	8	-5	-4	5	3	-2
0000080661	Progressive CORP OH	Progres	6	18	25	26	24	28	33	35	33	35	34	34	33	32	30	28	31	88.40	88.63	88.56	88.75	86.95	88.53	87.97	87.29	87.39	85.97	87.86	89.52	88.45	83.84	84.43	84.79	85.29	12	7	1	-2	4	5	2	-2	2	-1	0	-1	-1	-2	-2	3
0000230557	Selective Insurance Group INC	Selecti	NaN	24	34	36	33	39	42	44	39	37	35	NaN	NaN	NaN	NaN	29	32	NaN	83.81	84.29	82.59	82.90	84.03	84.52	84.64	85.58	85.41	87.69	NaN	NaN	NaN	NaN	84.45	85.08	NaN	10	2	-3	6	3	2	-5	-2	-2	NaN	NaN	NaN	NaN	NaN	3
0000060086	Loews CORP	Loews C	5	13	16	NaN	NaN	21	27	27	24	27	33	39	NaN	31	32	33	33	88.82	89.94	91.41	NaN	NaN	91.64	90.74	90.81	91.07	88.56	88.88	88.02	NaN	84.00	83.63	83.94	84.63	8	3	NaN	NaN	NaN	6	0	-3	3	6	6	NaN	NaN	1	1	0
0001828105	Hippo Holdings Inc	Hippo H	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	10	24	27	34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	108.15	96.62	87.60	85.20	84.54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	14	3	7
0000086312	Travelers Companies INC	Travele	8	22	28	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37	35	34	35	35	35	86.41	86.03	86.71	87.37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	88.59	87.46	82.67	82.77	83.04	84.37	14	6	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-1	1	0	0
0000011544	Berkley W R CORP	Berkley	NaN	23	31	30	NaN	NaN	NaN	NaN	NaN	38	39	NaN	NaN	NaN	NaN	36	36	NaN	84.21	85.65	85.74	NaN	NaN	NaN	NaN	NaN	85.11	86.50	NaN	NaN	NaN	NaN	82.88	83.95	NaN	8	-1	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	0
0000874766	Hartford Insurance Group INC	Hartfor	13	34	45	42	45	47	51	NaN	NaN	NaN	38	36	NaN	35	33	37	37	76.29	76.65	77.53	77.48	76.21	77.84	77.83	NaN	NaN	NaN	86.54	88.62	NaN	82.66	82.86	82.67	83.94	21	11	-3	3	2	4	NaN	NaN	NaN	NaN	-2	NaN	NaN	-2	4	0
0000860748	Kemper Corp	Kemper	NaN	21	23	25	NaN	NaN	NaN	36	31	31	23	NaN	30	36	34	34	38	NaN	86.68	89.17	89.13	NaN	NaN	NaN	86.68	87.47	87.86	91.28	NaN	89.32	82.57	82.85	83.78	83.66	NaN	2	2	NaN	NaN	NaN	NaN	-5	0	-8	NaN	NaN	6	-2	0	4
0000074260	OLD Republic International CORP	OLD Rep	NaN	20	27	29	27	33	37	38	35	30	31	32	29	26	28	38	39	NaN	87.27	86.81	86.20	85.50	86.26	86.01	86.64	86.87	87.96	89.87	89.90	89.64	86.02	85.54	82.66	82.70	NaN	7	2	-2	6	4	1	-3	-5	1	1	-3	-3	2	10	1
0001576018	Siriuspoint Ltd	Siriusp	NaN	NaN	NaN	NaN	1	NaN	12	14	14	12	13	15	36	33	36	45	40	NaN	NaN	NaN	NaN	120.77	NaN	97.16	95.30	95.52	97.04	98.32	99.85	87.26	83.06	82.77	80.15	82.58	NaN	NaN	NaN	NaN	NaN	NaN	2	0	-2	1	2	21	-3	3	9	-5
0000891166	Universal Insurance Holdings Inc	Univers	NaN	NaN	38	34	32	31	31	17	26	29	30	35	41	50	44	49	41	NaN	NaN	82.72	83.43	83.08	86.65	90.05	93.51	90.44	88.00	90.04	88.93	85.61	77.62	79.68	78.47	82.20	NaN	NaN	-4	-2	-1	0	-14	9	3	1	5	6	9	-6	5	-8
0001214816	AXIS Capital Holdings LTD	AXIS Ca	NaN	10	17	19	19	27	30	29	40	41	40	43	42	40	38	40	42	NaN	92.37	91.26	91.47	89.97	90.22	90.16	90.48	85.44	84.57	85.80	85.91	84.98	81.77	81.70	81.98	82.05	NaN	7	2	0	8	3	-1	11	1	-1	3	-1	-2	-2	2	2
0000005513	Unum Group	Unum Gr	9	28	41	38	38	45	47	48	47	45	NaN	NaN	NaN	42	43	42	43	81.01	81.08	81.40	81.32	80.84	80.89	81.17	81.06	81.41	80.59	NaN	NaN	NaN	80.73	80.30	81.43	81.61	19	13	-3	0	7	2	1	-1	-2	NaN	NaN	NaN	NaN	1	-1	1
0000021175	CNA Financial CORP	CNA Fin	NaN	NaN	NaN	NaN	NaN	32	39	42	41	42	43	45	43	43	42	44	44	NaN	NaN	NaN	NaN	NaN	86.31	85.37	85.27	85.33	83.87	84.88	85.52	84.65	80.57	80.39	80.41	81.11	NaN	NaN	NaN	NaN	NaN	7	3	-1	1	1	2	-2	0	-1	2	0
0001832466	Alignment Healthcare Inc	Alignme	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	11	NaN	50	45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	104.32	94.64	NaN	78.25	80.63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	-5
0001267238	Assurant INC	Assuran	NaN	26	36	NaN	36	41	45	49	49	46	50	54	46	48	46	46	46	NaN	82.44	83.77	NaN	81.70	82.33	81.58	80.60	80.56	79.76	80.69	81.76	82.95	79.21	79.59	79.41	80.54	NaN	10	NaN	NaN	5	4	4	0	-3	4	4	-8	2	-2	0	0
0001072627	Kingsway Financial Services Inc	Kingswa	NaN	NaN	NaN	33	43	42	NaN	NaN	NaN	NaN	NaN	NaN	57	54	48	53	47	NaN	NaN	NaN	83.67	79.13	82.13	NaN	NaN	NaN	NaN	NaN	NaN	75.86	76.86	79.12	76.80	79.84	NaN	NaN	NaN	10	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-6	5	-6
0001042046	American Financial Group Inc	America	NaN	30	42	40	42	46	50	51	50	50	53	56	44	46	45	47	48	NaN	80.41	80.72	80.46	79.18	79.28	78.70	78.10	78.17	77.39	78.64	79.53	83.65	79.89	79.62	79.39	79.82	NaN	12	-2	2	4	4	1	-1	0	3	3	-12	2	-1	2	1
0001620459	James River Group Holdings Inc	James R	NaN	NaN	NaN	NaN	NaN	NaN	21	32	32	36	46	50	49	44	47	48	49	NaN	NaN	NaN	NaN	NaN	NaN	92.64	90.03	87.42	85.48	82.21	83.16	82.22	80.10	79.47	78.65	79.71	NaN	NaN	NaN	NaN	NaN	NaN	11	0	4	10	4	-1	-5	3	1	1
0000850141	Horace Mann Educators Corp De	Horace	NaN	NaN	40	37	40	44	49	50	NaN	48	51	53	52	52	53	52	50	NaN	NaN	81.67	82.25	79.97	81.06	80.41	79.97	NaN	79.64	80.61	81.78	80.94	77.51	77.04	77.04	77.60	NaN	NaN	-3	3	4	5	1	NaN	NaN	3	2	-1	0	1	-1	-2
0001331875	Fidelity National Financial Inc	Fidelit	NaN	3	2	2	3	7	NaN	NaN	6	8	9	49	47	51	52	54	51	NaN	98.99	102.26	103.55	106.22	104.00	NaN	NaN	106.55	106.87	107.68	83.63	82.47	77.60	77.29	76.75	76.68	NaN	-1	0	1	4	NaN	NaN	NaN	2	1	40	-2	4	1	2	-3
0001224608	CNO Financial Group Inc	CNO Fin	NaN	NaN	NaN	NaN	NaN	NaN	48	NaN	NaN	NaN	48	51	50	55	54	56	52	NaN	NaN	NaN	NaN	NaN	NaN	80.76	NaN	NaN	NaN	81.49	83.07	81.98	75.76	75.84	75.70	76.04	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-1	5	-1	2	-4
0001067983	Berkshire Hathaway INC	Berkshi	2	2	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	100.50	99.14	99.72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001126328	Principal Financial Group Inc	Princip	14	33	44	43	44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	56	57	55	NaN	NaN	76.21	76.87	77.54	77.37	76.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	77.22	75.60	75.60	NaN	NaN	19	11	-1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	-2	NaN	NaN
0000084246	RLI CORP	RLI COR	NaN	12	20	21	21	26	29	33	28	33	32	31	31	28	27	NaN	NaN	NaN	90.60	90.68	90.82	89.67	90.52	90.26	89.68	89.43	87.20	89.36	90.84	89.24	85.42	86.67	NaN	NaN	NaN	8	1	0	5	3	4	-5	5	-1	-1	0	-3	-1	NaN	NaN
0000944695	Hanover Insurance Group Inc	Hanover	NaN	16	33	31	30	36	40	45	43	34	36	38	38	41	NaN	NaN	NaN	NaN	88.89	84.60	84.45	83.48	84.79	84.76	84.24	83.90	86.20	87.11	88.06	86.31	81.44	NaN	NaN	NaN	NaN	17	-2	-1	6	4	5	-2	-9	2	2	0	3	NaN	NaN	NaN
0001472787	First American Financial Corp	First A	NaN	8	11	10	10	18	20	21	17	19	17	18	19	16	NaN	NaN	NaN	NaN	92.41	96.07	96.93	95.08	92.93	92.79	93.01	94.64	93.45	96.48	97.36	94.58	90.39	NaN	NaN	NaN	NaN	3	-1	0	8	2	1	-4	2	-2	1	1	-3	NaN	NaN	NaN
0000890926	Radian Group INC	Radian	NaN	NaN	37	39	34	NaN	7	6	7	7	7	11	6	4	5	NaN	NaN	NaN	NaN	83.21	80.96	82.46	NaN	100.34	103.61	105.30	108.08	112.50	108.86	108.62	108.12	109.09	NaN	NaN	NaN	NaN	2	-5	NaN	NaN	-1	1	0	0	4	-5	-2	1	NaN	NaN
0001018979	Amerisafe INC	Amerisa	NaN	NaN	18	18	15	23	28	31	29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	91.16	91.81	90.89	91.00	90.62	90.27	89.15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	-3	8	5	3	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001172052	Safety Insurance Group INC	Safety	NaN	NaN	6	5	6	8	16	12	12	15	15	14	12	9	11	NaN	NaN	NaN	NaN	100.85	100.68	98.74	98.94	95.86	95.76	96.30	95.87	97.60	100.61	100.65	97.18	94.80	NaN	NaN	NaN	NaN	-1	1	2	8	-4	0	3	0	-1	-2	-3	2	NaN	NaN
0001385613	Greenlight Capital RE LTD	Greenli	NaN	NaN	12	17	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	94.94	92.12	93.12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001400810	HCI Group Inc	HCI Gro	NaN	NaN	21	11	18	25	18	16	37	39	37	42	18	45	NaN	NaN	NaN	NaN	NaN	90.54	94.77	89.98	90.58	95.25	94.54	86.17	84.96	86.56	86.36	94.71	80.10	NaN	NaN	NaN	NaN	NaN	-10	7	7	-7	-2	21	2	-2	5	-24	27	NaN	NaN	NaN
0001401521	American Coastal Insurance Corp	America	NaN	NaN	30	24	25	17	22	37	30	NaN	NaN	52	53	58	40	39	NaN	NaN	NaN	86.32	89.75	86.36	93.71	92.04	86.66	88.00	NaN	NaN	82.55	80.78	75.55	81.35	82.04	NaN	NaN	NaN	-6	1	-8	5	15	-7	NaN	NaN	NaN	1	5	-18	-1	NaN
0001412100	Maiden Holdings Ltd	Maiden	NaN	NaN	29	27	26	29	35	43	45	49	47	47	45	37	37	55	NaN	NaN	NaN	86.37	87.62	86.16	86.85	86.57	85.24	83.47	78.78	81.74	84.39	83.47	82.56	82.41	76.20	NaN	NaN	NaN	-2	-1	3	6	8	2	4	-2	0	-2	-8	0	18	NaN
0000814585	MBIA INC	MBIA IN	NaN	NaN	NaN	NaN	29	30	34	26	NaN	NaN	52	57	58	59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	83.69	86.81	87.72	90.92	NaN	NaN	80.16	76.14	75.56	75.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	4	-8	NaN	NaN	NaN	5	1	1	NaN	NaN	NaN
0001598665	Heritage Insurance Holdings Inc	Heritag	NaN	NaN	NaN	NaN	NaN	9	9	18	44	40	42	46	48	NaN	NaN	57	NaN	NaN	NaN	NaN	NaN	NaN	98.25	98.96	93.38	83.82	84.66	85.36	85.48	82.34	NaN	NaN	75.60	NaN	NaN	NaN	NaN	NaN	NaN	0	9	26	-4	2	4	2	NaN	NaN	NaN	NaN
0001502292	Presurance Holdings Inc	Presura	NaN	NaN	NaN	NaN	NaN	NaN	8	22	38	43	45	48	51	56	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	99.84	92.64	85.74	82.92	83.22	83.82	81.61	75.61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	16	5	2	3	3	5	NaN	NaN	NaN
0001267395	Aspen Insurance Holdings LTD	Aspen I	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	88.82	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001761312	Palomar Holdings Inc	Palomar	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	13	13	19	25	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	109.23	105.77	99.77	89.19	87.53	90.14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	0	6	6	-9	NaN
0001788882	Root Inc	Root In	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	113.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001393726	Tiptree INC	Tiptree	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	55	47	49	51	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	80.02	79.40	77.91	77.73	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	2	2	NaN

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2009

Logs

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xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease" xlink:to="NetChangeInUnrealizedForeignCurrencyTranslationAndOtherChanges" xlink:title="calculation: OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease to OtherComprehensiveIncomeLossUnrealizedForeignCurrencyTranslationAndOtherChanges" use="optional" priority="0" order="41.0" weight="1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease" xlink:to="NetChangeInOtherThanTemporaryImpairmentsNotRecognizedInTheConsolidatedStatementOfIncome" xlink:title="calculation: OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease to NetChangeInOtherThanTemporaryImpairmentsNotRecognizedInTheConsolidatedStatementOfIncome" use="optional" priority="0" order="42.0" weight="1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease" xlink:to="OtherComprehensiveIncomeDefinedBenefitPlansAdjustmentNetOfTaxPeriodIncreaseDecrease" xlink:title="calculation: OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease to OtherComprehensiveIncomeDefinedBenefitPlansAdjustmentNetOfTaxPeriodIncreaseDecrease" order="43.0" weight="-1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease" xlink:to="ChangeInNetUnrealizedGainLossOnInvestmentSecuritiesHavingNoCreditLossesRecognizedInTheConsolidatedStatementOfIncome" xlink:title="calculation: OtherComprehensiveIncomeLossNetOfTaxPeriodIncreaseDecrease to ChangeInNetUnrealizedGainLossOnInvestmentSecuritiesHavingNoCreditLossesRecognizedInTheConsolidatedStatementOfIncome" order="44.0" weight="1.0"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="StockholdersEquityPeriodIncreaseDecrease" xlink:to="ConvertiblePreferredStockSavingsPlanRedemptionsDuringYear" xlink:title="calculation: StockholdersEquityPeriodIncreaseDecrease to RedemptionsOfConvertiblePreferredStock" use="optional" priority="0" order="413.0" weight="-1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="StockholdersEquityPeriodIncreaseDecrease" xlink:to="CommonStockAndAdditionalPaidInCapitalCompensationAmortizationUnderShareBasedPlansAndOtherChanges" xlink:title="calculation: StockholdersEquityPeriodIncreaseDecrease to CompensationAmortizationUnderShareBasedPlansAndOtherChanges" use="optional" priority="0" order="412.0" weight="1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="StockholdersEquityPeriodIncreaseDecrease" xlink:to="RetainedEarninsMinorityInterestAndOther" xlink:title="calculation: StockholdersEquityPeriodIncreaseDecrease to RetainedEarningsOtherChange" use="optional" priority="0" order="212.0" weight="-1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="StockholdersEquityPeriodIncreaseDecrease" xlink:to="TreasuryStockAtCostTreasurySharesAcquiredShareRepurchaseProgram" xlink:title="calculation: StockholdersEquityPeriodIncreaseDecrease to TreasuryStockAcquiredShareRepurchaseProgramValue" use="optional" priority="0" order="414.0" weight="-1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="StockholdersEquityPeriodIncreaseDecrease" xlink:to="TreasuryStockAtCostNetSharesAcquiredRelatedToEmployeeShareBasedCompensationPlans" xlink:title="calculation: StockholdersEquityPeriodIncreaseDecrease to TreasuryStockAcquiredNetSharesAcquiredRelatedToShareBasedCompensationPlansValue" use="optional" priority="0" order="415.0" weight="-1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"} {'element': 'b\'<link:calculationArc xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xbrli="http://www.xbrl.org/2003/instance" xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="StockholdersEquityPeriodIncreaseDecrease" xlink:to="CumulativeEffectOfAdoptionOfFSPFAS115-2" xlink:title="calculation: StockholdersEquityPeriodIncreaseDecrease to CumulativeEffectOfAdoptionOfFSPFAS115-2" use="optional" priority="0" order="461.0" weight="1"/>\\n \'', 'exception': "'http://xbrl.us/us-gaap/role/statement/StatementOfShareholdersEquityAndOtherComprehensiveIncome'"}
error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001267238 0001267238
warning	22 × The stock price does not exist	industry.us_generic	0000701221 0000020171 0001122304 0000775368 0000793547 0000862510 0000888919 0000911421 0000916085 0001054833 0001064863 0001079577 0001091748 0001127703 0001141719 0001165880 0001171500 0001195933 0001279363 0001289592 0001339553 0001348259
warning	22 × Excluding company: model target is nan	pre-agg	0000701221 0000020171 0001122304 0000775368 0000793547 0000862510 0000888919 0000911421 0001054833 0001064863 0001079577 0001091748 0001127703 0001141719 0001165880 0001171500 0001195933 0001267395 0001279363 0001289592 0001339553 0001348259
warning	11 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000701221 0000701221 0000060086 0000060086 0001067983 0001067983 0000074260 0000814585 0001071739 0001331875 0001472787
warning	10 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000020171 0000020171 0000874766 0000874766 0001067983 0001067983 0000074260 0000814585 0001042046 0001096343
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '14 of 14'} {'var_name': 'Revenues_Y2', 'zeros': '14 of 14'} {'var_name': 'Revenues_Y3', 'zeros': '14 of 14'} {'var_name': 'Revenues_Y4', 'zeros': '14 of 14'} {'var_name': 'Revenues_Y5', 'zeros': '14 of 14'} {'var_name': 'NetIncome', 'zeros': '14 of 14'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '14 of 14'}
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983
warning	1 × The stock_price does not exist	industry.us_generic	0001267395
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001067983. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001267238
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Revenues is zero	pre-agg	0000916085
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0000814585
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	46,275,125,300	292,019,150,000	601,165,000,000	0000049071	0000896159	0000005272
1	SeparateAccountAssets	0	0	0	93,417,925,000	150,394,000,000	0000004977	0000896159	0000874766
2	PremiumsReceivable	0	0	2,868,974,060	12,429,950,000	16,549,000,000	0000731766	0001156039	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	1,601,906,900	21,230,800,000	40,814,000,000	0000049071	0000086312	0000005272
4	ReinsuranceRecoverables	0	0	317,874,330	16,774,550,000	22,425,000,000	0000004977	0000080661	0000005272
5	IntangibleAssets	0	0	1,039,927,700	22,078,335,000	23,108,000,000	0000004977	0000874766	0000731766
6	AssetsCurrent	0	0	335,369,700	28,941,255,000	30,558,000,000	0000005272	0000896159	0001067983
7	AssetsNonCurrent	0	441,442,300	1,816,308,930	17,594,300,000	23,118,000,000	0001067983	0000896159	0000005272
8	remainder_Assets	-1,849,800,000	-1,735,530,000	2,817,378,000	144,756,200,000	266,561,000,000	0001156039	0000899051	0001067983
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	15,477,479,690	64,417,650,000	85,386,000,000	0000004977	0001126328	0000005272
10	PolicyholderContractDeposits	0	0	1,640,008,110	199,791,600,000	291,530,000,000	0000049071	0000005513	0000005272
11	LiabilitiesCurrent	0	0	0	17,294,955,000	22,163,000,000	0000004977	0000874766	0000731766
12	UnearnedPremiums	0	0	2,164,891,200	14,536,700,000	21,363,000,000	0000049071	0000060086	0000005272
13	ReinsurancePayable	0	0	0	1,656,350,000	3,295,000,000	0000004977	0000874766	0000896159
14	LongTermDebt	0	0	2,363,884,120	9,991,600,000	10,951,000,000	0000004977	0000005513	0000731766
15	remainder_Liabilities	-12,499,000,000	-9,137,785,000	13,067,068,320	227,191,050,000	349,497,000,000	0000731766	0000086312	0000005272
16	PolicyholderBenefitsAndClaims	0	0	10,608,274,030	62,784,550,000	65,289,000,000	0000874766	0000004977	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	3,186,966,700	15,513,000,000	20,674,000,000	0001067983	0000086312	0000005272
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	3,048,400,000	4,754,000,000	0000005272	0000874766	0000899051
19	remainder_Expenses	-28,500,000	424,810,000	3,553,798,700	53,249,250,000	104,479,000,000	0000005513	0001156039	0001067983
20	PremiumsEarned	0	2,437,890,000	15,525,356,100	69,816,550,000	79,315,000,000	0001067983	0000004977	0000731766
21	InvestmentIncome	0	0	1,206,104,280	9,820,600,000	18,385,000,000	0000049071	0000004977	0000005272
22	InsuranceCommissionsAndFees	0	0	0	1,601,600,000	4,576,000,000	0000004977	0000731766	0000874766
23	remainder_Revenues	80,000,000	195,180,000	1,766,528,490	47,768,600,000	112,493,000,000	0000004977	0000896159	0001067983
24	Revenues_Y1	0	0	0	0	0	0000004977	0000731766	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000731766	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000731766	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000731766	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000731766	0000004977
29	remainder_NetIncome	-543,000,000	-191,350,000	0	154,000,000	427,000,000	0000005272	0000731766	0001067983
30	remainder_ComprehensiveNetIncome	0	0	1,183,439,040	16,629,500,000	22,733,000,000	0000004977	0000005513	0000005272

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	14,153,494,000	17,985,767,900	81,050,963,800	496,670,800,000	847,585,000,000	0000049071	0000004977	0000005272
1	Liabilities	8,377,491,000	12,227,576,850	67,023,588,800	450,377,450,000	748,550,000,000	0000049071	0000004977	0000005272
2	Expenses	8,203,400,000	8,876,150,000	23,328,889,000	105,632,250,000	107,774,000,000	0001126328	0000874766	0000005272
3	Revenues	8,849,100,000	9,656,335,000	24,690,527,300	101,775,150,000	112,493,000,000	0001126328	0000874766	0001067983
4	StockholdersEquity	5,748,600,000	5,766,411,950	18,782,804,900	111,897,500,000	135,785,000,000	0000080661	0000896159	0001067983
5	NetIncome	-12,313,000,000	-4,886,100,000	1,220,673,150	6,039,185,000	8,441,000,000	0000005272	0000060086	0001067983
6	ComprehensiveNetIncome	-946,500,000	88,430,000	2,082,812,750	8,716,337,500	15,112,500,000	0000005272	0000899051	0001067983
7	BaseVar	337,732,521,031	359,519,662,361	812,925,177,852	3,624,020,014,345	3,960,379,477,716	0000005513	0000049071	0000005272
8	EconomicCapitalRatiobeforeLimitedLiability	0.00613	0.00661	0.111	0.268	0.277	0001126328	0000896159	0001156039
9	EconomicCapitalRatio	0.762	0.763	0.864	1.01	1.02	0001126328	0000896159	0001156039

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.452	-0.420	0.0191	0.0721	0.0735	0000049071	0000004977	0000896159
1	SeparateAccountAssets	-0.299	-0.263	-0.0679	0.0188	0.0200	0000049071	0000005513	0000874766
2	PremiumsReceivable	-0.0849	-0.0775	-0.00199	0.0263	0.0534	0000049071	0000005272	0000060086
3	DeferredPolicyAcquisitionCosts	-0.102	-0.0831	-0.00562	0.0156	0.0205	0000049071	0000896159	0000004977
4	ReinsuranceRecoverables	-0.0857	-0.0698	-0.00822	0.0397	0.0494	0000049071	0001126328	0000086312
5	IntangibleAssets	-0.0242	-0.0165	-0.00446	0.157	0.169	0000080661	0000874766	0001156039
6	AssetsCurrent	-0.0345	-0.0217	-0.00660	0.218	0.233	0000080661	0000896159	0001156039
7	AssetsNonCurrent	-0.0862	-0.0693	-0.00689	0.0322	0.0872	0000049071	0000086312	0000060086
8	remainder_Assets	-0.216	-0.188	-0.0262	0.184	0.276	0000049071	0000874766	0001067983
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.374	-0.267	0.0198	0.249	0.269	0000005513	0000004977	0001156039
10	PolicyholderContractDeposits	-0.232	-0.230	0.108	0.264	0.277	0000874766	0000086312	0001156039
11	LiabilitiesCurrent	-0.253	-0.232	0.00595	0.0169	0.0215	0000731766	0000896159	0000080661
12	UnearnedPremiums	-0.0738	-0.0529	0.00305	0.150	0.187	0000080661	0001126328	0000049071
13	ReinsurancePayable	-0.0246	-0.00866	0.00231	0.0195	0.0248	0000896159	0000086312	0000049071
14	LongTermDebt	-0.0650	-0.0308	0.0000463	0.0627	0.104	0000060086	0001126328	0000049071
15	remainder_Liabilities	-0.379	-0.262	0.0470	0.287	0.297	0000004977	0000005513	0001156039
16	PolicyholderBenefitsAndClaims	-0.00553	-0.00478	0.000113	0.00574	0.00648	0001067983	0000899051	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00165	-0.00145	0.000160	0.00110	0.00125	0001067983	0000049071	0000005513
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000601	-0.000600	-0.000429	0.00145	0.00156	0000731766	0000874766	0000896159
19	remainder_Expenses	-0.00250	-0.00240	-0.00130	0.00833	0.0144	0000005513	0000899051	0001067983
20	PremiumsEarned	-0.00644	-0.00641	-0.00204	0.00694	0.00846	0000080661	0000899051	0001067983
21	InvestmentIncome	-0.00481	-0.00342	0.000413	0.00131	0.00138	0001126328	0001156039	0000060086
22	InsuranceCommissionsAndFees	-0.00284	-0.000908	0.000157	0.000200	0.000203	0000874766	0000086312	0001126328
23	remainder_Revenues	-0.0214	-0.0118	0.00153	0.00278	0.00307	0001067983	0000049071	0000874766
24	Revenues_Y1	0	0	0	0	0	0000004977	0000731766	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000731766	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000731766	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000731766	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000731766	0000004977
29	remainder_NetIncome	-0.000000357	-0.000000351	-0.000000318	0.0000470	0.0000501	0000080661	0000005513	0001067983
30	remainder_ComprehensiveNetIncome	-0.000991	-0.000956	-0.000195	0.00125	0.00125	0000080661	0000086312	0000005272

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.493	-0.470	0.0129	0.0681	0.0941	0000049071	0000004977	0000896159
1	Liabilities	-0.434	-0.381	0.0299	0.335	0.343	0001126328	0000899051	0001156039
2	Expenses	-0.00212	-0.00176	-0.000226	0.00262	0.00274	0001126328	0000004977	0000049071
3	Revenues	-0.00237	-0.00236	-0.000616	0.00458	0.00490	0001156039	0000004977	0000874766
4	StockholdersEquity	-0.508	-0.370	-0.00713	0.0881	0.111	0000049071	0001126328	0001067983
5	NetIncome	0	0	0	0	0	0000004977	0000731766	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000731766	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0000731766	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.107	-0.107	-0.00513	0.140	0.148	0001126328	0000896159	0001156039
9	EconomicCapitalRatio	-0.106	-0.105	-0.00338	0.142	0.149	0001126328	0000896159	0001156039

2010

Logs

error	3 × Negative Expenses, ignoring company.	pre-agg	0000814585 0001267395 0001363829
warning	48 × Excluding company: model target is nan	pre-agg	0000701221 0000020171 0000911421 0001079577 0000916085 0001054833 0001064863 0001122304 0001279363 0001339553 0000775368 0000793547 0000862510 0000888919 0001127703 0001141719 0001165880 0001171500 0001195933 0001267395 0001289592 0001348259 0001091748 0000911631 0000949156 0000008497 0000009346 0000097196 0000356130 0000792013 0000800457 0000819913 0000874977 0000881453 0000914748 0001065201 0001069996 0001162000 0001171662 0001267201 0001282543 0001301106 0001321268 0001347815 0001361025 0001365555 0001369817 0001494904
warning	45 × The stock price does not exist	industry.us_generic	0000701221 0000020171 0000911421 0001079577 0000916085 0001054833 0001064863 0001122304 0001279363 0001339553 0000775368 0000793547 0000862510 0000888919 0001127703 0001141719 0001165880 0001171500 0001195933 0001289592 0001348259 0001091748 0000911631 0000949156 0001363829 0000008497 0000009346 0000097196 0000356130 0000792013 0000819913 0000874977 0000881453 0000914748 0001045829 0001065201 0001069996 0001162000 0001267201 0001282543 0001301106 0001321268 0001347815 0001365555 0001369817
warning	17 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000701221 0000701221 0001071739 0000060086 0000060086 0001067983 0001067983 0000074260 0000074260 0000814585 0000814585 0001331875 0001331875 0001472787 0001472787 0000094344 0000850141
warning	16 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000020171 0000020171 0000874766 0001042046 0001042046 0001067983 0001067983 0001096343 0000074260 0000074260 0000814585 0000814585 0001267395 0001126328 0000949156 0001363829
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '34 of 34'} {'var_name': 'Revenues_Y2', 'zeros': '34 of 34'} {'var_name': 'Revenues_Y3', 'zeros': '34 of 34'} {'var_name': 'Revenues_Y4', 'zeros': '34 of 34'} {'var_name': 'Revenues_Y5', 'zeros': '34 of 34'} {'var_name': 'NetIncome', 'zeros': '34 of 34'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '34 of 34'}
warning	6 × Similarly named company. Duplicate?	None	0000874766 0001042046 0001472787 0001126328 0001214816 0000944695
warning	4 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000800457 0001171662 0001361025 0001494904
warning	4 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000911631
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000814585
warning	1 × The stock_price does not exist	industry.us_generic	0001267395
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001067983. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000011544. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000005513
warning	1 × Negative minimum value	check_abs_values	{'var_name': 'InvestmentIncome', 'min_value': np.float64(-7083000.0)}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Revenues is zero	pre-agg	0000916085
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0000814585
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001045829
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	9,500,938,440	111,162,200,000	410,412,000,000	0000049071	0000074260	0000005272
1	SeparateAccountAssets	0	0	0	59,725,155,000	159,742,000,000	0000004977	0001214816	0000874766
2	PremiumsReceivable	0	0	648,284,480	7,122,750,000	15,713,000,000	0000049071	0000004977	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	352,346,200	9,777,050,000	14,668,000,000	0000049071	0001214816	0000005272
4	ReinsuranceRecoverables	0	0	159,024,087	8,575,000,000	25,810,000,000	0000004977	0000776867	0000005272
5	IntangibleAssets	0	0	182,622,440	22,799,355,000	49,006,000,000	0000004977	0001042046	0001067983
6	AssetsCurrent	0	0	373,943,458	21,104,730,000	38,227,000,000	0000005272	0000020286	0001067983
7	AssetsNonCurrent	0	18,696,600	525,189,407	6,858,250,000	43,187,000,000	0000731766	0001472787	0000005272
8	remainder_Assets	-1,432,700,000	-535,115,300	1,327,620,943	84,877,295,000	284,996,000,000	0001156039	0001095073	0001067983
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	4,880,622,231	54,261,400,000	91,151,000,000	0000004977	0000049071	0000005272
10	PolicyholderContractDeposits	0	0	0	101,505,575,000	182,563,000,000	0000011544	0001071739	0000005272
11	LiabilitiesCurrent	0	0	0	8,637,331,900	23,700,000,000	0000004977	0001096343	0000731766
12	UnearnedPremiums	0	0	1,168,837,110	10,192,350,000	23,803,000,000	0000049071	0000004977	0000005272
13	ReinsurancePayable	0	0	0	421,500,000	3,282,000,000	0000004977	0001331875	0000896159
14	LongTermDebt	0	0	0	8,720,800,000	9,111,200,000	0000004977	0001379041	0001156039
15	remainder_Liabilities	-10,684,000,000	-4,716,073,900	4,178,607,250	108,979,800,000	271,643,000,000	0000731766	0001331875	0000005272
16	PolicyholderBenefitsAndClaims	0	199,038,450	2,281,720,501	45,258,385,000	68,841,000,000	0000874766	0000011544	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	586,414,534	10,740,110,000	15,820,000,000	0000074260	0000776867	0000005272
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	1,719,500,000	4,034,000,000	0000005272	0001267238	0000899051
19	remainder_Expenses	-20,700,000	9,092,200	940,418,868	9,780,500,000	104,654,000,000	0000005513	0001095073	0001067983
20	PremiumsEarned	0	0	3,122,465,320	50,109,610,000	85,405,000,000	0000074260	0000776867	0000731766
21	InvestmentIncome	-7,083,000	0	269,170,205	3,383,725,000	20,651,000,000	0000230557	0000944695	0000005272
22	InsuranceCommissionsAndFees	0	0	0	33,379,000	4,784,000,000	0000004977	0000896159	0000874766
23	remainder_Revenues	0	8,677,150	516,438,920	8,666,150,000	136,185,000,000	0000084246	0000080661	0001067983
24	Revenues_Y1	0	0	0	0	0	0000004977	0000876437	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000876437	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000876437	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000876437	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000876437	0000004977
29	remainder_NetIncome	-2,064,000,000	-9,457,000	0	13,832,900	50,000,000	0000005272	0001156039	0001067983
30	remainder_ComprehensiveNetIncome	-53,000,000	-13,160,000	9,798,847	1,977,250,000	2,262,000,000	0000060086	0000084246	0001067983

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	1,943,882,000	3,142,185,200	16,990,712,293	337,205,050,000	683,443,000,000	0001071739	0000011544	0000005272
1	Liabilities	1,146,827,000	2,168,682,450	11,944,075,408	240,354,000,000	569,770,000,000	0001071739	0001095073	0000005272
2	Expenses	352,805,000	1,134,027,550	4,322,136,822	73,727,950,000	122,741,000,000	0001379041	0001071739	0001067983
3	Revenues	415,604,000	1,192,539,650	4,714,998,265	83,199,900,000	136,185,000,000	0001379041	0000011544	0001067983
4	StockholdersEquity	490,116,000	795,067,350	4,907,098,328	56,571,800,000	162,934,000,000	0001379041	0000020286	0001067983
5	NetIncome	-363,735,000	51,354,350	530,691,920	6,516,650,000	13,494,000,000	0000876437	0001095073	0001067983
6	ComprehensiveNetIncome	-363,735,000	64,637,475	573,928,956	6,524,900,000	14,625,000,000	0000876437	0001095073	0001067983
7	BaseVar	14,917,888,748	39,761,867,501	157,296,080,880	2,830,647,051,976	4,260,944,370,821	0001379041	0001042046	0001067983
8	EconomicCapitalRatiobeforeLimitedLiability	0.0105	0.0229	0.134	0.247	0.278	0000874766	0000947484	0001156039
9	EconomicCapitalRatio	0.766	0.779	0.886	0.990	1.02	0000874766	0000947484	0001156039

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.446	-0.408	0.0230	0.126	0.145	0001071739	0000230557	0001095073
1	SeparateAccountAssets	-0.208	-0.168	-0.0370	0.0211	0.0290	0001071739	0000004977	0000874766
2	PremiumsReceivable	-0.0996	-0.0803	-0.000896	0.0193	0.0513	0000049071	0000899051	0000060086
3	DeferredPolicyAcquisitionCosts	-0.0867	-0.0660	-0.00284	0.0181	0.0288	0001071739	0001379041	0001267238
4	ReinsuranceRecoverables	-0.111	-0.0854	-0.00706	0.0429	0.0684	0001071739	0001126328	0001267238
5	IntangibleAssets	-0.0228	-0.00994	-0.00362	0.103	0.182	0000080661	0000944695	0001156039
6	AssetsCurrent	-0.0374	-0.0236	-0.00480	0.113	0.216	0000080661	0000004977	0000049071
7	AssetsNonCurrent	-0.0715	-0.0505	-0.00527	0.0149	0.0849	0000049071	0000004977	0000060086
8	remainder_Assets	-0.313	-0.249	-0.0497	0.119	0.237	0001071739	0000860748	0001067983
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.362	-0.240	0.0109	0.261	0.273	0000005513	0001267238	0001156039
10	PolicyholderContractDeposits	-0.295	-0.234	0.0646	0.232	0.262	0000874766	0000084246	0001156039
11	LiabilitiesCurrent	-0.287	-0.268	0.00371	0.0115	0.0131	0000731766	0000086312	0001331875
12	UnearnedPremiums	-0.0648	-0.0567	-0.00438	0.215	0.230	0001267238	0000074260	0000049071
13	ReinsurancePayable	-0.0231	-0.00663	0.00216	0.0209	0.0280	0000896159	0000004977	0001071739
14	LongTermDebt	-0.0667	-0.0390	0.00849	0.0397	0.0439	0000060086	0000876437	0001331875
15	remainder_Liabilities	-0.488	-0.310	0.0850	0.290	0.296	0001379041	0000086312	0000049071
16	PolicyholderBenefitsAndClaims	-0.00498	-0.00454	0.000239	0.00507	0.00573	0001331875	0000086312	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00216	-0.00211	-0.000479	0.00637	0.0145	0000860748	0001214816	0001472787
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000621	-0.000615	-0.000571	0.00227	0.00364	0000731766	0001042046	0000084246
19	remainder_Expenses	-0.00228	-0.00208	-0.00117	0.00422	0.0119	0000947484	0000011544	0001067983
20	PremiumsEarned	-0.00610	-0.00540	-0.00250	0.00732	0.00826	0000049071	0000011544	0000074260
21	InvestmentIncome	-0.00430	-0.00276	-0.0000316	0.00129	0.00141	0001126328	0001267238	0001042046
22	InsuranceCommissionsAndFees	-0.00327	-0.0000391	0.0000794	0.0000919	0.000104	0000874766	0000860748	0001126328
23	remainder_Revenues	-0.0193	-0.0188	0.00228	0.00342	0.00383	0001071739	0000049071	0000874766
24	Revenues_Y1	0	0	0	0	0	0000004977	0000876437	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000876437	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000876437	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000876437	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000876437	0000004977
29	remainder_NetIncome	-0.00000270	-0.00000265	-0.00000243	0.0000998	0.000297	0000080661	0001096343	0000005272
30	remainder_ComprehensiveNetIncome	-0.000200	-0.000196	-0.000154	0.000581	0.000752	0000080661	0001156039	0001096343

