QA: us_savings 2016-2025

Ranks across the years

	name	name_short	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2016-val	2017-val	2018-val	2019-val	2020-val	2021-val	2022-val	2023-val	2024-val	2025-val	2016->2017	2017->2018	2018->2019	2019->2020	2020->2021	2021->2022	2022->2023	2023->2024	2024->2025
0001434621	Lendingtree Inc	Lending	1	4	3	2	13	8	96	73	57	1	68.95	31.02	37.67	33.06	20.71	29.18	7.43	7.30	10.18	41.56	3	-1	-1	11	-5	88	-23	-16	-56
0001805284	Rocket Companies Inc	Rocket	NaN	NaN	NaN	NaN	19	14	4	2	5	2	NaN	NaN	NaN	NaN	18.36	22.52	28.71	29.01	25.44	25.70	NaN	NaN	NaN	NaN	-5	-10	-2	3	-3
0001029199	Euronet Worldwide INC	Euronet	NaN	NaN	NaN	NaN	9	21	12	6	8	3	NaN	NaN	NaN	NaN	22.66	20.18	20.92	22.17	20.40	24.32	NaN	NaN	NaN	NaN	12	-9	-6	2	-5
0001881592	NSTS Bancorp Inc	NSTS Ba	NaN	NaN	NaN	NaN	NaN	68	15	9	7	4	NaN	NaN	NaN	NaN	NaN	14.29	18.86	21.65	20.41	22.61	NaN	NaN	NaN	NaN	NaN	-53	-6	-2	-3
0001806201	Open Lending Corp	Open Le	NaN	NaN	NaN	NaN	NaN	2	1	1	63	5	NaN	NaN	NaN	NaN	NaN	94.25	63.33	46.11	0.38	21.25	NaN	NaN	NaN	NaN	NaN	-1	0	62	-58
0001084961	Encore Capital Group INC	Encore	25	21	19	9	7	9	9	49	49	6	16.63	17.77	17.91	20.78	23.33	26.26	22.70	13.56	12.74	20.83	-4	-2	-10	-2	2	0	40	0	-43
0000885550	Credit Acceptance CORP	Credit	6	5	4	3	6	7	7	10	10	7	27.36	30.60	31.09	30.62	26.97	31.52	24.94	21.65	19.53	20.19	-1	-1	-1	3	1	0	3	0	-3
0001569994	Waterstone Financial Inc	Waterst	13	13	14	14	14	23	26	20	18	8	19.81	19.80	19.03	18.88	19.89	19.60	16.84	16.05	16.20	16.75	0	1	0	0	9	3	-6	-2	-10
0001584207	Onemain Holdings Inc	Onemain	24	25	17	12	20	25	24	17	19	9	17.26	17.01	18.57	20.13	18.18	19.32	17.14	16.79	15.84	16.65	1	-8	-5	8	5	-1	-7	2	-10
0001258602	Nelnet INC	Nelnet	83	81	99	90	83	95	55	58	32	10	12.97	13.40	11.13	10.75	12.19	13.16	13.48	12.73	14.06	15.92	-2	18	-9	-7	12	-40	3	-26	-22
0001538263	Hometrust Bancshares Inc	Hometru	42	54	56	50	59	71	42	NaN	24	11	15.04	14.54	14.44	14.70	14.19	14.14	14.39	NaN	15.08	15.81	12	2	-6	9	12	-29	NaN	NaN	-13
0001544190	Shepherd s Finance LLC	Shepher	27	28	53	45	89	52	29	18	17	12	16.47	16.31	14.61	15.01	9.67	14.96	16.21	16.57	16.25	15.75	1	25	-8	44	-37	-23	-11	-1	-5
0001409970	Lendingclub Corp	Lending	53	47	28	7	21	NaN	NaN	21	21	13	14.40	14.92	16.13	21.14	17.99	NaN	NaN	15.48	15.32	15.52	-6	-19	-21	14	NaN	NaN	NaN	0	-8
0001046025	Heritage Financial CORP WA	Heritag	43	41	34	28	35	59	54	28	29	14	15.01	15.12	15.82	16.44	15.04	14.80	13.53	14.86	14.66	15.48	-2	-7	-6	7	24	-5	-26	1	-15
0001168455	Plumas Bancorp	Plumas	85	89	76	46	NaN	93	83	33	22	15	12.85	13.08	13.67	14.98	NaN	13.24	11.15	14.41	15.26	15.42	4	-13	-30	NaN	NaN	-10	-50	-11	-7
0001436425	HOME Bancorp INC	HOME Ba	NaN	NaN	NaN	30	37	51	64	31	30	16	NaN	NaN	NaN	15.88	14.92	15.03	12.86	14.60	14.52	15.38	NaN	NaN	NaN	7	14	13	-33	-1	-14
0001046050	Timberland Bancorp INC	Timberl	NaN	NaN	NaN	NaN	38	60	37	25	23	17	NaN	NaN	NaN	NaN	14.90	14.75	14.60	15.18	15.13	15.36	NaN	NaN	NaN	NaN	22	-23	-12	-2	-6
0001114927	First Northern Community Bancorp	First N	86	90	80	52	69	100	90	37	NaN	18	12.73	12.93	13.58	14.62	13.69	12.51	10.38	14.10	NaN	15.21	4	-10	-28	17	31	-10	-53	NaN	NaN
0001807893	Standard Premium Finance Holdings INC	Standar	NaN	NaN	NaN	NaN	NaN	67	36	38	25	19	NaN	NaN	NaN	NaN	NaN	14.43	15.19	14.05	14.96	15.13	NaN	NaN	NaN	NaN	NaN	-31	2	-13	-6
0001178970	Provident Financial Services INC	Provide	40	36	33	29	34	47	48	27	35	20	15.36	15.38	15.90	16.20	15.05	15.17	13.96	14.94	14.01	14.97	-4	-3	-4	5	13	1	-21	8	-15
0001337068	Magyar Bancorp Inc	Magyar	88	92	95	86	82	49	NaN	30	28	21	12.53	12.63	12.66	13.05	12.35	15.07	NaN	14.64	14.69	14.90	4	3	-9	-4	-33	NaN	NaN	-2	-7
0001163370	Northrim Bancorp INC	Northri	44	40	32	39	46	86	70	53	40	22	14.98	15.13	15.99	15.22	14.53	13.57	12.38	13.46	13.78	14.81	-4	-8	7	7	40	-16	-17	-13	-18
0001297341	Kentucky First Federal Bancorp	Kentuck	15	17	NaN	19	79	34	31	22	NaN	23	19.25	18.51	NaN	17.75	12.63	16.04	16.17	15.33	NaN	14.65	2	NaN	NaN	60	-45	-3	-9	NaN	NaN
0001032033	SLM Corp	SLM Cor	39	45	40	51	NaN	NaN	69	55	43	24	15.52	14.96	15.25	14.69	NaN	NaN	12.59	13.38	13.70	14.59	6	-5	11	NaN	NaN	NaN	-14	-12	-19
0001493225	Northfield Bancorp Inc	Northfi	30	27	29	31	30	38	40	26	26	25	16.41	16.33	16.12	15.74	15.50	15.70	14.50	15.11	14.90	14.35	-3	2	2	-1	8	2	-14	0	-1
0001367859	Citizens Community Bancorp Inc	Citizen	80	93	41	73	67	73	65	50	34	26	13.31	12.46	15.12	13.75	13.85	14.10	12.86	13.55	14.03	14.33	13	-52	32	-6	6	-8	-15	-16	-8
0000038009	FORD Motor Credit CO LLC	FORD Mo	NaN	NaN	72	71	65	41	NaN	NaN	NaN	27	NaN	NaN	13.82	13.91	13.91	15.46	NaN	NaN	NaN	14.21	NaN	NaN	-1	-6	-24	NaN	NaN	NaN	NaN
0001783398	UWM Holdings Corp	UWM Hol	NaN	NaN	NaN	NaN	1	22	8	16	16	28	NaN	NaN	NaN	NaN	88.39	20.17	24.14	17.45	16.26	14.17	NaN	NaN	NaN	NaN	21	-14	8	0	12
0001490906	Capitol Federal Financial Inc	Capitol	33	NaN	NaN	NaN	NaN	48	56	47	33	29	16.12	NaN	NaN	NaN	NaN	15.16	13.46	13.79	14.06	14.09	NaN	NaN	NaN	NaN	NaN	8	-9	-14	-4
0001530249	FS Bancorp Inc	FS Banc	58	35	51	40	32	55	66	46	31	30	14.13	15.47	14.89	15.16	15.20	14.85	12.80	13.82	14.25	13.97	-23	16	-11	-8	23	11	-20	-15	-1
0001914605	ECB Bancorp Inc MD	ECB Ban	NaN	NaN	NaN	NaN	NaN	NaN	32	NaN	NaN	32	NaN	NaN	NaN	NaN	NaN	NaN	15.77	NaN	NaN	13.88	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001108134	Beacon Financial Corp	Beacon	47	48	43	38	92	75	77	56	44	31	14.72	14.87	15.05	15.43	8.95	13.94	11.74	13.13	13.68	13.88	1	-5	-5	54	-17	2	-21	-12	-13
0001464343	Atlanticus Holdings Corp	Atlanti	NaN	NaN	NaN	42	10	11	11	11	12	33	NaN	NaN	NaN	15.03	22.37	25.33	21.47	20.19	19.09	13.86	NaN	NaN	NaN	-32	1	0	0	1	21
0001504008	Bankunited Inc	Bankuni	78	NaN	82	77	77	84	80	59	46	34	13.37	NaN	13.52	13.52	13.00	13.60	11.31	12.58	13.06	13.53	NaN	NaN	-5	0	7	-4	-21	-13	-12
0001157647	Western New England Bancorp Inc	Western	NaN	NaN	59	67	72	89	61	51	47	35	NaN	NaN	14.35	14.19	13.35	13.45	13.18	13.50	13.05	13.47	NaN	NaN	8	5	17	-28	-10	-4	-12
0001070524	Greene County Bancorp INC	Greene	75	77	81	70	76	99	75	NaN	48	36	13.46	13.49	13.52	13.92	13.16	12.68	11.82	NaN	12.80	13.30	2	4	-11	6	23	-24	NaN	NaN	-12
0001698022	Farmers Merchants Bancshares Inc	Farmers	NaN	64	55	49	81	96	88	62	53	37	NaN	14.17	14.51	14.71	12.48	12.91	10.60	12.15	12.15	12.88	NaN	-9	-6	32	15	-8	-26	-9	-16
0001391933	Quaint OAK Bancorp INC	Quaint	70	80	88	82	85	101	78	67	50	38	13.63	13.42	13.31	13.28	11.63	12.21	11.69	11.12	12.29	12.10	10	8	-6	3	16	-23	-11	-17	-12
0000873860	Onity Group INC	Onity G	94	101	NaN	NaN	88	104	89	70	58	39	10.15	10.19	NaN	NaN	10.01	10.58	10.47	9.56	10.15	11.59	7	NaN	NaN	NaN	16	-15	-19	-12	-19
0000845877	Federal Agricultural Mortgage CORP	Federal	NaN	NaN	NaN	91	86	103	82	66	55	40	NaN	NaN	NaN	10.57	10.89	11.35	11.16	11.46	11.48	11.44	NaN	NaN	NaN	-5	17	-21	-16	-11	-15
0000310522	Federal National Mortgage Association Fannie MAE	Federal	97	104	100	93	90	105	92	69	59	41	8.91	8.49	9.01	9.06	9.07	9.53	9.45	9.74	9.92	10.03	7	-4	-7	-3	15	-13	-23	-10	-18
0001026214	Federal HOME LOAN Mortgage CORP	Federal	96	103	101	94	91	106	93	71	60	42	8.94	8.73	8.98	9.02	9.06	9.30	9.31	9.50	9.67	9.76	7	-2	-7	-3	15	-13	-22	-11	-18
0001828937	Finance of America Companies Inc	Finance	NaN	NaN	NaN	NaN	NaN	NaN	95	72	61	43	NaN	NaN	NaN	NaN	NaN	NaN	8.52	8.67	9.05	9.25	NaN	NaN	NaN	NaN	NaN	NaN	-23	-11	-18
0001386044	Awareness Group Inc	Awarene	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	60.80	8.48	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	42
0000846377	Totaligent Inc	Totalig	99	NaN	NaN	NaN	NaN	NaN	NaN	75	64	46	0.00	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-11	-18
0001892492	Eightco Holdings Inc	Eightco	NaN	NaN	NaN	NaN	NaN	NaN	97	76	11	45	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	19.18	0.00	NaN	NaN	NaN	NaN	NaN	NaN	-21	-65	34
0000004969	American Express Credit CORP	America	92	102	98	89	40	NaN	NaN	NaN	NaN	NaN	12.06	10.12	11.87	12.73	14.71	NaN	NaN	NaN	NaN	NaN	10	-4	-9	-49	NaN	NaN	NaN	NaN	NaN
0000025598	Onemain Finance CORP	Onemain	12	14	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20.99	19.18	18.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000027673	Deere JOHN Capital CORP	Deere J	57	60	39	68	52	56	44	39	NaN	NaN	14.24	14.27	15.28	14.16	14.36	14.84	14.25	14.03	NaN	NaN	3	-21	29	-16	4	-12	-5	NaN	NaN
0000070502	National Rural Utilities Cooperative Finance CORP DC	Nationa	95	99	94	92	NaN	94	47	54	41	NaN	9.91	11.77	12.71	10.29	NaN	13.19	13.96	13.42	13.74	NaN	4	-5	-2	NaN	NaN	-47	7	-13	NaN
0000077776	PHH CORP	PHH COR	14	98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19.31	12.12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	84	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000108385	World Acceptance CORP	World A	4	2	NaN	NaN	NaN	5	6	3	3	NaN	45.21	52.52	NaN	NaN	NaN	38.98	25.83	25.70	34.92	NaN	-2	NaN	NaN	NaN	NaN	1	-3	0	NaN
0000774569	Cortland Bancorp INC	Cortlan	84	83	78	53	51	NaN	NaN	NaN	NaN	NaN	12.96	13.32	13.64	14.62	14.37	NaN	NaN	NaN	NaN	NaN	-1	-5	-25	-2	NaN	NaN	NaN	NaN	NaN
0000806279	Codorus Valley Bancorp INC	Codorus	72	73	70	64	74	98	76	43	NaN	NaN	13.61	13.66	14.02	14.26	13.26	12.74	11.75	13.92	NaN	NaN	1	-3	-6	10	24	-22	-33	NaN	NaN
0000834071	Toyota Motor Credit CORP	Toyota	82	95	NaN	56	48	46	30	NaN	NaN	NaN	13.07	12.38	NaN	14.54	14.52	15.18	16.19	NaN	NaN	NaN	13	NaN	NaN	-8	-2	-16	NaN	NaN	NaN
0000864270	American Honda Finance CORP	America	21	23	NaN	13	15	17	10	8	9	NaN	17.70	17.55	NaN	19.79	19.52	21.00	21.64	21.87	20.10	NaN	2	NaN	NaN	2	2	-7	-2	1	NaN
0000919864	Finward Bancorp	Finward	77	63	86	57	44	88	94	NaN	51	NaN	13.44	14.19	13.34	14.46	14.58	13.53	9.19	NaN	12.25	NaN	-14	23	-29	-13	44	6	NaN	NaN	NaN
0000921183	HMN Financial INC	HMN Fin	52	61	50	44	50	77	79	48	NaN	NaN	14.43	14.24	14.91	15.01	14.49	13.82	11.49	13.68	NaN	NaN	9	-11	-6	6	27	2	-31	NaN	NaN
0001000045	OLD Market Capital Corp	OLD Mar	8	6	5	4	5	4	NaN	NaN	NaN	NaN	25.83	24.48	25.94	26.65	31.95	42.75	NaN	NaN	NaN	NaN	-2	-1	-1	1	-1	NaN	NaN	NaN	NaN
0001001258	ASTA Funding INC	ASTA Fu	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	62.72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001005409	DIME Community Bancshares INC	DIME Co	64	74	77	79	NaN	NaN	NaN	NaN	NaN	NaN	14.02	13.66	13.66	13.44	NaN	NaN	NaN	NaN	NaN	NaN	10	3	2	NaN	NaN	NaN	NaN	NaN	NaN
0001015780	E Trade Financial CORP	E Trade	41	NaN	NaN	41	NaN	NaN	NaN	NaN	NaN	NaN	15.31	NaN	NaN	15.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001016178	Carver Bancorp INC	Carver	93	100	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11.73	11.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001033012	Flagstar Bancorp INC	Flagsta	66	91	89	84	70	45	NaN	NaN	NaN	NaN	13.97	12.71	13.25	13.16	13.51	15.19	NaN	NaN	NaN	NaN	25	-2	-5	-14	-25	NaN	NaN	NaN	NaN
0001041514	Lesaka Technologies INC	Lesaka	5	3	2	95	3	3	NaN	4	4	NaN	35.26	41.59	58.46	2.35	69.64	67.08	NaN	25.51	27.56	NaN	-2	-1	93	-92	0	NaN	NaN	0	NaN
0001049782	Brookline Bancorp INC	Brookli	55	49	45	43	64	62	50	42	42	NaN	14.29	14.70	15.00	15.03	13.94	14.74	13.90	13.98	13.73	NaN	-6	-4	-2	21	-2	-12	-8	0	NaN
0001070296	First Capital INC	First C	69	55	57	33	39	82	91	32	37	NaN	13.77	14.40	14.41	15.64	14.82	13.63	9.97	14.58	14.00	NaN	-14	2	-24	6	43	9	-59	5	NaN
0001077771	Umpqua Holdings CORP	Umpqua	28	26	35	NaN	NaN	85	74	NaN	NaN	NaN	16.43	16.42	15.81	NaN	NaN	13.59	11.95	NaN	NaN	NaN	-2	9	NaN	NaN	NaN	-11	NaN	NaN	NaN
0001123270	BANK Mutual CORP	BANK Mu	62	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001141807	1ST Constitution Bancorp	1ST Con	65	68	62	59	54	NaN	NaN	NaN	NaN	NaN	13.98	13.91	14.30	14.38	14.31	NaN	NaN	NaN	NaN	NaN	3	-6	-3	-5	NaN	NaN	NaN	NaN	NaN
0001176316	Access National CORP	Access	76	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.46	15.73	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001216752	Pioneer Financial Services INC	Pioneer	10	8	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22.47	23.99	25.87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001228454	BCB Bancorp INC	BCB Ban	89	84	97	85	71	76	57	57	45	NaN	12.46	13.30	12.56	13.13	13.39	13.89	13.33	13.04	13.27	NaN	-5	13	-12	-14	5	-19	0	-12	NaN
0001299709	Axos Financial Inc	Axos Fi	59	NaN	NaN	NaN	NaN	NaN	NaN	35	27	NaN	14.11	NaN	NaN	NaN	NaN	NaN	NaN	14.21	14.87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	NaN
0001303942	Bankfinancial CORP	Bankfin	46	51	46	55	60	92	59	36	38	NaN	14.77	14.64	14.97	14.58	14.07	13.25	13.29	14.15	13.98	NaN	5	-5	9	5	32	-33	-23	2	NaN
0001341318	LAKE Shore Bancorp INC	LAKE Sh	34	32	36	36	36	58	60	NaN	NaN	NaN	15.98	15.89	15.72	15.49	14.98	14.83	13.26	NaN	NaN	NaN	-2	4	0	0	22	2	NaN	NaN	NaN
0001373561	First Eagle Private Credit LLC	First E	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001382230	ESSA Bancorp Inc	ESSA Ba	73	70	85	58	68	65	38	52	NaN	NaN	13.60	13.73	13.42	14.44	13.79	14.54	14.58	13.48	NaN	NaN	-3	15	-27	10	-3	-27	14	NaN	NaN
0001393612	Discover Financial Services	Discove	32	37	38	34	61	28	28	29	14	NaN	16.28	15.33	15.35	15.53	14.03	17.88	16.21	14.79	16.55	NaN	5	1	-4	27	-33	0	1	-15	NaN
0001404296	Atlantic Coast Financial CORP	Atlanti	71	87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.61	13.17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001408534	First Guaranty Bancshares Inc	First G	81	88	92	83	80	97	68	63	54	NaN	13.08	13.12	12.79	13.20	12.62	12.82	12.63	12.15	11.86	NaN	7	4	-9	-3	17	-29	-5	-9	NaN
0001447051	Territorial Bancorp Inc	Territo	45	53	NaN	NaN	41	54	39	41	NaN	NaN	14.92	14.59	NaN	NaN	14.70	14.91	14.56	14.01	NaN	NaN	8	NaN	NaN	NaN	13	-15	2	NaN	NaN
0001454389	Stonegate Mortgage CORP	Stonega	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001478726	Charter Financial CORP	Charter	36	39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.72	15.18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001487052	Legacytexas Financial Group Inc	Legacyt	51	57	37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.43	14.29	15.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	-20	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001500213	SI Financial Group Inc	SI Fina	61	69	71	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.08	13.77	13.87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001500375	Home Federal Bancorp Inc of Louisiana	Home Fe	49	62	61	47	66	83	63	NaN	NaN	NaN	14.56	14.23	14.30	14.91	13.88	13.62	13.13	NaN	NaN	NaN	13	-1	-14	19	17	-20	NaN	NaN	NaN
0001500836	Wolverine Bancorp Inc	Wolveri	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16.57	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001501078	Oconee Federal Financial Corp	Oconee	22	24	27	21	25	NaN	NaN	NaN	NaN	NaN	17.63	17.20	16.58	17.14	17.18	NaN	NaN	NaN	NaN	NaN	2	3	-6	4	NaN	NaN	NaN	NaN	NaN
0001502749	TIAA FSB Holdings Inc	TIAA FS	91	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12.42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001511071	Poage Bankshares Inc	Poage B	37	56	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.63	14.37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001511198	First Connecticut Bancorp Inc	First C	79	86	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.32	13.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001519401	Regional Management Corp	Regiona	9	7	67	5	11	15	16	NaN	NaN	NaN	24.17	24.24	14.15	23.12	21.33	21.75	18.85	NaN	NaN	NaN	-2	60	-62	6	4	1	NaN	NaN	NaN
0001520300	ASB Bancorp Inc	ASB Ban	54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001522327	Entegra Financial Corp	Entegra	74	79	73	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.53	13.46	13.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	-6	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001526952	Wellesley Bancorp Inc	Wellesl	87	94	96	88	NaN	NaN	NaN	NaN	NaN	NaN	12.60	12.39	12.61	12.86	NaN	NaN	NaN	NaN	NaN	NaN	7	2	-8	NaN	NaN	NaN	NaN	NaN	NaN
0001527383	Bankguam Holding Co	Bankgua	90	96	93	81	78	102	NaN	NaN	NaN	NaN	12.43	12.25	12.78	13.36	12.72	11.64	NaN	NaN	NaN	NaN	6	-3	-12	-3	24	NaN	NaN	NaN	NaN
0001529864	Enova International Inc	Enova I	11	10	8	6	4	6	5	NaN	NaN	NaN	21.67	21.54	23.86	21.45	50.58	36.67	27.26	NaN	NaN	NaN	-1	-2	-2	-2	2	-1	NaN	NaN	NaN
0001541119	Sound Financial Bancorp Inc	Sound F	60	67	69	60	NaN	72	51	44	39	NaN	14.09	13.94	14.04	14.36	NaN	14.11	13.88	13.91	13.80	NaN	7	2	-9	NaN	NaN	-21	-7	-5	NaN
0001556727	First Northwest Bancorp	First N	23	NaN	42	35	43	81	84	61	NaN	NaN	17.42	NaN	15.10	15.53	14.65	13.64	11.07	12.45	NaN	NaN	NaN	NaN	-7	8	38	3	-23	NaN	NaN
0001568669	Pnmac Holdings Inc	Pnmac H	7	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	25.89	22.12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001571398	Vecta INC	Vecta I	68	50	60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.80	14.66	14.35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-18	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001578776	Prudential Bancorp INC	Prudent	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001580608	Santander Consumer USA Holdings Inc	Santand	29	18	25	23	31	NaN	NaN	NaN	NaN	NaN	16.42	18.33	17.40	16.88	15.36	NaN	NaN	NaN	NaN	NaN	-11	7	-2	8	NaN	NaN	NaN	NaN	NaN
0001585023	Coastway Bancorp Inc	Coastwa	67	82	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.96	13.37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001599891	Sunshine Bancorp Inc	Sunshin	63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.04	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001617291	MB Bancorp Inc	MB Banc	20	NaN	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.76	NaN	19.45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001627811	Mr Amazing Loans Corp	Mr Amaz	98	106	103	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.29	0.00	1.17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001628468	HUI YING Financial Holdings Corp	HUI YIN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	58.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001635261	MSB Financial CORP	MSB Fin	35	46	54	65	NaN	NaN	NaN	NaN	NaN	NaN	15.98	14.95	14.53	14.25	NaN	NaN	NaN	NaN	NaN	NaN	11	8	11	NaN	NaN	NaN	NaN	NaN	NaN
0001635484	Cincinnati Bancorp	Cincinn	50	58	48	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.49	14.28	14.93	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	-10	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001635840	Provident Bancorp Inc	Provide	38	44	49	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.60	15.01	14.93	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001644482	New Bancorp Inc	New Ban	48	52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.62	14.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001652106	PB Bancorp Inc	PB Banc	31	31	31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16.39	15.98	15.99	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001667939	FSB Bancorp Inc	FSB Ban	56	85	91	87	NaN	NaN	NaN	NaN	NaN	NaN	14.28	13.24	13.00	12.98	NaN	NaN	NaN	NaN	NaN	NaN	29	6	-4	NaN	NaN	NaN	NaN	NaN	NaN
0001675192	Ottawa Bancorp Inc	Ottawa	16	20	26	25	NaN	NaN	NaN	NaN	NaN	NaN	19.06	18.13	17.19	16.81	NaN	NaN	NaN	NaN	NaN	NaN	4	6	-1	NaN	NaN	NaN	NaN	NaN	NaN
0000731288	Paccar Financial CORP	Paccar	NaN	12	24	22	24	26	17	NaN	NaN	NaN	NaN	20.51	17.43	16.90	17.20	19.07	18.81	NaN	NaN	NaN	NaN	12	-2	2	2	-9	NaN	NaN	NaN
0000916907	Southern Missouri Bancorp INC	Souther	NaN	66	NaN	NaN	55	57	49	NaN	NaN	NaN	NaN	13.99	NaN	NaN	14.30	14.83	13.91	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-8	NaN	NaN	NaN
0001001171	Broadway Financial CORP DE	Broadwa	NaN	59	66	74	75	70	18	13	NaN	NaN	NaN	14.27	14.16	13.72	13.19	14.15	18.35	18.22	NaN	NaN	NaN	7	8	1	-5	-52	-5	NaN	NaN
0001041368	Riverview Bancorp INC	Rivervi	NaN	78	90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.48	13.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001060219	Salisbury Bancorp INC	Salisbu	NaN	72	83	62	63	87	72	NaN	NaN	NaN	NaN	13.68	13.51	14.27	13.95	13.54	12.13	NaN	NaN	NaN	NaN	11	-21	1	24	-15	NaN	NaN	NaN
0001089907	SWK Holdings Corp	SWK Hol	NaN	1	1	1	2	1	2	NaN	1	NaN	NaN	101.34	103.29	104.40	81.65	107.04	60.63	NaN	84.00	NaN	NaN	0	0	1	-1	1	NaN	NaN	NaN
0001225307	IBM Credit LLC	IBM Cre	NaN	42	84	66	47	NaN	NaN	NaN	NaN	NaN	NaN	15.10	13.51	14.25	14.53	NaN	NaN	NaN	NaN	NaN	NaN	42	-18	-19	NaN	NaN	NaN	NaN	NaN
0001435508	First Savings Financial Group Inc	First S	NaN	65	87	48	49	61	81	65	NaN	NaN	NaN	14.13	13.33	14.75	14.50	14.74	11.18	11.88	NaN	NaN	NaN	22	-39	1	12	20	-16	NaN	NaN
0001514743	IF Bancorp Inc	IF Banc	NaN	38	64	54	45	80	86	60	NaN	NaN	NaN	15.32	14.26	14.59	14.57	13.79	10.97	12.49	NaN	NaN	NaN	26	-10	-9	35	6	-26	NaN	NaN
0001531031	Esquire Financial Holdings Inc	Esquire	NaN	29	47	37	42	79	62	19	NaN	NaN	NaN	16.18	14.94	15.49	14.67	13.82	13.17	16.33	NaN	NaN	NaN	18	-10	5	37	-17	-43	NaN	NaN
0001550603	Malvern Bancorp INC	Malvern	NaN	75	65	61	58	NaN	35	NaN	NaN	NaN	NaN	13.61	14.17	14.32	14.25	NaN	15.29	NaN	NaN	NaN	NaN	-10	-4	-3	NaN	NaN	NaN	NaN	NaN
0001552493	CNH Industrial Capital LLC	CNH Ind	NaN	43	68	63	56	53	41	34	36	NaN	NaN	15.09	14.15	14.26	14.26	14.95	14.40	14.35	14.01	NaN	NaN	25	-5	-7	-3	-12	-7	2	NaN
0001667840	Best Hometown Bancorp Inc	Best Ho	NaN	76	75	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.51	13.69	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001667944	WCF Bancorp Inc	WCF Ban	NaN	19	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.17	17.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001668340	Bancorp 34 Inc	Bancorp	NaN	34	58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.60	14.36	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001691337	PCSB Financial Corp	PCSB Fi	NaN	22	22	24	29	36	NaN	NaN	NaN	NaN	NaN	17.70	17.61	16.83	15.89	15.93	NaN	NaN	NaN	NaN	NaN	0	2	5	7	NaN	NaN	NaN	NaN
0001691507	Community First Bancshares Inc	Communi	NaN	11	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.21	19.39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001695963	Korth Direct Mortgage Inc	Korth D	NaN	105	102	76	87	90	71	68	56	NaN	NaN	4.13	8.46	13.54	10.46	13.44	12.15	10.39	11.03	NaN	NaN	-3	-26	11	3	-19	-3	-12	NaN
0001700175	Heritage NOLA Bancorp Inc	Heritag	NaN	16	20	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.74	17.87	16.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	6	NaN	NaN	NaN	NaN	NaN	NaN
0001703489	PDL Community Bancorp	PDL Com	NaN	30	30	NaN	57	NaN	NaN	NaN	NaN	NaN	NaN	16.11	16.01	NaN	14.26	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001708715	Seneca Financial Corp	Seneca	NaN	71	79	72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.68	13.62	13.82	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	-7	NaN	NaN	NaN	NaN	NaN	NaN
0001709017	FFBW Inc	FFBW In	NaN	15	15	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.80	19.00	18.68	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	1	NaN	NaN	NaN	NaN	NaN	NaN
0001716188	SSB Bancorp Inc	SSB Ban	NaN	97	74	75	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12.19	13.71	13.57	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-23	1	NaN	NaN	NaN	NaN	NaN	NaN
0000792966	Farmers Merchants Bancorp INC	Farmers	NaN	NaN	52	32	33	78	67	NaN	NaN	NaN	NaN	NaN	14.77	15.69	15.09	13.82	12.69	NaN	NaN	NaN	NaN	NaN	-20	1	45	-11	NaN	NaN	NaN
0001617242	Kearny Financial Corp	Kearny	NaN	NaN	21	27	28	37	46	45	52	NaN	NaN	NaN	17.65	16.50	16.28	15.87	13.99	13.85	12.22	NaN	NaN	NaN	6	1	9	9	-1	7	NaN
0001651987	Central Federal Bancshares Inc	Central	NaN	NaN	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	25.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001680379	Sterling Bancorp Inc	Sterlin	NaN	NaN	44	69	84	63	58	24	NaN	NaN	NaN	NaN	15.01	14.09	12.06	14.72	13.33	15.19	NaN	NaN	NaN	NaN	25	15	-21	-5	-34	NaN	NaN
0001682593	Community Savings Bancorp Inc	Communi	NaN	NaN	63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001699018	Eagle Financial Bancorp Inc	Eagle F	NaN	NaN	18	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.08	17.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	NaN	NaN	NaN	NaN
0001734875	Mid Southern Bancorp Inc	Mid Sou	NaN	NaN	11	11	17	31	87	NaN	NaN	NaN	NaN	NaN	19.59	20.27	18.89	17.06	10.65	NaN	NaN	NaN	NaN	NaN	0	6	14	56	NaN	NaN	NaN
0001742089	CBM Bancorp INC	CBM Ban	NaN	NaN	9	8	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.25	21.10	19.08	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	8	NaN	NaN	NaN	NaN	NaN
0001745916	Pennymac Financial Services Inc	Pennyma	NaN	NaN	10	10	22	18	13	15	NaN	NaN	NaN	NaN	20.86	20.48	17.59	20.72	19.91	17.61	NaN	NaN	NaN	NaN	0	12	-4	-5	2	NaN	NaN
0001769725	Eureka Homestead Bancorp Inc	Eureka	NaN	NaN	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001778784	Provident Bancorp Inc MD	Provide	NaN	NaN	NaN	18	27	40	NaN	23	20	NaN	NaN	NaN	NaN	18.34	16.36	15.51	NaN	15.24	15.56	NaN	NaN	NaN	NaN	9	13	NaN	NaN	-3	NaN
0001787005	Cincinnati Bancorp Inc	Cincinn	NaN	NaN	NaN	78	23	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.47	17.50	16.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-55	9	NaN	NaN	NaN	NaN
0001787384	FFBW Inc MD	FFBW In	NaN	NaN	NaN	16	8	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.68	22.81	20.49	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	12	NaN	NaN	NaN	NaN
0001787414	Bogota Financial Corp	Bogota	NaN	NaN	NaN	80	26	29	34	NaN	NaN	NaN	NaN	NaN	NaN	13.40	16.64	17.23	15.36	NaN	NaN	NaN	NaN	NaN	NaN	-54	3	5	NaN	NaN	NaN
0000910679	WVS Financial CORP	WVS Fin	NaN	NaN	NaN	NaN	62	74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.96	14.02	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	NaN	NaN	NaN	NaN
0001751692	1895 Bancorp of Wisconsin Inc	1895 Ba	NaN	NaN	NaN	NaN	53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001810546	Eastern Bankshares Inc	Eastern	NaN	NaN	NaN	NaN	18	43	85	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.73	15.35	10.99	NaN	NaN	NaN	NaN	NaN	NaN	NaN	25	42	NaN	NaN	NaN
0001821160	Guild Holdings Co	Guild H	NaN	NaN	NaN	NaN	12	13	3	7	6	NaN	NaN	NaN	NaN	NaN	21.19	22.77	36.90	22.06	21.77	NaN	NaN	NaN	NaN	NaN	1	-10	4	-1	NaN
0001823406	Affinity Bancshares Inc	Affinit	NaN	NaN	NaN	NaN	73	33	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.32	16.27	15.42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-40	0	NaN	NaN	NaN
0001126961	Grandsouth Bancorporation	Grandso	NaN	NaN	NaN	NaN	NaN	91	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13.43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001769267	First Seacoast Bancorp	First S	NaN	NaN	NaN	NaN	NaN	64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001781730	Third Coast Bancshares Inc	Third C	NaN	NaN	NaN	NaN	NaN	66	53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.51	13.61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-13	NaN	NaN	NaN
0001820953	Affirm Holdings Inc	Affirm	NaN	NaN	NaN	NaN	NaN	10	25	64	13	NaN	NaN	NaN	NaN	NaN	NaN	26.24	17.04	12.14	17.00	NaN	NaN	NaN	NaN	NaN	NaN	15	39	-51	NaN
0001823365	Generations Bancorp NY Inc	Generat	NaN	NaN	NaN	NaN	NaN	69	73	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.29	12.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN
0001828376	William Penn Bancorporation	William	NaN	NaN	NaN	NaN	NaN	19	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20.59	17.37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	NaN
0001830197	Home Point Capital Inc	Home Po	NaN	NaN	NaN	NaN	NaN	42	45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.39	14.18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	NaN	NaN	NaN
0001835385	Marathon Bancorp Inc MD	Maratho	NaN	NaN	NaN	NaN	NaN	39	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.51	17.83	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-19	NaN	NaN	NaN
0001845799	Cullman Bancorp Inc MD	Cullman	NaN	NaN	NaN	NaN	NaN	16	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.35	19.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	NaN	NaN	NaN
0001846017	Blue Foundry Bancorp	Blue Fo	NaN	NaN	NaN	NaN	NaN	30	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.15	16.41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	NaN
0001847398	Northeast Community Bancorp Inc MD	Northea	NaN	NaN	NaN	NaN	NaN	27	19	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.49	18.19	17.78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	-5	NaN	NaN
0001849466	Texas Community Bancshares Inc	Texas C	NaN	NaN	NaN	NaN	NaN	35	52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.99	13.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17	NaN	NaN	NaN
0001849670	PB Bankshares Inc	PB Bank	NaN	NaN	NaN	NaN	NaN	44	43	40	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.33	14.34	14.02	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	-3	NaN	NaN
0001849867	Catalyst Bancorp Inc	Catalys	NaN	NaN	NaN	NaN	NaN	12	NaN	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.39	NaN	23.19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001850398	TC Bancshares Inc	TC Banc	NaN	NaN	NaN	NaN	NaN	24	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19.34	17.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	NaN	NaN	NaN
0001874071	Ponce Financial Group Inc	Ponce F	NaN	NaN	NaN	NaN	NaN	50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.04	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000038723	1st Franklin Financial CORP	1st Fra	NaN	NaN	NaN	NaN	NaN	NaN	23	12	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.20	18.59	16.35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-11	3	NaN
0001805526	DeFi Development Corp	DeFi De	NaN	NaN	NaN	NaN	NaN	NaN	NaN	74	62	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6.03	0.39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-12	NaN

