QA: us_consulting 2010-2024

Ranks across the years

	name	name_short	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2010-val	2011-val	2012-val	2013-val	2014-val	2015-val	2016-val	2017-val	2018-val	2019-val	2020-val	2021-val	2022-val	2023-val	2024-val	2010->2011	2011->2012	2012->2013	2013->2014	2014->2015	2015->2016	2016->2017	2017->2018	2018->2019	2019->2020	2020->2021	2021->2022	2022->2023	2023->2024
0001813603	Hestia Insight Inc	Hestia	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	31	27	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	9.22	6.23	302.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	-4	-26
0001437226	Mastech Digital Inc	Mastech	NaN	5	9	2	3	13	8	12	12	5	5	3	1	4	2	NaN	198.99	174.72	206.11	212.20	165.50	174.05	141.35	160.22	185.78	192.78	205.54	223.59	199.05	216.01	NaN	4	-7	1	10	-5	4	0	-7	0	-2	-2	3	-2
0001304161	Pharma Bio Serv Inc	Pharma	NaN	1	1	1	1	3	1	1	NaN	NaN	2	5	2	2	3	NaN	249.67	261.97	259.09	246.73	246.33	234.50	231.74	NaN	NaN	217.72	198.87	223.06	226.36	215.26	NaN	0	0	0	2	-2	0	NaN	NaN	NaN	3	-3	0	1
0000887936	FTI Consulting INC	FTI Con	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	7	5	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	178.51	178.15	194.03	196.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-2	-1
0001644378	RMR Group INC	RMR Gro	NaN	NaN	NaN	NaN	NaN	NaN	2	3	1	2	NaN	2	3	1	5	NaN	NaN	NaN	NaN	NaN	NaN	218.64	223.02	255.80	230.05	NaN	220.69	215.07	233.75	192.39	NaN	NaN	NaN	NaN	NaN	NaN	1	-2	1	NaN	NaN	1	-2	4
0001013706	Wilhelmina International Inc	Wilhelm	NaN	11	6	4	6	6	10	9	8	10	12	6	5	6	6	NaN	179.05	187.99	201.52	187.82	191.86	168.64	183.55	184.68	158.57	148.21	192.75	188.46	183.28	183.53	NaN	-5	-2	2	0	4	-1	-1	2	2	-6	-1	1	0
0001398659	Genpact LTD	Genpact	1	8	NaN	NaN	11	11	9	10	13	9	9	17	14	7	7	223.31	192.70	NaN	NaN	172.93	174.91	173.23	166.49	158.88	160.27	159.57	161.85	159.16	181.59	176.97	7	NaN	NaN	NaN	0	-2	1	3	-4	0	8	-3	-7	0
0001289848	Huron Consulting Group Inc	Huron C	NaN	NaN	8	7	8	NaN	NaN	NaN	NaN	NaN	7	10	9	10	8	NaN	NaN	183.12	192.36	179.52	NaN	NaN	NaN	NaN	NaN	166.63	177.29	170.99	164.41	167.38	NaN	NaN	-1	1	NaN	NaN	NaN	NaN	NaN	NaN	3	-1	1	-2
0001847590	Bowman Consulting Group Ltd	Bowman	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	11	12	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	177.04	167.67	152.33	166.38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	1	-3
0001443646	Booz Allen Hamilton Holding Corp	Booz Al	NaN	15	11	12	16	17	NaN	NaN	NaN	NaN	NaN	NaN	18	15	10	NaN	145.71	158.73	126.31	126.84	126.79	NaN	NaN	NaN	NaN	NaN	NaN	139.12	131.53	138.31	NaN	-4	1	4	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-5
0001084554	Lightbridge Corp	Lightbr	NaN	20	16	18	20	30	19	21	15	NaN	18	8	NaN	3	11	NaN	118.24	110.58	106.72	108.32	52.28	101.81	97.45	134.77	NaN	109.82	186.85	NaN	204.53	133.43	NaN	-4	2	2	10	-11	2	-6	NaN	NaN	-10	NaN	NaN	8
0001508348	Americann Inc	America	NaN	NaN	NaN	NaN	NaN	NaN	17	18	16	NaN	13	19	16	13	12	NaN	NaN	NaN	NaN	NaN	NaN	105.87	109.19	118.77	NaN	146.47	141.46	149.38	150.19	130.95	NaN	NaN	NaN	NaN	NaN	NaN	1	-2	NaN	NaN	6	-3	-3	-1
0001877939	Castellum Inc	Castell	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	18	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	110.30	107.25	130.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-5
0001320760	TSS Inc.	TSS Inc	NaN	13	17	15	19	21	15	NaN	11	12	16	22	20	16	14	NaN	167.25	110.57	110.55	109.43	109.61	109.39	NaN	173.91	127.71	124.10	112.43	119.26	124.55	126.38	NaN	4	-2	4	2	-6	NaN	NaN	1	4	6	-2	-4	-2
0001630212	Avalon Globocare Corp	Avalon	NaN	NaN	NaN	NaN	NaN	38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	15	NaN	NaN	NaN	NaN	NaN	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	99.49	109.89	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5
0001419275	Ryvyl Inc	Ryvyl I	NaN	23	NaN	16	23	23	20	NaN	NaN	17	20	21	25	17	16	NaN	87.44	NaN	109.67	83.60	106.89	93.09	NaN	NaN	102.93	106.79	117.25	104.17	108.16	109.15	NaN	NaN	NaN	7	0	-3	NaN	NaN	NaN	3	1	4	-8	-1
0001439264	Marvion Inc	Marvion	NaN	29	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	29	26	17	NaN	0.33	52.03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.53	45.95	34.90	98.72	NaN	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	-3	-9
0001657045	NEXT Chemx Corporation	NEXT Ch	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	16	1	24	24	21	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	93.88	106.16	297.30	109.05	106.03	96.49	94.94	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	-15	23	0	-3	-3
0001777319	CISO Global Inc	CISO Gl	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	14	27	15	25	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	176.79	139.93	91.25	150.17	63.05	92.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	13	-12	10	-6
0001755058	ATIF Holdings Ltd	ATIF Ho	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	101.93	91.43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1
0001502966	Hypha Labs Inc	Hypha L	NaN	21	21	21	13	NaN	NaN	15	23	18	24	26	27	NaN	21	NaN	110.51	85.73	73.05	154.01	NaN	NaN	110.40	86.01	74.62	74.54	102.14	67.49	NaN	66.26	NaN	0	0	-8	NaN	NaN	NaN	8	-5	6	2	1	NaN	NaN
0001632121	Balance Labs Inc	Balance	NaN	NaN	NaN	NaN	NaN	36	NaN	28	25	21	21	28	26	24	22	NaN	NaN	NaN	NaN	NaN	5.00	NaN	12.80	64.09	55.89	102.61	80.62	67.55	69.21	63.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-4	0	7	-2	-2	-2
0001599407	1847 Holdings LLC	1847 Ho	NaN	NaN	NaN	NaN	28	28	26	16	19	15	22	23	23	22	23	NaN	NaN	NaN	NaN	45.54	60.11	36.45	110.21	106.24	108.46	90.32	110.51	109.59	91.04	42.33	NaN	NaN	NaN	NaN	0	-2	-10	3	-4	7	1	0	-1	1
0000723533	Wenyuan Group Corp	Wenyuan	NaN	28	NaN	NaN	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	23	24	NaN	5.67	NaN	NaN	107.56	NaN	NaN	NaN	NaN	NaN	NaN	NaN	43.25	78.77	13.83	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	1
0001019737	Navigant Consulting INC	Navigan	2	9	7	5	10	8	6	7	3	NaN	NaN	NaN	NaN	NaN	NaN	175.41	186.46	187.53	199.26	175.08	187.22	188.64	198.05	232.11	NaN	NaN	NaN	NaN	NaN	NaN	7	-2	-2	5	-2	-2	1	-4	NaN	NaN	NaN	NaN	NaN	NaN
0001066104	CEB Inc.	CEB Inc	3	16	14	13	17	19	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	137.27	138.43	125.42	124.95	116.85	118.89	109.87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13	-2	-1	4	2	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000851520	Exponent INC	Exponen	NaN	3	2	NaN	4	5	3	5	5	NaN	NaN	4	4	NaN	NaN	NaN	214.22	212.39	NaN	211.09	208.08	210.25	204.54	214.38	NaN	NaN	204.26	197.96	NaN	NaN	NaN	-1	NaN	NaN	1	-2	2	0	NaN	NaN	NaN	0	NaN	NaN
0001057379	Hackett Group INC	Hackett	NaN	2	4	6	NaN	7	5	6	6	4	NaN	1	10	NaN	NaN	NaN	230.13	200.44	193.11	NaN	189.39	189.12	201.76	211.65	217.30	NaN	224.45	170.16	NaN	NaN	NaN	2	2	NaN	NaN	-2	1	0	-2	NaN	NaN	9	NaN	NaN
0001083446	Astrana Health Inc	Astrana	NaN	19	19	24	22	20	13	4	4	8	4	7	6	9	NaN	NaN	120.84	100.60	21.55	103.15	110.14	110.09	208.63	231.03	170.08	194.63	190.81	187.70	167.99	NaN	NaN	0	5	-2	-2	-7	-9	0	4	-4	3	-1	3	NaN
0001094238	Harris Interactive INC	Harris	NaN	18	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	126.19	115.53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001094814	Cartesian Inc	Cartesi	NaN	7	NaN	8	NaN	9	18	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	194.17	NaN	190.02	NaN	181.05	102.97	108.15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001098482	Innovaro Inc	Innovar	NaN	17	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	132.96	81.55	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001179090	Bonds com Group Inc	Bonds c	NaN	24	20	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67.18	90.95	82.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001272550	Root9B Holdings Inc	Root9B	NaN	4	13	10	27	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	209.26	133.92	154.87	47.20	151.85	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	-3	17	-12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001362004	ICF International Inc	ICF Int	NaN	10	5	3	12	12	7	8	10	7	8	15	13	NaN	NaN	NaN	183.80	189.92	201.77	165.57	169.47	176.09	183.72	179.91	175.93	164.77	164.16	159.58	NaN	NaN	NaN	-5	-2	9	0	-5	1	2	-3	1	7	-2	NaN	NaN
0001366312	Juhl Energy Inc	Juhl En	NaN	14	NaN	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	147.91	NaN	118.72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001382219	6D Global Technologies Inc	6D Glob	NaN	6	NaN	17	5	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	194.38	NaN	107.52	202.94	94.84	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-12	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001388982	Chuma Holdings INC	Chuma H	NaN	26	29	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	40.40	0.00	52.89	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001400683	STWC Holdings Inc	STWC Ho	NaN	25	23	NaN	NaN	NaN	NaN	NaN	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	48.84	65.46	NaN	NaN	NaN	NaN	NaN	107.66	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001416729	Webxu Inc	Webxu I	NaN	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	109.84	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001438673	Evergreen Agra Global Investments Inc	Evergre	NaN	30	25	NaN	NaN	NaN	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	3.71	NaN	NaN	NaN	10.37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001470215	Towers Watson Co	Towers	NaN	12	10	9	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	174.21	159.52	179.21	186.63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-1	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001479382	Shenzhen Yidian Double Way of Innovation Culture Media Corp	Shenzhe	NaN	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	35.32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001228386	Transatlantic Capital INC	Transat	NaN	NaN	18	NaN	NaN	29	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	108.49	NaN	NaN	59.04	49.28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001230524	Leopard Energy Inc	Leopard	NaN	NaN	26	26	NaN	NaN	NaN	NaN	NaN	3	6	20	32	8	NaN	NaN	NaN	2.94	0.00	NaN	NaN	NaN	NaN	NaN	223.01	166.88	136.17	1.74	169.84	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	3	14	12	-24	NaN
0001368055	Zinco do Brasil Inc	Zinco d	NaN	NaN	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001371489	Information Services Group Inc	Informa	NaN	NaN	12	11	14	14	12	13	14	11	10	16	12	11	NaN	NaN	NaN	140.58	147.31	147.15	151.99	131.33	139.86	152.54	157.47	158.90	163.93	165.58	159.58	NaN	NaN	NaN	-1	3	0	-2	1	1	-3	-1	6	-4	-1	NaN
0001533106	Argentum 47 INC	Argentu	NaN	NaN	27	23	29	16	11	30	24	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.01	22.72	18.20	141.03	158.16	9.01	66.99	60.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	6	-13	-5	19	-6	-4	NaN	NaN	NaN	NaN	NaN
0001543739	APT Systems Inc	APT Sys	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	206.59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001286345	HPIL Holding	HPIL Ho	NaN	NaN	NaN	19	2	2	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	92.22	246.47	253.82	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-17	0	31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001567503	Turnkey Capital Inc	Turnkey	NaN	NaN	NaN	27	NaN	31	29	25	29	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	49.37	7.99	39.19	35.58	45.95	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-4	4	-4	NaN	NaN	NaN	NaN	NaN
0001575259	Fortune Capital Financial Holding Corp	Fortune	NaN	NaN	NaN	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7.65	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001096132	Petrone Worldwide INC	Petrone	NaN	NaN	NaN	NaN	30	NaN	30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	5.28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001501489	AF Ocean Investment Management Co	AF Ocea	NaN	NaN	NaN	NaN	25	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	68.22	120.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001506385	American Housing REIT Inc	America	NaN	NaN	NaN	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	145.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001531433	Monarch America Inc	Monarch	NaN	NaN	NaN	NaN	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	177.47	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001537511	Progressive Green Solutions INC	Progres	NaN	NaN	NaN	NaN	26	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	65.06	80.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001590565	ASIA Equity Exchange Group INC	ASIA Eq	NaN	NaN	NaN	NaN	24	37	NaN	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	71.93	0.01	NaN	228.12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001600347	Hapi Metaverse Inc	Hapi Me	NaN	NaN	NaN	NaN	18	NaN	27	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	109.53	NaN	20.64	51.32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001089473	Inventiv Health INC	Inventi	NaN	NaN	NaN	NaN	NaN	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	108.66	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001104265	GROW Solutions Holdings INC	GROW So	NaN	NaN	NaN	NaN	NaN	24	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	100.24	45.78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001557644	Greenwood HALL INC	Greenwo	NaN	NaN	NaN	NaN	NaN	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.09	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001574910	Renavotio INC	Renavot	NaN	NaN	NaN	NaN	NaN	32	NaN	17	9	NaN	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30.01	NaN	110.09	180.60	NaN	108.45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	NaN	NaN	NaN	NaN	NaN	NaN
0001602813	Frontera Group INC	Fronter	NaN	NaN	NaN	NaN	NaN	35	31	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10.92	2.26	35.46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001604738	Ashford Inc	Ashford	NaN	NaN	NaN	NaN	NaN	4	4	14	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	217.04	195.36	119.90	203.29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	10	-7	NaN	NaN	NaN	NaN	NaN	NaN
0001607450	ABV Consulting INC	ABV Con	NaN	NaN	NaN	NaN	NaN	34	32	29	27	22	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.73	0.00	11.45	58.88	55.40	62.23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-3	-2	-5	4	NaN	NaN	NaN	NaN
0001620749	Panamera Holdings Corp	Panamer	NaN	NaN	NaN	NaN	NaN	26	21	23	28	26	27	NaN	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	85.46	89.78	56.80	39.64	42.54	50.68	NaN	50.55	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	2	5	-2	1	NaN	NaN	NaN	NaN
0001622879	Medicine Man Technologies Inc	Medicin	NaN	NaN	NaN	NaN	NaN	1	23	11	2	13	15	14	17	14	NaN	NaN	NaN	NaN	NaN	NaN	272.12	49.33	157.08	250.48	122.57	136.12	170.24	143.25	131.78	NaN	NaN	NaN	NaN	NaN	NaN	22	-12	-9	11	2	-1	3	-3	NaN
0001633142	Press Ganey Holdings Inc	Press G	NaN	NaN	NaN	NaN	NaN	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	175.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001592782	Nukkleus Inc	Nukkleu	NaN	NaN	NaN	NaN	NaN	NaN	16	19	22	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	108.26	108.69	86.65	47.45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	3	2	NaN	NaN	NaN	NaN	NaN
0001629606	Driven Deliveries Inc	Driven	NaN	NaN	NaN	NaN	NaN	NaN	22	26	31	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	68.52	36.14	0.00	50.67	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	5	-8	NaN	NaN	NaN	NaN	NaN
0001100778	Rokk3R Inc	Rokk3R	NaN	NaN	NaN	NaN	NaN	NaN	NaN	32	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	108.77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-15	NaN	NaN	NaN	NaN	NaN	NaN
0001653099	Vigilant Diversified Holdings INC NV	Vigilan	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	30	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.24	33.63	38.84	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	-3	NaN	NaN	NaN	NaN	NaN
0001661600	Sativus TECH CORP	Sativus	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67.12	63.65	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN	NaN	NaN	NaN
0001693687	Greenlit Ventures INC	Greenli	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	14	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	103.59	108.99	65.05	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-6	11	NaN	NaN	NaN	NaN
0001498291	Daniels Corporate Advisory Company Inc	Daniels	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	64.78	83.15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN	NaN
0001751143	Atlas Technical Consultants INC	Atlas T	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	17	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	244.23	110.54	108.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16	8	NaN	NaN	NaN
0001643615	Montrose Environmental Group Inc	Montros	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	13	8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	150.30	171.60	173.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-5	NaN	NaN
0001654672	Pineapple INC	Pineapp	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	12	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	195.52	174.64	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	21	NaN	NaN
0001790625	Agilethought Inc	Agileth	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	143.90	136.41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN
0001678848	Cambell International Holding CORP	Cambell	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	109.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

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2010

Logs

error	1 × Negative Expenses, ignoring company.	pre-agg	0001371489
error	1 × Minimum and maximum are surprisingly similar	check_abs_values	{'var_name': 'Liabilities', 'min_val': '408,314,000', 'max_val': '427,333,000'}
warning	15 × The stock price does not exist	industry.us_generic	0001272550 0001371489 0001382219 0001019737 0001066104 0001094238 0001094814 0001104265 0001164552 0001179090 0001286345 0001366312 0001400683 0001438673 0001470215
warning	8 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001164012 0001019737 0001066104 0001388982 0001416729 0001439264 0001479382 0001398659
warning	4 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '3 of 3'} {'var_name': 'LaborExpense', 'zeros': '3 of 3'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '3 of 3'} {'var_name': 'RevenueFromReimbursement', 'zeros': '3 of 3'}
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001164012 0001164552
warning	2 × Ignoring company because Assets is zero	pre-agg	0001104265 0001286345

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	AssetsCurrent	219,485,000	227,412,400	298,886,404	872,077,900	935,780,000	0001019737	0001066104	0001398659
1	IntangibleAssets	43,094,000	97,204,200	584,199,861	601,569,600	603,500,000	0001066104	0001019737	0001398659
2	OperatingLeaseAssets	0	0	0	0	0	0001019737	0001066104	0001019737
3	AssetsNoncurrent	65,354,000	70,210,800	113,962,649	296,844,300	317,169,000	0001019737	0001066104	0001398659
4	remainder_Assets	0	3,701,200	37,015,472	52,637,800	54,374,000	0001019737	0001398659	0001066104
5	LiabilitiesCurrent	155,579,000	172,275,900	322,552,362	342,177,000	344,358,000	0001019737	0001398659	0001066104
6	LiabilitiesNoncurrent	73,546,000	74,421,000	82,330,088	235,691,100	252,735,000	0001398659	0001066104	0001019737
7	remainder_Liabilities	0	67,900	682,089	14,580,400	16,125,000	0001019737	0001066104	0001398659
8	CostOfRevenue	155,769,000	182,044,400	418,597,000	751,522,100	788,522,000	0001066104	0001019737	0001398659
9	GeneralAndAdministrativeExpense	60,871,000	66,952,400	121,717,083	266,060,300	282,102,000	0001066104	0001019737	0001398659
10	LaborExpense	0	0	0	0	0	0001019737	0001066104	0001019737
11	remainder_Expenses	50,162,000	59,272,900	141,279,755	180,666,700	185,044,000	0001398659	0001019737	0001066104
12	RevenueFromContractWithCustomer	0	0	0	0	0	0001019737	0001066104	0001019737
13	RevenueFromReimbursement	0	0	0	0	0	0001019737	0001066104	0001019737
14	remainder_Revenues	438,907,000	465,382,300	703,771,061	1,203,432,700	1,258,963,000	0001066104	0001019737	0001398659
15	remainder_NetIncome	1,876,000	2,002,400	3,141,543	10,082,600	10,854,000	0001019737	0001066104	0001398659
16	remainder_ComprehensiveNetIncome	0	0	0	0	0	0001019737	0001066104	0001019737

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	510,149,000	546,037,600	869,239,885	1,791,018,400	1,893,461,000	0001066104	0001019737	0001398659
1	Liabilities	408,314,000	408,704,500	412,222,023	425,821,600	427,333,000	0001019737	0001398659	0001066104
2	Expenses	401,684,000	429,663,500	681,566,861	1,076,855,300	1,120,786,000	0001066104	0001019737	0001398659
3	Revenues	438,907,000	465,382,300	703,771,061	1,203,432,700	1,258,963,000	0001066104	0001019737	0001398659
4	StockholdersEquity	82,816,000	120,606,500	460,925,104	1,379,189,900	1,481,242,000	0001066104	0001019737	0001398659
5	NetIncome	24,057,000	25,687,600	40,384,734	138,164,200	149,031,000	0001019737	0001066104	0001398659
6	ComprehensiveNetIncome	24,057,000	25,687,600	40,384,734	138,164,200	149,031,000	0001019737	0001066104	0001398659
7	BaseVar	1,025,603,460	1,078,453,554	1,554,339,707	2,612,984,622	2,730,637,980	0001066104	0001019737	0001398659
8	EconomicCapitalRatiobeforeLimitedLiability	0.278	0.322	0.721	1.30	1.37	0001066104	0001019737	0001398659
9	EconomicCapitalRatio	1.37	1.41	1.75	2.19	2.23	0001066104	0001019737	0001398659