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.493	-0.458	-0.0165	0.109	0.123	0001071739	0000020286	0000896159
1	Liabilities	-0.469	-0.349	0.0556	0.332	0.340	0001126328	0000776867	0000049071
2	Expenses	-0.00213	-0.00186	0.0000839	0.00194	0.00219	0001126328	0000899051	0001071739
3	Revenues	-0.00136	-0.00126	-0.000232	0.00340	0.00458	0000731766	0000011544	0001126328
4	StockholdersEquity	-0.725	-0.505	-0.00581	0.0713	0.0897	0001071739	0001126328	0001214816
5	NetIncome	0	0	0	0	0	0000004977	0000876437	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000876437	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0000876437	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.118	-0.105	0.00212	0.106	0.134	0000874766	0000947484	0001156039
9	EconomicCapitalRatio	-0.117	-0.104	0.00322	0.107	0.135	0000874766	0000947484	0001156039

2011

Logs

error	5 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000734543 0000734543 0001116204 0001116204 0001195933
error	4 × Negative Expenses, ignoring company.	pre-agg	0001267395 0001363829 0001363829 0000814585
warning	51 × Excluding company: model target is nan	pre-agg	0000701221 0000020171 0000949156 0001067983 0001267395 0000911631 0000097196 0000911421 0001079577 0001171662 0000916085 0001054833 0001064863 0001279363 0001361025 0000008497 0000009346 0000356130 0000775368 0000792013 0000793547 0000800457 0000862510 0000874977 0000914748 0001069996 0001127703 0001141719 0001162000 0001165880 0001171500 0001267201 0001282543 0001301106 0001321268 0001347815 0001348259 0001365555 0001369817 0001494904 0001091748 0000819913 0000881453 0001065201 0001195933 0000875159 0001017907 0000773660 0001267238 0001289592 0001555767
warning	47 × The stock price does not exist	industry.us_generic	0000701221 0000020171 0000949156 0001363829 0000911631 0000097196 0000911421 0001079577 0001171662 0000916085 0001045829 0001054833 0001064863 0001279363 0001361025 0000008497 0000009346 0000356130 0000775368 0000792013 0000793547 0000862510 0000874977 0000914748 0001069996 0001127703 0001141719 0001162000 0001165880 0001171500 0001267201 0001282543 0001301106 0001321268 0001347815 0001348259 0001365555 0001369817 0001091748 0000819913 0000881453 0001065201 0001195933 0001017907 0000773660 0001289592 0001555767
warning	19 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001126328 0001126328 0000020171 0000020171 0000949156 0001042046 0001042046 0001067983 0001067983 0001267395 0001267395 0001363829 0001363829 0000074260 0000074260 0000814585 0000881453 0001096343 0001017907
warning	17 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000701221 0000701221 0000060086 0000060086 0000850141 0000850141 0001067983 0001067983 0000074260 0000074260 0000814585 0000094344 0000094344 0001331875 0001331875 0001472787 0001472787
warning	10 × Similarly named company. Duplicate?	None	0001126328 0001042046 0001472787 0001401521 0001385613 0001214816 0001172052 0000944695 0000891166 0000874766
warning	9 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001363829 0001171662 0001361025 0000009346 0000800457 0001494904 0000875159 0001267238
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y2', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y3', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y4', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y5', 'zeros': '45 of 45'} {'var_name': 'NetIncome', 'zeros': '45 of 45'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '45 of 45'}
warning	4 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000911631
warning	3 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000734543 0001116204 0000875159
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585
warning	2 × Ignoring company because Revenues is zero	pre-agg	0000101199 0001393726
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001045829 0001045829
warning	1 × The stock_price does not exist	industry.us_generic	0001267395
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001385613. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001067983. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001018979. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000011544. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Negative minimum value	check_abs_values	{'var_name': 'InvestmentIncome', 'min_value': np.float64(-114000.0)}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0000060086
warning	1 × Ignoring company because Assets is zero	pre-agg	0000814585
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	5,785,491,220	101,893,200,000	410,438,000,000	0000080661	0000890926	0000005272
1	SeparateAccountAssets	0	0	0	42,507,200,000	143,870,000,000	0000004977	0000947484	0000874766
2	PremiumsReceivable	0	0	466,394,786	5,568,000,000	14,721,000,000	0000084246	0000230557	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	214,147,346	7,883,800,000	14,026,000,000	0000094344	0000230557	0000005272
4	ReinsuranceRecoverables	0	0	65,882,297	5,299,771,200	12,010,000,000	0000004977	0001172052	0000086312
5	IntangibleAssets	0	0	194,827	18,191,920,000	53,213,000,000	0000004977	0001400810	0001067983
6	AssetsCurrent	0	0	45,692,851	16,846,780,000	37,299,000,000	0000004977	0001018979	0001067983
7	AssetsNonCurrent	0	4,599,200	344,632,053	3,239,000,000	14,976,000,000	0001067983	0000890926	0000060086
8	remainder_Assets	-1,690,000,000	1,559,135	521,754,903	46,107,000,000	302,135,000,000	0001156039	0000084246	0001067983
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	609,468,090	42,644,720,000	125,462,000,000	0000004977	0001071739	0000005272
10	PolicyholderContractDeposits	0	0	0	67,389,680,000	184,977,000,000	0000011544	0001412100	0000005272
11	LiabilitiesCurrent	0	0	0	790,457,200	23,922,000,000	0000004977	0000896159	0000731766
12	UnearnedPremiums	0	0	843,442,281	9,312,400,000	23,465,000,000	0000094344	0000064996	0000005272
13	ReinsurancePayable	0	0	0	351,360,800	3,542,000,000	0000004977	0001156039	0000896159
14	LongTermDebt	0	0	0	8,373,600,000	10,656,000,000	0000004977	0001331875	0000731766
15	remainder_Liabilities	-12,288,000,000	-560,257,800	3,921,229,959	90,775,600,000	223,686,000,000	0000731766	0000005513	0001067983
16	PolicyholderBenefitsAndClaims	0	0	1,646,060,153	30,791,400,000	74,332,000,000	0000874766	0000860748	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	198,938,127	5,699,200,000	15,557,000,000	0000074260	0001095073	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	3,786,200,000	8,019,000,000	0000011544	0001156039	0000005272
19	remainder_Expenses	-293,000,000	329,400	358,461,065	5,107,680,000	132,942,000,000	0000005272	0001273813	0001067983
20	PremiumsEarned	0	0	1,980,194,744	36,380,400,000	91,983,000,000	0000074260	0001096343	0000731766
21	InvestmentIncome	-114,000	0	58,420,250	3,356,640,000	14,755,000,000	0001472787	0000064996	0000005272
22	InsuranceCommissionsAndFees	0	0	0	16,291,400	4,750,000,000	0000004977	0001018979	0000874766
23	remainder_Revenues	-1,471,000,000	1,567,000	387,114,968	10,369,400,000	143,688,000,000	0000004977	0001096343	0001067983
24	Revenues_Y1	0	0	0	0	0	0000004977	0000896159	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000896159	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000896159	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000896159	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000896159	0000004977
29	remainder_NetIncome	-33,200,000	-520,000	0	71,360,000	1,535,000,000	0000776867	0001018979	0000005272
30	remainder_ComprehensiveNetIncome	-3,497,000,000	-420,340,000	791,547	663,400,000	2,158,000,000	0001067983	0001179929	0000874766

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	157,958,463	370,977,200	14,071,057,600	272,910,800,000	555,773,000,000	0000720858	0000776867	0000005272
1	Liabilities	51,446,279	286,717,600	10,116,792,960	206,605,800,000	441,444,000,000	0000720858	0000944695	0000005272
2	Expenses	83,751,220	111,814,400	3,755,558,028	55,904,400,000	132,942,000,000	0000720858	0001214816	0001067983
3	Revenues	90,685,156	122,306,600	3,821,062,514	63,531,740,000	143,688,000,000	0000720858	0001472787	0001067983
4	StockholdersEquity	54,989,000	115,210,747	3,773,670,749	27,536,800,000	168,961,000,000	0001401521	0000074260	0001067983
5	NetIncome	-140,600,000	1,395,587	166,110,722	9,625,200,000	18,506,000,000	0000074260	0000020286	0000005272
6	ComprehensiveNetIncome	-162,100,000	1,418,500	200,309,554	8,247,300,000	16,797,500,000	0000074260	0001096343	0000005272
7	BaseVar	4,555,632,573	6,297,784,130	207,142,163,836	3,360,014,265,253	7,382,080,641,414	0000720858	0001214816	0001067983
8	EconomicCapitalRatiobeforeLimitedLiability	0.0193	0.0447	0.140	0.276	0.489	0000874766	0000860748	0000720858
9	EconomicCapitalRatio	0.775	0.800	0.892	1.02	1.20	0000874766	0000860748	0000720858

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.452	-0.409	0.0113	0.126	0.137	0001179929	0000230557	0000084246
1	SeparateAccountAssets	-0.231	-0.155	-0.0392	0.0328	0.0607	0001179929	0000086312	0000850141
2	PremiumsReceivable	-0.139	-0.0793	-0.00183	0.0196	0.0440	0001179929	0001126328	0000060086
3	DeferredPolicyAcquisitionCosts	-0.106	-0.0620	-0.00201	0.0101	0.0348	0001179929	0000947484	0000004977
4	ReinsuranceRecoverables	-0.157	-0.0990	-0.0111	0.0584	0.0741	0001179929	0000005272	0000891166
5	IntangibleAssets	-0.0284	-0.0129	-0.00484	0.0722	0.194	0001179929	0000947484	0001156039
6	AssetsCurrent	-0.0396	-0.0252	-0.00417	0.0698	0.209	0000080661	0001412100	0001156039
7	AssetsNonCurrent	-0.0696	-0.0394	-0.00316	0.00931	0.0913	0001179929	0000084246	0000060086
8	remainder_Assets	-0.293	-0.213	-0.0481	0.129	0.245	0001071739	0000060086	0001067983
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.432	-0.234	0.0714	0.266	0.305	0000005513	0000891166	0000720858
10	PolicyholderContractDeposits	-0.292	-0.185	0.0654	0.249	0.280	0001126328	0001096343	0001179929
11	LiabilitiesCurrent	-0.291	-0.267	0.00273	0.00868	0.0174	0001071739	0001096343	0000094344
12	UnearnedPremiums	-0.247	-0.190	0.0101	0.247	0.277	0001400810	0001042046	0001179929
13	ReinsurancePayable	-0.0532	-0.0205	0.00441	0.0356	0.0617	0000891166	0000060086	0001179929
14	LongTermDebt	-0.0665	-0.0434	0.0129	0.0523	0.108	0000060086	0000101199	0001179929
15	remainder_Liabilities	-0.346	-0.265	0.0819	0.314	0.352	0000004977	0001267238	0000720858
16	PolicyholderBenefitsAndClaims	-0.00374	-0.00331	0.000667	0.00277	0.00353	0000874766	0000074260	0001179929
17	SellingGeneralAndAdministrativeExpense	-0.00165	-0.00135	-0.000538	0.00812	0.00988	0000084246	0001273813	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000602	-0.000516	-0.000472	0.00141	0.00254	0000084246	0001095073	0001401521
19	remainder_Expenses	-0.00158	-0.00150	-0.000702	0.00807	0.0119	0000005513	0001179929	0001071739
20	PremiumsEarned	-0.00384	-0.00346	-0.00201	0.00459	0.00529	0000080661	0001214816	0000850141
21	InvestmentIncome	-0.00318	-0.00174	0.000365	0.000647	0.000696	0001126328	0001401521	0001042046
22	InsuranceCommissionsAndFees	-0.00231	-0.0000703	0.0000683	0.0000751	0.0000849	0000874766	0000060086	0001126328
23	remainder_Revenues	-0.0103	-0.0101	0.00161	0.00227	0.00293	0001472787	0000230557	0000004977
24	Revenues_Y1	0	0	0	0	0	0000004977	0000896159	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000896159	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000896159	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000896159	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000896159	0000004977
29	remainder_NetIncome	-0.0000107	-0.0000107	-0.00000994	0.000120	0.000194	0000890926	0001179929	0000005272
30	remainder_ComprehensiveNetIncome	-0.000123	-0.000117	-0.0000472	0.000777	0.00120	0000890926	0001472787	0001273813

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.488	-0.451	-0.0509	0.133	0.174	0001071739	0000899051	0000776867
1	Liabilities	-0.519	-0.313	0.0638	0.351	0.459	0000874766	0000011544	0000720858
2	Expenses	-0.00397	-0.00228	0.000267	0.000984	0.00110	0000874766	0001401521	0001179929
3	Revenues	-0.00181	-0.000484	-0.0000585	0.000598	0.00201	0000084246	0000011544	0001126328
4	StockholdersEquity	-1.04	-0.477	-0.0137	0.0910	0.107	0001179929	0000860748	0001385613
5	NetIncome	0	0	0	0	0	0000004977	0000896159	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000896159	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0000896159	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.129	-0.104	-0.0124	0.112	0.292	0000874766	0000860748	0000720858
9	EconomicCapitalRatio	-0.127	-0.102	-0.0108	0.114	0.294	0000874766	0000860748	0000720858

2012

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001369817 0000734543 0000734543
error	1 × Negative Expenses, ignoring company.	pre-agg	0001363829
warning	46 × Excluding company: model target is nan	pre-agg	0000701221 0000020171 0001017907 0001067983 0001267395 0001363829 0000881453 0000097196 0000773660 0000911421 0001079577 0001171662 0000916085 0001054833 0001279363 0001361025 0000009346 0000356130 0000775368 0000793547 0000800457 0000874977 0000875159 0000914748 0000949156 0001069996 0001127703 0001141719 0001165880 0001171500 0001195933 0001282543 0001289592 0001301106 0001321268 0001348259 0001365555 0001494904 0001555767 0001091748 0001065201 0001267238 0001539894 0000100716 0000888919 0001346922
warning	43 × The stock price does not exist	industry.us_generic	0000701221 0000020171 0001017907 0001363829 0000881453 0000097196 0000773660 0000911421 0001079577 0001171662 0000916085 0001045829 0001054833 0001279363 0001361025 0000009346 0000356130 0000775368 0000793547 0000874977 0000875159 0000914748 0000949156 0001069996 0001127703 0001141719 0001165880 0001171500 0001195933 0001282543 0001289592 0001301106 0001321268 0001348259 0001365555 0001555767 0001091748 0001065201 0001369817 0001539894 0000100716 0000888919 0001346922
warning	18 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000701221 0000701221 0000060086 0000850141 0000850141 0001067983 0001067983 0000074260 0000074260 0000094344 0000094344 0001331875 0001331875 0001472787 0001472787 0000814585 0001346922 0001576018
warning	18 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001126328 0001126328 0000020171 0001017907 0001017907 0001042046 0001042046 0001067983 0001067983 0001096343 0001267395 0001267395 0001363829 0000074260 0000074260 0000881453 0000881453 0001346922
warning	11 × Similarly named company. Duplicate?	None	0001126328 0001042046 0001472787 0001401521 0001385613 0001214816 0001172052 0001072627 0000944695 0000891166 0000874766
warning	8 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001363829 0001361025 0000009346 0000800457 0000875159 0001494904 0001267238
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '44 of 44'} {'var_name': 'Revenues_Y2', 'zeros': '44 of 44'} {'var_name': 'Revenues_Y3', 'zeros': '44 of 44'} {'var_name': 'Revenues_Y4', 'zeros': '44 of 44'} {'var_name': 'Revenues_Y5', 'zeros': '44 of 44'} {'var_name': 'NetIncome', 'zeros': '44 of 44'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '44 of 44'}
warning	4 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000060086 0001267395 0001369817 0000734543
warning	3 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585
warning	3 × Ignoring company because Assets is zero	pre-agg	0000814585 0001369817 0000086312
warning	2 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000005513 0000064996
warning	2 × Ignoring company because Revenues is zero	pre-agg	0000101199 0001393726
warning	1 × The stock_price does not exist	industry.us_generic	0001267395
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001385613. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001018979. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000011544. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0000060086
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001045829
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	5,727,158,120	115,077,850,000	375,824,000,000	0000049071	0000850141	0000005272
1	SeparateAccountAssets	0	0	0	49,727,950,000	141,569,000,000	0000004977	0000947484	0000874766
2	PremiumsReceivable	0	0	449,438,672	4,915,400,000	13,989,000,000	0000049071	0000230557	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	161,517,050	5,409,400,000	9,658,000,000	0000049071	0000074260	0000004977
4	ReinsuranceRecoverables	0	0	72,158,466	4,816,110,000	11,568,000,000	0000004977	0000084246	0000086312
5	IntangibleAssets	0	0	0	3,730,100,000	35,968,000,000	0000004977	0001172052	0000731766
6	AssetsCurrent	0	0	76,050,314	10,580,080,000	28,268,400,000	0000004977	0001072627	0001156039
7	AssetsNonCurrent	3,149,000	4,075,925	379,940,886	3,613,050,000	10,399,000,000	0001401521	0000890926	0000005272
8	remainder_Assets	-1,352,000,000	1,499,284	620,499,017	15,209,100,000	82,902,000,000	0001156039	0000094344	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	716,945,584	44,139,040,000	124,331,000,000	0000004977	0001071739	0000005272
10	PolicyholderContractDeposits	0	0	0	76,904,020,000	190,721,000,000	0000011544	0001472787	0000005272
11	LiabilitiesCurrent	0	0	0	5,598,313,500	27,116,000,000	0000004977	0000896159	0000731766
12	UnearnedPremiums	0	0	786,823,475	9,848,350,000	22,537,000,000	0000049071	0000064996	0000005272
13	ReinsurancePayable	0	0	0	443,728,200	3,472,000,000	0000004977	0001156039	0000896159
14	LongTermDebt	0	0	6,886,217	6,693,650,000	15,576,000,000	0000004977	0001072627	0000731766
15	remainder_Liabilities	-13,464,000,000	-3,351,095,300	3,002,751,120	76,348,100,000	112,041,000,000	0000731766	0000011544	0000005272
16	PolicyholderBenefitsAndClaims	0	59,594,150	1,867,188,909	32,017,721,357	80,641,924,080	0000874766	0001042046	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	318,558,670	8,282,580,403	17,598,188,557	0000074260	0001042046	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	3,690,638,908	6,226,638,184	0000011544	0001156039	0000005272
19	remainder_Expenses	-834,259,217	304,550	419,584,020	5,051,022,132	7,774,219,747	0000005513	0000776867	0000731766
20	PremiumsEarned	0	0	2,127,286,120	38,000,708,007	100,494,947,202	0000074260	0001096343	0000731766
21	InvestmentIncome	0	0	63,483,129	4,268,661,106	20,275,151,080	0000049071	0000064996	0000005272
22	InsuranceCommissionsAndFees	0	0	0	92,986,700	4,416,826,767	0000004977	0001018979	0000874766
23	remainder_Revenues	-942,527,412	-6,105,000	259,982,154	7,971,801,987	14,743,718,642	0000004977	0000086312	0000896159
24	Revenues_Y1	0	0	0	57,311,253,165	111,466,542,158	0000011544	0000947484	0000731766
25	Revenues_Y2	0	0	0	57,366,744,133	111,551,882,130	0000011544	0000947484	0000731766
26	Revenues_Y3	0	0	0	57,345,322,985	111,560,895,696	0000011544	0000947484	0000731766
27	Revenues_Y4	0	0	0	57,354,068,501	111,561,905,221	0000011544	0000947484	0000731766
28	Revenues_Y5	0	0	0	57,350,558,368	111,562,025,602	0000011544	0000947484	0000731766
29	remainder_NetIncome	-16,408,000	-456,350	0	32,813,450	1,533,719,507	0001179929	0000947484	0000005272
30	remainder_ComprehensiveNetIncome	-91,040,366	-76,383,950	20,369,994	914,854,840	4,267,773,432	0000080661	0000084246	0000896159

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	171,918,276	343,464,800	12,727,450,892	157,301,625,000	548,633,000,000	0000720858	0000776867	0000005272
1	Liabilities	56,785,525	237,891,700	8,609,513,172	146,546,365,000	449,630,000,000	0000720858	0000776867	0000005272
2	Expenses	103,888,185	143,441,450	3,535,997,907	52,134,546,841	106,014,332,384	0000720858	0000020286	0000731766
3	Revenues	115,079,092	152,275,100	4,019,575,570	58,219,977,358	111,562,025,602	0000720858	0000020286	0000731766
4	StockholdersEquity	65,414,000	116,050,788	3,787,350,881	27,212,100,000	99,003,000,000	0001072627	0001096343	0000005272
5	NetIncome	-927,079,000	-66,471,700	271,436,454	8,416,121,503	17,446,012,039	0000876437	0000776867	0000874766
6	ComprehensiveNetIncome	-966,222,500	-94,129,700	302,304,821	10,241,104,956	17,782,550,299	0000876437	0000084246	0000874766
7	BaseVar	6,515,169,662	9,191,800,934	241,242,534,308	3,360,237,375,223	6,393,462,861,851	0000720858	0000020286	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.00598	0.0545	0.172	0.560	0.691	0000876437	0001096343	0000731766
9	EconomicCapitalRatio	0.762	0.810	0.921	1.25	1.35	0000876437	0001096343	0000731766

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.520	-0.423	-0.000197	0.127	0.156	0001071739	0000011544	0001273813
1	SeparateAccountAssets	-0.276	-0.182	-0.0450	0.0333	0.0635	0001071739	0000230557	0000850141
2	PremiumsReceivable	-0.153	-0.0987	-0.00181	0.0221	0.0351	0001179929	0000899051	0001018979
3	DeferredPolicyAcquisitionCosts	-0.0973	-0.0564	-0.000534	0.00877	0.0289	0001071739	0000890926	0000004977
4	ReinsuranceRecoverables	-0.186	-0.115	-0.0128	0.0570	0.0803	0001071739	0000850141	0000891166
5	IntangibleAssets	-0.0407	-0.0185	-0.00547	0.0974	0.224	0001179929	0001385613	0001156039
6	AssetsCurrent	-0.0504	-0.0291	-0.00636	0.0990	0.173	0000080661	0000874766	0001156039
7	AssetsNonCurrent	-0.0630	-0.0427	-0.00270	0.00936	0.0237	0001179929	0000084246	0000890926
8	remainder_Assets	-0.331	-0.199	-0.0340	0.132	0.194	0001071739	0001172052	0001400810
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.441	-0.278	0.0674	0.268	0.337	0000005513	0000891166	0000720858
10	PolicyholderContractDeposits	-0.309	-0.183	0.0706	0.247	0.260	0001126328	0001096343	0000049071
11	LiabilitiesCurrent	-0.305	-0.250	0.00334	0.0115	0.0226	0001179929	0000899051	0000094344
12	UnearnedPremiums	-0.205	-0.192	0.0114	0.245	0.259	0001400810	0001385613	0000094344
13	ReinsurancePayable	-0.0491	-0.0187	0.00478	0.0482	0.0763	0000891166	0000086312	0001179929
14	LongTermDebt	-0.112	-0.0354	0.0123	0.0749	0.119	0001156039	0000947484	0001179929
15	remainder_Liabilities	-0.320	-0.255	0.0772	0.311	0.400	0000004977	0001072627	0000720858
16	PolicyholderBenefitsAndClaims	-0.00418	-0.00287	0.000107	0.00282	0.00420	0000874766	0001072627	0000876437
17	SellingGeneralAndAdministrativeExpense	-0.00166	-0.00130	-0.000391	0.00537	0.00855	0000874766	0001018979	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000418	-0.000373	-0.000339	0.00122	0.00177	0000084246	0001042046	0001412100
19	remainder_Expenses	-0.00123	-0.000971	-0.000421	0.00229	0.00270	0000005513	0001072627	0000074260
20	PremiumsEarned	-0.00318	-0.00248	-0.00140	0.00392	0.00471	0001400810	0000020286	0000850141
21	InvestmentIncome	-0.00290	-0.00229	0.000318	0.000637	0.000811	0001273813	0000064996	0000890926
22	InsuranceCommissionsAndFees	-0.00196	-0.000476	0.0000910	0.000115	0.000126	0001072627	0000080661	0000876437
23	remainder_Revenues	-0.0103	-0.0101	0.00103	0.00165	0.00342	0001179929	0000049071	0001273813
24	Revenues_Y1	0	0	0	0	0	0000004977	0000896159	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000896159	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000896159	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000896159	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000896159	0000004977
29	remainder_NetIncome	-0.0000176	-0.0000171	-0.0000161	0.000109	0.000646	0001400810	0000064996	0000874766
30	remainder_ComprehensiveNetIncome	-0.000169	-0.000136	-0.0000645	0.000433	0.000642	0000874766	0001331875	0000850141

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.552	-0.456	-0.0561	0.119	0.194	0001071739	0000899051	0001273813
1	Liabilities	-0.525	-0.388	0.0702	0.354	0.464	0001126328	0000011544	0000720858
2	Expenses	-0.00445	-0.00105	0.000132	0.00141	0.00193	0000874766	0001385613	0000876437
3	Revenues	-0.00167	-0.000720	-0.000130	0.00162	0.00262	0000874766	0000776867	0000876437
4	StockholdersEquity	-1.10	-0.598	-0.0251	0.0711	0.129	0001071739	0000011544	0001273813
5	NetIncome	0	0	0	0	0	0000004977	0000896159	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000896159	0000004977
7	BaseVar	-0.000000000000000111	0	0	0	0	0000020286	0000896159	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.142	-0.124	0.00118	0.109	0.290	0000876437	0001273813	0000720858
9	EconomicCapitalRatio	-0.140	-0.123	0.00286	0.110	0.292	0000876437	0001273813	0000720858

2013

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000734543
error	1 × Negative Expenses, ignoring company.	pre-agg	0000890926
warning	42 × Excluding company: model target is nan	pre-agg	0000701221 0001017907 0001067983 0001267395 0001346922 0000881453 0000097196 0000911421 0001079577 0001171662 0000916085 0001279363 0001361025 0000009346 0000020171 0000100716 0000356130 0000775368 0000793547 0000800457 0000874977 0000875159 0000888919 0000914748 0000949156 0001069996 0001127703 0001165880 0001171500 0001195933 0001282543 0001289592 0001301106 0001348259 0001363829 0001365555 0001494904 0001539894 0001091748 0001065201 0001385613 0001582086
warning	37 × The stock price does not exist	industry.us_generic	0000701221 0001017907 0001346922 0000881453 0000097196 0000911421 0001079577 0001171662 0000916085 0001279363 0000009346 0000020171 0000100716 0000356130 0000775368 0000793547 0000874977 0000875159 0000888919 0000914748 0000949156 0001069996 0001127703 0001165880 0001171500 0001195933 0001282543 0001289592 0001301106 0001348259 0001363829 0001365555 0001369817 0001539894 0001091748 0001065201 0001582086
warning	19 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001126328 0001017907 0001017907 0001042046 0001042046 0001067983 0001067983 0001267395 0001267395 0001346922 0001346922 0000074260 0000074260 0000881453 0000949156 0001091748 0000021175 0000890926 0001448893
warning	17 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000701221 0000850141 0000850141 0001067983 0001067983 0001346922 0001346922 0001576018 0000074260 0000074260 0000814585 0000094344 0000094344 0001331875 0001331875 0001472787 0001472787
warning	11 × Similarly named company. Duplicate?	None	0001126328 0001042046 0001472787 0001172052 0001072627 0001385613 0001401521 0001214816 0000944695 0000891166 0000874766
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y2', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y3', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y4', 'zeros': '45 of 45'} {'var_name': 'Revenues_Y5', 'zeros': '45 of 45'} {'var_name': 'NetIncome', 'zeros': '45 of 45'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '45 of 45'}
warning	7 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001171662 0001361025 0000009346 0000800457 0001494904 0001385613
warning	5 × Ignoring company because Assets is zero	pre-agg	0001576018 0001369817 0001369817 0000086312 0000086312
warning	4 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000814585
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000814585
warning	3 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001369817 0000060086 0001072627
warning	3 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0001273813 0000064996
warning	2 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-571596.0)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-619618.0)}
warning	1 × The stock_price does not exist	industry.us_generic	0001267395
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001385613. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001018979. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001126328
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	3,387,112,957	94,951,800,000	356,428,000,000	0000049071	0001472787	0000005272
1	SeparateAccountAssets	0	0	0	57,855,000,000	140,886,000,000	0000004977	0001071739	0000874766
2	PremiumsReceivable	0	0	428,993,720	4,814,540,000	12,939,000,000	0000049071	0001071739	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	124,114,805	3,323,386,200	9,436,000,000	0000049071	0001273813	0000005272
4	ReinsuranceRecoverables	0	0	46,893,731	5,563,007,200	23,330,000,000	0000004977	0000890926	0000874766
5	IntangibleAssets	0	0	0	3,498,260,000	35,448,000,000	0000004977	0001214816	0000731766
6	AssetsCurrent	0	0	117,300,529	10,314,360,000	29,745,800,000	0000004977	0000891166	0001156039
7	AssetsNonCurrent	0	4,373,430	292,157,435	3,766,000,000	9,366,000,000	0000814585	0001179929	0000005272
8	remainder_Assets	-1,299,700,000	3,169,522	665,377,266	17,954,080,000	82,101,000,000	0001156039	0000094344	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,131,004,420	39,947,000,000	122,200,000,000	0000004977	0000084246	0000005272
10	PolicyholderContractDeposits	0	0	0	110,490,440,000	198,158,000,000	0000049071	0001401521	0000005272
11	LiabilitiesCurrent	0	0	0	5,370,224,200	27,881,000,000	0000004977	0000944695	0000731766
12	UnearnedPremiums	0	0	392,176,564	10,021,400,000	21,953,000,000	0000049071	0000084246	0000005272
13	ReinsurancePayable	0	0	0	358,859,200	3,628,000,000	0000004977	0001331875	0000896159
14	LongTermDebt	0	0	0	11,009,800,000	16,416,000,000	0000004977	0001576018	0000731766
15	remainder_Liabilities	-15,058,000,000	-3,336,536,200	1,636,742,691	56,645,600,000	97,907,000,000	0000731766	0000101199	0000005272
16	PolicyholderBenefitsAndClaims	-571,596	69,609,000	1,350,855,578	32,166,817,503	90,053,575,010	0000720858	0001412100	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	218,214,999	8,626,221,979	19,758,872,445	0000074260	0001273813	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	2,642,919,388	5,266,682,134	0000020286	0001179929	0000005272
19	remainder_Expenses	-130,205,749	107,600	276,426,741	5,078,125,885	14,534,152,266	0000005513	0001472787	0000005272
20	PremiumsEarned	0	0	1,031,389,088	38,715,262,858	110,662,456,598	0000074260	0000899051	0000731766
21	InvestmentIncome	-619,618	0	58,803,136	3,115,766,386	16,119,441,019	0000064996	0001472787	0000005272
22	InsuranceCommissionsAndFees	0	0	0	43,357,400	2,682,799,546	0000004977	0001042046	0000874766
23	remainder_Revenues	-179,995,000	749,400	361,585,816	10,644,302,759	39,707,041,176	0000890926	0000004977	0000899051
24	Revenues_Y1	0	0	2,836,900,207	61,629,783,927	123,847,744,328	0000094344	0000064996	0000731766
25	Revenues_Y2	0	0	2,834,766,119	62,477,714,856	124,013,463,507	0000094344	0000064996	0000731766
26	Revenues_Y3	0	0	2,835,140,616	62,096,808,593	124,035,285,774	0000094344	0000064996	0000731766
27	Revenues_Y4	0	0	2,835,067,949	62,266,967,091	124,038,398,001	0000094344	0000064996	0000731766
28	Revenues_Y5	0	0	2,835,084,686	62,191,971,811	124,038,874,609	0000094344	0000064996	0000731766
29	remainder_NetIncome	-4,039,488,607	-125,143,000	0	9,748,035	29,437,384	0000005272	0000891166	0001071739
30	remainder_ComprehensiveNetIncome	-23,309,085,955	-2,214,043,727	-2,514,320	351,133,857	970,689,010	0000004977	0001401521	0000896159

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	188,305,816	458,247,200	10,536,560,680	191,257,120,000	541,329,000,000	0000720858	0001331875	0000005272
1	Liabilities	59,698,173	340,073,400	7,740,817,065	179,871,160,000	440,218,000,000	0000720858	0000850141	0000005272
2	Expenses	111,454,759	191,543,200	3,493,595,794	55,150,093,633	118,164,833,884	0000720858	0001214816	0000731766
3	Revenues	126,251,497	214,681,600	4,244,921,756	62,191,971,811	124,038,874,609	0000720858	0001214816	0000731766
4	StockholdersEquity	36,920,000	134,990,314	2,597,599,800	28,013,040,000	101,111,000,000	0001072627	0000944695	0000005272
5	NetIncome	-1,543,532,255	-47,095,200	460,069,449	5,587,557,533	18,120,323,146	0001331875	0000944695	0000874766
6	ComprehensiveNetIncome	-9,089,948,131	-166,077,900	287,355,912	4,566,826,433	16,935,272,884	0000004977	0001267238	0000874766
7	BaseVar	4,264,462,374	7,331,863,748	154,195,357,049	2,239,424,319,391	4,280,324,998,899	0000720858	0001214816	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.0356	0.0447	0.244	0.694	4.19	0001072627	0001172052	0001071739
9	EconomicCapitalRatio	0.791	0.800	0.987	1.36	4.20	0001072627	0001172052	0001071739

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.507	-0.414	-0.0226	0.115	0.155	0001071739	0001385613	0001273813
1	SeparateAccountAssets	-0.279	-0.190	-0.0423	0.0354	0.0439	0001071739	0000101199	0001126328
2	PremiumsReceivable	-0.139	-0.107	-0.00319	0.0216	0.0389	0001071739	0001126328	0001018979
3	DeferredPolicyAcquisitionCosts	-0.0949	-0.0574	-0.00111	0.0116	0.0399	0001071739	0001385613	0001267238
4	ReinsuranceRecoverables	-0.162	-0.102	-0.00996	0.0543	0.0779	0001071739	0000890926	0000891166
5	IntangibleAssets	-0.0267	-0.0179	-0.00499	0.0772	0.204	0001071739	0000947484	0001156039
6	AssetsCurrent	-0.0563	-0.0371	-0.00822	0.137	0.154	0000080661	0000874766	0001156039
7	AssetsNonCurrent	-0.0605	-0.0378	-0.00334	0.0119	0.0270	0001071739	0000814585	0000890926
8	remainder_Assets	-0.382	-0.261	-0.0598	0.112	0.171	0001071739	0001095073	0001385613
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.415	-0.236	0.0391	0.287	0.393	0000005513	0000004977	0000720858
10	PolicyholderContractDeposits	-0.406	-0.176	0.0632	0.241	0.287	0001126328	0000101199	0000094344
11	LiabilitiesCurrent	-0.307	-0.249	0.00318	0.0125	0.0236	0001071739	0000101199	0000094344
12	UnearnedPremiums	-0.194	-0.160	0.00667	0.223	0.286	0000891166	0001126328	0000094344
13	ReinsurancePayable	-0.0511	-0.0191	0.00352	0.0421	0.0635	0000891166	0000005513	0001071739
14	LongTermDebt	-0.131	-0.0594	0.0169	0.122	0.142	0001400810	0001379041	0001179929
15	remainder_Liabilities	-0.477	-0.304	0.0673	0.308	0.361	0000814585	0000899051	0000720858
16	PolicyholderBenefitsAndClaims	-0.00531	-0.00437	0.000315	0.00540	0.00625	0000874766	0001401521	0001071739
17	SellingGeneralAndAdministrativeExpense	-0.00247	-0.00209	-0.000588	0.00926	0.0139	0000084246	0000080661	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000676	-0.000617	-0.000535	0.00203	0.00304	0000084246	0000814585	0001385613
19	remainder_Expenses	-0.00192	-0.00180	-0.000768	0.00314	0.00546	0001385613	0001072627	0000074260
20	PremiumsEarned	-0.00669	-0.00504	-0.00265	0.00691	0.00842	0001400810	0001267238	0000850141
21	InvestmentIncome	-0.00527	-0.00319	0.000668	0.000999	0.00108	0000874766	0001331875	0000814585
22	InsuranceCommissionsAndFees	-0.00436	-0.000669	0.000137	0.000172	0.000198	0001072627	0000080661	0001126328
23	remainder_Revenues	-0.0166	-0.0159	0.00219	0.00327	0.00606	0001179929	0001156039	0000890926
24	Revenues_Y1	0	0	0	0	0	0000004977	0000944695	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000944695	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000944695	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000944695	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000944695	0000004977
29	remainder_NetIncome	-0.0000105	-0.00000982	-0.00000871	0.000165	0.000265	0001273813	0001379041	0000084246
30	remainder_ComprehensiveNetIncome	-0.000410	-0.000372	-0.0000902	0.00117	0.00185	0001273813	0000720858	0000850141