PDF reports

All reports for 2025 are collected in a single PDF for easier review.

2016

Logs

error	16 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743 0000733337
error	14 × Negative Expenses, ignoring company.	pre-agg	0001017793 0001089907 0001435508 0001464343 0001464343 0001504008 0001550603 0001651987 0001651987 0001667944 0001682593 0001001171 0001577603 0001668340
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001500837
warning	73 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000846377 0001001258 0001123270 0001373561 0001454389 0001500836 0001502749 0001520300 0001599891 0001628468 0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0001216752 0001141807 0001017793 0001176316 0001627811 0001015780 0001552493 0000004969 0000025598 0000027673 0000070502 0000077776 0000707886 0000731288 0000774569 0000834071 0000864270 0001005409 0001225307 0001404296 0001478726 0001487052 0001511071 0001511198 0001520566 0001522327 0001568669 0001585023 0001635261 0001635484 0001635840 0001651987 0001652106 0001667840 0001667939 0001682593 0001691507 0001695963 0001703489 0001709017 0001716188 0000764764 0001001171 0001526952 0001544190 0001580608 0001644482 0001528061 0001577603 0001578505
warning	35 × Ignoring company because Assets is zero	pre-agg	0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001501364 0001501364 0001331463 0001331463 0001378946 0001378946 0001329842 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0001050743 0001050743 0001520566 0001520566 0000845877 0000845877 0001528061
warning	33 × The stock price does not exist	industry.us_generic	0001578776 0000910073 0001050743 0001447051 0000806279 0000921183 0001033012 0001049782 0001060219 0001077771 0001089907 0001341318 0001382230 0001393612 0001435508 0001464343 0001500213 0001504008 0001514743 0001527383 0001550603 0001571398 0001617291 0001667944 0001675192 0001691337 0001700175 0001708715 0000792966 0000845877 0001303942 0001580608 0001668340
warning	16 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0001178970 0001141807 0001176316 0001015780
warning	15 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
warning	11 × Missing logo	subcommand.report	0000846377 0001001258 0001123270 0001373561 0001454389 0001500836 0001502749 0001520300 0001578776 0001599891 0001628468
warning	10 × Similarly named company. Duplicate?	None	0000885550 0001084961 0001500375 0001511198 0001584207 0001635840 0001667939 0001556727 0001501078 0001026214
warning	10 × Ignoring company because Expenses is zero	pre-agg	0000707886 0000707886 0000731288 0001617291 0001667840 0000764764 0000764764 0000792966 0000792966 0001578505
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000108385 0000108385
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001225307

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	Loans	0	0	522,788,020	17,982,578,400	3,079,753,000,000	0000070502	0001070524	0000310522
1	NotesReceivable	0	0	0	23,791,800	65,636,000,000	0000004969	0001382230	0000834071
2	Securities	0	0	0	606,631,100	163,095,000,000	0000004969	0001341318	0001026214
3	CashAndCashEquivalents	0	0	36,523,012	2,722,647,900	62,177,000,000	0000873860	0001530249	0000310522
4	remainder_Assets	301,553	13,399,016	352,585,410	30,790,762,500	97,113,000,000	0000846377	0001478726	0000310522
5	Debt	0	0	0	20,720,647,300	2,002,004,000,000	0000027673	0001001258	0001026214
6	Deposits	0	0	467,975,206	13,994,198,800	51,992,000,000	0000004969	0001541119	0001393612
7	InterestPayable	0	0	0	34,368,800	6,015,000,000	0000004969	0001032033	0001026214
8	remainder_Liabilities	1,060	4,583,051	98,326,695	11,100,600,000	3,281,897,000,000	0001627811	0001141807	0000310522
9	LaborAndRelatedExpense	0	0	0	287,202,600	501,000,000	0000004969	0001341318	0001015780
10	Occupancy	0	0	0	1,916,600	80,191,000	0000004969	0001341318	0000873860
11	GeneralAndAdministrativeExpense	0	0	0	120,173,400	1,161,000,000	0000004969	0001341318	0000834071
12	SellingAndMarketingExpense	0	0	0	100,763,600	466,900,000	0000004969	0001026214	0000027673
13	OperatingExpenses	0	0	0	586,200,900	1,920,000,000	0000004969	0001033012	0000834071
14	DepreciationAndAmortization	0	0	0	75,655	40,394,000	0000004969	0001016178	0001041514
15	InterestExpense	0	0	0	20,616,525	807,484,000	0000004969	0001341318	0001580608
16	ProfessionalFees	0	0	0	1,658,918	305,586,000	0000004969	0001032033	0000873860
17	remainder_Expenses	-676,000,000	-344,171,000	3,069,214	388,700,000	6,020,000,000	0000077776	0001001258	0000310522
18	remainder_Revenues	0	0	0	935,618,300	2,094,200,000	0000025598	0000846377	0000027673
19	remainder_NetIncome	-370,270,000	-1,045,900	9,404,616	2,176,500,000	18,333,000,000	0000873860	0001070296	0000310522
20	remainder_ComprehensiveNetIncome	-697,000,000	-56,600,000	-159,686	4,656,500	26,134,000	0001026214	0001337068	0001580608

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	317,199	101,923,647	1,294,227,744	50,764,400,000	3,287,968,000,000	0000846377	0001522327	0000310522
1	Liabilities	1,060	78,528,788	1,160,548,221	43,912,800,000	3,281,897,000,000	0001627811	0001522327	0000310522
2	Expenses	57,000	319,100	6,114,423	1,312,130,000	6,020,000,000	0000070502	0001478726	0000310522
3	Revenues	0	0	0	935,618,300	2,094,200,000	0000025598	0000846377	0000027673
4	StockholdersEquity	-319,413	14,236,021	182,190,747	5,321,857,100	12,068,000,000	0000846377	0001001258	0000864270
5	NetIncome	-199,375,000	-3,247,915	10,634,684	845,200,000	12,313,000,000	0000873860	0001001258	0000310522
6	ComprehensiveNetIncome	-202,000,000	-3,247,915	9,892,105	797,240,000	11,665,000,000	0000077776	0001530249	0000310522
7	BaseVar	734,994	98,613,461	1,436,025,741	49,015,950,000	3,297,433,000,000	0000846377	0001176316	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-1.42	0.0172	0.0687	0.263	0.689	0000846377	0001635484	0001434621
9	EconomicCapitalRatio	0.00000000000000000000349	0.101	0.145	0.281	0.689	0000846377	0001635484	0001434621

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	Loans	-0.188	-0.168	0.0574	0.0998	0.147	0001627811	0000108385	0000885550
1	NotesReceivable	-0.0206	-0.0186	-0.0140	0.0121	0.258	0000873860	0000885550	0001000045
2	Securities	-0.00776	-0.00660	-0.00513	0.0314	0.0755	0000873860	0001667939	0001408534
3	CashAndCashEquivalents	-0.0229	-0.0165	-0.00399	0.0360	0.126	0000873860	0001490906	0001628468
4	remainder_Assets	-0.128	-0.117	-0.0377	0.150	0.309	0001519401	0001077771	0001001258
5	Debt	-0.744	-0.570	0.0370	0.0488	0.182	0001026214	0001178970	0001434621
6	Deposits	-0.200	-0.175	-0.0827	0.203	0.607	0001527383	0001176316	0001434621
7	InterestPayable	-0.00336	-0.000637	0.000140	0.000253	0.000793	0001409970	0001520300	0001434621
8	remainder_Liabilities	-0.547	-0.493	0.0419	0.0794	0.144	0000310522	0001511198	0001434621
9	LaborAndRelatedExpense	-0.263	-0.0498	0.00577	0.00738	0.0208	0000108385	0001303942	0001434621
10	Occupancy	-0.0705	-0.00152	0.000674	0.000869	0.00239	0000108385	0001454389	0001434621
11	GeneralAndAdministrativeExpense	-0.414	-0.0232	0.0111	0.0125	0.0359	0000108385	0001520300	0001628468
12	SellingAndMarketingExpense	-1.28	-0.0219	0.01000	0.0114	0.0227	0001628468	0001454389	0000108385
13	OperatingExpenses	-1.54	-0.190	0.0302	0.0340	0.103	0001627811	0001303942	0001434621
14	DepreciationAndAmortization	-0.0446	-0.0000985	0.000510	0.000638	0.00180	0001628468	0001500213	0001434621
15	InterestExpense	-0.0399	-0.0172	0.00151	0.00190	0.00497	0000108385	0001454389	0001628468
16	ProfessionalFees	-0.0757	-0.000104	0.00209	0.00327	0.00734	0001627811	0001123270	0001434621
17	remainder_Expenses	-0.357	-0.0852	-0.0112	0.0615	0.583	0001041514	0001526952	0001628468
18	remainder_Revenues	-0.0525	-0.0394	-0.0356	0.223	0.689	0001000045	0001538263	0001434621
19	remainder_NetIncome	-0.0732	-0.0264	-0.00312	0.0182	0.185	0001529864	0001527383	0001000045
20	remainder_ComprehensiveNetIncome	-0.0498	-0.00442	0.000691	0.00215	0.0121	0001041514	0001635261	0001001258

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.180	-0.0645	0.0116	0.0322	0.0437	0001529864	0000774569	0001001258
1	Liabilities	-0.0649	-0.0432	-0.0250	0.172	0.635	0000310522	0001176316	0001434621
2	Expenses	-1.52	-0.446	0.0448	0.0555	0.0579	0001434621	0001297341	0001520300
3	Revenues	-0.0525	-0.0394	-0.0356	0.223	0.689	0001000045	0001538263	0001434621
4	StockholdersEquity	-0.0654	-0.0334	-0.0101	0.0935	0.407	0000310522	0001393612	0001001258
5	NetIncome	-0.993	-0.00699	0.00821	0.0659	0.241	0001627811	0001490906	0001628468
6	ComprehensiveNetIncome	-0.991	-0.00685	0.00862	0.0557	0.203	0001627811	0001077771	0001628468
7	BaseVar	0	0	0	0	0	0000004969	0001382230	0000004969
8	EconomicCapitalRatiobeforeLimitedLiability	-0.157	-0.0560	-0.0124	0.124	0.532	0000846377	0001635484	0001434621
9	EconomicCapitalRatio	-0.170	-0.0687	-0.0251	0.111	0.519	0000846377	0001635484	0001434621

2017

Logs

error	17 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743 0001528061 0000733337
error	10 × Negative Expenses, ignoring company.	pre-agg	0000834071 0000864270 0001016178 0001297341 0001464343 0001464343 0001504008 0001651987 0001682593 0001751692
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001046050
warning	60 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0001216752 0001141807 0001176316 0000038009 0000004969 0000025598 0000027673 0000070502 0000731288 0000774569 0000834071 0000864270 0001005409 0001225307 0001487052 0001522327 0001544190 0001552493 0001627811 0001635261 0001635484 0001635840 0001651987 0001652106 0001667840 0001667939 0001682593 0001691507 0001695963 0001703489 0001709017 0001716188 0001751692 0000764764 0001001171 0001526952 0001580608 0000077776 0000707886 0001404296 0001478726 0001511071 0001511198 0001520566 0001568669 0001585023 0001644482
warning	36 × The stock price does not exist	industry.us_generic	0000910073 0001050743 0001393612 0000792966 0000806279 0000921183 0001016178 0001033012 0001049782 0001060219 0001077771 0001297341 0001341318 0001435508 0001464343 0001500213 0001504008 0001514743 0001527383 0001550603 0001571398 0001617291 0001667944 0001675192 0001680379 0001691337 0001700175 0001708715 0001716188 0001734875 0001742089 0000845877 0001303942 0001382230 0001699018 0001447051
warning	33 × Ignoring company because Assets is zero	pre-agg	0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001501364 0001501364 0001331463 0001331463 0001378946 0001378946 0001329842 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0001050743 0001050743 0000845877 0000845877 0001520566
warning	15 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
warning	15 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0001141807 0001176316 0001393612
warning	11 × Similarly named company. Duplicate?	None	0000885550 0001084961 0001435508 0001584207 0001635840 0001691507 0001700175 0001703489 0001511198 0001501078 0001026214
warning	5 × Ignoring company because Expenses is zero	pre-agg	0000792966 0001617291 0000764764 0000764764 0000707886
warning	2 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001225307 0001225307
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000108385

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	Loans	0	0	472,077,476	17,343,230,750	3,178,525,000,000	0000070502	0001635261	0000310522
1	NotesReceivable	0	0	0	0	68,462,000,000	0000004969	0001391933	0000834071
2	Securities	0	0	0	500,102,000	140,221,000,000	0000004969	0001382230	0001026214
3	CashAndCashEquivalents	0	0	30,673,904	2,393,584,750	60,260,000,000	0000731288	0000916907	0000310522
4	remainder_Assets	2,065,951	17,346,500	325,289,322	34,650,250,000	67,222,000,000	0001695963	0001114927	0000310522
5	Debt	0	0	0	13,253,750,000	2,034,630,000,000	0000027673	0001341318	0001026214
6	Deposits	0	0	382,534,278	6,253,460,250	19,948,300,000	0000004969	0001501078	0001077771
7	InterestPayable	0	0	0	25,366,000	6,221,000,000	0000004969	0001041514	0001026214
8	remainder_Liabilities	51,053	2,049,236	75,102,120	19,345,866,500	3,349,215,000,000	0001627811	0001049782	0000310522
9	LaborAndRelatedExpense	0	0	0	292,163,750	1,512,000,000	0000004969	0001041368	0001393612
10	Occupancy	0	0	0	2,685,750	99,000,000	0000004969	0001033012	0001393612
11	GeneralAndAdministrativeExpense	0	0	0	123,647,000	1,277,000,000	0000004969	0001367859	0000834071
12	SellingAndMarketingExpense	0	0	0	159,803,750	776,000,000	0000004969	0001046025	0001393612
13	OperatingExpenses	0	0	0	700,853,250	2,230,000,000	0000004969	0001041368	0000834071
14	DepreciationAndAmortization	0	0	0	4,460	374,900,000	0000004969	0001033012	0000731288
15	InterestExpense	0	0	0	23,307,052	947,734,000	0000004969	0001382230	0001580608
16	ProfessionalFees	0	0	0	476,250	655,000,000	0000004969	0001382230	0001393612
17	remainder_Expenses	-1,135,000,000	-355,435,250	2,961,819	401,713,750	15,984,000,000	0000834071	0000864270	0000310522
18	remainder_Revenues	-2,902,000	0	0	1,104,250,000	2,227,000,000	0001032033	0001026214	0000027673
19	remainder_NetIncome	-339,904,000	-2,268,500	7,964,893	1,785,364,000	18,447,000,000	0000873860	0001541119	0000310522
20	remainder_ComprehensiveNetIncome	-1,429,000,000	-11,388,000	0	27,284,250	367,000,000	0001393612	0001627811	0001225307

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,085,795	114,439,500	1,062,992,251	39,492,576,000	3,345,529,000,000	0001695963	0001141807	0000310522
1	Liabilities	51,053	88,798,500	895,747,827	35,470,000,000	3,349,215,000,000	0001627811	0001070524	0000310522
2	Expenses	33,595	238,500	7,358,372	1,847,275,000	15,984,000,000	0001635484	0001408534	0000310522
3	Revenues	-2,902,000	0	0	1,104,250,000	2,227,000,000	0001032033	0001026214	0000027673
4	StockholdersEquity	-3,686,000,000	11,484,534	130,244,022	3,633,400,000	12,786,000,000	0000310522	0001527383	0000864270
5	NetIncome	-603,000,000	-4,007,250	8,054,877	680,050,000	5,625,000,000	0000004969	0001168455	0001026214
6	ComprehensiveNetIncome	-338,000,000	-5,250,789	7,415,884	616,300,000	5,558,000,000	0000004969	0001435508	0001026214
7	BaseVar	2,412,983	107,860,594	1,077,301,749	41,507,408,500	3,364,690,500,000	0001695963	0001041368	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-0.915	0.0207	0.0697	0.213	1.01	0001627811	0001447051	0001089907
9	EconomicCapitalRatio	0.000000000690	0.104	0.146	0.244	1.01	0001627811	0001447051	0001089907

