QA: us_computers 2009-2025

Ranks across the years

	name	name_short	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2009-val	2010-val	2011-val	2012-val	2013-val	2014-val	2015-val	2016-val	2017-val	2018-val	2019-val	2020-val	2021-val	2022-val	2023-val	2024-val	2025-val	2009->2010	2010->2011	2011->2012	2012->2013	2013->2014	2014->2015	2015->2016	2016->2017	2017->2018	2018->2019	2019->2020	2020->2021	2021->2022	2022->2023	2023->2024	2024->2025
0000320193	Apple Inc	Apple I	1	1	1	3	4	1	2	5	6	6	4	3	5	4	3	2	1	322.29	408.81	443.55	458.40	391.87	375.64	366.82	336.89	321.40	339.56	336.84	339.31	398.46	380.96	399.73	393.56	430.20	0	0	2	1	-3	1	3	1	0	-2	-1	2	-1	-1	-1	-1
0001596532	Arista Networks Inc	Arista	NaN	NaN	NaN	NaN	NaN	3	5	4	3	4	2	2	6	1	1	1	2	NaN	NaN	NaN	NaN	NaN	347.32	344.07	339.89	403.86	348.19	436.80	375.07	383.94	433.89	449.94	437.58	405.10	NaN	NaN	NaN	NaN	NaN	2	-1	-1	1	-2	0	4	-5	0	0	1
0001826660	Wetouch Technology Inc	Wetouch	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	7	7	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	485.18	576.28	329.26	311.77	NaN	387.15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	6	0	NaN	NaN
0001048695	F5 INC.	F5 INC.	NaN	2	2	4	6	2	1	2	4	3	3	7	12	13	9	5	4	NaN	360.01	393.73	383.23	363.00	369.21	371.84	366.69	370.42	373.91	340.79	281.39	281.03	274.87	297.28	323.72	332.87	NaN	0	2	2	-4	-1	1	2	-1	0	4	5	1	-4	-4	-1
0001262039	Fortinet Inc	Fortine	NaN	NaN	9	8	18	16	19	14	16	7	8	5	13	12	8	3	5	NaN	NaN	300.16	291.85	255.49	233.34	215.98	224.58	213.52	301.39	283.30	299.15	277.28	285.87	299.78	334.29	330.94	NaN	NaN	-1	10	-2	3	-5	2	-9	1	-3	8	-1	-4	-5	2
0000858877	Cisco Systems INC	Cisco S	NaN	4	10	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	9	8	5	7	6	NaN	317.08	297.18	304.88	NaN	NaN	NaN	NaN	NaN	NaN	NaN	320.31	313.74	316.35	327.34	285.56	290.04	NaN	6	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	-1	-3	2	-1
0000854775	DIGI International INC	DIGI In	NaN	NaN	6	10	12	12	16	7	7	10	7	12	15	17	12	8	7	NaN	NaN	314.25	285.03	281.27	271.78	274.03	315.41	308.21	261.92	283.97	259.59	266.30	246.39	263.41	274.93	285.55	NaN	NaN	4	2	0	4	-9	0	3	-3	5	3	2	-5	-4	-1
0001580808	A10 Networks Inc	A10 Net	NaN	NaN	NaN	NaN	NaN	29	29	24	18	21	19	11	3	6	6	4	8	NaN	NaN	NaN	NaN	NaN	160.22	155.04	180.74	185.10	177.27	184.05	268.41	432.57	335.70	322.97	333.98	268.33	NaN	NaN	NaN	NaN	NaN	0	-5	-6	3	-2	-8	-8	3	0	-2	4
0000047217	HP INC	HP INC	NaN	6	13	28	11	13	NaN	11	8	5	9	9	7	10	10	9	9	NaN	300.91	286.29	173.42	291.64	255.17	NaN	279.36	275.06	342.84	272.45	271.32	356.06	292.54	274.47	260.26	258.24	NaN	7	15	-17	2	NaN	NaN	-3	-3	4	0	-2	3	0	-1	0
0000051143	International Business Machines	Interna	2	5	12	11	7	17	15	9	10	12	13	17	21	16	15	11	10	300.72	305.97	286.68	283.48	327.36	232.85	278.49	280.20	251.64	250.18	251.01	220.04	231.37	250.67	230.55	257.39	256.63	3	7	-1	-4	10	-2	-6	1	2	1	4	4	-5	-1	-4	-1
0001327567	Palo Alto Networks Inc	Palo Al	NaN	NaN	NaN	NaN	24	25	24	21	19	16	15	18	27	24	16	6	11	NaN	NaN	NaN	NaN	185.42	167.42	182.28	183.22	184.69	197.33	223.19	202.93	185.11	185.24	219.27	311.93	252.51	NaN	NaN	NaN	NaN	1	-1	-3	-2	-3	-1	3	9	-3	-8	-10	5
0000807863	Mitek Systems INC	Mitek S	NaN	NaN	17	35	34	28	6	8	1	20	NaN	NaN	NaN	26	11	10	12	NaN	NaN	254.60	34.53	140.46	161.52	322.11	298.52	469.63	180.93	NaN	NaN	NaN	183.96	273.73	257.92	246.86	NaN	NaN	18	-1	-6	-22	2	-7	19	NaN	NaN	NaN	NaN	-15	-1	2
0000926326	Omnicell INC	Omnicel	NaN	NaN	14	12	9	10	12	17	12	9	6	16	16	20	17	13	13	NaN	NaN	280.77	278.59	293.05	294.52	293.36	207.85	246.30	263.44	291.24	241.69	257.81	217.47	212.65	230.22	235.17	NaN	NaN	-2	-3	1	2	5	-5	-3	-3	10	0	4	-3	-4	0
0001571996	Dell Technologies Inc	Dell Te	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23	18	NaN	14	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	214.25	232.29	NaN	220.02	230.09	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	NaN	NaN	0