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.553	-0.459	-0.0558	0.119	0.176	0001179929	0001095073	0001273813
1	Liabilities	-0.535	-0.407	0.0731	0.354	0.468	0001126328	0000230557	0000720858
2	Expenses	-0.00614	-0.00405	0.000567	0.00244	0.00290	0000874766	0000101199	0001072627
3	Revenues	-0.00257	-0.00215	-0.0000829	0.00269	0.00563	0001576018	0000074260	0001126328
4	StockholdersEquity	-1.09	-0.631	-0.0248	0.0756	0.358	0001071739	0001379041	0001576018
5	NetIncome	0	0	0	0	0	0000004977	0000944695	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000944695	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0000944695	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.135	-0.106	-0.00671	0.161	0.311	0000874766	0001096343	0001576018
9	EconomicCapitalRatio	-0.133	-0.103	-0.00437	0.163	0.313	0000874766	0001096343	0001576018

2014

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000734543
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001224608
error	1 × Negative Expenses, ignoring company.	pre-agg	0000890926
warning	40 × Excluding company: model target is nan	pre-agg	0000949156 0001017907 0001067983 0001267395 0001346922 0001091748 0000097196 0000911421 0001079577 0001171662 0000701221 0000916085 0001361025 0000009346 0000020171 0000100716 0000356130 0000775368 0000793547 0000800457 0000875159 0000888919 0000914748 0001069996 0001127703 0001165880 0001171500 0001195933 0001282543 0001301106 0001348259 0001363829 0001365555 0001385613 0001494904 0001539894 0001582086 0001065201 0001279363 0000881453
warning	33 × The stock price does not exist	industry.us_generic	0000949156 0001017907 0001346922 0001091748 0000097196 0000911421 0001079577 0000701221 0000916085 0000020171 0000100716 0000356130 0000775368 0000793547 0000875159 0000888919 0000914748 0001069996 0001127703 0001165880 0001171500 0001195933 0001282543 0001301106 0001348259 0001363829 0001365555 0001369817 0001539894 0001582086 0001065201 0001279363 0000881453
warning	22 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000021175 0000021175 0000949156 0001017907 0001042046 0001042046 0001067983 0001067983 0001267395 0001267395 0001346922 0001346922 0000074260 0000074260 0000890926 0000890926 0001448893 0001448893 0001091748 0001091748 0000230557 0000881453
warning	14 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000850141 0000850141 0001067983 0001067983 0001346922 0000074260 0000074260 0000814585 0000094344 0000094344 0001331875 0001472787 0001472787 0001385613
warning	11 × Similarly named company. Duplicate?	None	0000021175 0001042046 0001472787 0001172052 0001072627 0001598665 0001401521 0001214816 0000944695 0000891166 0000874766
warning	8 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001331875 0001171662 0001361025 0000009346 0000800457 0001385613 0001494904
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '47 of 47'} {'var_name': 'Revenues_Y2', 'zeros': '47 of 47'} {'var_name': 'Revenues_Y3', 'zeros': '47 of 47'} {'var_name': 'Revenues_Y4', 'zeros': '47 of 47'} {'var_name': 'Revenues_Y5', 'zeros': '47 of 47'} {'var_name': 'NetIncome', 'zeros': '47 of 47'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '47 of 47'}
warning	5 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000814585 0001224608
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000814585
warning	4 × Ignoring company because Assets is zero	pre-agg	0001369817 0000086312 0000086312 0001576018
warning	3 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0001273813 0000020286
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001331875 0001126328 0001126328
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001369817 0001072627
warning	1 × The stock_price does not exist	industry.us_generic	0001267395
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001018979. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	3,472,071,318	79,662,500,000	355,766,000,000	0000049071	0001412100	0000005272
1	SeparateAccountAssets	0	0	0	3,649,071,100	134,702,000,000	0000004977	0001018979	0000874766
2	PremiumsReceivable	0	0	513,206,597	5,453,300,000	12,031,000,000	0000049071	0001412100	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	67,575,887	3,354,822,000	9,827,000,000	0000049071	0001172052	0000005272
4	ReinsuranceRecoverables	0	0	34,137,639	6,550,129,500	22,920,000,000	0000004977	0001400810	0000874766
5	IntangibleAssets	0	0	22,296	5,211,100,000	36,609,000,000	0000004977	0001591890	0000731766
6	AssetsCurrent	0	0	91,014,038	11,272,019,100	32,228,900,000	0000004977	0001018979	0001156039
7	AssetsNonCurrent	0	2,001,542	276,006,210	4,159,400,000	17,227,000,000	0000814585	0001273813	0000060086
8	remainder_Assets	-1,973,800,000	466,700	619,416,989	17,837,690,000	47,372,000,000	0001156039	0001179929	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,621,469,200	40,739,200,000	120,009,000,000	0000004977	0001331875	0000005272
10	PolicyholderContractDeposits	0	0	0	6,011,200,000	209,318,000,000	0000049071	0001584831	0000005272
11	LiabilitiesCurrent	0	0	0	6,018,500,000	30,623,000,000	0000004977	0000947484	0000731766
12	UnearnedPremiums	0	0	395,751,919	8,504,800,000	21,324,000,000	0000049071	0000891166	0000005272
13	ReinsurancePayable	0	0	0	268,041,200	4,095,000,000	0000004977	0001179929	0000896159
14	LongTermDebt	0	0	0	8,791,300,000	17,364,000,000	0000004977	0001584831	0000731766
15	remainder_Liabilities	-15,940,000,000	-3,649,100,000	812,018,125	49,446,100,000	226,293,000,000	0000731766	0000944695	0000874766
16	PolicyholderBenefitsAndClaims	0	0	1,163,136,640	35,757,750,091	93,622,605,078	0000021175	0000230557	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	245,742,725	10,523,952,799	22,208,526,591	0000074260	0000064996	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	2,649,005,272	5,295,592,957	0000020286	0001179929	0000005272
19	remainder_Expenses	-99,413,204	3,840,142	277,026,963	9,222,831,349	16,018,533,725	0000005513	0001472787	0000874766
20	PremiumsEarned	0	0	847,516,687	43,985,577,185	115,999,397,075	0000074260	0000876437	0000731766
21	InvestmentIncome	0	0	19,401,241	3,091,307,655	16,060,792,665	0000021175	0001472787	0000005272
22	InsuranceCommissionsAndFees	0	0	0	42,569,588	2,617,606,925	0000004977	0001018979	0000005272
23	remainder_Revenues	229,558	482,400	332,001,924	10,878,244,356	35,256,323,291	0001018979	0001042046	0000899051
24	Revenues_Y1	0	0	4,010,522,325	61,432,924,283	131,621,505,914	0000021175	0000947484	0000731766
25	Revenues_Y2	0	0	4,014,352,915	60,698,613,177	131,812,155,209	0000021175	0000947484	0000731766
26	Revenues_Y3	0	0	4,013,518,080	61,075,130,097	131,848,380,374	0000021175	0000947484	0000731766
27	Revenues_Y4	0	0	4,013,889,355	60,892,746,373	131,855,959,155	0000021175	0000947484	0000731766
28	Revenues_Y5	0	0	4,013,744,412	60,982,337,058	131,857,637,732	0000021175	0000947484	0000731766
29	remainder_NetIncome	-555,651,272	-246,983,385	0	10,526,320	26,585,851	0000899051	0000850141	0001071739
30	remainder_ComprehensiveNetIncome	-3,264,570,556	-701,697,917	-9,818,523	157,744,196	324,691,359	0000004977	0000230557	0000005272

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	49,694,000	128,225,963	13,760,198,180	116,396,800,000	515,581,000,000	0001584831	0000944695	0000005272
1	Liabilities	12,986,000	45,464,351	8,435,444,706	96,862,700,000	408,309,000,000	0001584831	0000850141	0000005272
2	Expenses	1,559,000	73,703,358	3,621,999,321	55,154,120,644	126,395,319,310	0001584831	0001214816	0000731766
3	Revenues	5,559,000	117,718,856	4,375,559,409	60,982,337,058	131,857,637,732	0001584831	0001214816	0000731766
4	StockholdersEquity	36,708,000	52,722,300	2,848,968,460	28,105,900,000	107,272,000,000	0001584831	0000944695	0000005272
5	NetIncome	-43,086,476	3,752,200	360,979,608	4,729,994,449	10,672,924,914	0001400810	0001042046	0001071739
6	ComprehensiveNetIncome	-43,320,397	3,754,400	287,571,485	4,256,066,416	10,670,326,061	0001400810	0001331875	0001071739
7	BaseVar	192,765,339	4,456,599,361	202,647,112,900	2,962,587,092,629	5,930,606,675,339	0001584831	0001214816	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.0662	0.0815	0.329	0.895	6.78	0001072627	0001018979	0001071739
9	EconomicCapitalRatio	0.821	0.836	1.06	1.50	6.78	0001072627	0001018979	0001071739

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.518	-0.419	-0.0631	0.161	0.209	0001179929	0000814585	0001273813
1	SeparateAccountAssets	-0.171	-0.117	-0.0208	0.0325	0.0670	0001071739	0001095073	0000005272
2	PremiumsReceivable	-0.146	-0.115	-0.00483	0.0227	0.0344	0001179929	0001591890	0001018979
3	DeferredPolicyAcquisitionCosts	-0.0837	-0.0549	-0.00100	0.0146	0.0341	0001071739	0001584831	0001267238
4	ReinsuranceRecoverables	-0.154	-0.105	-0.00926	0.0484	0.111	0001071739	0000876437	0000891166
5	IntangibleAssets	-0.0327	-0.0131	-0.00450	0.150	0.213	0001179929	0001591890	0001331875
6	AssetsCurrent	-0.0929	-0.0704	-0.0169	0.137	0.436	0001071739	0000020286	0001591890
7	AssetsNonCurrent	-0.0859	-0.0539	-0.00366	0.00945	0.104	0001071739	0000814585	0000060086
8	remainder_Assets	-0.416	-0.311	-0.0723	0.183	0.570	0001071739	0001214816	0001448893
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.411	-0.275	0.0410	0.295	0.412	0000005513	0000814585	0000720858
10	PolicyholderContractDeposits	-0.276	-0.0753	0.0237	0.118	0.169	0000005272	0000230557	0000049071
11	LiabilitiesCurrent	-0.338	-0.244	0.00434	0.0128	0.0284	0001071739	0000084246	0000094344
12	UnearnedPremiums	-0.192	-0.175	0.00964	0.228	0.294	0001598665	0001042046	0000094344
13	ReinsurancePayable	-0.147	-0.0265	0.00807	0.0761	0.113	0001584831	0001379041	0001071739
14	LongTermDebt	-0.114	-0.0665	0.0153	0.0937	0.125	0001400810	0000947484	0000094344
15	remainder_Liabilities	-0.655	-0.361	0.0900	0.271	0.376	0000874766	0001214816	0001371285
16	PolicyholderBenefitsAndClaims	-0.00406	-0.00362	0.000309	0.00446	0.00562	0001371285	0000074260	0001179929
17	SellingGeneralAndAdministrativeExpense	-0.00200	-0.00171	-0.000483	0.00674	0.0110	0000084246	0000021175	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000630	-0.000586	-0.000492	0.00189	0.00243	0001371285	0001448893	0001412100
19	remainder_Expenses	-0.00186	-0.00170	-0.000493	0.00482	0.00635	0001584831	0001401521	0000874766
20	PremiumsEarned	-0.00411	-0.00371	-0.00221	0.00541	0.00637	0001400810	0001379041	0000850141
21	InvestmentIncome	-0.00293	-0.00207	0.000336	0.000607	0.000630	0000850141	0001584831	0000021175
22	InsuranceCommissionsAndFees	-0.00347	-0.000318	0.0000934	0.000109	0.000117	0001072627	0001331875	0000850141
23	remainder_Revenues	-0.0137	-0.0118	0.00174	0.00261	0.00310	0001371285	0000084246	0000874766
24	Revenues_Y1	0	0	0	0	0	0000004977	0000947484	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000947484	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000947484	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000947484	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000947484	0000004977
29	remainder_NetIncome	-0.0000153	-0.0000127	-0.0000111	0.000223	0.000695	0001273813	0000944695	0001072627
30	remainder_ComprehensiveNetIncome	-0.000192	-0.000146	-0.0000257	0.000876	0.00105	0001273813	0001267238	0000850141

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.583	-0.476	-0.103	0.157	0.401	0001179929	0000230557	0001584831
1	Liabilities	-0.477	-0.358	0.0721	0.352	0.472	0000874766	0001095073	0000720858
2	Expenses	-0.00551	-0.00360	0.000201	0.00163	0.00178	0001273813	0000891166	0001179929
3	Revenues	-0.00268	-0.00193	0.0000746	0.00150	0.00268	0001273813	0001172052	0000874766
4	StockholdersEquity	-1.37	-0.883	-0.0474	0.215	0.440	0001071739	0000005513	0001584831
5	NetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
7	BaseVar	-0.000000000000000111	0	0	0	0	0000896159	0000947484	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.156	-0.125	-0.0282	0.272	0.391	0000874766	0000896159	0001448893
9	EconomicCapitalRatio	-0.153	-0.122	-0.0246	0.276	0.394	0000874766	0000896159	0001448893

2015

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000734543
warning	36 × Excluding company: model target is nan	pre-agg	0001067983 0001267395 0001346922 0001385613 0001091748 0000881453 0000097196 0000911421 0001079577 0001171662 0000701221 0000916085 0001279363 0001361025 0000009346 0000100716 0000356130 0000775368 0000793547 0000800457 0000875159 0000914748 0001017907 0001069996 0001127703 0001195933 0001301106 0001348259 0001363829 0001365555 0001494904 0001539894 0001582086 0001331875 0001065201 0001681206
warning	27 × The stock price does not exist	industry.us_generic	0001346922 0001091748 0000881453 0000097196 0000911421 0001079577 0000701221 0000916085 0001279363 0000100716 0000356130 0000775368 0000793547 0000875159 0000914748 0001017907 0001069996 0001127703 0001195933 0001301106 0001348259 0001363829 0001365555 0001539894 0001582086 0001065201 0001369817
warning	19 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000021175 0000021175 0000230557 0000230557 0001042046 0001042046 0001067983 0001067983 0001267395 0001267395 0001346922 0000074260 0000074260 0000890926 0001448893 0001448893 0001091748 0001091748 0000881453
warning	13 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000850141 0000850141 0001067983 0001067983 0001385613 0000074260 0000074260 0000814585 0000814585 0000094344 0000094344 0001472787 0001472787
warning	11 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001385613 0001171662 0001361025 0000009346 0000800457 0001363829 0001494904 0001331875 0001681206 0001689265
warning	11 × Similarly named company. Duplicate?	None	0001224608 0000021175 0001042046 0001472787 0001172052 0001598665 0001401521 0001214816 0000944695 0000891166 0000874766
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y2', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y3', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y4', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y5', 'zeros': '51 of 51'} {'var_name': 'NetIncome', 'zeros': '51 of 51'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '51 of 51'}
warning	5 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0001018979 0001273813 0000876437 0000020286
warning	5 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001224608 0001067983 0001067983 0000814585 0000814585
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0000814585
warning	4 × Ignoring company because Expenses is zero	pre-agg	0001331875 0001126328 0001126328 0001689265
warning	4 × Ignoring company because Assets is zero	pre-agg	0000086312 0000086312 0001369817 0000004977
warning	2 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-273234011.66)} {'var_name': 'SellingGeneralAndAdministrativeExpense', 'min_value': np.float64(-46640908.03)}
warning	1 × The stock_price does not exist	industry.us_generic	0001267395
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001018979. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001072627
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	3,384,377,505	75,243,000,000	338,354,000,000	0000049071	0000064996	0000005272
1	SeparateAccountAssets	0	0	0	2,729,361,000	120,123,000,000	0000004977	0001071739	0000874766
2	PremiumsReceivable	0	0	301,481,090	5,433,500,000	11,451,000,000	0000049071	0001379041	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	114,271,320	3,505,967,000	11,115,000,000	0000049071	0001273813	0000005272
4	ReinsuranceRecoverables	0	0	23,309,625	6,097,751,500	23,189,000,000	0000004977	0001172052	0000874766
5	IntangibleAssets	0	0	0	2,612,608,000	52,844,000,000	0000004977	0001224608	0000731766
6	AssetsCurrent	0	0	69,557,525	10,508,500,000	31,639,000,000	0000004977	0001018979	0000731766
7	AssetsNonCurrent	0	3,004,000	294,583,450	4,371,000,000	17,199,000,000	0000814585	0000850141	0000060086
8	remainder_Assets	-1,487,100,000	2,456,500	525,353,695	16,861,000,000	45,059,000,000	0001156039	0001412100	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,895,424,990	41,841,000,000	118,527,000,000	0000004977	0000876437	0000005272
10	PolicyholderContractDeposits	0	0	0	16,375,500,000	211,374,000,000	0000021175	0001401521	0000005272
11	LiabilitiesCurrent	0	0	0	5,987,000,000	42,898,000,000	0000004977	0001096343	0000731766
12	UnearnedPremiums	0	0	422,195,360	8,148,000,000	21,318,000,000	0000049071	0000084246	0000005272
13	ReinsurancePayable	0	0	0	305,891,500	4,270,000,000	0000004977	0001448893	0000896159
14	LongTermDebt	0	0	0	12,930,900,000	29,350,000,000	0000004977	0001379041	0000005272
15	remainder_Liabilities	-18,541,000,000	-3,637,000,000	814,539,555	20,884,850,000	86,446,000,000	0000731766	0000944695	0000004977
16	PolicyholderBenefitsAndClaims	-273,234,012	0	605,448,197	38,154,632,832	104,971,164,413	0001472787	0001172052	0000731766
17	SellingGeneralAndAdministrativeExpense	-46,640,908	0	232,332,437	9,888,662,067	25,027,567,768	0000890926	0001273813	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	2,288,890,906	5,254,702,832	0000020286	0001448893	0000005272
19	remainder_Expenses	-147,887,097	2,520,000	293,838,165	6,652,891,881	76,836,305,656	0000005513	0000101199	0000731766
20	PremiumsEarned	0	0	936,216,813	46,524,644,779	128,751,256,931	0000074260	0000101199	0000731766
21	InvestmentIncome	0	0	27,994,277	2,893,603,413	14,192,339,483	0000021175	0001018979	0000005272
22	InsuranceCommissionsAndFees	0	0	0	47,638,430	2,759,817,785	0000004977	0001095073	0000005272
23	remainder_Revenues	-1,119,000	306,590	172,818,792	6,152,433,949	55,761,288,640	0001620459	0000005513	0000731766
24	Revenues_Y1	0	0	2,205,395,441	57,563,453,220	168,383,705,540	0000021175	0001273813	0000731766
25	Revenues_Y2	0	0	2,203,547,067	57,339,603,483	175,151,818,994	0000021175	0001273813	0000731766
26	Revenues_Y3	0	0	2,204,392,424	57,453,930,929	179,585,657,775	0000021175	0001273813	0000731766
27	Revenues_Y4	0	0	2,204,125,985	57,414,775,690	182,539,195,602	0000021175	0001273813	0000731766
28	Revenues_Y5	0	0	2,204,207,036	57,430,318,329	184,512,545,571	0000021175	0001273813	0000731766
29	remainder_NetIncome	-388,233,463	-55,358,843	0	8,489,461	270,000,000	0000060086	0001095073	0000049071
30	remainder_ComprehensiveNetIncome	-4,089,113,999	-1,088,112,640	-4,767,198	411,997,742	4,040,540,867	0000020286	0000891166	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	52,687,000	130,005,000	8,263,375,960	114,839,500,000	496,943,000,000	0001584831	0001472787	0000005272
1	Liabilities	15,660,000	51,660,974	5,521,265,040	92,609,500,000	406,733,000,000	0001584831	0000230557	0000005272
2	Expenses	1,779,000	65,770,500	2,964,002,943	55,502,842,613	206,835,037,837	0001584831	0000064996	0000731766
3	Revenues	6,380,000	99,723,438	3,177,998,853	57,430,318,329	184,512,545,571	0001584831	0000064996	0000731766
4	StockholdersEquity	37,027,000	62,384,000	2,498,254,670	26,089,550,000	90,210,000,000	0001584831	0000890926	0000005272
5	NetIncome	-22,322,492,266	-68,860,848	370,921,636	2,709,470,898	20,715,507,282	0000731766	0001042046	0001071739
6	ComprehensiveNetIncome	-22,831,553,222	-395,260,668	213,389,009	2,584,087,349	20,719,913,402	0000731766	0000064996	0001071739
7	BaseVar	249,575,286	4,007,785,357	140,928,079,810	2,794,543,225,086	8,851,815,565,180	0001584831	0000064996	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.0521	0.0929	0.295	0.925	9.63	0001224608	0000947484	0001071739
9	EconomicCapitalRatio	0.808	0.847	1.03	1.52	9.63	0001224608	0000947484	0001071739

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.526	-0.436	-0.0156	0.158	0.226	0001179929	0000899051	0001273813
1	SeparateAccountAssets	-0.165	-0.102	-0.0179	0.0222	0.0722	0001071739	0000084246	0000005272
2	PremiumsReceivable	-0.146	-0.114	-0.00518	0.0247	0.0361	0001179929	0000064996	0001018979
3	DeferredPolicyAcquisitionCosts	-0.106	-0.0629	-0.00130	0.0148	0.0362	0001071739	0001273813	0001267238
4	ReinsuranceRecoverables	-0.149	-0.0913	-0.00867	0.0407	0.0722	0001071739	0000101199	0000944695
5	IntangibleAssets	-0.0108	-0.00988	-0.00370	0.0456	0.198	0000891166	0001071739	0001156039
6	AssetsCurrent	-0.0663	-0.0578	-0.0111	0.155	0.301	0000094344	0000896159	0001591890
7	AssetsNonCurrent	-0.103	-0.0580	-0.00361	0.0125	0.108	0001071739	0001214816	0000060086
8	remainder_Assets	-0.418	-0.297	-0.0643	0.144	0.435	0001071739	0000005513	0001584831
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.370	-0.278	0.0352	0.286	0.434	0000005513	0000890926	0000720858
10	PolicyholderContractDeposits	-0.458	-0.0906	0.0403	0.202	0.277	0000874766	0000101199	0001371285
11	LiabilitiesCurrent	-0.413	-0.290	0.00398	0.0115	0.0302	0001179929	0000890926	0000094344
12	UnearnedPremiums	-0.180	-0.147	0.00557	0.220	0.399	0001273813	0001096343	0001371285
13	ReinsurancePayable	-0.190	-0.0300	0.00803	0.0795	0.118	0001584831	0000060086	0001071739
14	LongTermDebt	-0.148	-0.0585	0.0205	0.137	0.175	0000890926	0001214816	0001371285
15	remainder_Liabilities	-0.462	-0.329	0.0631	0.250	0.414	0000814585	0001214816	0001371285
16	PolicyholderBenefitsAndClaims	-0.00429	-0.00337	0.000399	0.00461	0.00581	0001371285	0000084246	0001179929
17	SellingGeneralAndAdministrativeExpense	-0.00178	-0.00150	-0.000350	0.00492	0.0113	0000084246	0001273813	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000743	-0.000639	-0.000538	0.00187	0.00241	0001371285	0001224608	0001412100
19	remainder_Expenses	-0.00190	-0.00187	-0.000661	0.00580	0.00751	0000005513	0001267238	0000890926
20	PremiumsEarned	-0.00531	-0.00362	-0.00175	0.00566	0.00665	0001584831	0000896159	0000850141
21	InvestmentIncome	-0.00301	-0.00199	0.000266	0.000642	0.000818	0000850141	0001502292	0000064996
22	InsuranceCommissionsAndFees	-0.00106	-0.000174	0.0000351	0.0000406	0.0000425	0000874766	0000080661	0000850141
23	remainder_Revenues	-0.0158	-0.0126	0.00169	0.00228	0.00263	0001371285	0000064996	0000874766
24	Revenues_Y1	0	0	0	0	0	0000004977	0000947484	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000947484	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000947484	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000947484	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000947484	0000004977
29	remainder_NetIncome	-0.00000491	-0.00000421	-0.00000376	0.0000431	0.000187	0001273813	0001096343	0000084246
30	remainder_ComprehensiveNetIncome	-0.000351	-0.000286	0.0000137	0.000875	0.00615	0001273813	0000944695	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.577	-0.485	-0.0386	0.165	0.325	0001179929	0000101199	0001584831
1	Liabilities	-0.463	-0.353	0.0601	0.358	0.480	0000874766	0001267238	0001371285
2	Expenses	-0.00411	-0.00289	0.000257	0.00169	0.00185	0001584831	0000005513	0001071739
3	Revenues	-0.00296	-0.00167	0.000140	0.00171	0.00222	0001371285	0000944695	0000874766
4	StockholdersEquity	-1.45	-0.833	-0.0341	0.138	0.392	0001071739	0001502292	0001584831
5	NetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0000947484	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.153	-0.126	-0.0196	0.243	0.344	0000874766	0000947484	0001448893
9	EconomicCapitalRatio	-0.150	-0.123	-0.0168	0.246	0.347	0000874766	0000947484	0001448893

2016

Logs

error	1 × Negative Expenses, ignoring company.	pre-agg	0001267395
warning	29 × Excluding company: model target is nan	pre-agg	0001067983 0001091748 0001171662 0000701221 0001279363 0001361025 0000009346 0000100716 0000356130 0000775368 0000793547 0000800457 0000914748 0001017907 0001069996 0001127703 0001195933 0001348259 0001363829 0001365555 0001385613 0001494904 0001539894 0001582086 0001681206 0001331875 0000881453 0001065201 0001681903
warning	21 × The stock price does not exist	industry.us_generic	0001091748 0000701221 0001279363 0000100716 0000356130 0000775368 0000793547 0000914748 0001017907 0001069996 0001127703 0001195933 0001348259 0001363829 0001365555 0001369817 0001539894 0001582086 0000881453 0001065201 0001681903
warning	16 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000021175 0000021175 0000230557 0001042046 0001042046 0001067983 0001067983 0001267395 0001267395 0000074260 0000074260 0001448893 0001448893 0001091748 0001091748 0001598665
warning	11 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001171662 0001361025 0000009346 0000800457 0001363829 0001385613 0001494904 0001681206 0001689265 0001331875
warning	11 × Similarly named company. Duplicate?	None	0000021175 0001042046 0001267395 0001472787 0001172052 0001598665 0001669162 0001401521 0001214816 0000944695 0000891166
warning	11 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000850141 0001067983 0001067983 0000074260 0000074260 0000814585 0000094344 0000094344 0001472787 0001472787 0001576018
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y2', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y3', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y4', 'zeros': '51 of 51'} {'var_name': 'Revenues_Y5', 'zeros': '51 of 51'} {'var_name': 'NetIncome', 'zeros': '51 of 51'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '51 of 51'}
warning	6 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000230557 0001369817 0000086312 0001273813 0000876437 0000020286
warning	5 × Ignoring company because Assets is zero	pre-agg	0001369817 0000004977 0000004977 0000086312 0000086312
warning	4 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585 0001363829
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000814585
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001689265 0001126328 0001126328
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001369817 0001072627
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267395. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001018979. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Negative minimum value	check_abs_values	{'var_name': 'InvestmentIncome', 'min_value': np.float64(-57674104.45)}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	3,552,134,350	66,464,950,000	328,175,000,000	0000049071	0000064996	0000005272
1	SeparateAccountAssets	0	0	0	1,808,109,500	82,972,000,000	0000005513	0001095073	0000005272
2	PremiumsReceivable	0	0	336,727,255	6,752,400,000	10,465,000,000	0000049071	0000860748	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	73,311,265	3,610,697,000	11,042,000,000	0000049071	0000084246	0000005272
4	ReinsuranceRecoverables	0	0	52,278,110	4,637,450,000	9,083,207,000	0000005272	0000084246	0001267238
5	IntangibleAssets	0	0	4,924,695	14,176,000,000	56,125,000,000	0000005272	0001371285	0000731766
6	AssetsCurrent	0	0	65,396,065	12,277,500,000	34,314,900,000	0000005272	0001371285	0001156039
7	AssetsNonCurrent	0	1,556,000	255,937,795	5,495,500,000	16,966,000,000	0000814585	0000860748	0000060086
8	remainder_Assets	-2,865,000,000	3,071,500	386,000,025	13,665,500,000	54,795,000,000	0001071739	0001412100	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,441,263,935	40,867,450,000	119,281,000,000	0000074260	0000876437	0000005272
10	PolicyholderContractDeposits	0	0	0	2,072,516,000	219,177,000,000	0000021175	0001400810	0000005272
11	LiabilitiesCurrent	0	0	0	8,222,500,000	49,252,000,000	0000005272	0001096343	0000731766
12	UnearnedPremiums	0	0	433,827,480	9,604,762,500	19,634,000,000	0000049071	0000084246	0000005272
13	ReinsurancePayable	0	0	0	419,241,500	5,637,000,000	0000005272	0001448893	0000896159
14	LongTermDebt	0	0	15,041,610	13,926,150,000	30,912,000,000	0000064996	0000891166	0000005272
15	remainder_Liabilities	-13,630,000,000	-4,246,000,000	459,052,000	18,947,850,000	36,902,000,000	0000731766	0000860748	0001042046
16	PolicyholderBenefitsAndClaims	0	0	875,922,167	44,016,770,274	118,866,471,339	0000021175	0001401521	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	219,670,991	9,240,140,073	29,864,679,173	0000074260	0001379041	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	3,196,397,784	5,966,156,680	0000020286	0001448893	0000896159
19	remainder_Expenses	-2,589,000,000	-12,398,943	222,611,366	5,212,768,703	53,087,238,569	0001267395	0000814585	0000731766
20	PremiumsEarned	0	0	1,014,422,003	65,935,388,417	147,007,700,633	0000074260	0001401521	0000731766
21	InvestmentIncome	-57,674,104	0	28,123,904	2,081,313,694	14,064,181,371	0000064996	0001018979	0000005272
22	InsuranceCommissionsAndFees	0	0	0	10,935,485	2,731,223,266	0000005513	0001042046	0000005272
23	remainder_Revenues	-233,910,266	-967,764	142,934,230	5,810,857,804	62,651,777,092	0000814585	0000720858	0000731766
24	Revenues_Y1	0	0	2,003,170,957	55,104,137,959	195,006,847,341	0000021175	0000094344	0000731766
25	Revenues_Y2	0	0	2,002,445,456	63,222,380,642	200,864,270,067	0000021175	0000094344	0000731766
26	Revenues_Y3	0	0	2,002,322,427	69,452,669,533	204,843,282,991	0000021175	0000094344	0000731766
27	Revenues_Y4	0	0	2,002,303,353	69,453,914,627	207,655,377,148	0000021175	0000094344	0000731766
28	Revenues_Y5	0	0	2,002,300,217	69,451,730,302	209,659,477,726	0000021175	0000094344	0000731766
29	remainder_NetIncome	-210,713,064	-36,893,408	0	39,626,893	264,983,342	0001179929	0001400810	0000049071
30	remainder_ComprehensiveNetIncome	-3,222,890,724	-1,084,548,359	-22,995,033	6,881,500	702,200,062	0000005272	0000094344	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	51,000,000	147,275,000	8,213,606,385	115,710,000,000	498,264,000,000	0001584831	0000860748	0000005272
1	Liabilities	13,837,000	59,147,084	5,826,532,110	85,329,000,000	421,406,000,000	0001584831	0000230557	0000005272
2	Expenses	6,100,000	46,947,500	2,076,843,055	53,623,116,569	201,818,389,081	0001267395	0000230557	0000731766
3	Revenues	19,062,000	83,647,092	2,540,113,349	69,451,730,302	209,659,477,726	0001584831	0000860748	0000731766
4	StockholdersEquity	37,163,000	57,075,500	2,550,385,290	32,644,700,000	76,858,000,000	0001584831	0000876437	0000005272
5	NetIncome	-374,391,460	-15,100,778	219,683,986	2,656,718,074	66,890,979,964	0000814585	0000230557	0001071739
6	ComprehensiveNetIncome	-1,404,296,744	-54,655,416	187,598,250	2,605,105,980	66,880,700,818	0000005272	0000230557	0001071739
7	BaseVar	767,478,741	4,610,739,123	95,676,475,197	3,040,821,503,460	8,405,342,077,590	0001584831	0000230557	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.0792	0.104	0.319	0.925	9.83	0001042046	0001591890	0001071739
9	EconomicCapitalRatio	0.834	0.858	1.05	1.52	9.83	0001042046	0001591890	0001071739

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.546	-0.437	-0.00599	0.162	0.258	0001179929	0000899051	0001273813
1	SeparateAccountAssets	-0.0657	-0.0461	-0.00736	0.0145	0.0625	0001179929	0001620459	0000005272
2	PremiumsReceivable	-0.167	-0.0998	-0.00555	0.0321	0.0429	0001179929	0000005513	0001267395
3	DeferredPolicyAcquisitionCosts	-0.0855	-0.0603	-0.000501	0.0121	0.0450	0001179929	0001273813	0001267238
4	ReinsuranceRecoverables	-0.144	-0.103	-0.00987	0.0498	0.0650	0001179929	0000005272	0000944695
5	IntangibleAssets	-0.0327	-0.0143	-0.00504	0.0773	0.170	0001179929	0000944695	0001156039
6	AssetsCurrent	-0.0569	-0.0456	-0.00753	0.171	0.310	0000080661	0001267238	0001371285
7	AssetsNonCurrent	-0.0816	-0.0548	-0.00389	0.00810	0.106	0001179929	0001267395	0000060086
8	remainder_Assets	-0.385	-0.290	-0.0584	0.156	0.298	0001179929	0000060086	0000876437
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.352	-0.266	0.0355	0.288	0.438	0000005513	0000101199	0000720858
10	PolicyholderContractDeposits	-0.293	-0.0564	0.0226	0.136	0.170	0000005272	0001095073	0000049071
11	LiabilitiesCurrent	-0.431	-0.286	0.00439	0.0121	0.0306	0001179929	0000084246	0000094344
12	UnearnedPremiums	-0.169	-0.106	0.00580	0.223	0.314	0001273813	0000021175	0001371285
13	ReinsurancePayable	-0.0519	-0.0360	0.00495	0.0551	0.0663	0001598665	0000021175	0000049071
14	LongTermDebt	-0.116	-0.0807	0.0264	0.139	0.205	0000890926	0001576018	0000094344
15	remainder_Liabilities	-0.404	-0.249	0.0642	0.242	0.328	0001042046	0000890926	0001371285
16	PolicyholderBenefitsAndClaims	-0.00709	-0.00417	0.000656	0.00440	0.00553	0001267395	0001669162	0001179929
17	SellingGeneralAndAdministrativeExpense	-0.00210	-0.00171	-0.000570	0.00600	0.0122	0001267395	0000899051	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.00402	-0.000798	-0.000673	0.00210	0.00271	0001267395	0001096343	0001576018
19	remainder_Expenses	-0.0175	-0.00168	-0.000188	0.00566	0.00873	0001267395	0000876437	0001502292
20	PremiumsEarned	-0.00482	-0.00328	-0.00163	0.00632	0.00757	0001267395	0001620459	0000850141
21	InvestmentIncome	-0.00338	-0.00229	0.000288	0.000742	0.00103	0000850141	0001400810	0000814585
22	InsuranceCommissionsAndFees	-0.000596	-0.000137	0.0000220	0.0000256	0.0000335	0000005272	0000020286	0000814585
23	remainder_Revenues	-0.0199	-0.0143	0.00162	0.00227	0.00334	0001371285	0000899051	0000814585
24	Revenues_Y1	0	0	0	0	0	0000005272	0001018979	0000005272
25	Revenues_Y2	0	0	0	0	0	0000005272	0001018979	0000005272
26	Revenues_Y3	0	0	0	0	0	0000005272	0001018979	0000005272
27	Revenues_Y4	0	0	0	0	0	0000005272	0001018979	0000005272
28	Revenues_Y5	0	0	0	0	0	0000005272	0001018979	0000005272
29	remainder_NetIncome	-0.0000155	-0.00000939	-0.00000880	0.0000640	0.000358	0001267395	0000049071	0000094344
30	remainder_ComprehensiveNetIncome	-0.0000515	-0.0000454	0.0000106	0.000556	0.00233	0001273813	0000060086	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.593	-0.483	-0.0613	0.170	0.262	0001179929	0000101199	0001273813
1	Liabilities	-0.472	-0.374	0.0582	0.374	0.488	0000814585	0001095073	0001584831
2	Expenses	-0.0114	-0.00350	0.000459	0.00185	0.00196	0001267395	0000230557	0001179929
3	Revenues	-0.00398	-0.00181	0.000110	0.00177	0.00736	0001267395	0000064996	0000814585
4	StockholdersEquity	-1.10	-0.798	-0.0366	0.168	0.317	0001179929	0001042046	0001448893
5	NetIncome	0	0	0	0	0	0000005272	0001018979	0000005272
6	ComprehensiveNetIncome	0	0	0	0	0	0000005272	0001018979	0000005272
7	BaseVar	0	0	0	0	0.000000000000000111	0000005272	0001018979	0000891166
8	EconomicCapitalRatiobeforeLimitedLiability	-0.149	-0.122	-0.0211	0.201	0.313	0001042046	0000814585	0001584831
9	EconomicCapitalRatio	-0.147	-0.120	-0.0187	0.203	0.316	0001042046	0000814585	0001584831