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	Loans	-0.248	-0.171	0.0563	0.0992	0.137	0001434621	0000919864	0000885550
1	NotesReceivable	-0.0232	-0.0175	-0.0131	0.000246	0.245	0001434621	0000921183	0001000045
2	Securities	-0.00987	-0.00691	-0.00564	0.0278	0.106	0001434621	0001635484	0001691337
3	CashAndCashEquivalents	-0.0221	-0.0165	-0.00405	0.0326	0.214	0000873860	0001391933	0001434621
4	remainder_Assets	-0.118	-0.104	-0.0421	0.149	0.271	0001519401	0001341318	0001041514
5	Debt	-0.765	-0.564	0.0320	0.0381	0.0983	0001026214	0001635484	0000108385
6	Deposits	-0.186	-0.165	-0.0872	0.186	0.547	0001527383	0001493225	0001089907
7	InterestPayable	-0.00306	-0.000500	0.000109	0.000170	0.000377	0001409970	0001303942	0000108385
8	remainder_Liabilities	-0.538	-0.503	0.0440	0.0797	0.257	0000310522	0001391933	0001089907
9	LaborAndRelatedExpense	-0.288	-0.0322	0.00577	0.00670	0.0131	0000108385	0001538263	0001434621
10	Occupancy	-0.0729	-0.00107	0.000591	0.000760	0.00135	0000108385	0001108134	0001434621
11	GeneralAndAdministrativeExpense	-0.458	-0.0249	0.00471	0.00540	0.00897	0000108385	0001580608	0001041514
12	SellingAndMarketingExpense	-0.767	-0.00480	0.00519	0.00597	0.0123	0001434621	0001635484	0000108385
13	OperatingExpenses	-1.23	-0.120	0.0202	0.0234	0.0427	0001627811	0001303942	0001434621
14	DepreciationAndAmortization	-0.0355	0.0000618	0.000657	0.000843	0.00156	0001041514	0001500375	0000108385
15	InterestExpense	-0.0345	-0.0147	0.00129	0.00159	0.00221	0000108385	0001001171	0001089907
16	ProfessionalFees	-0.0712	0.0000168	0.000841	0.00108	0.00200	0000077776	0001500375	0000108385
17	remainder_Expenses	-0.302	-0.0513	-0.00297	0.0350	0.512	0001041514	0001500375	0000108385
18	remainder_Revenues	-0.0379	-0.0309	-0.0278	0.175	0.518	0001000045	0001635840	0000108385
19	remainder_NetIncome	-0.0862	-0.0203	-0.00187	0.0171	0.175	0001529864	0001041368	0001000045
20	remainder_ComprehensiveNetIncome	-0.0458	-0.00394	0.000306	0.00332	0.0228	0001089907	0001652106	0001041514

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.207	-0.0622	0.00598	0.0279	0.0512	0001434621	0001522327	0001216752
1	Liabilities	-0.0609	-0.0386	-0.0225	0.127	0.717	0000310522	0001163370	0001089907
2	Expenses	-1.17	-0.268	0.0353	0.0424	0.0441	0001627811	0001077771	0001667840
3	Revenues	-0.0379	-0.0309	-0.0278	0.175	0.518	0001000045	0001635840	0000108385
4	StockholdersEquity	-0.0697	-0.0410	-0.0146	0.0640	0.819	0000310522	0001644482	0001089907
5	NetIncome	-0.984	-0.0126	0.00486	0.0306	0.126	0001627811	0001531031	0000108385
6	ComprehensiveNetIncome	-0.983	-0.00840	0.00474	0.0306	0.118	0001627811	0001228454	0000108385
7	BaseVar	0	0	0	0	0	0000004969	0001391933	0000004969
8	EconomicCapitalRatiobeforeLimitedLiability	-0.158	-0.0540	-0.0128	0.0858	0.855	0001627811	0001447051	0001089907
9	EconomicCapitalRatio	-0.165	-0.0610	-0.0198	0.0788	0.848	0001627811	0001447051	0001089907

2018

Logs

error	16 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743 0000733337
error	12 × Negative Expenses, ignoring company.	pre-agg	0000834071 0000864270 0001016178 0001297341 0001464343 0001571398 0001691507 0001703489 0001751692 0001751692 0001751700 0001769267
error	2 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001046050 0000916907
warning	52 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001651987 0001682593 0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0001216752 0001141807 0000038009 0001015780 0000004969 0000027673 0000070502 0000731288 0000774569 0000834071 0000864270 0001005409 0001225307 0001552493 0001580608 0001667939 0001691507 0001695963 0001703489 0001709017 0001751692 0001787005 0001787384 0001787414 0000764764 0001001171 0001526952 0001544190 0001635261 0000025598 0001487052 0001522327 0001627811 0001635484 0001635840 0001652106 0001667840
warning	40 × The stock price does not exist	industry.us_generic	0000910073 0001050743 0001699018 0000806279 0000845877 0000910679 0000921183 0001016178 0001033012 0001049782 0001060219 0001297341 0001303942 0001341318 0001382230 0001393612 0001435508 0001464343 0001514743 0001527383 0001550603 0001571398 0001675192 0001680379 0001691337 0001700175 0001708715 0001716188 0001734875 0001742089 0001751700 0001769267 0001769663 0001769725 0001778784 0001668340 0001077771 0001500213 0001617291 0001667944
warning	31 × Ignoring company because Assets is zero	pre-agg	0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001501364 0001331463 0001331463 0001378946 0001378946 0001329842 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0001050743 0001050743 0000845877 0001769663
warning	16 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743 0000916907
warning	13 × Similarly named company. Duplicate?	None	0001682593 0001084961 0001225307 0001435508 0001556727 0001584207 0001691507 0001698022 0001700175 0001703489 0001635840 0001501078 0001026214
warning	13 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001501364 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0001141807
warning	5 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000845877 0000910679 0001225307 0001225307 0001580608
warning	4 × Ignoring company because Expenses is zero	pre-agg	0001016178 0000764764 0000764764 0001668340
warning	2 × Missing logo	subcommand.report	0001651987 0001682593
warning	1 × The stock_price does not exist	industry.us_generic	0001464343
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000910679
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0000910679

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	Loans	0	0	476,743,354	19,727,115,500	3,249,395,000,000	0000038009	0001514743	0000310522
1	NotesReceivable	0	0	0	0	118,814,000,000	0000004969	0001434621	0000038009
2	Securities	0	0	0	1,223,065,500	103,882,000,000	0000004969	0001434621	0001026214
3	CashAndCashEquivalents	0	0	18,855,381	1,176,400,000	49,423,000,000	0000731288	0001742089	0000310522
4	remainder_Assets	102,334	16,393,900	281,415,504	32,410,225,300	74,204,000,000	0001627811	0001000045	0000310522
5	Debt	0	0	0	3,975,738,200	2,044,950,000,000	0000025598	0001046025	0001026214
6	Deposits	0	0	371,748,231	8,768,314,400	67,759,000,000	0000004969	0001652106	0001393612
7	InterestPayable	0	0	0	3,721,500	6,652,000,000	0000004969	0001060219	0001026214
8	remainder_Liabilities	2,387	1,444,974	71,667,433	22,299,959,000	3,412,078,000,000	0001627811	0001668340	0000310522
9	LaborAndRelatedExpense	0	0	0	157,820,000	482,800,000	0000004969	0001032033	0001580608
10	Occupancy	0	0	0	6,067,800	148,724,000	0000004969	0000919864	0001077771
11	GeneralAndAdministrativeExpense	0	0	0	10,679,900	228,641,000	0000004969	0001060219	0001409970
12	SellingAndMarketingExpense	0	0	0	119,512,100	500,291,000	0000004969	0001046025	0001434621
13	OperatingExpenses	0	0	0	666,995,600	1,429,000,000	0000004969	0001408534	0000038009
14	DepreciationAndAmortization	0	0	0	0	365,400,000	0000004969	0001409970	0000731288
15	InterestExpense	0	0	0	125,893,700	3,930,000,000	0000004969	0001409970	0000038009
16	ProfessionalFees	0	0	0	3,065,100	62,730,000	0000004969	0001000045	0001077771
17	remainder_Expenses	-619,300,000	-3,591	4,746,836	850,100,000	4,476,000,000	0000027673	0001114927	0000038009
18	remainder_Revenues	0	0	0	1,268,627,400	11,977,000,000	0000025598	0001708715	0000038009
19	remainder_NetIncome	-207,339,000	0	11,582,449	641,100,000	20,099,000,000	0001084961	0001550603	0000310522
20	remainder_ComprehensiveNetIncome	-813,000,000	-57,913,500	-703,898	434,000	25,000,000	0000038009	0001500213	0001393612

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	3,642,842	82,668,154	1,151,478,581	39,987,500,000	3,418,318,000,000	0001627811	0001070524	0000310522
1	Liabilities	2,387	51,638,762	994,932,690	36,854,947,300	3,412,078,000,000	0001627811	0000919864	0000310522
2	Expenses	13,788	232,505	10,844,907	1,170,300,000	9,835,000,000	0001571398	0001667939	0000038009
3	Revenues	0	0	0	1,268,627,400	11,977,000,000	0000025598	0001708715	0000038009
4	StockholdersEquity	-267,756	13,062,400	147,294,312	4,068,644,200	14,975,000,000	0001695963	0001408534	0000038009
5	NetIncome	-479,118,000	-1,013,500	8,824,112	778,900,000	15,959,000,000	0001258602	0001060219	0000310522
6	ComprehensiveNetIncome	-478,720,000	-1,491,600	7,051,660	766,230,000	15,611,000,000	0001258602	0001541119	0000310522
7	BaseVar	4,361,458	77,807,880	1,138,534,839	40,154,200,000	3,427,491,500,000	0001627811	0001041368	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-0.298	0.0374	0.0724	0.232	1.03	0001627811	0000792966	0001089907
9	EconomicCapitalRatio	0.0117	0.119	0.148	0.258	1.03	0001627811	0000792966	0001089907

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	Loans	-0.253	-0.174	0.0556	0.0958	0.124	0001627811	0001617242	0001651987
1	NotesReceivable	-0.0189	-0.0130	-0.0115	-0.00907	0.259	0001434621	0001070296	0001216752
2	Securities	-0.00753	-0.00516	-0.00462	0.0236	0.0987	0001434621	0001668340	0001691337
3	CashAndCashEquivalents	-0.0165	-0.0133	-0.00392	0.0252	0.0585	0001026214	0001337068	0001409970
4	remainder_Assets	-0.136	-0.0888	-0.0334	0.148	0.308	0001627811	0001108134	0001041514
5	Debt	-0.783	-0.477	0.0278	0.0320	0.0887	0001026214	0001163370	0001041514
6	Deposits	-0.171	-0.156	-0.0796	0.195	0.527	0001527383	0001708715	0001089907
7	InterestPayable	-0.00238	-0.000467	0.000116	0.000172	0.000404	0000070502	0001668340	0001041514
8	remainder_Liabilities	-0.557	-0.518	0.0472	0.0852	0.219	0000310522	0000070502	0001089907
9	LaborAndRelatedExpense	-0.0633	-0.0170	0.00499	0.00596	0.0122	0001000045	0001367859	0001434621
10	Occupancy	-0.00371	-0.00252	0.000590	0.000781	0.00145	0001077771	0001635484	0001434621
11	GeneralAndAdministrativeExpense	-0.131	-0.0209	0.00218	0.00238	0.00507	0001434621	0001538263	0001041514
12	SellingAndMarketingExpense	-0.675	-0.00402	0.00518	0.00583	0.00818	0001434621	0001216752	0001089907
13	OperatingExpenses	-1.69	-0.0125	0.0125	0.0145	0.0288	0001627811	0001571398	0001434621
14	DepreciationAndAmortization	-0.0432	0.0000695	0.000609	0.000760	0.00145	0001041514	0001500375	0001434621
15	InterestExpense	-0.0329	-0.0136	0.00132	0.00152	0.00308	0001000045	0001538263	0001041514
16	ProfessionalFees	-0.00641	-0.00224	0.000441	0.000574	0.00106	0001682593	0001216752	0001434621
17	remainder_Expenses	-0.460	-0.0589	0.00573	0.00935	0.0955	0001041514	0001691337	0001084961
18	remainder_Revenues	-0.0336	-0.0252	-0.0228	0.125	0.526	0001000045	0001141807	0001041514
19	remainder_NetIncome	-0.105	-0.0173	-0.00541	0.0213	0.194	0001529864	0001504008	0001000045
20	remainder_ComprehensiveNetIncome	-0.0240	-0.00306	0.000499	0.00135	0.00782	0001041514	0001538263	0001667840

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.206	-0.0491	0.00117	0.0244	0.0546	0001529864	0001114927	0001651987
1	Liabilities	-0.0612	-0.0381	-0.0200	0.0945	0.681	0001026214	0001041368	0001089907
2	Expenses	-1.62	-0.130	0.0265	0.0410	0.0425	0001627811	0000025598	0000070502
3	Revenues	-0.0336	-0.0252	-0.0228	0.125	0.526	0001000045	0001141807	0001041514
4	StockholdersEquity	-0.0784	-0.0376	-0.0174	0.0676	0.825	0001695963	0001635484	0001089907
5	NetIncome	-0.996	-0.0106	0.00351	0.0208	0.121	0001627811	0001005409	0001434621
6	ComprehensiveNetIncome	-0.994	-0.00689	0.00374	0.0217	0.109	0001627811	0001157647	0001434621
7	BaseVar	0	0	0	0	0	0000004969	0001487052	0000004969
8	EconomicCapitalRatiobeforeLimitedLiability	-0.154	-0.0464	-0.0180	0.0921	0.867	0001627811	0000792966	0001089907
9	EconomicCapitalRatio	-0.157	-0.0491	-0.0207	0.0894	0.864	0001627811	0000792966	0001089907

2019

Logs

error	16 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743 0000733337
error	11 × Negative Expenses, ignoring company.	pre-agg	0001769725 0000070502 0001571398 0001571398 0001703489 0001751692 0001751700 0001769267 0001769267 0001823365 0001691507
error	3 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001077771 0001046050 0000916907
warning	43 × The stock price does not exist	industry.us_generic	0001769725 0001787005 0001787384 0001769663 0001378946 0000910073 0001050743 0001141807 0000774569 0000806279 0001016178 0001033012 0001049782 0001060219 0001303942 0001341318 0001382230 0001393612 0001435508 0001447051 0001514743 0001527383 0001550603 0001571398 0001580608 0001680379 0001691337 0001703489 0001734875 0001742089 0001751692 0001751700 0001769267 0001778784 0001821160 0000910679 0000921183 0001675192 0001700175 0001708715 0001716188 0001668340 0001699018
warning	42 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001787005 0001787384 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0001141807 0000038009 0001015780 0000004969 0000027673 0000070502 0000731288 0000774569 0000834071 0000864270 0001225307 0001552493 0001580608 0001695963 0001703489 0001751692 0001787414 0001823365 0001823406 0000764764 0001001171 0001544190 0001005409 0001667939 0001691507 0001709017 0001526952 0001635261
warning	30 × Ignoring company because Assets is zero	pre-agg	0001769663 0001769663 0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001331463 0001331463 0001378946 0001378946 0001329842 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0001050743 0001050743
warning	17 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0001178970 0001141807 0001408534 0001541119 0001367859 0001015780
warning	15 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
warning	12 × Similarly named company. Duplicate?	None	0001787384 0000834071 0000845877 0001084961 0001225307 0001435508 0001556727 0001698022 0001778784 0001700175 0001501078 0001026214
warning	8 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000004969 0000845877 0000845877 0001225307 0001225307 0001580608 0001580608 0000910679
warning	6 × Ignoring company because Expenses is zero	pre-agg	0001016178 0001016178 0001751700 0000764764 0000764764 0001668340
warning	3 × Missing logo	subcommand.report	0001769725 0001787005 0001787384
warning	2 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001331451 0001409970
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000310522 0000910679
warning	1 × The stock_price does not exist	industry.us_generic	0001464343
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0000910679

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	Loans	0	0	537,356,711	19,137,237,600	3,334,162,000,000	0000038009	0001787414	0000310522
1	NotesReceivable	0	0	0	1,245,633,700	114,317,000,000	0000004969	0001041514	0000038009
2	Securities	0	0	0	2,191,200,000	141,825,000,000	0000004969	0001041514	0001026214
3	CashAndCashEquivalents	0	0	35,902,473	2,327,300,000	61,407,000,000	0000731288	0001529864	0000310522
4	remainder_Assets	7,085,000	26,289,481	370,724,658	37,913,800,000	76,886,000,000	0001544190	0001435508	0001026214
5	Debt	0	0	0	25,323,467,600	2,179,528,000,000	0000027673	0001787005	0001026214
6	Deposits	0	0	472,852,806	11,778,983,900	72,746,000,000	0000004969	0001635261	0001393612
7	InterestPayable	0	0	0	7,010,900	6,559,000,000	0000004969	0000834071	0001026214
8	remainder_Liabilities	1,268,000	5,304,500	92,136,754	22,607,213,700	3,488,711,000,000	0001700175	0001408534	0000310522
9	LaborAndRelatedExpense	0	0	0	156,624,200	670,000,000	0000004969	0000792966	0001015780
10	Occupancy	0	0	0	15,839,700	135,000,000	0000004969	0000845877	0001015780
11	GeneralAndAdministrativeExpense	0	0	0	126,269,700	1,385,000,000	0000004969	0001041514	0000834071
12	SellingAndMarketingExpense	0	0	0	160,244,000	735,180,000	0000004969	0001060219	0001434621
13	OperatingExpenses	0	0	0	770,826,200	1,416,000,000	0000004969	0001032033	0000038009
14	DepreciationAndAmortization	0	0	0	1,486,200	351,600,000	0000004969	0001382230	0000731288
15	InterestExpense	0	0	0	81,997,500	4,389,000,000	0000004969	0001382230	0000038009
16	ProfessionalFees	0	0	0	4,755,400	150,197,000	0000004969	0000864270	0001745916
17	remainder_Expenses	-533,317,000	-6,406,300	5,601,649	925,800,000	4,034,000,000	0001084961	0001527383	0000038009
18	remainder_Revenues	0	0	0	1,522,300,000	12,218,000,000	0000070502	0001070296	0000038009
19	remainder_NetIncome	-253,211,000	-1,259,800	15,058,332	1,811,482,800	17,577,000,000	0001084961	0001382230	0000310522
20	remainder_ComprehensiveNetIncome	-726,000,000	-46,844,300	732,936	23,878,900	573,000,000	0000038009	0001070524	0001026214

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	64,337,000	184,678,616	1,531,654,168	87,373,600,000	3,503,319,000,000	0001544190	0001367859	0000310522
1	Liabilities	17,840,000	112,893,900	1,314,043,713	71,728,300,000	3,488,711,000,000	0001089907	0001303942	0000310522
2	Expenses	87,694	461,881	16,589,006	1,647,400,000	9,839,000,000	0001787005	0001341318	0000038009
3	Revenues	0	0	0	1,522,300,000	12,218,000,000	0000070502	0001070296	0000038009
4	StockholdersEquity	6,425,026	23,812,016	191,253,296	9,943,100,000	17,268,000,000	0001695963	0000806279	0000864270
5	NetIncome	-655,561,000	-1,565,500	14,728,435	1,264,400,000	14,160,000,000	0001258602	0001114927	0000310522
6	ComprehensiveNetIncome	-655,963,000	-1,443,700	18,223,827	1,139,000,000	13,969,000,000	0001258602	0001070524	0000310522
7	BaseVar	64,588,500	150,672,850	1,505,855,618	81,687,950,000	3,506,607,500,000	0001544190	0001367859	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-0.240	0.0234	0.0721	0.177	1.04	0001041514	0001435508	0001089907
9	EconomicCapitalRatio	0.0235	0.107	0.147	0.220	1.04	0001041514	0001435508	0001089907

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	Loans	-0.270	-0.168	0.0600	0.0902	0.125	0001434621	0000919864	0000885550
1	NotesReceivable	-0.0442	-0.0260	-0.0209	0.137	0.186	0001434621	0001015780	0001769725
2	Securities	-0.00933	-0.00535	-0.00449	0.0256	0.0862	0001434621	0001698022	0001691337
3	CashAndCashEquivalents	-0.0180	-0.0145	-0.00444	0.0374	0.0608	0001026214	0001434621	0001032033
4	remainder_Assets	-0.108	-0.0885	-0.0359	0.157	0.246	0000310522	0001531031	0001000045
5	Debt	-0.728	-0.572	0.0414	0.0460	0.108	0001026214	0001500375	0001434621
6	Deposits	-0.179	-0.170	-0.0860	0.177	0.495	0001070296	0001504008	0001089907
7	InterestPayable	-0.0163	-0.000971	0.000307	0.000429	0.00107	0001544190	0001341318	0001434621
8	remainder_Liabilities	-0.556	-0.520	0.0497	0.0838	0.118	0000310522	0001667939	0001089907
9	LaborAndRelatedExpense	-0.0701	-0.0185	0.00537	0.00690	0.0156	0001000045	0001700175	0001434621
10	Occupancy	-0.0162	-0.00205	0.000729	0.000947	0.00207	0001519401	0000921183	0001434621
11	GeneralAndAdministrativeExpense	-0.137	-0.0440	0.00360	0.00414	0.00461	0001434621	0001435508	0001026214
12	SellingAndMarketingExpense	-0.954	-0.00893	0.00673	0.00770	0.0102	0001434621	0001303942	0001089907
13	OperatingExpenses	-0.256	-0.0214	0.00604	0.00731	0.0165	0001409970	0001698022	0001434621
14	DepreciationAndAmortization	-0.0353	-0.00113	0.000771	0.000942	0.00214	0001089907	0001015780	0001434621
15	InterestExpense	-0.0354	-0.0195	0.00162	0.00195	0.00255	0001000045	0001032033	0001529864
16	ProfessionalFees	-0.0104	-0.00202	0.000445	0.000571	0.00125	0001745916	0001464343	0001434621
17	remainder_Expenses	-0.233	-0.0235	0.00327	0.0167	0.131	0001529864	0000921183	0001409970
18	remainder_Revenues	-0.0345	-0.0262	-0.0226	0.144	0.331	0001000045	0001514743	0001434621
19	remainder_NetIncome	-0.166	-0.0190	-0.00352	0.0231	0.195	0001041514	0001698022	0001000045
20	remainder_ComprehensiveNetIncome	-0.00877	-0.00253	-0.000306	0.00360	0.00458	0001041514	0001163370	0001070296

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.253	-0.0458	0.00281	0.0221	0.0366	0001434621	0001070524	0001742089
1	Liabilities	-0.0574	-0.0332	-0.0164	0.116	0.620	0001026214	0001514743	0001089907
2	Expenses	-1.32	-0.214	0.0170	0.0344	0.0365	0001434621	0000834071	0001787005
3	Revenues	-0.0345	-0.0262	-0.0226	0.144	0.331	0001000045	0001514743	0001434621
4	StockholdersEquity	-0.0647	-0.0340	-0.0145	0.0516	0.761	0001026214	0001530249	0001089907
5	NetIncome	-0.425	-0.00945	0.000577	0.0222	0.166	0001041514	0001391933	0001089907
6	ComprehensiveNetIncome	-0.456	-0.00993	0.000675	0.0218	0.165	0001041514	0001108134	0001089907
7	BaseVar	0	0	0	0	0	0000004969	0001393612	0000004969
8	EconomicCapitalRatiobeforeLimitedLiability	-0.140	-0.0570	-0.0165	0.0556	0.880	0001041514	0001435508	0001089907
9	EconomicCapitalRatio	-0.142	-0.0589	-0.0184	0.0537	0.878	0001041514	0001435508	0001089907

2020

Logs

error	16 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743 0000733337
error	8 × Negative Expenses, ignoring company.	pre-agg	0000070502 0001550603 0001571398 0001571398 0001769267 0001769725 0001823365 0001847360
warning	47 × The stock price does not exist	industry.us_generic	0001751692 0001787005 0001787384 0001769663 0001016178 0001378946 0000910073 0001050743 0001077771 0000806279 0001033012 0001049782 0001060219 0001126961 0001303942 0001341318 0001382230 0001386044 0001393612 0001409970 0001435508 0001447051 0001514743 0001527383 0001550603 0001571398 0001680379 0001691337 0001734875 0001769267 0001769725 0001778784 0001821160 0001828376 0001847360 0001849670 0001849867 0001850398 0000910679 0000921183 0001830197 0000774569 0001141807 0001580608 0001703489 0001742089 0001751700
warning	30 × Ignoring company because Assets is zero	pre-agg	0001769663 0001769663 0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001331463 0001331463 0001378946 0001378946 0001329842 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0001050743 0001050743
warning	28 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0000027673 0000038009 0000070502 0000731288 0000834071 0000864270 0001552493 0001695963 0001823365 0001823406 0001874071 0001881592 0000764764 0001001171 0001544190 0000004969 0001225307
warning	15 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
warning	13 × Similarly named company. Duplicate?	None	0000834071 0000845877 0001084961 0001435508 0001556727 0001698022 0001734875 0001778784 0001823406 0001225307 0001703489 0001501078 0001026214
warning	11 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451
warning	7 × Ignoring company because Expenses is zero	pre-agg	0001016178 0001016178 0001409970 0001769725 0000764764 0000764764 0001751700
warning	5 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000845877 0000845877 0000004969 0001225307 0001580608
warning	3 × Missing logo	subcommand.report	0001751692 0001787005 0001787384
warning	2 × The stock_price does not exist	industry.us_generic	0001807893 0001464343
warning	2 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001331451 0001409970
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000310522 0000310522
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001386044

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	Loans	0	0	307,872,993	7,736,909,950	3,653,892,000,000	0000004969	0001751692	0000310522
1	NotesReceivable	0	0	0	19,253,595,200	105,070,000,000	0000004969	0001000045	0000038009
2	Securities	0	0	0	2,776,100,000	164,828,000,000	0000004969	0001001171	0001026214
3	CashAndCashEquivalents	0	0	61,585,112	2,506,930,850	115,623,000,000	0000004969	0001337068	0000310522
4	remainder_Assets	8,115,000	54,194,037	514,844,044	35,803,824,450	112,351,000,000	0001544190	0001070296	0001026214
5	Debt	0	0	0	19,348,450,000	2,592,546,000,000	0000027673	0000916907	0001026214
6	Deposits	0	0	566,949,871	10,007,919,550	76,904,000,000	0000004969	0001698022	0001393612
7	InterestPayable	0	0	0	4,896,000	9,719,000,000	0000004969	0000873860	0000310522
8	remainder_Liabilities	6,185,000	6,934,950	162,304,397	28,858,224,550	3,950,771,000,000	0001501078	0001703489	0000310522
9	LaborAndRelatedExpense	0	0	0	316,091,450	3,238,301,000	0000004969	0000864270	0001805284
10	Occupancy	0	0	0	13,101,600	48,237,000	0000004969	0000910679	0001504008
11	GeneralAndAdministrativeExpense	0	0	0	161,354,350	1,561,000,000	0000004969	0001029199	0000834071
12	SellingAndMarketingExpense	0	0	0	143,206,550	949,933,000	0000004969	0001046050	0001805284
13	OperatingExpenses	0	0	0	1,039,900,550	2,436,078,000	0000004969	0001026214	0001029199
14	DepreciationAndAmortization	0	0	0	15,529,450	361,500,000	0000004969	0001026214	0000731288
15	InterestExpense	0	0	0	174,200,450	3,402,000,000	0000004969	0001029199	0000038009
16	ProfessionalFees	0	0	0	8,104,950	283,810,000	0000004969	0000916907	0001745916
17	remainder_Expenses	-939,714,000	-312,110,250	6,802,565	978,886,250	4,829,000,000	0001821160	0000916907	0000038009
18	remainder_Revenues	0	0	0	1,296,030,000	11,142,000,000	0000310522	0000845877	0000038009
19	remainder_NetIncome	-250,664,000	-15,684,550	18,683,302	3,207,600,000	15,735,182,000	0001084961	0000919864	0001805284
20	remainder_ComprehensiveNetIncome	-9,201,378,000	-13,845,000	959,656	63,661,450	372,000,000	0001805284	0001531031	0000038009