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	AssetsCurrent	-0.112	-0.0973	0.0381	0.0532	0.0549	0001019737	0001398659	0001066104
1	IntangibleAssets	-0.221	-0.199	0.00333	0.213	0.237	0001066104	0001398659	0001019737
2	OperatingLeaseAssets	0	0	0	0	0	0001019737	0001066104	0001019737
3	AssetsNoncurrent	-0.0499	-0.0438	0.0111	0.0326	0.0350	0001019737	0001398659	0001066104
4	remainder_Assets	-0.0240	-0.0220	-0.00345	0.0458	0.0513	0001019737	0001398659	0001066104
5	LiabilitiesCurrent	-0.366	-0.313	0.167	0.198	0.201	0001066104	0001398659	0001019737
6	LiabilitiesNoncurrent	-0.195	-0.173	0.0208	0.144	0.158	0001019737	0001066104	0001398659
7	remainder_Liabilities	-0.00985	-0.00854	0.00329	0.00531	0.00553	0001398659	0001066104	0001019737
8	CostOfRevenue	-0.111	-0.109	-0.0832	0.202	0.234	0001398659	0001019737	0001066104
9	GeneralAndAdministrativeExpense	-0.0494	-0.0440	0.00525	0.0512	0.0563	0001398659	0001019737	0001066104
10	LaborExpense	0	0	0	0	0	0001019737	0001066104	0001019737
11	remainder_Expenses	-0.215	-0.192	0.0147	0.157	0.173	0001066104	0001019737	0001398659
12	RevenueFromContractWithCustomer	0	0	0	0	0	0001019737	0001066104	0001019737
13	RevenueFromReimbursement	0	0	0	0	0	0001019737	0001066104	0001019737
14	remainder_Revenues	-0.0509	-0.0444	0.0143	0.0284	0.0299	0001066104	0001019737	0001398659
15	remainder_NetIncome	-0.00399	-0.00350	0.000835	0.00247	0.00265	0001019737	0001066104	0001398659
16	remainder_ComprehensiveNetIncome	0	0	0	0	0	0001019737	0001066104	0001019737

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.123	-0.113	-0.0261	0.0438	0.0516	0001066104	0001019737	0001398659
1	Liabilities	-0.336	-0.299	0.0352	0.275	0.302	0001066104	0001019737	0001398659
2	Expenses	-0.0639	-0.0569	0.00669	0.0535	0.0587	0001019737	0001398659	0001066104
3	Revenues	-0.0509	-0.0444	0.0143	0.0284	0.0299	0001066104	0001019737	0001398659
4	StockholdersEquity	-0.395	-0.357	-0.0183	0.340	0.380	0001066104	0001019737	0001398659
5	NetIncome	-0.0538	-0.0477	0.00769	0.0362	0.0393	0001019737	0001066104	0001398659
6	ComprehensiveNetIncome	-0.0538	-0.0477	0.00769	0.0362	0.0393	0001019737	0001066104	0001398659
7	BaseVar	nan	nan	nan	nan	nan	0001019737	0001066104	0001019737
8	EconomicCapitalRatiobeforeLimitedLiability	-0.435	-0.397	-0.0538	0.377	0.425	0001066104	0001019737	0001398659
9	EconomicCapitalRatio	-0.414	-0.376	-0.0324	0.399	0.446	0001066104	0001019737	0001398659

2011

Logs

error	6 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001501489 0001501489 0001088787 0001088787 0001100778 0001100778
error	2 × Negative Expenses, ignoring company.	pre-agg	0001479382 0001371489
error	2 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001366312 0001398659
warning	20 × The stock price does not exist	industry.us_generic	0001094238 0001179090 0001272550 0001366312 0001382219 0001388982 0001400683 0001470215 0001479382 0001019737 0001066104 0001094814 0001438673 0001371489 0001533106 0001104265 0001164552 0001398659 0001409253 0001286345
warning	17 × No stock price available	subcommand.plot	0000723533 0001094238 0001179090 0001272550 0001366312 0001382219 0001388982 0001400683 0001416729 0001470215 0001479382 0001019737 0001066104 0001094814 0001438673 0001439264 0001502966
warning	13 × Missing logo	subcommand.report	0000723533 0001094238 0001098482 0001179090 0001272550 0001366312 0001382219 0001388982 0001400683 0001416729 0001443646 0001470215 0001479382
warning	11 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001388982 0001416729 0001479382 0001019737 0001066104 0001439264 0001228386 0001368055 0001398659 0001543739 0001164012
warning	5 × Ignoring company because Expenses is zero	pre-agg	0001164552 0001164552 0001164552 0001164552 0001164012
warning	5 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001286345
warning	3 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '30 of 30'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '30 of 30'} {'var_name': 'RevenueFromReimbursement', 'zeros': '30 of 30'}
warning	3 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001501489 0001088787 0001100778
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001228386
warning	1 × Ignoring company because ECR is too negative	pre-agg	0001409253

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	AssetsCurrent	432	8,803	12,556,668	1,191,547,200	1,650,551,000	0001479382	0001013706	0001470215
1	IntangibleAssets	0	0	1,755,285	1,189,862,850	2,638,496,000	0000723533	0001272550	0001470215
2	OperatingLeaseAssets	0	0	0	0	0	0000723533	0001304161	0000723533
3	AssetsNoncurrent	0	0	1,553,491	256,420,350	621,334,000	0000723533	0001094814	0001470215
4	remainder_Assets	-3,749,731	-1,425,576	32,445	122,347,000	202,327,000	0001382219	0001083446	0001398659
5	LiabilitiesCurrent	0	0	6,690,296	774,196,850	1,178,194,000	0000723533	0001437226	0001470215
6	LiabilitiesNoncurrent	0	0	83,375	253,553,350	1,160,164,000	0000723533	0001438673	0001443646
7	remainder_Liabilities	0	0	56,328	57,172,200	1,124,037,000	0001013706	0001304161	0001470215
8	CostOfRevenue	0	0	0	496,457,350	1,004,899,000	0000723533	0000851520	0001398659
9	GeneralAndAdministrativeExpense	0	0	3,905,135	323,586,650	881,028,000	0000723533	0001013706	0001443646
10	LaborExpense	0	0	0	90,545,050	2,043,063,000	0000723533	0001094814	0001470215
11	remainder_Expenses	-4,495,000	2,652	2,841,470	509,372,400	4,566,086,000	0001057379	0001083446	0001443646
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000723533	0001304161	0000723533
13	RevenueFromReimbursement	0	0	0	0	0	0000723533	0001304161	0000723533
14	remainder_Revenues	0	0	5,133,638	1,258,588,550	3,259,451,000	0001094238	0001084554	0001470215
15	remainder_NetIncome	-4,970,000	-1,261,064	78,764	107,807,000	5,531,808,000	0001066104	0001362004	0001443646
16	remainder_ComprehensiveNetIncome	-1,635,000	-11,000	0	209,000	1,997,899	0001443646	0001304161	0001382219

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	700	19,949	20,279,969	2,744,736,800	5,098,950,000	0001479382	0001098482	0001470215
1	Liabilities	66,113	158,606	10,283,369	1,599,691,950	2,496,280,000	0001400683	0001416729	0001470215
2	Expenses	658	77,314	18,392,213	2,352,843,050	5,447,114,000	0001479382	0001272550	0001443646
3	Revenues	0	0	5,133,638	1,258,588,550	3,259,451,000	0001094238	0001084554	0001470215
4	StockholdersEquity	-5,235,722	-1,231,344	9,828,551	1,197,888,150	2,602,670,000	0001179090	0001098482	0001470215
5	NetIncome	-14,457,558	-7,290,203	164,136	143,204,100	196,725,000	0001179090	0001419275	0001470215
6	ComprehensiveNetIncome	-14,457,558	-7,290,203	174,041	142,468,350	196,725,000	0001179090	0001272550	0001470215
7	BaseVar	66,604	218,039	46,656,769	6,081,097,298	9,817,565,620	0001400683	0001094814	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-13.1	-5.83	0.331	1.36	1.76	0001438673	0001443646	0001304161
9	EconomicCapitalRatio	0.000000000196	0.0273	1.42	2.23	2.50	0001438673	0001443646	0001304161

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	AssetsCurrent	-0.243	-0.235	-0.0313	0.268	0.277	0000723533	0001272550	0001094814
1	IntangibleAssets	-0.283	-0.183	-0.0287	0.364	0.484	0001083446	0001439264	0001019737
2	OperatingLeaseAssets	0	0	0	0	0	0000723533	0001304161	0000723533
3	AssetsNoncurrent	-0.231	-0.158	-0.0291	0.169	0.380	0001083446	0001094814	0001366312
4	remainder_Assets	-0.101	-0.0723	-0.0121	0.0729	0.197	0001272550	0001057379	0001400683
5	LiabilitiesCurrent	-0.612	-0.252	0.172	0.607	0.902	0001502966	0001470215	0001437226
6	LiabilitiesNoncurrent	-0.749	-0.370	0.0432	0.425	0.833	0001419275	0001398659	0001437226
7	remainder_Liabilities	-0.930	-0.181	0.0572	0.207	0.425	0001083446	0001304161	0001437226
8	CostOfRevenue	-4.88	-0.985	0.0560	0.372	0.501	0001437226	0001388982	0001272550
9	GeneralAndAdministrativeExpense	-0.810	-0.470	0.0619	0.255	0.392	0001094814	0001479382	0001013706
10	LaborExpense	-0.702	-0.351	0.0327	0.161	0.353	0000851520	0001304161	0001437226
11	remainder_Expenses	-1.45	-0.963	0.100	0.828	1.27	0001083446	0001479382	0001437226
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000723533	0001304161	0000723533
13	RevenueFromReimbursement	0	0	0	0	0	0000723533	0001304161	0000723533
14	remainder_Revenues	-1.27	-1.12	0.0221	1.02	1.89	0001094238	0001419275	0001437226
15	remainder_NetIncome	-0.475	-0.297	-0.0899	0.898	1.56	0001437226	0001398659	0001272550
16	remainder_ComprehensiveNetIncome	-0.0130	-0.00828	-0.00302	0.00786	0.0574	0001437226	0001398659	0001382219

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.563	-0.466	-0.00485	0.339	0.425	0001083446	0001057379	0001382219
1	Liabilities	-0.301	-0.246	0.190	0.945	0.989	0001502966	0001094238	0001272550
2	Expenses	-1.57	-0.581	-0.0108	0.368	0.594	0001437226	0001438673	0001304161
3	Revenues	-1.27	-1.12	0.0221	1.02	1.89	0001094238	0001419275	0001437226
4	StockholdersEquity	-0.596	-0.517	0.234	0.820	0.840	0001479382	0001098482	0001094814
5	NetIncome	-0.844	-0.663	0.299	0.948	1.13	0001438673	0001083446	0001437226
6	ComprehensiveNetIncome	-0.849	-0.666	0.298	0.941	1.12	0001438673	0001083446	0001437226
7	BaseVar	nan	nan	nan	nan	nan	0000723533	0001304161	0000723533
8	EconomicCapitalRatiobeforeLimitedLiability	-1.03	-1.01	0.387	1.20	1.46	0001438673	0001443646	0001304161
9	EconomicCapitalRatio	-1.34	-1.31	0.0842	0.893	1.16	0001438673	0001443646	0001304161

2012

Logs

error	9 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001310497 0001310497 0001399095 0001399095 0001088787 0001088787 0001498291 0001491959 0001100778
error	5 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001366312 0001398659 0001398659 0001398659 0001398659
error	3 × Negative Expenses, ignoring company.	pre-agg	0001228386 0001371489 0001479382
error	1 × IME and Company effects mismatched for Other Assets. IME Effects: 0.0, Company Effect: 0.00527	subcommand.report	0001533106
warning	22 × The stock price does not exist	industry.us_generic	0001094238 0001179090 0001272550 0001388982 0001400683 0001470215 0001533106 0001019737 0001066104 0001438673 0001371489 0001382219 0001437226 0001094814 0001104265 0001164552 0001286345 0001366312 0001398659 0001409253 0001567503 0001479382
warning	15 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001179090 0001272550 0001368055 0001388982 0001543739 0001019737 0001066104 0001228386 0001164012 0001286345 0001398659 0001575259 0001416729 0001439264 0001479382
warning	13 × No stock price available	subcommand.plot	0001094238 0001179090 0001272550 0001368055 0001388982 0001400683 0001470215 0001533106 0001543739 0001019737 0001066104 0001228386 0001438673
warning	10 × Missing logo	subcommand.report	0001094238 0001098482 0001179090 0001272550 0001368055 0001388982 0001400683 0001443646 0001470215 0001543739
warning	6 × Ignoring company because Expenses is zero	pre-agg	0001164012 0001164552 0001164552 0001164552 0001164552 0001164552
warning	6 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001104265 0001286345
warning	5 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001310497 0001399095 0001088787 0001498291 0001100778
warning	4 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001228386 0001228386 0001228386 0001228386
warning	4 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253 0001409253 0001409253
warning	3 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '29 of 29'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '29 of 29'} {'var_name': 'RevenueFromReimbursement', 'zeros': '29 of 29'}
warning	1 × Similarly named company. Duplicate?	None	0001289848
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	324	7,708,190	1,139,001,800	1,759,397,000	0001230524	0001272550	0001470215
1	IntangibleAssets	0	0	432,623	1,169,698,800	3,021,403,000	0001084554	0001437226	0001470215
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001304161	0000851520
3	AssetsNoncurrent	0	0	618,492	204,286,400	418,687,000	0001368055	0001084554	0001470215
4	remainder_Assets	-14,309,446	0	6.32	29,371,600	157,491,000	0001272550	0001179090	0001470215
5	LiabilitiesCurrent	0	0	8,043,059	756,688,800	1,102,982,000	0001084554	0001368055	0001470215
6	LiabilitiesNoncurrent	0	0	0	471,117,400	1,159,878,000	0001057379	0001179090	0001443646
7	remainder_Liabilities	0	0	67,049	57,976,600	1,605,496,000	0001013706	0001098482	0001470215
8	CostOfRevenue	0	0	0	474,769,200	583,195,000	0000851520	0001228386	0001362004
9	GeneralAndAdministrativeExpense	0	446	3,844,181	276,547,600	903,721,000	0001304161	0001084554	0001443646
10	LaborExpense	0	0	0	107,145,800	2,067,689,000	0001019737	0001272550	0001470215
11	remainder_Expenses	-59,000	741	2,637,014	603,293,400	4,720,062,000	0001057379	0001371489	0001443646
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001304161	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001304161	0000851520
14	remainder_Revenues	0	0	392,090	900,136,200	3,417,736,000	0001094238	0001502966	0001470215
15	remainder_NetIncome	-18,430,603	-8,956,800	0	93,578,200	5,863,738,000	0001368055	0001502966	0001443646
16	remainder_ComprehensiveNetIncome	-337,703,000	-2,634,400	0	2,809,400	26,888,000	0001470215	0001543739	0001066104

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	4,890	11,476	15,736,934	2,517,774,200	5,356,978,000	0001228386	0001304161	0001470215
1	Liabilities	475	120,529	8,043,762	1,760,462,400	2,899,661,000	0001543739	0001368055	0001470215
2	Expenses	15,187	60,580	13,569,192	2,263,132,400	5,623,783,000	0001543739	0001368055	0001443646
3	Revenues	0	0	392,090	900,136,200	3,417,736,000	0001094238	0001502966	0001470215
4	StockholdersEquity	-7,740,282	-1,797,350	5,761,593	935,008,200	2,457,317,000	0001368055	0001084554	0001470215
5	NetIncome	-31,995,793	-9,800,472	-22,895	163,292,600	260,476,000	0001368055	0001400683	0001470215
6	ComprehensiveNetIncome	-77,227,000	-23,110,537	-324,843	59,305,800	236,693,000	0001470215	0001502966	0001443646
7	BaseVar	38,665	170,419	25,436,065	6,058,551,808	10,306,115,280	0001543739	0001368055	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-19.2	-10.6	0.0501	1.18	1.94	0001388982	0001094238	0001304161
9	EconomicCapitalRatio	0.00000000000000000000152	0.0000214	1.16	2.10	2.62	0001388982	0001094238	0001304161

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	AssetsCurrent	-0.364	-0.270	-0.0862	0.286	1.59	0001437226	0001304161	0001543739
1	IntangibleAssets	-0.338	-0.316	-0.0292	0.396	0.441	0001320760	0001228386	0001289848
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001304161	0000851520
3	AssetsNoncurrent	-0.189	-0.165	-0.0155	0.265	0.484	0001437226	0001289848	0001098482
4	remainder_Assets	-0.452	-0.0366	-0.00428	0.139	0.170	0001272550	0001438673	0001400683
5	LiabilitiesCurrent	-0.0771	-0.0568	0.0376	0.448	0.675	0001502966	0001084554	0001437226
6	LiabilitiesNoncurrent	-0.473	-0.304	0.0202	0.287	0.645	0001371489	0001179090	0001437226
7	remainder_Liabilities	-8.97	-0.195	0.0115	0.188	0.506	0001228386	0001179090	0001437226
8	CostOfRevenue	-5.91	-1.68	0.0569	0.365	0.455	0001437226	0001400683	0001443646
9	GeneralAndAdministrativeExpense	-0.740	-0.517	0.0218	0.428	0.642	0001228386	0001362004	0001437226
10	LaborExpense	-0.651	-0.373	0.0230	0.143	0.446	0000851520	0001439264	0001437226
11	remainder_Expenses	-1.06	-0.920	0.0406	0.845	1.24	0001094238	0001439264	0001437226
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001304161	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001304161	0000851520
14	remainder_Revenues	-1.29	-0.837	0.0000428	0.913	1.74	0001094238	0001388982	0001437226
15	remainder_NetIncome	-0.717	-0.136	0.00558	0.812	1.05	0001388982	0001084554	0001443646
16	remainder_ComprehensiveNetIncome	-0.0885	-0.0244	0.000980	0.0121	0.0289	0001470215	0001502966	0001066104

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.591	-0.535	-0.0657	0.349	1.04	0001320760	0001304161	0001543739
1	Liabilities	-0.542	-0.336	0.0781	0.717	0.751	0001371489	0001083446	0001437226
2	Expenses	-1.73	-0.822	-0.0340	0.359	0.590	0001437226	0001362004	0001304161
3	Revenues	-1.29	-0.837	0.0000428	0.913	1.74	0001094238	0001388982	0001437226
4	StockholdersEquity	-1.26	-0.423	0.0431	0.796	1.02	0001228386	0001094238	0001543739
5	NetIncome	-0.382	-0.376	0.301	0.985	1.52	0001084554	0001371489	0001437226
6	ComprehensiveNetIncome	-0.378	-0.375	0.301	0.986	1.52	0001084554	0001371489	0001437226
7	BaseVar	nan	nan	nan	nan	nan	0000851520	0001304161	0000851520
8	EconomicCapitalRatiobeforeLimitedLiability	-0.767	-0.767	0.389	1.33	1.85	0001388982	0001094238	0001304161
9	EconomicCapitalRatio	-1.19	-1.19	-0.0344	0.911	1.43	0001368055	0001094238	0001304161

2013

Logs

error	7 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001501489 0001501489 0001543739 0001458023 0001557644 0001399095 0001100778
error	3 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001479382 0001228386
error	3 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001366312 0001398659 0001398659
warning	25 × The stock price does not exist	industry.us_generic	0001179090 0001272550 0001366312 0001382219 0001388982 0001470215 0001019737 0001066104 0001094814 0001286345 0001437226 0001533106 0001567503 0001371489 0001104265 0001164552 0001230524 0001599407 0001600347 0001398659 0001094238 0001400683 0001438673 0001479382 0001409253
warning	22 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001179090 0001272550 0001388982 0001575259 0001019737 0001066104 0001286345 0001501489 0001537511 0000723533 0001096132 0001506385 0001531433 0001590565 0001398659 0001164012 0001416729 0001439264 0001479382 0001228386 0001368055 0001543739
warning	14 × No stock price available	subcommand.plot	0001179090 0001272550 0001366312 0001382219 0001388982 0001470215 0001575259 0001019737 0001066104 0001094814 0001286345 0001437226 0001533106 0001567503
warning	8 × Missing logo	subcommand.report	0001179090 0001272550 0001366312 0001382219 0001388982 0001443646 0001470215 0001575259
warning	8 × Ignoring company because Expenses is zero	pre-agg	0001164552 0001164552 0001164552 0001164552 0001164552 0001164552 0001230524 0001164012
warning	7 × Ignoring company because Assets is zero	pre-agg	0001286345 0001104265 0001104265 0001104265 0001104265 0001104265 0001104265
warning	6 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001501489 0001164012 0001543739 0001458023 0001557644 0001100778
warning	3 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '27 of 27'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '27 of 27'} {'var_name': 'RevenueFromReimbursement', 'zeros': '27 of 27'}
warning	2 × Similarly named company. Duplicate?	None	0001366312 0001289848
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001228386 0001228386
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001537511
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	3,098	13,330,142	1,135,697,100	1,712,221,000	0001230524	0001382219	0001470215
1	IntangibleAssets	0	0	935,111	1,285,252,400	2,906,693,000	0001084554	0001179090	0001470215
2	OperatingLeaseAssets	0	0	0	0	0	0001013706	0001320760	0001013706
3	AssetsNoncurrent	0	0	993,776	211,031,200	626,850,000	0001084554	0001304161	0001470215
4	remainder_Assets	-10,660,139	-2,913,441	2,194	9,629,100	86,313,000	0001272550	0001388982	0001470215
5	LiabilitiesCurrent	0	12,432	6,831,897	847,572,800	1,112,873,000	0001084554	0001272550	0001470215
6	LiabilitiesNoncurrent	0	0	10,242	502,709,600	1,929,071,000	0001057379	0001320760	0001443646
7	remainder_Liabilities	0	0	0	54,478,500	1,247,620,000	0001013706	0001019737	0001470215
8	CostOfRevenue	0	0	0	506,155,100	591,516,000	0001013706	0001179090	0001362004
9	GeneralAndAdministrativeExpense	0	0	2,740,065	294,146,500	833,986,000	0001094814	0001366312	0001443646
10	LaborExpense	0	0	0	10,548,298	2,085,188,000	0001019737	0001286345	0001470215
11	remainder_Expenses	1,281	12,777	4,270,778	641,586,800	4,697,376,000	0001388982	0001371489	0001443646
12	RevenueFromContractWithCustomer	0	0	0	0	0	0001013706	0001320760	0001013706
13	RevenueFromReimbursement	0	0	0	0	0	0001013706	0001320760	0001013706
14	remainder_Revenues	0	0	1,721,398	915,187,600	3,432,515,000	0001094814	0001419275	0001470215
15	remainder_NetIncome	-30,275,000	-6,663,694	-11,999	30,334,127	5,750,420,000	0001066104	0001362004	0001443646
16	remainder_ComprehensiveNetIncome	-5,072,000	-553,400	0	11,235,867	54,441,000	0001443646	0001179090	0001470215