2017

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0001267395 0001267395
warning	29 × Excluding company: model target is nan	pre-agg	0001067983 0001363829 0001091748 0001171662 0000701221 0001279363 0001361025 0000009346 0000100716 0000356130 0000775368 0000793547 0000800457 0000914748 0001017907 0001069996 0001127703 0001195933 0001348259 0001365555 0001385613 0001494904 0001539894 0001582086 0001681903 0000881453 0001065201 0000819913 0001744894
warning	23 × The stock price does not exist	industry.us_generic	0001363829 0001091748 0000701221 0001279363 0000009346 0000100716 0000356130 0000775368 0000793547 0000914748 0001017907 0001069996 0001127703 0001195933 0001348259 0001365555 0001539894 0001582086 0001681903 0000881453 0001065201 0000819913 0001744894
warning	18 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000021175 0000021175 0001042046 0001042046 0001067983 0001067983 0001267395 0001267395 0001598665 0001598665 0000074260 0000074260 0001448893 0001448893 0001091748 0001091748 0001179929 0001096343
warning	10 × Similarly named company. Duplicate?	None	0000021175 0001042046 0001598665 0001472787 0001669162 0001401521 0001214816 0001172052 0000944695 0000891166
warning	9 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0000230557 0001156039 0001273813 0001267238 0000876437 0000064996 0000049071 0000020286
warning	9 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001067983 0001576018 0000074260 0000074260 0000094344 0001472787 0001472787 0001385613 0000850141
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y2', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y3', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y4', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y5', 'zeros': '50 of 50'} {'var_name': 'NetIncome', 'zeros': '50 of 50'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '50 of 50'}
warning	7 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001171662 0001361025 0000009346 0000800457 0001385613 0001494904
warning	4 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001067983 0001363829 0001363829
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001067983 0000094344 0001744894
warning	4 × Ignoring company because Assets is zero	pre-agg	0000004977 0000086312 0000086312 0001179929
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001126328 0001126328
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001018979. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	3,185,307,299	69,411,450,000	322,292,000,000	0000049071	0001331875	0000005272
1	SeparateAccountAssets	0	0	0	1,373,105,000	92,798,000,000	0000005513	0001172052	0000005272
2	PremiumsReceivable	0	0	336,858,997	6,970,355,000	10,248,000,000	0000049071	0001412100	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	75,410,319	3,873,075,000	10,994,000,000	0000049071	0000084246	0000005272
4	ReinsuranceRecoverables	0	0	45,177,690	4,601,010,000	9,790,200,000	0000005272	0000084246	0001267238
5	IntangibleAssets	0	0	26,152,130	14,895,850,000	63,045,000,000	0000005272	0001379041	0000731766
6	AssetsCurrent	0	0	81,163,772	13,487,450,000	37,084,000,000	0000005272	0001669162	0000731766
7	AssetsNonCurrent	36,000	4,645,300	232,331,710	6,718,250,000	17,982,000,000	0001584831	0000860748	0000060086
8	remainder_Assets	-2,824,000,000	-4,081,750	524,815,569	12,764,106,600	51,775,000,000	0001071739	0000084246	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,477,632,904	42,574,180,000	123,825,000,000	0000074260	0000064996	0000005272
10	PolicyholderContractDeposits	0	0	0	2,449,360,000	232,048,000,000	0000021175	0001412100	0000005272
11	LiabilitiesCurrent	0	0	0	9,372,700,000	50,463,000,000	0000005272	0001172052	0000731766
12	UnearnedPremiums	0	0	504,168,839	11,416,725,000	19,030,000,000	0000049071	0000891166	0000005272
13	ReinsurancePayable	0	0	0	563,810,000	5,868,000,000	0000005272	0001472787	0000896159
14	LongTermDebt	0	0	11,723,824	15,269,215,000	34,391,000,000	0000064996	0000891166	0000731766
15	remainder_Liabilities	-15,689,000,000	-4,496,100,000	444,164,851	13,804,915,000	40,548,000,000	0000731766	0001448893	0001042046
16	PolicyholderBenefitsAndClaims	0	0	664,141,245	44,361,027,803	132,396,659,090	0000021175	0000101199	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	252,922,930	8,046,253,844	29,974,106,498	0000074260	0000890926	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	3,345,297,062	5,783,351,356	0000020286	0001472787	0000896159
19	remainder_Expenses	-2,198,865,555	-49,263,361	127,051,336	5,732,766,106	29,349,701,916	0001598665	0000944695	0000731766
20	PremiumsEarned	0	0	966,031,015	58,088,670,278	161,480,821,395	0000074260	0000101199	0000731766
21	InvestmentIncome	0	0	46,876,490	2,181,361,802	14,171,223,335	0000021175	0000080661	0000005272
22	InsuranceCommissionsAndFees	0	0	0	13,468,089	2,941,698,083	0000005513	0001172052	0000005272
23	remainder_Revenues	-24,015,166	-105,010	202,670,246	7,217,125,102	45,119,661,138	0000084246	0001401521	0000731766
24	Revenues_Y1	0	0	2,827,407,245	54,175,270,393	204,776,650,222	0001502292	0001412100	0000731766
25	Revenues_Y2	0	0	2,840,449,533	56,758,769,755	205,842,139,686	0001502292	0001412100	0000731766
26	Revenues_Y3	0	0	2,836,568,352	58,769,805,496	206,272,728,347	0001502292	0001412100	0000731766
27	Revenues_Y4	0	0	2,839,851,116	60,315,848,843	206,485,688,632	0001502292	0001412100	0000731766
28	Revenues_Y5	0	0	2,838,030,327	61,510,283,385	206,600,482,533	0001502292	0001412100	0000731766
29	remainder_NetIncome	-80,524,165	-42,801,986	0	41,306,762	285,684,850	0001179929	0001095073	0001071739
30	remainder_ComprehensiveNetIncome	-601,772,906	-54,105,742	7,815,391	638,303,946	1,426,221,077	0000049071	0001620459	0000005272

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	21,393,000	170,504,750	8,034,695,368	127,071,800,000	498,301,000,000	0001584831	0000860748	0000005272
1	Liabilities	7,475,000	69,145,839	5,695,271,864	88,595,250,000	432,593,000,000	0001584831	0000230557	0000005272
2	Expenses	-1,844,882,059	94,985,958	3,245,733,629	55,132,123,122	191,720,467,504	0001598665	0000064996	0000731766
3	Revenues	32,105,093	130,492,983	2,838,030,327	61,510,283,385	206,600,482,533	0001584831	0001412100	0000731766
4	StockholdersEquity	13,918,000	50,410,400	2,560,972,290	40,070,905,000	65,708,000,000	0001584831	0000944695	0000005272
5	NetIncome	-4,216,320,650	-1,404,104,752	199,150,941	4,831,233,654	14,880,015,028	0000005272	0001371285	0000731766
6	ComprehensiveNetIncome	-3,503,210,112	-1,430,674,030	225,267,647	4,678,099,911	14,965,993,591	0000005272	0000860748	0000731766
7	BaseVar	1,962,174,528	5,616,794,636	135,764,535,999	2,639,615,276,351	8,414,982,565,860	0001591890	0001412100	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.0789	0.112	0.374	2.00	8.85	0001042046	0000064996	0001371285
9	EconomicCapitalRatio	0.834	0.865	1.10	2.25	8.85	0001042046	0000064996	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.563	-0.428	-0.0475	0.171	0.270	0001179929	0000101199	0001273813
1	SeparateAccountAssets	-0.0435	-0.0283	-0.00578	0.00978	0.0522	0001179929	0001620459	0000005272
2	PremiumsReceivable	-0.163	-0.0936	-0.00485	0.0322	0.0413	0001179929	0000005513	0001214816
3	DeferredPolicyAcquisitionCosts	-0.0841	-0.0553	-0.00158	0.0133	0.0474	0001179929	0001096343	0001267238
4	ReinsuranceRecoverables	-0.186	-0.126	-0.0169	0.0629	0.118	0001179929	0000020286	0001401521
5	IntangibleAssets	-0.0869	-0.0318	-0.00769	0.0861	0.179	0001179929	0001576018	0000731766
6	AssetsCurrent	-0.0494	-0.0404	-0.00622	0.141	0.251	0000080661	0001331875	0001371285
7	AssetsNonCurrent	-0.0895	-0.0524	-0.00488	0.00738	0.109	0001179929	0001379041	0000060086
8	remainder_Assets	-0.302	-0.199	-0.0333	0.0967	0.401	0001179929	0001267238	0000876437
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.364	-0.232	0.0261	0.316	0.473	0000005513	0001576018	0000720858
10	PolicyholderContractDeposits	-0.310	-0.0139	0.0192	0.115	0.133	0000005272	0001095073	0001584831
11	LiabilitiesCurrent	-0.443	-0.272	0.00482	0.0180	0.0409	0001179929	0000890926	0001584831
12	UnearnedPremiums	-0.162	-0.119	0.00542	0.249	0.421	0001273813	0000021175	0001584831
13	ReinsurancePayable	-0.0386	-0.0301	0.00501	0.0466	0.0513	0001401521	0000876437	0001071739
14	LongTermDebt	-0.158	-0.0687	0.0202	0.0901	0.196	0001400810	0001096343	0001584831
15	remainder_Liabilities	-0.427	-0.172	0.0417	0.234	0.423	0001042046	0001018979	0001584831
16	PolicyholderBenefitsAndClaims	-0.00596	-0.00404	0.000816	0.00485	0.00840	0001371285	0000230557	0001584831
17	SellingGeneralAndAdministrativeExpense	-0.00203	-0.00176	-0.000569	0.00872	0.0115	0001448893	0000049071	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.00302	-0.000764	-0.000605	0.00208	0.00245	0001598665	0001042046	0001591890
19	remainder_Expenses	-0.0148	-0.00151	-0.000467	0.00596	0.00983	0001598665	0001071739	0001502292
20	PremiumsEarned	-0.00604	-0.00363	-0.00147	0.00576	0.00631	0001598665	0001502292	0001179929
21	InvestmentIncome	-0.00256	-0.00226	0.000232	0.000673	0.000728	0000005272	0001472787	0001214816
22	InsuranceCommissionsAndFees	-0.000644	-0.0000973	0.0000212	0.0000242	0.0000256	0000005272	0001095073	0001042046
23	remainder_Revenues	-0.0191	-0.0131	0.00171	0.00237	0.00264	0001371285	0000899051	0000005272
24	Revenues_Y1	0	0	0	0	0	0000005272	0001071739	0000005272
25	Revenues_Y2	0	0	0	0	0	0000005272	0001071739	0000005272
26	Revenues_Y3	0	0	0	0	0	0000005272	0001071739	0000005272
27	Revenues_Y4	0	0	0	0	0	0000005272	0001071739	0000005272
28	Revenues_Y5	0	0	0	0	0	0000005272	0001071739	0000005272
29	remainder_NetIncome	-0.0000171	-0.0000156	-0.0000142	0.000256	0.00299	0001448893	0001400810	0001598665
30	remainder_ComprehensiveNetIncome	-0.000112	-0.0000999	0.0000401	0.000825	0.00553	0001371285	0000080661	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.608	-0.467	-0.0416	0.199	0.277	0001179929	0001400810	0001273813
1	Liabilities	-0.425	-0.300	0.0131	0.396	0.493	0001042046	0001669162	0001584831
2	Expenses	-0.0101	-0.00452	0.000521	0.00186	0.00380	0001598665	0000074260	0001584831
3	Revenues	-0.00402	-0.00218	0.000198	0.00182	0.00336	0001598665	0000899051	0001584831
4	StockholdersEquity	-0.998	-0.697	-0.0364	0.197	0.378	0001179929	0000101199	0001448893
5	NetIncome	0	0	0	0	0	0000005272	0001071739	0000005272
6	ComprehensiveNetIncome	0	0	0	0	0	0000005272	0001071739	0000005272
7	BaseVar	-0.000000000000000111	0	0	0	0	0001400810	0001071739	0000005272
8	EconomicCapitalRatiobeforeLimitedLiability	-0.153	-0.124	-0.0279	0.253	0.300	0001042046	0000896159	0001448893
9	EconomicCapitalRatio	-0.150	-0.121	-0.0250	0.256	0.303	0001042046	0000896159	0001448893

2018

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000874501
error	1 × Negative Expenses, ignoring company.	pre-agg	0001267395
warning	25 × Excluding company: model target is nan	pre-agg	0001067983 0001363829 0001385613 0001744894 0001091748 0001171662 0001279363 0001361025 0000009346 0000100716 0000356130 0000775368 0000793547 0000800457 0000914748 0001069996 0001127703 0001494904 0001582086 0001681903 0000819913 0000881453 0001539894 0001601669 0001634038
warning	20 × The stock price does not exist	industry.us_generic	0001363829 0001744894 0001091748 0001171662 0001279363 0000009346 0000100716 0000356130 0000775368 0000793547 0000914748 0001069996 0001127703 0001582086 0001681903 0000819913 0000881453 0001539894 0001601669 0001634038
warning	20 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001179929 0001179929 0000021175 0000021175 0001042046 0001042046 0001067983 0001096343 0001096343 0001267395 0001598665 0001598665 0000074260 0000074260 0001448893 0001448893 0001091748 0001091748 0000944695 0001267238
warning	13 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0000850141 0000850141 0001096343 0001385613 0000074260 0000074260 0001472787 0001472787 0001156039 0001224608 0000899051 0000814585 0001739940
warning	10 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001091748 0000086312 0000891166 0000230557 0001156039 0001273813 0000876437 0000064996 0000049071 0000020286
warning	9 × Similarly named company. Duplicate?	None	0000021175 0001042046 0001598665 0001472787 0000891166 0000944695 0001669162 0001214816 0001172052
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y2', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y3', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y4', 'zeros': '50 of 50'} {'var_name': 'Revenues_Y5', 'zeros': '50 of 50'} {'var_name': 'NetIncome', 'zeros': '50 of 50'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '50 of 50'}
warning	7 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001067983 0001744894 0001744894 0000094344 0000094344 0000914748 0000814585
warning	6 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001385613 0001171662 0001361025 0000800457 0001494904
warning	5 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001067983 0001363829 0001363829 0001224608 0000814585
warning	3 × Ignoring company because Assets is zero	pre-agg	0001179929 0000086312 0000086312
warning	2 × Negative minimum value	check_abs_values	{'var_name': 'DeferredPolicyAcquisitionCostAmortizationExpense', 'min_value': np.float64(-93506681.66)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-22211304.22)}
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001126328 0001126328
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000011544. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000874501
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	5,563,762,997	78,350,820,000	314,209,000,000	0000049071	0000230557	0000005272
1	SeparateAccountAssets	0	0	0	1,824,985,400	81,847,000,000	0000004977	0001156039	0000005272
2	PremiumsReceivable	0	0	340,029,752	7,301,695,000	11,011,000,000	0000049071	0000101199	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	98,957,800	5,021,550,000	12,694,000,000	0000049071	0001273813	0000005272
4	ReinsuranceRecoverables	0	0	15,087,155	4,556,020,000	9,166,000,000	0000004977	0001400810	0001267238
5	IntangibleAssets	0	0	26,161,062	25,867,350,000	83,508,000,000	0000004977	0001379041	0001739940
6	AssetsCurrent	0	0	102,805,137	18,863,100,000	38,692,000,000	0000004977	0001576018	0000731766
7	AssetsNonCurrent	18,000	5,780,350	362,918,324	7,590,850,000	17,954,000,000	0001584831	0000890926	0000060086
8	remainder_Assets	-4,068,000,000	3,259,550	533,505,380	6,177,600,000	58,655,000,000	0001071739	0001156039	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,746,258,470	39,324,495,000	128,574,000,000	0000004977	0000064996	0000005272
10	PolicyholderContractDeposits	0	0	0	5,095,800,000	227,677,000,000	0000011544	0001448893	0000005272
11	LiabilitiesCurrent	0	0	0	17,467,700,000	53,209,000,000	0000004977	0001042046	0000731766
12	UnearnedPremiums	0	0	549,607,353	13,351,525,000	19,248,000,000	0000049071	0000891166	0000005272
13	ReinsurancePayable	0	0	0	684,905,000	6,437,000,000	0000004977	0001502292	0000896159
14	LongTermDebt	0	0	5,754,345	27,276,550,000	42,993,000,000	0000004977	0000891166	0001739940
15	remainder_Liabilities	-17,417,000,000	-5,944,950,000	739,286,505	27,271,050,000	104,708,000,000	0000731766	0000064996	0000004977
16	PolicyholderBenefitsAndClaims	0	0	1,129,565,057	52,629,532,968	148,988,585,643	0000021175	0000230557	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	269,948,352	15,487,316,804	85,653,612,522	0000074260	0000891166	0000731766
18	DeferredPolicyAcquisitionCostAmortizationExpense	-93,506,682	0	0	2,050,822,031	5,909,349,525	0001598665	0001371285	0000896159
19	remainder_Expenses	-24,414,805,201	-191,740,625	266,805,731	4,342,780,405	7,147,278,149	0000731766	0001172052	0000005272
20	PremiumsEarned	0	0	1,461,511,658	71,896,036,769	183,258,426,719	0000074260	0001412100	0000731766
21	InvestmentIncome	-22,211,304	0	71,808,485	2,312,809,241	12,592,830,574	0000080661	0001379041	0000005272
22	InsuranceCommissionsAndFees	0	0	0	75,762,663	2,786,967,985	0000004977	0001156039	0000005272
23	remainder_Revenues	-262,196,126	-32,644,873	177,982,249	5,772,830,723	55,300,099,965	0000004977	0001042046	0000731766
24	Revenues_Y1	0	2,430,714	3,082,899,467	65,725,428,793	233,527,499,739	0001669162	0000064996	0000731766
25	Revenues_Y2	0	2,632,434	3,008,163,279	71,617,502,518	236,242,449,532	0001669162	0000064996	0000731766
26	Revenues_Y3	0	2,344,703	3,070,457,828	76,538,284,817	237,507,650,295	0001669162	0000064996	0000731766
27	Revenues_Y4	0	2,620,985	3,018,893,158	76,543,100,857	238,179,826,415	0001669162	0000064996	0000731766
28	Revenues_Y5	0	2,364,715	3,061,596,839	76,542,673,014	238,558,526,683	0001669162	0000064996	0000731766
29	remainder_NetIncome	-537,468,750	-46,277,998	0	74,123,533	371,437,300	0000049071	0001042046	0001071739
30	remainder_ComprehensiveNetIncome	-2,993,877,638	-1,242,617,390	-5,220,034	69,926,129	249,943,462	0000005272	0001620459	0001096343

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	12,561,000	218,868,900	10,833,231,679	152,773,750,000	491,984,000,000	0001584831	0000850141	0000005272
1	Liabilities	4,247,000	81,414,550	6,967,420,990	114,788,500,000	434,675,000,000	0001584831	0001273813	0000005272
2	Expenses	-31,325,283	91,523,632	3,461,567,082	72,312,782,635	210,227,392,964	0001598665	0000860748	0000731766
3	Revenues	5,254,923	128,820,467	3,622,116,759	76,542,673,014	238,558,526,683	0001584831	0000860748	0000731766
4	StockholdersEquity	8,314,000	92,638,700	3,535,759,562	46,154,000,000	57,309,000,000	0001584831	0000876437	0000005272
5	NetIncome	-1,886,215,192	-102,679,381	310,958,049	4,652,869,478	28,331,133,719	0000005272	0000891166	0000731766
6	ComprehensiveNetIncome	-3,383,154,011	-151,822,294	277,116,512	4,119,825,013	27,693,350,188	0000005272	0001371285	0000731766
7	BaseVar	506,859,779	4,470,783,908	133,028,101,235	2,786,014,806,042	8,075,723,872,960	0001584831	0000860748	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.0734	0.101	0.330	1.58	6.82	0001042046	0000064996	0001371285
9	EconomicCapitalRatio	0.828	0.854	1.06	1.96	6.82	0001042046	0000064996	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.464	-0.412	-0.0558	0.211	0.304	0001071739	0000860748	0000876437
1	SeparateAccountAssets	-0.0532	-0.0348	-0.00877	0.0136	0.0410	0000049071	0001620459	0000850141
2	PremiumsReceivable	-0.131	-0.0693	-0.00257	0.0278	0.0777	0000049071	0001681206	0001576018
3	DeferredPolicyAcquisitionCosts	-0.0783	-0.0521	-0.00384	0.0175	0.0416	0000049071	0001669162	0001267238
4	ReinsuranceRecoverables	-0.131	-0.0903	-0.0132	0.0628	0.123	0000049071	0000850141	0000891166
5	IntangibleAssets	-0.0493	-0.0301	-0.0103	0.110	0.141	0000049071	0001576018	0000731766
6	AssetsCurrent	-0.0542	-0.0408	-0.00618	0.131	0.286	0000080661	0000947484	0001584831
7	AssetsNonCurrent	-0.0763	-0.0488	-0.00481	0.0126	0.110	0000049071	0000020286	0000060086
8	remainder_Assets	-0.217	-0.142	-0.0230	0.0608	0.0915	0001071739	0000850141	0001598665
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.346	-0.242	0.00933	0.310	0.475	0000005513	0000020286	0000720858
10	PolicyholderContractDeposits	-0.302	-0.0131	0.0227	0.114	0.165	0000005272	0000011544	0000049071
11	LiabilitiesCurrent	-0.275	-0.245	0.00587	0.0206	0.0378	0001371285	0001448893	0000094344
12	UnearnedPremiums	-0.190	-0.124	0.0102	0.248	0.325	0001273813	0000011544	0001371285
13	ReinsurancePayable	-0.0559	-0.0320	0.00668	0.0427	0.0632	0001598665	0001448893	0000049071
14	LongTermDebt	-0.164	-0.0604	0.0187	0.0777	0.0859	0001739940	0001576018	0000094344
15	remainder_Liabilities	-0.504	-0.263	0.0349	0.258	0.376	0000004977	0001214816	0001371285
16	PolicyholderBenefitsAndClaims	-0.00637	-0.00478	0.000609	0.00512	0.00770	0001371285	0000947484	0001584831
17	SellingGeneralAndAdministrativeExpense	-0.00251	-0.00222	-0.000753	0.0105	0.0136	0000084246	0000947484	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.00111	-0.000753	-0.000624	0.00245	0.00270	0001598665	0000020286	0001576018
19	remainder_Expenses	-0.0151	-0.00176	-0.000752	0.00618	0.0106	0001598665	0001584831	0001502292
20	PremiumsEarned	-0.00751	-0.00490	-0.00218	0.00669	0.00902	0001598665	0000860748	0000850141
21	InvestmentIncome	-0.00445	-0.00288	0.000312	0.000957	0.00131	0001273813	0000020286	0000064996
22	InsuranceCommissionsAndFees	-0.00493	-0.000171	0.000123	0.000153	0.000159	0001331875	0000064996	0001576018
23	remainder_Revenues	-0.0225	-0.0165	0.00183	0.00262	0.00826	0001371285	0000064996	0001576018
24	Revenues_Y1	0	0	0	0	0	0000004977	0001042046	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0001042046	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0001042046	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0001042046	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0001042046	0000004977
29	remainder_NetIncome	-0.00000691	-0.00000653	-0.00000577	0.000285	0.000732	0001448893	0000004977	0001598665
30	remainder_ComprehensiveNetIncome	-0.000599	-0.000469	-0.000126	0.000623	0.00371	0001371285	0000074260	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.499	-0.442	-0.0696	0.175	0.298	0001071739	0001095073	0001273813
1	Liabilities	-0.405	-0.343	0.0397	0.396	0.486	0000005272	0000230557	0000720858
2	Expenses	-0.0113	-0.00512	0.000541	0.00213	0.00505	0001598665	0001620459	0001584831
3	Revenues	-0.00513	-0.00288	0.000196	0.00331	0.00674	0001598665	0001400810	0001584831
4	StockholdersEquity	-0.958	-0.582	-0.0468	0.234	0.383	0000049071	0001042046	0001448893
5	NetIncome	0	0	0	0	0	0000004977	0001042046	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0001042046	0000004977
7	BaseVar	-0.000000000000000111	0	0	0	0	0000947484	0001042046	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.159	-0.137	-0.0387	0.237	0.323	0001042046	0000064996	0001448893
9	EconomicCapitalRatio	-0.156	-0.133	-0.0353	0.240	0.327	0001042046	0000064996	0001448893

2019

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000874501
warning	22 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001179929 0001179929 0000021175 0000021175 0000944695 0000944695 0001042046 0001042046 0001096343 0001096343 0001598665 0001598665 0000074260 0000074260 0001448893 0001091748 0001091748 0001267238 0001267238 0001371285 0001067983 0000033992
warning	22 × Excluding company: model target is nan	pre-agg	0000914748 0001363829 0001744894 0001091748 0001171662 0000009346 0000100716 0000775368 0000800457 0001069996 0001127703 0001385613 0001494904 0001539894 0001601669 0001634038 0001681903 0000819913 0000881453 0001067983 0001801754 0001818383
warning	21 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001224608 0001224608 0001156039 0001156039 0001179929 0001739940 0001739940 0000850141 0000850141 0000899051 0001096343 0001096343 0000074260 0000074260 0000814585 0000814585 0001472787 0001472787 0001539894 0001591890 0001801754
warning	17 × The stock price does not exist	industry.us_generic	0000914748 0001363829 0001744894 0001091748 0001171662 0000009346 0000100716 0000775368 0001069996 0001127703 0001539894 0001601669 0001634038 0001681903 0000819913 0000881453 0001801754
warning	11 × Similarly named company. Duplicate?	None	0001224608 0000021175 0000944695 0001042046 0001598665 0001472787 0000891166 0001669162 0001214816 0001172052 0000874766
warning	9 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001156039 0000021175 0001091748 0000086312 0000891166 0000230557 0000876437 0000064996 0000020286
warning	9 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-28390064950.63)} {'var_name': 'DeferredPolicyAcquisitionCostAmortizationExpense', 'min_value': np.float64(-177432859.01)} {'var_name': 'PremiumsEarned', 'min_value': np.float64(-1088765481.35)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-132917707.7)} {'var_name': 'Revenues_Y1', 'min_value': np.float64(-216355179.68)} {'var_name': 'Revenues_Y2', 'min_value': np.float64(-3478630104.799999)} {'var_name': 'Revenues_Y3', 'min_value': np.float64(-8576791964.169998)} {'var_name': 'Revenues_Y4', 'min_value': np.float64(-11850081081.490002)} {'var_name': 'Revenues_Y5', 'min_value': np.float64(-13951705537.75)}
warning	9 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000914748 0001042046 0001744894 0000814585 0000814585 0000094344 0000094344 0001067983 0001591890
warning	8 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001224608 0001224608 0001363829 0001363829 0000814585 0000814585 0000776867 0001067983
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '53 of 53'} {'var_name': 'Revenues_Y2', 'zeros': '53 of 53'} {'var_name': 'Revenues_Y3', 'zeros': '53 of 53'} {'var_name': 'Revenues_Y4', 'zeros': '53 of 53'} {'var_name': 'Revenues_Y5', 'zeros': '53 of 53'} {'var_name': 'NetIncome', 'zeros': '53 of 53'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '53 of 53'}
warning	6 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000800457 0001385613 0001494904 0001067983 0001818383 0001827669
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001126328 0001126328 0001827669
warning	1 × No sufficient historical data found for CompanyID 0001761312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000011544. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000874501
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Assets is zero	pre-agg	0000086312
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	5,659,264,780	96,710,800,000	337,615,000,000	0000049071	0000890926	0000005272
1	SeparateAccountAssets	0	0	0	2,711,881,400	93,272,000,000	0000004977	0001096343	0000005272
2	PremiumsReceivable	0	0	249,190,840	7,574,380,000	10,357,000,000	0000049071	0000814585	0000896159
3	DeferredPolicyAcquisitionCosts	0	0	91,894,532	5,812,400,000	11,207,000,000	0000049071	0000891166	0000005272
4	ReinsuranceRecoverables	0	0	6,500	5,548,799,600	9,593,400,000	0000004977	0001224608	0001267238
5	IntangibleAssets	0	0	7,731,614	24,485,000,000	81,164,000,000	0000004977	0001371285	0001739940
6	AssetsCurrent	0	0	100,513,633	23,870,800,000	42,634,000,000	0000004977	0001669162	0000731766
7	AssetsNonCurrent	0	116,400	288,487,442	8,030,200,000	18,713,000,000	0000814585	0001214816	0000060086
8	remainder_Assets	-41,768,000	16,827,600	772,249,600	9,660,000,000	56,313,000,000	0001681206	0000004977	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,921,901,105	38,296,000,000	128,840,000,000	0000004977	0000064996	0000005272
10	PolicyholderContractDeposits	0	0	0	7,776,200,000	248,569,000,000	0000011544	0001400810	0000005272
11	LiabilitiesCurrent	0	0	0	16,004,200,000	61,782,000,000	0000004977	0000947484	0000731766
12	UnearnedPremiums	0	0	524,379,033	15,847,240,000	18,269,000,000	0000049071	0001620459	0000005272
13	ReinsurancePayable	0	0	0	1,011,289,200	6,184,000,000	0000004977	0001472787	0000896159
14	LongTermDebt	0	0	0	25,664,200,000	46,952,000,000	0000004977	0001472787	0000731766
15	remainder_Liabilities	-18,697,000,000	-3,375,400,000	985,646,126	25,907,000,000	112,249,000,000	0000731766	0000876437	0000004977
16	PolicyholderBenefitsAndClaims	-28,390,064,951	-2,875,477	817,163,954	40,713,085,361	159,436,218,863	0001179929	0000860748	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	291,681,793	11,312,799,917	111,721,000,000	0000074260	0000891166	0001739940
18	DeferredPolicyAcquisitionCostAmortizationExpense	-177,432,859	0	0	3,958,230,259	6,148,666,671	0001412100	0001371285	0000896159
19	remainder_Expenses	-330,506,936	4,800	337,849,400	7,214,175,759	25,727,281,952	0001598665	0001448893	0001179929
20	PremiumsEarned	-1,088,765,481	-21,057,099	1,089,102,019	33,864,750,059	193,126,769,266	0001412100	0000101199	0000731766
21	InvestmentIncome	-132,917,708	0	67,615,447	3,052,253,270	14,457,467,763	0000064996	0000084246	0000005272
22	InsuranceCommissionsAndFees	0	0	0	546,103,123	3,020,085,583	0000004977	0001379041	0000005272
23	remainder_Revenues	-30,159,705,538	-125,926,218	169,319,313	71,012,335,894	375,578,710,715	0001179929	0000874766	0000049071
24	Revenues_Y1	-216,355,180	0	2,856,948,137	67,255,052,964	247,371,186,085	0001412100	0000230557	0000731766
25	Revenues_Y2	-3,478,630,105	0	1,543,264,359	68,113,147,141	249,510,472,242	0001179929	0000094344	0000731766
26	Revenues_Y3	-8,576,791,964	0	1,526,621,739	67,968,178,683	251,461,012,635	0001179929	0000094344	0000049071
27	Revenues_Y4	-11,850,081,081	0	1,528,310,039	67,991,565,910	313,340,256,786	0001179929	0000094344	0000049071
28	Revenues_Y5	-13,951,705,538	0	1,525,521,513	67,987,844,542	374,962,748,606	0001179929	0000094344	0000049071
29	remainder_NetIncome	-1,684,000,000	-60,774,239	0	17,134,806	41,312,571	0001739940	0001156039	0001096343
30	remainder_ComprehensiveNetIncome	-2,697,786,531	-771,836,221	-1,265,190	899,076,846	1,612,041,617	0000896159	0001502292	0000899051

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	9,495,000	253,226,000	10,681,379,268	163,020,000,000	525,064,000,000	0001584831	0001331875	0000005272
1	Liabilities	539,000	101,276,400	6,604,772,145	115,681,000,000	457,637,000,000	0001591890	0000230557	0000005272
2	Expenses	-1,726,812,206	18,610,276	3,548,138,981	77,854,219,545	231,437,982,475	0001179929	0001224608	0000731766
3	Revenues	-13,951,705,538	33,701,742	3,623,040,142	118,778,583,761	374,962,748,606	0001179929	0000064996	0000049071
4	StockholdersEquity	8,043,000	107,222,000	3,972,697,400	49,359,800,000	67,427,000,000	0001584831	0000860748	0000005272
5	NetIncome	-12,285,301,830	-1,214,490,182	364,406,345	8,445,156,804	309,815,229,509	0001179929	0000084246	0000049071
6	ComprehensiveNetIncome	-12,281,131,760	-1,427,015,928	379,183,154	8,747,594,033	309,889,623,501	0001179929	0000020286	0000049071
7	BaseVar	89,336,698	5,958,193,278	264,490,561,884	6,488,646,401,746	13,146,282,128,074	0001584831	0000944695	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	-3.13	0.0717	0.306	1.88	31.4	0001179929	0001576018	0000049071
9	EconomicCapitalRatio	0.0495	0.827	1.04	2.17	31.4	0001179929	0001576018	0000049071

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.515	-0.395	-0.0164	0.165	0.377	0001179929	0001096343	0000876437
1	SeparateAccountAssets	-0.0674	-0.0364	-0.00756	0.00905	0.0528	0001179929	0001096343	0000005272
2	PremiumsReceivable	-0.147	-0.0758	-0.000468	0.0248	0.0591	0001179929	0000064996	0001576018
3	DeferredPolicyAcquisitionCosts	-0.0849	-0.0463	-0.00244	0.0132	0.0509	0001179929	0001620459	0001267238
4	ReinsuranceRecoverables	-0.143	-0.0810	-0.0115	0.0593	0.0991	0001179929	0001224608	0001598665
5	IntangibleAssets	-0.0893	-0.0230	-0.00660	0.101	0.174	0001179929	0001224608	0000731766
6	AssetsCurrent	-0.0984	-0.0817	-0.0273	0.0624	0.213	0000080661	0000004977	0001584831
7	AssetsNonCurrent	-0.112	-0.0467	-0.00315	0.0151	0.109	0001179929	0000899051	0000060086
8	remainder_Assets	-0.383	-0.268	-0.0682	0.0484	0.180	0001179929	0001095073	0000814585
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.323	-0.245	0.0310	0.296	0.487	0001412100	0001400810	0000720858
10	PolicyholderContractDeposits	-0.314	-0.0406	0.0239	0.112	0.184	0000005272	0001400810	0000049071
11	LiabilitiesCurrent	-0.320	-0.254	0.00460	0.0146	0.0256	0001179929	0001096343	0000094344
12	UnearnedPremiums	-0.199	-0.125	0.00274	0.230	0.274	0001761312	0001095073	0000094344
13	ReinsurancePayable	-0.158	-0.0259	0.00809	0.0533	0.0885	0001620459	0001379041	0000049071
14	LongTermDebt	-0.185	-0.0275	0.0289	0.128	0.174	0000814585	0001267238	0000049071
15	remainder_Liabilities	-0.461	-0.298	0.0655	0.278	0.314	0000004977	0000011544	0001371285
16	PolicyholderBenefitsAndClaims	-0.00496	-0.00274	0.000569	0.00341	0.00521	0001598665	0001379041	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00191	-0.00170	-0.000707	0.00647	0.00855	0000084246	0000230557	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000779	-0.000506	-0.000416	0.00148	0.00268	0001598665	0001042046	0001576018
19	remainder_Expenses	-0.0116	-0.00141	-0.000627	0.00576	0.00980	0001598665	0000899051	0001179929
20	PremiumsEarned	-0.00494	-0.00335	-0.00137	0.00430	0.00531	0001598665	0000731766	0000814585
21	InvestmentIncome	-0.00994	-0.00187	0.000265	0.000862	0.000950	0001591890	0000064996	0001412100
22	InsuranceCommissionsAndFees	-0.00279	-0.000277	0.0000769	0.0000990	0.000102	0001331875	0001172052	0001412100
23	remainder_Revenues	-0.0126	-0.00940	0.00125	0.00229	0.00509	0001371285	0001267238	0001591890
24	Revenues_Y1	0	0	0	0	0	0000004977	0000947484	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000947484	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000947484	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000947484	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000947484	0000004977
29	remainder_NetIncome	-0.0000969	-0.0000617	-0.0000548	0.0000891	0.00246	0001598665	0000101199	0001591890
30	remainder_ComprehensiveNetIncome	-0.000696	-0.000492	-0.000150	0.00102	0.00356	0001371285	0000899051	0000814585

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.566	-0.454	-0.0629	0.136	0.191	0001179929	0001761312	0000876437
1	Liabilities	-0.598	-0.371	0.0985	0.349	0.506	0000814585	0001576018	0000720858
2	Expenses	-0.00798	-0.00366	0.000609	0.00159	0.00272	0001598665	0001620459	0000944695
3	Revenues	-0.00290	-0.00184	0.000128	0.00195	0.00243	0001598665	0001400810	0000944695
4	StockholdersEquity	-1.31	-0.691	-0.0686	0.345	0.684	0001179929	0001681206	0001591890
5	NetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
7	BaseVar	0	0	0	0	0.000000000000000111	0000004977	0000947484	0000011544
8	EconomicCapitalRatiobeforeLimitedLiability	-0.171	-0.151	-0.0542	0.303	0.591	0001042046	0001379041	0001591890
9	EconomicCapitalRatio	-0.165	-0.145	-0.0481	0.309	0.597	0001042046	0001379041	0001591890