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	59,269,000	238,060,000	1,901,675,364	93,290,850,000	3,985,749,000,000	0001544190	0000792966	0000310522
1	Liabilities	20,072,819	158,740,038	1,640,192,301	78,733,400,000	3,960,490,000,000	0001783398	0000792966	0000310522
2	Expenses	81,002	690,300	29,600,069	2,412,983,850	9,561,000,000	0001783398	0001089907	0000038009
3	Revenues	0	0	0	1,296,030,000	11,142,000,000	0000310522	0000845877	0000038009
4	StockholdersEquity	5,259,000	45,563,537	244,684,584	12,297,900,000	25,259,000,000	0001544190	0001447051	0000310522
5	NetIncome	-552,870,000	-25,473,900	12,610,620	1,368,647,800	11,805,000,000	0001108134	0001367859	0000310522
6	ComprehensiveNetIncome	-533,992,000	-18,034,000	16,998,728	1,096,000,000	11,790,000,000	0001108134	0001114927	0000310522
7	BaseVar	58,546,000	218,650,800	1,919,640,505	87,777,025,000	3,982,103,500,000	0001544190	0001434621	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	0.00489	0.0186	0.0692	0.276	0.884	0001108134	0001163370	0001783398
9	EconomicCapitalRatio	0.0895	0.103	0.145	0.292	0.884	0001108134	0001163370	0001783398

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	Loans	-0.197	-0.142	0.0629	0.116	0.188	0001434621	0001435508	0000885550
1	NotesReceivable	-0.0760	-0.0598	-0.0467	0.142	0.155	0001434621	0001550603	0001584207
2	Securities	-0.00523	-0.00432	-0.00356	0.0292	0.0743	0001434621	0001435508	0001691337
3	CashAndCashEquivalents	-0.0273	-0.0222	-0.00565	0.0552	0.103	0001108134	0001530249	0001409970
4	remainder_Assets	-0.117	-0.0972	-0.0349	0.171	0.370	0000310522	0001501078	0001783398
5	Debt	-0.757	-0.530	0.0341	0.0452	0.109	0001026214	0000916907	0001041514
6	Deposits	-0.205	-0.195	-0.112	0.211	0.483	0001500375	0001550603	0001041514
7	InterestPayable	-0.0258	-0.000676	0.000341	0.000603	0.00121	0001544190	0001436425	0001041514
8	remainder_Liabilities	-0.506	-0.484	0.0521	0.0961	0.171	0000310522	0001070524	0001529864
9	LaborAndRelatedExpense	-0.159	-0.0553	0.00744	0.0101	0.0174	0001821160	0000731288	0001041514
10	Occupancy	-0.0149	-0.00209	0.000625	0.000888	0.00140	0001519401	0000916907	0001041514
11	GeneralAndAdministrativeExpense	-0.135	-0.0594	0.00489	0.00611	0.0108	0001519401	0000004969	0001041514
12	SellingAndMarketingExpense	-0.550	-0.0277	0.00619	0.00728	0.00967	0001434621	0000919864	0001089907
13	OperatingExpenses	-0.519	-0.0910	0.0112	0.0140	0.0243	0001029199	0000916907	0001041514
14	DepreciationAndAmortization	-0.0767	-0.00720	0.00127	0.00160	0.00202	0001089907	0000910679	0001434621
15	InterestExpense	-0.0478	-0.0208	0.00218	0.00277	0.00482	0001529864	0000834071	0001041514
16	ProfessionalFees	-0.00885	-0.00186	0.000457	0.000649	0.00102	0000873860	0001538263	0001041514
17	remainder_Expenses	-0.433	-0.0787	0.00376	0.0151	0.142	0001041514	0001447051	0001029199
18	remainder_Revenues	-0.0419	-0.0373	-0.0298	0.207	0.443	0001783398	0001447051	0001041514
19	remainder_NetIncome	-0.0988	-0.0356	-0.00761	0.0453	0.174	0001464343	0001178970	0001805284
20	remainder_ComprehensiveNetIncome	-0.216	-0.000644	0.000539	0.00410	0.101	0001805284	0001070524	0001041514

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.191	-0.0770	0.00263	0.0254	0.0897	0001434621	0001436425	0001783398
1	Liabilities	-0.0654	-0.0442	-0.0246	0.165	0.556	0001026214	0001514743	0001041514
2	Expenses	-0.779	-0.240	0.0255	0.0449	0.0524	0001434621	0001617242	0001783398
3	Revenues	-0.0419	-0.0373	-0.0298	0.207	0.443	0001783398	0001447051	0001041514
4	StockholdersEquity	-0.0699	-0.0492	-0.0217	0.111	0.744	0001026214	0001538263	0001783398
5	NetIncome	-0.126	-0.0373	-0.00197	0.0351	0.201	0001041514	0000834071	0001529864
6	ComprehensiveNetIncome	-0.0939	-0.0312	-0.000877	0.0298	0.199	0001409970	0001810546	0001529864
7	BaseVar	0	0	0	0	0	0000004969	0001367859	0000004969
8	EconomicCapitalRatiobeforeLimitedLiability	-0.0855	-0.0724	-0.0296	0.117	0.709	0001108134	0001163370	0001783398
9	EconomicCapitalRatio	-0.0889	-0.0758	-0.0330	0.114	0.705	0001108134	0001163370	0001783398

2021

Logs

error	15 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
error	12 × Negative Expenses, ignoring company.	pre-agg	0001769267 0001849867 0001874071 0001409970 0001550603 0001778784 0001847360 0001847360 0001879103 0001913838 0001943802 0001571398
warning	46 × The stock price does not exist	industry.us_generic	0001126961 0001769267 0001787005 0001787384 0001849867 0001874071 0001769663 0001016178 0001378946 0000910073 0001050743 0001849670 0000806279 0001049782 0001060219 0001077771 0001303942 0001341318 0001382230 0001386044 0001393612 0001409970 0001435508 0001447051 0001514743 0001550603 0001680379 0001734875 0001778784 0001821160 0001828376 0001828937 0001847360 0001850398 0001879103 0001913838 0001914605 0000921183 0001830197 0001892492 0001033012 0001527383 0001571398 0001691337 0001769725 0000910679
warning	30 × Ignoring company because Assets is zero	pre-agg	0001769663 0001769663 0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001331463 0001331463 0001378946 0001329842 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0001050743 0001050743 0000038009
warning	26 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001874071 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0000038723 0000027673 0000038009 0000070502 0000731288 0000834071 0000864270 0001552493 0001695963 0001881592 0001943802 0000764764 0001001171 0001544190
warning	17 × Similarly named company. Duplicate?	None	0001769267 0001849670 0000834071 0000845877 0000885550 0001084961 0001435508 0001500375 0001556727 0001698022 0001734875 0001778784 0001823406 0001847398 0001850398 0001830197 0001026214
warning	15 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001378946 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
warning	12 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0001849670
warning	6 × Missing logo	subcommand.report	0001126961 0001769267 0001787005 0001787384 0001849867 0001874071
warning	6 × Ignoring company because Expenses is zero	pre-agg	0001016178 0001016178 0001409970 0000764764 0000764764 0001769725
warning	2 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001089907 0001828937
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000310522 0000310522
warning	2 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000845877 0000845877
warning	2 × Excluding company: variable exceeds outlier threshold	pre-agg	0001386044 0001386044
warning	1 × The stock_price does not exist	industry.us_generic	0001807893
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001089907

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	Loans	0	0	109,824,357	6,992,956,500	3,968,242,000,000	0000038009	0001734875	0000310522
1	NotesReceivable	0	0	0	17,840,397,750	92,350,000,000	0000027673	0001382230	0000038009
2	Securities	0	0	0	1,592,742,750	124,218,000,000	0000070502	0000864270	0001026214
3	CashAndCashEquivalents	0	0	72,975,244	2,126,197,750	108,631,000,000	0000731288	0001337068	0000310522
4	remainder_Assets	6,937,000	58,440,000	589,129,572	30,287,223,500	73,037,000,000	0001544190	0001680379	0001026214
5	Debt	0	0	0	18,295,250,000	2,980,185,000,000	0000027673	0001060219	0001026214
6	Deposits	0	0	573,564,350	10,942,747,250	72,393,000,000	0000027673	0001341318	0001393612
7	InterestPayable	0	0	0	4,544,500	9,186,000,000	0000027673	0000916907	0000310522
8	remainder_Liabilities	0	7,207,500	127,715,101	14,436,322,500	4,172,623,000,000	0001850398	0001228454	0000310522
9	LaborAndRelatedExpense	0	0	0	491,880,000	3,356,815,000	0000027673	0001835385	0001805284
10	Occupancy	0	0	0	14,732,000	137,546,000	0000027673	0000731288	0001077771
11	GeneralAndAdministrativeExpense	0	0	0	185,876,000	1,487,000,000	0000027673	0001029199	0000834071
12	SellingAndMarketingExpense	0	0	0	157,658,250	1,249,583,000	0000038009	0000310522	0001805284
13	OperatingExpenses	0	0	0	1,137,341,000	2,811,427,000	0000070502	0001026214	0001029199
14	DepreciationAndAmortization	0	0	0	35,305,750	268,700,000	0000027673	0001408534	0000731288
15	InterestExpense	0	0	0	154,275,000	2,790,000,000	0000070502	0001041514	0000038009
16	ProfessionalFees	0	0	0	12,283,500	425,071,000	0000027673	0000310522	0001745916
17	remainder_Expenses	-1,160,927,000	-306,398,250	7,060,100	716,025,500	5,773,000,000	0001783398	0001408534	0000310522
18	remainder_Revenues	0	0	0	1,516,317,000	9,999,000,000	0000070502	0001823406	0000038009
19	remainder_NetIncome	-335,243,000	-20,043,000	22,489,658	3,157,270,750	27,949,000,000	0000873860	0001001171	0000310522
20	remainder_ComprehensiveNetIncome	-5,764,340,000	-102,754,500	-589,460	13,685,750	33,212,000	0001805284	0001849670	0001504008

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	48,518,200	261,361,250	1,917,718,135	71,405,650,000	4,229,166,000,000	0001807893	0001556727	0000310522
1	Liabilities	15,429,000	165,826,787	1,664,115,078	55,900,350,000	4,181,809,000,000	0001089907	0001529864	0000310522
2	Expenses	93,000	455,566	25,208,516	2,698,354,000	6,842,303,000	0001849466	0001070296	0001805284
3	Revenues	0	0	0	1,516,317,000	9,999,000,000	0000070502	0001823406	0000038009
4	StockholdersEquity	4,534,779	39,516,680	249,485,188	11,738,383,000	47,357,000,000	0001807893	0001847398	0000310522
5	NetIncome	-441,027,000	-2,338,000	18,174,995	2,029,000,000	22,176,000,000	0001820953	0001046050	0000310522
6	ComprehensiveNetIncome	-433,952,000	-5,209,000	19,119,046	1,899,600,000	22,098,000,000	0001820953	0001367859	0000310522
7	BaseVar	53,477,392	232,986,208	1,931,721,820	65,827,050,000	4,222,387,500,000	0001807893	0001447051	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	0.00851	0.0414	0.0745	0.348	1.07	0001026214	0001552493	0001089907
9	EconomicCapitalRatio	0.0930	0.123	0.149	0.354	1.07	0001026214	0001552493	0001089907

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	Loans	-0.190	-0.132	0.0266	0.129	0.206	0001434621	0001527383	0000885550
1	NotesReceivable	-0.103	-0.0688	-0.0534	0.139	0.169	0001434621	0001447051	0001584207
2	Securities	-0.00565	-0.00391	-0.00326	0.0180	0.0757	0001434621	0001436425	0001691337
3	CashAndCashEquivalents	-0.0292	-0.0244	-0.0119	0.0580	0.100	0001026214	0000864270	0001820953
4	remainder_Assets	-0.117	-0.0969	-0.0261	0.172	0.355	0000310522	0001493225	0001041514
5	Debt	-0.758	-0.624	0.0339	0.0499	0.128	0001026214	0001435508	0001806201
6	Deposits	-0.189	-0.180	-0.115	0.276	0.626	0001114927	0001493225	0001806201
7	InterestPayable	-0.0178	-0.000599	0.000293	0.000662	0.00123	0001544190	0000834071	0001806201
8	remainder_Liabilities	-0.544	-0.517	0.0535	0.0842	0.179	0000310522	0001493225	0001089907
9	LaborAndRelatedExpense	-0.222	-0.0615	0.00882	0.0117	0.0221	0000108385	0001393612	0001806201
10	Occupancy	-0.0706	-0.00218	0.000831	0.00137	0.00196	0000108385	0001745916	0001806201
11	GeneralAndAdministrativeExpense	-0.385	-0.0748	0.00647	0.00793	0.0145	0000108385	0001436425	0001041514
12	SellingAndMarketingExpense	-0.687	-0.0293	0.00629	0.00785	0.0126	0001434621	0001046025	0000108385
13	OperatingExpenses	-0.610	-0.0536	0.00987	0.0154	0.0224	0001029199	0001435508	0001806201
14	DepreciationAndAmortization	-0.0259	-0.00680	0.000810	0.00104	0.00185	0001089907	0001046050	0001806201
15	InterestExpense	-0.0343	-0.0206	0.00208	0.00260	0.00472	0001000045	0001382230	0001041514
16	ProfessionalFees	-0.0160	-0.00154	0.000515	0.000882	0.00121	0001745916	0001447051	0001806201
17	remainder_Expenses	-0.419	-0.0726	0.00159	0.0476	0.154	0001041514	0001126961	0000108385
18	remainder_Revenues	-0.0511	-0.0394	-0.0344	0.279	0.755	0001805284	0001337068	0001806201
19	remainder_NetIncome	-0.153	-0.0380	-0.00848	0.0588	0.202	0001464343	0001060219	0001805284
20	remainder_ComprehensiveNetIncome	-0.168	-0.00224	0.00111	0.00306	0.0973	0001805284	0001778784	0001041514

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.215	-0.0724	0.00529	0.0312	0.0532	0001434621	0001341318	0001849867
1	Liabilities	-0.0651	-0.0449	-0.0251	0.228	0.688	0001026214	0001049782	0001089907
2	Expenses	-0.941	-0.324	0.0266	0.0451	0.0473	0001434621	0001698022	0000070502
3	Revenues	-0.0511	-0.0394	-0.0344	0.279	0.755	0001805284	0001337068	0001806201
4	StockholdersEquity	-0.0664	-0.0414	-0.0169	0.112	0.773	0001026214	0001531031	0001089907
5	NetIncome	-0.187	-0.0178	-0.00752	0.0691	0.570	0001041514	0001541119	0001806201
6	ComprehensiveNetIncome	-0.124	-0.0179	-0.00643	0.0513	0.573	0001820953	0001778784	0001806201
7	BaseVar	0	0	0	0	0	0000027673	0001435508	0000027673
8	EconomicCapitalRatiobeforeLimitedLiability	-0.0900	-0.0601	-0.0337	0.171	0.887	0001026214	0001552493	0001089907
9	EconomicCapitalRatio	-0.0943	-0.0645	-0.0380	0.167	0.883	0001026214	0001552493	0001089907

2022

Logs

error	16 × Negative Expenses, ignoring company.	pre-agg	0001089907 0000919864 0001409970 0001778784 0001787414 0001823365 0001849466 0001849867 0001978811 0001668340 0001769267 0001847360 0001874071 0001879103 0001913838 0001943802
error	14 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
warning	44 × The stock price does not exist	industry.us_generic	0001828937 0001892492 0001914605 0001769663 0001016178 0000910073 0001050743 0001089907 0000806279 0000919864 0001049782 0001303942 0001382230 0001386044 0001393612 0001409970 0001435508 0001447051 0001514743 0001680379 0001778784 0001787414 0001810546 0001821160 0001823365 0001846017 0001849466 0001849670 0001849867 0001978811 0000921183 0001060219 0001077771 0001341318 0001550603 0001734875 0001769267 0001828376 0001847360 0001850398 0001874071 0001879103 0001913838 0001830197
warning	29 × Ignoring company because Assets is zero	pre-agg	0001769663 0001769663 0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001331463 0001331463 0001329842 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0001050743 0000038009 0000038009
warning	26 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000038723 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0000027673 0000038009 0000070502 0000764764 0000846377 0000864270 0001552493 0001695963 0001001171 0001544190 0001668340 0000731288 0000834071 0001943802
warning	24 × Similarly named company. Duplicate?	None	0000845877 0000885550 0001046025 0001084961 0001108134 0001178970 0001393612 0001531031 0001541119 0001556727 0001569994 0001617242 0001698022 0001745916 0001787414 0001847398 0001849670 0000921183 0001001171 0001734875 0001823406 0001850398 0001830197 0001026214
warning	15 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001828937 0001769663 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0000910073 0001050743
warning	11 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451
warning	6 × Ignoring company because Expenses is zero	pre-agg	0001016178 0001016178 0000764764 0000764764 0001810546 0001846017
warning	4 × Missing logo	subcommand.report	0000038723 0001828937 0001892492 0001914605
warning	3 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001828937 0001089907 0001089907
warning	3 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000310522 0000310522 0001552493
warning	2 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000845877 0000845877
warning	2 × Excluding company: variable exceeds outlier threshold	pre-agg	0001386044 0001386044
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001089907
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001089907

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	Loans	0	0	0	6,541,840,000	4,114,436,000,000	0000027673	0001108134	0000310522
1	NotesReceivable	0	0	0	31,492,860,800	4,112,403,000,000	0000731288	0001084961	0000310522
2	Securities	0	0	0	721,220,800	125,996,000,000	0000038723	0001077771	0001026214
3	CashAndCashEquivalents	0	0	41,704,686	1,557,114,400	87,841,000,000	0000731288	0001435508	0000310522
4	remainder_Assets	-4,074,782,000,000	51,402,992	533,703,770	19,589,549,200	60,019,000,000	0000310522	0001168455	0001026214
5	Debt	0	0	0	22,916,062,600	3,145,832,000,000	0000038723	0001046050	0001026214
6	Deposits	0	0	623,933,308	12,245,291,000	91,636,000,000	0000027673	0001698022	0001393612
7	InterestPayable	0	0	0	12,537,000	9,917,000,000	0000027673	0001001171	0000310522
8	remainder_Liabilities	3,427,000	9,659,400	224,631,750	12,224,307,000	4,235,094,000,000	0001849670	0001367859	0000310522
9	LaborAndRelatedExpense	0	0	0	560,224,600	2,797,868,000	0000027673	0001026214	0001805284
10	Occupancy	0	0	0	24,725,000	138,451,000	0000027673	0001060219	0001077771
11	GeneralAndAdministrativeExpense	0	0	0	331,360,444	1,697,000,000	0000027673	0001029199	0000834071
12	SellingAndMarketingExpense	0	0	0	304,653,000	945,694,000	0000038723	0001367859	0001805284
13	OperatingExpenses	0	0	0	978,661,400	2,973,402,000	0000070502	0001049782	0001029199
14	DepreciationAndAmortization	0	0	0	46,286,800	179,600,000	0000027673	0001434621	0000731288
15	InterestExpense	0	0	0	141,759,200	497,300,000	0000038723	0001049782	0000027673
16	ProfessionalFees	0	0	0	7,043,600	246,892,000	0000027673	0000919864	0001745916
17	remainder_Expenses	-1,080,846,000	-480,282,800	7,506,182	716,960,000	3,310,000,000	0001783398	0001408534	0000310522
18	remainder_Revenues	-41,484,000	0	0	1,465,894,600	3,358,741,000	0001089907	0000792966	0001029199
19	remainder_NetIncome	-577,069,000	-32,533,842	24,779,511	3,653,200,000	16,233,000,000	0001464343	0001341318	0000310522
20	remainder_ComprehensiveNetIncome	-866,496,000	-264,400,000	-13,912,448	59,000	524,792,000	0001810546	0001820953	0001828937

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	51,488,807	268,215,600	2,196,902,515	54,398,000,000	4,305,288,000,000	0001807893	0000806279	0000310522
1	Liabilities	19,692,000	180,292,600	1,922,930,771	46,663,680,000	4,245,011,000,000	0001089907	0001464343	0000310522
2	Expenses	216,000	549,800	30,330,445	2,213,740,800	5,138,560,000	0001823365	0001391933	0001805284
3	Revenues	-41,484,000	0	0	1,465,894,600	3,358,741,000	0001089907	0000792966	0001029199
4	StockholdersEquity	5,811,224	36,526,800	279,654,659	9,698,439,200	60,277,000,000	0001892492	0001001171	0000310522
5	NetIncome	-715,528,000	-70,647,648	19,492,597	1,125,886,400	12,923,000,000	0001828937	0001569994	0000310522
6	ComprehensiveNetIncome	-721,339,000	-168,353,600	1,761,315	1,100,286,400	12,920,000,000	0001820953	0001544190	0000310522
7	BaseVar	56,266,058	232,061,284	2,179,370,114	52,935,000,000	4,284,922,500,000	0001807893	0001434621	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-0.800	0.00978	0.0613	0.237	0.633	0001892492	0000916907	0001806201
9	EconomicCapitalRatio	0.0000000569	0.0942	0.139	0.261	0.633	0001892492	0000916907	0001806201

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	Loans	-0.154	-0.117	-0.0898	0.145	0.190	0001434621	0000864270	0000885550
1	NotesReceivable	-0.127	-0.0995	-0.0738	0.138	0.179	0001434621	0001881592	0000108385
2	Securities	-0.00456	-0.00406	-0.00325	0.0271	0.0493	0001828937	0001849466	0001680379
3	CashAndCashEquivalents	-0.0172	-0.0159	-0.00696	0.0390	0.193	0000919864	0001435508	0001806201
4	remainder_Assets	-0.310	-0.0926	-0.0355	0.193	0.603	0000310522	0001493225	0001089907
5	Debt	-0.729	-0.602	0.0368	0.0561	0.109	0001026214	0001881592	0001806201
6	Deposits	-0.214	-0.199	-0.113	0.197	0.417	0001500375	0001493225	0001806201
7	InterestPayable	-0.0180	-0.000723	0.000349	0.000564	0.00102	0001544190	0001680379	0001806201
8	remainder_Liabilities	-0.512	-0.482	0.0397	0.0880	0.117	0000310522	0000864270	0001089907
9	LaborAndRelatedExpense	-0.213	-0.0620	0.00990	0.0132	0.0216	0001821160	0001828376	0001806201
10	Occupancy	-0.0379	-0.00279	0.000892	0.00125	0.00176	0000108385	0001538263	0001806201
11	GeneralAndAdministrativeExpense	-0.253	-0.0542	0.00672	0.00810	0.00917	0000108385	0001178970	0001029199
12	SellingAndMarketingExpense	-0.473	-0.0322	0.00710	0.00868	0.0112	0001434621	0001541119	0001821160
13	OperatingExpenses	-0.546	-0.127	0.0138	0.0165	0.0191	0001029199	0001541119	0001089907
14	DepreciationAndAmortization	-0.0180	-0.00509	0.000729	0.000869	0.00137	0001029199	0001680379	0001806201
15	InterestExpense	-0.0317	-0.0177	0.00197	0.00235	0.00308	0001807893	0001049782	0001821160
16	ProfessionalFees	-0.0104	-0.00160	0.000449	0.000630	0.000870	0001745916	0001617242	0001806201
17	remainder_Expenses	-0.151	-0.0296	0.000589	0.0674	0.176	0001434621	0001367859	0001821160
18	remainder_Revenues	-0.307	-0.0371	-0.0310	0.172	0.511	0001089907	0001617242	0001806201
19	remainder_NetIncome	-0.253	-0.0317	-0.00549	0.0439	0.289	0001464343	0001823406	0001821160
20	remainder_ComprehensiveNetIncome	-0.0356	-0.0227	0.00152	0.00872	0.0130	0001734875	0000916907	0001806201

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.203	-0.0637	0.00677	0.0337	0.226	0001434621	0001070524	0001089907
1	Liabilities	-0.0640	-0.0440	-0.0258	0.164	0.418	0001026214	0001049782	0001089907
2	Expenses	-0.810	-0.265	0.0276	0.0488	0.0556	0001434621	0001556727	0001089907
3	Revenues	-0.307	-0.0371	-0.0310	0.172	0.511	0001089907	0001617242	0001806201
4	StockholdersEquity	-0.0623	-0.0403	-0.0135	0.0766	0.566	0001828937	0001046025	0001089907
5	NetIncome	-0.276	-0.0409	0.00369	0.0378	0.234	0001089907	0001541119	0001806201
6	ComprehensiveNetIncome	-0.266	-0.0368	0.00495	0.0463	0.246	0001089907	0001914605	0001806201
7	BaseVar	0	0	0	0	0	0000027673	0001447051	0000027673
8	EconomicCapitalRatiobeforeLimitedLiability	-0.153	-0.0591	-0.0142	0.108	0.480	0001892492	0000916907	0001806201
9	EconomicCapitalRatio	-0.158	-0.0638	-0.0189	0.103	0.475	0001892492	0000916907	0001806201

2023

Logs

error	25 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001769663 0001913838 0001913838 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001835385 0001835385 0001500375 0001500375 0001329842 0001325878 0001326771 0001330399 0001331451 0000916907 0000916907 0001828376 0001828376 0000910073 0001070524 0001070524
error	12 × Negative Expenses, ignoring company.	pre-agg	0001089907 0000919864 0001297341 0001556727 0001668340 0001668340 0001787414 0001787414 0001849466 0001849466 0001823365 0001978811
warning	33 × The stock price does not exist	industry.us_generic	0000846377 0001828937 0001849867 0001892492 0001769663 0000910073 0001089907 0000919864 0001016178 0001049782 0001297341 0001303942 0001381668 0001386044 0001393612 0001556727 0001668340 0001778784 0001787414 0001810546 0001821160 0001846017 0001849466 0000806279 0001382230 0001435508 0001447051 0001514743 0001680379 0001823365 0001849670 0001978811 0000921183
warning	27 × Ignoring company because Assets is zero	pre-agg	0001769663 0001325814 0001325814 0001316944 0001316944 0001331757 0001331757 0001331465 0001331465 0001331754 0001331754 0001331463 0001331463 0001329842 0001325878 0001325878 0001326771 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0000038009 0000038009 0001381668
warning	23 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000038723 0000846377 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0000038009 0000070502 0000864270 0001552493 0001668340 0001695963 0000764764 0001544190 0000027673 0001001171
warning	19 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001769663 0001913838 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001835385 0001500375 0001329842 0001325878 0001326771 0001330399 0001331451 0000916907 0001828376 0000910073 0001070524
warning	12 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001329842 0001325878 0001326771 0001330399 0001331451 0001046050
warning	8 × Similarly named company. Duplicate?	None	0000845877 0000885550 0001084961 0001556727 0001778784 0001435508 0001847398 0001026214
warning	8 × Ignoring company because Expenses is zero	pre-agg	0001016178 0001016178 0001810546 0001810546 0001846017 0001846017 0000764764 0000764764
warning	6 × Missing logo	subcommand.report	0000038723 0000846377 0001805526 0001828937 0001849867 0001892492
warning	4 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000310522 0000310522 0001552493 0001820953
warning	2 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000845877 0000845877
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001089907
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001089907
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001386044