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,178	6,082	21,290,482	2,639,372,100	5,332,077,000	0001567503	0001304161	0001470215
1	Liabilities	2,204	40,168	7,655,862	2,184,250,000	2,950,735,000	0001567503	0001272550	0001443646
2	Expenses	29,647	69,225	15,604,887	2,477,832,200	5,531,362,000	0001567503	0001179090	0001443646
3	Revenues	0	0	1,721,398	915,187,600	3,432,515,000	0001094814	0001419275	0001470215
4	StockholdersEquity	-1,420,967	-929,376	9,223,225	577,031,700	2,744,834,000	0001533106	0001382219	0001470215
5	NetIncome	-16,431,320	-8,071,131	-60,192	173,270,500	315,652,000	0001382219	0001575259	0001470215
6	ComprehensiveNetIncome	-15,429,764	-8,071,131	-60,192	169,888,700	370,093,000	0001382219	0001575259	0001470215
7	BaseVar	26,028	212,856	44,694,342	6,568,784,000	10,513,455,140	0001567503	0001382219	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-14.0	-9.47	0.0825	1.10	1.90	0001567503	0001366312	0001304161
9	EconomicCapitalRatio	0.0000000000101	0.0229	1.19	2.05	2.59	0001567503	0001366312	0001304161

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	AssetsCurrent	-0.336	-0.270	-0.0990	0.494	0.634	0001083446	0001533106	0001094814
1	IntangibleAssets	-0.383	-0.250	-0.00450	0.301	0.352	0001083446	0001013706	0001019737
2	OperatingLeaseAssets	0	0	0	0	0	0001013706	0001320760	0001013706
3	AssetsNoncurrent	-0.233	-0.211	-0.0292	0.366	0.772	0001083446	0001019737	0001286345
4	remainder_Assets	-0.284	-0.0134	0.000158	0.0575	0.119	0001272550	0001371489	0001013706
5	LiabilitiesCurrent	-0.179	-0.0936	0.0737	0.537	0.990	0001094814	0001575259	0001437226
6	LiabilitiesNoncurrent	-0.620	-0.536	0.0121	0.263	0.771	0001366312	0001382219	0001437226
7	remainder_Liabilities	-0.309	-0.116	0.00511	0.0899	0.262	0001470215	0001286345	0001437226
8	CostOfRevenue	-6.54	-1.50	0.0614	0.431	0.501	0001437226	0001388982	0001013706
9	GeneralAndAdministrativeExpense	-0.477	-0.239	0.0389	0.416	0.680	0001084554	0001382219	0001437226
10	LaborExpense	-2.21	-0.402	0.0291	0.127	0.374	0001179090	0001286345	0001437226
11	remainder_Expenses	-0.812	-0.669	0.0114	0.827	1.54	0001443646	0001382219	0001437226
12	RevenueFromContractWithCustomer	0	0	0	0	0	0001013706	0001320760	0001013706
13	RevenueFromReimbursement	0	0	0	0	0	0001013706	0001320760	0001013706
14	remainder_Revenues	-1.45	-0.939	0.000179	0.971	2.05	0001179090	0001567503	0001437226
15	remainder_NetIncome	-0.813	-0.191	-0.0505	0.694	0.828	0001083446	0001533106	0001179090
16	remainder_ComprehensiveNetIncome	-0.0172	-0.00791	-0.00144	0.00985	0.0116	0001437226	0001286345	0001066104

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.721	-0.628	-0.0749	0.539	0.799	0001083446	0001057379	0001094814
1	Liabilities	-0.532	-0.338	0.0631	0.732	1.04	0001371489	0001575259	0001437226
2	Expenses	-1.87	-0.935	-0.0212	0.513	0.617	0001437226	0001443646	0001094814
3	Revenues	-1.45	-0.939	0.000179	0.971	2.05	0001179090	0001567503	0001437226
4	StockholdersEquity	-1.13	-0.491	0.0243	0.708	0.878	0001419275	0001382219	0001304161
5	NetIncome	-0.979	-0.649	0.222	0.928	1.73	0001286345	0001320760	0001437226
6	ComprehensiveNetIncome	-0.983	-0.653	0.219	0.927	1.73	0001286345	0001320760	0001437226
7	BaseVar	nan	nan	nan	nan	nan	0001013706	0001320760	0001013706
8	EconomicCapitalRatiobeforeLimitedLiability	-0.897	-0.874	0.291	1.15	1.69	0001567503	0001366312	0001304161
9	EconomicCapitalRatio	-1.22	-1.19	-0.0282	0.833	1.38	0001230524	0001366312	0001304161

2014

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001575259 0001584618 0001399095 0001088787
error	4 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001228386 0001438673 0001479382
error	3 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001398659 0001398659 0001366312
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001592782
warning	30 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000723533 0001272550 0001382219 0001501489 0001506385 0001531433 0001537511 0001019737 0001066104 0001096132 0001286345 0001590565 0001089473 0001094814 0001228386 0001438673 0001557644 0001567503 0001607450 0001633142 0001398659 0001164012 0001179090 0001388982 0001416729 0001439264 0001479382 0001368055 0001543739 0001575259
warning	29 × The stock price does not exist	industry.us_generic	0001272550 0001382219 0001470215 0001019737 0001066104 0001286345 0001533106 0001599407 0001600347 0001371489 0001437226 0001604738 0001622879 0001094814 0001104265 0001230524 0001438673 0001567503 0001574910 0001602813 0001398659 0001094238 0001164552 0001179090 0001366312 0001388982 0001400683 0001479382 0001409253
warning	16 × No stock price available	subcommand.plot	0000723533 0001272550 0001382219 0001470215 0001501489 0001506385 0001531433 0001537511 0001019737 0001066104 0001096132 0001286345 0001533106 0001590565 0001599407 0001600347
warning	9 × Missing logo	subcommand.report	0000723533 0001272550 0001382219 0001443646 0001470215 0001501489 0001506385 0001531433 0001537511
warning	9 × Ignoring company because Expenses is zero	pre-agg	0001230524 0001230524 0001230524 0001230524 0001164012 0001164552 0001164552 0001164552 0001164552
warning	5 × Ignoring company because Assets is zero	pre-agg	0001286345 0001104265 0001104265 0001104265 0001104265
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001537511 0001537511 0001537511 0001537511
warning	3 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '30 of 30'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '30 of 30'} {'var_name': 'RevenueFromReimbursement', 'zeros': '30 of 30'}
warning	3 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001632121 0001228386 0001228386
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × Similarly named company. Duplicate?	None	0001289848
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001088787
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	17,411	6,114,391	1,225,615,950	1,808,498,000	0000723533	0001382219	0001470215
1	IntangibleAssets	0	0	21,367	1,349,362,900	2,970,351,000	0000723533	0001502966	0001470215
2	OperatingLeaseAssets	0	0	0	0	0	0000723533	0001362004	0000723533
3	AssetsNoncurrent	0	0	505,845	263,027,350	769,834,000	0000723533	0001437226	0001470215
4	remainder_Assets	-4,503,800	-161,806	19,275	57,367,300	79,103,000	0001272550	0000723533	0001470215
5	LiabilitiesCurrent	0	0	2,396,696	785,011,450	1,034,599,000	0000723533	0001533106	0001470215
6	LiabilitiesNoncurrent	0	0	159,897	730,179,350	1,786,441,000	0000723533	0001382219	0001443646
7	remainder_Liabilities	0	0	0	57,647,700	1,193,983,000	0001013706	0001286345	0001470215
8	CostOfRevenue	0	0	0	622,532,050	1,378,088,000	0000723533	0001013706	0001398659
9	GeneralAndAdministrativeExpense	0	0	1,804,434	464,956,900	742,527,000	0001304161	0001502966	0001443646
10	LaborExpense	0	0	0	107,111,950	2,106,431,000	0000723533	0001320760	0001470215
11	remainder_Expenses	2,610	32,527	3,227,339	580,522,800	4,502,184,000	0000723533	0001382219	0001443646
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000723533	0001362004	0000723533
13	RevenueFromReimbursement	0	0	0	0	0	0000723533	0001362004	0000723533
14	remainder_Revenues	0	0	2,045,940	1,726,251,200	3,481,912,000	0000723533	0001537511	0001470215
15	remainder_NetIncome	-37,571,000	-5,421,150	0	15,207,900	5,476,899,000	0001398659	0001590565	0001443646
16	remainder_ComprehensiveNetIncome	-48,876,000	-2,525,650	0	4,094,600	102,748,000	0001066104	0000723533	0001470215

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	35,363	49,574	9,951,890	2,851,591,550	5,627,786,000	0000723533	0001320760	0001470215
1	Liabilities	17,085	44,249	5,907,386	2,040,090,800	2,769,182,000	0000723533	0001437226	0001443646
2	Expenses	22,044	188,115	5,571,044	2,646,439,400	5,244,711,000	0000723533	0001084554	0001443646
3	Revenues	0	0	2,045,940	1,726,251,200	3,481,912,000	0000723533	0001537511	0001470215
4	StockholdersEquity	-5,480,525	-2,282,289	5,391,745	977,110,100	3,110,949,000	0001272550	0001084554	0001470215
5	NetIncome	-36,398,000	-15,607,781	-37,517	214,180,350	366,314,000	0001019737	0000723533	0001470215
6	ComprehensiveNetIncome	-39,141,000	-15,607,781	-37,517	218,113,400	469,062,000	0001019737	0000723533	0001470215
7	BaseVar	40,773	270,000	17,529,093	6,927,718,850	9,935,982,260	0000723533	0001382219	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-17.3	-3.22	0.266	1.48	1.71	0001096132	0001506385	0001304161
9	EconomicCapitalRatio	0.0000000000000000121	0.305	1.36	2.31	2.47	0001096132	0001506385	0001304161

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	AssetsCurrent	-0.509	-0.440	-0.0610	0.360	1.07	0001419275	0001398659	0001502966
1	IntangibleAssets	-0.327	-0.242	-0.00818	0.424	0.546	0001531433	0001600347	0001362004
2	OperatingLeaseAssets	0	0	0	0	0	0000723533	0001362004	0000723533
3	AssetsNoncurrent	-0.303	-0.222	-0.0423	0.123	0.880	0001531433	0001083446	0001286345
4	remainder_Assets	-0.288	-0.253	-0.0650	0.391	0.965	0001272550	0001398659	0000723533
5	LiabilitiesCurrent	-0.806	-0.128	0.134	0.560	1.04	0001600347	0001398659	0001437226
6	LiabilitiesNoncurrent	-0.464	-0.364	0.00846	0.497	0.791	0001371489	0000723533	0001437226
7	remainder_Liabilities	-0.968	-0.275	0.0187	0.200	0.240	0001506385	0001419275	0001382219
8	CostOfRevenue	-6.87	-0.897	0.0741	0.319	0.722	0001437226	0001272550	0001531433
9	GeneralAndAdministrativeExpense	-0.755	-0.459	0.0743	0.685	0.937	0001502966	0001398659	0001531433
10	LaborExpense	-0.670	-0.395	0.0261	0.182	0.324	0000851520	0001599407	0001531433
11	remainder_Expenses	-5.79	-1.15	0.0537	0.632	1.72	0001531433	0001066104	0001437226
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000723533	0001362004	0000723533
13	RevenueFromReimbursement	0	0	0	0	0	0000723533	0001362004	0000723533
14	remainder_Revenues	-1.06	-0.378	0.0674	1.42	2.09	0001443646	0001599407	0001437226
15	remainder_NetIncome	-0.315	-0.218	-0.0241	0.138	0.708	0001533106	0001599407	0001443646
16	remainder_ComprehensiveNetIncome	-0.0453	-0.0134	0.00104	0.0120	0.0282	0001066104	0001362004	0001470215

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.941	-0.631	-0.0591	0.365	0.505	0001419275	0001019737	0001502966
1	Liabilities	-0.557	-0.535	0.0586	0.761	1.08	0001600347	0001398659	0001437226
2	Expenses	-2.04	-1.23	-0.0155	0.387	0.525	0001531433	0001083446	0001304161
3	Revenues	-1.06	-0.378	0.0674	1.42	2.09	0001443646	0001599407	0001437226
4	StockholdersEquity	-2.10	-1.41	-0.0199	0.738	1.25	0001531433	0001362004	0001286345
5	NetIncome	-0.752	-0.608	0.227	1.29	1.59	0001084554	0001506385	0001531433
6	ComprehensiveNetIncome	-0.749	-0.604	0.228	1.30	1.59	0001084554	0001506385	0001437226
7	BaseVar	nan	nan	nan	nan	nan	0000723533	0001362004	0000723533
8	EconomicCapitalRatiobeforeLimitedLiability	-1.03	-0.726	0.329	1.28	1.44	0001096132	0001506385	0001304161
9	EconomicCapitalRatio	-1.33	-1.03	0.0293	0.980	1.14	0001096132	0001506385	0001304161

2015

Logs

error	4 × Negative Expenses, ignoring company.	pre-agg	0001228386 0001371489 0001438673 0001479382
error	3 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001592782 0001600347 0001543739
error	3 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001398659 0001398659 0001366312
error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001584618 0001088787
warning	32 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001089473 0001272550 0001382219 0001501489 0001537511 0001557644 0001633142 0001019737 0001066104 0001094814 0001228386 0001286345 0001567503 0001590565 0001607450 0001096132 0001438673 0001600347 0001629606 0001398659 0001164012 0001179090 0001388982 0001416729 0001439264 0001479382 0001368055 0001543739 0001575259 0000723533 0001506385 0001531433
warning	31 × The stock price does not exist	industry.us_generic	0001272550 0001382219 0001019737 0001066104 0001094814 0001104265 0001286345 0001533106 0001567503 0001574910 0001599407 0001602813 0001604738 0001622879 0001371489 0001437226 0001409253 0001438673 0001508348 0001592782 0001600347 0001398659 0001094238 0001164552 0001179090 0001366312 0001388982 0001400683 0001470215 0001479382 0001230524
warning	25 × No stock price available	subcommand.plot	0001089473 0001272550 0001382219 0001501489 0001537511 0001557644 0001630212 0001633142 0001019737 0001066104 0001094814 0001104265 0001228386 0001286345 0001533106 0001567503 0001574910 0001590565 0001599407 0001602813 0001604738 0001607450 0001620749 0001622879 0001632121
warning	9 × Missing logo	subcommand.report	0001089473 0001272550 0001382219 0001443646 0001501489 0001537511 0001557644 0001630212 0001633142
warning	7 × Ignoring company because Expenses is zero	pre-agg	0001164012 0001164552 0001164552 0001164552 0001164552 0001230524 0001230524
warning	6 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	3 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '38 of 38'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '38 of 38'} {'var_name': 'RevenueFromReimbursement', 'zeros': '38 of 38'}
warning	3 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001228386 0001228386 0001632121
warning	2 × Similarly named company. Duplicate?	None	0001567503 0001607450
warning	2 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001537511 0001537511
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001088787
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	194	4,716	3,340,194	795,754,950	1,195,069,000	0001630212	0001272550	0001398659
1	IntangibleAssets	0	0	401,794	1,150,907,200	1,523,613,000	0001084554	0001104265	0001443646
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001382219	0000851520
3	AssetsNoncurrent	0	0	710,903	179,810,100	355,401,000	0001084554	0001320760	0001398659
4	remainder_Assets	-21,077,793	-7,397,604	255	35,673,800	106,072,000	0001272550	0001632121	0001398659
5	LiabilitiesCurrent	4,648	8,172	3,480,373	603,926,450	848,994,000	0001607450	0001537511	0001443646
6	LiabilitiesNoncurrent	0	0	209,784	1,024,182,900	2,190,038,000	0001057379	0001419275	0001089473
7	remainder_Liabilities	0	0	0	68,361,400	129,344,000	0001013706	0001622879	0001633142
8	CostOfRevenue	0	0	0	376,804,250	694,436,000	0000851520	0001371489	0001362004
9	GeneralAndAdministrativeExpense	0	0	665,052	358,569,500	752,912,000	0001304161	0001537511	0001443646
10	LaborExpense	0	0	0	19,093,800	183,533,000	0001019737	0001019737	0000851520
11	remainder_Expenses	-294,236	0	2,467,281	612,412,650	4,288,217,000	0001286345	0001604738	0001443646
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001382219	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001382219	0000851520
14	remainder_Revenues	0	0	555,238	959,003,700	2,332,591,000	0001228386	0001622879	0001089473
15	remainder_NetIncome	-21,630,000	-8,636,477	0	302,275,100	5,273,698,000	0001066104	0001286345	0001443646
16	remainder_ComprehensiveNetIncome	-39,367,000	-11,554,350	0	25,734	10,854,000	0001066104	0001557644	0001604738

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	194	5,028	9,942,032	2,248,809,000	2,863,982,000	0001630212	0001320760	0001443646
1	Liabilities	5,600	10,287	6,654,391	1,667,385,650	2,923,797,000	0001630212	0001272550	0001089473
2	Expenses	21,857	44,371	7,314,523	1,299,904,950	5,041,129,000	0001228386	0001084554	0001443646
3	Revenues	0	0	555,238	959,003,700	2,332,591,000	0001228386	0001622879	0001089473
4	StockholdersEquity	-771,108,000	-2,761,301	226,853	567,248,350	1,304,356,000	0001089473	0001622879	0001398659
5	NetIncome	-150,577,000	-20,038,646	-51,068	113,534,150	239,817,000	0001089473	0001590565	0001398659
6	ComprehensiveNetIncome	-161,431,000	-20,038,646	-51,068	80,045,550	239,817,000	0001089473	0001590565	0001398659
7	BaseVar	23,361	52,830	15,506,864	2,989,657,239	9,588,764,000	0001630212	0001557644	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-15.9	-5.39	-0.0441	1.72	2.10	0001630212	0001066104	0001622879
9	EconomicCapitalRatio	0.00000000000000660	0.0425	1.15	2.47	2.72	0001630212	0001066104	0001622879

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	AssetsCurrent	-0.324	-0.281	-0.0834	0.328	0.501	0001419275	0001066104	0001604738
1	IntangibleAssets	-0.314	-0.280	-0.0724	0.318	0.659	0001084554	0001104265	0001633142
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001382219	0000851520
3	AssetsNoncurrent	-0.226	-0.189	-0.0681	0.244	0.516	0001437226	0001104265	0001286345
4	remainder_Assets	-0.360	-0.131	0.0519	0.358	0.699	0001272550	0001104265	0001533106
5	LiabilitiesCurrent	-0.156	-0.0658	0.0827	0.652	1.18	0001533106	0001567503	0001622879
6	LiabilitiesNoncurrent	-0.445	-0.344	-0.00280	0.361	0.544	0001371489	0001590565	0001622879
7	remainder_Liabilities	-0.186	-0.107	0.00501	0.107	0.112	0001633142	0001104265	0001622879
8	CostOfRevenue	-2.91	-0.795	0.0447	0.233	0.247	0001437226	0001620749	0001013706
9	GeneralAndAdministrativeExpense	-0.606	-0.466	0.0278	0.431	0.816	0001501489	0001419275	0001013706
10	LaborExpense	-0.626	-0.347	0.0194	0.0961	0.149	0000851520	0001104265	0001437226
11	remainder_Expenses	-0.792	-0.607	-0.00182	0.697	0.807	0001013706	0001630212	0001057379
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001382219	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001382219	0000851520
14	remainder_Revenues	-0.951	-0.489	-0.00174	1.03	1.66	0001443646	0001630212	0001622879
15	remainder_NetIncome	-0.637	-0.269	-0.0387	0.478	0.681	0001533106	0001419275	0001272550
16	remainder_ComprehensiveNetIncome	-0.0376	-0.0282	0.000145	0.00311	0.104	0001066104	0001602813	0001604738

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.690	-0.550	-0.0935	0.450	0.644	0001419275	0001620749	0001398659
1	Liabilities	-0.401	-0.243	0.0935	0.792	1.50	0001371489	0001501489	0001622879
2	Expenses	-0.543	-0.316	-0.0123	0.482	0.644	0001437226	0001320760	0001398659
3	Revenues	-0.951	-0.489	-0.00174	1.03	1.66	0001443646	0001630212	0001622879
4	StockholdersEquity	-0.817	-0.472	-0.00500	1.05	1.42	0001419275	0001590565	0001286345
5	NetIncome	-0.636	-0.488	0.198	0.854	1.62	0001590565	0001083446	0001622879
6	ComprehensiveNetIncome	-0.635	-0.487	0.198	0.850	1.57	0001590565	0001083446	0001622879
7	BaseVar	nan	nan	nan	nan	nan	0000851520	0001382219	0000851520
8	EconomicCapitalRatiobeforeLimitedLiability	-0.932	-0.889	0.214	1.54	1.79	0001630212	0001066104	0001622879
9	EconomicCapitalRatio	-1.20	-1.15	-0.0498	1.28	1.53	0001630212	0001066104	0001622879