2020

Logs

error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001072627 0000874501
warning	25 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001224608 0001224608 0001156039 0001156039 0001179929 0001739940 0001739940 0000850141 0000850141 0001067983 0001096343 0001096343 0001539894 0001539894 0001591890 0001801754 0000074260 0000074260 0000814585 0000814585 0001472787 0001472787 0001126328 0001691421 0001828105
warning	25 × Excluding company: model target is nan	pre-agg	0001067983 0001363829 0001539894 0001801754 0001091748 0001171662 0000009346 0000100716 0000775368 0000800457 0000914748 0001069996 0001127703 0001385613 0001494904 0001601669 0001634038 0001681903 0000819913 0000881453 0001818383 0001065201 0001788882 0001568651 0001722438
warning	24 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001179929 0001371285 0001371285 0000021175 0000021175 0000033992 0000033992 0000944695 0001042046 0001067983 0001067983 0001096343 0001096343 0001598665 0001598665 0000074260 0000074260 0001091748 0001267238 0001267238 0001126328 0001448893 0001828105 0001832466
warning	18 × The stock price does not exist	industry.us_generic	0001363829 0001539894 0001801754 0001091748 0001171662 0000009346 0000100716 0000775368 0000914748 0001069996 0001127703 0001601669 0001634038 0001681903 0000819913 0000881453 0001065201 0001722438
warning	12 × Similarly named company. Duplicate?	None	0001224608 0000021175 0000944695 0001042046 0001598665 0001472787 0000086312 0001669162 0001401521 0001214816 0001172052 0000891166
warning	10 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001224608 0000776867 0000776867 0001067983 0001067983 0001363829 0001363829 0000814585 0000814585 0001788882
warning	9 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-193303596.46)} {'var_name': 'DeferredPolicyAcquisitionCostAmortizationExpense', 'min_value': np.float64(-32417082.23)} {'var_name': 'PremiumsEarned', 'min_value': np.float64(-97883761.53)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-8341644.96)} {'var_name': 'Revenues_Y1', 'min_value': np.float64(-18895737.830000002)} {'var_name': 'Revenues_Y2', 'min_value': np.float64(-19064846.71)} {'var_name': 'Revenues_Y3', 'min_value': np.float64(-19889596.349999994)} {'var_name': 'Revenues_Y4', 'min_value': np.float64(-26718290.86999999)} {'var_name': 'Revenues_Y5', 'min_value': np.float64(-29276079.689999998)}
warning	8 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0000800457 0001385613 0001494904 0001827669 0001818383 0001788882 0001568651
warning	8 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000776867 0001042046 0001067983 0001067983 0001591890 0000814585 0000814585 0000094344
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y2', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y3', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y4', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y5', 'zeros': '57 of 57'} {'var_name': 'NetIncome', 'zeros': '57 of 57'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '57 of 57'}
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001072627 0000874501
warning	2 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0000876437
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001827669 0001126328
warning	1 × No sufficient historical data found for CompanyID 0001788882. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001761312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001691421. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000033992. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Revenues is zero	pre-agg	0001827669
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001067983
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	2,948,704,991	99,123,400,000	360,668,000,000	0000049071	0000776867	0000005272
1	SeparateAccountAssets	0	0	0	2,981,938,400	100,290,000,000	0000004977	0001331875	0000005272
2	PremiumsReceivable	0	0	87,341,649	8,467,280,000	11,333,000,000	0000049071	0001401521	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	74,417,069	5,836,300,000	10,441,000,000	0000049071	0001401521	0000004977
4	ReinsuranceRecoverables	0	0	22,476,700	7,777,356,000	18,361,000,000	0000004977	0001172052	0000896159
5	IntangibleAssets	0	0	561,667	27,851,200,000	82,193,000,000	0000004977	0000033992	0000731766
6	AssetsCurrent	0	0	101,186,329	24,472,600,000	53,718,000,000	0000005272	0001681206	0000731766
7	AssetsNonCurrent	0	0	167,142,408	8,665,200,000	13,520,000,000	0000776867	0000101199	0000060086
8	remainder_Assets	-7,037,000,000	-13,077,200	875,028,298	11,626,400,000	91,263,000,000	0001071739	0001096343	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,750,851,200	43,206,600,000	128,817,000,000	0000004977	0000084246	0000005272
10	PolicyholderContractDeposits	0	0	0	11,380,200,000	264,089,000,000	0000021175	0001379041	0000005272
11	LiabilitiesCurrent	0	0	0	23,158,600,000	72,420,000,000	0000004977	0001267238	0000731766
12	UnearnedPremiums	0	0	422,051,584	16,220,800,000	18,660,000,000	0000049071	0001172052	0000005272
13	ReinsurancePayable	0	0	0	994,689,200	43,060,000,000	0000004977	0001379041	0000005272
14	LongTermDebt	0	0	0	23,754,800,000	50,963,000,000	0000004977	0001267238	0000731766
15	remainder_Liabilities	-18,505,000,000	-8,695,200,000	637,534,638	26,050,800,000	120,106,000,000	0000731766	0000776867	0000004977
16	PolicyholderBenefitsAndClaims	-193,303,596	0	571,072,367	68,905,611,298	160,204,481,513	0001412100	0000850141	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	284,107,353	17,346,777,421	117,556,000,000	0000074260	0000064996	0001739940
18	DeferredPolicyAcquisitionCostAmortizationExpense	-32,417,082	0	0	4,473,865,687	6,542,597,476	0001412100	0001179929	0000896159
19	remainder_Expenses	-710,121,564	-163,703	343,149,656	9,546,452,815	17,670,868,089	0000004977	0001224608	0001179929
20	PremiumsEarned	-97,883,762	0	1,021,924,017	40,980,611,552	205,230,683,327	0001412100	0000876437	0000731766
21	InvestmentIncome	-8,341,645	0	28,458,121	2,433,718,462	13,708,799,188	0001401521	0000890926	0000005272
22	InsuranceCommissionsAndFees	0	0	0	282,295,967	3,084,909,312	0000004977	0001224608	0001331875
23	remainder_Revenues	-667,991,784	-8,049,614	158,517,324	60,192,519,953	124,883,662,453	0000005272	0000891166	0001156039
24	Revenues_Y1	-18,895,738	0	1,374,848,800	75,858,603,662	261,925,215,989	0001591890	0000890926	0000731766
25	Revenues_Y2	-19,064,847	0	1,416,618,102	87,875,408,547	263,782,978,465	0001591890	0000890926	0000731766
26	Revenues_Y3	-19,889,596	0	1,363,125,048	74,996,550,553	264,655,461,670	0001412100	0000776867	0000731766
27	Revenues_Y4	-26,718,291	0	1,405,281,887	88,865,983,647	265,122,019,406	0001412100	0000890926	0000731766
28	Revenues_Y5	-29,276,080	0	1,382,491,498	74,064,361,754	265,389,166,365	0001412100	0000776867	0000731766
29	remainder_NetIncome	-118,998,832	-15,809,813	0	72,295,140	2,566,000,000	0001179929	0000731766	0001739940
30	remainder_ComprehensiveNetIncome	-273,737,953	-155	62,957,165	2,611,751,523	7,351,902,282	0000731766	0001379041	0000005272

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	9,083,000	278,659,400	7,956,891,282	170,223,600,000	586,481,000,000	0001584831	0000890926	0000005272
1	Liabilities	512,000	143,149,400	5,612,270,400	127,666,600,000	519,282,000,000	0001591890	0000814585	0000005272
2	Expenses	-163,678,302	57,021,001	2,153,757,105	124,968,643,451	244,117,854,624	0001412100	0000094344	0000731766
3	Revenues	-29,276,080	75,736,802	2,396,882,390	132,672,213,441	265,389,166,365	0001412100	0000094344	0000731766
4	StockholdersEquity	8,025,000	83,122,922	3,818,150,505	52,197,000,000	70,539,000,000	0001584831	0000776867	0000731766
5	NetIncome	-15,037,624,009	-1,531,943,289	242,640,417	7,389,331,234	34,918,840,409	0000049071	0000094344	0001071739
6	ComprehensiveNetIncome	-14,913,285,665	-454,587,009	434,277,622	7,484,158,691	34,978,960,527	0000049071	0000890926	0001071739
7	BaseVar	122,837,526	14,257,892,764	246,557,744,423	14,015,996,825,846	27,569,587,185,069	0001584831	0000094344	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	-4.03	0.0954	0.352	1.69	7.97	0001591890	0000074260	0001371285
9	EconomicCapitalRatio	0.00814	0.849	1.08	2.03	7.97	0001591890	0000074260	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.524	-0.412	-0.0262	0.185	0.386	0001179929	0001598665	0000876437
1	SeparateAccountAssets	-0.0655	-0.0436	-0.00797	0.00798	0.0624	0001179929	0001096343	0000850141
2	PremiumsReceivable	-0.128	-0.0705	-0.00101	0.0237	0.0509	0001179929	0001591890	0001576018
3	DeferredPolicyAcquisitionCosts	-0.0762	-0.0509	-0.00238	0.0119	0.0617	0001179929	0000021175	0001267238
4	ReinsuranceRecoverables	-0.149	-0.102	-0.00925	0.0624	0.0992	0001179929	0000890926	0001598665
5	IntangibleAssets	-0.0811	-0.0237	-0.00410	0.116	0.178	0001179929	0000876437	0001739940
6	AssetsCurrent	-0.0838	-0.0657	-0.0180	0.116	0.318	0000080661	0000947484	0001788882
7	AssetsNonCurrent	-0.0932	-0.0497	-0.00183	0.0116	0.0764	0001179929	0000899051	0000060086
8	remainder_Assets	-0.397	-0.311	-0.0886	0.101	0.249	0001179929	0001096343	0001691421
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.423	-0.232	0.0702	0.342	0.483	0001412100	0000944695	0000720858
10	PolicyholderContractDeposits	-0.387	-0.0735	0.0322	0.152	0.223	0001331875	0001691421	0000049071
11	LiabilitiesCurrent	-0.344	-0.260	0.00456	0.0118	0.0254	0001179929	0001448893	0000094344
12	UnearnedPremiums	-0.186	-0.129	0.00544	0.237	0.316	0001267238	0000814585	0001371285
13	ReinsurancePayable	-0.111	-0.0376	0.0104	0.0776	0.115	0001620459	0001669162	0000049071
14	LongTermDebt	-0.0830	-0.0684	0.0131	0.0473	0.0942	0000731766	0000876437	0001371285
15	remainder_Liabilities	-0.729	-0.277	0.0716	0.322	0.462	0000814585	0001214816	0001371285
16	PolicyholderBenefitsAndClaims	-0.00479	-0.00140	0.000218	0.00176	0.00237	0001598665	0001379041	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00177	-0.000838	-0.000340	0.00312	0.00407	0001591890	0001598665	0000094344
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000440	-0.000236	-0.000208	0.000825	0.00144	0001598665	0000101199	0001761312
19	remainder_Expenses	-0.00763	-0.000882	-0.000427	0.00328	0.00441	0001598665	0000899051	0001179929
20	PremiumsEarned	-0.00200	-0.00182	-0.000960	0.00220	0.0167	0000094344	0001267238	0001591890
21	InvestmentIncome	-0.00134	-0.000898	-0.00000592	0.000133	0.0105	0000005272	0001598665	0001591890
22	InsuranceCommissionsAndFees	-0.00145	-0.000131	0.0000320	0.0000392	0.0000419	0001331875	0001156039	0000814585
23	remainder_Revenues	-0.00491	-0.00452	0.000810	0.00128	0.00156	0000776867	0001267238	0000005272
24	Revenues_Y1	0	0	0	0	0	0000004977	0001071739	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0001071739	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0001071739	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0001071739	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0001071739	0000004977
29	remainder_NetIncome	-0.00000870	-0.00000470	-0.00000429	0.0000429	0.000120	0001598665	0000094344	0000084246
30	remainder_ComprehensiveNetIncome	-0.000320	-0.000184	-0.0000513	0.000327	0.00135	0001598665	0001412100	0000814585

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.586	-0.470	-0.0618	0.111	0.200	0001179929	0000020286	0000876437
1	Liabilities	-0.589	-0.400	0.123	0.401	0.788	0000814585	0000020286	0001591890
2	Expenses	-0.00510	-0.00104	0.000108	0.00116	0.00164	0001598665	0000874766	0001591890
3	Revenues	-0.00105	-0.000893	-0.000189	0.00103	0.0180	0000776867	0001071739	0001591890
4	StockholdersEquity	-1.16	-0.740	-0.0385	0.359	0.513	0000049071	0001214816	0001584831
5	NetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0001071739	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.212	-0.157	-0.0578	0.304	0.589	0000814585	0001095073	0001591890
9	EconomicCapitalRatio	-0.205	-0.151	-0.0510	0.311	0.596	0000814585	0001095073	0001591890

2021

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0001363829 0001598665
warning	26 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001126328 0001126328 0001371285 0001371285 0001832466 0001832466 0000021175 0000021175 0000033992 0000033992 0000776867 0001067983 0001067983 0001096343 0001096343 0001598665 0001598665 0001828105 0000074260 0000074260 0001448893 0001448893 0001267238 0001267238 0001091748 0001591890
warning	22 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001126328 0001126328 0001224608 0001156039 0001156039 0001739940 0001739940 0000850141 0000850141 0001067983 0001067983 0001096343 0001539894 0001691421 0001828105 0001828105 0000074260 0000074260 0000814585 0000814585 0001472787 0001472787
warning	19 × Excluding company: model target is nan	pre-agg	0001363829 0001539894 0001788882 0001568651 0000775368 0000800457 0000914748 0001069996 0001127703 0001385613 0001494904 0001681903 0001801754 0001091748 0001722438 0000819913 0000881453 0001065201 0001818383
warning	14 × Similarly named company. Duplicate?	None	0001126328 0001224608 0001832466 0000021175 0001598665 0001472787 0000086312 0001669162 0001401521 0001214816 0001172052 0001072627 0001042046 0000944695
warning	13 × The stock price does not exist	industry.us_generic	0001363829 0001539894 0000775368 0000914748 0001069996 0001127703 0001681903 0001801754 0001091748 0001722438 0000819913 0000881453 0001065201
warning	11 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000776867 0000776867 0001067983 0001067983 0001363829 0001363829 0001788882 0001788882 0000814585 0000814585 0001584831
warning	8 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001788882 0001568651 0000800457 0001385613 0001494904 0001827669 0001818383
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '58 of 58'} {'var_name': 'Revenues_Y2', 'zeros': '58 of 58'} {'var_name': 'Revenues_Y3', 'zeros': '58 of 58'} {'var_name': 'Revenues_Y4', 'zeros': '58 of 58'} {'var_name': 'Revenues_Y5', 'zeros': '58 of 58'} {'var_name': 'NetIncome', 'zeros': '58 of 58'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '58 of 58'}
warning	6 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000776867 0000776867 0001067983 0001067983 0000814585 0000814585
warning	3 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-11346782.81)} {'var_name': 'PremiumsEarned', 'min_value': np.float64(-151760543.01)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-66583788.65)}
warning	2 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0000876437
warning	2 × Ignoring company because Revenues is zero	pre-agg	0001827669 0001591890
warning	2 × Ignoring company because Liabilities is zero	pre-agg	0001067983 0001067983
warning	1 × No sufficient historical data found for CompanyID 0001832466. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001828105. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001761312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001691421. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001393726. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000033992. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001722438
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Expenses is zero	pre-agg	0000881453
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	4,835,069,216	110,918,465,000	359,292,000,000	0000049071	0001448893	0000005272
1	SeparateAccountAssets	0	0	0	4,175,400,000	182,345,400,000	0000004977	0001214816	0001126328
2	PremiumsReceivable	0	0	83,639,422	9,687,875,000	12,409,000,000	0000049071	0001761312	0000005272
3	DeferredPolicyAcquisitionCosts	0	0	70,800,639	6,007,700,000	10,514,000,000	0000049071	0001172052	0000005272
4	ReinsuranceRecoverables	0	0	16,136,316	7,832,480,400	20,394,000,000	0000004977	0001172052	0000896159
5	IntangibleAssets	0	0	54,224,730	28,682,200,000	85,839,000,000	0000004977	0001371285	0000731766
6	AssetsCurrent	0	0	183,002,608	29,642,550,000	61,758,000,000	0000005272	0001620459	0000731766
7	AssetsNonCurrent	0	0	182,532,454	7,316,600,000	14,351,000,000	0000776867	0001331875	0000005272
8	remainder_Assets	-7,389,000,000	-4,158,535	857,744,105	11,165,600,000	90,435,000,000	0001071739	0001096343	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	1,750,394,030	45,891,935,000	138,976,000,000	0000004977	0001379041	0000005272
10	PolicyholderContractDeposits	0	0	0	16,968,310,000	269,273,000,000	0000021175	0001214816	0000005272
11	LiabilitiesCurrent	0	0	0	27,133,000,000	78,292,000,000	0000004977	0001224608	0000731766
12	UnearnedPremiums	0	0	357,345,380	18,695,295,000	19,844,000,000	0000049071	0001400810	0000899051
13	ReinsurancePayable	0	0	0	1,597,165,050	40,771,000,000	0000004977	0001371285	0000005272
14	LongTermDebt	0	0	0	25,078,300,000	54,170,000,000	0000004977	0001224608	0000731766
15	remainder_Liabilities	-21,218,000,000	-8,971,050,000	931,553,463	22,078,250,000	114,641,000,000	0000731766	0000094344	0000004977
16	PolicyholderBenefitsAndClaims	-11,346,783	0	467,524,732	77,014,132,177	195,122,091,491	0001412100	0001598665	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	287,373,888	33,889,236,469	145,917,269,874	0000074260	0001832466	0001179929
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	4,584,004,980	6,917,769,434	0000020286	0001224608	0000896159
19	remainder_Expenses	-852,999,953	4,398,933	381,063,405	7,081,225,265	11,512,955,483	0001620459	0001448893	0001071739
20	PremiumsEarned	-151,760,543	0	925,823,838	51,720,666,325	235,590,459,813	0001267238	0000101199	0000731766
21	InvestmentIncome	-66,583,789	-616,138	32,929,838	4,117,134,153	14,533,091,137	0001267238	0001669162	0000005272
22	InsuranceCommissionsAndFees	0	0	0	51,879,056	5,001,735,154	0000004977	0001214816	0001331875
23	remainder_Revenues	-4,556,304	903,199	386,736,010	21,336,755,133	141,407,712,351	0001620459	0001042046	0001156039
24	Revenues_Y1	0	0	1,511,137,767	132,687,675,441	297,984,017,267	0000033992	0000776867	0000731766
25	Revenues_Y2	0	0	3,005,153,932	134,453,185,211	302,110,046,042	0000033992	0000094344	0000731766
26	Revenues_Y3	0	0	1,530,839,005	135,068,707,312	304,044,810,898	0000033992	0000776867	0000731766
27	Revenues_Y4	0	0	3,036,430,837	135,296,028,551	305,080,779,104	0000033992	0000094344	0000731766
28	Revenues_Y5	0	0	1,692,307,618	135,378,123,670	305,682,943,238	0000033992	0000776867	0000731766
29	remainder_NetIncome	-2,443,917,324	-9,843,563	0	782,165,000	2,550,933,169	0000899051	0000876437	0001739940
30	remainder_ComprehensiveNetIncome	-2,063,216,408	-734,531,037	-17,934,100	74,514,307	1,233,782,211	0000899051	0000094344	0001331875

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	17,689,000	453,985,741	9,244,583,456	201,876,800,000	596,112,000,000	0001584831	0001576018	0000005272
1	Liabilities	1,038,000	254,779,219	6,573,278,300	136,418,950,000	527,200,000,000	0001584831	0001576018	0000005272
2	Expenses	1,604,516	79,208,118	3,354,866,554	135,524,813,830	278,237,236,251	0001584831	0001224608	0000731766
3	Revenues	5,781,774	104,738,494	1,692,307,618	135,378,123,670	305,682,943,238	0001584831	0000776867	0000731766
4	StockholdersEquity	-300,000,000	36,925,200	3,427,990,860	49,063,500,000	76,479,000,000	0000814585	0000776867	0000731766
5	NetIncome	-135,004,099,700	-2,457,915,775	589,881,932	7,552,622,909	27,445,706,987	0001179929	0000084246	0000731766
6	ComprehensiveNetIncome	-135,005,777,028	-2,566,199,920	514,349,067	7,225,006,961	26,700,279,551	0001179929	0000890926	0000731766
7	BaseVar	262,494,986	9,678,205,501	206,500,630,364	9,266,582,682,004	20,085,906,444,273	0001584831	0000094344	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	-0.0215	0.0906	0.363	1.35	5.76	0000814585	0000064996	0001371285
9	EconomicCapitalRatio	0.756	0.845	1.09	1.80	5.76	0000814585	0000064996	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.537	-0.416	-0.0341	0.190	0.377	0001179929	0001584831	0000876437
1	SeparateAccountAssets	-0.192	-0.138	-0.0300	0.00712	0.0543	0001179929	0001331875	0000850141
2	PremiumsReceivable	-0.133	-0.0810	-0.00103	0.0240	0.0652	0001179929	0001412100	0001576018
3	DeferredPolicyAcquisitionCosts	-0.0897	-0.0626	-0.00255	0.0162	0.0741	0001179929	0001620459	0001267238
4	ReinsuranceRecoverables	-0.191	-0.138	-0.0116	0.0617	0.121	0001179929	0000084246	0001828105
5	IntangibleAssets	-0.121	-0.0349	-0.00696	0.0855	0.160	0001179929	0000005272	0001739940
6	AssetsCurrent	-0.0690	-0.0459	-0.0119	0.186	0.239	0000080661	0000005272	0001828105
7	AssetsNonCurrent	-0.114	-0.0648	-0.00378	0.0134	0.0387	0001179929	0000086312	0000890926
8	remainder_Assets	-0.399	-0.305	-0.0722	0.0711	0.372	0001179929	0000004977	0000776867
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.425	-0.228	0.0524	0.290	0.405	0001412100	0000890926	0001584831
10	PolicyholderContractDeposits	-0.392	-0.224	0.0620	0.214	0.342	0001126328	0001096343	0001371285
11	LiabilitiesCurrent	-0.383	-0.251	0.00451	0.0130	0.0267	0001179929	0001828105	0000094344
12	UnearnedPremiums	-0.286	-0.125	0.00364	0.215	0.353	0001267238	0000005272	0001371285
13	ReinsurancePayable	-0.0671	-0.0414	0.00927	0.0884	0.120	0001828105	0001502292	0001832466
14	LongTermDebt	-0.0627	-0.0545	0.0154	0.0579	0.130	0001071739	0001214816	0001371285
15	remainder_Liabilities	-0.737	-0.227	0.0836	0.300	0.389	0000814585	0001828105	0001371285
16	PolicyholderBenefitsAndClaims	-0.00755	-0.00212	0.000363	0.00348	0.00437	0001598665	0000850141	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00149	-0.00132	-0.000238	0.00526	0.00822	0000084246	0001598665	0001179929
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000627	-0.000362	-0.000303	0.00105	0.00287	0001598665	0001681206	0001761312
19	remainder_Expenses	-0.0116	-0.00152	-0.000752	0.00480	0.00665	0001598665	0001472787	0001371285
20	PremiumsEarned	-0.00343	-0.00251	-0.00123	0.00354	0.00440	0001598665	0001379041	0001828105
21	InvestmentIncome	-0.00211	-0.00173	0.000117	0.000435	0.000571	0000020286	0001502292	0001828105
22	InsuranceCommissionsAndFees	-0.00960	-0.000135	0.000138	0.000174	0.000217	0001072627	0001739940	0001828105
23	remainder_Revenues	-0.00841	-0.00759	0.00104	0.00156	0.00178	0000890926	0000896159	0001620459
24	Revenues_Y1	0	0	0	0	0	0000004977	0001096343	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0001096343	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0001096343	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0001096343	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0001096343	0000004977
29	remainder_NetIncome	-0.0000334	-0.0000193	-0.0000172	0.000443	0.000801	0001598665	0001224608	0001042046
30	remainder_ComprehensiveNetIncome	-0.000292	-0.000289	-0.0000620	0.000597	0.00180	0000064996	0001331875	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.601	-0.478	-0.0690	0.138	0.190	0001179929	0001401521	0000876437
1	Liabilities	-0.596	-0.418	0.107	0.346	0.724	0000814585	0000944695	0001584831
2	Expenses	-0.00754	-0.00257	0.000156	0.00112	0.00212	0001598665	0001172052	0001828105
3	Revenues	-0.00197	-0.00129	0.0000194	0.00171	0.00538	0001598665	0001379041	0001828105
4	StockholdersEquity	-0.996	-0.715	-0.0334	0.301	0.402	0001179929	0001400810	0001584831
5	NetIncome	0	0	0	0	0	0000004977	0001096343	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0001096343	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0001096343	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.177	-0.137	-0.0380	0.255	0.546	0000814585	0000074260	0001584831
9	EconomicCapitalRatio	-0.173	-0.133	-0.0343	0.259	0.549	0000814585	0000074260	0001584831

2022

Logs

error	3 × Negative Expenses, ignoring company.	pre-agg	0001363829 0001598665 0000881453
warning	26 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001126328 0001126328 0001371285 0001371285 0001832466 0000021175 0000021175 0000033992 0000033992 0000776867 0001067983 0001096343 0001096343 0001363829 0001591890 0001591890 0001598665 0000074260 0000074260 0001448893 0001448893 0001091748 0001267238 0001267238 0000881453 0001393726
warning	15 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001126328 0001156039 0001739940 0001739940 0000850141 0000850141 0001067983 0001096343 0001828105 0001828105 0000074260 0000074260 0000814585 0001472787 0001224608
warning	15 × Excluding company: model target is nan	pre-agg	0001363829 0001788882 0001091748 0001568651 0000800457 0000914748 0001127703 0001385613 0001494904 0001681903 0001801754 0001722438 0000819913 0001065201 0001818383
warning	14 × Similarly named company. Duplicate?	None	0001126328 0001832466 0000021175 0001472787 0000086312 0001224608 0001401521 0001669162 0001214816 0001172052 0001072627 0001042046 0000944695 0000891166
warning	10 × The stock price does not exist	industry.us_generic	0001363829 0001091748 0000914748 0001127703 0001681903 0001801754 0001722438 0000819913 0000881453 0001065201
warning	9 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000776867 0000776867 0001067983 0001363829 0001363829 0001584831 0001788882 0001788882 0000814585
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '59 of 59'} {'var_name': 'Revenues_Y2', 'zeros': '59 of 59'} {'var_name': 'Revenues_Y3', 'zeros': '59 of 59'} {'var_name': 'Revenues_Y4', 'zeros': '59 of 59'} {'var_name': 'Revenues_Y5', 'zeros': '59 of 59'} {'var_name': 'NetIncome', 'zeros': '59 of 59'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '59 of 59'}
warning	7 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001067983 0001788882 0001568651 0000800457 0001385613 0001494904 0001818383
warning	5 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000776867 0000776867 0001067983 0000814585 0001401521
warning	3 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-1387772154.78)} {'var_name': 'SellingGeneralAndAdministrativeExpense', 'min_value': np.float64(-16035982.69)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-157015108.11)}
warning	2 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0000876437
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001091748 0000881453
warning	1 × No sufficient historical data found for CompanyID 0001832466. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001828105. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001761312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001691421. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001502292. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001472787. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001400810. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001393726. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000944695. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000814585. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000033992. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Revenues is zero	pre-agg	0001591890
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001067983
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	5,653,930,788	96,935,470,000	309,150,000,000	0000049071	0001576018	0000005272
1	SeparateAccountAssets	0	0	0	3,240,870,000	155,375,100,000	0000004977	0001172052	0001126328
2	PremiumsReceivable	0	0	160,016,576	10,568,510,000	13,272,000,000	0000049071	0000814585	0001071739
3	DeferredPolicyAcquisitionCosts	0	0	75,744,818	6,068,500,000	15,518,000,000	0000049071	0001172052	0000005272
4	ReinsuranceRecoverables	0	0	25,649,356	9,200,160,000	22,041,000,000	0000004977	0000890926	0000896159
5	IntangibleAssets	0	0	66,050,146	26,620,500,000	107,753,000,000	0000004977	0001371285	0000731766
6	AssetsCurrent	0	0	89,243,210	30,120,800,000	69,069,000,000	0000005272	0001379041	0000731766
7	AssetsNonCurrent	0	0	222,405,107	10,386,600,000	13,968,000,000	0000776867	0000101199	0000060086
8	remainder_Assets	-9,369,000,000	14,692,916	1,084,190,469	13,748,100,000	91,156,000,000	0001071739	0001096343	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	2,585,719,042	46,252,310,000	134,390,000,000	0000004977	0000064996	0000005272
10	PolicyholderContractDeposits	0	0	0	17,498,200,000	247,653,000,000	0000021175	0001214816	0000005272
11	LiabilitiesCurrent	0	0	0	29,587,200,000	89,237,000,000	0000004977	0001172052	0000731766
12	UnearnedPremiums	0	0	433,595,046	18,484,440,000	22,311,000,000	0000049071	0001172052	0000899051
13	ReinsurancePayable	0	0	0	4,112,200,000	30,383,000,000	0000004977	0001224608	0000005272
14	LongTermDebt	0	0	25,209,084	24,237,800,000	67,352,000,000	0000004977	0000033992	0000731766
15	remainder_Liabilities	-26,287,000,000	-9,950,600,000	1,500,107,880	20,289,200,000	100,704,000,000	0000731766	0000850141	0000004977
16	PolicyholderBenefitsAndClaims	-1,387,772,155	-25,370,225	636,961,676	82,833,364,335	221,585,310,270	0001214816	0000101199	0000731766
17	SellingGeneralAndAdministrativeExpense	-16,035,983	0	295,759,628	30,341,518,630	140,413,303,812	0001267238	0001832466	0001739940
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	4,956,375,761	7,397,735,249	0000020286	0001156039	0000896159
19	remainder_Expenses	-321,456,465	-12,067,897	532,319,771	7,831,542,260	14,273,292,652	0001042046	0000850141	0001071739
20	PremiumsEarned	0	0	1,433,975,676	55,713,607,921	273,377,250,894	0000074260	0001832466	0000731766
21	InvestmentIncome	-157,015,108	-445,509	74,150,312	3,150,116,180	20,336,227,194	0000064996	0001620459	0000005272
22	InsuranceCommissionsAndFees	0	0	0	230,691,158	4,325,587,113	0000004977	0001156039	0001331875
23	remainder_Revenues	-876,688,349	-37,751,016	142,180,531	29,952,324,948	160,331,494,396	0000080661	0000944695	0001156039
24	Revenues_Y1	0	0	4,117,196,684	152,658,206,150	338,518,087,247	0000033992	0000064996	0000731766
25	Revenues_Y2	0	0	3,763,416,697	155,649,799,103	344,605,924,478	0000033992	0000064996	0000731766
26	Revenues_Y3	0	0	4,035,468,528	156,877,674,931	347,446,557,891	0000033992	0000064996	0000731766
27	Revenues_Y4	0	0	3,826,305,680	157,402,450,860	348,909,645,069	0000033992	0000064996	0000731766
28	Revenues_Y5	0	0	3,987,157,663	157,623,745,370	349,729,672,262	0000033992	0000064996	0000731766
29	remainder_NetIncome	-3,233,562,119	-59,414,941	0	434,592,997	3,576,883,578	0000899051	0000094344	0001071739
30	remainder_ComprehensiveNetIncome	-49,526,924,293	-12,769,967,838	-767,874,670	0	68,365,571	0001126328	0000876437	0000776867

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	16,616,000	319,534,278	13,364,480,240	203,800,100,000	526,634,000,000	0001584831	0000860748	0000005272
1	Liabilities	1,627,000	292,476,310	10,270,792,040	149,679,400,000	484,399,000,000	0001584831	0001472787	0000005272
2	Expenses	7,207,235	112,437,872	3,062,693,853	153,157,053,338	316,150,093,247	0001584831	0001224608	0000731766
3	Revenues	10,410,421	109,648,429	3,987,157,663	157,623,745,370	349,729,672,262	0001584831	0000064996	0000731766
4	StockholdersEquity	-876,000,000	18,553,900	3,919,417,903	42,506,600,000	86,347,000,000	0000814585	0000890926	0000731766
5	NetIncome	-5,725,725,433	-466,159,990	572,632,880	9,282,622,367	33,579,579,015	0000899051	0001669162	0000731766
6	ComprehensiveNetIncome	-9,219,780,301	-3,770,723,526	-24,230,790	4,079,547,095	32,035,604,618	0001224608	0001393726	0000731766
7	BaseVar	252,946,111	4,665,291,427	137,068,916,723	4,465,123,057,511	9,442,417,056,679	0001584831	0001214816	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	-0.107	0.0305	0.220	1.23	3.87	0000814585	0001828105	0001371285
9	EconomicCapitalRatio	0.754	0.786	0.966	1.73	3.88	0000814585	0001828105	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.518	-0.440	-0.0104	0.167	0.300	0001179929	0000101199	0000890926
1	SeparateAccountAssets	-0.129	-0.0965	-0.0188	0.00155	0.0264	0001179929	0000084246	0001126328
2	PremiumsReceivable	-0.136	-0.0749	-0.00312	0.0343	0.0721	0001179929	0001412100	0001576018
3	DeferredPolicyAcquisitionCosts	-0.0907	-0.0672	-0.00258	0.0166	0.0389	0001179929	0001669162	0001267238
4	ReinsuranceRecoverables	-0.212	-0.164	-0.0160	0.0521	0.184	0001179929	0000101199	0001828105
5	IntangibleAssets	-0.0994	-0.0241	-0.00529	0.103	0.192	0001179929	0001214816	0000094344
6	AssetsCurrent	-0.0454	-0.0341	-0.00451	0.165	0.247	0000080661	0001042046	0001371285
7	AssetsNonCurrent	-0.110	-0.0631	-0.00252	0.0175	0.0840	0001179929	0001412100	0000060086
8	remainder_Assets	-0.395	-0.338	-0.0639	0.114	0.394	0001179929	0001172052	0001584831
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.372	-0.207	0.0207	0.229	0.291	0001412100	0001331875	0000094344
10	PolicyholderContractDeposits	-0.401	-0.248	0.0403	0.179	0.231	0001331875	0000896159	0001371285
11	LiabilitiesCurrent	-0.370	-0.268	0.00471	0.0111	0.0264	0001179929	0001042046	0000094344
12	UnearnedPremiums	-0.333	-0.109	-0.00267	0.184	0.253	0001267238	0000060086	0000094344
13	ReinsurancePayable	-0.0837	-0.0402	0.0110	0.0944	0.122	0001828105	0000060086	0001832466
14	LongTermDebt	-0.0818	-0.0487	0.0126	0.0467	0.101	0000731766	0001072627	0000094344
15	remainder_Liabilities	-0.677	-0.315	0.0329	0.215	0.279	0000814585	0000033992	0000094344
16	PolicyholderBenefitsAndClaims	-0.00627	-0.00421	0.000145	0.00933	0.0113	0000890926	0001401521	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00344	-0.00277	-0.000243	0.0128	0.0199	0000084246	0000860748	0001179929
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000888	-0.000769	-0.000600	0.00184	0.00458	0000084246	0000020286	0001761312
19	remainder_Expenses	-0.00396	-0.00358	-0.00115	0.00889	0.0164	0000064996	0001448893	0001371285
20	PremiumsEarned	-0.00878	-0.00755	-0.00343	0.0101	0.0112	0000064996	0000874766	0000850141
21	InvestmentIncome	-0.00762	-0.00225	0.000192	0.00129	0.00292	0000084246	0000814585	0000064996
22	InsuranceCommissionsAndFees	-0.0262	-0.000391	0.000380	0.000502	0.000589	0001072627	0001761312	0001412100
23	remainder_Revenues	-0.0234	-0.0220	0.00215	0.00373	0.00603	0001156039	0000876437	0001584831
24	Revenues_Y1	0	0	0	0	0	0000004977	0001071739	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0001071739	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0001071739	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0001071739	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0001071739	0000004977
29	remainder_NetIncome	-0.0000372	-0.0000353	-0.0000306	0.000107	0.00290	0000731766	0000060086	0001072627
30	remainder_ComprehensiveNetIncome	-0.00233	-0.00218	-0.000447	0.00410	0.0107	0001179929	0001172052	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.585	-0.507	-0.0434	0.146	0.190	0001179929	0000084246	0000890926
1	Liabilities	-0.494	-0.341	0.0382	0.282	0.335	0001126328	0001393726	0000094344
2	Expenses	-0.00755	-0.00529	0.000518	0.00358	0.00425	0000876437	0000074260	0001691421
3	Revenues	-0.00544	-0.00344	-0.000826	0.00544	0.0109	0000084246	0001095073	0001412100
4	StockholdersEquity	-0.878	-0.644	-0.0491	0.266	0.601	0001179929	0001095073	0001584831
5	NetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0001071739	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.131	-0.128	-0.0423	0.215	0.554	0000814585	0001095073	0001584831
9	EconomicCapitalRatio	-0.130	-0.126	-0.0407	0.216	0.555	0000814585	0001095073	0001584831