0001805385	Evolv Technologies Holdings Inc	Evolv T	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	28	19	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	168.48	134.05	98.93	NaN	178.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	-9	NaN	NaN
0000736012	Intrusion INC	Intrusi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	25	32	31	20	16	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	590.90	926.13	80.98	0.00	0.16	0.58	13.39	0.77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	24	7	-1	-11	-4	0
0001282980	Dror Ortho Design Inc	Dror Or	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23	24	31	29	21	17	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	144.73	117.69	98.25	73.97	0.00	0.00	0.03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	7	-2	-8	-4	0
0000108772	Xerox CORP	Xerox C	4	11	19	18	15	NaN	NaN	15	9	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	223.42	231.64	229.85	232.84	267.63	NaN	NaN	223.05	254.78	241.92	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	8	-1	-3	NaN	NaN	NaN	-6	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001009626	Brocade Communications Systems INC	Brocade	5	9	18	9	8	7	8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	192.61	257.93	241.02	287.90	293.11	298.44	316.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	9	-9	-1	-1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001043604	Juniper Networks INC	Juniper	3	3	7	14	10	21	11	10	11	8	11	13	20	14	13	12	NaN	269.83	337.29	307.70	263.12	292.45	185.35	294.21	279.58	251.18	278.83	260.43	253.01	239.65	267.89	253.66	240.30	NaN	0	4	7	-4	11	-10	-1	1	-3	3	2	7	-6	-1	-1	NaN
0001001288	Lexmark International INC KY	Lexmark	NaN	8	16	16	14	18	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	293.25	271.68	242.20	269.28	212.46	185.45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	0	-2	4	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001044590	Intermec Inc	Interme	NaN	10	22	36	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	238.90	198.27	32.89	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001357326	Riverbed Technology Inc	Riverbe	NaN	7	8	17	21	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	293.48	304.12	241.93	206.98	246.83	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	9	4	-6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000350917	Emulex CORP DE	Emulex	NaN	NaN	27	19	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	176.85	226.60	241.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000728249	Interphase CORP	Interph	NaN	NaN	23	31	32	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	196.77	135.41	159.22	101.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	1	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000854398	XRS Corp	XRS Cor	NaN	NaN	24	29	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	185.62	160.85	249.21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	-10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000867374	Electronics FOR Imaging INC	Electro	NaN	NaN	11	6	3	14	18	12	13	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	287.91	308.20	469.91	250.84	241.33	250.86	233.91	200.93	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	-3	11	4	-6	1	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000873044	Radisys CORP	Radisys	NaN	NaN	25	30	NaN	26	26	22	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	185.49	159.04	NaN	163.93	180.59	182.06	21.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	NaN	NaN	0	-4	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000919013	WAVE Systems CORP	WAVE Sy	NaN	NaN	29	39	38	37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	104.05	0.01	0.78	2.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	-1	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000930803	Hauppauge Digital INC	Hauppau	NaN	NaN	28	26	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	154.95	178.83	153.