2016

Logs

error	4 × Negative Expenses, ignoring company.	pre-agg	0001228386 0001438673 0001371489 0001479382
error	3 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001398659 0001398659 0001366312
error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001657045 0001630212
error	1 × IME and Company effects mismatched for Liabilities, Current. IME Effects: 0.0, Company Effect: 0.00326	subcommand.report	0001607450
warning	34 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001607450 0001019737 0001066104 0001094814 0001096132 0001228386 0001286345 0001438673 0001567503 0001600347 0001629606 0001100778 0001590565 0001653099 0001398659 0001164012 0001272550 0001382219 0001179090 0001388982 0001416729 0001439264 0001479382 0001368055 0001543739 0001575259 0001501489 0001537511 0000723533 0001506385 0001531433 0001089473 0001557644 0001633142
warning	31 × The stock price does not exist	industry.us_generic	0001019737 0001066104 0001094814 0001104265 0001286345 0001438673 0001508348 0001533106 0001567503 0001592782 0001599407 0001600347 0001602813 0001604738 0001622879 0001371489 0001437226 0001574910 0001398659 0001272550 0001382219 0001094238 0001164552 0001179090 0001366312 0001388982 0001400683 0001470215 0001479382 0001409253 0001230524
warning	20 × No stock price available	subcommand.plot	0001607450 0001019737 0001066104 0001094814 0001096132 0001104265 0001228386 0001286345 0001438673 0001508348 0001533106 0001567503 0001592782 0001599407 0001600347 0001602813 0001604738 0001620749 0001622879 0001629606
warning	7 × Ignoring company because Expenses is zero	pre-agg	0001164012 0001164552 0001164552 0001164552 0001164552 0001230524 0001230524
warning	6 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	4 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001228386 0001228386 0001100778 0001632121
warning	3 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '33 of 33'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '33 of 33'} {'var_name': 'RevenueFromReimbursement', 'zeros': '33 of 33'}
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001100778 0001537511 0001537511
warning	2 × Similarly named company. Duplicate?	None	0001607450 0001567503
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	5.00	254	1,498,485	367,084,800	1,227,037,000	0001228386	0001104265	0001398659
1	IntangibleAssets	0	0	0	737,575,200	1,141,457,000	0001084554	0001620749	0001398659
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001398659	0000851520
3	AssetsNoncurrent	0	0	60,722	187,787,400	442,443,000	0001084554	0001419275	0001398659
4	remainder_Assets	-3,708	0	0	62,121,000	83,319,000	0001622879	0001607450	0000851520
5	LiabilitiesCurrent	10,298	35,176	2,161,534	357,050,800	731,355,000	0001602813	0001304161	0001398659
6	LiabilitiesNoncurrent	0	0	0	505,256,600	976,574,000	0001057379	0001629606	0001066104
7	remainder_Liabilities	0	0	0	32,215,200	62,807,000	0001013706	0001013706	0001644378
8	CostOfRevenue	0	0	0	497,676,400	745,137,000	0000851520	0001094814	0001362004
9	GeneralAndAdministrativeExpense	0	0	583,884	138,202,800	328,048,000	0001304161	0001508348	0001362004
10	LaborExpense	0	0	0	29,910,200	193,397,000	0001019737	0001362004	0000851520
11	remainder_Expenses	0	32,907	1,501,453	96,875,000	498,911,000	0001228386	0001437226	0001066104
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001398659	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001398659	0000851520
14	remainder_Revenues	0	0	762,979	983,668,400	1,185,097,000	0001228386	0001084554	0001362004
15	remainder_NetIncome	-23,491,000	-7,126,107	-348	4,030,400	329,645,000	0001066104	0001607450	0001398659
16	remainder_ComprehensiveNetIncome	-95,042,000	-39,232,000	0	31,466	10,007,000	0001066104	0001567503	0001604738

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	5.00	258	4,378,148	1,216,379,400	2,885,880,000	0001228386	0001508348	0001398659
1	Liabilities	10,298	35,176	3,762,636	946,749,000	1,594,712,000	0001602813	0001508348	0001398659
2	Expenses	41,043	49,217	7,486,393	967,893,400	1,139,697,000	0001602813	0001286345	0001362004
3	Revenues	0	0	762,979	983,668,400	1,185,097,000	0001228386	0001084554	0001362004
4	StockholdersEquity	-174,930,000	-3,290,590	655	593,393,200	1,291,168,000	0001066104	0001602813	0001398659
5	NetIncome	-34,658,000	-12,995,000	-260,255	83,803,200	267,547,000	0001066104	0001592782	0001398659
6	ComprehensiveNetIncome	-129,700,000	-10,985,633	-260,061	47,476,200	267,547,000	0001066104	0001592782	0001398659
7	BaseVar	38,057	83,785	13,305,010	2,403,018,244	2,839,387,080	0001602813	0001304161	0001066104
8	EconomicCapitalRatiobeforeLimitedLiability	-24.7	-6.85	-0.578	1.23	1.53	0001286345	0001508348	0001304161
9	EconomicCapitalRatio	0.0000000000000000000000000000000000474	0.0136	1.06	2.14	2.35	0001286345	0001508348	0001304161

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	AssetsCurrent	-0.551	-0.354	-0.0689	0.493	0.608	0001592782	0001019737	0001304161
1	IntangibleAssets	-0.276	-0.190	-0.0438	0.329	0.533	0001629606	0001084554	0001362004
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001398659	0000851520
3	AssetsNoncurrent	-0.135	-0.0951	-0.0231	0.0461	0.258	0001629606	0001592782	0001644378
4	remainder_Assets	-0.243	-0.189	-0.0443	0.346	0.660	0001629606	0001371489	0001533106
5	LiabilitiesCurrent	-0.148	-0.0536	0.0851	0.659	0.727	0001533106	0001083446	0001057379
6	LiabilitiesNoncurrent	-0.630	-0.347	0.00000227	0.170	0.281	0001371489	0001286345	0001057379
7	remainder_Liabilities	-0.286	-0.110	-0.00171	0.0757	0.152	0001644378	0001629606	0001437226
8	CostOfRevenue	-3.16	-0.965	0.0373	0.160	0.257	0001437226	0001600347	0001013706
9	GeneralAndAdministrativeExpense	-1.18	-0.354	0.0251	0.490	0.582	0001629606	0001096132	0001592782
10	LaborExpense	-0.598	-0.408	0.0145	0.0850	0.159	0000851520	0001600347	0001437226
11	remainder_Expenses	-3.86	-0.549	0.0383	0.811	1.10	0001592782	0001096132	0001437226
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001398659	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001398659	0000851520
14	remainder_Revenues	-0.346	-0.285	0.00933	0.953	1.26	0001371489	0001066104	0001437226
15	remainder_NetIncome	-0.530	-0.100	0.0182	0.168	0.231	0001096132	0001228386	0001437226
16	remainder_ComprehensiveNetIncome	-0.343	-0.00949	0.00287	0.0268	0.132	0001644378	0001320760	0001604738

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.906	-0.567	-0.147	0.535	0.631	0001592782	0001602813	0001398659
1	Liabilities	-0.493	-0.148	0.0773	0.626	0.786	0001371489	0001567503	0001057379
2	Expenses	-1.35	-0.456	0.0000199	0.575	0.776	0001592782	0001286345	0001644378
3	Revenues	-0.346	-0.285	0.00933	0.953	1.26	0001371489	0001066104	0001437226
4	StockholdersEquity	-0.579	-0.459	0.0232	0.879	1.24	0001599407	0001592782	0001304161
5	NetIncome	-0.733	-0.373	0.266	1.05	1.13	0001602813	0001304161	0001437226
6	ComprehensiveNetIncome	-0.725	-0.367	0.275	1.03	1.14	0001602813	0001304161	0001437226
7	BaseVar	nan	nan	nan	nan	nan	0000851520	0001398659	0000851520
8	EconomicCapitalRatiobeforeLimitedLiability	-0.677	-0.664	0.381	1.46	1.67	0001286345	0001508348	0001304161
9	EconomicCapitalRatio	-1.04	-1.03	0.0148	1.09	1.30	0001286345	0001508348	0001304161

2017

Logs

error	4 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001438673 0001479382 0001228386
error	4 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001398659 0001398659 0001697730 0001366312
error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001657045
warning	35 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001019737 0001094814 0001100778 0001567503 0001590565 0001600347 0001607450 0001629606 0001653099 0001398659 0001697730 0001066104 0001164012 0001272550 0001382219 0001179090 0001286345 0001388982 0001416729 0001438673 0001439264 0001479382 0001228386 0001368055 0001543739 0001575259 0001501489 0001537511 0000723533 0001096132 0001506385 0001531433 0001089473 0001557644 0001633142
warning	31 × The stock price does not exist	industry.us_generic	0001019737 0001094814 0001508348 0001533106 0001567503 0001574910 0001592782 0001599407 0001600347 0001602813 0001604738 0001622879 0001371489 0001398659 0001400683 0001437226 0001230524 0001066104 0001272550 0001382219 0001094238 0001104265 0001164552 0001179090 0001286345 0001366312 0001388982 0001438673 0001470215 0001479382 0001409253
warning	19 × No stock price available	subcommand.plot	0001019737 0001094814 0001100778 0001508348 0001533106 0001567503 0001574910 0001590565 0001592782 0001599407 0001600347 0001602813 0001604738 0001607450 0001620749 0001622879 0001629606 0001653099 0001661600
warning	9 × Ignoring company because Expenses is zero	pre-agg	0001230524 0001230524 0001230524 0001230524 0001164012 0001164552 0001164552 0001164552 0001164552
warning	6 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	5 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001100778 0001604738 0001228386 0001228386 0001632121
warning	3 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '32 of 32'} {'var_name': 'RevenueFromContractWithCustomer', 'zeros': '32 of 32'} {'var_name': 'RevenueFromReimbursement', 'zeros': '32 of 32'}
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001100778 0001537511 0001537511
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × Similarly named company. Duplicate?	None	0001607450
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	0	1,951,377	322,677,050	1,433,895,000	0001100778	0001533106	0001398659
1	IntangibleAssets	0	0	0	686,722,400	1,468,712,000	0001084554	0001304161	0001398659
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001508348	0000851520
3	AssetsNoncurrent	0	0	1,445,583	252,302,354	469,199,000	0001100778	0001084554	0001398659
4	remainder_Assets	-293,380,760	-4,226,408	68.4	70,906,450	79,113,000	0001083446	0001533106	0000851520
5	LiabilitiesCurrent	0	25,635	1,594,804	192,641,050	838,784,000	0001653099	0001632121	0001398659
6	LiabilitiesNoncurrent	0	0	0	223,573,800	1,175,296,000	0001057379	0001100778	0001398659
7	remainder_Liabilities	0	0	0	39,667,800	60,091,000	0001013706	0001084554	0001644378
8	CostOfRevenue	0	0	0	440,180,400	771,725,000	0000851520	0001371489	0001362004
9	GeneralAndAdministrativeExpense	0	0	848,813	111,497,650	346,440,000	0001304161	0001590565	0001362004
10	LaborExpense	0	0	0	35,307,000	210,289,000	0001019737	0001437226	0000851520
11	remainder_Expenses	0	13,455	1,636,757	95,511,150	300,050,626	0001574910	0001502966	0001083446
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001508348	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001508348	0000851520
14	remainder_Revenues	0	0	236,330	661,308,225	1,229,162,000	0001100778	0001600347	0001362004
15	remainder_NetIncome	-6,189,924	-1,258,119	0	7,709,316	320,583,000	0001533106	0001602813	0001398659
16	remainder_ComprehensiveNetIncome	-66,375,000	-445,160	0	3,742,450	6,028,000	0001644378	0001629606	0001019737

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	299	1,406	7,518,753	1,093,759,950	3,449,621,000	0001607450	0001599407	0001398659
1	Liabilities	22,913	33,288	1,624,516	438,512,750	2,020,827,000	0001602813	0001632121	0001398659
2	Expenses	3,866	24,507	3,704,767	610,128,975	1,166,407,000	0001304161	0001371489	0001362004
3	Revenues	0	0	236,330	661,308,225	1,229,162,000	0001100778	0001600347	0001362004
4	StockholdersEquity	-1,524,646	-609,523	1,848,488	648,116,800	1,428,794,000	0001632121	0001508348	0001398659
5	NetIncome	-37,898,285	-13,168,033	-114,816	90,124,650	260,841,000	0001100778	0001653099	0001398659
6	ComprehensiveNetIncome	-37,898,285	-12,226,843	-60,948	73,553,350	260,841,000	0001100778	0001661600	0001398659
7	BaseVar	31,070	66,790	13,544,661	2,203,472,767	2,986,238,500	0001602813	0001622879	0001398659
8	EconomicCapitalRatiobeforeLimitedLiability	-60.9	-5.50	-0.172	1.39	1.49	0001100778	0001599407	0001304161
9	EconomicCapitalRatio	0.00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000121	0.0506	1.10	2.25	2.32	0001100778	0001599407	0001304161

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	AssetsCurrent	-0.684	-0.377	-0.0698	0.485	0.618	0001629606	0001083446	0001590565
1	IntangibleAssets	-0.398	-0.240	-0.0286	0.331	1.08	0001629606	0001653099	0001622879
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001508348	0000851520
3	AssetsNoncurrent	-0.343	-0.172	-0.0308	0.280	1.21	0001629606	0000851520	0001622879
4	remainder_Assets	-0.488	-0.110	-0.00596	0.222	0.876	0001622879	0001592782	0001508348
5	LiabilitiesCurrent	-0.326	-0.0495	0.105	0.583	0.635	0001574910	0001607450	0001013706
6	LiabilitiesNoncurrent	-0.600	-0.348	-0.00228	0.112	0.178	0001371489	0001661600	0001057379
7	remainder_Liabilities	-0.411	-0.243	0.00159	0.164	0.254	0001592782	0001653099	0001013706
8	CostOfRevenue	-1.16	-0.908	0.0331	0.144	0.274	0001437226	0001502966	0001013706
9	GeneralAndAdministrativeExpense	-0.830	-0.534	0.0572	0.226	0.363	0001502966	0001567503	0001013706
10	LaborExpense	-0.668	-0.468	0.0162	0.0741	0.0879	0001604738	0001084554	0001437226
11	remainder_Expenses	-0.762	-0.596	0.0323	0.801	0.930	0001502966	0001084554	0001057379
12	RevenueFromContractWithCustomer	0	0	0	0	0	0000851520	0001508348	0000851520
13	RevenueFromReimbursement	0	0	0	0	0	0000851520	0001508348	0000851520
14	remainder_Revenues	-0.306	-0.271	-0.00304	0.801	0.950	0001371489	0001100778	0001057379
15	remainder_NetIncome	-1.21	-0.0689	0.0392	0.105	0.164	0001533106	0001371489	0001398659
16	remainder_ComprehensiveNetIncome	-0.245	-0.102	0.00977	0.0563	0.0636	0001632121	0001094814	0001533106

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.756	-0.559	-0.0629	0.507	0.561	0001629606	0001362004	0001398659
1	Liabilities	-0.488	-0.283	0.104	0.622	0.764	0001371489	0001607450	0001057379
2	Expenses	-1.14	-0.542	0.0124	0.524	0.560	0001502966	0001574910	0001398659
3	Revenues	-0.306	-0.271	-0.00304	0.801	0.950	0001371489	0001100778	0001057379
4	StockholdersEquity	-0.691	-0.558	0.0346	0.812	1.21	0001629606	0001508348	0001304161
5	NetIncome	-1.00	-0.522	0.103	0.939	1.13	0001533106	0001604738	0001644378
6	ComprehensiveNetIncome	-0.803	-0.502	0.109	0.927	0.969	0001533106	0001604738	0001057379
7	BaseVar	nan	nan	nan	nan	nan	0000851520	0001508348	0000851520
8	EconomicCapitalRatiobeforeLimitedLiability	-0.430	-0.379	0.672	1.82	1.89	0001100778	0001599407	0001304161
9	EconomicCapitalRatio	-1.14	-1.09	-0.0427	1.11	1.17	0001100778	0001599407	0001304161

2018

Logs

error	5 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001508348 0001398659 0001398659 0001366312 0001697730
error	4 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001438673 0001479382 0001228386
error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001498291 0001678848
warning	36 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001019737 0001100778 0001567503 0001607450 0001629606 0001653099 0001398659 0001777319 0001066104 0001164012 0001272550 0001382219 0001094814 0001179090 0001286345 0001388982 0001416729 0001438673 0001439264 0001479382 0001228386 0001368055 0001543739 0001575259 0001501489 0001537511 0000723533 0001096132 0001506385 0001531433 0001590565 0001600347 0001089473 0001557644 0001633142 0001697730
warning	33 × The stock price does not exist	industry.us_generic	0001400683 0001019737 0001508348 0001533106 0001567503 0001574910 0001592782 0001599407 0001604738 0001622879 0001398659 0001437226 0001498291 0001751143 0001066104 0001272550 0001371489 0001382219 0001094238 0001094814 0001104265 0001164552 0001179090 0001286345 0001366312 0001388982 0001438673 0001470215 0001479382 0001409253 0001230524 0001600347 0001602813
warning	17 × No stock price available	subcommand.plot	0001400683 0001693687 0001019737 0001100778 0001508348 0001533106 0001567503 0001574910 0001592782 0001599407 0001604738 0001607450 0001620749 0001622879 0001629606 0001653099 0001657045
warning	8 × Ignoring company because Expenses is zero	pre-agg	0001164012 0001164552 0001164552 0001164552 0001164552 0001230524 0001230524 0001230524
warning	6 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	5 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001100778 0001604738 0001228386 0001228386 0001632121
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001100778 0001537511 0001537511
warning	2 × Missing logo	subcommand.report	0001400683 0001693687
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × Zero effects	check_effects	{'var_name': 'OperatingLeaseAssets', 'zeros': '31 of 31'}
warning	1 × Similarly named company. Duplicate?	None	0001607450
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001678848
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	0	3,217,871	400,730,500	1,355,057,000	0001653099	0001100778	0001398659
1	IntangibleAssets	0	0	8,128	593,830,500	1,570,919,000	0001084554	0001400683	0001398659
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001533106	0000851520
3	AssetsNoncurrent	0	0	1,019,480	252,642,128	367,874,000	0001574910	0001100778	0001398659
4	remainder_Assets	-272,681,763	-6,430,558	3,936	63,668,000	235,595,000	0001083446	0001629606	0001398659
5	LiabilitiesCurrent	0	0	1,458,061	211,937,500	976,312,000	0001632121	0001574910	0001398659
6	LiabilitiesNoncurrent	0	0	0	157,494,000	1,140,871,000	0001057379	0001657045	0001398659
7	remainder_Liabilities	0	0	80,141	43,690,000	55,303,000	0001013706	0001657045	0001604738
8	CostOfRevenue	0	0	0.0930	704,000,000	1,921,768,000	0000851520	0001320760	0001398659
9	GeneralAndAdministrativeExpense	0	0	1,438,255	249,779,000	693,865,000	0001607450	0001508348	0001398659
10	LaborExpense	0	0	0	101,060,500	215,052,000	0001019737	0001019737	0000851520
11	remainder_Expenses	-523,805	41,664	1,407,947	96,820,500	174,815,000	0001400683	0001437226	0001371489
12	RevenueFromContractWithCustomer	0	0	0	846,306,000	3,000,790,000	0001019737	0001019737	0001398659
13	RevenueFromReimbursement	0	0	0	0	24,884,000	0001013706	0001693687	0000851520
14	remainder_Revenues	-4,778,712	-477,517	0	464,716,376	743,614,000	0001084554	0001604738	0001019737
15	remainder_NetIncome	-5,805,031	-4,199,500	0	19,923,000	104,589,000	0001083446	0001629606	0001019737
16	remainder_ComprehensiveNetIncome	-153,734,000	-64,035,000	0	1,006,236	12,260,000	0001398659	0001607450	0001019737

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	4,180	7,152	6,061,452	1,065,704,500	3,529,445,000	0001620749	0001599407	0001398659
1	Liabilities	63,834	91,147	2,627,465	379,219,500	2,125,263,000	0001620749	0001508348	0001398659
2	Expenses	28,212	74,110	5,676,298	1,001,505,000	2,735,246,000	0001620749	0001100778	0001398659
3	Revenues	-4,778,712	-32,517	2,303,553	1,040,793,500	3,000,790,000	0001084554	0001100778	0001398659
4	StockholdersEquity	-3,394,000	-2,070,088	2,485,493	686,485,000	1,404,182,000	0001661600	0001320760	0001398659
5	NetIncome	-15,676,108	-4,790,358	-29,044	169,228,500	281,258,000	0001084554	0001620749	0001398659
6	ComprehensiveNetIncome	-15,676,108	-4,790,358	-29,044	111,781,500	133,291,000	0001084554	0001620749	0001019737
7	BaseVar	54,007	125,944	8,994,264	2,111,387,120	6,724,973,440	0001620749	0001508348	0001398659
8	EconomicCapitalRatiobeforeLimitedLiability	-18.0	-2.99	0.0834	1.63	1.85	0001629606	0001508348	0001644378
9	EconomicCapitalRatio	0.000000000000000000426	0.346	1.19	2.41	2.56	0001629606	0001508348	0001644378

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	AssetsCurrent	-0.239	-0.226	-0.0297	0.424	1.25	0001400683	0001604738	0001084554
1	IntangibleAssets	-0.192	-0.116	-0.0303	0.302	0.446	0001502966	0001599407	0001604738
2	OperatingLeaseAssets	0	0	0	0	0	0000851520	0001533106	0000851520
3	AssetsNoncurrent	-0.143	-0.119	-0.0291	0.173	0.397	0001437226	0001057379	0001502966
4	remainder_Assets	-0.159	-0.104	-0.0246	0.510	0.839	0001533106	0001622879	0001693687
5	LiabilitiesCurrent	-0.378	-0.107	0.246	0.581	0.601	0001574910	0001398659	0001057379
6	LiabilitiesNoncurrent	-0.507	-0.364	0.00000271	0.0818	0.142	0001371489	0001629606	0001057379
7	remainder_Liabilities	-0.0972	-0.0782	0.219	0.478	0.540	0001657045	0001084554	0001320760
8	CostOfRevenue	-1.26	-1.12	0.0640	0.336	0.597	0001437226	0001632121	0001320760
9	GeneralAndAdministrativeExpense	-1.16	-0.327	0.0321	0.183	0.312	0001400683	0001567503	0001013706
10	LaborExpense	-0.538	-0.412	0.0238	0.145	0.174	0000851520	0001657045	0001320760
11	remainder_Expenses	-0.843	-0.496	0.146	0.752	0.977	0001100778	0001502966	0001057379
12	RevenueFromContractWithCustomer	-0.619	-0.424	-0.0991	1.10	1.19	0001437226	0001653099	0001057379
13	RevenueFromReimbursement	-0.00521	-0.00473	-0.00199	-0.000217	0.0729	0001320760	0001508348	0000851520
14	remainder_Revenues	-0.633	-0.542	-0.0791	1.03	1.21	0001084554	0001620749	0001083446
15	remainder_NetIncome	-0.449	-0.362	0.0256	0.224	0.909	0001508348	0001083446	0001400683
16	remainder_ComprehensiveNetIncome	-0.356	-0.0290	0.00733	0.0263	0.0337	0001644378	0001533106	0001019737

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.562	-0.383	-0.0295	0.326	0.751	0001400683	0001599407	0001084554
1	Liabilities	-0.0718	-0.0181	0.252	0.843	0.985	0001592782	0001653099	0001057379
2	Expenses	-1.25	-0.572	0.0176	0.381	0.540	0001502966	0001599407	0001644378
3	Revenues	-0.889	-0.524	0.0928	0.864	1.04	0001084554	0001599407	0001057379
4	StockholdersEquity	-0.813	-0.558	0.234	0.987	1.26	0001400683	0001574910	0001622879
5	NetIncome	-0.819	-0.546	0.0950	0.965	1.42	0001084554	0001599407	0001644378
6	ComprehensiveNetIncome	-0.810	-0.532	0.0996	0.929	1.02	0001084554	0001599407	0001057379
7	BaseVar	nan	nan	nan	nan	nan	0000851520	0001533106	0000851520
8	EconomicCapitalRatiobeforeLimitedLiability	-1.01	-0.663	0.179	1.40	1.55	0001629606	0001508348	0001644378
9	EconomicCapitalRatio	-1.32	-0.976	-0.134	1.09	1.24	0001629606	0001508348	0001644378