2023

Logs

error	1 × Negative Expenses, ignoring company.	pre-agg	0000881453
warning	26 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001126328 0001371285 0001371285 0000021175 0000021175 0000033992 0000033992 0001096343 0001096343 0001363829 0001393726 0001393726 0001591890 0001591890 0000074260 0000074260 0001448893 0001448893 0000881453 0000881453 0001267238 0001267238 0000060086 0000899051 0001598665 0001832466
warning	13 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001224608 0001224608 0001739940 0001739940 0000850141 0000850141 0001096343 0001096343 0001828105 0000074260 0000074260 0001156039 0000094344
warning	12 × Excluding company: model target is nan	pre-agg	0001363829 0001788882 0000881453 0001568651 0000800457 0000914748 0001127703 0001681903 0001091748 0001722438 0001818383 0001671284
warning	11 × Similarly named company. Duplicate?	None	0001126328 0001224608 0000021175 0001401521 0000086312 0001669162 0001214816 0001172052 0001072627 0001042046 0000891166
warning	8 × The stock price does not exist	industry.us_generic	0001363829 0000881453 0000914748 0001127703 0001681903 0001091748 0001722438 0001671284
warning	8 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-76842893.27)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-963499132.63)} {'var_name': 'InsuranceCommissionsAndFees', 'min_value': np.float64(-3041309.61)} {'var_name': 'Revenues_Y1', 'min_value': np.float64(-6500382.97)} {'var_name': 'Revenues_Y2', 'min_value': np.float64(-6520938.609999999)} {'var_name': 'Revenues_Y3', 'min_value': np.float64(-6514855.43)} {'var_name': 'Revenues_Y4', 'min_value': np.float64(-6513418.56)} {'var_name': 'Revenues_Y5', 'min_value': np.float64(-6512819.250000001)}
warning	8 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000776867 0000776867 0001363829 0001363829 0001401521 0001788882 0001788882 0000020286
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '55 of 55'} {'var_name': 'Revenues_Y2', 'zeros': '55 of 55'} {'var_name': 'Revenues_Y3', 'zeros': '55 of 55'} {'var_name': 'Revenues_Y4', 'zeros': '55 of 55'} {'var_name': 'Revenues_Y5', 'zeros': '55 of 55'} {'var_name': 'NetIncome', 'zeros': '55 of 55'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '55 of 55'}
warning	4 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001788882 0001568651 0000800457 0001818383
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000776867 0001401521 0001401521 0001591890
warning	2 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0000876437
warning	1 × No sufficient historical data found for CompanyID 0001828105. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001761312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001691421. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001393726. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001172052. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001126328. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000890926. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000084246. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000033992. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001091748
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	6,089,676,168	102,892,280,000	322,672,000,000	0000049071	0000890926	0000005272
1	SeparateAccountAssets	0	0	0	6,130,100,000	167,605,600,000	0000004977	0001331875	0001126328
2	PremiumsReceivable	0	0	222,148,446	10,980,160,000	15,532,000,000	0000049071	0001691421	0001071739
3	DeferredPolicyAcquisitionCosts	0	0	126,640,184	7,746,000,000	12,085,000,000	0000049071	0000101199	0000005272
4	ReinsuranceRecoverables	0	0	25,941,605	9,251,700,000	23,173,000,000	0000004977	0000890926	0000896159
5	IntangibleAssets	0	0	41,942,660	24,499,600,000	118,926,000,000	0000004977	0001691421	0000731766
6	AssetsCurrent	0	0	19,087,630	32,195,500,000	78,437,000,000	0000005272	0000890926	0000731766
7	AssetsNonCurrent	0	0	209,360,683	8,556,900,000	14,865,000,000	0000776867	0000064996	0000060086
8	remainder_Assets	-13,611,000,000	9,739,073	1,095,183,692	15,600,500,000	89,894,000,000	0001071739	0001273813	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	2,446,189,025	51,266,650,000	128,969,000,000	0000004977	0000084246	0000005272
10	PolicyholderContractDeposits	0	0	0	25,609,030,000	256,340,000,000	0000021175	0001371285	0000005272
11	LiabilitiesCurrent	0	0	0	24,225,200,000	99,054,000,000	0000004977	0001072627	0000731766
12	UnearnedPremiums	0	0	549,591,981	20,355,190,000	24,709,000,000	0000049071	0000101199	0000899051
13	ReinsurancePayable	0	0	0	7,448,700,000	29,484,000,000	0000004977	0001448893	0000005272
14	LongTermDebt	0	0	25,647,215	15,522,900,000	72,726,000,000	0000004977	0000033992	0000731766
15	remainder_Liabilities	-29,374,000,000	-5,871,600,000	1,203,190,288	29,545,640,000	97,119,000,000	0000731766	0000850141	0000004977
16	PolicyholderBenefitsAndClaims	-76,842,893	0	636,787,475	64,875,641,394	262,074,205,167	0000890926	0001401521	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	303,170,906	20,335,799,143	152,162,461,817	0000074260	0000891166	0001739940
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	5,393,738,532	8,295,761,707	0000020286	0001371285	0000896159
19	remainder_Expenses	-540,690,976	-21,372,515	757,601,771	8,564,621,343	17,715,212,484	0000947484	0001042046	0001071739
20	PremiumsEarned	0	0	1,961,196,102	76,862,223,217	314,950,492,646	0000074260	0000094344	0000731766
21	InvestmentIncome	-963,499,133	-42,522,474	87,845,739	3,194,360,028	11,821,621,091	0000896159	0001620459	0000005272
22	InsuranceCommissionsAndFees	-3,041,310	0	0	466,432,136	4,708,758,194	0000947484	0001267238	0001331875
23	remainder_Revenues	-399,105,165	-37,588,432	264,784,593	11,789,787,875	151,963,820,571	0001095073	0000064996	0001739940
24	Revenues_Y1	-6,500,383	20,483,364	3,948,994,804	117,628,204,681	396,257,037,472	0001584831	0001224608	0000731766
25	Revenues_Y2	-6,520,939	20,745,438	3,979,317,714	119,122,329,849	410,167,119,574	0001584831	0001224608	0000731766
26	Revenues_Y3	-6,514,855	20,727,472	3,953,894,474	118,768,285,260	418,712,355,385	0001584831	0001224608	0000731766
27	Revenues_Y4	-6,513,419	20,733,746	3,953,027,858	118,969,660,824	424,352,753,782	0001584831	0001224608	0000731766
28	Revenues_Y5	-6,512,819	20,732,714	3,946,535,323	118,927,621,819	428,279,031,498	0001584831	0001224608	0000731766
29	remainder_NetIncome	-452,145,759	-62,509,217	0	23,079,559	1,649,544,343	0001739940	0000947484	0001071739
30	remainder_ComprehensiveNetIncome	-10,049,763,388	-4,573,005,920	-112,659,441	34,668,497	1,272,823,986	0000005272	0000084246	0000899051

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	8,253,000	281,658,347	12,877,863,360	243,593,400,000	539,306,000,000	0001584831	0001576018	0000005272
1	Liabilities	2,921,000	250,122,150	10,342,714,940	169,334,000,000	488,005,000,000	0001584831	0001576018	0000005272
2	Expenses	3,266,345	123,496,050	3,751,770,543	125,695,188,683	372,456,671,278	0001584831	0001224608	0000731766
3	Revenues	-6,512,819	108,473,504	3,946,535,323	118,927,621,819	428,279,031,498	0001584831	0001224608	0000731766
4	StockholdersEquity	5,332,000	40,095,642	4,398,689,493	47,836,000,000	98,919,000,000	0001584831	0000890926	0000731766
5	NetIncome	-9,476,730,446	-293,955,360	692,539,834	6,084,856,623	55,822,360,220	0000049071	0001371285	0000731766
6	ComprehensiveNetIncome	-9,537,039,683	-836,997,382	236,892,560	5,541,499,431	55,261,946,709	0000049071	0000891166	0000731766
7	BaseVar	133,959,693	3,786,784,037	114,593,855,578	3,103,262,323,542	10,197,600,422,869	0001584831	0000064996	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	-5.53	0.0484	0.263	1.33	3.07	0001584831	0000064996	0001371285
9	EconomicCapitalRatio	0.000154	0.804	1.00	1.79	3.13	0001584831	0000064996	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.507	-0.428	-0.0305	0.247	0.313	0001179929	0001042046	0000890926
1	SeparateAccountAssets	-0.144	-0.102	-0.0240	0.00116	0.0286	0001179929	0001042046	0001126328
2	PremiumsReceivable	-0.134	-0.0839	-0.00500	0.0430	0.0600	0001179929	0001412100	0001576018
3	DeferredPolicyAcquisitionCosts	-0.0860	-0.0594	-0.00344	0.0146	0.0426	0001179929	0000086312	0001267238
4	ReinsuranceRecoverables	-0.163	-0.116	-0.0126	0.0629	0.122	0001179929	0000005272	0001828105
5	IntangibleAssets	-0.0834	-0.0255	-0.00561	0.0798	0.216	0001179929	0000005272	0000094344
6	AssetsCurrent	-0.0364	-0.0255	-0.00488	0.139	0.202	0000080661	0000890926	0001371285
7	AssetsNonCurrent	-0.100	-0.0643	-0.00446	0.0188	0.0803	0001179929	0001412100	0000060086
8	remainder_Assets	-0.331	-0.267	-0.0437	0.134	0.398	0001179929	0001172052	0001591890
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.320	-0.217	0.0248	0.242	0.412	0001412100	0000020286	0001584831
10	PolicyholderContractDeposits	-0.376	-0.295	0.0601	0.181	0.228	0000850141	0001448893	0000094344
11	LiabilitiesCurrent	-0.396	-0.281	0.00435	0.0112	0.0177	0001179929	0001042046	0000094344
12	UnearnedPremiums	-0.311	-0.131	0.00345	0.178	0.241	0001267238	0000020286	0000094344
13	ReinsurancePayable	-0.0973	-0.0405	0.0122	0.0927	0.127	0001828105	0000021175	0000049071
14	LongTermDebt	-0.0943	-0.0481	0.0155	0.0605	0.0911	0001273813	0001620459	0001179929
15	remainder_Liabilities	-0.535	-0.261	0.0363	0.188	0.207	0000004977	0000005513	0001371285
16	PolicyholderBenefitsAndClaims	-0.00585	-0.00487	0.000814	0.00968	0.0131	0000876437	0000005272	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00574	-0.00314	-0.000649	0.00744	0.0220	0001584831	0001576018	0001179929
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000955	-0.000850	-0.000678	0.00235	0.00446	0000084246	0001224608	0001761312
19	remainder_Expenses	-0.00459	-0.00388	-0.00191	0.0120	0.0189	0000947484	0000060086	0001371285
20	PremiumsEarned	-0.00726	-0.00666	-0.00268	0.0109	0.0124	0001591890	0000020286	0000850141
21	InvestmentIncome	-0.00558	-0.00280	0.000367	0.00184	0.00217	0001591890	0001761312	0001412100
22	InsuranceCommissionsAndFees	-0.0289	-0.000508	0.000448	0.000573	0.000658	0001072627	0000080661	0001412100
23	remainder_Revenues	-0.0285	-0.0198	0.00120	0.00256	0.0697	0001267238	0000064996	0001584831
24	Revenues_Y1	0	0	0	0	0	0000004977	0001071739	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0001071739	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0001071739	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0001071739	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0001071739	0000004977
29	remainder_NetIncome	-0.00216	-0.000184	-0.000164	0.000902	0.0106	0001584831	0000860748	0001401521
30	remainder_ComprehensiveNetIncome	-0.000460	-0.000430	0.0000698	0.00101	0.00317	0000064996	0001691421	0001072627

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.558	-0.487	-0.0544	0.183	0.277	0001179929	0000020286	0000890926
1	Liabilities	-0.532	-0.370	0.0556	0.288	0.483	0001126328	0001072627	0001584831
2	Expenses	-0.00817	-0.00509	0.000214	0.00427	0.00626	0000876437	0000020286	0001584831
3	Revenues	-0.00636	-0.00453	-0.00132	0.00520	0.0816	0000876437	0000086312	0001584831
4	StockholdersEquity	-0.880	-0.588	-0.0362	0.231	0.461	0001179929	0000005513	0001448893
5	NetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
7	BaseVar	-0.000000000000000111	0	0	0	0	0000004977	0001071739	0000005272
8	EconomicCapitalRatiobeforeLimitedLiability	-0.137	-0.121	-0.0379	0.284	0.400	0001126328	0000074260	0001448893
9	EconomicCapitalRatio	-0.134	-0.117	-0.0341	0.287	0.404	0001126328	0000074260	0001448893

2024

Logs

error	9 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000800457 0000800457 0001172052 0001172052 0000084246 0000084246 0001126328 0001126328 0000874501
warning	25 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001371285 0001371285 0001832466 0001832466 0000021175 0000021175 0000033992 0000033992 0000060086 0000060086 0000899051 0000899051 0001096343 0001096343 0001393726 0001591890 0001598665 0000074260 0000074260 0001448893 0001448893 0000881453 0001267238 0001267238 0001072627
warning	14 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001224608 0001224608 0001156039 0001156039 0001739940 0001739940 0000850141 0000850141 0001096343 0001096343 0000074260 0000074260 0000094344 0000094344
warning	12 × Similarly named company. Duplicate?	None	0001224608 0001832466 0000021175 0001401521 0001598665 0000086312 0001072627 0001669162 0001214816 0001042046 0000891166 0000874766
warning	10 × Excluding company: model target is nan	pre-agg	0001363829 0001788882 0000881453 0001568651 0001671284 0000914748 0001127703 0001091748 0001818383 0000800457
warning	9 × Negative minimum value	check_abs_values	{'var_name': 'PolicyholderBenefitsAndClaims', 'min_value': np.float64(-14966134.77)} {'var_name': 'PremiumsEarned', 'min_value': np.float64(-2517771008.81)} {'var_name': 'InvestmentIncome', 'min_value': np.float64(-78617184.13)} {'var_name': 'InsuranceCommissionsAndFees', 'min_value': np.float64(-279488601.58)} {'var_name': 'Revenues_Y1', 'min_value': np.float64(-1198983.13)} {'var_name': 'Revenues_Y2', 'min_value': np.float64(-733022.9699999996)} {'var_name': 'Revenues_Y3', 'min_value': np.float64(-861135.1900000001)} {'var_name': 'Revenues_Y4', 'min_value': np.float64(-828294.4500000002)} {'var_name': 'Revenues_Y5', 'min_value': np.float64(-837551.97)}
warning	9 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001224608 0000020286 0000020286 0000776867 0000776867 0001363829 0001401521 0001788882 0001788882
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y2', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y3', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y4', 'zeros': '57 of 57'} {'var_name': 'Revenues_Y5', 'zeros': '57 of 57'} {'var_name': 'NetIncome', 'zeros': '57 of 57'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '57 of 57'}
warning	6 × The stock price does not exist	industry.us_generic	0001363829 0000881453 0001671284 0000914748 0001127703 0001091748
warning	4 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001788882 0001568651 0001818383 0000800457
warning	4 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000800457 0001172052 0000084246 0001126328
warning	2 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0000876437
warning	2 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001401521 0001591890
warning	1 × No sufficient historical data found for CompanyID 0001832466. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001828105. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001761312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001691421. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001598665. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001412100. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001401521. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001393726. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000033992. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000011544. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Missing required file for year 2025, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Failed to load data for year 2025: [Errno 2] No such file or directory: 'output/us_non_life/2025/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	6,480,057,280	93,735,000,000	150,650,000,000	0000049071	0000776867	0000896159
1	SeparateAccountAssets	0	0	0	1,503,360,000	7,278,000,000	0000004977	0001072627	0001739940
2	PremiumsReceivable	0	0	301,225,334	11,761,800,000	19,713,000,000	0000049071	0001691421	0001071739
3	DeferredPolicyAcquisitionCosts	0	0	121,323,858	6,290,000,000	9,992,800,000	0000049071	0000891166	0001267238
4	ReinsuranceRecoverables	0	0	160,233	11,226,400,000	23,155,000,000	0000004977	0001179929	0000896159
5	IntangibleAssets	0	0	49,801,949	28,839,000,000	130,002,000,000	0000004977	0001379041	0000731766
6	AssetsCurrent	0	0	25,792,562	40,173,200,000	85,779,000,000	0000005272	0001412100	0000731766
7	AssetsNonCurrent	0	0	263,819,746	6,485,400,000	14,919,000,000	0000776867	0000101199	0000060086
8	remainder_Assets	-17,730,000,000	11,960,200	842,601,493	13,770,400,000	47,073,000,000	0001071739	0001448893	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	2,960,696,674	48,865,000,000	100,125,000,000	0000004977	0000020286	0000896159
10	PolicyholderContractDeposits	0	0	0	9,896,680,000	56,404,000,000	0000011544	0001267238	0001331875
11	LiabilitiesCurrent	0	0	0	35,525,000,000	103,769,000,000	0000004977	0001095073	0000731766
12	UnearnedPremiums	0	0	621,903,050	22,532,000,000	26,909,000,000	0000049071	0000101199	0000899051
13	ReinsurancePayable	0	0	0	2,351,000,000	10,867,000,000	0000004977	0001273813	0001331875
14	LongTermDebt	0	0	101,327,426	23,222,400,000	88,298,000,000	0000004977	0000891166	0000731766
15	remainder_Liabilities	-30,604,000,000	-11,876,800,000	1,063,752,988	18,550,140,000	84,722,000,000	0000731766	0001448893	0000004977
16	PolicyholderBenefitsAndClaims	-14,966,135	0	543,910,562	115,357,534,463	281,231,156,476	0000876437	0001620459	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	371,446,759	39,015,777,624	218,280,163,756	0000074260	0001832466	0001739940
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	6,144,811,125	9,182,799,036	0000011544	0001267238	0000896159
19	remainder_Expenses	-581,141,982	-89,697,137	1,007,049,318	17,801,522,970	68,747,580,303	0000947484	0000874766	0000899051
20	PremiumsEarned	-2,517,771,009	0	2,559,119,023	95,505,362,341	322,324,566,657	0000094344	0001224608	0000731766
21	InvestmentIncome	-78,617,184	0	107,616,980	3,636,787,579	5,843,254,842	0001224608	0001379041	0000896159
22	InsuranceCommissionsAndFees	-279,488,602	0	0	258,002,982	5,322,077,138	0000005272	0001224608	0001331875
23	remainder_Revenues	-194,309,279	-4,488,139	258,298,259	37,841,238,023	213,893,016,531	0000896159	0000005513	0001739940
24	Revenues_Y1	-1,198,983	45,296,076	4,592,436,894	168,889,799,836	416,207,283,997	0001584831	0000860748	0000731766
25	Revenues_Y2	-733,023	45,069,697	4,586,964,828	169,872,056,089	425,793,217,146	0001584831	0000860748	0000731766
26	Revenues_Y3	-861,135	45,164,696	4,585,841,516	170,230,290,034	431,996,352,118	0001584831	0000860748	0000731766
27	Revenues_Y4	-828,294	45,224,552	4,585,755,466	170,369,506,678	436,248,966,989	0001584831	0000860748	0000731766
28	Revenues_Y5	-837,552	45,252,467	4,585,726,281	170,425,407,764	439,286,143,887	0001584831	0000860748	0000731766
29	remainder_NetIncome	-2,298,723,885	-152,689,193	0	83,049,481	2,941,813,288	0001739940	0000086312	0001071739
30	remainder_ComprehensiveNetIncome	-666,967,208	-144,383,331	16,233,443	1,022,387,252	5,497,736,084	0001739940	0000049071	0000005272

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	7,465,000	304,180,000	13,519,641,222	156,969,200,000	298,278,000,000	0001584831	0000230557	0000731766
1	Liabilities	3,355,000	151,010,800	10,589,168,240	115,464,800,000	195,687,000,000	0001584831	0001576018	0000731766
2	Expenses	2,096,215	102,748,019	4,171,831,722	167,872,889,047	395,770,143,203	0001584831	0000860748	0000731766
3	Revenues	-837,552	102,355,915	4,585,726,281	170,425,407,764	439,286,143,887	0001584831	0000860748	0000731766
4	StockholdersEquity	4,110,000	62,405,361	4,499,419,920	41,650,800,000	102,591,000,000	0001584831	0001179929	0000731766
5	NetIncome	-28,198,903,498	-5,059,170,315	669,900,365	9,267,646,678	43,516,000,684	0000899051	0000074260	0000731766
6	ComprehensiveNetIncome	-28,107,149,560	-5,097,573,427	700,385,770	9,374,934,252	44,774,382,295	0000899051	0001371285	0000731766
7	BaseVar	42,809,617	3,580,615,436	125,607,943,961	3,957,041,150,705	9,786,538,881,690	0001584831	0000230557	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	-1.75	0.0667	0.277	1.34	3.14	0001584831	0000064996	0001371285
9	EconomicCapitalRatio	0.322	0.822	1.02	1.80	3.19	0001584831	0000064996	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.612	-0.456	-0.00812	0.156	0.319	0001832466	0001761312	0000876437
1	SeparateAccountAssets	-0.0549	-0.0306	-0.00488	0.00136	0.0180	0001832466	0001042046	0000850141
2	PremiumsReceivable	-0.223	-0.120	-0.00606	0.0437	0.0505	0001832466	0001448893	0001273813
3	DeferredPolicyAcquisitionCosts	-0.125	-0.0717	-0.00302	0.0160	0.0406	0001832466	0000005272	0001267238
4	ReinsuranceRecoverables	-0.271	-0.168	-0.0183	0.0507	0.0972	0001832466	0001224608	0001828105
5	IntangibleAssets	-0.112	-0.0296	-0.00719	0.109	0.205	0001832466	0001412100	0000094344
6	AssetsCurrent	-0.0466	-0.0336	-0.00502	0.129	0.203	0000080661	0001448893	0001371285
7	AssetsNonCurrent	-0.118	-0.0748	-0.00301	0.0203	0.0834	0001832466	0000860748	0000060086
8	remainder_Assets	-0.436	-0.311	-0.0534	0.108	0.426	0001832466	0000020286	0001591890
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.294	-0.233	0.0262	0.243	0.458	0001620459	0001393726	0000720858
10	PolicyholderContractDeposits	-0.407	-0.0763	0.0357	0.159	0.199	0000850141	0001096343	0001371285
11	LiabilitiesCurrent	-0.341	-0.250	0.00490	0.0130	0.0218	0001179929	0001761312	0000720858
12	UnearnedPremiums	-0.294	-0.127	0.00396	0.188	0.267	0001267238	0000896159	0000720858
13	ReinsurancePayable	-0.0914	-0.0582	0.0108	0.0827	0.117	0001828105	0001401521	0000049071
14	LongTermDebt	-0.103	-0.0595	0.0159	0.0692	0.0963	0001273813	0000033992	0000720858
15	remainder_Liabilities	-0.508	-0.306	0.0309	0.204	0.239	0000004977	0000891166	0000720858
16	PolicyholderBenefitsAndClaims	-0.00669	-0.00543	-0.00128	0.00966	0.0152	0001598665	0001761312	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00404	-0.00376	-0.000947	0.0146	0.0227	0001669162	0001828105	0001179929
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000992	-0.000977	-0.000798	0.00271	0.00461	0001669162	0000876437	0001761312
19	remainder_Expenses	-0.0202	-0.00444	-0.00117	0.0137	0.0198	0001598665	0001095073	0001371285
20	PremiumsEarned	-0.0264	-0.00723	-0.00300	0.0114	0.0138	0001584831	0001379041	0000850141
21	InvestmentIncome	-0.00638	-0.00312	0.000361	0.00160	0.00253	0001273813	0001828105	0001412100
22	InsuranceCommissionsAndFees	-0.0371	-0.000593	0.000543	0.000680	0.000930	0001072627	0000033992	0001412100
23	remainder_Revenues	-0.0289	-0.0259	0.00194	0.00380	0.0254	0001156039	0000876437	0001584831
24	Revenues_Y1	0	0	0	0	0	0000004977	0001071739	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0001071739	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0001071739	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0001071739	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0001071739	0000004977
29	remainder_NetIncome	-0.000115	-0.000113	-0.000101	0.000878	0.00469	0000080661	0001576018	0001591890
30	remainder_ComprehensiveNetIncome	-0.0000268	-0.0000175	0.0000835	0.00122	0.00408	0001832466	0001267238	0000876437

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.665	-0.514	-0.0168	0.146	0.274	0001832466	0000074260	0001273813
1	Liabilities	-0.393	-0.347	0.0242	0.286	0.518	0001224608	0001072627	0000720858
2	Expenses	-0.0135	-0.00464	0.000257	0.00359	0.00424	0001598665	0000874766	0001832466
3	Revenues	-0.00503	-0.00275	-0.000537	0.00472	0.0140	0000876437	0000860748	0001584831
4	StockholdersEquity	-1.26	-0.748	-0.0385	0.218	0.468	0001832466	0000021175	0000876437
5	NetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0001071739	0000004977
7	BaseVar	0	0	0	0	0	0000004977	0001071739	0000004977
8	EconomicCapitalRatiobeforeLimitedLiability	-0.134	-0.124	-0.0454	0.322	0.394	0001598665	0000230557	0001448893
9	EconomicCapitalRatio	-0.130	-0.120	-0.0415	0.326	0.398	0001598665	0000230557	0001448893

2025

Logs

error	11 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000881453 0000881453 0001172052 0001172052 0000914748 0000914748 0000084246 0000084246 0001126328 0001126328 0000874501
warning	11 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001371285 0001832466 0000021175 0000033992 0000060086 0000899051 0001072627 0001096343 0000074260 0001448893 0001267238
warning	10 × Similarly named company. Duplicate?	None	0001224608 0001832466 0000021175 0001072627 0000086312 0001669162 0001214816 0001042046 0000891166 0000874766
warning	7 × Zero effects	check_effects	{'var_name': 'Revenues_Y1', 'zeros': '52 of 52'} {'var_name': 'Revenues_Y2', 'zeros': '52 of 52'} {'var_name': 'Revenues_Y3', 'zeros': '52 of 52'} {'var_name': 'Revenues_Y4', 'zeros': '52 of 52'} {'var_name': 'Revenues_Y5', 'zeros': '52 of 52'} {'var_name': 'NetIncome', 'zeros': '52 of 52'} {'var_name': 'ComprehensiveNetIncome', 'zeros': '52 of 52'}
warning	7 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001224608 0001156039 0001739940 0000850141 0001096343 0000074260 0000094344
warning	5 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000881453 0001172052 0000914748 0000084246 0001126328
warning	5 × Excluding company: model target is nan	pre-agg	0001788882 0001568651 0000800457 0001127703 0001818383
warning	4 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001788882 0001568651 0000800457 0001818383
warning	4 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001224608 0000020286 0000776867 0001788882
warning	2 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000086312 0000876437
warning	1 × The stock price does not exist	industry.us_generic	0001127703
warning	1 × No sufficient historical data found for CompanyID 0001832466. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001828105. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001739940. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001691421. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001681206. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001669162. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001620459. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001591890. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001584831. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001576018. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001448893. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001379041. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001371285. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001331875. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001273813. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001267238. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001224608. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001214816. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001179929. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001156039. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001096343. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001095073. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001072627. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001071739. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0001042046. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000947484. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000899051. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000896159. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000891166. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000876437. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000874766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000860748. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000850141. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000776867. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000731766. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000720858. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000230557. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000101199. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000094344. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000086312. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000080661. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000074260. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000064996. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000060086. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000049071. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000033992. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000021175. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000020286. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000011544. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005513. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000005272. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × No sufficient historical data found for CompanyID 0000004977. Skipping forecast.	forecast_and_inject_cni_xvars	{}
warning	1 × Negative minimum value	check_abs_values	{'var_name': 'InvestmentIncome', 'min_value': np.float64(-52750211.9)}
warning	1 × Missing required file for year 2024, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2023, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2022, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2021, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2020, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2019, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2018, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2017, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2016, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2015, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2014, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2013, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2012, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2011, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2010, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'"}
warning	1 × Missing required file for year 2009, skipping	mature_margin	{'path': "[Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'"}
warning	1 × Failed to load data for year 2024: [Errno 2] No such file or directory: 'output/us_non_life/2024/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2023: [Errno 2] No such file or directory: 'output/us_non_life/2023/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_non_life/2022/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_non_life/2021/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_non_life/2020/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_non_life/2019/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_non_life/2018/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_non_life/2017/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_non_life/2016/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_non_life/2015/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_non_life/2014/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_non_life/2013/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_non_life/2012/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_non_life/2011/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_non_life/2010/edgar_model_mapping.json'	load_historical_data	{}
warning	1 × Failed to load data for year 2009: [Errno 2] No such file or directory: 'output/us_non_life/2009/edgar_model_mapping.json'	load_historical_data	{}

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	0	0	8,579,231,260	99,087,050,000	168,720,000,000	0000049071	0000860748	0000896159
1	SeparateAccountAssets	0	0	0	442,990,000	6,925,000,000	0000004977	0001042046	0000896159
2	PremiumsReceivable	0	0	450,597,662	13,223,600,000	18,105,000,000	0000049071	0000101199	0001071739
3	DeferredPolicyAcquisitionCosts	0	0	175,264,462	7,454,950,000	10,187,600,000	0000049071	0001273813	0001267238
4	ReinsuranceRecoverables	0	0	0	14,599,700,000	24,212,000,000	0000004977	0001179929	0000896159
5	IntangibleAssets	0	0	56,711,788	32,341,200,000	130,973,000,000	0000004977	0001371285	0000731766
6	AssetsCurrent	0	0	24,202,976	43,719,800,000	90,582,000,000	0000005272	0000850141	0000731766
7	AssetsNonCurrent	0	0	413,658,371	7,887,700,000	14,939,000,000	0000776867	0000230557	0000060086
8	remainder_Assets	-16,165,000,000	10,446,850	1,083,295,476	16,251,400,000	47,500,000,000	0001071739	0001273813	0000005272
9	LiabilityForClaimsAndClaimsAdjustmentExpense	0	0	3,046,256,832	55,273,250,000	106,438,000,000	0000004977	0001620459	0000896159
10	PolicyholderContractDeposits	0	0	0	12,047,275,000	62,726,000,000	0000011544	0001576018	0001331875
11	LiabilitiesCurrent	0	0	0	38,648,550,000	114,897,000,000	0000004977	0000947484	0000731766
12	UnearnedPremiums	0	0	620,365,601	23,685,600,000	29,080,000,000	0000049071	0000101199	0000899051
13	ReinsurancePayable	0	0	0	2,643,100,000	14,191,000,000	0000004977	0001681206	0001331875
14	LongTermDebt	0	0	85,748,322	25,919,200,000	90,565,000,000	0000004977	0000891166	0000731766
15	remainder_Liabilities	-36,916,000,000	-14,351,800,000	1,338,007,503	21,329,850,000	80,212,000,000	0000731766	0000850141	0000004977
16	PolicyholderBenefitsAndClaims	0	0	652,306,043	135,782,926,647	371,445,465,611	0000021175	0000850141	0000731766
17	SellingGeneralAndAdministrativeExpense	0	0	478,338,456	43,231,762,215	248,585,348,789	0000060086	0000230557	0001739940
18	DeferredPolicyAcquisitionCostAmortizationExpense	0	0	0	7,028,101,975	9,952,024,427	0000011544	0001331875	0000896159
19	remainder_Expenses	-141,783,484	5,273,226	1,183,197,067	12,058,424,486	41,678,950,462	0000005513	0000874766	0000899051
20	PremiumsEarned	0	0	4,636,987,193	111,694,609,830	393,026,218,174	0000074260	0000230557	0000731766
21	InvestmentIncome	-52,750,212	0	246,040,014	3,571,906,213	6,621,694,559	0001224608	0000876437	0000896159
22	InsuranceCommissionsAndFees	0	0	0	521,170,998	5,445,071,723	0000004977	0001273813	0001331875
23	remainder_Revenues	-239,867,458	-3,447,627	306,154,079	57,854,595,352	247,890,990,227	0000896159	0001273813	0001739940
24	Revenues_Y1	2,253,431	193,206,782	6,283,380,002	206,461,508,943	471,660,187,692	0001584831	0001214816	0000731766
25	Revenues_Y2	2,327,768	198,847,213	6,319,487,604	210,030,764,922	484,102,843,035	0001584831	0001214816	0000731766
26	Revenues_Y3	2,319,059	201,145,514	6,307,731,737	211,497,106,752	490,643,271,197	0001584831	0001214816	0000731766
27	Revenues_Y4	2,322,151	202,283,442	6,314,494,535	212,127,460,050	494,158,533,683	0001584831	0001214816	0000731766
28	Revenues_Y5	2,322,057	202,830,571	6,311,331,787	212,406,133,319	496,099,135,131	0001584831	0001214816	0000731766
29	remainder_NetIncome	-2,135,757,186	-221,059,066	0	168,059,462	1,397,251,826	0000005272	0001042046	0001071739
30	remainder_ComprehensiveNetIncome	-804,964,742	-37,044,190	96,025,398	1,144,915,098	3,948,620,310	0001739940	0000860748	0000004977

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	8,053,000	303,900,450	22,786,273,370	159,419,750,000	309,581,000,000	0001584831	0000074260	0000731766
1	Liabilities	1,560,000	151,074,950	18,910,816,530	117,866,150,000	207,883,000,000	0001584831	0000074260	0000731766
2	Expenses	5,826,110	160,127,797	5,556,654,623	216,865,025,101	495,535,386,757	0001584831	0001214816	0000731766
3	Revenues	2,322,057	202,830,571	6,311,331,787	212,406,133,319	496,099,135,131	0001584831	0001214816	0000731766
4	StockholdersEquity	6,493,000	134,149,112	5,773,028,092	42,842,400,000	101,698,000,000	0001584831	0001273813	0000731766
5	NetIncome	-17,995,115,633	-1,214,720,122	695,829,533	8,451,730,051	25,543,152,116	0001071739	0001448893	0000080661
6	ComprehensiveNetIncome	-17,817,668,298	-1,199,470,858	821,763,605	8,751,540,461	26,095,326,930	0001071739	0000074260	0000080661
7	BaseVar	103,677,029	4,785,874,944	164,814,477,533	5,283,278,753,842	12,247,134,089,616	0001584831	0001214816	0000731766
8	EconomicCapitalRatiobeforeLimitedLiability	0.0735	0.102	0.368	1.25	2.57	0001224608	0001072627	0001371285
9	EconomicCapitalRatio	0.828	0.856	1.10	1.74	2.69	0001224608	0001072627	0001371285

Effect quantiles (final effects with respect to final var and normalized if applicable)

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Investments	-0.604	-0.496	-0.00851	0.199	0.318	0001832466	0001096343	0000876437
1	SeparateAccountAssets	-0.0642	-0.0434	-0.00588	0.00200	0.0238	0001832466	0001095073	0000850141
2	PremiumsReceivable	-0.211	-0.127	-0.00351	0.0399	0.0698	0001832466	0000876437	0001576018
3	DeferredPolicyAcquisitionCosts	-0.119	-0.0821	-0.00263	0.0124	0.0512	0001832466	0001448893	0001267238
4	ReinsuranceRecoverables	-0.236	-0.169	-0.0155	0.0645	0.112	0001832466	0001224608	0001096343
5	IntangibleAssets	-0.121	-0.0291	-0.00775	0.0992	0.232	0001832466	0000005513	0000094344
6	AssetsCurrent	-0.0396	-0.0292	-0.00588	0.140	0.221	0000080661	0001273813	0001371285
7	AssetsNonCurrent	-0.138	-0.0972	-0.00409	0.0184	0.0772	0001832466	0001576018	0000060086
8	remainder_Assets	-0.432	-0.327	-0.0571	0.0933	0.554	0001832466	0000005513	0001591890
9	LiabilityForClaimsAndClaimsAdjustmentExpense	-0.341	-0.238	0.0511	0.259	0.404	0001620459	0001072627	0000720858
10	PolicyholderContractDeposits	-0.403	-0.144	0.0435	0.161	0.215	0000850141	0001669162	0001371285
11	LiabilitiesCurrent	-0.354	-0.290	0.00485	0.0154	0.0212	0001371285	0001576018	0000720858
12	UnearnedPremiums	-0.310	-0.129	-0.00250	0.201	0.225	0001267238	0000060086	0000720858
13	ReinsurancePayable	-0.0932	-0.0488	0.0104	0.0807	0.105	0001828105	0000033992	0001179929
14	LongTermDebt	-0.144	-0.0693	0.0146	0.0648	0.0833	0001072627	0001214816	0000720858
15	remainder_Liabilities	-0.496	-0.237	0.0312	0.198	0.225	0000004977	0001691421	0001371285
16	PolicyholderBenefitsAndClaims	-0.00519	-0.00507	0.000690	0.0101	0.0144	0001832466	0000074260	0000049071
17	SellingGeneralAndAdministrativeExpense	-0.00376	-0.00356	-0.00149	0.0151	0.0220	0001669162	0001828105	0001179929
18	DeferredPolicyAcquisitionCostAmortizationExpense	-0.000807	-0.000791	-0.000670	0.00243	0.00279	0001832466	0001379041	0001681206
19	remainder_Expenses	-0.00449	-0.00436	-0.00131	0.0128	0.0175	0001739940	0001095073	0001371285
20	PremiumsEarned	-0.00891	-0.00728	-0.00310	0.0107	0.0122	0001832466	0001267238	0000850141
21	InvestmentIncome	-0.00377	-0.00288	0.000225	0.00153	0.00197	0001273813	0001096343	0001224608
22	InsuranceCommissionsAndFees	-0.0346	-0.000659	0.000551	0.000674	0.000748	0001072627	0001071739	0001591890
23	remainder_Revenues	-0.0252	-0.0231	0.00232	0.00422	0.00481	0001156039	0001669162	0001591890
24	Revenues_Y1	0	0	0	0	0	0000004977	0000947484	0000004977
25	Revenues_Y2	0	0	0	0	0	0000004977	0000947484	0000004977
26	Revenues_Y3	0	0	0	0	0	0000004977	0000947484	0000004977
27	Revenues_Y4	0	0	0	0	0	0000004977	0000947484	0000004977
28	Revenues_Y5	0	0	0	0	0	0000004977	0000947484	0000004977
29	remainder_NetIncome	-0.000202	-0.000191	-0.000170	0.000562	0.00148	0000876437	0000060086	0001591890
30	remainder_ComprehensiveNetIncome	-0.000563	-0.000517	-0.0000549	0.00122	0.00299	0001832466	0000776867	0000004977

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.649	-0.542	-0.0406	0.225	0.272	0001832466	0000074260	0001273813
1	Liabilities	-0.418	-0.356	0.0372	0.295	0.570	0001224608	0000020286	0001584831
2	Expenses	-0.00860	-0.00352	-0.0000826	0.00342	0.00621	0000876437	0000011544	0001584831
3	Revenues	-0.00546	-0.00230	-0.000374	0.00383	0.0154	0000876437	0000074260	0001591890
4	StockholdersEquity	-1.54	-1.10	-0.0645	0.310	0.569	0001832466	0000021175	0001591890
5	NetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
6	ComprehensiveNetIncome	0	0	0	0	0	0000004977	0000947484	0000004977
7	BaseVar	-0.000000000000000111	0	0	0	0.000000000000000111	0000101199	0000947484	0001739940
8	EconomicCapitalRatiobeforeLimitedLiability	-0.153	-0.126	-0.0525	0.357	0.499	0001224608	0001179929	0001591890
9	EconomicCapitalRatio	-0.148	-0.121	-0.0471	0.362	0.505	0001224608	0001179929	0001591890

Estimates

Parameter	Value	Min	Max
premium	0.2	0.03	0.2
BalanceFactor	0.5	0.5	5.0
OCIFactor	0.5	0.5	1.0
a	1.0	0.0	1.0
b	0.0	0.0	1.0
RunOffRate	0.3	0.05	0.3
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	1.34	0.02	10.0