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000949158	CRAY INC	CRAY IN	NaN	NaN	15	2	13	4	13	13	23	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	279.66	523.41	279.22	347.02	285.14	250.58	145.88	173.39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-13	11	-9	9	0	10	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001017303	Transact Technologies Inc	Transac	NaN	NaN	4	5	5	22	3	3	5	2	12	22	28	27	4	NaN	NaN	NaN	NaN	374.84	330.19	383.06	184.56	353.32	363.70	349.38	411.97	257.64	173.42	183.86	176.94	336.25	NaN	NaN	NaN	NaN	1	0	17	-19	0	2	-3	10	10	6	-1	-23	NaN	NaN
0001019034	BIO KEY International INC	BIO KEY	NaN	NaN	34	22	37	35	23	27	25	25	25	26	30	30	NaN	15	NaN	NaN	NaN	1.15	184.67	2.06	3.47	182.61	125.03	115.28	8.00	0.00	38.22	103.72	0.35	NaN	55.01	NaN	NaN	NaN	-12	15	-2	-12	4	-2	0	0	1	4	0	NaN	NaN	NaN
0001036044	Identiv Inc	Identiv	NaN	NaN	26	32	35	30	33	28	21	18	17	19	17	19	NaN	NaN	NaN	NaN	NaN	184.39	56.19	32.07	154.81	20.87	122.20	171.23	183.04	196.75	184.56	257.54	225.83	NaN	NaN	NaN	NaN	NaN	6	3	-5	3	-5	-7	-3	-1	2	-2	2	NaN	NaN	NaN
0001058811	Immersion CORP	Immersi	NaN	NaN	20	24	2	9	14	NaN	NaN	NaN	21	6	8	2	2	NaN	NaN	NaN	NaN	209.94	182.44	591.72	296.77	284.47	NaN	NaN	NaN	166.06	294.96	333.27	425.17	433.77	NaN	NaN	NaN	NaN	4	-22	7	5	NaN	NaN	NaN	NaN	-15	2	-6	0	NaN	NaN
0001075656	iGo Inc.	iGo Inc	NaN	NaN	30	34	40	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	95.60	36.43	0.03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001093207	Crossroads Systems INC	Crossro	NaN	NaN	32	37	39	36	31	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	51.45	8.47	0.77	2.22	42.20	178.30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	2	-3	-5	-6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001110361	Eroomsystem Technologies INC	Eroomsy	NaN	NaN	21	27	27	6	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	208.92	176.05	176.17	322.52	297.43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	0	-21	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001130258	ACME Packet INC	ACME Pa	NaN	NaN	5	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	367.64	250.14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001167294	MERU Networks INC	MERU Ne	NaN	NaN	31	33	31	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	83.03	51.14	160.07	79.95	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-2	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001173752	Aruba Networks INC	Aruba N	NaN	NaN	3	20	23	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	385.72	219.47	185.58	185.36	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17	3	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001383154	Copsync Inc	Copsync	NaN	NaN	33	38	36	34	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8.85	0.04	7.90	3.49	24.82	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	-2	-2	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001114925	Lantronix INC	Lantron	NaN	NaN	NaN	25	26	19	25	19	14	11	14	23	26	22	18	NaN	NaN	NaN	NaN	NaN	181.59	181.44	195.89	181.15	184.37	224.58	260.77	233.49	166.66	185.29	185.59	184.66	NaN	NaN	NaN	NaN	NaN	1	-7	6	-6	-5	-3	3	9	3	-4	-4	NaN	NaN
0001177845	Xplore Technologies CORP	Xplore	NaN	NaN	NaN	21	16	NaN	17	16	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	185.48	263.04	NaN	259.30	217.95	185.17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	NaN	NaN	-1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001316625	Silicon Graphics International Corp	Silicon	NaN	NaN	NaN	23	22	23	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	184.59	195.85	171.51	179.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	1	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001375365	Super Micro Computer Inc	Super M	NaN	NaN	NaN	13	17	8	7	NaN	NaN	NaN	10	10	14	9	NaN	NaN	NaN	NaN	NaN	NaN	278.17	262.52	296.83	317.97	NaN	NaN	NaN	268.13	269.01	267.90	298.69	NaN	NaN	NaN	NaN	NaN	NaN	4	-9	-1	NaN	NaN	NaN	NaN	0	4	-5	NaN	NaN	NaN