2019

Logs

error	5 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001398659 0001398659 0001508348 0001366312 0001697730
error	4 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001438673 0001479382 0001228386
error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001574910 0001084554
warning	36 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001567503 0001607450 0001629606 0001653099 0001777319 0001398659 0001019737 0001066104 0001164012 0001272550 0001382219 0001094814 0001179090 0001286345 0001388982 0001416729 0001438673 0001439264 0001479382 0001228386 0001368055 0001543739 0001575259 0001501489 0001537511 0000723533 0001096132 0001506385 0001531433 0001590565 0001600347 0001089473 0001557644 0001633142 0001100778 0001697730
warning	35 × The stock price does not exist	industry.us_generic	0001498291 0001533106 0001567503 0001592782 0001599407 0001607450 0001622879 0001751143 0001398659 0001437226 0001574910 0001508348 0001661600 0001019737 0001066104 0001272550 0001371489 0001382219 0001094238 0001094814 0001104265 0001164552 0001179090 0001286345 0001366312 0001388982 0001400683 0001438673 0001470215 0001479382 0001409253 0001230524 0001600347 0001604738 0001602813
warning	13 × No stock price available	subcommand.plot	0001693687 0001498291 0001533106 0001567503 0001592782 0001599407 0001607450 0001620749 0001622879 0001629606 0001653099 0001751143 0001777319
warning	9 × Ignoring company because Expenses is zero	pre-agg	0001661600 0001164012 0001164552 0001164552 0001164552 0001164552 0001230524 0001230524 0001230524
warning	6 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	5 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001632121 0001228386 0001228386 0001604738 0001100778
warning	3 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001537511 0001537511 0001100778
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001574910 0001084554
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × Missing logo	subcommand.report	0001693687
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	0	1,101,497	455,815,000	1,551,676,000	0001653099	0001629606	0001398659
1	IntangibleAssets	0	0	454,449	624,489,216	1,805,327,000	0001230524	0001533106	0001398659
2	OperatingLeaseAssets	0	0	128	98,049,818	330,854,000	0001230524	0001230524	0001398659
3	AssetsNoncurrent	0	0	532,763	326,409,250	471,114,000	0001592782	0001533106	0001398659
4	remainder_Assets	-355,764,780	-8,866,252	0	156,618,057	295,213,000	0001083446	0001230524	0001398659
5	LiabilitiesCurrent	0	0	4,419,222	273,695,409	910,211,000	0001653099	0001498291	0001398659
6	LiabilitiesNoncurrent	0	0	66,828	293,613,009	1,850,812,000	0001230524	0001622879	0001398659
7	remainder_Liabilities	-18,269,448	-507,500	118,462	24,253,900	37,621,000	0001083446	0001693687	0001362004
8	CostOfRevenue	0	0	3,484,589	807,572,370	2,294,688,000	0001230524	0001498291	0001398659
9	GeneralAndAdministrativeExpense	0	0	752,480	304,789,500	794,901,000	0001592782	0001419275	0001398659
10	LaborExpense	0	0	0	10,831,060	130,619,000	0001057379	0001498291	0001644378
11	remainder_Expenses	-1,995,000	0	1,057,204	52,669,600	127,148,000	0001437226	0001592782	0001398659
12	RevenueFromContractWithCustomer	0	0	2,368	1,203,152,929	3,520,543,000	0001230524	0001657045	0001398659
13	RevenueFromReimbursement	0	0	0	0	34,668,113	0001013706	0001502966	0001599407
14	remainder_Revenues	0	0	0	139,222,086	722,138,000	0001013706	0001362004	0001644378
15	remainder_NetIncome	-6,580,039	-3,317,100	-3,496	1,030,576	4,054,156	0001083446	0001620749	0001751143
16	remainder_ComprehensiveNetIncome	-94,471,000	-17,218,900	0	313,400	844,000	0001644378	0001592782	0001057379

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	671	1,417	7,264,050	1,196,665,904	4,454,184,000	0001620749	0001629606	0001398659
1	Liabilities	90,642	128,386	5,628,367	588,162,284	2,765,013,000	0001620749	0001629606	0001398659
2	Expenses	14,129	36,079	15,566,406	1,151,094,100	3,216,737,000	0001230524	0001629606	0001398659
3	Revenues	0	0	3,852,852	1,251,608,900	3,520,543,000	0001230524	0001498291	0001398659
4	StockholdersEquity	-5,367,339	-3,853,810	1,168,400	658,896,200	1,689,171,000	0001419275	0001230524	0001398659
5	NetIncome	-16,975,742	-10,597,522	-176,433	139,012,200	304,881,000	0001622879	0001657045	0001398659
6	ComprehensiveNetIncome	-16,975,742	-10,569,022	-143,693	73,004,600	280,385,000	0001622879	0001657045	0001398659
7	BaseVar	65,666	138,807	26,724,853	2,454,662,372	8,073,080,160	0001620749	0001592782	0001398659
8	EconomicCapitalRatiobeforeLimitedLiability	-2.84	-2.68	-0.333	1.43	1.67	0001653099	0001693687	0001751143
9	EconomicCapitalRatio	0.388	0.436	1.09	2.28	2.44	0001653099	0001693687	0001751143

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	AssetsCurrent	-0.957	-0.132	-0.0138	0.235	0.500	0001592782	0001693687	0001777319
1	IntangibleAssets	-0.666	-0.198	-0.0150	0.313	0.394	0001592782	0001230524	0001777319
2	OperatingLeaseAssets	-0.180	-0.0233	-0.00204	0.0469	0.0502	0001592782	0001657045	0001362004
3	AssetsNoncurrent	-0.901	-0.232	-0.0935	0.273	1.21	0001592782	0001607450	0001230524
4	remainder_Assets	-0.805	-0.425	-0.0946	0.507	1.24	0001592782	0001653099	0001751143
5	LiabilitiesCurrent	-0.188	-0.0561	0.180	0.756	0.809	0001592782	0001320760	0001057379
6	LiabilitiesNoncurrent	-0.480	-0.422	-0.00406	0.144	0.147	0001398659	0001498291	0001013706
7	remainder_Liabilities	-0.668	-0.341	0.0695	0.454	0.488	0001657045	0001751143	0001437226
8	CostOfRevenue	-17.3	-1.01	-0.0545	0.194	0.207	0001592782	0001419275	0001230524
9	GeneralAndAdministrativeExpense	-0.345	-0.283	0.0193	0.187	0.459	0001502966	0001533106	0001592782
10	LaborExpense	-0.485	-0.234	0.0112	0.0583	0.146	0001013706	0001751143	0001592782
11	remainder_Expenses	-0.548	-0.447	0.0521	0.491	0.754	0001629606	0001599407	0001437226
12	RevenueFromContractWithCustomer	-0.882	-0.585	-0.115	0.834	1.13	0001437226	0001607450	0001057379
13	RevenueFromReimbursement	-0.229	-0.0865	-0.0247	-0.00351	0.582	0001592782	0001498291	0001599407
14	remainder_Revenues	-1.27	-0.386	-0.0651	0.919	1.35	0001592782	0001533106	0001437226
15	remainder_NetIncome	-0.305	-0.144	0.0532	0.133	0.291	0001533106	0001622879	0001592782
16	remainder_ComprehensiveNetIncome	-0.203	-0.00429	0.00161	0.0120	0.0167	0001644378	0001629606	0001592782

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-1.71	-0.396	-0.106	0.496	0.706	0001592782	0001533106	0001230524
1	Liabilities	-0.201	-0.0435	0.267	0.956	1.07	0001592782	0001607450	0001057379
2	Expenses	-9.00	-0.742	-0.0233	0.333	0.433	0001592782	0001498291	0001230524
3	Revenues	-0.276	-0.255	0.0495	0.882	1.07	0001751143	0001777319	0001057379
4	StockholdersEquity	-0.562	-0.556	0.176	1.12	1.34	0001653099	0001320760	0001751143
5	NetIncome	-0.568	-0.466	0.0239	0.915	1.07	0001629606	0001419275	0001644378
6	ComprehensiveNetIncome	-0.567	-0.465	0.0248	0.789	0.984	0001629606	0001419275	0001057379
7	BaseVar	nan	nan	nan	nan	nan	0001013706	0001567503	0001013706
8	EconomicCapitalRatiobeforeLimitedLiability	-0.673	-0.626	0.0283	1.22	1.38	0001653099	0001693687	0001751143
9	EconomicCapitalRatio	-0.839	-0.791	-0.137	1.05	1.22	0001653099	0001693687	0001751143

2020

Logs

error	5 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001508348 0001398659 0001398659 0001366312 0001697730
error	4 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001438673 0001479382 0001228386
warning	36 × The stock price does not exist	industry.us_generic	0001498291 0001508348 0001574910 0001599407 0001607450 0001622879 0001751143 0001230524 0001398659 0001437226 0001661600 0001790625 0001019737 0001066104 0001272550 0001371489 0001382219 0001094238 0001094814 0001104265 0001164552 0001179090 0001286345 0001366312 0001388982 0001400683 0001438673 0001470215 0001479382 0001533106 0001409253 0001567503 0001600347 0001604738 0001602813 0001592782
warning	36 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001607450 0001777319 0001398659 0001439264 0001019737 0001066104 0001164012 0001272550 0001382219 0001094814 0001179090 0001286345 0001388982 0001416729 0001438673 0001479382 0001228386 0001368055 0001543739 0001567503 0001575259 0001501489 0001537511 0000723533 0001096132 0001506385 0001531433 0001590565 0001600347 0001089473 0001557644 0001633142 0001629606 0001100778 0001653099 0001697730
warning	12 × Ignoring company because Expenses is zero	pre-agg	0001230524 0001230524 0001230524 0001661600 0001661600 0001661600 0001661600 0001164012 0001164552 0001164552 0001164552 0001164552
warning	10 × No stock price available	subcommand.plot	0001693687 0001498291 0001508348 0001574910 0001599407 0001607450 0001620749 0001622879 0001751143 0001777319
warning	6 × Ignoring company because Assets is zero	pre-agg	0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	5 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001632121 0001228386 0001228386 0001604738 0001100778
warning	4 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001508348 0001537511 0001537511 0001100778
warning	2 × Ignoring company because ECR is too negative	pre-agg	0001409253 0001409253
warning	1 × Similarly named company. Duplicate?	None	0001607450
warning	1 × Missing logo	subcommand.report	0001693687
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001230524
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	1,440	6,360,724	434,545,600	1,748,868,000	0001654672	0001777319	0001398659
1	IntangibleAssets	0	0	1,382,260	863,276,000	1,932,420,000	0001304161	0001230524	0001398659
2	OperatingLeaseAssets	0	0	13,697	100,800,400	304,714,000	0001084554	0001777319	0001398659
3	AssetsNoncurrent	0	0	885,565	383,893,600	554,940,000	0001084554	0001502966	0001398659
4	remainder_Assets	-344,612,000	-41,130,805	0	9,247,531	332,571,000	0001083446	0001362004	0001398659
5	LiabilitiesCurrent	123,327	155,583	4,764,596	381,089,300	1,204,152,000	0001620749	0001498291	0001398659
6	LiabilitiesNoncurrent	0	0	728,497	414,929,600	1,835,132,000	0001084554	0001574910	0001398659
7	remainder_Liabilities	-10,959,000	-1,142,700	0	18,609,800	25,451,000	0001083446	0001398659	0001643615
8	CostOfRevenue	0	0	4,366,762	868,097,800	2,418,137,000	0001084554	0001777319	0001398659
9	GeneralAndAdministrativeExpense	0	517	3,837,028	339,334,200	789,849,000	0001693687	0001419275	0001398659
10	LaborExpense	0	0	0	6,403,370	9,142,000	0001083446	0001437226	0001013706
11	remainder_Expenses	-1,317,576	0	2,772,465	123,174,700	250,150,000	0001508348	0001437226	0001751143
12	RevenueFromContractWithCustomer	0	0	83.2	1,308,050,600	3,709,377,000	0001084554	0001084554	0001398659
13	RevenueFromReimbursement	0	0	0	5,337,655	26,887,000	0001013706	0001437226	0001289848
14	remainder_Revenues	0	0	0	143,070,956	468,217,000	0001013706	0001230524	0001751143
15	remainder_NetIncome	-57,571,000	-26,116,263	0	1,969,648	97,924,000	0001398659	0001751143	0001083446
16	remainder_ComprehensiveNetIncome	-13,384,000	-1,935,900	0	101,400	2,467,000	0001398659	0001574910	0001371489

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,232	16,428	19,246,569	1,484,345,800	4,873,513,000	0001620749	0001599407	0001398659
1	Liabilities	123,327	155,583	9,000,486	795,890,500	3,039,284,000	0001620749	0001508348	0001398659
2	Expenses	26,318	61,153	14,586,864	1,282,873,700	3,343,530,000	0001620749	0001084554	0001398659
3	Revenues	0	0	8,543,015	1,316,116,700	3,709,377,000	0001084554	0001419275	0001398659
4	StockholdersEquity	-3,849,003	-2,137,895	6,732,228	688,455,300	1,834,229,000	0001498291	0001654672	0001398659
5	NetIncome	-57,949,000	-26,504,900	-232,907	102,111,700	308,276,000	0001643615	0001230524	0001398659
6	ComprehensiveNetIncome	-57,838,000	-27,067,400	-232,907	101,523,100	294,892,000	0001643615	0001230524	0001398659
7	BaseVar	83,321	202,856	26,805,412	2,857,999,150	8,658,147,420	0001620749	0001419275	0001398659
8	EconomicCapitalRatiobeforeLimitedLiability	-2.45	-2.08	0.307	1.19	2.47	0001620749	0001777319	0001657045
9	EconomicCapitalRatio	0.507	0.631	1.40	2.11	2.97	0001620749	0001777319	0001657045

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	AssetsCurrent	-0.187	-0.150	-0.0462	0.445	1.01	0001502966	0001643615	0001084554
1	IntangibleAssets	-0.370	-0.228	-0.0175	0.380	0.908	0001320760	0001437226	0001230524
2	OperatingLeaseAssets	-0.0558	-0.0488	-0.0151	0.0642	0.363	0001320760	0001083446	0001508348
3	AssetsNoncurrent	-0.180	-0.129	-0.0314	0.345	0.657	0001320760	0001304161	0001622879
4	remainder_Assets	-0.519	-0.150	-0.0360	0.189	1.19	0001622879	0001620749	0001654672
5	LiabilitiesCurrent	-0.380	-0.107	0.257	0.593	0.824	0001657045	0001622879	0001437226
6	LiabilitiesNoncurrent	-0.659	-0.370	-0.00464	0.246	0.510	0001508348	0001607450	0001657045
7	remainder_Liabilities	-0.127	-0.0714	0.00152	0.0830	0.117	0001304161	0001084554	0001013706
8	CostOfRevenue	-1.07	-0.913	-0.0621	0.255	0.686	0001320760	0001777319	0001657045
9	GeneralAndAdministrativeExpense	-0.464	-0.282	0.0292	0.198	0.243	0001657045	0001751143	0001013706
10	LaborExpense	-0.406	-0.130	0.0127	0.0419	0.0467	0001013706	0001230524	0001320760
11	remainder_Expenses	-0.412	-0.347	0.120	0.384	0.504	0001751143	0001643615	0001437226
12	RevenueFromContractWithCustomer	-0.782	-0.715	-0.0853	0.562	0.734	0001437226	0001419275	0001083446
13	RevenueFromReimbursement	-0.0286	-0.0267	-0.00787	0.0147	0.176	0001320760	0001508348	0001599407
14	remainder_Revenues	-0.433	-0.387	-0.108	0.776	1.28	0001320760	0001654672	0001437226
15	remainder_NetIncome	-0.155	-0.139	-0.0483	0.0825	2.42	0001599407	0001620749	0001657045
16	remainder_ComprehensiveNetIncome	-0.0272	-0.00298	0.000205	0.00383	0.0153	0001657045	0001599407	0001371489

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.448	-0.333	-0.0167	0.527	0.709	0001320760	0001419275	0001654672
1	Liabilities	-0.271	-0.0988	0.208	0.625	0.830	0001508348	0001607450	0001437226
2	Expenses	-0.601	-0.574	-0.0651	0.381	0.693	0001437226	0001362004	0001657045
3	Revenues	-1.25	-0.411	0.0608	0.495	0.920	0001657045	0001751143	0001437226
4	StockholdersEquity	-1.02	-0.528	0.281	0.745	0.837	0001657045	0001622879	0001654672
5	NetIncome	-0.864	-0.318	0.0573	0.600	2.23	0001084554	0001508348	0001657045
6	ComprehensiveNetIncome	-0.864	-0.318	0.0576	0.598	2.21	0001084554	0001508348	0001657045
7	BaseVar	nan	nan	nan	nan	nan	0001013706	0001502966	0001013706
8	EconomicCapitalRatiobeforeLimitedLiability	-0.599	-0.475	0.294	1.01	1.87	0001620749	0001777319	0001657045
9	EconomicCapitalRatio	-0.872	-0.749	0.0202	0.731	1.59	0001620749	0001777319	0001657045

2021

Logs

error	5 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001508348 0001398659 0001398659 0001366312 0001697730
error	4 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001438673 0001479382 0001228386
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001600347
error	1 × IME and Company effects mismatched for Expenses. IME Effects: 0.0, Company Effect: 0.00269	subcommand.report	0001813603
warning	39 × The stock price does not exist	industry.us_generic	0001508348 0001599407 0001622879 0001751143 0001790625 0001230524 0001398659 0001437226 0001661600 0001673504 0001678848 0001693687 0001019737 0001066104 0001272550 0001371489 0001382219 0001094238 0001094814 0001104265 0001164552 0001179090 0001286345 0001366312 0001388982 0001400683 0001438673 0001470215 0001479382 0001533106 0001409253 0001567503 0001600347 0001604738 0001574910 0001602813 0001607450 0001592782 0001498291
warning	36 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001439264 0001777319 0000723533 0001398659 0001019737 0001066104 0001164012 0001272550 0001382219 0001094814 0001179090 0001286345 0001388982 0001416729 0001438673 0001479382 0001228386 0001368055 0001543739 0001567503 0001575259 0001501489 0001537511 0001096132 0001506385 0001531433 0001590565 0001600347 0001089473 0001557644 0001607450 0001633142 0001629606 0001100778 0001653099 0001697730
warning	13 × Ignoring company because Expenses is zero	pre-agg	0001230524 0001230524 0001230524 0001661600 0001661600 0001661600 0001661600 0001661600 0001164012 0001164552 0001164552 0001164552 0001164552
warning	7 × No stock price available	subcommand.plot	0001439264 0001508348 0001599407 0001622879 0001751143 0001777319 0001790625
warning	7 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001508348 0001508348 0001508348 0001508348 0001537511 0001537511 0001100778
warning	7 × Ignoring company because Assets is zero	pre-agg	0001693687 0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	5 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001228386 0001228386 0001604738 0001632121 0001100778
warning	3 × Ignoring company because ECR is too negative	pre-agg	0001673504 0001409253 0001409253
warning	2 × Similarly named company. Duplicate?	None	0001289848 0001847590
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001620749
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001230524
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001084554

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	AssetsCurrent	0	57,391	55,577,142	957,257,750	1,921,641,000	0001654672	0001790625	0001398659
1	IntangibleAssets	0	0	18,508,033	1,202,511,800	1,900,662,000	0001084554	0001777319	0001398659
2	OperatingLeaseAssets	0	0	2,473,000	198,634,900	270,603,000	0001084554	0001599407	0001398659
3	AssetsNoncurrent	0	0	3,830,068	337,924,700	537,247,000	0001084554	0001371489	0001398659
4	remainder_Assets	-351,287,000	-114,875,857	43,094	65,107,150	345,116,000	0001083446	0001599407	0001398659
5	LiabilitiesCurrent	22,661	195,042	26,968,535	677,145,200	1,312,743,000	0001813603	0001437226	0001398659
6	LiabilitiesNoncurrent	0	0	10,259,573	628,257,000	1,765,393,000	0001084554	0001437226	0001398659
7	remainder_Liabilities	-12,273,000	-5,941,450	0	23,100,650	33,187,000	0001289848	0001057379	0001643615
8	CostOfRevenue	0	0	30,937,020	1,494,335,350	2,590,252,000	0000851520	0001013706	0001398659
9	GeneralAndAdministrativeExpense	0	127,727	9,513,156	489,571,600	865,715,000	0001751143	0001777319	0001398659
10	LaborExpense	0	0	0	101,642,250	278,047,000	0000887936	0001320760	0000851520
11	remainder_Expenses	-54,746,000	0	7,670,243	127,882,750	284,502,000	0001847590	0001622879	0001751143
12	RevenueFromContractWithCustomer	0	0	8,859,832	1,261,714,400	4,022,211,000	0000887936	0001777319	0001398659
13	RevenueFromReimbursement	0	0	0	17,458,379	31,419,000	0000887936	0001398659	0000851520
14	remainder_Revenues	-31,419,000	0	0	396,244,850	2,776,222,000	0000851520	0001320760	0000887936
15	remainder_NetIncome	-24,667,000	-17,609,500	-3,480	19,331,650	27,197,000	0001398659	0001751143	0001289848
16	remainder_ComprehensiveNetIncome	-22,405,000	-6,935,424	0	1,689,050	3,779,000	0000887936	0001751143	0001289848

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	285,109	1,371,028	123,242,429	2,537,790,250	4,975,269,000	0001439264	0001419275	0001398659
1	Liabilities	29,560	396,452	52,644,728	1,305,402,200	3,078,136,000	0001813603	0001847590	0001398659
2	Expenses	247,217	467,678	76,867,882	2,056,530,150	3,628,096,000	0001813603	0001622879	0001398659
3	Revenues	0	0	82,766,280	2,225,793,700	4,022,211,000	0001084554	0001622879	0001398659
4	StockholdersEquity	-151,490,000	-2,821,336	35,460,415	1,232,388,050	1,897,133,000	0001751143	0001419275	0001398659
5	NetIncome	-39,145,650	-28,241,830	-747,597	174,772,200	369,448,000	0001777319	0001502966	0001398659
6	ComprehensiveNetIncome	-39,145,650	-28,241,830	-747,597	162,426,500	360,435,000	0001777319	0001502966	0001398659
7	BaseVar	1,602,173	3,303,484	229,804,382	4,762,270,149	9,098,133,920	0001230524	0001847590	0001398659
8	EconomicCapitalRatiobeforeLimitedLiability	-9.03	-2.65	0.582	1.23	1.38	0001813603	0001362004	0001057379
9	EconomicCapitalRatio	0.0000269	0.481	1.64	2.14	2.24	0001813603	0001362004	0001057379