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	Loans	0	0	0	1,702,954,500	4,135,631,000,000	0000027673	0001046050	0000310522
1	NotesReceivable	0	0	918,652,359	33,755,494,000	4,133,482,000,000	0000846377	0001168455	0000310522
2	Securities	0	0	0	732,842,250	138,423,000,000	0000038723	0001849867	0001026214
3	CashAndCashEquivalents	0	0	57,878,202	1,756,521,500	68,706,000,000	0000846377	0001391933	0000310522
4	remainder_Assets	-4,096,198,000,000	57,400,652	623,861,492	20,898,699,250	58,888,000,000	0000310522	0001114927	0001026214
5	Debt	0	0	0	26,612,231,500	3,208,346,000,000	0000038723	0000885550	0001026214
6	Deposits	0	0	709,369,592	12,255,815,000	108,931,000,000	0000027673	0001514743	0001393612
7	InterestPayable	0	0	0	72,003,500	10,931,000,000	0000027673	0001001171	0000310522
8	remainder_Liabilities	867,847	10,867,750	282,791,652	15,503,470,000	4,236,824,000,000	0001805526	0001041514	0000310522
9	LaborAndRelatedExpense	0	0	0	541,914,250	2,257,291,000	0000027673	0000070502	0001805284
10	Occupancy	0	0	0	20,328,596	52,106,567	0000027673	0001041514	0000108385
11	GeneralAndAdministrativeExpense	0	0	0	197,685,700	802,865,000	0000027673	0000806279	0001805284
12	SellingAndMarketingExpense	0	0	0	330,997,000	736,676,000	0000038723	0000864270	0001805284
13	OperatingExpenses	0	0	0	1,209,115,000	3,255,400,000	0000070502	0000885550	0001029199
14	DepreciationAndAmortization	0	0	0	43,313,250	132,900,000	0000027673	0000070502	0001029199
15	InterestExpense	0	0	0	181,664,500	1,671,500,000	0000038723	0000310522	0000027673
16	ProfessionalFees	0	0	0	8,330,250	175,021,000	0000027673	0000806279	0001745916
17	remainder_Expenses	-1,073,567,000	-572,589,250	8,317,385	877,000,000	4,548,000,000	0001783398	0001001171	0000310522
18	remainder_Revenues	0	0	0	1,380,491,500	3,975,500,000	0000038723	0001032033	0000027673
19	remainder_NetIncome	-689,577,000	-64,834,432	23,547,050	2,823,317,250	21,956,000,000	0001464343	0001514743	0000310522
20	remainder_ComprehensiveNetIncome	-183,000,000	-7,500,750	1,604,708	120,019,750	374,553,000	0000864270	0001569994	0001805284

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	486,800	64,219,346	2,491,401,260	61,559,000,000	4,325,437,000,000	0000846377	0001157647	0000310522
1	Liabilities	867,847	59,336,260	2,156,094,788	50,702,600,000	4,247,755,000,000	0001805526	0001464343	0000310522
2	Expenses	10,000	737,250	47,263,292	2,932,785,250	4,548,000,000	0001435508	0001178970	0000310522
3	Revenues	0	0	0	1,380,491,500	3,975,500,000	0000038723	0001032033	0000027673
4	StockholdersEquity	-4,347,903	6,674,461	275,917,885	9,933,282,500	77,682,000,000	0001892492	0001847398	0000310522
5	NetIncome	-985,345,000	-209,408,500	12,992,020	765,500,000	17,408,000,000	0001820953	0001367859	0000310522
6	ComprehensiveNetIncome	-993,619,000	-90,660,250	15,537,278	749,750,000	17,405,000,000	0001820953	0001046050	0000310522
7	BaseVar	1,874,572	142,536,620	2,361,844,635	60,242,825,000	4,299,849,500,000	0000846377	0001157647	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-1.22	-0.0188	0.0629	0.204	0.460	0001892492	0001807893	0001806201
9	EconomicCapitalRatio	0.000000000000000371	0.0833	0.140	0.238	0.461	0001892492	0001807893	0001806201

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	Loans	-0.0365	-0.0261	-0.0195	0.0956	0.216	0001041514	0001541119	0000885550
1	NotesReceivable	-0.251	-0.171	0.0500	0.0938	0.131	0001041514	0001514743	0001847398
2	Securities	-0.00407	-0.00308	-0.00229	0.0138	0.0540	0001041514	0001114927	0001303942
3	CashAndCashEquivalents	-0.0331	-0.0221	-0.00992	0.0328	0.300	0001041514	0000027673	0001806201
4	remainder_Assets	-0.313	-0.103	-0.0309	0.156	0.231	0000310522	0001617242	0001805284
5	Debt	-0.725	-0.503	0.0398	0.0557	0.0899	0001026214	0001745916	0001806201
6	Deposits	-0.249	-0.221	-0.121	0.177	0.299	0001114927	0001393612	0001806201
7	InterestPayable	-0.0236	-0.00101	0.000547	0.000862	0.00136	0001544190	0001447051	0001041514
8	remainder_Liabilities	-0.480	-0.445	0.0453	0.0782	0.0937	0000310522	0001178970	0001847398
9	LaborAndRelatedExpense	-0.146	-0.0591	0.00950	0.0128	0.0228	0000108385	0000864270	0001041514
10	Occupancy	-0.0424	-0.00182	0.000895	0.00125	0.00196	0000108385	0001783398	0001041514
11	GeneralAndAdministrativeExpense	-0.483	-0.0496	0.0132	0.0156	0.0266	0001805526	0001299709	0001041514
12	SellingAndMarketingExpense	-0.405	-0.0476	0.0107	0.0128	0.0160	0001434621	0001303942	0000108385
13	OperatingExpenses	-1.17	-0.159	0.0309	0.0370	0.0599	0001805526	0001493225	0001041514
14	DepreciationAndAmortization	-0.0429	-0.00392	0.000703	0.000872	0.00125	0001041514	0001541119	0001806201
15	InterestExpense	-0.0430	-0.0245	0.00287	0.00380	0.00606	0001807893	0001070296	0001041514
16	ProfessionalFees	-0.00660	-0.00129	0.000347	0.000509	0.000763	0001745916	0001783398	0001041514
17	remainder_Expenses	-1.05	-0.0646	-0.00392	0.0817	0.137	0001041514	0001367859	0001821160
18	remainder_Revenues	-0.0689	-0.0517	-0.0444	0.187	0.282	0001805284	0001046025	0001806201
19	remainder_NetIncome	-0.251	-0.0452	-0.000936	0.0530	0.169	0001464343	0001337068	0001805284
20	remainder_ComprehensiveNetIncome	-0.00648	-0.00334	-0.000853	0.00498	0.0179	0001084961	0001408534	0001805284

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.223	-0.0879	0.0186	0.0388	0.0606	0001041514	0000845877	0001849867
1	Liabilities	-0.0675	-0.0532	-0.0314	0.136	0.272	0001026214	0001409970	0001806201
2	Expenses	-1.13	-0.460	0.0468	0.0675	0.0717	0001041514	0001163370	0001569994
3	Revenues	-0.0689	-0.0517	-0.0444	0.187	0.282	0001805284	0001046025	0001806201
4	StockholdersEquity	-0.0563	-0.0393	-0.0108	0.0755	0.241	0001828937	0001849670	0001806201
5	NetIncome	-0.688	-0.0519	0.0140	0.0375	0.0930	0001805526	0001493225	0001806201
6	ComprehensiveNetIncome	-0.692	-0.0549	0.0137	0.0362	0.0908	0001805526	0000921183	0001806201
7	BaseVar	0	0	0	0	0	0000027673	0001391933	0000027673
8	EconomicCapitalRatiobeforeLimitedLiability	-0.131	-0.0479	0.00922	0.107	0.330	0001892492	0001807893	0001806201
9	EconomicCapitalRatio	-0.150	-0.0669	-0.00981	0.0875	0.311	0001892492	0001807893	0001806201

2024

Logs

error	46 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001849867 0001849867 0001745916 0001745916 0001325814 0001316944 0001331757 0001010470 0001010470 0001331465 0001849670 0001849670 0001331754 0001531031 0001531031 0001001171 0001001171 0001447051 0001447051 0001978811 0001978811 0001114927 0001114927 0001331463 0001835385 0001835385 0000027673 0000027673 0001381668 0001500375 0001500375 0001329842 0001329842 0001435508 0001435508 0001325878 0001847398 0001847398 0001326771 0001330399 0001331451 0000916907 0000916907 0001680379 0001680379 0000910073
error	8 × Negative Expenses, ignoring company.	pre-agg	0001228454 0001297341 0001556727 0001556727 0001787414 0001787414 0001668340 0001849466
warning	29 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001849867 0001745916 0001325814 0001316944 0001331757 0001010470 0001331465 0001849670 0001331754 0001531031 0001001171 0001447051 0001978811 0001114927 0001331463 0001835385 0000027673 0001381668 0001500375 0001329842 0001435508 0001325878 0001847398 0001326771 0001330399 0001331451 0000916907 0001680379 0000910073
warning	23 × Ignoring company because Assets is zero	pre-agg	0001325814 0001325814 0001316944 0001316944 0001331757 0001331465 0001331465 0001331754 0001331754 0001331463 0001331463 0001381668 0001381668 0001325878 0001325878 0001326771 0001330399 0001330399 0001331451 0001331451 0000910073 0000910073 0000038009
warning	22 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000038723 0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001325878 0001326771 0001330399 0001331451 0000038009 0001070524 0001297341 0001337068 0001878379 0000764764 0001544190 0000070502 0000864270 0001552493 0001695963
warning	20 × The stock price does not exist	industry.us_generic	0000846377 0001828937 0001892492 0001381668 0000910073 0001016178 0001228454 0001297341 0001556727 0001787414 0001810546 0001914605 0001049782 0001303942 0001393612 0001668340 0001778784 0001821160 0001846017 0001849466
warning	12 × Similarly named company. Duplicate?	None	0001108134 0000845877 0000885550 0001084961 0001178970 0001569994 0001299709 0001393612 0001541119 0001617242 0001778784 0001026214
warning	12 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331757 0001331465 0001331754 0001331463 0001381668 0001325878 0001326771 0001330399 0001331451 0001046050
warning	7 × Ignoring company because Expenses is zero	pre-agg	0001016178 0001016178 0001810546 0001810546 0000764764 0000764764 0001846017
warning	6 × Missing logo	subcommand.report	0000038723 0000846377 0001386044 0001805526 0001828937 0001892492
warning	3 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000310522 0000310522 0001820953
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000845877
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001878379

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	Loans	0	0	0	0	4,138,006,000,000	0000038723	0001337068	0000310522
1	NotesReceivable	0	0	1,415,160,821	32,930,749,200	4,137,633,000,000	0000846377	0001070524	0000310522
2	Securities	0	0	0	1,539,998,000	155,889,000,000	0000038723	0000108385	0001026214
3	CashAndCashEquivalents	0	0	51,847,347	2,108,409,600	78,811,000,000	0000845877	0001881592	0000310522
4	remainder_Assets	-4,099,891,000,000	33,321,214	786,294,105	22,455,646,300	58,474,000,000	0000310522	0001084961	0001026214
5	Debt	0	0	0	26,481,197,900	3,304,949,000,000	0000038723	0001041514	0001026214
6	Deposits	0	0	373,991,505	19,248,906,400	107,009,000,000	0000038723	0001391933	0001393612
7	InterestPayable	0	0	0	169,495,100	11,585,000,000	0000038723	0000864270	0000310522
8	remainder_Liabilities	873,844	7,535,038	349,150,216	15,445,241,400	4,243,489,000,000	0001805526	0001530249	0000310522
9	LaborAndRelatedExpense	0	0	0	616,106,500	2,261,245,000	0000070502	0001089907	0001805284
10	Occupancy	0	0	0	22,213,375	49,776,200	0000070502	0000919864	0000108385
11	GeneralAndAdministrativeExpense	0	0	0	259,785,835	893,154,000	0000038723	0000873860	0001805284
12	SellingAndMarketingExpense	0	0	0	283,065,300	824,042,000	0000038723	0000845877	0001805284
13	OperatingExpenses	0	0	0	923,025,300	3,486,600,000	0000070502	0001157647	0001029199
14	DepreciationAndAmortization	0	0	0	37,970,050	131,800,000	0000038723	0000108385	0001029199
15	InterestExpense	0	0	0	137,826,293	706,038,000	0000038723	0000310522	0001552493
16	ProfessionalFees	0	0	0	6,715,700	52,600,000	0000038723	0000845877	0000873860
17	remainder_Expenses	-954,700,000	-530,674,050	15,712,041	970,232,900	4,291,000,000	0001029199	0001046050	0000310522
18	remainder_Revenues	0	0	401,594	2,035,521,150	3,989,800,000	0000038723	0001168455	0001029199
19	remainder_NetIncome	-733,471,000	-81,825,750	25,150,288	4,709,178,300	21,269,000,000	0001464343	0001228454	0000310522
20	remainder_ComprehensiveNetIncome	-606,557,000	-66,520,850	0	26,383,100	72,880,000	0001805284	0001821160	0001504008

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	222,925	53,098,149	3,522,372,335	72,125,322,100	4,349,731,000,000	0000846377	0001228454	0000310522
1	Liabilities	873,844	39,964,303	3,162,820,462	55,843,946,750	4,255,074,000,000	0001805526	0001228454	0000310522
2	Expenses	1,006,000	1,355,428	96,569,527	2,937,914,600	4,464,970,000	0001541119	0001493225	0001805284
3	Revenues	0	0	401,594	2,035,521,150	3,989,800,000	0000038723	0001168455	0001029199
4	StockholdersEquity	-1,737,252	9,014,441	367,970,304	16,593,607,000	94,657,000,000	0000846377	0001436425	0000310522
5	NetIncome	-912,947,000	-127,758,550	24,498,452	1,029,524,200	16,978,000,000	0001258602	0001070524	0000310522
6	ComprehensiveNetIncome	-883,228,000	-126,814,600	23,562,947	965,585,200	16,975,000,000	0001258602	0001436425	0000310522
7	BaseVar	2,009,698	72,850,792	3,657,654,183	65,707,263,175	4,315,184,000,000	0000846377	0001408534	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-1.66	0.00694	0.0631	0.252	0.840	0000846377	0001258602	0001089907
9	EconomicCapitalRatio	0.000000000000000000000000000166	0.0915	0.141	0.272	0.840	0000846377	0001258602	0001089907

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	Loans	-0.0283	-0.0147	-0.0107	-0.00228	0.0992	0001434621	0001541119	0000310522
1	NotesReceivable	-0.275	-0.205	0.0549	0.0994	0.117	0001434621	0001303942	0000070502
2	Securities	-0.0117	-0.00586	-0.00420	0.0313	0.0649	0001434621	0001178970	0001303942
3	CashAndCashEquivalents	-0.0314	-0.0207	-0.00838	0.0204	0.0552	0001041514	0001552493	0001881592
4	remainder_Assets	-0.313	-0.102	-0.0350	0.183	0.502	0000310522	0001569994	0001386044
5	Debt	-0.719	-0.581	0.0433	0.0809	0.107	0001026214	0001046050	0001089907
6	Deposits	-0.290	-0.262	-0.0519	0.218	0.378	0001070296	0000846377	0001089907
7	InterestPayable	-0.0189	-0.00167	0.000528	0.00121	0.00142	0001544190	0001436425	0001089907
8	remainder_Liabilities	-0.450	-0.426	0.0488	0.0794	0.117	0001828937	0001504008	0001089907
9	LaborAndRelatedExpense	-0.165	-0.0680	0.0102	0.0173	0.0253	0000108385	0001569994	0001041514
10	Occupancy	-0.0531	-0.00133	0.00104	0.00161	0.00282	0000108385	0001541119	0001434621
11	GeneralAndAdministrativeExpense	-0.578	-0.0379	0.0142	0.0182	0.0299	0001805526	0001541119	0001041514
12	SellingAndMarketingExpense	-0.768	-0.137	0.0140	0.0169	0.0250	0001434621	0001367859	0000108385
13	OperatingExpenses	-1.46	-0.142	0.0375	0.0451	0.0741	0001805526	0001617242	0001041514
14	DepreciationAndAmortization	-0.0422	-0.00428	0.00114	0.00171	0.00304	0001041514	0001032033	0001434621
15	InterestExpense	-0.0494	-0.0261	0.00206	0.00310	0.00547	0000108385	0001070296	0001434621
16	ProfessionalFees	-0.00415	-0.00101	0.000278	0.000472	0.000749	0001807893	0001544190	0001434621
17	remainder_Expenses	-1.04	-0.111	0.00197	0.0601	0.135	0001041514	0001584207	0001821160
18	remainder_Revenues	-0.0749	-0.0608	-0.0521	0.186	0.319	0001805284	0001490906	0000108385
19	remainder_NetIncome	-0.222	-0.0409	-0.00536	0.0858	0.170	0001464343	0000070502	0001805284
20	remainder_ComprehensiveNetIncome	-0.0224	-0.00447	0.000496	0.00239	0.00398	0001805284	0000310522	0001168455

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.276	-0.136	0.0212	0.0453	0.157	0001434621	0001032033	0001386044
1	Liabilities	-0.0769	-0.0656	-0.0395	0.217	0.508	0001026214	0001303942	0001089907
2	Expenses	-1.30	-0.728	0.0460	0.0715	0.0809	0001805526	0000919864	0001393612
3	Revenues	-0.0749	-0.0608	-0.0521	0.186	0.319	0001805284	0001490906	0000108385
4	StockholdersEquity	-0.0763	-0.0541	-0.0146	0.0883	0.628	0001434621	0001178970	0001089907
5	NetIncome	-0.632	-0.0303	0.0165	0.0377	0.0928	0001805526	0001436425	0000108385
6	ComprehensiveNetIncome	-0.631	-0.0302	0.0168	0.0382	0.0934	0001805526	0001698022	0000108385
7	BaseVar	0	0	0	0	0	0000038723	0001337068	0000038723
8	EconomicCapitalRatiobeforeLimitedLiability	-0.138	-0.0465	0.00259	0.134	0.702	0000846377	0001258602	0001089907
9	EconomicCapitalRatio	-0.163	-0.0719	-0.0227	0.109	0.677	0000846377	0001258602	0001089907

2025

Logs

error	54 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001769663 0001769663 0001849867 0001849867 0001745916 0001745916 0001325814 0001316944 0001331757 0001331757 0001408534 0001408534 0001331465 0001541119 0001541119 0001331754 0001531031 0001531031 0001001171 0001001171 0001552493 0001552493 0000038723 0000038723 0001978811 0001978811 0001089907 0001089907 0001846017 0001846017 0001070296 0001070296 0001331463 0000027673 0000027673 0001381668 0001329842 0001329842 0001805526 0001805526 0001435508 0001435508 0001325878 0001847398 0001847398 0001326771 0001326771 0001330399 0001331451 0000919864 0000919864 0001849466 0001849466 0000910073
error	3 × Negative Expenses, ignoring company.	pre-agg	0001228454 0001556727 0001787414
warning	32 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001769663 0001849867 0001745916 0001325814 0001316944 0001331757 0001408534 0001331465 0001541119 0001331754 0001531031 0001001171 0001552493 0000038723 0001978811 0001089907 0001846017 0001070296 0001331463 0000027673 0001381668 0001329842 0001805526 0001435508 0001325878 0001847398 0001326771 0001330399 0001331451 0000919864 0001849466 0000910073
warning	15 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001325814 0001316944 0001331465 0001331754 0001331463 0001325878 0001330399 0001331451 0000038009 0001070524 0001297341 0001337068 0001878379 0000764764 0001544190
warning	11 × The stock price does not exist	industry.us_generic	0000846377 0001828937 0001892492 0001914605 0001381668 0000910073 0001016178 0001228454 0001556727 0001787414 0001810546
warning	10 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001325814 0001316944 0001331465 0001331754 0001331463 0001381668 0001325878 0001330399 0001331451 0001046050
warning	10 × Ignoring company because Assets is zero	pre-agg	0001325814 0001316944 0001331465 0001331754 0001331463 0001381668 0001325878 0001330399 0001331451 0000910073
warning	5 × Similarly named company. Duplicate?	None	0000845877 0001108134 0001178970 0001569994 0001026214
warning	5 × Missing logo	subcommand.report	0000846377 0001386044 0001828937 0001892492 0001914605
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001016178 0001810546 0000764764
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0000310522
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001878379

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	Loans	0	0	0	0	4,119,313,000,000	0000038009	0001337068	0000310522
1	NotesReceivable	0	0	1,479,857,098	23,334,661,500	4,119,104,000,000	0000846377	0001168455	0000310522
2	Securities	0	0	0	1,388,500,000	157,331,000,000	0000845877	0001297341	0001026214
3	CashAndCashEquivalents	0	0	80,846,556	2,532,436,250	9,270,000,000	0000310522	0001434621	0000038009
4	remainder_Assets	-4,036,418,000,000	39,464,888	796,748,326	32,113,198,750	57,989,000,000	0000310522	0001084961	0001805284
5	Debt	0	0	0	18,965,731,750	169,296,000,000	0000038009	0000873860	0001026214
6	Deposits	0	0	438,859,218	19,455,663,500	29,352,905,000	0000038009	0001391933	0001504008
7	InterestPayable	0	0	0	180,392,000	12,035,000,000	0000038009	0000873860	0000310522
8	remainder_Liabilities	2,370,734	15,359,772	234,239,435	120,183,500,000	4,196,491,000,000	0000846377	0001538263	0000310522
9	LaborAndRelatedExpense	0	0	0	649,233,250	3,307,000,000	0000038009	0000873860	0001805284
10	Occupancy	0	0	0	17,510,000	43,966,000	0000038009	0000846377	0001504008
11	GeneralAndAdministrativeExpense	0	0	0	164,811,000	1,439,000,000	0000038009	0000845877	0001805284
12	SellingAndMarketingExpense	0	0	0	307,466,250	1,088,000,000	0000038009	0001070524	0001805284
13	OperatingExpenses	0	0	0	1,552,288,750	3,714,400,000	0000310522	0001157647	0001029199
14	DepreciationAndAmortization	0	0	0	47,181,750	290,000,000	0000038009	0000310522	0001805284
15	InterestExpense	0	0	0	227,453,846	462,900,000	0000038009	0000845877	0000885550
16	ProfessionalFees	0	0	0	4,087,250	8,089,000	0000038009	0001032033	0001108134
17	remainder_Expenses	-1,158,444,000	-500,348,750	17,047,572	2,106,175,000	10,651,000,000	0001783398	0001046050	0000038009
18	remainder_Revenues	0	0	482,972	2,949,726,750	13,832,000,000	0000310522	0001386044	0000038009
19	remainder_NetIncome	-1,103,055,000	-329,422,000	34,060,994	5,271,500,000	17,983,000,000	0001464343	0001070524	0000310522
20	remainder_ComprehensiveNetIncome	-57,808,000	-7,009,000	3,866,783	148,236,500	522,000,000	0001828937	0001367859	0000038009

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	206,467	70,106,239	4,023,869,040	137,011,000,000	4,317,538,000,000	0000846377	0001538263	0000310522
1	Liabilities	2,370,734	37,897,589	3,505,231,858	120,183,500,000	4,208,526,000,000	0000846377	0001538263	0000310522
2	Expenses	57,000	1,734,493	104,159,048	3,791,950,000	12,340,000,000	0001297341	0001806201	0000038009
3	Revenues	0	0	482,972	2,949,726,750	13,832,000,000	0000310522	0001386044	0000038009
4	StockholdersEquity	-2,164,267	8,273,305	415,538,102	20,874,500,000	109,012,000,000	0000846377	0001436425	0000310522
5	NetIncome	-739,766,000	-176,559,000	33,657,781	1,827,000,000	14,364,000,000	0001258602	0001436425	0000310522
6	ComprehensiveNetIncome	-708,489,000	-52,059,000	42,885,303	2,228,500,000	14,355,000,000	0001258602	0001828937	0000310522
7	BaseVar	1,590,872	74,637,909	3,851,462,097	140,587,375,000	4,273,837,500,000	0000846377	0001538263	0000310522
8	EconomicCapitalRatiobeforeLimitedLiability	-1.31	0.00209	0.0704	0.206	0.414	0000846377	0001297341	0001434621
9	EconomicCapitalRatio	0.00000000000000000303	0.0867	0.146	0.239	0.416	0000846377	0001297341	0001434621

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	Loans	-0.0277	-0.0196	-0.0146	-0.00000000000679	0.100	0001434621	0001493225	0000310522
1	NotesReceivable	-0.214	-0.172	0.0616	0.0947	0.124	0001434621	0001493225	0000885550
2	Securities	-0.00208	-0.00145	-0.00109	0.00882	0.0199	0001434621	0001367859	0001584207
3	CashAndCashEquivalents	-0.0240	-0.0216	-0.00893	0.0289	0.210	0001386044	0001490906	0001806201
4	remainder_Assets	-0.313	-0.111	-0.0292	0.143	0.226	0000310522	0001168455	0001805284
5	Debt	-0.685	-0.279	0.0288	0.0380	0.100	0001584207	0001046050	0001434621
6	Deposits	-0.263	-0.250	-0.116	0.168	0.343	0001114927	0001569994	0001434621
7	InterestPayable	-0.0211	-0.000699	0.000643	0.000884	0.00258	0001544190	0001032033	0001434621
8	remainder_Liabilities	-0.390	-0.365	0.0570	0.0846	0.129	0001828937	0001493225	0001881592
9	LaborAndRelatedExpense	-0.0822	-0.0396	0.00458	0.0102	0.0248	0001029199	0001828937	0001434621
10	Occupancy	-0.00222	-0.00179	0.000426	0.000561	0.00132	0001881592	0001168455	0001434621
11	GeneralAndAdministrativeExpense	-0.209	-0.0149	0.00684	0.00838	0.0104	0001806201	0001367859	0001029199
12	SellingAndMarketingExpense	-1.10	-0.0277	0.0130	0.0155	0.0159	0001434621	0001168455	0000873860
13	OperatingExpenses	-0.547	-0.127	0.0278	0.0326	0.0788	0001029199	0001337068	0001434621
14	DepreciationAndAmortization	-0.0164	-0.00301	0.000462	0.000584	0.00141	0001029199	0001032033	0001434621
15	InterestExpense	-0.0380	-0.0219	0.00243	0.00309	0.00729	0001807893	0001530249	0001434621
16	ProfessionalFees	-0.00153	-0.000726	0.00128	0.00167	0.00393	0001807893	0001258602	0001434621
17	remainder_Expenses	-0.0668	-0.0321	-0.00441	0.0771	0.133	0001807893	0001178970	0001029199
18	remainder_Revenues	-0.0529	-0.0488	-0.0415	0.173	0.416	0001805284	0001178970	0001434621
19	remainder_NetIncome	-0.442	-0.0525	0.0129	0.0504	0.0937	0001892492	0001409970	0001805284
20	remainder_ComprehensiveNetIncome	-0.00529	-0.00360	-0.000823	0.00531	0.0280	0001434621	0001108134	0001029199