0001434388	Wonhe High Tech International Inc	Wonhe H	NaN	NaN	NaN	1	1	5	22	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	819.46	695.72	329.31	185.25	327.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	4	17	-16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001032975	Logitech International S A	Logitec	NaN	NaN	NaN	NaN	30	11	20	NaN	NaN	NaN	NaN	NaN	4	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	166.52	282.41	206.65	NaN	NaN	NaN	NaN	NaN	428.33	380.44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-19	9	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN
0001180079	Itron Networked Solutions Inc	Itron N	NaN	NaN	NaN	NaN	28	24	9	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	174.65	170.49	308.16	183.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	-15	11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001361470	Mavenir Systems INC	Mavenir	NaN	NaN	NaN	NaN	29	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	170.90	163.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001370880	Mandiant Inc	Mandian	NaN	NaN	NaN	NaN	25	31	30	26	20	19	20	20	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	182.65	129.64	150.54	157.98	174.89	181.05	181.30	183.97	439.77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	-1	-4	-6	-1	1	0	-18	NaN	NaN	NaN	NaN
0001528760	Exeo Entertainment Inc	Exeo En	NaN	NaN	NaN	NaN	NaN	38	34	29	27	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	0.00	0.00	0.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	-5	-2	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001078271	Extreme Networks INC	Extreme	NaN	NaN	NaN	NaN	NaN	NaN	28	23	15	17	18	21	22	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	165.66	181.52	218.31	184.67	185.60	173.75	228.17	263.71	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	-8	2	1	3	1	-7	NaN	NaN	NaN
0001447599	Fitbit INC	Fitbit	NaN	NaN	NaN	NaN	NaN	NaN	4	18	22	22	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	349.86	184.87	163.45	176.24	148.09	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	4	0	0	NaN	NaN	NaN	NaN	NaN	NaN
0000828146	Interlink Electronics Inc	Interli	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	2	NaN	NaN	8	25	3	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	564.06	406.10	NaN	NaN	273.95	193.66	383.74	249.46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	17	-22	11	NaN	NaN
0001644825	Digital Donations Technologies Inc	Digital	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001145057	Forescout Technologies INC	Foresco	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24	24	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	129.32	160.55	135.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN
0001394056	ONE STOP Systems INC	ONE STO	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	16	14	10	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	201.28	210.20	251.64	301.46	203.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-2	-4	11	NaN	NaN	NaN
0001770450	Xerox Holdings Corp	Xerox H	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	15	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	295.34	243.43	198.22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	9	NaN	NaN	NaN	NaN
0000008146	Astronova Inc	Astrono	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19	11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	251.05	287.47	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	NaN	NaN	NaN
0001743759	Corsair Gaming Inc	Corsair	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	283.16	185.28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	NaN	NaN	NaN
0001816613	Markforged Holding Corp	Markfor	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	253.21	184.46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	NaN	NaN	NaN