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	AssetsCurrent	-0.258	-0.136	-0.0363	0.345	1.57	0001439264	0001398659	0001084554
1	IntangibleAssets	-0.325	-0.146	-0.0159	0.307	0.750	0001320760	0001790625	0001657045
2	OperatingLeaseAssets	-0.0428	-0.0396	-0.0168	0.0248	0.315	0001439264	0001643615	0001508348
3	AssetsNoncurrent	-0.208	-0.135	-0.0474	0.393	0.466	0001320760	0001847590	0001230524
4	remainder_Assets	-0.262	-0.223	-0.0327	0.204	1.23	0001790625	0000887936	0001654672
5	LiabilitiesCurrent	-0.321	-0.112	0.103	0.384	0.498	0001654672	0001622879	0001437226
6	LiabilitiesNoncurrent	-0.656	-0.360	-0.000573	0.382	0.420	0001508348	0001632121	0001057379
7	remainder_Liabilities	-0.372	-0.0836	0.0206	0.0864	0.153	0001230524	0001654672	0001013706
8	CostOfRevenue	-1.06	-0.675	-0.108	0.313	0.452	0001437226	0001502966	0000851520
9	GeneralAndAdministrativeExpense	-0.538	-0.355	0.0640	0.361	0.455	0001439264	0001419275	0001013706
10	LaborExpense	-0.511	-0.400	0.0290	0.0796	0.113	0001847590	0001654672	0001437226
11	remainder_Expenses	-0.546	-0.350	0.0440	0.205	0.671	0001777319	0001654672	0001847590
12	RevenueFromContractWithCustomer	-1.03	-0.644	0.0488	0.999	1.14	0001437226	0001622879	0001057379
13	RevenueFromReimbursement	-0.0276	-0.0239	-0.0113	0.0182	0.0511	0001437226	0001622879	0000851520
14	remainder_Revenues	-0.305	-0.274	-0.124	0.829	1.47	0001320760	0001230524	0001437226
15	remainder_NetIncome	-2.09	-0.0692	0.111	0.248	0.305	0001813603	0000887936	0001013706
16	remainder_ComprehensiveNetIncome	-0.0203	-0.00952	0.000958	0.00395	0.00693	0001622879	0001654672	0001289848

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.586	-0.339	-0.0505	0.497	0.775	0001439264	0001304161	0001084554
1	Liabilities	-0.442	-0.305	0.0571	0.628	0.868	0001508348	0001362004	0001437226
2	Expenses	-0.649	-0.408	-0.0226	0.303	0.337	0001437226	0000887936	0001654672
3	Revenues	-0.487	-0.456	0.135	0.889	1.01	0001084554	0001790625	0001437226
4	StockholdersEquity	-0.598	-0.515	0.0395	0.513	0.814	0001439264	0001419275	0001084554
5	NetIncome	-1.69	-0.566	0.272	0.811	0.909	0001813603	0001304161	0001437226
6	ComprehensiveNetIncome	-1.68	-0.564	0.272	0.808	0.913	0001813603	0001304161	0001437226
7	BaseVar	nan	nan	nan	nan	nan	0000851520	0001419275	0000851520
8	EconomicCapitalRatiobeforeLimitedLiability	-1.11	-0.624	0.535	1.03	1.14	0001813603	0001362004	0001057379
9	EconomicCapitalRatio	-1.48	-0.998	0.161	0.659	0.765	0001813603	0001362004	0001057379

2022

Logs

error	5 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001508348 0001398659 0001398659 0001366312 0001697730
error	4 × Negative Expenses, ignoring company.	pre-agg	0001371489 0001438673 0001479382 0001228386
warning	40 × The stock price does not exist	industry.us_generic	0001678848 0001508348 0001599407 0001622879 0001790625 0001398659 0001437226 0001620749 0001661600 0001693687 0001019737 0001066104 0001272550 0001371489 0001382219 0001094238 0001094814 0001104265 0001164552 0001179090 0001286345 0001366312 0001388982 0001400683 0001438673 0001470215 0001479382 0001533106 0001409253 0001567503 0001230524 0001600347 0001604738 0001574910 0001602813 0001607450 0001592782 0001498291 0001751143 0001673504
warning	36 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000723533 0001398659 0001439264 0001777319 0001019737 0001066104 0001164012 0001272550 0001382219 0001094814 0001179090 0001286345 0001388982 0001416729 0001438673 0001479382 0001228386 0001368055 0001543739 0001567503 0001575259 0001501489 0001537511 0001096132 0001506385 0001531433 0001590565 0001600347 0001089473 0001557644 0001607450 0001633142 0001629606 0001100778 0001653099 0001697730
warning	14 × Ignoring company because Expenses is zero	pre-agg	0001661600 0001661600 0001661600 0001661600 0001661600 0001661600 0001164012 0001164552 0001164552 0001164552 0001164552 0001230524 0001230524 0001230524
warning	10 × Ignoring company because Assets is zero	pre-agg	0001693687 0001693687 0001693687 0001693687 0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	8 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001508348 0001508348 0001508348 0001508348 0001508348 0001537511 0001537511 0001100778
warning	5 × No stock price available	subcommand.plot	0001678848 0001508348 0001599407 0001622879 0001790625
warning	5 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001632121 0001228386 0001228386 0001604738 0001100778
warning	4 × Missing logo	subcommand.report	0000723533 0001443646 0001678848 0001877939
warning	4 × Ignoring company because ECR is too negative	pre-agg	0001620749 0001409253 0001409253 0001673504
warning	2 × Similarly named company. Duplicate?	None	0001289848 0001847590
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001230524
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	0	10,732	24,502,045	1,618,158,000	2,445,676,000	0001654672	0001320760	0001443646
1	IntangibleAssets	0	0	22,191,393	1,513,225,400	2,668,613,000	0001230524	0001877939	0001443646
2	OperatingLeaseAssets	0	0	3,566,027	200,525,200	227,231,000	0000723533	0001013706	0001443646
3	AssetsNoncurrent	0	0	1,969,379	502,442,000	651,727,000	0001508348	0001599407	0001443646
4	remainder_Assets	-372,980,000	-128,902,767	0	66,722,800	352,153,000	0001083446	0001320760	0001398659
5	LiabilitiesCurrent	34,106	94,736	23,650,363	1,002,117,800	1,773,556,000	0001813603	0001777319	0001443646
6	LiabilitiesNoncurrent	0	0	4,390,792	1,105,404,200	3,126,122,000	0000723533	0001013706	0001443646
7	remainder_Liabilities	-32,146,000	-1,807,800	0	38,683,000	79,176,000	0001289848	0001320760	0001443646
8	CostOfRevenue	0	0	21,666,396	2,373,495,800	3,899,622,000	0000723533	0001320760	0001443646
9	GeneralAndAdministrativeExpense	13,001	22,547	13,617,064	759,996,000	1,158,987,000	0001620749	0001877939	0001443646
10	LaborExpense	0	0	0	116,574,800	264,235,000	0000887936	0000887936	0000851520
11	remainder_Expenses	-91,176,000	-306,693	12,759,786	119,978,000	2,849,728,000	0001847590	0001777319	0001443646
12	RevenueFromContractWithCustomer	0	0	17,821,142	3,565,813,600	8,363,700,000	0000723533	0001013706	0001443646
13	RevenueFromReimbursement	0	0	0	10,602,400	49,473,000	0000723533	0001443646	0000851520
14	remainder_Revenues	-49,473,000	0	0	44,886,035	242,238,000	0000851520	0001083446	0001437226
15	remainder_NetIncome	-90,110,000	-20,502,200	-635,968	7,812,600	11,214,000	0001398659	0001777319	0001443646
16	remainder_ComprehensiveNetIncome	-178,772,000	-23,834,485	0	1,928,200	38,519,000	0001398659	0001877939	0001443646

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,358	248,425	97,679,029	3,780,369,800	6,025,575,000	0001654672	0001419275	0001443646
1	Liabilities	34,106	104,898	28,517,193	2,040,874,000	4,978,854,000	0001813603	0001320760	0001443646
2	Expenses	75,710	326,095	70,767,268	3,243,422,200	7,908,337,000	0001620749	0001419275	0001443646
3	Revenues	0	0	46,557,231	3,565,813,600	8,363,700,000	0001230524	0001777319	0001443646
4	StockholdersEquity	-4,161,312	-2,268,119	24,320,014	1,300,721,000	1,826,158,000	0001632121	0001013706	0001398659
5	NetIncome	-49,235,698	-32,601,473	-172,923	282,670,000	466,577,000	0001419275	0001508348	0001443646
6	ComprehensiveNetIncome	-49,235,698	-32,193,374	-172,923	179,832,000	505,096,000	0001419275	0001508348	0001443646
7	BaseVar	113,847	1,110,515	150,788,761	7,497,090,732	16,274,582,700	0001620749	0001777319	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-16.9	-4.88	0.344	1.29	1.37	0001654672	0001622879	0001437226
9	EconomicCapitalRatio	0.0000000000000000827	0.0623	1.43	2.18	2.24	0001654672	0001622879	0001437226

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	AssetsCurrent	-0.206	-0.183	-0.0336	0.178	0.372	0001230524	0001657045	0001304161
1	IntangibleAssets	-0.390	-0.283	-0.00453	0.398	0.572	0001439264	0001847590	0001657045
2	OperatingLeaseAssets	-0.0949	-0.0622	-0.00943	0.0555	0.389	0001439264	0000851520	0001508348
3	AssetsNoncurrent	-0.232	-0.152	-0.0457	0.340	0.408	0001439264	0001013706	0000723533
4	remainder_Assets	-0.382	-0.183	0.00603	0.132	0.391	0001622879	0001289848	0001508348
5	LiabilitiesCurrent	-0.809	-0.179	0.158	0.514	0.851	0001678848	0001620749	0001437226
6	LiabilitiesNoncurrent	-0.684	-0.339	-0.00324	0.287	0.523	0001508348	0000851520	0001437226
7	remainder_Liabilities	-0.340	-0.146	0.000977	0.0660	0.0905	0001599407	0001678848	0001437226
8	CostOfRevenue	-1.42	-0.697	-0.168	0.336	0.528	0001437226	0001643615	0000851520
9	GeneralAndAdministrativeExpense	-1.08	-0.350	0.0625	0.345	0.551	0001230524	0001643615	0001644378
10	LaborExpense	-0.589	-0.433	0.0560	0.156	0.230	0000723533	0001502966	0001437226
11	remainder_Expenses	-0.744	-0.375	0.0284	0.213	0.577	0001599407	0001813603	0001847590
12	RevenueFromContractWithCustomer	-1.31	-0.770	0.146	0.719	1.08	0001437226	0001502966	0001644378
13	RevenueFromReimbursement	-0.00937	-0.00646	-0.00346	0.0105	0.112	0001437226	0001439264	0000851520
14	remainder_Revenues	-0.329	-0.321	-0.160	0.719	1.83	0001644378	0001013706	0001437226
15	remainder_NetIncome	-1.04	-0.129	0.177	0.323	0.455	0001813603	0000851520	0001437226
16	remainder_ComprehensiveNetIncome	-0.0506	-0.0287	0.000801	0.0117	0.0223	0001398659	0001632121	0001777319

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.564	-0.398	0.0132	0.363	0.400	0001439264	0001847590	0001508348
1	Liabilities	-0.582	-0.250	0.0713	0.687	1.13	0001678848	0001790625	0001437226
2	Expenses	-0.773	-0.635	0.00000382	0.319	0.389	0001437226	0001654672	0001508348
3	Revenues	-0.461	-0.384	0.0921	0.821	1.23	0001508348	0001320760	0001437226
4	StockholdersEquity	-0.495	-0.383	0.133	0.453	0.691	0001620749	0001790625	0001304161
5	NetIncome	-1.59	-0.929	0.282	0.905	1.14	0001813603	0001508348	0001437226
6	ComprehensiveNetIncome	-1.58	-0.909	0.284	0.905	1.14	0001813603	0001508348	0001437226
7	BaseVar	nan	nan	nan	nan	nan	0000723533	0001443646	0000723533
8	EconomicCapitalRatiobeforeLimitedLiability	-1.01	-0.953	0.418	1.17	1.22	0001654672	0001622879	0001437226
9	EconomicCapitalRatio	-1.29	-1.22	0.147	0.897	0.950	0001654672	0001622879	0001437226

2023

Logs

error	5 × Negative Expenses, ignoring company.	pre-agg	0001230524 0001371489 0001438673 0001479382 0001228386
error	5 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001508348 0001398659 0001398659 0001366312 0001697730
warning	40 × The stock price does not exist	industry.us_generic	0001508348 0001599407 0001622879 0001230524 0001398659 0001437226 0001661600 0001620749 0001693687 0001019737 0001066104 0001272550 0001371489 0001382219 0001094238 0001094814 0001104265 0001164552 0001179090 0001286345 0001366312 0001388982 0001400683 0001438673 0001470215 0001479382 0001533106 0001409253 0001567503 0001600347 0001604738 0001574910 0001602813 0001607450 0001592782 0001498291 0001751143 0001790625 0001673504 0001678848
warning	39 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000723533 0001630212 0001755058 0001599407 0001398659 0001439264 0001019737 0001066104 0001164012 0001272550 0001382219 0001094814 0001179090 0001286345 0001388982 0001416729 0001438673 0001479382 0001228386 0001368055 0001543739 0001567503 0001575259 0001501489 0001537511 0001096132 0001506385 0001531433 0001590565 0001600347 0001089473 0001557644 0001607450 0001633142 0001629606 0001100778 0001653099 0001697730 0001777319
warning	15 × Ignoring company because Expenses is zero	pre-agg	0001230524 0001230524 0001230524 0001661600 0001661600 0001661600 0001661600 0001661600 0001661600 0001661600 0001164012 0001164552 0001164552 0001164552 0001164552
warning	11 × Ignoring company because Assets is zero	pre-agg	0001693687 0001693687 0001693687 0001693687 0001693687 0001104265 0001104265 0001104265 0001104265 0001286345 0001409253
warning	9 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001508348 0001508348 0001508348 0001508348 0001508348 0001508348 0001537511 0001537511 0001100778
warning	7 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001084554 0001230524 0001228386 0001228386 0001604738 0001632121 0001100778
warning	7 × Ignoring company because ECR is too negative	pre-agg	0001620749 0001620749 0001620749 0001620749 0001409253 0001409253 0001673504
warning	5 × Missing logo	subcommand.report	0000723533 0001443646 0001630212 0001755058 0001877939
warning	3 × No stock price available	subcommand.plot	0001508348 0001599407 0001622879
warning	2 × Similarly named company. Duplicate?	None	0001289848 0001847590
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001230524
warning	1 × Ignoring company because Liabilities is zero	pre-agg	0001164012

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	AssetsCurrent	3.00	148,298	19,406,349	1,790,692,200	2,288,058,000	0001230524	0001304161	0001443646
1	IntangibleAssets	0	0	7,565,813	1,591,623,200	3,024,014,000	0001230524	0001013706	0001443646
2	OperatingLeaseAssets	0	0	3,819,131	187,308,700	208,910,000	0000723533	0001599407	0000887936
3	AssetsNoncurrent	0	0	1,446,179	475,457,600	489,763,000	0001084554	0001320760	0001398659
4	remainder_Assets	-387,875,000	-198,357,453	400	373,654,100	573,780,000	0001083446	0001304161	0001443646
5	LiabilitiesCurrent	16,214	177,815	19,646,280	1,240,870,100	1,897,054,000	0001813603	0001439264	0001443646
6	LiabilitiesNoncurrent	0	0	4,204,999	987,380,600	3,108,973,000	0000723533	0001508348	0001443646
7	remainder_Liabilities	-28,160,000	-3,214,900	0	25,909,782	552,623,000	0001289848	0001371489	0001443646
8	CostOfRevenue	0	0	40,165,427	2,740,620,900	4,304,810,000	0001013706	0001419275	0001443646
9	GeneralAndAdministrativeExpense	0	138,169	17,721,407	864,534,500	1,532,912,000	0001632121	0001877939	0001443646
10	LaborExpense	0	0	0	96,737,706	150,845,000	0000887936	0001304161	0001644378
11	remainder_Expenses	-109,472,000	-31,548,407	1,002,836	93,135,600	3,190,925,000	0001847590	0001755058	0001443646
12	RevenueFromContractWithCustomer	0	0	0	4,180,594,200	9,258,911,000	0000723533	0001084554	0001443646
13	RevenueFromReimbursement	0	0	0	0	36,695,000	0000723533	0001439264	0001289848
14	remainder_Revenues	0	0	0	67,837,973	201,098,000	0000887936	0001847590	0001437226
15	remainder_NetIncome	-41,453,000	-35,532,100	-348,120	19,233,400	40,951,000	0001289848	0001439264	0001443646
16	remainder_ComprehensiveNetIncome	-89,000	-25,097	0	18,099,300	26,262,000	0001437226	0001320760	0000887936

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	194,338	301,114	39,374,169	4,361,762,500	6,550,652,000	0001813603	0001599407	0001443646
1	Liabilities	16,214	312,413	22,055,503	2,193,462,100	5,558,650,000	0001813603	0001320760	0001443646
2	Expenses	74,029	205,928	60,701,812	3,633,746,800	9,028,647,000	0001230524	0001877939	0001443646
3	Revenues	0	0	54,405,915	4,180,594,200	9,258,911,000	0001230524	0001320760	0001443646
4	StockholdersEquity	-20,040,689	-8,497,660	16,158,565	1,684,594,600	2,248,392,000	0001599407	0001777319	0001398659
5	NetIncome	-80,231,083	-47,535,503	-500,096	273,788,900	631,255,000	0001777319	0001813603	0001398659
6	ComprehensiveNetIncome	-79,973,153	-47,504,703	-500,096	298,569,500	641,830,000	0001777319	0001813603	0001398659
7	BaseVar	435,543	799,826	95,753,189	8,460,013,744	18,165,540,780	0001813603	0001320760	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-4.70	-2.71	0.219	1.32	1.52	0001813603	0001622879	0001644378
9	EconomicCapitalRatio	0.0623	0.433	1.32	2.20	2.34	0001813603	0001622879	0001644378

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	AssetsCurrent	-0.322	-0.201	-0.0791	0.251	1.31	0001777319	0001630212	0001084554
1	IntangibleAssets	-0.288	-0.236	-0.000218	0.248	0.497	0001320760	0001437226	0001657045
2	OperatingLeaseAssets	-0.0844	-0.0751	-0.0174	0.0774	0.397	0001439264	0001630212	0001508348
3	AssetsNoncurrent	-0.272	-0.239	-0.0697	0.627	0.764	0001320760	0001013706	0001230524
4	remainder_Assets	-0.444	-0.154	-0.00255	0.138	0.400	0001622879	0001877939	0001508348
5	LiabilitiesCurrent	-0.131	-0.101	0.140	0.659	0.816	0001508348	0001320760	0001437226
6	LiabilitiesNoncurrent	-0.499	-0.412	-0.000644	0.318	0.417	0001622879	0001632121	0001437226
7	remainder_Liabilities	-0.103	-0.0611	0.00422	0.0599	0.0632	0001304161	0001877939	0001013706
8	CostOfRevenue	-1.18	-1.03	-0.0330	0.286	0.382	0001437226	0001877939	0001013706
9	GeneralAndAdministrativeExpense	-0.991	-0.553	0.101	0.515	0.786	0001813603	0001632121	0001644378
10	LaborExpense	-0.336	-0.291	0.0477	0.143	0.194	0001847590	0001599407	0001437226
11	remainder_Expenses	-0.486	-0.388	0.0240	0.335	0.440	0001443646	0001371489	0001599407
12	RevenueFromContractWithCustomer	-0.972	-0.581	-0.0860	0.802	1.30	0001437226	0001630212	0001644378
13	RevenueFromReimbursement	-0.00247	-0.00228	-0.000678	-0.000167	0.0396	0001437226	0001084554	0001289848
14	remainder_Revenues	-0.516	-0.394	-0.149	0.979	1.44	0001320760	0001230524	0001437226
15	remainder_NetIncome	-0.102	-0.0966	0.0677	0.227	0.296	0001630212	0001013706	0001230524
16	remainder_ComprehensiveNetIncome	-0.00330	-0.00296	-0.000238	0.00504	0.0103	0000723533	0001755058	0000887936

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.565	-0.464	-0.0349	0.519	0.940	0001439264	0001755058	0001084554
1	Liabilities	-0.382	-0.198	0.0625	0.819	0.941	0001508348	0001013706	0001644378
2	Expenses	-0.714	-0.542	-0.00528	0.363	0.464	0001437226	0000887936	0001230524
3	Revenues	-0.416	-0.395	0.0227	0.884	1.23	0001508348	0001013706	0001644378
4	StockholdersEquity	-0.413	-0.400	0.0387	0.576	0.972	0001632121	0001371489	0001084554
5	NetIncome	-1.56	-0.458	0.239	0.844	1.23	0001813603	0001320760	0001644378
6	ComprehensiveNetIncome	-1.56	-0.458	0.238	0.848	1.23	0001813603	0001320760	0001644378
7	BaseVar	nan	nan	nan	nan	nan	0000723533	0001439264	0000723533
8	EconomicCapitalRatiobeforeLimitedLiability	-1.03	-0.664	0.221	1.10	1.24	0001813603	0001622879	0001644378
9	EconomicCapitalRatio	-1.28	-0.911	-0.0266	0.853	0.993	0001813603	0001622879	0001644378

2024

Logs

error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001371489 0001371489
error	1 × Negative Expenses, ignoring company.	pre-agg	0001230524
warning	5 × The stock price does not exist	industry.us_generic	0001508348 0001230524 0001661600 0001620749 0001693687
warning	5 × Missing logo	subcommand.report	0000723533 0001443646 0001630212 0001755058 0001877939
warning	4 × No stock price available	subcommand.plot	0001630212 0001755058 0001508348 0001599407
warning	3 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001630212 0001755058 0001599407
warning	2 × Similarly named company. Duplicate?	None	0001289848 0001847590
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001084554 0001230524
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001371489
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0001508348
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001661600
warning	1 × Ignoring company because ECR is too negative	pre-agg	0001620749
warning	1 × Ignoring company because Assets is zero	pre-agg	0001693687
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001084554