Stock Table

					Adjusted stock price	Split	Original stock price (Adjusted stock price * Split)	Outstanding shares	Market cap (Original stock price * Outstanding shares)	obs_EconomicCapitalRatio
Company	Name	Name_short	Identifier	Year
0000004977	Aflac INC	Aflac I	AFL	2009	15.6000	2.0000	31.2000	467,899,237	14,598,456,194.40	0.1827
				2010	19.4700	2.0000	38.9400	471,261,454	18,350,921,018.76	0.1921
				2011	14.9600	2.0000	29.9200	466,787,688	13,966,287,624.96	0.1266
				2012	19.5400	2.0000	39.0800	468,906,913	18,324,882,160.04	0.1488
				2013	24.7700	2.0000	49.5400	466,090,298	23,090,113,362.92	0.2025
				2014	23.5800	2.0000	47.1600	450,586,603	21,249,664,197.48	0.1922
				2015	23.5700	2.0000	47.1400	426,738,679	20,116,461,328.06	0.1838
				2018	37.1300	1	37.1300	761,279,345	28,266,302,079.85	0.2197
				2019	45.2800	1	45.2800	734,018,010	33,236,335,492.80	0.2404
				2020	38.6400	1	38.6400	702,445,245	27,142,484,266.80	0.1830
				2021	52.3100	1	52.3100	661,528,219	34,604,541,135.89	0.2456
				2022	66.1900	1	66.1900	621,788,560	41,156,184,786.40	0.3434
				2023	77.3300	1	77.3300	584,379,889	45,190,096,816.37	0.3905
				2024	99.6000	1	99.6000	555,528,417	55,330,630,333.20	0.5294
				2025	109.2600	1	109.2600	524,113,917	57,264,686,571.42	0.5629
0000005272	American International Group INC	America	AIG	2009	18.6500	1	18.6500	134,607,379	2,510,427,618.35	0.0031
				2010	35.0800	1	35.0800	135,143,176	4,740,822,614.08	0.0076
				2011	17.6300	1	17.6300	1,899,224,304	33,483,324,479.52	0.0671
				2012	26.2600	1	26.2600	1,476,304,497	38,767,756,091.22	0.0777
				2013	38.3500	1	38.3500	1,472,346,407	56,464,484,708.45	0.1151
				2014	42.6200	1	42.6200	1,399,912,329	59,664,263,461.98	0.1292
				2015	47.2800	1	47.2800	1,237,012,512	58,485,951,567.36	0.1294
				2016	52.1600	1	52.1600	1,027,135,119	53,575,367,807.04	0.1165
				2017	47.8100	1	47.8100	898,959,371	42,979,247,527.51	0.0923
				2018	31.6100	1	31.6100	884,648,470	27,963,738,136.70	0.0604
				2019	43.2600	1	43.2600	869,951,606	37,634,106,475.56	0.0766
				2020	32.9600	1	32.9600	861,525,734	28,395,888,192.64	0.0514
				2021	51.1300	1	51.1300	830,297,608	42,453,116,697.04	0.0756
				2022	58.2200	1	58.2200	742,980,010	43,256,296,182.20	0.0856
				2023	63.4500	1	63.4500	702,040,343	44,544,459,763.35	0.0867
				2024	70.2200	1	70.2200	623,769,375	43,801,085,512.50	0.3127
				2025	85.2400	1	85.2400	539,576,054	45,993,462,842.96	0.3269
0000005513	Unum Group	Unum Gr	UNM	2009	12.5800	1	12.5800	331,764,281	4,173,594,654.98	0.0831
				2010	15.7200	1	15.7200	317,144,217	4,985,507,091.24	0.0944
				2011	13.8100	1	13.8100	292,380,426	4,037,773,683.06	0.0722
				2012	14.0100	1	14.0100	275,122,712	3,854,469,195.12	0.0665
				2013	23.8600	1	23.8600	261,162,229	6,231,330,783.94	0.1131
				2014	24.5900	1	24.5900	251,991,798	6,196,478,312.82	0.1064
				2015	23.7600	1	23.7600	243,447,405	5,784,310,342.80	0.1028
				2016	32.2700	1	32.2700	232,119,111	7,490,483,711.97	0.1304
				2017	40.6900	1	40.6900	224,389,084	9,130,391,827.96	0.1542
				2018	21.9800	1	21.9800	218,748,493	4,808,091,876.14	0.0835
				2022	37.0600	1	37.0600	198,940,884	7,372,749,161.04	0.1297
				2023	42.0700	1	42.0700	195,045,646	8,205,570,327.22	0.1404
				2024	70.4600	1	70.4600	182,611,898	12,866,834,333.08	0.2278
				2025	77.8300	1	77.8300	167,331,269	13,023,392,666.27	0.2247
0000011544	Berkley W R CORP	Berkley	WRB	2010	5.8300	3.3750	19.6800	145,040,084	2,854,388,853.12	0.1819
				2011	7.3200	3.3750	24.7000	137,102,059	3,386,420,857.30	0.2055
				2012	8.4700	3.3750	28.5900	135,815,797	3,882,973,636.23	0.2159
				2018	18.3800	3.3750	62.0300	122,124,243	7,575,366,793.29	0.3419
				2019	26.6100	2.2500	59.8700	183,674,708	10,996,604,767.96	0.4664
				2024	56.4400	1	56.4400	381,069,120	21,507,541,132.80	0.5915
				2025	69.5100	1	69.5100	380,021,174	26,415,271,804.74	0.6736
0000020286	Cincinnati Financial CORP	Cincinn	CINF	2010	19.5600	1	19.5600	162,736,024	3,183,116,629.44	0.2530
				2011	19.6700	1	19.6700	162,078,694	3,188,087,910.98	0.2426
				2012	26.7300	1	26.7300	162,686,191	4,348,601,885.43	0.3146
				2013	36.4100	1	36.4100	163,830,717	5,965,076,405.97	0.4078
				2014	37.8000	1	37.8000	163,490,441	6,179,938,669.80	0.3995
				2015	45.0300	1	45.0300	163,851,889	7,378,250,561.67	0.4707
				2016	59.2700	1	59.2700	164,748,584	9,764,648,573.68	0.5793
				2017	59.5100	1	59.5100	164,071,775	9,763,911,330.25	0.5510
				2018	63.2400	1	63.2400	162,737,705	10,291,532,464.20	0.5712
				2019	87.8300	1	87.8300	163,374,035	14,349,141,494.05	0.7007
				2020	74.6800	1	74.6800	160,896,903	12,015,780,716.04	0.5426
				2021	101.2200	1	101.2200	161,140,998	16,310,691,817.56	0.6567
				2022	94.4900	1	94.4900	157,184,308	14,852,345,262.92	0.6069
				2023	96.2200	1	96.2200	156,907,720	15,097,660,818.40	0.5650
				2024	139.0500	1	139.0500	156,315,102	21,735,614,933.10	0.7359
				2025	163.9500	1	163.9500	156,018,513	25,579,235,206.35	0.7741
0000021175	CNA Financial CORP	CNA Fin	CNA	2014	15.9900	1	15.9900	270,015,043	4,317,540,537.57	0.0878
				2015	15.6000	1	15.6000	270,274,361	4,216,280,031.60	0.0857
				2016	20.3500	1	20.3500	270,495,998	5,504,593,559.30	0.1118
				2017	27.5500	1	27.5500	271,176,870	7,470,922,768.50	0.1481
				2018	24.5200	1	24.5200	271,410,714	6,654,990,707.28	0.1291
				2019	26.8100	1	26.8100	271,478,277	7,278,332,606.37	0.1335
				2020	25.2100	1	25.2100	271,388,678	6,841,708,572.38	0.1186
				2021	30.3200	1	30.3200	271,359,883	8,227,631,652.56	0.1366
				2022	31.1000	1	31.1000	270,893,378	8,424,784,055.80	0.1491
				2023	33.6200	1	33.6200	270,870,525	9,106,667,050.50	0.1524
				2024	41.9200	1	41.9200	270,842,416	11,353,714,078.72	0.1854
				2025	44.9500	1	44.9500	270,666,584	12,166,462,950.80	0.1912
0000033992	Kingstone Companies INC	Kingsto	KINS	2020	6.1400	1	6.1400	10,680,653	65,579,209.42	0.2416
				2021	4.7800	1	4.7800	10,483,132	50,109,370.96	0.1708
				2022	1.3900	1	1.3900	10,684,499	14,851,453.61	0.0492
				2023	2.2700	1	2.2700	10,759,330	24,423,679.10	0.0811
				2024	15.3500	1	15.3500	12,349,132	189,559,176.20	0.5549
				2025	16.9600	1	16.9600	14,147,428	239,940,378.88	0.6121
0000049071	Humana INC	Humana	HUM	2009	39.1700	1	39.1700	169,832,474	6,652,338,006.58	0.5905
				2010	47.7500	1	47.7500	168,318,547	8,037,210,619.25	0.6358
				2012	60.5800	1	60.5800	158,223,755	9,585,195,077.90	0.6162
				2013	92.6100	1	92.6100	155,913,299	14,439,130,620.39	0.8981
				2014	131.6400	1	131.6400	153,334,953	20,185,013,212.92	1.0827
				2015	162.9700	1	162.9700	148,223,927	24,156,053,383.19	1.2367
				2016	187.2700	1	187.2700	149,101,179	27,922,177,791.33	1.3924
				2017	228.2200	1	228.2200	142,860,096	32,603,531,109.12	1.4649
				2018	264.0000	1	264.0000	137,186,880	36,217,336,320.00	1.7812
				2019	346.0500	1	346.0500	132,426,045	45,826,032,872.25	1.9877
				2020	383.3800	1	383.3800	132,341,451	50,737,065,484.38	1.8053
				2021	440.6100	1	440.6100	128,534,291	56,633,493,957.51	1.5599
				2022	491.7900	1	491.7900	126,600,318	62,260,770,389.22	1.7603
				2023	439.7800	1	439.7800	123,110,720	54,141,632,441.60	1.3916
				2024	248.2000	1	248.2000	120,411,343	29,886,095,332.60	0.7812
				2025	256.5300	1	256.5300	120,273,068	30,853,650,134.04	0.7706
0000060086	Loews CORP	Loews C	L	2009	33.3300	1	33.3300	429,631,666	14,319,623,427.78	0.2254
				2010	36.0400	1	36.0400	416,215,016	15,000,389,176.64	0.2317
				2011	35.0700	1	35.0700	396,566,700	13,907,594,169.00	0.2182
				2014	40.0300	1	40.0300	374,144,134	14,976,989,684.02	0.2268
				2015	36.5800	1	36.5800	354,342,618	12,961,852,966.44	0.2005
				2016	45.5300	1	45.5300	336,959,362	15,341,759,751.86	0.2363
				2017	48.0700	1	48.0700	336,631,152	16,181,859,476.64	0.2404
				2018	43.5100	1	43.5100	314,190,649	13,670,435,137.99	0.2022
				2019	50.2200	1	50.2200	297,438,996	14,937,386,379.12	0.2096
				2020	43.2100	1	43.2100	274,872,872	11,877,256,799.12	0.1681
				2022	57.0000	1	57.0000	237,427,052	13,533,341,964.00	0.1997
				2023	68.3600	1	68.3600	223,250,642	15,261,413,887.12	0.2152
				2024	83.6900	1	83.6900	217,776,738	18,225,735,203.22	0.2498
				2025	106.2000	1	106.2000	206,659,567	21,947,246,015.40	0.2868
0000064996	Mercury General CORP	Mercury	MCY	2010	21.5700	1	21.5700	54,800,233	1,182,041,025.81	0.3575
				2011	24.2000	1	24.2000	54,837,927	1,327,077,833.40	0.4225
				2012	22.9200	1	22.9200	54,911,377	1,258,568,760.84	0.3851
				2013	29.6400	1	29.6400	54,960,392	1,629,026,018.88	0.4786
				2014	34.8900	1	34.8900	55,036,367	1,920,218,844.63	0.5243
				2015	30.8400	1	30.8400	55,164,462	1,701,272,008.08	0.4575
				2016	41.3900	1	41.3900	55,270,922	2,287,663,461.58	0.5846
				2017	37.9400	1	37.9400	55,332,077	2,099,299,001.38	0.4974
				2018	38.7400	1	38.7400	55,339,577	2,143,855,212.98	0.4635
				2019	38.5100	1	38.5100	55,354,691	2,131,709,150.41	0.4272
				2020	43.1900	1	43.1900	55,357,691	2,390,898,674.29	0.4501
				2021	45.4500	1	45.4500	55,370,788	2,516,602,314.60	0.4413
				2022	31.2400	1	31.2400	55,371,127	1,729,794,007.48	0.3006
				2023	35.8100	1	35.8100	55,371,127	1,982,840,057.87	0.3133
				2024	66.4000	1	66.4000	55,371,127	3,676,642,832.80	0.5011
				2025	93.4300	1	93.4300	55,388,627	5,174,959,420.61	0.6196
0000074260	OLD Republic International CORP	OLD Rep	ORI	2010	4.8300	1	4.8300	241,079,437	1,164,413,680.71	0.0843
				2011	3.5500	1	3.5500	259,304,985	920,532,696.75	0.0650
				2012	4.3500	1	4.3500	259,463,122	1,128,664,580.70	0.0781
				2013	7.2400	1	7.2400	259,997,750	1,882,383,710.00	0.1286
				2014	6.5700	1	6.5700	260,889,104	1,714,041,413.28	0.1140
				2015	8.8200	1	8.8200	261,446,604	2,305,959,047.28	0.1520
				2016	9.3200	1	9.3200	262,600,130	2,447,433,211.60	0.1497
				2017	10.7200	1	10.7200	263,806,691	2,828,007,727.52	0.1659
				2018	11.4700	1	11.4700	302,643,075	3,471,316,070.25	0.2072
				2019	13.4100	1	13.4100	303,570,106	4,070,875,121.46	0.2252
				2020	12.0900	1	12.0900	304,062,837	3,676,119,699.33	0.1863
				2021	17.8000	1	17.8000	307,008,734	5,464,755,465.20	0.2537
				2022	19.1700	1	19.1700	304,303,660	5,833,501,162.20	0.2642
				2023	24.1100	1	24.1100	280,377,703	6,759,906,419.33	0.2902
				2024	30.8400	1	30.8400	253,557,200	7,819,704,048.00	0.3124
				2025	42.9900	1	42.9900	247,450,000	10,637,875,500.00	0.3955
0000080661	Progressive CORP OH	Progres	PGR	2009	10.2900	1	10.2900	674,228,419	6,937,810,431.51	0.4038
				2010	12.0800	1	12.0800	663,350,123	8,013,269,485.84	0.4421
				2011	11.9500	1	11.9500	620,628,395	7,416,509,320.25	0.3914
				2012	14.1200	1	14.1200	604,748,737	8,539,052,166.44	0.4336
				2013	18.1000	1	18.1000	599,996,304	10,859,933,102.40	0.5096
				2014	19.3100	1	19.3100	589,206,958	11,377,586,358.98	0.5097
				2015	23.4800	1	23.4800	584,544,245	13,725,098,872.60	0.5290
				2016	27.0100	1	27.0100	580,781,045	15,686,896,025.45	0.5371
				2017	43.3100	1	43.3100	581,634,009	25,190,568,929.79	0.7452
				2018	47.2800	1	47.2800	583,144,753	27,571,083,921.84	0.6716
				2019	59.0200	1	59.0200	584,630,089	34,504,867,852.78	0.7197
				2020	83.2600	1	83.2600	585,597,988	48,756,888,480.88	0.8773
				2021	92.7800	1	92.7800	585,063,639	54,282,204,426.42	0.8753
				2022	117.9100	1	117.9100	585,069,712	68,985,569,741.92	1.0217
				2023	144.0900	1	144.0900	585,040,907	84,298,544,289.63	1.0732
				2024	221.5300	1	221.5300	585,811,503	129,774,822,259.59	1.3962
				2025	213.7200	1	213.7200	586,397,236	125,324,817,277.92	1.1617
0000084246	RLI CORP	RLI COR	RLI	2010	6.2200	4.0000	24.8800	20,947,794	521,181,114.72	0.2460
				2011	9.6200	4.0000	38.4800	21,081,400	811,212,272.00	0.3549
				2012	9.2700	4.0000	37.0800	21,222,684	786,937,122.72	0.3503
				2013	14.4100	4.0000	57.6400	21,446,816	1,236,194,474.24	0.5316
				2014	15.9000	2.0000	31.8000	43,027,044	1,368,259,999.20	0.5816
				2015	20.8700	2.0000	41.7400	43,384,236	1,810,858,010.64	0.7790
				2016	22.3600	2.0000	44.7200	43,906,953	1,963,518,938.16	0.8298
				2017	21.8100	2.0000	43.6200	44,059,831	1,921,889,828.22	0.7624
				2018	25.9100	2.0000	51.8200	44,484,654	2,305,194,770.28	0.8534
				2019	35.0300	2.0000	70.0600	44,836,488	3,141,244,349.28	1.0306
				2020	41.1600	2.0000	82.3200	45,055,164	3,708,941,100.48	1.1004
				2021	44.9800	2.0000	89.9600	45,244,505	4,070,195,669.80	1.0454
				2022	57.2900	2.0000	114.5800	45,378,171	5,199,430,833.18	1.2444
				2023	58.6600	2.0000	117.3200	45,625,771	5,352,815,453.72	1.1965
0000086312	Travelers Companies INC	Travele	TRV	2009	33.8300	1	33.8300	546,373,306	18,483,808,941.98	0.1928
				2010	39.0700	1	39.0700	459,043,898	17,934,845,094.86	0.1940
				2011	42.7400	1	42.7400	412,773,299	17,641,930,799.26	0.1910
				2012	53.9700	1	53.9700	381,449,123	20,586,809,168.31	0.2232
				2020	124.2200	1	124.2200	253,308,761	31,466,014,291.42	0.3080
				2021	143.3800	1	143.3800	246,008,687	35,272,725,542.06	0.3327
				2022	176.0500	1	176.0500	234,347,525	41,256,881,776.25	0.3932
				2023	178.3400	1	178.3400	228,399,446	40,732,757,199.64	0.3588
				2024	235.4100	1	235.4100	227,018,963	53,442,534,079.83	0.4481
				2025	289.9800	1	289.9800	223,063,417	64,683,929,661.66	0.5083
0000094344	Stewart Information Services CORP	Stewart	STC	2011	8.1700	1	8.1700	19,303,844	157,712,405.48	0.1706
				2012	18.2600	1	18.2600	19,403,765	354,312,748.90	0.3540
				2013	22.3500	1	22.3500	22,501,030	502,898,020.50	0.5057
				2014	26.1200	1	26.1200	24,005,760	627,030,451.20	0.6016
				2015	27.2400	1	27.2400	23,341,106	635,811,727.44	0.6338
				2016	33.1600	1	33.1600	23,371,297	774,992,208.52	0.7619
				2017	32.4600	1	32.4600	23,764,016	771,379,959.36	0.7234
				2018	32.4600	1	32.4600	23,740,794	770,626,173.24	0.7459
				2019	33.6800	1	33.6800	23,706,719	798,442,295.92	0.6568
				2020	40.9300	1	40.9300	26,719,342	1,093,622,668.06	0.7428
				2021	67.8900	1	67.8900	26,890,755	1,825,613,356.95	0.8429
				2022	37.7400	1	37.7400	27,127,013	1,023,773,470.62	0.4987
				2023	53.8700	1	53.8700	27,362,249	1,474,004,353.63	0.7320
				2024	66.4900	1	66.4900	27,721,674	1,843,214,104.26	0.9104
				2025	70.2400	1	70.2400	28,024,203	1,968,420,018.72	0.8109
0000101199	United FIRE Group INC	United	UFCS	2011	13.3600	1	13.3600	25,502,667	340,715,631.12	0.1042
				2013	19.8300	1	19.8300	25,403,989	503,761,101.87	0.1513
				2015	28.0100	1	28.0100	25,076,389	702,389,655.89	0.2035
				2016	37.2600	1	37.2600	25,357,805	944,831,814.30	0.2636
				2017	34.8600	1	34.8600	24,877,643	867,234,634.98	0.2346
				2018	44.1000	1	44.1000	25,071,751	1,105,664,219.10	0.4661
				2019	37.0400	1	37.0400	25,031,726	927,175,131.04	0.3624
				2020	21.9000	1	21.9000	25,031,234	548,184,024.60	0.2063
				2021	21.1300	1	21.1300	25,080,923	529,959,902.99	0.2059
				2022	25.3900	1	25.3900	25,197,357	639,760,894.23	0.2546
				2023	19.1400	1	19.1400	25,265,351	483,578,818.14	0.1741
				2024	28.2600	1	28.2600	25,342,114	716,168,141.64	0.2312
				2025	36.7500	1	36.7500	25,514,329	937,651,590.75	0.2782
0000230557	Selective Insurance Group INC	Selecti	SIGI	2010	14.0100	1	14.0100	53,512,025	749,703,470.25	0.1596
				2011	13.9800	1	13.9800	54,220,632	758,004,435.36	0.1463
				2012	15.4900	1	15.4900	55,001,360	851,971,066.40	0.1363
				2013	22.1900	1	22.1900	55,774,851	1,237,643,943.69	0.2174
				2014	22.5900	1	22.5900	56,424,220	1,274,623,129.80	0.2145
				2015	29.0500	1	29.0500	57,195,450	1,661,527,822.50	0.2678
				2016	37.6600	1	37.6600	57,856,321	2,178,869,048.86	0.3306
				2017	51.2400	1	51.2400	58,391,399	2,991,975,284.76	0.4381
				2018	53.4100	1	53.4100	58,888,985	3,145,260,688.85	0.4457
				2019	59.1500	1	59.1500	59,401,565	3,513,602,569.75	0.4564
				2024	90.8700	1	90.8700	60,794,017	5,524,352,324.79	0.4621
				2025	83.7000	1	83.7000	60,409,116	5,056,243,009.20	0.3787
0000720858	Investors Title CO	Investo	ITIC	2011	21.4500	1	21.4500	2,120,524	45,485,239.80	0.4344
				2012	35.3000	1	35.3000	2,062,854	72,818,746.20	0.6367
				2013	48.0800	1	48.0800	2,066,922	99,377,609.76	0.8013
				2014	43.0100	1	43.0100	2,028,818	87,259,462.18	0.6751
				2015	55.2800	1	55.2800	1,953,217	107,973,835.76	0.7705
				2016	101.1100	1	101.1100	1,884,283	190,519,854.13	1.2587
				2017	122.6600	1	122.6600	1,887,026	231,462,609.16	1.4471
				2018	115.4800	1	115.4800	1,886,630	217,868,032.40	1.3925
				2019	109.9000	1	109.9000	1,888,672	207,565,052.80	1.2340
				2020	119.4900	1	119.4900	1,892,411	226,124,190.39	1.2376
				2024	231.1700	1	231.1700	1,884,097	435,546,703.49	2.0972
				2025	250.5200	1	250.5200	1,887,574	472,875,038.48	2.0651
0000731766	Unitedhealth Group INC	Unitedh	UNH	2009	24.3100	1	24.3100	1,162,016,644	28,248,624,615.64	0.5979
				2010	27.8500	1	27.8500	1,099,938,251	30,633,280,290.35	0.6108
				2011	40.0100	1	40.0100	1,066,026,494	42,651,720,024.94	0.7937
				2012	43.6200	1	43.6200	1,021,492,625	44,557,508,302.50	0.6937
				2013	60.4100	1	60.4100	1,006,758,191	60,818,262,318.31	0.9325
				2014	84.7900	1	84.7900	959,791,117	81,380,688,810.43	1.1716
				2015	99.4700	1	99.4700	953,108,435	94,805,696,029.45	1.0123
				2016	138.1700	1	138.1700	951,816,220	131,512,447,117.40	1.2803
				2017	192.5100	1	192.5100	969,067,449	186,555,174,606.99	1.6502
				2018	216.5300	1	216.5300	962,034,200	208,309,265,326.00	1.6785
				2019	263.2800	1	263.2800	947,414,929	249,435,402,507.12	1.7466
				2020	310.3300	1	310.3300	948,820,710	294,447,530,934.30	1.8173
				2021	458.7500	1	458.7500	941,851,250	432,074,260,937.50	2.4837
				2022	493.1600	1	493.1600	934,349,073	460,783,588,840.68	2.2751
				2023	496.2500	1	496.2500	924,925,293	458,994,176,651.25	2.0467
				2024	487.2300	1	487.2300	920,284,334	448,390,136,054.82	1.8155
				2025	324.1500	1	324.1500	905,838,620	293,627,588,673.00	1.1349
0000776867	White Mountains Insurance Group Ltd	White M	WTM	2010	329.2700	1	329.2700	8,298,947	2,732,594,278.69	0.2203
				2011	440.2200	1	440.2200	7,630,717	3,359,194,237.74	0.2864
				2012	507.1600	1	507.1600	6,583,653	3,338,965,455.48	0.3101
				2020	994.9800	1	994.9800	3,102,011	3,086,438,904.78	1.0561
				2021	1009.7900	1	1009.7900	3,017,772	3,047,315,987.88	0.5919
				2022	1386.2200	1	1386.2200	2,576,232	3,571,224,323.04	0.6587
				2023	1470.0800	1	1470.0800	2,560,452	3,764,069,276.16	0.6165
				2024	1928.0000	1	1928.0000	2,568,148	4,951,389,344.00	0.6727
				2025	2075.8300	1	2075.8300	2,553,106	5,299,814,027.98	0.5774
0000814585	MBIA INC	MBIA IN	MBI	2013	5.0700	1	5.0700	192,247,762	974,696,153.34	0.0637
				2014	4.1400	1	4.1400	193,197,265	799,836,677.10	0.0560
				2015	2.7700	1	2.7700	152,955,415	423,686,499.55	0.0327
				2016	4.7700	1	4.7700	135,741,783	647,488,304.91	0.0681
				2019	4.0500	1	4.0500	80,051,402	324,208,178.10	0.0473
				2020	2.9800	1	2.9800	53,928,317	160,706,384.66	0.0283
				2021	5.4000	1	5.4000	54,406,254	293,793,771.60	0.0606
				2022	5.4900	1	5.4900	54,892,618	301,360,472.82	0.0791
0000850141	Horace Mann Educators Corp De	Horace	HMN	2011	8.7600	1	8.7600	39,930,140	349,788,026.40	0.0504
				2012	12.7600	1	12.7600	39,378,349	502,467,733.24	0.0666
				2013	21.2300	1	21.2300	40,325,799	856,116,712.77	0.1035
				2014	22.8100	1	22.8100	41,914,409	956,067,669.29	0.1051
				2015	23.8500	1	23.8500	40,700,671	970,711,003.35	0.1030
				2016	31.7700	1	31.7700	40,207,673	1,277,397,771.21	0.1286
				2018	28.8600	1	28.8600	40,940,849	1,181,552,902.14	0.1137
				2019	34.9800	1	34.9800	41,219,737	1,441,866,400.26	0.1233
				2020	34.4000	1	34.4000	41,412,903	1,424,603,863.20	0.1133
				2021	32.8900	1	32.8900	41,487,550	1,364,525,519.50	0.1012
				2022	33.0600	1	33.0600	40,898,295	1,352,097,632.70	0.1048
				2023	29.9000	1	29.9000	40,835,262	1,220,974,333.80	0.0907
				2024	37.6300	1	37.6300	40,757,989	1,533,723,126.07	0.1108
				2025	45.8200	1	45.8200	40,684,968	1,864,185,233.76	0.1283
0000860748	Kemper Corp	Kemper	KMPR	2010	17.2800	1	17.2800	61,450,138	1,061,858,384.64	0.1454
				2011	20.7600	1	20.7600	60,460,402	1,255,157,945.52	0.1799
				2012	21.6400	1	21.6400	58,353,230	1,262,763,897.20	0.1823
				2016	36.7300	1	36.7300	51,187,031	1,880,099,648.63	0.2603
				2017	58.5000	1	58.5000	51,451,359	3,009,904,501.50	0.4113
				2018	55.1300	1	55.1300	64,747,142	3,569,509,938.46	0.3562
				2019	66.5400	1	66.5400	66,647,148	4,434,701,227.92	0.4030
				2021	50.2100	1	50.2100	63,653,144	3,196,024,360.24	0.2475
				2022	46.3700	1	46.3700	63,885,142	2,962,354,034.54	0.2440
				2023	45.2700	1	45.2700	64,087,148	2,901,225,189.96	0.2525
				2024	62.6100	1	62.6100	64,045,475	4,009,887,189.75	0.3568
				2025	40.0000	1	40.0000	58,546,860	2,341,874,400.00	0.2102
0000874766	Hartford Insurance Group INC	Hartfor	HIG	2009	16.9700	1	16.9700	383,008,419	6,499,652,870.43	0.0218
				2010	19.3900	1	19.3900	444,541,171	8,619,653,305.69	0.0280
				2011	12.0800	1	12.0800	445,739,799	5,384,536,771.92	0.0184
				2012	16.9900	1	16.9900	436,307,932	7,412,871,764.68	0.0258
				2013	27.9700	1	27.9700	447,083,233	12,504,918,027.01	0.0466
				2014	32.9900	1	32.9900	420,951,148	13,887,178,372.52	0.0589
				2015	34.7100	1	34.7100	409,609,906	14,217,559,837.26	0.0648
				2019	52.6900	1	52.6900	360,421,232	18,990,594,714.08	0.3029
				2020	42.7100	1	42.7100	358,330,435	15,304,292,878.85	0.2360
				2022	70.8300	1	70.8300	318,098,929	22,530,947,141.07	0.3403
				2023	76.5000	1	76.5000	300,769,828	23,008,891,842.00	0.3329
				2024	106.6500	1	106.6500	289,890,995	30,916,874,616.75	0.4253
				2025	137.6400	1	137.6400	278,650,292	38,353,426,190.88	0.5013
0000876437	MGIC Investment CORP	MGIC In	MTG	2010	8.6800	1	8.6800	200,449,588	1,739,902,423.84	0.2048
				2012	2.0800	1	2.0800	202,031,904	420,226,360.32	0.0766
				2013	7.1300	1	7.1300	337,758,169	2,408,215,744.97	0.4604
				2014	7.8900	1	7.8900	338,559,545	2,671,234,810.05	0.5629
				2015	7.6300	1	7.6300	339,656,530	2,591,579,323.90	0.5443
				2016	8.8400	1	8.8400	340,662,694	3,011,458,214.96	0.6755
				2017	12.4500	1	12.4500	370,566,801	4,613,556,672.45	1.1416
				2018	8.6200	1	8.6200	361,589,994	3,116,905,748.28	0.8021
				2019	12.2300	1	12.2300	348,709,277	4,264,714,457.71	1.0467
				2020	10.9400	1	10.9400	338,573,493	3,703,994,013.42	0.7399
				2021	12.7300	1	12.7300	325,582,685	4,144,667,580.05	0.8470
				2022	11.8800	1	11.8800	297,025,490	3,528,662,821.20	0.9065
				2023	18.3200	1	18.3200	277,311,432	5,080,345,434.24	1.2695
				2024	22.9300	1	22.9300	253,365,363	5,809,667,773.59	1.4665
				2025	29.3300	1	29.3300	223,740,981	6,562,322,972.73	1.6143
0000890926	Radian Group INC	Radian	RDN	2011	1.7500	1	1.7500	133,199,159	233,098,528.25	0.0385
				2012	4.3500	1	4.3500	133,645,317	581,357,128.95	0.1051
				2013	11.5300	1	11.5300	173,099,515	1,995,837,407.95	0.3874
				2015	11.0500	1	11.0500	206,871,768	2,285,933,036.40	0.5201
				2016	14.6900	1	14.6900	214,427,037	3,149,933,173.53	0.7114
				2017	17.4900	1	17.4900	215,565,249	3,770,236,205.01	0.8566
				2018	13.0000	1	13.0000	213,333,428	2,773,334,564.00	0.6069
				2019	20.5900	1	20.5900	201,149,388	4,141,665,898.92	0.8658
				2020	16.8500	1	16.8500	191,556,568	3,227,728,170.80	0.5560
				2021	17.7300	1	17.7300	179,333,136	3,179,576,501.28	0.5568
				2022	16.9300	1	16.9300	157,025,431	2,658,440,546.83	0.5208
				2023	26.4400	1	26.4400	153,160,338	4,049,559,336.72	0.7505
0000891166	Universal Insurance Holdings Inc	Univers	UVE	2011	1.9000	1	1.9000	39,992,769	75,986,261.10	0.0929
				2012	2.4800	1	2.4800	40,871,028	101,360,149.44	0.1199
				2013	8.6100	1	8.6100	35,111,172	302,307,190.92	0.3631
				2014	13.2200	1	13.2200	34,261,956	452,943,058.32	0.5647
				2015	15.7200	1	15.7200	35,600,279	559,636,385.88	0.6608
				2016	19.7400	1	19.7400	35,038,483	691,659,654.42	0.7908
				2017	18.9300	1	18.9300	34,443,288	652,011,441.84	0.5279
				2018	27.9300	1	27.9300	34,938,872	975,842,694.96	0.6070
				2019	21.8700	1	21.8700	33,211,481	726,335,089.47	0.4931
				2020	11.6300	1	11.6300	31,334,080	364,415,350.40	0.2376
				2021	13.9500	1	13.9500	31,167,628	434,788,410.60	0.2362
				2022	9.3200	1	9.3200	30,512,761	284,378,932.52	0.1035
				2023	14.9600	1	14.9600	29,185,808	436,619,687.68	0.2035
				2024	19.9300	1	19.9300	28,286,229	563,744,543.97	0.2123
				2025	33.7300	1	33.7300	28,048,881	946,088,756.13	0.3690
0000896159	Chubb Ltd	Chubb L	CB	2009	35.9500	1	35.9500	336,524,657	12,098,061,419.15	0.1775
				2010	45.7300	1	45.7300	334,942,852	15,316,936,621.96	0.2131
				2011	52.3400	1	52.3400	336,823,967	17,629,366,432.78	0.2343
				2012	61.8700	1	61.8700	339,808,296	21,023,939,273.52	0.2669
				2013	80.0600	1	80.0600	340,065,071	27,225,609,584.26	0.3399
				2014	93.7400	1	93.7400	331,737,541	31,097,077,093.34	0.3726
				2015	97.2300	1	97.2300	324,181,471	31,520,164,425.33	0.3590
				2016	112.2900	1	112.2900	465,339,149	52,252,933,041.21	0.3852
				2017	126.2500	1	126.2500	464,221,986	58,608,025,732.50	0.4144
				2018	111.0900	1	111.0900	460,805,372	51,190,868,775.48	0.3590
				2019	140.0100	1	140.0100	453,202,305	63,452,854,723.05	0.4251
				2020	140.6100	1	140.6100	451,370,518	63,467,208,535.98	0.3941
				2021	180.9100	1	180.9100	430,741,280	77,925,404,964.80	0.4578
				2022	210.0300	1	210.0300	415,050,274	87,173,009,048.22	0.5014
				2023	215.6500	1	215.6500	407,989,898	87,983,021,503.70	0.4425
				2024	272.4100	1	272.4100	403,097,997	109,807,925,362.77	0.5171
				2025	311.2400	1	311.2400	393,550,859	122,488,769,355.16	0.5270
0000899051	Allstate CORP	Allstat	ALL	2009	20.7600	1	20.7600	536,478,617	11,137,296,088.92	0.0896
				2010	22.6200	1	22.6200	538,183,935	12,173,720,609.70	0.1003
				2011	19.9600	1	19.9600	505,352,126	10,086,828,434.96	0.0868
				2012	30.2200	1	30.2200	418,222,228	12,638,675,730.16	0.1083
				2013	41.1100	1	41.1100	454,848,452	18,698,819,861.72	0.1658
				2014	55.0000	1	55.0000	419,433,284	23,068,830,620.00	0.2369
				2015	49.6900	1	49.6900	387,306,176	19,245,243,885.44	0.2033
				2016	60.2500	1	60.2500	368,246,845	22,186,872,411.25	0.2257
				2017	85.9300	1	85.9300	358,825,941	30,833,913,110.13	0.3048
				2019	95.4200	1	95.4200	323,956,116	30,911,892,588.72	0.2890
				2020	93.9100	1	93.9100	304,068,026	28,555,028,321.66	0.2575
				2021	103.4200	1	103.4200	286,676,041	29,648,036,160.22	0.3413
				2022	124.9700	1	124.9700	265,209,574	33,143,240,462.78	0.3712
				2023	131.5200	1	131.5200	261,687,064	34,417,082,657.28	0.3640
				2024	187.8100	1	187.8100	264,803,459	49,732,737,634.79	0.4927
				2025	206.3300	1	206.3300	261,681,708	53,992,786,811.64	0.5169
0000944695	Hanover Insurance Group Inc	Hanover	THG	2010	30.5600	1	30.5600	45,109,681	1,378,551,851.36	0.1878
				2011	23.3800	1	23.3800	44,870,688	1,049,076,685.44	0.0923
				2012	26.5200	1	26.5200	44,573,485	1,182,088,822.20	0.0970
				2013	42.1300	1	42.1300	43,858,956	1,847,777,816.28	0.1529
				2014	52.0000	1	52.0000	44,029,507	2,289,534,364.00	0.1856
				2015	60.9000	1	60.9000	43,247,266	2,633,758,499.40	0.2129
				2016	69.4000	1	69.4000	42,543,286	2,952,504,048.40	0.2308
				2017	83.7200	1	83.7200	42,474,995	3,556,006,581.40	0.2545
				2018	87.0000	1	87.0000	42,332,507	3,682,928,109.00	0.3372
				2019	117.4600	1	117.4600	39,391,552	4,626,931,697.92	0.4194
				2020	102.2700	1	102.2700	37,252,437	3,809,806,731.99	0.3217
				2021	116.4200	1	116.4200	35,580,242	4,142,251,773.64	0.3266
				2022	124.7300	1	124.7300	35,562,307	4,435,686,552.11	0.3456
0000947484	ARCH Capital Group LTD	ARCH Ca	ACGL	2010	9.3500	9.0000	84.1500	48,887,727	4,113,902,227.05	0.3043
				2011	11.7600	3.0000	35.2800	134,188,052	4,734,154,474.56	0.3192
				2012	13.8100	3.0000	41.4300	136,550,744	5,657,297,323.92	0.3714
				2013	18.5300	3.0000	55.5900	133,543,538	7,423,685,277.42	0.4435
				2014	18.7600	3.0000	56.2800	129,110,352	7,266,330,610.56	0.3939
				2015	22.2800	3.0000	66.8400	122,450,741	8,184,607,528.44	0.4175
				2016	27.5600	3.0000	82.6800	122,694,041	10,144,343,309.88	0.4105
				2017	28.6900	3.0000	86.0700	130,874,024	11,264,327,245.68	0.4182
				2018	25.1000	1	25.1000	404,724,220	10,158,577,922.00	0.3763
				2019	40.4100	1	40.4100	405,308,162	16,378,502,826.42	0.5162
				2020	33.4600	1	33.4600	406,026,570	13,585,649,032.20	0.3744
				2021	41.5600	1	41.5600	386,133,743	16,047,718,359.08	0.4187
				2022	59.7300	1	59.7300	369,873,027	22,092,515,902.71	0.5320