PDF reports

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

2009

Logs

warning	11 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001009626 0000051143 0000108772 0000047217 0000320193 0000858877 0001001288 0001043604 0001044590 0001048695 0001357326
warning	1 × Missing logo	subcommand.report	0001009626

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	LiabilitiesCurrent	855,187,000	959,306,600	4,466,928,400	32,658,000,000	36,002,000,000	0001009626	0000108772	0000051143
1	LiabilitiesNoncurrent	0	21,478,000	2,254,626,800	8,842,200,000	8,848,000,000	0001043604	0000320193	0000108772
2	remainder_Liabilities	0	186,167,800	3,532,381,200	34,053,800,000	41,446,000,000	0001043604	0000108772	0000051143
3	AssetsCurrent	885,275,000	1,284,011,800	9,741,613,600	46,401,000,000	48,935,000,000	0001009626	0000108772	0000051143
4	AssetsNoncurrent	28,218,000	126,360,400	1,320,932,400	5,033,400,000	5,379,000,000	0001009626	0000108772	0000051143
5	Goodwill	453,000,000	788,561,200	3,672,575,026	18,966,400,000	22,703,000,000	0000320193	0001043604	0000051143
6	remainder_Assets	519,938,000	541,374,600	8,962,808,400	28,300,400,000	32,005,000,000	0001043604	0000108772	0000051143
7	AdministrativeAndMarketingExpense	470,117,000	554,793,000	4,149,000,000	17,591,400,000	20,952,000,000	0001009626	0000108772	0000051143
8	ResearchAndDevelopmentExpense	0	70,961,800	741,944,517	4,922,600,000	5,820,000,000	0000108772	0001043604	0000051143
9	CostOfGoodsSold	0	0	367,770	41,762,285,200	51,973,000,000	0000108772	0001043604	0000051143
10	remainder_Expenses	286,974,000	311,387,800	2,280,523,200	9,161,600,000	10,555,000,000	0001009626	0000320193	0000108772
11	remainder_Revenues	0	0	1,958,216,430	79,642,200,000	95,758,000,000	0000320193	0001009626	0000051143
12	remainder_NetIncome	-2,984,000	-2,387,200	41,847,390	11,204,695,200	13,466,000,000	0001009626	0000108772	0000320193
13	remainder_ComprehensiveNetIncome	0	0	0	0	0	0000051143	0000320193	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,375,785,000	1,479,311,200	16,844,671,200	74,217,400,000	86,267,000,000	0001043604	0000108772	0000051143
1	Assets	3,671,420,000	4,455,188,600	24,043,927,600	97,987,800,000	109,022,000,000	0001009626	0000108772	0000051143
2	Expenses	2,031,326,000	2,033,910,400	7,764,776,800	68,807,200,000	82,333,000,000	0001009626	0000320193	0000051143
3	Revenues	0	0	1,958,216,430	79,642,200,000	95,758,000,000	0000320193	0001009626	0000051143
4	StockholdersEquity	1,778,004,000	2,665,298,800	7,197,225,600	26,816,600,000	27,832,000,000	0001009626	0000108772	0000320193
5	NetIncome	-81,384,000	-42,061,600	518,075,200	11,880,800,000	13,425,000,000	0001009626	0000108772	0000051143
6	ComprehensiveNetIncome	-81,384,000	-42,061,600	518,075,200	11,880,800,000	13,425,000,000	0001009626	0000108772	0000051143
7	BaseVar	19,768,043,360	20,292,612,336	130,373,298,584	714,632,276,000	856,312,160,000	0001009626	0000320193	0000051143
8	EconomicCapitalRatiobeforeLimitedLiability	0.0703	0.134	0.912	1.51	1.57	0001009626	0001043604	0000320193
9	EconomicCapitalRatio	1.93	1.99	2.70	3.18	3.22	0001009626	0001043604	0000320193