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	AssetsCurrent	95,575	166,787	17,302,308	2,041,015,500	2,739,000,000	0001632121	0001877939	0001443646
1	IntangibleAssets	0	0	5,056,104	1,628,710,050	2,945,000,000	0001304161	0001013706	0001443646
2	OperatingLeaseAssets	0	0	1,632,915	180,961,500	198,318,000	0000723533	0001599407	0000887936
3	AssetsNoncurrent	0	0	988,804	441,132,950	557,764,000	0001084554	0001599407	0001398659
4	remainder_Assets	-24,083,000	-1,066,626	61,332	209,317,850	470,376,000	0001419275	0001777319	0001398659
5	LiabilitiesCurrent	206,306	325,425	14,220,826	1,033,993,450	1,692,000,000	0001813603	0001013706	0001443646
6	LiabilitiesNoncurrent	0	0	3,119,400	1,441,731,250	3,825,000,000	0000723533	0001013706	0001443646
7	remainder_Liabilities	-28,446,000	-1,153,450	0	19,870,280	116,141,000	0001289848	0001398659	0001644378
8	CostOfRevenue	0	0	7,467,586	2,993,020,950	4,921,000,000	0001013706	0001599407	0001443646
9	GeneralAndAdministrativeExpense	0	54,248	7,700,273	945,395,900	1,281,000,000	0001657045	0001084554	0001443646
10	LaborExpense	0	0	0	135,411,500	187,278,000	0000723533	0001304161	0001644378
11	remainder_Expenses	-141,495,000	-12,956,554	935,911	175,228,700	3,694,000,000	0001847590	0001657045	0001443646
12	RevenueFromContractWithCustomer	0	0	0	4,606,865,950	10,662,000,000	0001013706	0001502966	0001443646
13	RevenueFromReimbursement	0	0	0	0	35,720,000	0000723533	0001439264	0001289848
14	remainder_Revenues	0	0	311,426	191,323,150	714,096,000	0000723533	0001755058	0001644378
15	remainder_NetIncome	-160,000,000	-78,790,240	-187,499	3,088,515	7,260,000	0001443646	0001439264	0001644378
16	remainder_ComprehensiveNetIncome	-71,536,000	-25,195,200	0	44,359	556,000	0001398659	0001657045	0001847590

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	95,575	427,308	35,752,223	4,778,604,550	6,564,000,000	0001632121	0001877939	0001443646
1	Liabilities	206,306	325,425	17,302,336	2,408,691,700	5,517,000,000	0001813603	0001877939	0001443646
2	Expenses	271,285	553,158	26,564,825	4,112,063,350	9,896,000,000	0001632121	0001599407	0001443646
3	Revenues	0	0	16,664,534	4,606,865,950	10,662,000,000	0001084554	0001013706	0001443646
4	StockholdersEquity	-96,466,037	-5,895,576	7,120,393	2,076,596,500	2,389,611,000	0001599407	0001320760	0001398659
5	NetIncome	-100,527,409	-26,528,234	-755,540	478,632,700	606,000,000	0001599407	0001439264	0001443646
6	ComprehensiveNetIncome	-100,527,409	-27,932,434	-730,607	413,910,300	586,000,000	0001599407	0001304161	0001443646
7	BaseVar	1,214,786	2,047,469	67,899,134	9,402,205,363	19,727,580,000	0000723533	0001777319	0001443646
8	EconomicCapitalRatiobeforeLimitedLiability	-4.00	-2.62	0.206	1.26	2.55	0000723533	0001508348	0001813603
9	EconomicCapitalRatio	0.138	0.455	1.31	2.16	3.02	0000723533	0001508348	0001813603

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	AssetsCurrent	-0.430	-0.263	-0.0838	0.565	1.22	0001813603	0001847590	0001084554
1	IntangibleAssets	-0.199	-0.163	0.00545	0.256	0.353	0001320760	0001599407	0001777319
2	OperatingLeaseAssets	-0.0718	-0.0688	-0.0259	0.109	0.222	0001877939	0001398659	0001508348
3	AssetsNoncurrent	-0.173	-0.112	-0.0514	0.177	0.426	0001877939	0001013706	0001630212
4	remainder_Assets	-0.0887	-0.0670	-0.0177	0.108	0.230	0001502966	0001304161	0001508348
5	LiabilitiesCurrent	-0.113	-0.0746	0.189	0.714	1.03	0001630212	0001877939	0001437226
6	LiabilitiesNoncurrent	-0.363	-0.253	-0.00170	0.329	0.405	0001443646	0001419275	0001437226
7	remainder_Liabilities	-0.252	-0.0629	0.00314	0.0379	0.0561	0001644378	0001599407	0001013706
8	CostOfRevenue	-1.19	-0.870	0.0167	0.306	0.405	0001437226	0001630212	0001813603
9	GeneralAndAdministrativeExpense	-0.239	-0.180	-0.00171	0.261	0.431	0001502966	0001439264	0001644378
10	LaborExpense	-0.341	-0.327	0.0429	0.141	0.154	0001013706	0001502966	0001437226
11	remainder_Expenses	-0.753	-0.434	0.0566	0.361	0.561	0001084554	0001508348	0001847590
12	RevenueFromContractWithCustomer	-0.543	-0.481	-0.0600	0.690	0.892	0001437226	0000723533	0000887936
13	RevenueFromReimbursement	-0.00224	-0.00206	-0.000812	-0.0000643	0.0355	0001437226	0001508348	0001289848
14	remainder_Revenues	-0.613	-0.486	-0.0680	1.18	1.34	0001443646	0001599407	0001437226
15	remainder_NetIncome	-0.433	-0.190	0.100	0.215	0.461	0001599407	0001847590	0001502966
16	remainder_ComprehensiveNetIncome	-0.0174	-0.00830	0.000781	0.00408	0.00729	0001398659	0000723533	0001304161

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.373	-0.354	-0.0535	0.299	0.512	0001502966	0001439264	0001084554
1	Liabilities	-0.344	-0.109	0.189	0.895	1.06	0001508348	0001013706	0001437226
2	Expenses	-0.741	-0.525	-0.0840	0.206	0.410	0001437226	0001755058	0001813603
3	Revenues	-0.619	-0.394	0.0772	0.881	1.12	0001084554	0001777319	0001437226
4	StockholdersEquity	-0.463	-0.398	0.198	0.726	0.980	0001632121	0001508348	0001304161
5	NetIncome	-0.936	-0.849	0.155	0.921	1.31	0000723533	0001877939	0001813603
6	ComprehensiveNetIncome	-0.935	-0.847	0.156	0.923	1.32	0000723533	0001877939	0001813603
7	BaseVar	nan	nan	nan	nan	nan	0000723533	0001439264	0000723533
8	EconomicCapitalRatiobeforeLimitedLiability	-0.962	-0.645	0.206	1.06	1.92	0000723533	0001508348	0001813603
9	EconomicCapitalRatio	-1.22	-0.902	-0.0518	0.802	1.66	0000723533	0001508348	0001813603