				2023	70.3200	1	70.3200	373,171,909	26,241,448,640.88	0.5277
				2024	91.9900	1	91.9900	376,241,879	34,610,490,449.21	0.5721
				2025	96.4000	1	96.4000	362,625,938	34,957,140,423.20	0.5206
0001018979	Amerisafe INC	Amerisa	AMSF	2011	9.4300	1	9.4300	18,067,272	170,374,374.96	0.1750
				2012	10.5800	1	10.5800	18,187,226	192,420,851.08	0.1868
				2013	17.0400	1	17.0400	18,504,180	315,311,227.20	0.2813
				2014	17.8500	1	17.8500	18,822,825	335,987,426.25	0.2724
				2015	23.1600	1	23.1600	19,093,792	442,212,222.72	0.3469
				2016	30.2500	1	30.2500	19,230,135	581,711,583.75	0.4507
				2017	31.6500	1	31.6500	19,244,023	609,073,327.95	0.4665
0001042046	American Financial Group Inc	America	AFG	2010	13.2700	1	13.2700	107,755,778	1,429,919,174.06	0.0474
				2011	15.3600	1	15.3600	98,728,074	1,516,463,216.64	0.0450
				2012	16.8900	1	16.8900	90,234,106	1,524,054,050.34	0.0414
				2013	25.2200	1	25.2200	89,365,096	2,253,787,721.12	0.0568
				2014	27.7000	1	27.7000	87,870,863	2,434,022,905.10	0.0541
				2015	33.8200	1	33.8200	87,349,107	2,954,146,798.74	0.0622
				2016	42.4300	1	42.4300	86,845,988	3,684,875,270.84	0.0700
				2017	54.9600	1	54.9600	88,112,753	4,842,676,904.88	0.0835
				2018	47.3500	1	47.3500	89,253,183	4,226,138,215.05	0.0693
				2019	60.9000	1	60.9000	90,176,219	5,491,731,737.10	0.0820
				2020	50.2300	1	50.2300	86,844,220	4,362,185,170.60	0.0622
				2021	98.1600	1	98.1600	84,807,882	8,324,741,697.12	0.3150
				2022	109.2900	1	109.2900	85,143,503	9,305,333,442.87	0.3472
				2023	101.5000	1	101.5000	83,777,809	8,503,447,613.50	0.3075
				2024	125.6700	1	125.6700	83,931,257	10,547,641,067.19	0.3688
				2025	133.6800	1	133.6800	83,403,572	11,149,389,504.96	0.3688
0001067983	Berkshire Hathaway INC	Berkshi	BRK-B	2009	65.7500	50.0000	3287.5000	1,056,884	3,474,506,150.00	0.0152
				2010	79.9700	1	79.9700	956,153	76,463,555.41	0.0003
				2011	76.4100	1	76.4100	941,481	71,938,563.21	0.0002
0001071739	Centene CORP	Centene	CNC	2010	6.4800	4.0000	25.9200	51,724,423	1,340,697,044.16	0.8676
				2011	9.9500	4.0000	39.8000	50,378,693	2,005,071,981.40	1.1643
				2012	10.2000	4.0000	40.8000	51,633,824	2,106,660,019.20	0.9298
				2013	14.3300	4.0000	57.3200	54,768,884	3,139,352,430.88	1.0793
				2014	26.4200	4.0000	105.6800	58,668,982	6,200,138,017.76	1.2672
				2015	32.8400	2.0000	65.6800	119,202,788	7,829,239,115.84	1.2675
				2016	28.5800	2.0000	57.1600	170,892,049	9,768,189,520.84	0.5688
				2017	51.1100	2.0000	102.2200	172,566,531	17,639,750,798.82	0.9577
				2018	57.6700	2.0000	115.3400	205,355,367	23,685,688,029.78	0.9329
				2020	58.8800	1	58.8800	579,797,682	34,138,487,516.16	0.6124
				2021	84.1000	1	84.1000	583,502,932	49,072,596,581.20	0.7566
				2022	81.6000	1	81.6000	566,259,693	46,206,790,948.80	0.7136
				2023	73.7700	1	73.7700	534,201,000	39,408,007,770.00	0.5499
				2024	60.3100	1	60.3100	504,865,000	30,448,408,150.00	0.4400
				2025	39.9200	1	39.9200	491,518,000	19,621,398,560.00	0.2941
0001072627	Kingsway Financial Services Inc	Kingswa	KWY	2012	3.5600	1	3.5600	13,148,971	46,810,336.76	0.1378
				2013	3.8400	1	3.8400	16,429,761	63,090,282.24	0.2061
				2014	5.6000	1	5.6000	19,709,706	110,374,353.60	0.3976
				2021	5.4800	1	5.4800	24,026,331	131,664,293.88	0.2814
				2022	7.3300	1	7.3300	24,224,616	177,566,435.28	0.6467
				2023	8.4900	1	8.4900	28,291,499	240,194,826.51	1.2962
				2024	8.4100	1	8.4100	27,572,791	231,887,172.31	1.3074
				2025	13.5300	1	13.5300	28,956,152	391,776,736.56	1.8282
0001095073	Everest Group LTD	Everest	EG	2010	61.6500	1	61.6500	54,982,512	3,389,671,864.80	0.2220
				2011	61.5800	1	61.5800	53,708,254	3,307,354,281.32	0.2086
				2012	82.1800	1	82.1800	51,709,157	4,249,458,522.26	0.2589
				2013	117.6800	1	117.6800	47,902,123	5,637,121,834.64	0.3463
				2014	134.3700	1	134.3700	45,246,968	6,079,835,090.16	0.3601
				2015	147.8100	1	147.8100	43,082,394	6,368,008,657.14	0.3693
				2016	177.8600	1	177.8600	40,873,802	7,269,814,423.72	0.4206
				2017	183.9300	1	183.9300	41,069,690	7,553,948,081.70	0.3892
				2018	184.1800	1	184.1800	40,647,998	7,486,548,271.64	0.3592
				2019	240.8700	1	240.8700	40,782,128	9,823,191,171.36	0.4316
				2020	206.3600	1	206.3600	39,965,673	8,247,316,280.28	0.2953
				2021	247.2600	1	247.2600	39,369,026	9,734,385,368.76	0.2939
				2022	313.3800	1	313.3800	39,165,034	12,273,538,354.92	0.3434
				2023	339.7000	1	339.7000	43,390,424	14,739,727,032.80	0.3444
				2024	351.1200	1	351.1200	42,978,585	15,090,640,765.20	0.3055
				2025	332.5500	1	332.5500	41,978,058	13,959,803,187.90	0.2548
0001096343	Markel Group INC	Markel	MKL	2010	378.4300	1	378.4300	9,716,369	3,676,965,520.67	0.3983
				2011	410.3900	1	410.3900	9,617,991	3,947,127,326.49	0.4027
				2012	432.6100	1	432.6100	9,624,398	4,163,610,818.78	0.3939
				2013	576.0100	1	576.0100	13,969,015	8,046,292,330.15	0.3910
				2014	686.3500	1	686.3500	13,959,475	9,581,085,666.25	0.4484
				2015	883.3800	1	883.3800	13,950,253	12,323,374,495.14	0.5871
				2016	904.2700	1	904.2700	13,991,499	12,652,092,800.73	0.5856
				2017	1132.3000	1	1132.3000	13,891,901	15,729,799,502.30	0.5624
				2018	1008.8500	1	1008.8500	13,884,649	14,007,528,143.65	0.4886
				2019	1137.8800	1	1137.8800	13,812,499	15,716,966,362.12	0.4935
				2020	991.3900	1	991.3900	13,778,084	13,659,454,696.76	0.3883
				2021	1219.2300	1	1219.2300	13,668,248	16,664,738,009.04	0.4079
				2022	1297.2500	1	1297.2500	13,450,401	17,448,532,697.25	0.4061
				2023	1397.8200	1	1397.8200	13,218,534	18,477,131,195.88	0.3908
				2024	1726.7100	1	1726.7100	12,862,300	22,209,462,033.00	0.4178
				2025	2177.6600	1	2177.6600	12,610,250	27,460,837,015.00	0.4627
0001126328	Principal Financial Group Inc	Princip	PFG	2009	14.1700	1	14.1700	318,943,811	4,519,433,801.87	0.0338
				2010	19.4000	1	19.4000	320,353,148	6,214,851,071.20	0.0442
				2011	14.9300	1	14.9300	305,155,289	4,555,968,464.77	0.0318
				2012	17.5900	1	17.5900	293,586,944	5,164,194,344.96	0.0329
				2013	31.5400	1	31.5400	294,370,290	9,284,438,946.60	0.0457
				2021	61.2500	1	61.2500	265,069,422	16,235,502,097.50	0.0548
				2022	74.9700	1	74.9700	244,682,790	18,343,868,766.30	0.0639
				2023	72.0500	1	72.0500	238,412,113	17,177,592,741.65	0.0574
0001156039	Elevance Health Inc	Elevanc	ELV	2009	46.7000	1	46.7000	458,345,599	21,404,739,473.30	0.5392
				2010	44.9900	1	44.9900	393,610,053	17,708,516,284.47	0.4629
				2011	53.2800	1	53.2800	347,860,963	18,534,032,108.64	0.4591
				2012	49.6900	1	49.6900	303,655,451	15,088,639,360.19	0.3206
				2013	76.1200	1	76.1200	295,417,144	22,487,153,001.28	0.4765
				2014	107.6300	1	107.6300	269,941,385	29,053,791,267.55	0.5818
				2015	120.7800	1	120.7800	261,069,836	31,532,014,792.08	0.6282
				2016	127.4100	1	127.4100	263,435,396	33,564,303,804.36	0.6389
				2017	201.4000	1	201.4000	256,760,521	51,711,568,929.40	0.9027
				2018	233.8600	1	233.8600	258,642,095	60,486,040,336.70	1.0556
				2019	276.6100	1	276.6100	253,563,697	70,138,254,227.17	1.1388
				2020	287.4500	1	287.4500	248,704,310	71,490,053,909.50	1.0211
				2021	428.4000	1	428.4000	242,714,676	103,978,967,198.40	1.3096
				2022	484.1300	1	484.1300	238,827,582	115,623,597,273.66	1.3671
				2024	358.1700	1	358.1700	231,922,815	83,067,794,648.55	0.8637
				2025	341.7700	1	341.7700	222,238,763	75,954,542,030.51	0.7635
0001172052	Safety Insurance Group INC	Safety	SAFT	2011	21.3400	1	21.3400	15,186,787	324,086,034.58	0.2832
				2012	25.2300	1	25.2300	15,320,409	386,533,919.07	0.3150
				2013	32.4000	1	32.4000	15,389,412	498,616,948.80	0.3902
				2014	38.2000	1	38.2000	15,009,158	573,349,835.60	0.4338
				2015	35.4100	1	35.4100	15,093,073	534,445,714.93	0.3868
				2016	49.1300	1	49.1300	15,150,619	744,349,911.47	0.5231
				2017	55.6200	1	55.6200	15,219,974	846,534,953.88	0.5811
				2018	58.8100	1	58.8100	15,286,610	899,005,534.10	0.6005
				2019	69.6000	1	69.6000	15,383,540	1,070,694,384.00	0.6616
				2020	60.9000	1	60.9000	14,893,698	907,026,208.20	0.5627
				2021	67.4200	1	67.4200	14,982,202	1,010,100,058.84	0.6108
				2022	72.7100	1	72.7100	14,737,618	1,071,572,204.78	0.6841
				2023	68.2100	1	68.2100	14,791,907	1,008,955,976.47	0.5963
0001179929	Molina Healthcare INC	Molina	MOH	2011	22.3800	1	22.3800	45,696,400	1,022,685,432.00	0.8022
				2012	27.1200	1	27.1200	46,583,300	1,263,339,096.00	0.8186
				2013	33.0700	1	33.0700	45,760,400	1,513,296,428.00	0.5919
				2014	53.5600	1	53.5600	48,397,000	2,592,143,320.00	0.6526
				2015	61.2300	1	61.2300	56,082,000	3,433,900,860.00	0.5923
				2016	54.6500	1	54.6500	56,821,000	3,105,267,650.00	0.4688
				2017	76.5900	1	76.5900	57,094,000	4,372,829,460.00	0.5604
				2019	135.7600	1	135.7600	62,700,000	8,512,152,000.00	1.4659
				2020	206.6400	1	206.6400	59,300,000	12,253,752,000.00	1.4443
				2021	317.4000	1	317.4000	58,400,000	18,536,160,000.00	1.7015
				2022	333.5200	1	333.5200	58,400,000	19,477,568,000.00	1.7982
				2023	358.3100	1	358.3100	58,300,000	20,889,473,000.00	1.6339
				2024	293.8500	1	293.8500	57,200,000	16,808,220,000.00	1.2560
				2025	163.8600	1	163.8600	51,400,000	8,422,404,000.00	0.6225
0001214816	AXIS Capital Holdings LTD	AXIS Ca	AXS	2010	23.7400	1	23.7400	123,613,982	2,934,595,932.68	0.2153
				2011	21.8300	1	21.8300	130,597,547	2,850,944,451.01	0.1890
				2012	24.2600	1	24.2600	122,236,000	2,965,445,360.00	0.1858
				2013	33.4900	1	33.4900	114,311,535	3,828,293,307.15	0.2292
				2014	37.6400	1	37.6400	102,207,438	3,847,087,966.32	0.2261
				2015	42.3400	1	42.3400	96,392,995	4,081,279,408.30	0.2394
				2016	50.2600	1	50.2600	88,445,095	4,445,250,474.70	0.2515
				2017	39.4800	1	39.4800	83,158,962	3,283,115,819.76	0.1486
				2018	41.4900	1	41.4900	83,579,276	3,467,704,161.24	0.1604
				2019	49.7800	1	49.7800	83,957,597	4,179,409,178.66	0.1830
				2020	43.6300	1	43.6300	84,321,136	3,678,931,163.68	0.1584
				2021	46.8800	1	46.8800	84,773,377	3,974,175,913.76	0.1611
				2022	50.2600	1	50.2600	84,666,896	4,255,358,192.96	0.1684
				2023	52.0500	1	52.0500	85,241,668	4,436,828,819.40	0.1606
				2024	87.6200	1	87.6200	83,655,404	7,329,886,498.48	0.2487
				2025	107.9500	1	107.9500	77,037,743	8,316,224,356.85	0.2658
0001224608	CNO Financial Group Inc	CNO Fin	CNO	2015	15.3300	1	15.3300	185,960,817	2,850,779,324.61	0.0981
				2019	15.9900	1	15.9900	151,139,901	2,416,727,016.99	0.0772
				2020	20.0100	1	20.0100	138,985,005	2,781,089,950.05	0.0853
				2021	21.7100	1	21.7100	123,313,475	2,677,135,542.25	0.0797
				2022	21.1200	1	21.1200	114,403,320	2,416,198,118.40	0.0740
				2023	26.6700	1	26.6700	112,170,646	2,991,591,128.82	0.0880
				2024	36.2400	1	36.2400	103,209,019	3,740,294,848.56	0.1022
				2025	42.9000	1	42.9000	95,353,512	4,090,665,664.80	0.1092
0001267238	Assurant INC	Assuran	AIZ	2010	28.2800	1	28.2800	106,553,898	3,013,344,235.44	0.1255
				2011	30.6100	1	30.6100	92,108,357	2,819,436,807.77	0.1146
				2013	51.8300	1	51.8300	72,716,952	3,768,919,622.16	0.1381
				2014	54.9700	1	54.9700	70,255,038	3,861,919,438.86	0.1333
				2015	65.7700	1	65.7700	65,839,094	4,330,237,212.38	0.1559
				2016	77.3300	1	77.3300	57,012,647	4,408,787,992.51	0.1594
				2017	85.9900	1	85.9900	53,811,707	4,627,268,684.93	0.1558
				2018	76.8000	1	76.8000	62,053,935	4,765,742,208.00	0.1237
				2019	116.7400	1	116.7400	60,635,832	7,078,627,027.68	0.1708
				2020	120.5800	1	120.5800	58,759,191	7,085,183,250.78	0.1700
				2021	141.5700	1	141.5700	56,976,709	8,066,192,693.13	0.2588
				2022	116.7100	1	116.7100	52,831,429	6,165,956,078.59	0.1988
				2023	159.8700	1	159.8700	52,590,620	8,407,662,419.40	0.2692
				2024	207.9200	1	207.9200	51,287,376	10,663,671,217.92	0.3284
				2025	239.2500	1	239.2500	50,081,110	11,981,905,567.50	0.3592
0001267395	Aspen Insurance Holdings LTD	Aspen I	AHL-PD	2016	12.5900	1	12.5900	60,217,228	758,134,900.52	0.0739
0001273813	Assured Guaranty LTD	Assured	AGO	2011	10.1900	1	10.1900	182,228,965	1,856,913,153.35	0.1180
				2012	11.3300	1	11.3300	194,076,724	2,198,889,282.92	0.1491
				2013	18.8500	1	18.8500	181,968,895	3,430,113,670.75	0.2499
				2014	21.3300	1	21.3300	161,989,034	3,455,226,095.22	0.2868
				2015	22.2600	1	22.2600	141,324,493	3,145,883,214.18	0.2733
				2016	32.7900	1	32.7900	130,375,131	4,275,000,545.49	0.3923
				2017	29.3300	1	29.3300	117,453,849	3,444,921,391.17	0.3128
				2018	32.6100	1	32.6100	105,667,478	3,445,816,457.58	0.3338
				2023	71.5100	1	71.5100	57,256,573	4,094,417,535.23	0.4240
				2024	87.4000	1	87.4000	50,900,850	4,448,734,290.00	0.4876
				2025	89.9200	1	89.9200	46,109,095	4,146,129,822.40	0.4467
0001331875	Fidelity National Financial Inc	Fidelit	FNF	2010	4.6000	1.8160	8.3500	226,978,309	1,895,268,880.15	0.3073
				2011	5.4800	1.8160	9.9500	219,174,072	2,180,782,016.40	0.3615
				2012	8.3400	1.8160	15.1500	225,202,772	3,411,821,995.80	0.4533
				2013	11.7000	1.8160	21.2500	276,328,287	5,871,976,098.75	0.7576
				2014	15.6200	1.4940	23.3400	372,355,741	8,690,782,994.94	0.8296
				2017	26.4400	1.0780	28.5000	274,431,737	7,821,304,504.50	1.1598
				2018	21.6200	1.0780	23.3100	275,224,747	6,415,488,852.57	0.9412
				2019	32.4600	1.0780	34.9900	275,079,241	9,625,022,642.59	1.2305
				2020	28.9000	1.0780	31.1500	293,673,787	9,147,938,465.05	0.1978
				2021	39.5500	1.0780	42.6300	284,531,737	12,129,587,948.31	0.2168
				2022	31.4200	1.0370	32.5800	272,132,047	8,866,062,091.26	0.1417
				2023	43.8900	1.0370	45.5100	272,158,235	12,385,921,274.85	0.1611
				2024	51.1800	1.0370	53.0700	273,639,207	14,522,032,715.49	0.1594
				2025	53.9200	1	53.9200	271,122,556	14,618,928,219.52	0.1398
0001371285	Trupanion INC	Trupani	TRUP	2014	6.8000	1	6.8000	27,830,941	189,250,398.80	2.7540
				2015	9.4200	1	9.4200	28,250,985	266,124,278.70	5.5168
				2016	15.7500	1	15.7500	29,253,857	460,748,247.75	7.6807
				2017	30.2400	1	30.2400	30,039,804	908,403,672.96	11.1285
				2018	23.6900	1	23.6900	33,419,934	791,718,236.46	5.5395
				2019	36.4600	1	36.4600	34,947,415	1,274,182,750.90	6.7481
				2020	119.7700	1	119.7700	35,578,580	4,261,246,526.60	12.9810
				2021	131.2800	1	131.2800	40,368,077	5,299,521,148.56	13.3659
				2022	48.9500	1	48.9500	40,883,654	2,001,254,863.30	3.8565
				2023	31.2300	1	31.2300	41,545,178	1,297,455,908.94	2.0559
				2024	49.7700	1	49.7700	42,343,514	2,107,436,691.78	3.2662
				2025	37.8400	1	37.8400	43,198,164	1,634,618,525.76	2.2606
0001379041	Employers Holdings Inc	Employe	EIG	2010	12.2100	1	12.2100	38,467,790	469,691,715.90	0.1452
				2013	22.9600	1	22.9600	31,210,749	716,598,797.04	0.2133
				2014	16.9400	1	16.9400	31,489,468	533,431,587.92	0.1557
				2015	20.4200	1	20.4200	32,078,443	655,041,806.06	0.1941
				2016	29.2700	1	29.2700	32,087,739	939,208,120.53	0.2801
				2017	34.3800	1	34.3800	32,430,616	1,114,964,578.08	0.3312
				2018	31.9300	1	31.9300	32,799,666	1,047,293,335.38	0.3071
				2019	33.5100	1	33.5100	31,814,678	1,066,109,859.78	0.3116
				2020	26.1400	1	26.1400	29,021,111	758,611,841.54	0.2288
				2021	34.4500	1	34.4500	27,964,380	963,372,891.00	0.3032
				2022	39.1300	1	39.1300	27,196,727	1,064,207,927.51	0.3280
				2023	36.6600	1	36.6600	25,720,677	942,920,018.82	0.3098
				2024	48.6900	1	48.6900	24,716,104	1,203,427,103.76	0.4002
				2025	42.2800	1	42.2800	22,479,106	950,416,601.68	0.3212
0001385613	Greenlight Capital RE LTD	Greenli	GLRE	2011	23.5300	1	23.5300	36,509,036	859,057,617.08	0.4472
				2012	22.8400	1	22.8400	36,678,653	837,740,434.52	0.3654
				2013	33.6300	1	33.6300	36,720,128	1,234,897,904.64	0.4839
0001393726	Tiptree INC	Tiptree	TIPT	2021	12.5700	1	12.5700	33,900,272	426,126,419.04	0.1253
				2022	13.5300	1	13.5300	36,252,621	490,497,962.13	0.1300
				2023	17.8400	1	17.8400	36,749,768	655,615,861.12	0.1352
				2024	20.4000	1	20.4000	37,055,838	755,939,095.20	0.1408
0001400810	HCI Group Inc	HCI Gro	HCI	2011	5.2000	1	5.2000	6,181,802	32,145,370.40	0.1757
				2012	14.5100	1	14.5100	10,187,277	147,817,389.27	0.5322
				2013	36.9200	1	36.9200	11,494,694	424,384,102.48	0.9514
				2014	32.8600	1	32.8600	10,988,763	361,090,752.18	0.7067
				2015	26.2000	1	26.2000	10,890,921	285,342,130.20	0.5507
				2016	30.3100	1	30.3100	10,186,219	308,744,297.89	0.5633
				2017	23.7900	1	23.7900	9,781,952	232,712,638.08	0.3122
				2018	42.1700	1	42.1700	9,175,636	386,936,570.12	0.5213
				2019	40.2800	1	40.2800	8,018,449	322,983,125.72	0.4550
				2020	46.7300	1	46.7300	7,982,057	373,001,523.61	0.4436
				2021	79.6400	1	79.6400	10,250,656	816,362,243.84	0.8419
				2022	36.3800	1	36.3800	8,756,970	318,578,568.60	0.1901
0001401521	American Coastal Insurance Corp	America	ACIC	2011	3.2300	1	3.2300	10,361,849	33,468,772.27	0.1574
				2012	4.3100	1	4.3100	10,448,839	45,034,496.09	0.1670
				2013	10.4300	1	10.4300	16,209,315	169,063,155.45	0.4365
				2014	16.2800	1	16.2800	20,905,070	340,334,539.60	0.7057
				2015	13.8200	1	13.8200	21,527,817	297,514,430.94	0.4797
				2016	12.3500	1	12.3500	21,643,714	267,299,867.90	0.3041
				2017	13.3400	1	13.3400	42,753,504	570,331,743.36	0.3184
				2020	4.6900	1	4.6900	43,080,410	202,047,122.90	0.0765
				2021	3.8200	1	3.8200	43,205,774	165,046,056.68	0.0651
				2022	0.6800	1	0.6800	43,308,091	29,449,501.88	0.0101
				2023	8.2400	1	8.2400	43,897,772	361,717,641.28	0.3705
				2024	12.0600	1	12.0600	48,204,962	581,351,841.72	0.5293
0001412100	Maiden Holdings Ltd	Maiden	MHLA	2011	11.0700	1	11.0700	72,206,276	799,323,475.32	0.2691
				2012	12.9900	1	12.9900	72,282,493	938,949,584.07	0.2586
				2013	12.6100	1	12.6100	72,613,048	915,650,535.28	0.2206
				2014	15.2800	1	15.2800	72,910,082	1,114,066,052.96	0.2452
				2015	16.0000	1	16.0000	73,690,640	1,179,050,240.00	0.2339
				2016	16.9300	1	16.9300	86,131,861	1,458,212,406.73	0.2617
				2017	16.7600	1	16.7600	84,624,829	1,418,312,134.04	0.2352
				2018	12.9100	1	12.9100	82,942,737	1,070,790,734.67	0.2138
				2019	15.5600	1	15.5600	83,111,180	1,293,209,960.80	0.3902
				2020	16.9700	1	16.9700	84,801,161	1,439,075,702.17	0.5360
				2021	17.4600	1	17.4600	86,443,757	1,509,307,997.22	0.7083
				2022	13.9400	1	13.9400	87,171,499	1,215,170,696.06	0.7130
				2023	13.7900	1	13.7900	100,939,240	1,391,952,119.60	0.9982
				2024	13.2200	1	13.2200	99,320,805	1,313,021,042.10	1.0149
0001448893	Essent Group Ltd	Essent	ESNT	2014	22.3700	1	22.3700	86,524,092	1,935,543,938.04	2.7513
				2015	19.9400	1	19.9400	92,653,075	1,847,502,315.50	2.0316
				2016	28.5700	1	28.5700	93,105,055	2,660,011,421.35	2.1967
				2017	39.8700	1	39.8700	98,434,106	3,924,567,806.22	2.3028
				2018	29.3400	1	29.3400	98,139,176	2,879,403,423.84	1.4637
				2019	46.5500	1	46.5500	98,393,659	4,580,224,826.45	1.9237
				2020	39.6400	1	39.6400	112,423,304	4,456,459,770.56	1.3624
				2021	41.0500	1	41.0500	110,432,477	4,533,253,180.85	1.2578
				2022	36.3400	1	36.3400	107,707,483	3,914,089,932.22	1.1207
				2023	50.5600	1	50.5600	106,759,974	5,397,784,285.44	1.3929
				2024	52.7100	1	52.7100	106,213,137	5,598,494,451.27	1.2990
				2025	65.0400	1	65.0400	96,665,101	6,287,098,169.04	1.3781
0001472787	First American Financial Corp	First A	FAF	2010	9.4700	1	9.4700	104,244,923	987,199,420.81	0.2046
				2011	8.1700	1	8.1700	105,445,082	861,486,319.94	0.1979
				2012	15.6400	1	15.6400	106,670,469	1,668,326,135.16	0.3423
				2013	18.7200	1	18.7200	105,701,742	1,978,736,610.24	0.3738
				2014	23.2800	1	23.2800	107,264,707	2,497,122,378.96	0.3915
				2015	25.4600	1	25.4600	108,743,996	2,768,622,138.16	0.4028
				2016	27.1200	1	27.1200	109,820,934	2,978,343,730.08	0.4066
				2017	42.5000	1	42.5000	110,817,359	4,709,737,757.50	0.6014
				2018	34.3200	1	34.3200	111,787,641	3,836,551,839.12	0.4380
				2019	46.7000	1	46.7000	112,336,298	5,246,105,116.60	0.5637
				2020	42.9200	1	42.9200	111,645,048	4,791,805,460.16	0.4636
				2021	65.7200	1	65.7200	109,766,986	7,213,886,319.92	0.5320
				2022	46.1500	1	46.1500	103,541,714	4,778,450,101.10	0.3789
0001502292	Presurance Holdings Inc	Presura	PRHI	2015	64.6500	0.1430	9.2400	7,644,492	70,635,106.08	0.5073
				2016	50.8400	0.1430	7.2700	7,632,430	55,487,766.10	0.3268
				2017	39.9000	0.1430	5.7100	8,518,488	48,640,566.48	0.2286
				2018	27.8200	0.1430	3.9800	8,602,703	34,238,757.94	0.1617
				2019	28.8100	0.1430	4.1200	9,588,873	39,506,156.76	0.1748
				2020	17.5200	0.1430	2.5100	9,678,463	24,292,942.13	0.1013
				2021	16.1900	0.1430	2.3200	9,707,817	22,522,135.44	0.0832
				2022	10.7100	0.1430	1.5300	12,216,324	18,690,975.72	0.0618
0001576018	Siriuspoint Ltd	Siriusp	SPNT	2013	18.2000	1	18.2000	103,888,916	1,890,778,271.20	1.3457
				2015	13.5700	1	13.5700	105,479,341	1,431,354,657.37	0.5027
				2016	11.9500	1	11.9500	106,383,928	1,271,287,939.60	0.4009
				2017	15.1700	1	15.1700	107,383,405	1,629,006,253.85	0.4303
				2018	9.5000	1	9.5000	94,169,725	894,612,387.50	0.3600
				2019	10.4900	1	10.4900	94,220,567	988,373,747.83	0.3617
				2020	9.2700	1	9.2700	95,529,485	885,558,325.95	0.3007
				2021	8.1600	1	8.1600	161,935,588	1,321,394,398.08	0.1412
				2022	6.0600	1	6.0600	162,168,711	982,742,388.66	0.0982
				2023	11.6400	1	11.6400	167,580,193	1,950,633,446.52	0.1681
				2024	14.3100	1	14.3100	161,866,867	2,316,314,866.77	0.2004
				2025	22.1500	1	22.1500	116,814,640	2,587,444,276.00	0.2282
0001584831	Oxbridge RE Holdings Ltd	Oxbridg	OXBR	2014	4.5600	1	4.5600	6,000,000	27,360,000.00	0.8732
				2015	4.7100	1	4.7100	6,060,000	28,542,600.00	0.8353
				2016	5.3300	1	5.3300	5,960,324	31,768,526.92	0.9799
				2017	2.2000	1	2.2000	5,733,587	12,613,891.40	0.8739
				2018	0.6300	1	0.6300	5,733,587	3,612,159.81	0.4271
				2019	0.7800	1	0.7800	5,733,587	4,472,197.86	0.8129
				2020	1.7800	1	1.7800	5,733,587	10,205,784.86	2.0128
				2021	6.5900	1	6.5900	5,733,587	37,784,338.33	4.0353
				2022	1.2400	1	1.2400	5,781,587	7,169,167.88	0.7844
				2023	1.1100	1	1.1100	5,870,234	6,515,959.74	1.1699
				2024	3.9500	1	3.9500	6,226,259	24,593,723.05	4.5460
				2025	1.2500	1	1.2500	7,676,122	9,595,152.50	1.9883
0001591890	FG Nexus Inc	FG Nexu	FGNX	2014	947.9400	0.0080	7.5800	6,358,125	48,194,587.50	0.9785
				2015	931.8800	0.0080	7.4600	6,183,911	46,131,976.06	0.7903
				2016	949.0000	0.0080	7.5900	5,958,866	45,227,792.94	0.6685
				2017	909.3100	0.0080	7.2700	5,984,766	43,509,248.82	0.4782
				2018	486.8800	0.0080	3.9000	5,992,432	23,370,484.80	0.2003
				2019	665.0000	0.0080	5.3200	6,019,816	32,025,421.12	1.0009
				2020	458.7500	0.0080	3.6700	4,957,364	18,193,525.88	1.0332
				2023	181.0000	0.0080	1.4500	10,558,930	15,310,448.50	0.3437
				2024	109.5000	0.2000	21.9000	1,264,226	27,686,549.40	0.3826
				2025	14.8800	0.2000	2.9800	39,574,350	117,931,563.00	1.2783
0001598665	Heritage Insurance Holdings Inc	Heritag	HRTG	2014	16.7300	1	16.7300	29,794,960	498,469,680.80	1.0224
				2015	18.9300	1	18.9300	30,285,410	573,302,811.30	0.8698
				2016	13.9000	1	13.9000	31,566,410	438,773,099.00	0.5136
				2017	15.4500	1	15.4500	24,400,174	376,982,688.30	0.2384
				2018	13.3500	1	13.3500	26,600,605	355,118,076.75	0.2282
				2019	12.1400	1	12.1400	29,534,375	358,547,312.50	0.2090
				2020	9.6700	1	9.6700	28,058,873	271,329,301.91	0.1453
				2021	5.7300	1	5.7300	27,880,203	159,753,563.19	0.0884
				2024	11.9700	1	11.9700	30,684,198	367,289,850.06	0.1581
0001620459	James River Group Holdings Inc	James R	JRVR	2015	25.7400	1	25.7400	28,769,487	740,526,595.38	0.4318
				2016	33.2200	1	33.2200	29,116,496	967,249,997.12	0.4836
				2017	33.4400	1	33.4400	29,607,305	990,068,279.20	0.4110
				2018	31.5000	1	31.5000	29,953,371	943,531,186.50	0.3391
				2019	37.3100	1	37.3100	30,405,422	1,134,426,294.82	0.2448
				2020	44.7600	1	44.7600	30,610,153	1,370,110,448.28	0.2937
				2021	25.9500	1	25.9500	37,291,149	967,705,316.55	0.2110
				2022	20.7800	1	20.7800	37,460,041	778,419,651.98	0.1626
				2023	9.0800	1	9.0800	37,639,568	341,767,277.44	0.0686
				2024	4.6600	1	4.6600	37,829,475	176,285,353.50	0.0374
				2025	6.3500	1	6.3500	45,965,839	291,883,077.65	0.0645
0001669162	Kinsale Capital Group Inc	Kinsale	KNSL	2016	32.0700	1	32.0700	20,968,707	672,466,433.49	1.3206
				2017	44.0600	1	44.0600	21,030,005	926,582,020.30	1.6887
				2018	53.0800	1	53.0800	21,227,746	1,126,768,757.68	1.7578
				2019	99.9000	1	99.9000	22,158,497	2,213,633,850.30	2.4939
				2020	209.8000	1	209.8000	22,677,083	4,757,652,013.40	3.7795
				2021	226.2000	1	226.2000	22,818,845	5,161,622,739.00	3.0798
				2022	271.1800	1	271.1800	22,925,235	6,216,865,227.30	2.6183
				2023	334.2200	1	334.2200	23,173,468	7,745,036,474.96	2.3982
				2024	465.6200	1	465.6200	23,287,978	10,843,348,316.36	2.6160
				2025	395.2300	1	395.2300	23,263,426	9,194,403,857.98	1.8157
0001681206	NI Holdings Inc	NI Hold	NODK	2017	17.1700	1	17.1700	22,313,329	383,119,858.93	1.5374
				2018	15.4500	1	15.4500	22,359,844	345,459,589.80	1.0775
				2019	17.0200	1	17.0200	22,095,065	376,058,006.30	1.0642
				2020	16.8000	1	16.8000	21,200,000	356,160,000.00	0.8039
				2021	18.8500	1	18.8500	21,232,976	400,241,597.60	0.8372
				2023	12.9700	1	12.9700	20,575,593	266,865,441.21	0.5036
				2024	15.6800	1	15.6800	20,648,642	323,770,706.56	0.8007
				2025	13.5300	1	13.5300	20,605,747	278,795,756.91	0.7228
0001691421	Lemonade Inc	Lemonad	LMND	2020	118.7100	1	118.7100	56,590,529	6,717,861,697.59	12.0349
				2021	43.7300	1	43.7300	61,627,462	2,694,968,913.26	2.6515
				2022	14.4400	1	14.4400	69,163,813	998,725,459.72	0.7946
				2023	17.0400	1	17.0400	69,923,569	1,191,497,615.76	0.9317
				2024	39.6500	1	39.6500	71,404,540	2,831,190,011.00	1.8238
				2025	79.0100	1	79.0100	74,731,027	5,904,498,443.27	3.5593
0001739940	Cigna Group	Cigna G	CI	2018	172.0500	1	172.0500	380,924,000	65,537,974,200.00	0.4939
				2019	184.5000	1	184.5000	372,043,094	68,641,950,843.00	0.5158
				2020	181.4300	1	181.4300	361,267,280	65,544,722,610.40	0.5032
				2021	208.9300	1	208.9300	331,427,775	69,245,205,030.75	0.5274
				2022	310.4100	1	310.4100	305,739,004	94,904,444,231.64	0.7814
				2023	283.7400	1	283.7400	292,619,966	83,027,989,152.84	0.6407
				2024	269.1700	1	269.1700	278,152,606	74,870,336,957.02	0.5535
				2025	271.9600	1	271.9600	267,125,816	72,647,536,919.36	0.5303
0001761312	Palomar Holdings Inc	Palomar	PLMR	2019	52.3200	1	52.3200	23,468,750	1,227,885,000.00	4.2910
				2020	89.5800	1	89.5800	25,518,957	2,285,988,168.06	4.1773
				2021	63.8000	1	63.8000	25,415,299	1,621,496,076.20	2.2253
				2022	46.1100	1	46.1100	25,232,736	1,163,481,456.96	1.0443
				2023	57.4100	1	57.4100	24,731,300	1,419,823,933.00	0.9644
				2024	104.8300	1	104.8300	26,465,867	2,774,416,837.61	1.4621
0001788882	Root Inc	Root In	ROOT	2020	300.8700	0.0560	16.8500	42,500,000	716,125,000.00	0.5746
0001828105	Hippo Holdings Inc	Hippo H	HIPO	2021	72.2500	0.0400	2.8900	562,663,119	1,626,096,413.91	1.3418
				2022	12.3200	1	12.3200	23,062,372	284,128,423.04	0.2233
				2023	9.1800	1	9.1800	23,887,240	219,284,863.20	0.1647
				2024	26.4000	1	26.4000	24,359,710	643,096,344.00	0.4727
				2025	31.0700	1	31.0700	25,335,179	787,164,011.53	0.4665
0001832466	Alignment Healthcare Inc	Alignme	ALHC	2021	13.7600	1	13.7600	187,250,836	2,576,571,503.36	5.3938
				2022	11.6100	1	11.6100	187,260,981	2,174,099,989.41	4.2262
				2024	10.7900	1	10.7900	191,696,093	2,068,400,843.47	2.8273
				2025	19.6400	1	19.6400	200,091,742	3,929,801,812.88	4.0258

QA: us_non_life 2009-2025

Table of Contents

Ranks across the years

PDF reports

2009

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2010

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2011

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2012

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2013

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2014

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2015

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2016

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2017

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2018

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2019

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2020

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

Effect quantiles (final effects with respect to final var and normalized if applicable)

2021

Logs

Diagrams

Calculation Linkbase Overview