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	LiabilitiesCurrent	-0.297	-0.234	0.0699	0.165	0.169	0000320193	0001009626	0000051143
1	LiabilitiesNoncurrent	-0.223	-0.178	0.0473	0.0708	0.0725	0000108772	0001009626	0001043604
2	remainder_Liabilities	-0.150	-0.133	-0.0117	0.100	0.117	0000051143	0000320193	0001043604
3	AssetsCurrent	-0.180	-0.175	-0.0850	0.0377	0.0465	0001009626	0000108772	0000051143
4	AssetsNoncurrent	-0.0378	-0.0323	-0.00937	0.00604	0.00709	0001009626	0000108772	0000051143
5	Goodwill	-0.0692	-0.0505	0.0338	0.0645	0.0706	0000108772	0000051143	0001009626
6	remainder_Assets	-0.0593	-0.0554	-0.00488	0.0185	0.0199	0001009626	0001043604	0000108772
7	AdministrativeAndMarketingExpense	-0.358	-0.296	0.0767	0.271	0.316	0001043604	0001009626	0000051143
8	ResearchAndDevelopmentExpense	-0.657	-0.576	0.0724	0.418	0.424	0001043604	0000320193	0000051143
9	CostOfGoodsSold	-2.03	-1.89	0.451	0.769	0.842	0000051143	0000108772	0001043604
10	remainder_Expenses	-2.15	-1.70	0.165	0.977	1.16	0000108772	0000320193	0000051143
11	remainder_Revenues	-1.91	-1.77	0.417	1.41	1.58	0001043604	0001009626	0000051143
12	remainder_NetIncome	-2.07	-2.05	-1.88	1.30	1.37	0000051143	0000108772	0000320193
13	remainder_ComprehensiveNetIncome	0	0	0	0	0	0000051143	0000320193	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.306	-0.244	0.0656	0.175	0.193	0000320193	0001009626	0001043604
1	Assets	-0.159	-0.159	-0.130	0.0676	0.0788	0000320193	0000108772	0000051143
2	Expenses	-0.722	-0.682	-0.361	0.540	0.688	0001009626	0000051143	0000320193
3	Revenues	-1.91	-1.77	0.417	1.41	1.58	0001043604	0001009626	0000051143
4	StockholdersEquity	-0.352	-0.336	-0.143	0.277	0.321	0000051143	0001009626	0001043604
5	NetIncome	-0.924	-0.841	-0.268	0.599	0.705	0001009626	0001043604	0000320193
6	ComprehensiveNetIncome	-0.924	-0.841	-0.268	0.599	0.705	0001009626	0001043604	0000320193
7	BaseVar	0	0	0	0	0	0000051143	0000320193	0000051143
8	EconomicCapitalRatiobeforeLimitedLiability	-0.715	-0.654	0.0572	0.539	0.582	0001009626	0001043604	0000320193
9	EconomicCapitalRatio	-0.692	-0.630	0.0807	0.562	0.605	0001009626	0001043604	0000320193

2010

Logs

warning	22 × The stock price does not exist	industry.us_generic	0001001288 0001009626 0001044590 0001357326 0000108772 0000930803 0000350917 0000728249 0000736012 0000854398 0000867374 0000873044 0000919013 0000949158 0001043604 0001075656 0001093207 0001110361 0001130258 0001167294 0001173752 0001383154
warning	12 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001001288 0001009626 0001044590 0001357326 0000051143 0000108772 0001043604 0001373761 0000047217 0000320193 0000858877 0001048695
warning	4 × Missing logo	subcommand.report	0001001288 0001009626 0001044590 0001357326
warning	1 × Ignoring company because Expenses is zero	pre-agg	0000736012
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001373761