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.214	-0.0681	0.0232	0.0419	0.0487	0001434621	0001504008	0001881592
1	Liabilities	-0.0587	-0.0545	-0.0216	0.125	0.363	0001026214	0001584207	0001434621
2	Expenses	-1.11	-0.310	0.0370	0.0610	0.0619	0001434621	0001436425	0001297341
3	Revenues	-0.0529	-0.0488	-0.0415	0.173	0.416	0001805284	0001178970	0001434621
4	StockholdersEquity	-0.0413	-0.0328	0.00271	0.0754	0.120	0001828937	0001108134	0001805284
5	NetIncome	-0.831	-0.0117	0.0222	0.0524	0.209	0001892492	0001436425	0001434621
6	ComprehensiveNetIncome	-0.831	-0.0133	0.0222	0.0539	0.206	0001892492	0001530249	0001434621
7	BaseVar	0	0	0	0	0	0000038009	0001337068	0000038009
8	EconomicCapitalRatiobeforeLimitedLiability	-0.114	-0.0275	0.0320	0.125	0.301	0000846377	0001297341	0001434621
9	EconomicCapitalRatio	-0.150	-0.0636	-0.00410	0.0886	0.265	0000846377	0001297341	0001434621

Estimates

Parameter	Value	Min	Max
PresentValueFactor	1.0	1.0	15.0
BalanceFactor	0.5	0.5	5.0
OCIFactor	1.0	0.5	1.0
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	0.15	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
0000004969	American Express Credit CORP	America	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
0000025598	Onemain Finance CORP	Onemain	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0000027673	Deere JOHN Capital CORP	Deere J	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
				2023	nan	nan	nan	nan	nan	nan
0000038009	FORD Motor Credit CO LLC	FORD Mo	nan	2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2025	nan	nan	nan	nan	nan	nan
0000038723	1st Franklin Financial CORP	1st Fra	nan	2022	nan	nan	nan	nan	nan	nan
				2023	nan	nan	nan	nan	nan	nan
				2024	nan	nan	nan	nan	nan	nan
0000070502	National Rural Utilities Cooperative Finance CORP DC	Nationa	NRUC	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	19.2700	1.0000	19.2700	nan	nan	nan
				2021	21.1200	1.0000	21.1200	nan	nan	nan
				2022	19.3700	1.0000	19.3700	nan	nan	nan
				2023	21.4900	1.0000	21.4900	nan	nan	nan
				2024	21.2900	1.0000	21.2900	nan	nan	nan
0000077776	PHH CORP	PHH COR	nan	2016	nan	nan	nan	nan	nan	nan
0000077776	PHH CORP	PHH COR	nan	2017	nan	nan	nan	nan	nan	nan
0000108385	World Acceptance CORP	World A	WRLD	2016	65.5700	1.0000	65.5700	8,866,668.0	581,387,420.76	0.9526
				2017	80.9500	1.0000	80.9500	8,856,554.0	716,938,046.30	1.2577
				2021	252.8300	1.0000	252.8300	6,699,409.0	1,693,811,577.47	2.2530
				2022	62.5200	1.0000	62.5200	6,256,933.0	391,183,451.16	0.3792
				2023	135.8300	1.0000	135.8300	6,224,831.0	845,518,794.73	0.9144
				2024	111.3200	1.0000	111.3200	5,749,572.0	640,042,355.04	0.7582
0000310522	Federal National Mortgage Association Fannie MAE	Federal	FNMA	2016	3.9400	1.0000	3.9400	1,158,082,750.0	4,562,846,035.00	0.0014
				2017	2.7400	1.0000	2.7400	1,158,087,567.0	3,173,159,933.58	0.0009
				2018	1.1100	1.0000	1.1100	1,158,087,567.0	1,285,477,199.37	0.0004
				2019	3.1200	1.0000	3.1200	1,158,087,567.0	3,613,233,209.04	0.0010
				2020	2.4000	1.0000	2.4000	1,158,087,567.0	2,779,410,160.80	0.0007
				2021	0.8900	1.0000	0.8900	1,158,087,567.0	1,030,697,934.63	0.0002
				2022	0.3800	1.0000	0.3800	1,158,087,567.0	440,073,275.46	0.0001
				2023	0.8100	1.0000	0.8100	1,158,087,567.0	938,050,929.27	0.0002
				2024	2.6600	1.0000	2.6600	1,158,087,567.0	3,080,512,928.22	0.0007
				2025	10.7600	1.0000	10.7600	1,158,087,567.0	12,461,022,220.92	0.0029
0000731288	Paccar Financial CORP	Paccar	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
0000774569	Cortland Bancorp INC	Cortlan	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	4,223,153.0	nan	nan
0000792966	Farmers Merchants Bancorp INC	Farmers	FMAO	2018	30.1300	1.0000	30.1300	9,285,261.0	279,764,913.93	0.2679
				2019	24.7400	1.0000	24.7400	11,137,014.0	275,529,726.36	0.1846
				2020	19.3900	1.0000	19.3900	11,158,701.0	216,367,212.39	0.1212
				2021	27.5300	1.0000	27.5300	13,066,233.0	359,713,394.49	0.1445
				2022	24.2200	1.0000	24.2200	13,606,651.0	329,553,087.22	0.1150
0000806279	Codorus Valley Bancorp INC	Codorus	nan	2016	nan	nan	nan	8,380,855.0	nan	nan
				2017	nan	nan	nan	8,884,315.0	nan	nan
				2018	nan	nan	nan	8,956,679.0	nan	nan
				2019	nan	nan	nan	9,725,688.0	nan	nan
				2020	nan	nan	nan	9,795,362.0	nan	nan
				2021	nan	nan	nan	9,534,606.0	nan	nan
				2022	nan	nan	nan	9,554,605.0	nan	nan
				2023	nan	nan	nan	9,611,110.0	nan	nan
0000834071	Toyota Motor Credit CORP	Toyota	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
0000845877	Federal Agricultural Mortgage CORP	Federal	AGM	2019	67.9100	1.0000	67.9100	1,030,780.0	70,000,269.80	0.0033
				2020	62.2100	1.0000	62.2100	1,030,780.0	64,124,823.80	0.0027
				2021	106.5900	1.0000	106.5900	1,030,780.0	109,870,840.20	0.0045
				2022	102.9700	1.0000	102.9700	1,030,780.0	106,139,416.60	0.0040
				2023	175.2600	1.0000	175.2600	1,030,780.0	180,654,502.80	0.0063
				2024	190.1400	1.0000	190.1400	1,030,780.0	195,992,509.20	0.0064
				2025	175.4300	1.0000	175.4300	1,030,780.0	180,829,735.40	0.0052
0000846377	Totaligent Inc	Totalig	TGNT	2016	nan	nan	nan	nan	nan	nan
				2023	nan	nan	nan	nan	nan	nan
				2024	nan	nan	nan	172,913,813.0	nan	nan
				2025	nan	nan	nan	211,101,313.0	nan	nan
0000864270	American Honda Finance CORP	America	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
				2023	nan	nan	nan	nan	nan	nan
				2024	nan	nan	nan	nan	nan	nan
0000873860	Onity Group INC	Onity G	ONIT	2016	82.4200	0.0670	5.5200	123,989,954.0	684,424,546.08	0.0934
				2017	48.0000	0.0670	3.2200	130,859,058.0	421,366,166.76	0.0518
				2020	28.6000	1.0000	28.6000	8,683,994.0	248,362,228.40	0.0238
				2021	39.6900	1.0000	39.6900	9,200,752.0	365,177,846.88	0.0307
				2022	31.3900	1.0000	31.3900	7,590,348.0	238,261,023.72	0.0196
				2023	30.1600	1.0000	30.1600	7,677,008.0	231,538,561.28	0.0188
				2024	30.6600	1.0000	30.6600	7,868,458.0	241,246,922.28	0.0149
				2025	44.5600	1.0000	44.5600	8,058,874.0	359,103,425.44	0.0227
0000885550	Credit Acceptance CORP	Credit	CACC	2016	215.6500	1.0000	215.6500	20,328,253.0	4,383,787,759.45	1.2072
				2017	326.5500	1.0000	326.5500	19,310,211.0	6,305,749,402.05	1.4951
				2018	372.3200	1.0000	372.3200	19,309,495.0	7,189,311,178.40	1.3715
				2019	441.5600	1.0000	441.5600	18,796,754.0	8,299,894,696.24	1.3289
				2020	334.9800	1.0000	334.9800	17,649,378.0	5,912,188,642.44	0.9328
				2021	670.6300	1.0000	670.6300	14,539,621.0	9,750,706,031.23	1.5884
				2022	463.4400	1.0000	463.4400	12,924,711.0	5,989,828,065.84	0.9831
				2023	526.4700	1.0000	526.4700	12,566,657.0	6,615,967,910.79	0.9826
				2024	468.8300	1.0000	468.8300	12,112,144.0	5,678,536,471.52	0.7116
				2025	457.2500	1.0000	457.2500	11,031,544.0	5,044,173,494.00	0.6409
0000910679	WVS Financial CORP	WVS Fin	nan	2020	nan	nan	nan	1,902,690.0	nan	nan
0000910679	WVS Financial CORP	WVS Fin	nan	2021	nan	nan	nan	1,884,114.0	nan	nan
0000916907	Southern Missouri Bancorp INC	Souther	SMBC	2017	34.3000	1.0000	34.3000	8,591,363.0	294,683,750.90	0.1818
				2020	28.1900	1.0000	28.1900	9,119,154.0	257,068,951.26	0.1065
				2021	47.3900	1.0000	47.3900	8,888,091.0	421,206,632.49	0.1646
				2022	43.1000	1.0000	43.1000	9,229,151.0	397,776,408.10	0.1302
0000919864	Finward Bancorp	Finward	FNWD	2016	28.1400	1.0000	28.1400	2,860,157.0	80,484,817.98	0.0924
				2017	34.8800	1.0000	34.8800	2,864,007.0	99,896,564.16	0.1134
				2018	34.9200	1.0000	34.9200	3,029,157.0	105,778,162.44	0.1012
				2019	38.3500	1.0000	38.3500	3,451,797.0	132,376,414.95	0.1049
				2020	31.5400	1.0000	31.5400	3,463,136.0	109,227,309.44	0.0769
				2021	42.7500	1.0000	42.7500	3,479,139.0	148,733,192.25	0.0964
				2022	32.8400	1.0000	32.8400	4,297,799.0	141,139,719.16	0.0705
				2024	28.8000	1.0000	28.8000	4,313,819.0	124,237,987.20	0.0626
0000921183	HMN Financial INC	HMN Fin	nan	2016	nan	nan	nan	4,488,923.0	nan	nan
				2017	nan	nan	nan	4,497,538.0	nan	nan
				2018	nan	nan	nan	4,824,413.0	nan	nan
				2019	nan	nan	nan	4,843,822.0	nan	nan
				2020	nan	nan	nan	4,836,359.0	nan	nan
				2021	nan	nan	nan	4,594,575.0	nan	nan
				2022	nan	nan	nan	4,480,976.0	nan	nan
				2023	nan	nan	nan	4,487,362.0	nan	nan
0001000045	OLD Market Capital Corp	OLD Mar	OMCC	2016	11.2100	1.0000	11.2100	12,492,339.0	140,039,120.19	0.5115
				2017	8.8100	1.0000	8.8100	12,597,177.0	110,981,129.37	0.3975
				2018	10.2800	1.0000	10.2800	12,619,744.0	129,730,968.32	0.5722
				2019	8.9500	1.0000	8.9500	12,600,000.0	112,770,000.00	0.5639
				2020	8.1500	1.0000	8.1500	12,400,000.0	101,060,000.00	0.5462
				2021	11.3700	1.0000	11.3700	12,700,000.0	144,399,000.00	0.9326
0001001171	Broadway Financial CORP DE	Broadwa	BYFC	2017	18.0800	0.1250	2.2600	nan	nan	nan
				2018	8.9600	0.1250	1.1200	nan	nan	nan
				2019	11.8800	0.1250	1.4800	nan	nan	nan
				2020	14.6800	0.1250	1.8400	nan	nan	nan
				2021	19.7200	0.1250	2.4600	nan	nan	nan
				2022	7.2400	0.1250	0.9000	nan	nan	nan
				2023	6.8400	1.0000	6.8400	nan	nan	nan
0001001258	ASTA Funding INC	ASTA Fu	nan	2016	nan	nan	nan	nan	nan	nan
0001005409	DIME Community Bancshares INC	DIME Co	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001015780	E Trade Financial CORP	E Trade	nan	2016	nan	nan	nan	nan	nan	nan
0001015780	E Trade Financial CORP	E Trade	nan	2019	nan	nan	nan	nan	nan	nan
0001016178	Carver Bancorp INC	Carver	CARV	2016	3.8000	1.0000	3.8000	3,696,087.0	14,045,130.60	0.0197
0001016178	Carver Bancorp INC	Carver	CARV	2017	3.2500	1.0000	3.2500	3,696,087.0	12,012,282.75	0.0181
0001026214	Federal HOME LOAN Mortgage CORP	Federal	FMCC	2016	3.8000	1.0000	3.8000	650,046,828.0	2,470,177,946.40	0.0012
				2017	2.5900	1.0000	2.5900	650,054,731.0	1,683,641,753.29	0.0008
				2018	1.1100	1.0000	1.1100	650,058,775.0	721,565,240.25	0.0003
				2019	3.0000	1.0000	3.0000	650,059,033.0	1,950,177,099.00	0.0009
				2020	2.3500	1.0000	2.3500	650,059,292.0	1,527,639,336.20	0.0006
				2021	0.8900	1.0000	0.8900	650,059,553.0	578,553,002.17	0.0002
				2022	0.3800	1.0000	0.3800	650,059,553.0	247,022,630.14	0.0001
				2023	0.7100	1.0000	0.7100	650,059,553.0	461,542,282.63	0.0001
				2024	2.6200	1.0000	2.6200	650,059,553.0	1,703,156,028.86	0.0005
				2025	10.1400	1.0000	10.1400	650,059,553.0	6,591,603,867.42	0.0019
0001029199	Euronet Worldwide INC	Euronet	EEFT	2020	141.3000	1.0000	141.3000	52,314,901.0	7,392,095,511.30	1.7584
				2021	118.1700	1.0000	118.1700	52,856,023.0	6,245,996,237.91	1.5173
				2022	92.7200	1.0000	92.7200	49,593,877.0	4,598,344,275.44	0.9617
				2023	101.7300	1.0000	101.7300	46,121,435.0	4,691,933,582.55	0.8904
				2024	103.7100	1.0000	103.7100	43,931,630.0	4,556,149,347.30	0.8728
				2025	76.9100	1.0000	76.9100	42,044,681.0	3,233,656,415.71	0.5549
0001032033	SLM Corp	SLM Cor	SLM	2016	9.6000	1.0000	9.6000	428,267,726.0	4,111,370,169.60	0.2367
				2017	9.9100	1.0000	9.9100	431,889,664.0	4,280,026,570.24	0.2083
				2018	7.2700	1.0000	7.2700	435,661,454.0	3,167,258,770.58	0.1259
				2019	8.0200	1.0000	8.0200	422,168,926.0	3,385,794,786.52	0.1091
				2022	15.2900	1.0000	15.2900	250,196,830.0	3,825,509,530.70	0.1369
				2023	18.0500	1.0000	18.0500	226,271,057.0	4,084,192,578.85	0.1447
				2024	26.9800	1.0000	26.9800	212,330,467.0	5,728,675,999.66	0.1976
				2025	27.1700	1.0000	27.1700	203,038,649.0	5,516,560,093.33	0.1934
0001033012	Flagstar Bancorp INC	Flagsta	nan	2016	nan	nan	nan	56,606,499.0	nan	nan
				2017	nan	nan	nan	57,181,536.0	nan	nan
				2018	nan	nan	nan	57,627,630.0	nan	nan
				2019	nan	nan	nan	56,511,717.0	nan	nan
				2020	nan	nan	nan	52,564,331.0	nan	nan
				2021	nan	nan	nan	52,863,598.0	nan	nan
0001041368	Riverview Bancorp INC	Rivervi	RVSB	2017	7.2400	1.0000	7.2400	22,533,912.0	163,145,522.88	0.1513
0001041368	Riverview Bancorp INC	Rivervi	RVSB	2018	5.8300	1.0000	5.8300	22,598,712.0	131,750,490.96	0.1204
0001041514	Lesaka Technologies INC	Lesaka	LSAK	2016	11.7300	1.0000	11.7300	52,521,345.0	616,075,376.85	0.6405
				2017	11.1800	1.0000	11.1800	56,927,696.0	636,451,641.28	0.5803
				2018	4.5300	1.0000	4.5300	56,833,925.0	257,457,680.25	0.3235
				2019	3.7200	1.0000	3.7200	56,568,425.0	210,434,541.00	0.4597
				2020	4.7100	1.0000	4.7100	56,638,725.0	266,768,394.75	1.0026
				2021	5.4000	1.0000	5.4000	56,996,214.0	307,779,555.60	1.2418
				2023	3.3100	1.0000	3.3100	62,384,522.0	206,492,767.82	0.5010
				2024	5.1300	1.0000	5.1300	78,018,643.0	400,235,638.59	0.9299
0001046025	Heritage Financial CORP WA	Heritag	HFWA	2016	18.7100	1.0000	18.7100	29,946,823.0	560,305,058.33	0.1540
				2017	23.5400	1.0000	23.5400	29,929,106.0	704,531,155.24	0.1825
				2018	22.1100	1.0000	22.1100	36,873,123.0	815,264,749.53	0.1651
				2019	22.1700	1.0000	22.1700	36,618,381.0	811,829,506.77	0.1577
				2020	18.6300	1.0000	18.6300	35,910,300.0	669,008,889.00	0.1078
				2021	20.1400	1.0000	20.1400	35,166,599.0	708,255,303.86	0.1011
				2022	26.4500	1.0000	26.4500	35,104,248.0	928,507,359.60	0.1411
				2023	19.3600	1.0000	19.3600	34,901,076.0	675,684,831.36	0.1001
				2024	22.9500	1.0000	22.9500	34,153,539.0	783,823,720.05	0.1174
				2025	24.1200	1.0000	24.1200	33,956,738.0	819,036,520.56	0.1259
0001046050	Timberland Bancorp INC	Timberl	TSBK	2020	20.3700	1.0000	20.3700	8,315,993.0	169,396,777.41	0.1151
				2021	23.8100	1.0000	23.8100	8,354,717.0	198,925,811.77	0.1178
				2022	29.3900	1.0000	29.3900	8,240,087.0	242,176,156.93	0.1383
				2023	29.1300	1.0000	29.1300	8,110,608.0	236,262,011.04	0.1371
				2024	29.6800	1.0000	29.6800	7,967,916.0	236,487,746.88	0.1313
				2025	35.6100	1.0000	35.6100	7,880,773.0	280,634,326.53	0.1491
0001049782	Brookline Bancorp INC	Brookli	nan	2016	nan	nan	nan	70,532,995.0	nan	nan
				2017	nan	nan	nan	76,652,372.0	nan	nan
				2018	nan	nan	nan	80,489,094.0	nan	nan
				2019	nan	nan	nan	79,767,595.0	nan	nan
				2020	nan	nan	nan	79,060,000.0	nan	nan
				2021	nan	nan	nan	77,639,610.0	nan	nan
				2022	nan	nan	nan	76,844,232.0	nan	nan
				2023	nan	nan	nan	88,866,235.0	nan	nan
				2024	nan	nan	nan	89,098,443.0	nan	nan
0001060219	Salisbury Bancorp INC	Salisbu	nan	2017	nan	nan	nan	2,785,916.0	nan	nan
				2018	nan	nan	nan	2,804,881.0	nan	nan
				2019	nan	nan	nan	2,823,212.0	nan	nan
				2020	nan	nan	nan	2,843,292.0	nan	nan
				2021	nan	nan	nan	2,861,697.0	nan	nan
				2022	nan	nan	nan	5,783,966.0	nan	nan
0001070296	First Capital INC	First C	FCAP	2016	25.2200	1.0000	25.2200	3,337,552.0	84,173,061.44	0.1193
				2017	29.1900	1.0000	29.1900	3,336,964.0	97,405,979.16	0.1356
				2018	30.5400	1.0000	30.5400	3,356,144.0	102,496,637.76	0.1365
				2019	56.8400	1.0000	56.8400	3,363,632.0	191,188,842.88	0.2457
				2020	54.4900	1.0000	54.4900	3,375,760.0	183,945,162.40	0.1912
				2021	34.9600	1.0000	34.9600	3,373,872.0	117,950,565.12	0.1073
				2022	21.7600	1.0000	21.7600	3,371,362.0	73,360,837.12	0.0662
				2023	25.2000	1.0000	25.2000	3,350,660.0	84,436,632.00	0.0764
				2024	30.7200	1.0000	30.7200	3,352,003.0	102,973,532.16	0.0911
0001070524	Greene County Bancorp INC	Greene	GCBC	2016	9.4200	2.0000	18.8400	8,492,614.0	160,000,847.76	0.1924
				2017	14.9800	2.0000	29.9600	8,503,614.0	254,768,275.44	0.2709
				2018	14.1900	2.0000	28.3800	8,537,814.0	242,303,161.32	0.2196
				2019	13.1500	2.0000	26.3000	8,537,114.0	224,526,098.20	0.1851
				2020	12.0900	2.0000	24.1800	8,513,414.0	205,854,350.52	0.1277
				2021	16.6500	2.0000	33.3000	8,513,414.0	283,496,686.20	0.1334
				2022	31.7100	2.0000	63.4200	8,513,414.0	539,920,715.88	0.2166
				2024	28.7600	1.0000	28.7600	17,026,828.0	489,691,573.28	0.1798
				2025	22.9700	1.0000	22.9700	nan	nan	nan
0001077771	Umpqua Holdings CORP	Umpqua	nan	2016	nan	nan	nan	220,208,309.0	nan	nan
				2017	nan	nan	nan	220,231,751.0	nan	nan
				2018	nan	nan	nan	220,240,059.0	nan	nan
				2021	nan	nan	nan	216,621,803.0	nan	nan
				2022	nan	nan	nan	217,053,322.0	nan	nan
0001084961	Encore Capital Group INC	Encore	ECPG	2016	27.3500	1.0000	27.3500	25,532,227.0	698,306,408.45	0.2072
				2017	42.9300	1.0000	42.9300	25,745,485.0	1,105,253,671.05	0.2677
				2018	22.6000	1.0000	22.6000	30,852,178.0	697,259,222.80	0.1651
				2019	36.5800	1.0000	36.5800	31,058,771.0	1,136,129,843.18	0.2583
				2020	37.6600	1.0000	37.6600	31,344,685.0	1,180,440,837.10	0.2775
				2021	60.2400	1.0000	60.2400	29,271,730.0	1,763,329,015.20	0.4392
				2022	47.1600	1.0000	47.1600	23,385,748.0	1,102,871,875.68	0.2814
				2023	50.5500	1.0000	50.5500	23,528,597.0	1,189,370,578.35	0.2858
				2024	47.5200	1.0000	47.5200	23,691,291.0	1,125,810,148.32	0.2555
				2025	54.7500	1.0000	54.7500	22,303,676.0	1,221,126,261.00	0.2517
0001089907	SWK Holdings Corp	SWK Hol	SWKH	2017	8.5300	1.0000	8.5300	13,047,645.0	111,296,411.85	1.0505
				2018	7.5200	1.0000	7.5200	13,068,766.0	98,277,120.32	0.9009
				2019	9.9000	1.0000	9.9000	12,907,790.0	127,787,121.00	0.9387
				2020	11.6400	1.0000	11.6400	12,789,493.0	148,869,698.52	0.9693
				2021	15.2900	1.0000	15.2900	12,809,438.0	195,856,307.02	1.3138
				2022	14.3000	1.0000	14.3000	12,820,349.0	183,330,990.70	1.1484
				2024	12.6900	1.0000	12.6900	12,233,223.0	155,239,599.87	0.8265
0001108134	Beacon Financial Corp	Beacon	BBT	2016	28.1600	1.0000	28.1600	31,173,020.0	877,832,243.20	0.1019
				2017	29.3900	1.0000	29.3900	45,267,321.0	1,330,406,564.19	0.1229
				2018	21.6000	1.0000	21.6000	45,416,443.0	980,995,168.80	0.0858
				2019	27.3400	1.0000	27.3400	49,938,176.0	1,365,309,731.84	0.1107
				2020	14.9000	1.0000	14.9000	50,832,036.0	757,397,336.40	0.0619
				2021	25.1200	1.0000	25.1200	48,659,319.0	1,222,322,093.28	0.1115
				2022	26.6100	1.0000	26.6100	45,025,062.0	1,198,116,899.82	0.1071
				2023	23.2400	1.0000	23.2400	43,670,239.0	1,014,896,354.36	0.0851
				2024	27.3100	1.0000	27.3100	42,975,514.0	1,173,661,287.34	0.1004
				2025	26.6900	1.0000	26.6900	83,908,861.0	2,239,527,500.09	0.1019
0001114927	First Northern Community Bancorp	First N	FNRN	2016	7.2500	1.3270	9.6200	10,710,577.0	103,035,750.74	0.0919
				2017	9.9400	1.3270	13.1900	11,172,640.0	147,367,121.60	0.1263
				2018	9.0100	1.2760	11.5000	11,661,857.0	134,111,355.50	0.1123
				2019	8.9900	1.2760	11.4700	12,295,386.0	141,028,077.42	0.1150
				2020	8.1300	1.2760	10.3700	12,969,267.0	134,491,298.79	0.0851
				2021	8.0100	1.2760	10.2200	13,467,734.0	137,640,241.48	0.0755
				2022	6.8700	1.2160	8.3500	13,918,905.0	116,222,856.75	0.0643
				2023	7.7700	1.1580	9.0000	14,730,761.0	132,576,849.00	0.0739
				2025	12.8000	1.0500	13.4400	15,724,784.0	211,341,096.96	0.1170
0001123270	BANK Mutual CORP	BANK Mu	nan	2016	nan	nan	nan	nan	nan	nan
0001126961	Grandsouth Bancorporation	Grandso	nan	2021	nan	nan	nan	5,150,681.0	nan	nan
0001141807	1ST Constitution Bancorp	1ST Con	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	10,237,851.0	nan	nan
0001157647	Western New England Bancorp Inc	Western	WNEB	2018	7.6000	1.0000	7.6000	29,315,837.0	222,800,361.20	0.1113
				2019	8.0700	1.0000	8.0700	26,561,742.0	214,353,257.94	0.1038