Estimates

Parameter	Value	Min	Max
PresentValueFactor	1.32	1.0	15.0
BalanceFactor	0.93	0.5	5.0
OCIFactor	1.0	0.5	1.0
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	1.96	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
0000723533	Wenyuan Group Corp	Wenyuan	WYGC	2011	nan	0.0010	nan	129,114,138.0	nan	nan
				2014	2.6200	0.0010	0.0000	nan	nan	nan
				2022	0.5400	1.0000	0.5400	69,529,707.0	37,546,041.78	138.9650
				2023	0.1100	1.0000	0.1100	79,825,094.0	8,780,760.34	9.9562
				2024	0.3000	1.0000	0.3000	80,884,279.0	24,265,283.70	66.5186
0000851520	Exponent INC	Exponen	EXPO	2011	10.2300	4.0000	40.9200	13,243,065.0	541,906,219.80	3.0886
				2012	11.5900	4.0000	46.3600	13,223,806.0	613,055,646.16	2.9588
				2014	18.3000	4.0000	73.2000	12,866,600.0	941,835,120.00	4.1564
				2015	22.7300	2.0000	45.4600	25,746,928.0	1,170,455,346.88	4.8140
				2016	27.7300	2.0000	55.4600	25,592,534.0	1,419,361,935.64	5.3140
				2017	33.1200	2.0000	66.2400	25,810,749.0	1,709,704,013.76	5.7954
				2018	45.8300	1.0000	45.8300	52,012,151.0	2,383,716,880.33	7.6408
				2021	112.1400	1.0000	112.1400	52,111,508.0	5,843,784,507.12	12.2976
				2022	97.1200	1.0000	97.1200	50,638,229.0	4,917,984,800.48	11.5370
0000887936	FTI Consulting INC	FTI Con	FCN	2021	152.0600	1.0000	152.0600	34,288,467.0	5,213,904,292.02	2.2578
				2022	156.3100	1.0000	156.3100	34,423,110.0	5,380,676,324.10	2.2414
				2023	199.5400	1.0000	199.5400	35,509,721.0	7,085,609,728.34	3.0343
				2024	193.1800	1.0000	193.1800	35,944,329.0	6,943,725,476.22	2.8139
0001013706	Wilhelmina International Inc	Wilhelm	WHLM	2011	4.0000	0.0500	0.2000	129,440,752.0	25,888,150.40	0.8741
				2012	2.4000	0.0500	0.1200	121,440,752.0	14,572,890.24	0.5861
				2013	4.0000	0.0500	0.2000	117,813,925.0	23,562,785.00	0.8957
				2014	5.4200	1.0000	5.4200	5,870,115.0	31,816,023.30	1.0641
				2015	6.7500	1.0000	6.7500	5,789,528.0	39,079,314.00	1.3079
				2016	8.8000	1.0000	8.8000	5,381,668.0	47,358,678.40	1.2744
				2017	6.4700	1.0000	6.4700	5,381,668.0	34,819,391.96	1.1641
				2018	5.8300	1.0000	5.8300	5,265,768.0	30,699,427.44	1.0161
				2019	4.2600	1.0000	4.2600	5,170,121.0	22,024,715.46	0.8326
				2020	4.2100	1.0000	4.2100	5,157,344.0	21,712,418.24	0.9697
				2021	5.0600	1.0000	5.0600	5,157,344.0	26,096,160.64	0.9695
				2022	3.6300	1.0000	3.6300	5,157,344.0	18,721,158.72	0.6264
				2023	4.5400	1.0000	4.5400	5,157,344.0	23,414,341.76	0.8014
				2024	3.5200	1.0000	3.5200	5,157,344.0	18,153,850.88	0.6126
0001019737	Navigant Consulting INC	Navigan	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	52,284,486.0	nan	nan
				2012	nan	nan	nan	52,029,167.0	nan	nan
				2013	nan	nan	nan	49,472,038.0	nan	nan
				2014	nan	nan	nan	48,494,296.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001057379	Hackett Group INC	Hackett	HCKT	2011	2.9100	1.0000	2.9100	40,396,171.0	117,552,857.61	1.1482
				2012	3.3600	1.0000	3.3600	30,482,872.0	102,422,449.92	0.9607
				2013	4.9600	1.0000	4.9600	30,687,903.0	152,211,998.88	1.4663
				2015	13.3000	1.0000	13.3000	29,382,893.0	390,792,476.90	3.7310
				2016	14.8200	1.0000	14.8200	28,553,558.0	423,163,729.56	3.6432
				2017	13.3300	1.0000	13.3300	28,656,338.0	381,988,985.54	2.9021
				2018	14.0000	1.0000	14.0000	29,518,236.0	413,255,304.00	3.4750
				2019	14.1100	1.0000	14.1100	29,896,607.0	421,841,124.77	3.3777
				2021	19.2000	1.0000	19.2000	29,792,171.0	572,009,683.20	4.2187
				2022	19.1200	1.0000	19.1200	31,703,102.0	606,163,310.24	3.8886
0001066104	CEB Inc.	CEB Inc	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	33,294,413.0	nan	nan
				2012	nan	nan	nan	33,317,950.0	nan	nan
				2013	nan	nan	nan	33,609,569.0	nan	nan
				2014	nan	nan	nan	33,640,195.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001083446	Astrana Health Inc	Astrana	ASTH	2011	1.1000	0.1000	0.1100	29,335,774.0	3,226,935.14	2.4828
				2012	9.9000	0.1000	0.9900	34,843,441.0	34,495,006.59	21.9063
				2013	6.5000	0.1000	0.6500	37,977,607.0	24,685,444.55	7.2206
				2014	4.2000	0.1000	0.4200	48,634,549.0	20,426,510.58	1.9841
				2015	5.2500	1.0000	5.2500	4,863,389.0	25,532,792.25	1.6483
				2016	5.9700	1.0000	5.9700	5,956,877.0	35,562,555.69	2.3277
				2017	22.9300	1.0000	22.9300	6,033,495.0	138,348,040.35	0.4290
				2018	17.9200	1.0000	17.9200	34,084,641.0	610,796,766.72	1.9730
				2019	18.6900	1.0000	18.6900	34,892,506.0	652,140,937.14	1.1896
				2020	17.6300	1.0000	17.6300	54,265,602.0	956,702,563.26	1.6086
				2021	71.1100	1.0000	71.1100	55,549,053.0	3,950,093,158.83	6.6459
				2022	29.6500	1.0000	29.6500	56,723,447.0	1,681,850,203.55	2.4753
				2023	37.6800	1.0000	37.6800	58,283,589.0	2,196,125,633.52	3.0168
0001084554	Lightbridge Corp	Lightbr	LTBR	2011	126.3000	0.0170	2.1500	12,424,778.0	26,713,272.70	4.3736
				2012	84.6000	0.0170	1.4400	12,524,716.0	18,035,591.04	5.5180
				2013	90.6000	0.0170	1.5400	15,057,243.0	23,188,154.22	7.5612
				2014	105.9000	0.0170	1.8000	18,082,874.0	32,549,173.20	9.7078
				2015	59.4000	0.0170	1.0100	18,623,387.0	18,809,620.87	6.3599
				2016	13.5000	0.0830	1.1200	5,265,123.0	5,896,937.76	1.4662
				2017	12.5400	0.0830	1.0400	11,497,153.0	11,957,039.12	2.9557
				2018	7.0200	0.0830	0.5800	31,184,228.0	18,086,852.24	1.3549
				2020	3.5900	1.0000	3.5900	5,631,561.0	20,217,303.99	1.5311
				2021	7.2400	1.0000	7.2400	7,628,542.0	55,230,644.08	4.3979
				2023	3.3600	1.0000	3.3600	12,962,771.0	43,554,910.56	2.9150
				2024	4.7500	1.0000	4.7500	15,766,902.0	74,892,784.50	3.6162
0001089473	Inventiv Health INC	Inventi	nan	2015	nan	nan	nan	nan	nan	nan
0001094238	Harris Interactive INC	Harris	nan	2011	nan	nan	nan	55,652,399.0	nan	nan
0001094238	Harris Interactive INC	Harris	nan	2012	nan	nan	nan	57,392,195.0	nan	nan
0001094814	Cartesian Inc	Cartesi	nan	2011	nan	nan	nan	7,093,872.0	nan	nan
				2013	nan	nan	nan	8,051,382.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0001096132	Petrone Worldwide INC	Petrone	nan	2014	nan	nan	nan	nan	nan	nan
0001096132	Petrone Worldwide INC	Petrone	nan	2016	nan	nan	nan	nan	nan	nan
0001098482	Innovaro Inc	Innovar	INNI	2011	0.8800	1.0000	0.8800	15,021,274.0	13,218,721.12	0.8603
0001098482	Innovaro Inc	Innovar	INNI	2012	0.2400	1.0000	0.2400	15,064,544.0	3,615,490.56	0.4812
0001100778	Rokk3R Inc	Rokk3R	nan	2017	nan	nan	nan	nan	nan	nan
0001100778	Rokk3R Inc	Rokk3R	nan	2018	nan	nan	nan	nan	nan	nan
0001104265	GROW Solutions Holdings INC	GROW So	nan	2015	nan	nan	nan	54,596,612.0	nan	nan
0001104265	GROW Solutions Holdings INC	GROW So	nan	2016	nan	nan	nan	46,716,612.0	nan	nan
0001179090	Bonds com Group Inc	Bonds c	nan	2011	nan	nan	nan	104,354,190.0	nan	nan
				2012	nan	nan	nan	104,354,190.0	nan	nan
				2013	nan	nan	nan	nan	nan	nan
0001228386	Transatlantic Capital INC	Transat	nan	2012	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001230524	Leopard Energy Inc	Leopard	LEEN	2012	10748.8800	1.0000	10748.8800	491,907,316.0	5,287,452,710,806.08	10247495.8911
				2013	8032.5800	1.0000	8032.5800	9,838,721.0	79,030,313,530.18	263525.8647
				2019	60.9000	0.0050	0.3000	42,603,032.0	12,780,909.60	16.5531
				2020	408.2400	0.0010	0.4100	170,912,128.0	70,073,972.48	76.6229
				2021	12.4300	0.0010	0.0100	321,510,839.0	3,215,108.39	3.2259
				2022	0.0700	1.0000	0.0700	1,059,663.0	74,176.41	0.2415
				2023	0.2700	1.0000	0.2700	1,272,917.0	343,687.59	0.9581
0001272550	Root9B Holdings Inc	Root9B	nan	2011	nan	nan	nan	8,106,325.0	nan	nan
				2012	nan	nan	nan	15,782,071.0	nan	nan
				2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	32,761,465.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001286345	HPIL Holding	HPIL Ho	nan	2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001289848	Huron Consulting Group Inc	Huron C	HURN	2012	33.4900	1.0000	33.4900	22,952,487.0	768,678,789.63	1.3598
				2013	62.6300	1.0000	62.6300	23,243,551.0	1,455,743,599.13	2.3464
				2014	69.1200	1.0000	69.1200	22,868,714.0	1,580,685,511.68	1.8476
				2020	57.5000	1.0000	57.5000	22,871,243.0	1,315,096,472.50	1.6828
				2021	49.8800	1.0000	49.8800	21,917,598.0	1,093,249,788.24	1.3117
				2022	72.5600	1.0000	72.5600	19,933,479.0	1,446,373,236.24	1.5669
				2023	100.2200	1.0000	100.2200	18,747,865.0	1,878,911,030.30	1.8869
				2024	122.0900	1.0000	122.0900	17,740,913.0	2,165,988,068.17	2.0378
0001304161	Pharma Bio Serv Inc	Pharma	PBSV	2011	0.3600	1.0000	0.3600	20,758,695.0	7,473,130.20	1.1113
				2012	0.3700	1.0000	0.3700	20,758,695.0	7,680,717.15	0.8164
				2013	1.0400	1.0000	1.0400	22,702,186.0	23,610,273.44	1.9317
				2014	0.6400	1.0000	0.6400	23,047,462.0	14,750,375.68	1.1452
				2015	0.4900	1.0000	0.4900	23,062,250.0	11,300,502.50	0.8576
				2016	0.4500	1.0000	0.4500	23,009,316.0	10,354,192.20	0.7874
				2017	0.2700	1.0000	0.2700	23,101,931.0	6,237,521.37	0.5166
				2020	0.8600	1.0000	0.8600	23,001,627.0	19,781,399.22	1.0636
				2021	0.6800	1.0000	0.6800	23,029,215.0	15,659,866.20	1.0811
				2022	0.5500	1.0000	0.5500	22,944,286.0	12,619,357.30	1.0275
				2023	0.8100	1.0000	0.8100	22,963,451.0	18,600,395.31	1.5748
				2024	0.4800	1.0000	0.4800	22,958,143.0	11,019,908.64	1.1711
0001320760	TSS Inc.	TSS Inc	TSSI	2011	0.8000	1.0000	0.8000	14,626,162.0	11,700,929.60	0.6894
				2012	0.4500	1.0000	0.4500	14,729,520.0	6,628,284.00	0.4770
				2013	0.4500	1.0000	0.4500	14,572,002.0	6,557,400.90	0.4258
				2014	0.4800	1.0000	0.4800	15,199,668.0	7,295,840.64	0.7338
				2015	0.1300	1.0000	0.1300	15,632,004.0	2,032,160.52	0.1525
				2016	0.0500	1.0000	0.0500	15,645,824.0	782,291.20	0.0842
				2018	0.8400	1.0000	0.8400	16,304,107.0	13,695,449.88	1.7403
				2019	1.4700	1.0000	1.4700	17,559,057.0	25,811,813.79	1.6000
				2020	0.6000	1.0000	0.6000	18,945,135.0	11,367,081.00	0.5117
				2021	0.4800	1.0000	0.4800	18,596,793.0	8,926,460.64	0.4961
				2022	0.5600	1.0000	0.5600	21,343,306.0	11,952,251.36	0.3992
				2023	0.3100	1.0000	0.3100	21,606,626.0	6,698,054.06	0.2766
				2024	10.4500	1.0000	10.4500	22,472,676.0	234,839,464.20	2.5264
0001362004	ICF International Inc	ICF Int	ICFI	2011	24.3700	1.0000	24.3700	19,766,104.0	481,699,954.48	0.9669
				2012	22.3600	1.0000	22.3600	19,529,536.0	436,680,424.96	0.8815
				2013	32.8600	1.0000	32.8600	19,891,239.0	653,626,113.54	1.4091
				2014	39.6100	1.0000	39.6100	19,398,743.0	768,384,210.23	0.8935
				2015	33.7200	1.0000	33.7200	19,223,827.0	648,227,446.44	0.7891
				2016	52.4500	1.0000	52.4500	18,957,609.0	994,326,592.05	1.2388
				2017	50.2500	1.0000	50.2500	18,642,406.0	936,780,901.50	1.1677
				2018	61.7800	1.0000	61.7800	18,847,336.0	1,164,388,418.08	1.3178
				2019	89.1800	1.0000	89.1800	18,811,087.0	1,677,572,738.66	1.6132
				2020	73.0600	1.0000	73.0600	18,863,066.0	1,378,135,601.96	1.0651
				2021	100.0800	1.0000	100.0800	18,875,187.0	1,889,028,714.96	1.3048
				2022	97.9200	1.0000	97.9200	18,843,895.0	1,845,194,198.40	1.1078
0001366312	Juhl Energy Inc	Juhl En	nan	2011	nan	nan	nan	22,059,803.0	nan	nan
0001366312	Juhl Energy Inc	Juhl En	nan	2013	nan	nan	nan	23,924,789.0	nan	nan
0001368055	Zinco do Brasil Inc	Zinco d	nan	2012	nan	nan	nan	nan	nan	nan
0001371489	Information Services Group Inc	Informa	III	2012	0.9200	1.0000	0.9200	36,163,424.0	33,270,350.08	0.2859
				2013	3.3900	1.0000	3.3900	37,088,639.0	125,730,486.21	1.0623
				2014	3.4700	1.0000	3.4700	36,706,834.0	127,372,713.98	1.1216
				2015	2.9300	1.0000	2.9300	37,182,112.0	108,943,588.16	1.0107
				2016	3.2400	1.0000	3.2400	35,788,875.0	115,955,955.00	0.5632
				2017	3.6900	1.0000	3.6900	43,400,494.0	160,147,822.86	0.8287
				2018	3.6400	1.0000	3.6400	45,186,419.0	164,478,565.16	0.9369
				2019	2.0500	1.0000	2.0500	47,535,463.0	97,447,699.15	0.5590
				2020	2.7100	1.0000	2.7100	48,019,773.0	130,133,584.83	0.6840
				2021	6.6700	1.0000	6.6700	48,992,958.0	326,783,029.86	1.7424
				2022	4.0300	1.0000	4.0300	47,999,741.0	193,438,956.23	1.0041
				2023	4.4100	1.0000	4.4100	48,873,566.0	215,532,426.06	1.0991
0001382219	6D Global Technologies Inc	6D Glob	nan	2011	nan	nan	nan	24,982,222.0	nan	nan
				2013	nan	nan	nan	24,982,822.0	nan	nan
				2014	nan	nan	nan	77,067,083.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001388982	Chuma Holdings INC	Chuma H	nan	2011	nan	nan	nan	nan	nan	nan
				2012	nan	nan	nan	30,155,789.0	nan	nan
				2013	nan	nan	nan	nan	nan	nan
0001398659	Genpact LTD	Genpact	G	2010	12.1600	1.0000	12.1600	nan	nan	nan
				2011	11.7900	1.0000	11.7900	222,021,263.0	2,617,630,690.77	1.5535
				2014	17.3100	1.0000	17.3100	216,589,934.0	3,749,171,757.54	1.7852
				2015	22.4600	1.0000	22.4600	212,690,181.0	4,777,021,465.26	2.2306
				2016	21.8700	1.0000	21.8700	200,756,607.0	4,390,546,995.09	1.9599
				2017	29.5700	1.0000	29.5700	193,042,398.0	5,708,263,708.86	2.0873
				2018	24.8500	1.0000	24.8500	190,088,587.0	4,723,701,386.95	1.6707
				2019	39.4600	1.0000	39.4600	189,956,225.0	7,495,672,638.50	2.0764
				2020	39.3800	1.0000	39.3800	189,347,684.0	7,456,511,795.92	1.8845
				2021	50.2400	1.0000	50.2400	188,060,328.0	9,448,150,878.72	2.3463
				2022	44.0800	1.0000	44.0800	183,258,135.0	8,078,018,590.80	2.1976
				2023	33.8000	1.0000	33.8000	181,412,399.0	6,131,739,086.20	1.6657
				2024	42.4800	1.0000	42.4800	176,361,269.0	7,491,826,707.12	1.9754
0001400683	STWC Holdings Inc	STWC Ho	nan	2011	nan	nan	nan	2,345,000.0	nan	nan
				2012	nan	nan	nan	2,345,000.0	nan	nan
				2018	nan	nan	nan	33,350,089.0	nan	nan
0001416729	Webxu Inc	Webxu I	nan	2011	nan	nan	nan	nan	nan	nan
0001419275	Ryvyl Inc	Ryvyl I	RVYL	2011	0.6000	0.0170	0.0100	8,704,669.0	87,046.69	0.0822
				2013	1.8000	0.0170	0.0300	14,445,363.0	433,360.89	0.6120
				2014	3.0000	0.0170	0.0500	14,445,363.0	722,268.15	1.3189
				2015	1.8000	0.0170	0.0300	14,445,363.0	433,360.89	0.8040
				2016	1.2000	0.0170	0.0200	14,445,363.0	288,907.26	0.6854
				2019	6.0000	0.0170	0.1000	166,390,363.0	16,639,036.30	1.1270
				2020	52.8000	0.0170	0.9000	181,050,238.0	162,945,214.20	13.4639
				2021	45.7000	0.1000	4.5700	43,179,241.0	197,329,131.37	1.7952
				2022	4.9000	0.1000	0.4900	49,647,531.0	24,327,290.19	0.2467
				2023	4.5800	1.0000	4.5800	5,386,141.0	24,668,525.78	0.2108
				2024	1.3500	1.0000	1.3500	5,995,972.0	8,094,562.20	0.0658
0001437226	Mastech Digital Inc	Mastech	MHH	2011	1.0800	2.5000	2.7000	3,633,043.0	9,809,216.10	0.7392
				2012	2.0600	2.5000	5.1500	3,190,664.0	16,431,919.60	1.2686
				2013	nan	nan	nan	3,359,546.0	nan	nan
				2014	5.6000	2.0000	11.2000	4,306,798.0	48,236,137.60	3.5426
				2015	3.6700	2.0000	7.3400	4,353,189.0	31,952,407.26	1.0465
				2016	3.4500	2.0000	6.9000	4,470,965.0	30,849,658.50	1.0299
				2017	4.8500	2.0000	9.7000	5,454,952.0	52,913,034.40	0.6217
				2018	6.3000	1.0000	6.3000	10,983,736.0	69,197,536.80	0.9172
				2019	10.9400	1.0000	10.9400	11,033,165.0	120,702,825.10	1.7905
				2020	16.6300	1.0000	16.6300	11,379,749.0	189,245,225.87	2.6182
				2021	16.7000	1.0000	16.7000	11,438,013.0	191,014,817.10	2.4973
				2022	12.4700	1.0000	12.4700	11,617,709.0	144,872,831.23	2.1982
				2023	8.2400	1.0000	8.2400	11,599,138.0	95,576,897.12	1.4808
				2024	14.9000	1.0000	14.9000	11,705,973.0	174,418,997.70	2.5747
0001438673	Evergreen Agra Global Investments Inc	Evergre	nan	2011	nan	nan	nan	2,159,999.0	nan	nan
				2012	nan	nan	nan	42,279,999.0	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001439264	Marvion Inc	Marvion	MVNC	2011	27.0000	1.0000	27.0000	nan	nan	nan
				2012	55.2000	1.0000	55.2000	331,656,125.0	18,307,418,100.00	14352.6254
				2021	18.4500	1.0000	18.4500	nan	nan	nan
				2022	5.0200	1.0000	5.0200	1,942,681,876.0	9,752,263,017.52	1676.0638
				2023	2.4000	1.0000	2.4000	143,146,265,860.0	343,551,038,064.00	23612.7112
				2024	0.0200	1.0000	0.0200	308,958,835.0	6,179,176.70	0.7400
0001443646	Booz Allen Hamilton Holding Corp	Booz Al	BAH	2011	6.7800	1.0000	6.7800	128,417,006.0	870,667,300.68	0.3386
				2012	9.5600	1.0000	9.5600	132,045,531.0	1,262,355,276.36	0.4637
				2013	13.6300	1.0000	13.6300	142,260,354.0	1,939,008,625.02	0.6330
				2014	22.1700	1.0000	22.1700	148,805,550.0	3,299,019,043.50	1.1553
				2015	26.0300	1.0000	26.0300	148,448,758.0	3,864,121,170.74	1.3949
				2022	99.4300	1.0000	99.4300	132,226,183.0	13,147,249,375.69	2.3894
				2023	122.8000	1.0000	122.8000	130,381,202.0	16,010,811,605.60	2.6443
				2024	128.1000	1.0000	128.1000	127,772,744.0	16,367,688,506.40	2.7097
0001470215	Towers Watson Co	Towers	nan	2011	nan	nan	nan	53,115,332.0	nan	nan
				2012	nan	nan	nan	58,787,228.0	nan	nan
				2013	nan	nan	nan	65,562,296.0	nan	nan
				2014	nan	nan	nan	69,936,264.0	nan	nan
0001479382	Shenzhen Yidian Double Way of Innovation Culture Media Corp	Shenzhe	nan	2011	nan	nan	nan	nan	nan	nan
0001498291	Daniels Corporate Advisory Company Inc	Daniels	nan	2019	nan	nan	nan	25,546,452.0	nan	nan
0001498291	Daniels Corporate Advisory Company Inc	Daniels	nan	2020	nan	nan	nan	34,754,735.0	nan	nan
0001501489	AF Ocean Investment Management Co	AF Ocea	nan	2014	nan	nan	nan	nan	nan	nan
0001501489	AF Ocean Investment Management Co	AF Ocea	nan	2015	nan	nan	nan	nan	nan	nan
0001502966	Hypha Labs Inc	Hypha L	FUNI	2011	nan	0.1000	nan	5,426,750.0	nan	nan
				2012	7.0000	0.1000	0.7000	5,526,400.0	3,868,480.00	7.9890
				2013	10.0000	0.1000	1.0000	5,536,400.0	5,536,400.00	10.4698
				2014	0.3800	0.1000	0.0400	81,997,290.0	3,279,891.60	1.0619
				2017	0.2600	1.0000	0.2600	37,285,676.0	9,694,275.76	11.2336
				2018	0.1300	1.0000	0.1300	43,257,277.0	5,623,446.01	6.1909
				2019	0.1000	1.0000	0.1000	48,532,666.0	4,853,266.60	4.2461
				2020	0.0200	1.0000	0.0200	57,612,672.0	1,152,253.44	0.5495
				2021	0.0300	1.0000	0.0300	72,730,153.0	2,181,904.59	1.0181
				2022	0.0100	1.0000	0.0100	75,146,820.0	751,468.20	0.1993
				2024	0.0300	1.0000	0.0300	112,713,490.0	3,381,404.70	2.9970
0001506385	American Housing REIT Inc	America	nan	2014	nan	nan	nan	nan	nan	nan
0001508348	Americann Inc	America	nan	2016	nan	nan	nan	19,131,000.0	nan	nan
				2017	nan	nan	nan	19,366,000.0	nan	nan
				2018	nan	nan	nan	21,963,017.0	nan	nan
				2020	nan	nan	nan	23,696,310.0	nan	nan
				2021	nan	nan	nan	24,196,310.0	nan	nan
				2022	nan	nan	nan	24,391,961.0	nan	nan
				2023	nan	nan	nan	24,391,961.0	nan	nan
				2024	nan	nan	nan	24,391,961.0	nan	nan
0001531433	Monarch America Inc	Monarch	nan	2014	nan	nan	nan	nan	nan	nan
0001533106	Argentum 47 INC	Argentu	nan	2012	nan	nan	nan	29,325,700.0	nan	nan
				2013	nan	nan	nan	30,784,202.0	nan	nan
				2014	nan	nan	nan	33,751,752.0	nan	nan
				2015	nan	nan	nan	772,523,183.0	nan	nan
				2016	nan	nan	nan	819,499,228.0	nan	nan
				2017	nan	nan	nan	473,090,573.0	nan	nan
				2018	nan	nan	nan	525,534,409.0	nan	nan
				2019	nan	nan	nan	590,989,409.0	nan	nan
0001537511	Progressive Green Solutions INC	Progres	nan	2014	nan	nan	nan	nan	nan	nan
0001537511	Progressive Green Solutions INC	Progres	nan	2015	nan	nan	nan	nan	nan	nan
0001543739	APT Systems Inc	APT Sys	nan	2012	nan	nan	nan	nan	nan	nan
0001557644	Greenwood HALL INC	Greenwo	nan	2015	nan	nan	nan	nan	nan	nan
0001567503	Turnkey Capital Inc	Turnkey	nan	2013	nan	nan	nan	3,880,000.0	nan	nan
				2015	nan	nan	nan	nan	nan	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
0001574910	Renavotio INC	Renavot	nan	2015	nan	nan	nan	10,360,000.0	nan	nan
				2017	nan	nan	nan	10,360,000.0	nan	nan
				2018	nan	nan	nan	75,000,000.0	nan	nan
				2020	nan	nan	nan	107,688,241.0	nan	nan
0001575259	Fortune Capital Financial Holding Corp	Fortune	nan	2013	nan	nan	nan	nan	nan	nan
0001590565	ASIA Equity Exchange Group INC	ASIA Eq	nan	2014	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0001592782	Nukkleus Inc	Nukkleu	nan	2016	nan	nan	nan	254,641,100.0	nan	nan
				2017	nan	nan	nan	230,485,100.0	nan	nan
				2018	nan	nan	nan	230,485,100.0	nan	nan
				2019	nan	nan	nan	230,485,100.0	nan	nan
0001599407	1847 Holdings LLC	1847 Ho	nan	2014	nan	nan	nan	77,887,500.0	nan	nan
				2015	nan	nan	nan	77,887,500.0	nan	nan
				2016	nan	nan	nan	77,887,500.0	nan	nan
				2017	nan	nan	nan	3,115,500.0	nan	nan
				2018	nan	nan	nan	3,115,625.0	nan	nan
				2019	nan	nan	nan	3,165,625.0	nan	nan
				2020	nan	nan	nan	4,444,013.0	nan	nan
				2021	nan	nan	nan	4,842,851.0	nan	nan
				2022	nan	nan	nan	4,079,137.0	nan	nan
				2023	nan	nan	nan	3,167,149.0	nan	nan
				2024	nan	nan	nan	nan	nan	nan
0001600347	Hapi Metaverse Inc	Hapi Me	nan	2014	nan	nan	nan	5,132,000.0	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0001602813	Frontera Group INC	Fronter	nan	2015	nan	nan	nan	7,280,000.0	nan	nan
				2016	nan	nan	nan	307,280,000.0	nan	nan
				2017	nan	nan	nan	307,280,000.0	nan	nan
0001604738	Ashford Inc	Ashford	nan	2015	nan	nan	nan	2,010,104.0	nan	nan
				2016	nan	nan	nan	2,015,599.0	nan	nan
				2017	nan	nan	nan	2,092,721.0	nan	nan
				2018	nan	nan	nan	2,390,705.0	nan	nan
0001607450	ABV Consulting INC	ABV Con	nan	2015	nan	nan	nan	nan	nan	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	5,533,000.0	nan	nan
0001620749	Panamera Holdings Corp	Panamer	PHCI	2015	nan	1.0000	nan	17,990,000.0	nan	nan
				2016	nan	1.0000	nan	17,990,000.0	nan	nan
				2017	nan	1.0000	nan	17,990,000.0	nan	nan
				2018	nan	1.0000	nan	17,990,000.0	nan	nan
				2019	nan	1.0000	nan	17,990,000.0	nan	nan
				2020	nan	1.0000	nan	17,990,000.0	nan	nan
				2022	1.9500	1.0000	1.9500	33,210,000.0	64,759,500.00	1780.1342
0001622879	Medicine Man Technologies Inc	Medicin	nan	2015	nan	nan	nan	9,972,500.0	nan	nan
				2016	nan	nan	nan	10,092,500.0	nan	nan
				2017	nan	nan	nan	21,875,011.0	nan	nan
				2018	nan	nan	nan	27,578,310.0	nan	nan
				2019	nan	nan	nan	39,952,628.0	nan	nan
				2020	nan	nan	nan	41,933,086.0	nan	nan
				2021	nan	nan	nan	44,400,853.0	nan	nan
				2022	nan	nan	nan	54,741,506.0	nan	nan
				2023	nan	nan	nan	72,591,605.0	nan	nan
0001629606	Driven Deliveries Inc	Driven	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
0001630212	Avalon Globocare Corp	Avalon	ALBT	2015	nan	0.0070	nan	6,000,000.0	nan	nan
				2023	7.2900	0.0670	0.4900	10,999,534.0	5,389,771.66	0.3179
				2024	3.4300	1.0000	3.4300	nan	nan	nan
0001632121	Balance Labs Inc	Balance	BLNC	2015	nan	1.0000	nan	20,620,000.0	nan	nan
				2017	1.5000	1.0000	1.5000	21,620,000.0	32,430,000.00	36.6969
				2018	1.3500	1.0000	1.3500	21,620,000.0	29,187,000.00	21.2823
				2019	1.0000	1.0000	1.0000	21,674,000.0	21,674,000.00	12.7014
				2020	0.3300	1.0000	0.3300	21,674,000.0	7,152,420.00	2.7895
				2021	0.7200	1.0000	0.7200	21,674,000.0	15,605,280.00	5.7562
				2022	0.2300	1.0000	0.2300	21,674,000.0	4,985,020.00	2.0294
				2023	0.2300	1.0000	0.2300	21,674,000.0	4,985,020.00	2.0438
				2024	0.2100	1.0000	0.2100	21,674,000.0	4,551,540.00	1.7484
0001633142	Press Ganey Holdings Inc	Press G	nan	2015	nan	nan	nan	nan	nan	nan
0001643615	Montrose Environmental Group Inc	Montros	MEG	2020	31.6100	1.0000	31.6100	24,961,680.0	789,038,704.80	1.7237
				2021	70.7300	1.0000	70.7300	29,491,400.0	2,085,926,722.00	3.4860
				2022	43.0700	1.0000	43.0700	29,711,566.0	1,279,677,147.62	2.2901
0001644378	RMR Group INC	RMR Gro	RMR	2016	22.0900	1.0000	22.0900	15,082,432.0	333,170,922.88	1.5543
				2017	34.5700	1.0000	34.5700	15,164,066.0	524,221,761.62	2.1945
				2018	31.8400	1.0000	31.8400	15,229,957.0	484,921,830.88	1.6891
				2019	27.0500	1.0000	27.0500	15,302,320.0	413,927,756.00	1.0262
				2021	26.0300	1.0000	26.0300	15,485,011.0	403,074,836.33	1.2440
				2022	22.8200	1.0000	22.8200	15,605,741.0	356,123,009.62	0.9960
				2023	23.6600	1.0000	23.6600	15,711,047.0	371,723,372.02	1.0032
				2024	19.0600	1.0000	19.0600	15,845,601.0	302,017,155.06	0.6153
0001653099	Vigilant Diversified Holdings INC NV	Vigilan	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001654672	Pineapple INC	Pineapp	PNPL	2020	0.1100	1.0000	0.1100	87,446,200.0	9,619,082.00	1.5669
				2021	0.0100	1.0000	0.0100	89,471,569.0	894,715.69	0.1436
				2022	0.0100	1.0000	0.0100	91,163,569.0	911,635.69	1.1500
0001657045	NEXT Chemx Corporation	NEXT Ch	CHMX	2018	nan	1.0000	nan	8,620,000.0	nan	nan
				2019	4.0000	1.0000	4.0000	8,952,060.0	35,808,240.00	60.5584
				2020	4.9000	1.0000	4.9000	8,958,989.0	43,899,046.10	354.1245
				2021	9.0200	1.0000	9.0200	27,385,437.0	247,016,641.74	106.1335
				2022	11.0000	1.0000	11.0000	28,058,535.0	308,643,885.00	108.1951
				2023	9.0000	1.0000	9.0000	28,546,834.0	256,921,506.00	71.0171
				2024	3.8600	1.0000	3.8600	28,546,834.0	110,190,779.24	23.4158
0001661600	Sativus TECH CORP	Sativus	SATT	2017	nan	0.1000	nan	2,926,500.0	nan	nan
0001661600	Sativus TECH CORP	Sativus	SATT	2018	35.0000	0.1000	3.5000	16,250,148.0	56,875,518.00	11.7730
0001678848	Cambell International Holding CORP	Cambell	nan	2022	nan	nan	nan	6,250,750.0	nan	nan
0001693687	Greenlit Ventures INC	Greenli	GLVT	2018	nan	0.0010	nan	6,000,000.0	nan	nan
				2019	nan	0.0010	nan	6,731,667.0	nan	nan
				2020	nan	0.0010	nan	6,731,667.0	nan	nan
0001751143	Atlas Technical Consultants INC	Atlas T	nan	2019	nan	nan	nan	20,250,000.0	nan	nan
				2020	nan	nan	nan	5,838,929.0	nan	nan
				2021	nan	nan	nan	33,616,212.0	nan	nan
0001755058	ATIF Holdings Ltd	ATIF Ho	ZBAI	2023	16.1500	0.0560	0.9000	9,627,452.0	8,664,706.80	2.9027
0001755058	ATIF Holdings Ltd	ATIF Ho	ZBAI	2024	15.4200	0.0560	0.8600	nan	nan	nan
0001777319	CISO Global Inc	CISO Gl	CISO	2019	nan	0.0670	nan	nan	nan	nan
				2020	nan	0.0670	nan	115,034,771.0	nan	nan
				2021	nan	0.0670	nan	117,789,789.0	nan	nan
				2022	41.0200	0.0670	2.7500	146,253,545.0	402,197,248.75	6.0658
				2023	1.3800	0.0670	0.0900	180,176,477.0	16,215,882.93	0.3822
				2024	1.9400	1.0000	1.9400	11,821,866.0	22,934,420.04	0.8817
0001790625	Agilethought Inc	Agileth	nan	2021	nan	nan	nan	41,970,915.0	nan	nan
0001790625	Agilethought Inc	Agileth	nan	2022	nan	nan	nan	48,243,382.0	nan	nan
0001813603	Hestia Insight Inc	Hestia	HSTA	2021	3.9600	1.0000	3.9600	27,916,200.0	110,548,152.00	93.0295
				2022	0.5300	1.0000	0.5300	27,939,260.0	14,807,807.80	39.6598
				2023	0.2300	1.0000	0.2300	27,939,260.0	6,426,029.80	59.9783
				2024	0.2000	1.0000	0.2000	27,939,260.0	5,587,852.00	8.2603
0001847590	Bowman Consulting Group Ltd	Bowman	BWMN	2021	21.5000	1.0000	21.5000	11,311,488.0	243,196,992.00	2.4572
				2022	20.8400	1.0000	20.8400	13,518,842.0	281,732,667.28	1.4494
				2023	34.3200	1.0000	34.3200	14,648,595.0	502,739,780.40	1.5655
				2024	24.5900	1.0000	24.5900	17,529,821.0	431,058,298.39	1.1258
0001877939	Castellum Inc	Castell	CTM	2022	1.1900	1.0000	1.1900	41,539,342.0	49,431,816.98	2.0276
				2023	0.2400	1.0000	0.2400	47,642,427.0	11,434,182.48	0.4798
				2024	0.5900	1.0000	0.5900	56,109,928.0	33,104,857.52	1.1931

QA: us_consulting 2010-2024

Table of Contents

Ranks across the years

PDF reports

2010

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2011

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2012

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2013

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2014

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2015

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2016

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2017

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2018

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2019

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2020

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2021

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2022

Logs

Diagrams

Calculation Linkbase Overview