				2020	5.7700	1.0000	5.7700	25,527,199.0	147,291,938.23	0.0653
				2021	7.6000	1.0000	7.6000	22,693,541.0	172,470,911.60	0.0711
				2022	8.5200	1.0000	8.5200	22,176,019.0	188,939,681.88	0.0775
				2023	8.0800	1.0000	8.0800	21,712,815.0	175,439,545.20	0.0717
				2024	8.9200	1.0000	8.9200	21,018,408.0	187,484,199.36	0.0739
				2025	12.8000	1.0000	12.8000	20,491,966.0	262,297,164.80	0.1004
0001163370	Northrim Bancorp INC	Northri	NRIM	2016	5.7300	4.0000	22.9200	6,897,890.0	158,099,638.80	0.1103
				2017	6.3900	4.0000	25.5600	6,853,334.0	175,171,217.04	0.1231
				2018	6.0400	4.0000	24.1600	6,884,386.0	166,326,765.76	0.1188
				2019	7.5300	4.0000	30.1200	6,539,796.0	196,978,655.52	0.1279
				2020	6.8600	4.0000	27.4400	6,233,755.0	171,054,237.20	0.0850
				2021	9.1000	4.0000	36.4000	6,139,502.0	223,477,872.80	0.0858
				2022	11.9600	4.0000	47.8400	5,684,849.0	271,963,176.16	0.1060
				2023	13.5400	4.0000	54.1600	5,525,436.0	299,257,613.76	0.1112
				2024	18.8500	4.0000	75.4000	5,501,943.0	414,846,502.20	0.1427
				2025	26.9900	1.0000	26.9900	22,090,668.0	596,227,129.32	0.1907
0001168455	Plumas Bancorp	Plumas	PLBC	2016	14.4400	1.0000	14.4400	4,888,475.0	70,589,579.00	0.1113
				2017	19.0900	1.0000	19.0900	5,062,772.0	96,648,317.48	0.1347
				2018	18.3700	1.0000	18.3700	5,125,476.0	94,154,994.12	0.1190
				2019	22.5600	1.0000	22.5600	5,159,560.0	116,399,673.60	0.1414
				2021	29.2500	1.0000	29.2500	5,813,523.0	170,045,547.75	0.1099
				2022	32.8300	1.0000	32.8300	5,850,216.0	192,062,591.28	0.1230
				2023	39.5100	1.0000	39.5100	5,870,223.0	231,932,510.73	0.1509
				2024	45.5500	1.0000	45.5500	5,897,333.0	268,623,518.15	0.1751
				2025	44.8400	1.0000	44.8400	6,955,514.0	311,885,247.76	0.1480
0001176316	Access National CORP	Access	nan	2016	nan	nan	nan	nan	nan	nan
0001176316	Access National CORP	Access	nan	2017	nan	nan	nan	nan	nan	nan
0001178970	Provident Financial Services INC	Provide	PFS	2016	18.4500	1.0000	18.4500	66,377,471.0	1,224,664,339.95	0.1380
				2017	18.5400	1.0000	18.5400	66,773,464.0	1,237,980,022.56	0.1346
				2018	16.4200	1.0000	16.4200	67,085,419.0	1,101,542,579.98	0.1218
				2019	18.0500	1.0000	18.0500	65,989,245.0	1,191,105,872.25	0.1308
				2020	13.8100	1.0000	13.8100	78,572,138.0	1,085,081,225.78	0.0896
				2021	19.5500	1.0000	19.5500	77,374,681.0	1,512,675,013.55	0.1170
				2022	17.9400	1.0000	17.9400	75,275,038.0	1,350,434,181.72	0.1040
				2023	16.1500	1.0000	16.1500	75,606,533.0	1,221,045,507.95	0.0914
				2024	17.8100	1.0000	17.8100	130,488,327.0	2,323,997,103.87	0.1022
				2025	20.2600	1.0000	20.2600	130,622,384.0	2,646,409,499.84	0.1123
0001216752	Pioneer Financial Services INC	Pioneer	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001225307	IBM Credit LLC	IBM Cre	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
0001228454	BCB Bancorp INC	BCB Ban	BCBP	2016	8.2500	1.0000	8.2500	11,254,103.0	92,846,349.75	0.0566
				2017	9.6200	1.0000	9.6200	15,031,691.0	144,604,867.42	0.0779
				2018	7.2200	1.0000	7.2200	15,801,875.0	114,089,537.50	0.0443
				2019	10.0900	1.0000	10.0900	16,478,735.0	166,270,436.15	0.0597
				2020	8.2400	1.0000	8.2400	17,081,191.0	140,749,013.84	0.0522
				2021	12.2400	1.0000	12.2400	17,033,147.0	208,485,719.28	0.0737
				2022	14.7900	1.0000	14.7900	16,891,520.0	249,825,580.80	0.0735
				2023	11.1700	1.0000	11.1700	16,848,006.0	188,192,227.02	0.0512
				2024	10.8000	1.0000	10.8000	17,047,974.0	184,118,119.20	0.0536
0001258602	Nelnet INC	Nelnet	NNI	2016	46.2200	1.0000	46.2200	30,684,273.0	1,418,227,098.06	0.0542
				2017	49.7700	1.0000	49.7700	29,370,343.0	1,461,761,971.11	0.0639
				2018	46.0100	1.0000	46.0100	29,257,880.0	1,346,155,058.80	0.0559
				2019	55.1800	1.0000	55.1800	28,416,724.0	1,568,034,830.32	0.0696
				2020	65.0000	1.0000	65.0000	27,169,876.0	1,766,041,940.00	0.0828
				2021	93.0700	1.0000	93.0700	27,560,397.0	2,565,046,148.79	0.1270
				2022	87.5400	1.0000	87.5400	26,437,070.0	2,314,301,107.80	0.1302
				2023	85.8500	1.0000	85.8500	26,655,134.0	2,288,343,253.90	0.1513
				2024	104.8500	1.0000	104.8500	25,625,046.0	2,686,786,073.10	0.2215
				2025	136.9600	1.0000	136.9600	25,316,448.0	3,467,340,718.08	0.2825
0001297341	Kentucky First Federal Bancorp	Kentuck	KFFB	2016	6.2000	1.0000	6.2000	8,439,515.0	52,324,993.00	0.2027
				2017	6.3900	1.0000	6.3900	8,444,515.0	53,960,450.85	0.1961
				2019	6.1000	1.0000	6.1000	8,294,515.0	50,596,541.50	0.1699
				2020	5.3900	1.0000	5.3900	8,244,215.0	44,436,318.85	0.1504
				2021	6.5200	1.0000	6.5200	8,217,377.0	53,577,298.04	0.1717
				2022	6.4900	1.0000	6.4900	8,154,695.0	52,923,970.55	0.1752
				2023	4.3900	1.0000	4.3900	8,086,715.0	35,500,678.85	0.1097
				2025	4.4400	1.0000	4.4400	nan	nan	nan
0001299709	Axos Financial Inc	Axos Fi	AX	2016	28.4900	1.0000	28.4900	63,299,376.0	1,803,399,222.24	0.2485
				2023	54.5100	1.0000	54.5100	57,732,167.0	3,146,980,423.17	0.1623
				2024	71.6100	1.0000	71.6100	57,092,434.0	4,088,389,198.74	0.1883
0001303942	Bankfinancial CORP	Bankfin	nan	2016	nan	nan	nan	19,271,211.0	nan	nan
				2017	nan	nan	nan	18,049,423.0	nan	nan
				2018	nan	nan	nan	16,996,173.0	nan	nan
				2019	nan	nan	nan	15,373,964.0	nan	nan
				2020	nan	nan	nan	14,780,628.0	nan	nan
				2021	nan	nan	nan	13,280,723.0	nan	nan
				2022	nan	nan	nan	12,922,174.0	nan	nan
				2023	nan	nan	nan	12,547,390.0	nan	nan
				2024	nan	nan	nan	12,460,678.0	nan	nan
0001337068	Magyar Bancorp Inc	Magyar	MGYR	2016	8.7400	1.2210	10.6700	5,820,746.0	62,107,359.82	0.1108
				2017	9.6400	1.2210	11.7700	5,820,746.0	68,510,180.42	0.1185
				2018	8.8800	1.2210	10.8400	5,820,746.0	63,096,886.64	0.1055
				2019	9.3200	1.2210	11.3800	5,820,746.0	66,240,089.48	0.1099
				2020	7.1100	1.2210	8.6800	5,810,746.0	50,437,275.28	0.0695
				2021	11.3500	1.0000	11.3500	7,097,825.0	80,560,313.75	0.1111
				2023	10.7000	1.0000	10.7000	6,657,798.0	71,238,438.60	0.0833
				2024	14.2100	1.0000	14.2100	6,653,933.0	94,552,387.93	0.1054
				2025	17.4000	1.0000	17.4000	nan	nan	nan
0001341318	LAKE Shore Bancorp INC	LAKE Sh	nan	2016	nan	nan	nan	6,097,756.0	nan	nan
				2017	nan	nan	nan	6,097,818.0	nan	nan
				2018	nan	nan	nan	6,019,919.0	nan	nan
				2019	nan	nan	nan	5,943,173.0	nan	nan
				2020	nan	nan	nan	5,828,048.0	nan	nan
				2021	nan	nan	nan	5,693,024.0	nan	nan
				2022	nan	nan	nan	5,707,387.0	nan	nan
0001367859	Citizens Community Bancorp Inc	Citizen	CZWI	2016	10.3000	1.0000	10.3000	5,261,170.0	54,190,051.00	0.0817
				2017	11.4100	1.0000	11.4100	5,883,656.0	67,132,514.96	0.0743
				2018	9.5900	1.0000	9.5900	10,953,512.0	105,044,180.08	0.1157
				2019	10.6900	1.0000	10.6900	11,269,726.0	120,473,370.94	0.0828
				2020	9.6600	1.0000	9.6600	11,154,563.0	107,753,078.58	0.0687
				2021	12.4700	1.0000	12.4700	10,502,442.0	130,965,451.74	0.0791
				2022	10.7600	1.0000	10.7600	10,483,610.0	112,803,643.60	0.0651
				2023	10.8300	1.0000	10.8300	10,468,091.0	113,369,425.53	0.0642
				2024	15.8400	1.0000	15.8400	10,033,890.0	158,936,817.60	0.0958
				2025	17.8700	1.0000	17.8700	9,659,745.0	172,619,643.15	0.1023
0001373561	First Eagle Private Credit LLC	First E	nan	2016	nan	nan	nan	nan	nan	nan
0001382230	ESSA Bancorp Inc	ESSA Ba	nan	2016	nan	nan	nan	11,407,934.0	nan	nan
				2017	nan	nan	nan	11,611,681.0	nan	nan
				2018	nan	nan	nan	11,611,681.0	nan	nan
				2019	nan	nan	nan	11,290,506.0	nan	nan
				2020	nan	nan	nan	18,133,095.0	nan	nan
				2021	nan	nan	nan	18,133,095.0	nan	nan
				2022	nan	nan	nan	18,133,095.0	nan	nan
				2023	nan	nan	nan	18,133,095.0	nan	nan
0001386044	Awareness Group Inc	Awarene	TAAG	2024	0.1300	1.0000	0.1300	55,308,825.0	7,190,147.25	0.3969
0001386044	Awareness Group Inc	Awarene	TAAG	2025	0.0200	1.0000	0.0200	59,608,825.0	1,192,176.50	0.0453
0001391933	Quaint OAK Bancorp INC	Quaint	QNTO	2016	9.2900	1.0000	9.2900	1,879,243.0	17,458,167.47	0.0848
				2017	10.4100	1.0000	10.4100	1,917,223.0	19,958,291.43	0.0873
				2018	9.6200	1.0000	9.6200	1,986,410.0	19,109,264.20	0.0736
				2019	11.8300	1.0000	11.8300	1,996,642.0	23,620,274.86	0.0816
				2020	12.5300	1.0000	12.5300	1,992,549.0	24,966,638.97	0.0532
				2021	16.5400	1.0000	16.5400	2,005,207.0	33,166,123.78	0.0619
				2022	19.7200	1.0000	19.7200	2,053,527.0	40,495,552.44	0.0527
				2023	11.0200	1.0000	11.0200	2,390,285.0	26,340,940.70	0.0362
				2024	10.4900	1.0000	10.4900	2,633,465.0	27,625,047.85	0.0419
				2025	11.3700	1.0000	11.3700	2,640,997.0	30,028,135.89	0.0462
0001393612	Discover Financial Services	Discove	nan	2016	nan	nan	nan	394,398,659.0	nan	nan
				2017	nan	nan	nan	363,380,629.0	nan	nan
				2018	nan	nan	nan	335,964,673.0	nan	nan
				2019	nan	nan	nan	313,468,253.0	nan	nan
				2020	nan	nan	nan	306,496,332.0	nan	nan
				2021	nan	nan	nan	293,075,754.0	nan	nan
				2022	nan	nan	nan	273,225,765.0	nan	nan
				2023	nan	nan	nan	250,057,955.0	nan	nan
				2024	nan	nan	nan	251,226,920.0	nan	nan
0001404296	Atlantic Coast Financial CORP	Atlanti	nan	2016	nan	nan	nan	nan	nan	nan
0001404296	Atlantic Coast Financial CORP	Atlanti	nan	2017	nan	nan	nan	nan	nan	nan
0001408534	First Guaranty Bancshares Inc	First G	FGBI	2016	13.2100	1.3310	17.5800	7,609,194.0	133,769,630.52	0.0930
				2017	16.3500	1.2100	19.7800	8,007,182.0	158,382,059.96	0.0944
				2018	14.0500	1.2100	17.0000	8,807,175.0	149,721,975.00	0.0859
				2019	15.8400	1.1000	17.4200	8,856,388.0	154,278,278.96	0.0759
				2020	13.8800	1.1000	15.2700	9,741,253.0	148,748,933.31	0.0624
				2021	18.2100	1.0000	18.2100	9,741,253.0	177,388,217.13	0.0641
				2022	21.3400	1.0000	21.3400	10,716,796.0	228,696,426.64	0.0754
				2023	10.6200	1.0000	10.6200	11,431,083.0	121,398,101.46	0.0354
				2024	11.6100	1.0000	11.6100	12,504,717.0	145,179,764.37	0.0378
0001409970	Lendingclub Corp	Lending	LC	2016	26.0500	0.2000	5.2100	394,289,150.0	2,054,246,471.50	0.4048
				2017	20.5700	0.2000	4.1100	414,869,736.0	1,705,114,614.96	0.4087
				2018	13.3500	0.2000	2.6700	426,208,997.0	1,137,978,021.99	0.3363
				2019	12.6400	1.0000	12.6400	88,132,589.0	1,113,995,924.96	0.4401
				2020	8.6000	1.0000	8.6000	91,501,794.0	786,915,428.40	0.5239
				2023	8.7000	1.0000	8.7000	109,648,769.0	953,944,290.30	0.1163
				2024	16.5200	1.0000	16.5200	112,401,990.0	1,856,880,874.80	0.1864
				2025	19.6300	1.0000	19.6300	115,301,440.0	2,263,367,267.20	0.2092
0001434621	Lendingtree Inc	Lending	TREE	2016	103.3300	1.0000	103.3300	11,789,606.0	1,218,219,987.98	5.8647
				2017	341.2000	1.0000	341.2000	11,968,798.0	4,083,753,877.60	7.4791
				2018	218.5600	1.0000	218.5600	12,827,755.0	2,803,634,132.80	3.8777
				2019	293.5900	1.0000	293.5900	12,999,152.0	3,816,421,035.68	5.1102
				2020	274.0100	1.0000	274.0100	13,122,650.0	3,595,737,326.50	3.5721
				2021	122.2600	1.0000	122.2600	13,335,464.0	1,630,393,828.64	1.5161
				2022	19.3900	1.0000	19.3900	12,785,635.0	247,913,462.65	0.2263
				2023	30.7400	1.0000	30.7400	13,002,786.0	399,705,641.64	0.5396
				2024	39.1200	1.0000	39.1200	13,224,515.0	517,343,026.80	0.7253
				2025	53.1100	1.0000	53.1100	13,670,696.0	726,050,664.56	1.0193
0001435508	First Savings Financial Group Inc	First S	nan	2017	nan	nan	nan	2,243,139.0	nan	nan
				2018	nan	nan	nan	2,300,810.0	nan	nan
				2019	nan	nan	nan	2,350,869.0	nan	nan
				2020	nan	nan	nan	2,374,472.0	nan	nan
				2021	nan	nan	nan	7,169,826.0	nan	nan
				2022	nan	nan	nan	6,991,313.0	nan	nan
				2023	nan	nan	nan	6,883,960.0	nan	nan
0001436425	HOME Bancorp INC	HOME Ba	HBCP	2019	33.1600	1.0000	33.1600	9,275,629.0	307,579,857.64	0.1506
				2020	25.0000	1.0000	25.0000	8,755,250.0	218,881,250.00	0.0900
				2021	37.2300	1.0000	37.2300	8,523,524.0	317,330,798.52	0.1149
				2022	37.2800	1.0000	37.2800	8,281,634.0	308,739,315.52	0.1008
				2023	40.1900	1.0000	40.1900	8,147,869.0	327,462,855.11	0.1044
				2024	44.8300	1.0000	44.8300	8,076,080.0	362,050,666.40	0.1115
				2025	58.8800	1.0000	58.8800	7,828,144.0	460,921,118.72	0.1407
0001447051	Territorial Bancorp Inc	Territo	nan	2016	nan	nan	nan	9,764,169.0	nan	nan
				2017	nan	nan	nan	9,880,501.0	nan	nan
				2020	nan	nan	nan	9,513,867.0	nan	nan
				2021	nan	nan	nan	9,324,060.0	nan	nan
				2022	nan	nan	nan	9,113,668.0	nan	nan
				2023	nan	nan	nan	8,826,613.0	nan	nan
0001454389	Stonegate Mortgage CORP	Stonega	nan	2016	nan	nan	nan	nan	nan	nan
0001464343	Atlanticus Holdings Corp	Atlanti	ATLCP	2019	nan	nan	nan	15,869,838.0	nan	nan
				2020	nan	nan	nan	15,962,016.0	nan	nan
				2021	17.5400	1.0000	17.5400	15,093,840.0	264,745,953.60	0.1530
				2022	13.2300	1.0000	13.2300	14,445,295.0	191,111,252.85	0.0887
				2023	19.1100	1.0000	19.1100	14,587,537.0	278,767,832.07	0.1142
				2024	21.0000	1.0000	21.0000	14,738,862.0	309,516,102.00	0.1038
				2025	23.5200	1.0000	23.5200	15,141,530.0	356,128,785.60	0.0488
0001478726	Charter Financial CORP	Charter	nan	2016	nan	nan	nan	nan	nan	nan
0001478726	Charter Financial CORP	Charter	nan	2017	nan	nan	nan	nan	nan	nan
0001487052	Legacytexas Financial Group Inc	Legacyt	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001490906	Capitol Federal Financial Inc	Capitol	CFFN	2016	8.9100	1.0000	8.9100	137,883,847.0	1,228,545,076.77	0.1434
				2021	8.5200	1.0000	8.5200	138,845,184.0	1,182,960,967.68	0.1312
				2022	7.0100	1.0000	7.0100	137,494,579.0	963,836,998.79	0.1061
				2023	5.7300	1.0000	5.7300	135,243,275.0	774,943,965.75	0.0802
				2024	5.4800	1.0000	5.4800	132,774,365.0	727,603,520.20	0.0807
				2025	6.8500	1.0000	6.8500	131,813,305.0	902,921,139.25	0.0975
0001493225	Northfield Bancorp Inc	Northfi	NFBK	2016	14.2800	1.0000	14.2800	48,332,763.0	690,191,855.64	0.1950
				2017	12.6400	1.0000	12.6400	48,879,812.0	617,840,823.68	0.1682
				2018	9.8000	1.0000	9.8000	49,542,865.0	485,520,077.00	0.1192
				2019	13.1400	1.0000	13.1400	49,175,347.0	646,164,059.58	0.1372
				2020	9.7200	1.0000	9.7200	53,122,550.0	516,351,186.00	0.1005
				2021	13.3700	1.0000	13.3700	49,619,086.0	663,407,179.82	0.1311
				2022	13.2500	1.0000	13.2500	47,770,575.0	632,960,118.75	0.1205
				2023	11.0000	1.0000	11.0000	44,956,118.0	494,517,298.00	0.0942
				2024	11.0700	1.0000	11.0700	42,904,081.0	474,948,176.67	0.0894
				2025	11.6200	1.0000	11.6200	41,801,495.0	485,733,371.90	0.0898
0001500213	SI Financial Group Inc	SI Fina	nan	2016	nan	nan	nan	12,210,104.0	nan	nan
				2017	nan	nan	nan	12,231,434.0	nan	nan
				2018	nan	nan	nan	12,033,611.0	nan	nan
0001500375	Home Federal Bancorp Inc of Louisiana	Home Fe	HFBL	2016	10.5600	2.0000	21.1200	1,966,084.0	41,523,694.08	0.1153
				2017	11.1700	2.0000	22.3400	1,928,160.0	43,075,094.40	0.1068
				2018	11.9100	2.0000	23.8200	1,879,702.0	44,774,501.64	0.1124
				2019	15.0300	2.0000	30.0600	1,793,763.0	53,920,515.78	0.1292
				2020	11.6000	2.0000	23.2000	1,683,465.0	39,056,388.00	0.0792
				2021	17.5600	1.0000	17.5600	3,352,356.0	58,867,371.36	0.1091
				2022	15.1500	1.0000	15.1500	3,111,745.0	47,142,936.75	0.0836
0001500836	Wolverine Bancorp Inc	Wolveri	nan	2016	nan	nan	nan	nan	nan	nan
0001501078	Oconee Federal Financial Corp	Oconee	OFED	2016	18.9000	1.0000	18.9000	5,803,309.0	109,682,540.10	0.2476
				2017	24.6200	1.0000	24.6200	5,756,127.0	141,715,846.74	0.3233
				2018	21.1300	1.0000	21.1300	5,762,245.0	121,756,236.85	0.2733
				2019	22.3900	1.0000	22.3900	5,719,153.0	128,051,835.67	0.2647
				2020	22.8400	1.0000	22.8400	5,604,430.0	128,005,181.20	0.2716
0001502749	TIAA FSB Holdings Inc	TIAA FS	nan	2016	nan	nan	nan	nan	nan	nan
0001504008	Bankunited Inc	Bankuni	BKU	2016	28.3100	1.0000	28.3100	104,140,995.0	2,948,231,568.45	0.1105
				2018	23.1100	1.0000	23.1100	103,066,802.0	2,381,873,794.22	0.0776
				2019	29.6800	1.0000	29.6800	94,945,379.0	2,817,978,848.72	0.0898
				2020	28.5600	1.0000	28.5600	92,387,292.0	2,638,581,059.52	0.0787
				2021	36.0700	1.0000	36.0700	89,090,636.0	3,213,499,240.52	0.0937
				2022	29.4300	1.0000	29.4300	77,270,109.0	2,274,059,307.87	0.0635
				2023	29.7700	1.0000	29.7700	74,382,141.0	2,214,356,337.57	0.0642
				2024	36.5500	1.0000	36.5500	74,749,012.0	2,732,076,388.60	0.0807
				2025	44.6400	1.0000	44.6400	75,142,571.0	3,354,364,369.44	0.1001
0001511071	Poage Bankshares Inc	Poage B	nan	2016	nan	nan	nan	nan	nan	nan
0001511071	Poage Bankshares Inc	Poage B	nan	2017	nan	nan	nan	nan	nan	nan
0001511198	First Connecticut Bancorp Inc	First C	nan	2016	nan	nan	nan	nan	nan	nan
0001511198	First Connecticut Bancorp Inc	First C	nan	2017	nan	nan	nan	nan	nan	nan
0001514743	IF Bancorp Inc	IF Banc	nan	2017	nan	nan	nan	3,940,408.0	nan	nan
				2018	nan	nan	nan	3,871,408.0	nan	nan
				2019	nan	nan	nan	3,265,771.0	nan	nan
				2020	nan	nan	nan	3,240,376.0	nan	nan
				2021	nan	nan	nan	3,253,876.0	nan	nan
				2022	nan	nan	nan	3,337,626.0	nan	nan
				2023	nan	nan	nan	3,354,626.0	nan	nan
0001519401	Regional Management Corp	Regiona	RM	2016	21.8800	1.0000	21.8800	11,444,998.0	250,416,556.24	0.4116
				2017	21.7600	1.0000	21.7600	11,666,864.0	253,870,960.64	0.3576
				2018	19.6300	1.0000	19.6300	11,791,234.0	231,461,923.42	0.2833
				2019	25.1800	1.0000	25.1800	11,027,101.0	277,662,403.18	0.2757
				2020	23.8600	1.0000	23.8600	11,335,781.0	270,471,734.66	0.2794
				2021	48.4100	1.0000	48.4100	9,911,784.0	479,829,463.44	0.3640
				2022	24.2000	1.0000	24.2000	9,585,782.0	231,975,924.40	0.1477
0001520300	ASB Bancorp Inc	ASB Ban	nan	2016	nan	nan	nan	nan	nan	nan
0001522327	Entegra Financial Corp	Entegra	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001526952	Wellesley Bancorp Inc	Wellesl	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001527383	Bankguam Holding Co	Bankgua	nan	2016	nan	nan	nan	9,259,491.0	nan	nan
				2017	nan	nan	nan	9,342,494.0	nan	nan
				2018	nan	nan	nan	9,640,738.0	nan	nan
				2019	nan	nan	nan	9,665,581.0	nan	nan
				2020	nan	nan	nan	9,695,283.0	nan	nan
				2021	nan	nan	nan	9,731,275.0	nan	nan
0001529864	Enova International Inc	Enova I	ENVA	2016	12.7000	1.0000	12.7000	33,214,594.0	421,825,343.80	0.4922
				2017	15.4200	1.0000	15.4200	33,464,780.0	516,026,907.60	0.5068
				2018	18.6600	1.0000	18.6600	34,274,785.0	639,567,488.10	0.5542
				2019	23.5900	1.0000	23.5900	33,770,368.0	796,642,981.12	0.5748
				2020	24.6500	1.0000	24.6500	35,666,115.0	879,169,734.75	0.5332
				2021	40.4800	1.0000	40.4800	36,421,332.0	1,474,335,519.36	0.6655
				2022	38.1600	1.0000	38.1600	31,459,925.0	1,200,510,738.00	0.3765
0001530249	FS Bancorp Inc	FS Banc	FSBW	2016	14.6200	2.0000	29.2400	3,057,753.0	89,408,697.72	0.1136
				2017	22.8100	2.0000	45.6200	3,674,902.0	167,649,029.24	0.1821
				2018	17.7000	2.0000	35.4000	3,736,960.0	132,288,384.00	0.0864
				2019	26.6400	2.0000	53.2800	4,452,872.0	237,249,020.16	0.1471
				2020	24.4700	2.0000	48.9400	4,240,828.0	207,546,122.32	0.1039
				2021	29.1000	1.0000	29.1000	8,187,383.0	238,252,845.30	0.1102
				2022	29.7500	1.0000	29.7500	7,704,373.0	229,205,096.75	0.0911
				2023	34.5100	1.0000	34.5100	7,797,923.0	269,106,322.73	0.0947
				2024	39.7700	1.0000	39.7700	7,817,172.0	310,888,930.44	0.1079
				2025	41.6200	1.0000	41.6200	7,518,462.0	312,918,388.44	0.1028
0001531031	Esquire Financial Holdings Inc	Esquire	ESQ	2017	18.6300	1.0000	18.6300	7,326,536.0	136,493,365.68	0.2774
				2018	19.6900	1.0000	19.6900	7,445,723.0	146,606,285.87	0.2374
				2019	25.1600	1.0000	25.1600	7,541,670.0	189,748,417.20	0.2555
				2020	18.7100	1.0000	18.7100	7,662,840.0	143,371,736.40	0.1641
				2021	30.2400	1.0000	30.2400	7,847,494.0	237,308,218.56	0.2144
				2022	41.4200	1.0000	41.4200	8,149,321.0	337,544,875.82	0.2564
				2023	48.8300	1.0000	48.8300	8,204,186.0	400,610,402.38	0.2640
0001538263	Hometrust Bancshares Inc	Hometru	HTB	2016	23.7700	1.0000	23.7700	18,000,750.0	427,877,827.50	0.1686
				2017	23.9900	1.0000	23.9900	18,962,075.0	454,900,179.25	0.1513
				2018	22.8700	1.0000	22.8700	18,659,480.0	426,742,307.60	0.1377
				2019	24.5200	1.0000	24.5200	17,744,534.0	435,095,973.68	0.1330
				2020	17.8700	1.0000	17.8700	17,020,724.0	304,160,337.88	0.0864
				2021	29.0600	1.0000	29.0600	16,316,211.0	474,149,091.66	0.1425
				2022	23.0300	1.0000	23.0300	15,628,048.0	359,913,945.44	0.1073
				2024	33.5400	1.0000	33.5400	17,529,922.0	587,953,583.88	0.1361
				2025	43.4400	1.0000	43.4400	17,444,032.0	757,768,750.08	0.1785
0001541119	Sound Financial Bancorp Inc	Sound F	SFBC	2016	23.6400	1.0000	23.6400	2,498,604.0	59,066,998.56	0.1058
				2017	28.6400	1.0000	28.6400	2,510,045.0	71,887,688.80	0.1173
				2018	28.6200	1.0000	28.6200	2,539,814.0	72,689,476.68	0.1068
				2019	31.5500	1.0000	31.5500	2,567,946.0	81,018,696.30	0.1190
				2021	41.1900	1.0000	41.1900	2,617,425.0	107,811,735.75	0.1235
				2022	36.8600	1.0000	36.8600	2,583,619.0	95,232,196.34	0.1027
				2023	37.7000	1.0000	37.7000	2,568,707.0	96,840,253.90	0.1025
				2024	51.4800	1.0000	51.4800	2,564,095.0	131,999,610.60	0.1402
0001544190	Shepherd s Finance LLC	Shepher	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
				2023	nan	nan	nan	nan	nan	nan
				2024	nan	nan	nan	nan	nan	nan
				2025	nan	nan	nan	nan	nan	nan
0001550603	Malvern Bancorp INC	Malvern	nan	2017	nan	nan	nan	6,572,684.0	nan	nan
				2018	nan	nan	nan	7,771,356.0	nan	nan
				2019	nan	nan	nan	7,763,785.0	nan	nan
				2020	nan	nan	nan	7,609,953.0	nan	nan
				2022	nan	nan	nan	7,633,828.0	nan	nan
0001552493	CNH Industrial Capital LLC	CNH Ind	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
				2023	nan	nan	nan	nan	nan	nan
				2024	nan	nan	nan	nan	nan	nan
0001556727	First Northwest Bancorp	First N	FNWB	2016	14.4500	1.0000	14.4500	12,967,346.0	187,378,149.70	0.2047
				2018	13.5000	1.0000	13.5000	11,325,618.0	152,895,843.00	0.1304
				2019	16.1700	1.0000	16.1700	10,734,332.0	173,574,148.44	0.1424
				2020	14.2400	1.0000	14.2400	10,234,204.0	145,735,064.96	0.0934
				2021	18.6200	1.0000	18.6200	10,026,076.0	186,685,535.12	0.1023
				2022	13.7400	1.0000	13.7400	9,949,057.0	136,700,043.18	0.0696
				2023	15.1900	1.0000	15.1900	9,618,440.0	146,104,103.60	0.0689
0001568669	Pnmac Holdings Inc	Pnmac H	nan	2016	nan	nan	nan	nan	nan	nan
0001568669	Pnmac Holdings Inc	Pnmac H	nan	2017	nan	nan	nan	nan	nan	nan
0001569994	Waterstone Financial Inc	Waterst	WSBF	2016	10.8700	1.0000	10.8700	29,164,384.0	317,016,854.08	0.2000
				2017	10.8900	1.0000	10.8900	29,489,346.0	321,138,977.94	0.2008
				2018	10.4800	1.0000	10.4800	28,829,339.0	302,131,472.72	0.1762
				2019	13.1900	1.0000	13.1900	27,148,411.0	358,087,541.09	0.1990
				2020	13.8400	1.0000	13.8400	25,161,736.0	348,238,426.24	0.1760
				2021	17.3200	1.0000	17.3200	24,926,117.0	431,720,346.44	0.2159
				2022	14.3200	1.0000	14.3200	22,190,271.0	317,764,680.72	0.1721
				2023	12.7100	1.0000	12.7100	20,576,571.0	261,528,217.41	0.1281
				2024	12.6700	1.0000	12.6700	19,373,139.0	245,457,671.13	0.1203
				2025	16.2100	1.0000	16.2100	18,456,918.0	299,186,640.78	0.1435
0001571398	Vecta INC	Vecta I	nan	2016	nan	nan	nan	793,500.0	nan	nan
				2017	nan	nan	nan	793,500.0	nan	nan
				2018	nan	nan	nan	793,500.0	nan	nan
0001578776	Prudential Bancorp INC	Prudent	nan	2016	nan	nan	nan	8,045,544.0	nan	nan
0001580608	Santander Consumer USA Holdings Inc	Santand	nan	2016	nan	nan	nan	358,039,346.0	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	306,070,972.0	nan	nan
0001584207	Onemain Holdings Inc	Onemain	OMF	2016	10.0400	1.0000	10.0400	134,754,696.0	1,352,937,147.84	0.0816
				2017	11.4200	1.0000	11.4200	135,306,282.0	1,545,197,740.44	0.0868
				2018	10.8300	1.0000	10.8300	135,794,189.0	1,470,651,066.87	0.0809
				2019	20.9900	1.0000	20.9900	136,101,006.0	2,856,760,115.94	0.1383
				2020	26.5800	1.0000	26.5800	134,325,845.0	3,570,380,960.10	0.1720
				2021	34.1600	1.0000	34.1600	131,356,199.0	4,487,127,757.84	0.2186
				2022	24.7400	1.0000	24.7400	122,211,896.0	3,023,522,307.04	0.1438
				2023	40.4800	1.0000	40.4800	119,904,122.0	4,853,718,858.56	0.2138
				2024	46.6000	1.0000	46.6000	119,352,366.0	5,561,820,255.60	0.2287
				2025	65.9700	1.0000	65.9700	117,731,910.0	7,766,774,102.70	0.3024
0001585023	Coastway Bancorp Inc	Coastwa	nan	2016	nan	nan	nan	nan	nan	nan
0001585023	Coastway Bancorp Inc	Coastwa	nan	2017	nan	nan	nan	nan	nan	nan
0001599891	Sunshine Bancorp Inc	Sunshin	nan	2016	nan	nan	nan	nan	nan	nan
0001617242	Kearny Financial Corp	Kearny	KRNY	2018	8.8300	1.0000	8.8300	96,331,850.0	850,610,235.50	0.1430
				2019	10.0800	1.0000	10.0800	86,108,298.0	867,971,643.84	0.1430
				2020	7.9000	1.0000	7.9000	89,510,451.0	707,132,562.90	0.1137
				2021	10.1600	1.0000	10.1600	75,049,972.0	762,507,715.52	0.1127
				2022	8.2100	1.0000	8.2100	67,567,771.0	554,731,399.91	0.0762
				2023	7.7700	1.0000	7.7700	64,539,047.0	501,468,395.19	0.0657
				2024	6.6100	1.0000	6.6100	64,579,683.0	426,871,704.63	0.0585
0001617291	MB Bancorp Inc	MB Banc	nan	2016	nan	nan	nan	1,904,400.0	nan	nan
0001617291	MB Bancorp Inc	MB Banc	nan	2018	nan	nan	nan	1,960,620.0	nan	nan
0001627811	Mr Amazing Loans Corp	Mr Amaz	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001628468	HUI YING Financial Holdings Corp	HUI YIN	nan	2016	nan	nan	nan	nan	nan	nan
0001635261	MSB Financial CORP	MSB Fin	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001635484	Cincinnati Bancorp	Cincinn	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001635840	Provident Bancorp Inc	Provide	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001644482	New Bancorp Inc	New Ban	nan	2016	nan	nan	nan	nan	nan	nan
0001644482	New Bancorp Inc	New Ban	nan	2017	nan	nan	nan	nan	nan	nan
0001651987	Central Federal Bancshares Inc	Central	nan	2018	nan	nan	nan	nan	nan	nan
0001652106	PB Bancorp Inc	PB Banc	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001667840	Best Hometown Bancorp Inc	Best Ho	nan	2017	nan	nan	nan	nan	nan	nan
0001667840	Best Hometown Bancorp Inc	Best Ho	nan	2018	nan	nan	nan	nan	nan	nan
0001667939	FSB Bancorp Inc	FSB Ban	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001667944	WCF Bancorp Inc	WCF Ban	nan	2017	nan	nan	nan	2,561,542.0	nan	nan
0001667944	WCF Bancorp Inc	WCF Ban	nan	2018	nan	nan	nan	2,561,542.0	nan	nan
0001668340	Bancorp 34 Inc	Bancorp	BCTF	2017	12.7400	1.0000	12.7400	3,443,922.0	43,875,566.28	0.1412
0001668340	Bancorp 34 Inc	Bancorp	BCTF	2018	13.3800	1.0000	13.3800	3,397,565.0	45,459,419.70	0.1262
0001675192	Ottawa Bancorp Inc	Ottawa	nan	2016	nan	nan	nan	3,456,111.0	nan	nan
				2017	nan	nan	nan	3,469,402.0	nan	nan
				2018	nan	nan	nan	3,385,057.0	nan	nan
				2019	nan	nan	nan	3,173,074.0	nan	nan
0001680379	Sterling Bancorp Inc	Sterlin	nan	2018	nan	nan	nan	53,012,283.0	nan	nan
				2019	nan	nan	nan	50,203,081.0	nan	nan
				2020	nan	nan	nan	49,973,861.0	nan	nan
				2021	nan	nan	nan	50,449,063.0	nan	nan
				2022	nan	nan	nan	50,800,012.0	nan	nan
				2023	nan	nan	nan	52,072,631.0	nan	nan
0001682593	Community Savings Bancorp Inc	Communi	nan	2018	nan	nan	nan	nan	nan	nan
0001691337	PCSB Financial Corp	PCSB Fi	nan	2017	nan	nan	nan	18,165,110.0	nan	nan
				2018	nan	nan	nan	18,348,994.0	nan	nan
				2019	nan	nan	nan	17,715,339.0	nan	nan
				2020	nan	nan	nan	16,417,737.0	nan	nan
				2021	nan	nan	nan	15,522,239.0	nan	nan
0001691507	Community First Bancshares Inc	Communi	nan	2017	nan	nan	nan	nan	nan	nan
0001691507	Community First Bancshares Inc	Communi	nan	2018	nan	nan	nan	nan	nan	nan
0001695963	Korth Direct Mortgage Inc	Korth D	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
				2023	nan	nan	nan	nan	nan	nan
				2024	nan	nan	nan	nan	nan	nan
0001698022	Farmers Merchants Bancshares Inc	Farmers	FMFG	2017	13.0600	1.7490	22.8400	1,660,700.0	37,930,388.00	0.0993
				2018	13.6600	1.7490	23.8900	1,675,200.0	40,020,528.00	0.1015
				2019	14.8200	1.0000	14.8200	2,959,777.0	43,863,895.14	0.1051
				2020	11.0800	1.0000	11.0800	2,991,964.0	33,150,961.12	0.0509
				2021	21.0800	1.0000	21.0800	3,023,487.0	63,735,105.96	0.0926
				2022	19.5000	1.0000	19.5000	3,053,487.0	59,542,996.50	0.0858
				2023	16.0600	1.0000	16.0600	3,092,368.0	49,663,430.08	0.0642
				2024	15.7500	1.0000	15.7500	3,145,974.0	49,549,090.50	0.0607
				2025	17.0000	1.0000	17.0000	3,202,935.0	54,449,895.00	0.0649
0001699018	Eagle Financial Bancorp Inc	Eagle F	nan	2018	nan	nan	nan	1,625,708.0	nan	nan
0001699018	Eagle Financial Bancorp Inc	Eagle F	nan	2019	nan	nan	nan	1,606,058.0	nan	nan
0001700175	Heritage NOLA Bancorp Inc	Heritag	nan	2017	nan	nan	nan	1,653,125.0	nan	nan
				2018	nan	nan	nan	1,687,736.0	nan	nan
				2019	nan	nan	nan	1,549,659.0	nan	nan
0001703489	PDL Community Bancorp	PDL Com	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	17,074,560.0	nan	nan
0001708715	Seneca Financial Corp	Seneca	nan	2017	nan	nan	nan	1,978,923.0	nan	nan
				2018	nan	nan	nan	1,978,923.0	nan	nan
				2019	nan	nan	nan	1,912,959.0	nan	nan
0001709017	FFBW Inc	FFBW In	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001716188	SSB Bancorp Inc	SSB Ban	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	2,248,250.0	nan	nan
				2019	nan	nan	nan	2,259,265.0	nan	nan
0001734875	Mid Southern Bancorp Inc	Mid Sou	nan	2018	nan	nan	nan	3,570,515.0	nan	nan
				2019	nan	nan	nan	3,532,157.0	nan	nan
				2020	nan	nan	nan	3,174,657.0	nan	nan
				2021	nan	nan	nan	3,017,340.0	nan	nan
				2022	nan	nan	nan	2,869,586.0	nan	nan
0001742089	CBM Bancorp INC	CBM Ban	nan	2018	nan	nan	nan	4,232,000.0	nan	nan
				2019	nan	nan	nan	4,232,000.0	nan	nan
				2020	nan	nan	nan	3,713,058.0	nan	nan
0001745916	Pennymac Financial Services Inc	Pennyma	PFSI	2018	18.9300	1.0000	18.9300	77,490,572.0	1,466,896,527.96	0.2206
				2019	31.3100	1.0000	31.3100	78,448,596.0	2,456,225,540.76	0.2678
				2020	61.1300	1.0000	61.1300	72,444,213.0	4,428,514,740.69	0.1481
				2021	66.1200	1.0000	66.1200	59,029,210.0	3,903,011,365.20	0.2287
				2022	54.2800	1.0000	54.2800	50,081,414.0	2,718,419,151.92	0.1802
				2023	86.2500	1.0000	86.2500	49,925,752.0	4,306,096,110.00	0.2522
0001751692	1895 Bancorp of Wisconsin Inc	1895 Ba	nan	2020	nan	nan	nan	4,769,952.0	nan	nan
0001769267	First Seacoast Bancorp	First S	nan	2021	nan	nan	nan	6,012,266.0	nan	nan
0001769725	Eureka Homestead Bancorp Inc	Eureka	nan	2019	nan	nan	nan	1,429,676.0	nan	nan
0001778784	Provident Bancorp Inc MD	Provide	nan	2019	nan	nan	nan	19,484,493.0	nan	nan
				2020	nan	nan	nan	19,425,141.0	nan	nan
				2021	nan	nan	nan	17,925,430.0	nan	nan
				2023	nan	nan	nan	17,681,916.0	nan	nan
				2024	nan	nan	nan	17,730,043.0	nan	nan
0001781730	Third Coast Bancshares Inc	Third C	TCBX	2021	26.1600	1.0000	26.1600	13,350,682.0	349,253,841.12	0.1487
0001781730	Third Coast Bancshares Inc	Third C	TCBX	2022	18.5900	1.0000	18.5900	13,531,736.0	251,554,972.24	0.0702
0001783398	UWM Holdings Corp	UWM Hol	UWMC	2020	8.4200	1.0000	8.4200	42,500,000.0	357,850,000.00	1.6058
				2021	4.4600	1.0000	4.4600	100,367,478.0	447,638,951.88	0.0214
				2022	2.8700	1.0000	2.8700	92,575,551.0	265,691,831.37	0.0221
				2023	6.0800	1.0000	6.0800	93,654,269.0	569,417,955.52	0.0535
				2024	5.1900	1.0000	5.1900	157,913,983.0	819,573,571.77	0.0560
				2025	4.5100	1.0000	4.5100	254,803,110.0	1,149,162,026.10	0.0713
0001787005	Cincinnati Bancorp Inc	Cincinn	nan	2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	2,975,625.0	nan	nan
				2021	nan	nan	nan	2,929,622.0	nan	nan
0001787384	FFBW Inc MD	FFBW In	nan	2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	7,707,375.0	nan	nan
				2021	nan	nan	nan	6,875,920.0	nan	nan
0001787414	Bogota Financial Corp	Bogota	BSBK	2019	nan	nan	nan	nan	nan	nan
				2020	9.1600	1.0000	9.1600	13,157,525.0	120,522,929.00	0.1780
				2021	10.1900	1.0000	10.1900	14,631,679.0	149,096,809.01	0.1954
				2022	11.4800	1.0000	11.4800	14,059,388.0	161,401,774.24	0.1832
0001805284	Rocket Companies Inc	Rocket	RKT	2020	17.9600	1.0000	17.9600	115,372,565.0	2,072,091,267.40	0.0617
				2021	12.9800	1.0000	12.9800	135,133,288.0	1,754,030,078.24	0.0629
				2022	6.9600	1.0000	6.9600	121,778,560.0	847,578,777.60	0.0535
				2023	13.8200	1.0000	13.8200	133,397,194.0	1,843,549,221.08	0.1223
				2024	10.7000	1.0000	10.7000	145,835,235.0	1,560,437,014.50	0.0781
				2025	19.3000	1.0000	19.3000	967,010,557.0	18,663,303,750.10	0.3790
0001805526	DeFi Development Corp	DeFi De	DFDV	2023	1.1800	0.8750	1.0300	9,995,073.0	10,294,925.19	2.7398
0001805526	DeFi Development Corp	DeFi De	DFDV	2024	0.7200	7.0000	5.0400	11,299,582.0	56,949,893.28	21.6968
0001806201	Open Lending Corp	Open Le	LPRO	2021	22.9300	1.0000	22.9300	126,190,351.0	2,893,544,748.43	12.0900
				2022	6.6000	1.0000	6.6000	126,300,303.0	833,581,999.80	3.0487
				2023	8.3000	1.0000	8.3000	119,753,737.0	993,956,017.10	3.6622
				2024	5.8800	1.0000	5.8800	119,350,001.0	701,778,005.88	2.7295
				2025	1.6200	1.0000	1.6200	118,189,443.0	191,466,897.66	0.9612
0001807893	Standard Premium Finance Holdings INC	Standar	SPFX	2021	nan	nan	nan	2,905,016.0	nan	nan
				2022	6.4900	1.0000	6.4900	2,905,016.0	18,853,553.84	0.3886
				2023	5.5000	1.0000	5.5000	2,905,016.0	15,977,588.00	0.2700
				2024	1.9200	1.0000	1.9200	3,001,216.0	5,762,334.72	0.0927
				2025	1.8300	1.0000	1.8300	3,001,216.0	5,492,225.28	0.0780
0001810546	Eastern Bankshares Inc	Eastern	EBC	2020	14.3700	1.0000	14.3700	186,758,154.0	2,683,714,672.98	0.1883
				2021	17.9200	1.0000	17.9200	186,758,154.0	3,346,706,119.68	0.1534
				2022	15.5200	1.0000	15.5200	176,678,504.0	2,742,050,382.08	0.1281
0001820953	Affirm Holdings Inc	Affirm	AFRM	2021	101.1200	1.0000	101.1200	208,195,315.0	21,052,710,252.80	5.8817
				2022	9.4600	1.0000	9.4600	230,046,307.0	2,176,238,064.22	0.3842
				2023	49.1000	1.0000	49.1000	242,120,237.0	11,888,103,636.70	1.7258
				2024	64.7900	1.0000	64.7900	271,918,122.0	17,617,575,124.38	2.1609
0001821160	Guild Holdings Co	Guild H	nan	2020	nan	nan	nan	19,666,981.0	nan	nan
				2021	nan	nan	nan	20,723,912.0	nan	nan
				2022	nan	nan	nan	20,733,787.0	nan	nan
				2023	nan	nan	nan	20,763,818.0	nan	nan
				2024	nan	nan	nan	21,552,795.0	nan	nan
0001823365	Generations Bancorp NY Inc	Generat	GBNY	2021	11.9200	1.0000	11.9200	2,458,401.0	29,304,139.92	0.0821
0001823365	Generations Bancorp NY Inc	Generat	GBNY	2022	10.7500	1.0000	10.7500	2,364,979.0	25,423,524.25	0.0692
0001823406	Affinity Bancshares Inc	Affinit	AFBI	2020	10.0400	1.0000	10.0400	nan	nan	nan
				2021	14.0400	1.0000	14.0400	6,872,634.0	96,491,781.36	0.1327
				2022	13.4400	1.0000	13.4400	6,634,189.0	89,163,500.16	0.1217
0001828376	William Penn Bancorporation	William	nan	2021	nan	nan	nan	15,170,566.0	nan	nan
0001828376	William Penn Bancorporation	William	nan	2022	nan	nan	nan	14,345,730.0	nan	nan
0001828937	Finance of America Companies Inc	Finance	FOA	2022	nan	nan	nan	62,962,573.0	nan	nan
				2023	nan	nan	nan	87,943,931.0	nan	nan
				2024	nan	nan	nan	9,926,412.0	nan	nan
				2025	nan	nan	nan	7,891,348.0	nan	nan
0001830197	Home Point Capital Inc	Home Po	nan	2021	nan	nan	nan	139,527,512.0	nan	nan
0001830197	Home Point Capital Inc	Home Po	nan	2022	nan	nan	nan	138,398,707.0	nan	nan
0001835385	Marathon Bancorp Inc MD	Maratho	MBBC	2021	7.7600	1.3720	10.6500	2,229,497.0	23,744,143.05	0.1195
0001835385	Marathon Bancorp Inc MD	Maratho	MBBC	2022	8.2100	1.3720	11.2600	2,269,700.0	25,556,822.00	0.1200
0001845799	Cullman Bancorp Inc MD	Cullman	CULL	2021	11.7600	1.0000	11.7600	7,405,893.0	87,093,301.68	0.2857
0001845799	Cullman Bancorp Inc MD	Cullman	CULL	2022	10.9200	1.0000	10.9200	7,405,893.0	80,872,351.56	0.2167
0001846017	Blue Foundry Bancorp	Blue Fo	BLFY	2021	14.6400	1.0000	14.6400	28,522,500.0	417,569,400.00	0.2456
0001846017	Blue Foundry Bancorp	Blue Fo	BLFY	2022	12.7600	1.0000	12.7600	27,881,922.0	355,773,324.72	0.1927
0001847398	Northeast Community Bancorp Inc MD	Northea	NECB	2021	9.6900	1.0000	9.6900	16,377,936.0	158,702,199.84	0.1443
				2022	13.4900	1.0000	13.4900	16,119,924.0	217,457,774.76	0.1681
				2023	16.2500	1.0000	16.2500	14,196,359.0	230,690,833.75	0.1420
0001849466	Texas Community Bancshares Inc	Texas C	TCBS	2021	14.9300	1.0000	14.9300	3,003,653.0	44,844,539.29	0.1339
0001849466	Texas Community Bancshares Inc	Texas C	TCBS	2022	14.6500	1.0000	14.6500	3,296,843.0	48,298,749.95	0.1240
0001849670	PB Bankshares Inc	PB Bank	nan	2021	nan	nan	nan	2,777,250.0	nan	nan
				2022	nan	nan	nan	2,739,461.0	nan	nan
				2023	nan	nan	nan	2,714,967.0	nan	nan
0001849867	Catalyst Bancorp Inc	Catalys	CLST	2021	nan	nan	nan	5,290,000.0	nan	nan
0001849867	Catalyst Bancorp Inc	Catalys	CLST	2023	nan	nan	nan	4,769,155.0	nan	nan
0001850398	TC Bancshares Inc	TC Banc	nan	2021	nan	nan	nan	4,898,350.0	nan	nan
0001850398	TC Bancshares Inc	TC Banc	nan	2022	nan	nan	nan	4,898,350.0	nan	nan
0001874071	Ponce Financial Group Inc	Ponce F	PDLB	2021	nan	nan	nan	nan	nan	nan
0001881592	NSTS Bancorp Inc	NSTS Ba	NSTS	2021	nan	nan	nan	nan	nan	nan
				2022	10.0500	1.0000	10.0500	5,397,959.0	54,249,487.95	0.2423
				2023	9.3200	1.0000	9.3200	5,315,261.0	49,538,232.52	0.2272
				2024	11.7400	1.0000	11.7400	5,260,144.0	61,754,090.56	0.2568
				2025	12.0700	1.0000	12.0700	5,239,038.0	63,235,188.66	0.2790
0001892492	Eightco Holdings Inc	Eightco	ORBS	2022	nan	nan	nan	31,680,085.0	nan	nan
				2023	nan	nan	nan	4,335,714.0	nan	nan
				2024	nan	nan	nan	2,441,363.0	nan	nan
				2025	nan	nan	nan	197,831,615.0	nan	nan
0001914605	ECB Bancorp Inc MD	ECB Ban	ECBK	2022	nan	nan	nan	9,175,247.0	nan	nan
0001914605	ECB Bancorp Inc MD	ECB Ban	ECBK	2025	nan	nan	nan	8,796,890.0	nan	nan

QA: us_savings 2016-2025

Table of Contents

Ranks across the years

PDF reports

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

Absolute xval/yval quantiles

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

2022

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2023

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2024

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2025

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

Estimates

Stock Table