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	LiabilitiesCurrent	153,451,000	160,610,000	1,476,921,024	44,982,500,000	49,403,000,000	0001044590	0001043604	0000047217
1	LiabilitiesNoncurrent	0	0	71,753,091	11,209,500,000	14,193,000,000	0000047217	0001048695	0000858877
2	remainder_Liabilities	0	0	649,419,399	22,566,000,000	41,491,000,000	0000047217	0001001288	0000051143
3	AssetsCurrent	484,956,000	513,811,500	3,219,794,630	52,802,500,000	54,184,000,000	0001044590	0001043604	0000047217
4	AssetsNoncurrent	30,361,000	39,282,000	591,827,356	9,022,500,000	12,225,000,000	0001044590	0001043604	0000047217
5	Goodwill	3,031,000	29,736,500	1,991,010,660	33,553,500,000	38,483,000,000	0001044590	0001009626	0000047217
6	remainder_Assets	57,297,000	64,756,500	925,818,200	30,546,500,000	30,934,000,000	0001357326	0001001288	0000051143
7	AdministrativeAndMarketingExpense	0	136,217,000	1,038,490,069	17,211,000,000	21,837,000,000	0001044590	0001043604	0000051143
8	ResearchAndDevelopmentExpense	0	0	354,274,740	4,492,500,000	6,026,000,000	0000108772	0001009626	0000051143
9	CostOfGoodsSold	0	0	0	28,268,600,000	53,857,000,000	0000047217	0001044590	0000051143
10	remainder_Expenses	26,156,000	56,315,000	621,093,606	58,851,500,000	101,223,000,000	0001357326	0001044590	0000047217
11	remainder_Revenues	0	0	2,094,363	112,951,500,000	126,033,000,000	0000320193	0001357326	0000047217
12	remainder_NetIncome	-505,000,000	-260,001,500	420,125,475	25,866,500,000	25,894,000,000	0000047217	0001357326	0000858877
13	remainder_ComprehensiveNetIncome	0	0	0	0	0	0000047217	0001001288	0000047217

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	153,451,000	176,056,000	2,326,681,100	69,841,000,000	90,279,000,000	0001044590	0001001288	0000051143
1	Assets	736,081,000	742,673,000	8,489,983,149	118,977,500,000	124,503,000,000	0001357326	0001043604	0000047217
2	Expenses	385,707,000	476,099,500	3,868,865,100	100,902,500,000	116,767,000,000	0001357326	0001001288	0000047217
3	Revenues	0	0	2,094,363	112,951,500,000	126,033,000,000	0000320193	0001357326	0000047217
4	StockholdersEquity	537,420,000	566,617,000	7,001,387,125	61,445,500,000	75,100,000,000	0001357326	0001043604	0000047217
5	NetIncome	-5,325,000	14,416,500	619,390,627	14,422,500,000	14,832,000,000	0001044590	0001043604	0000051143
6	ComprehensiveNetIncome	-5,325,000	14,416,500	619,390,627	14,422,500,000	14,832,000,000	0001044590	0001043604	0000051143
7	BaseVar	3,899,107,720	5,084,823,510	37,520,576,782	1,006,502,940,000	1,123,432,300,000	0001357326	0001001288	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	0.480	0.520	1.29	2.44	2.79	0000108772	0000047217	0000320193
9	EconomicCapitalRatio	2.32	2.35	3.01	3.84	4.09	0000108772	0000047217	0000320193

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	LiabilitiesCurrent	-0.287	-0.207	0.0364	0.176	0.203	0000320193	0001357326	0001044590
1	LiabilitiesNoncurrent	-0.184	-0.167	0.0461	0.150	0.164	0000858877	0000051143	0000047217
2	remainder_Liabilities	-0.303	-0.267	0.0422	0.136	0.149	0000051143	0000320193	0000047217
3	AssetsCurrent	-0.299	-0.206	-0.0341	0.0518	0.0575	0000320193	0001009626	0000047217
4	AssetsNoncurrent	-0.187	-0.109	-0.00539	0.0137	0.0153	0001048695	0000858877	0000320193
5	Goodwill	-0.218	-0.158	0.0197	0.0729	0.0976	0001043604	0001357326	0000320193
6	remainder_Assets	-0.333	-0.166	0.0105	0.0447	0.0644	0000320193	0001001288	0001048695
7	AdministrativeAndMarketingExpense	-1.91	-1.50	0.122	1.22	1.22	0001357326	0000320193	0000047217
8	ResearchAndDevelopmentExpense	-0.723	-0.640	0.146	0.690	0.907	0001043604	0001044590	0000047217
9	CostOfGoodsSold	-4.35	-3.32	0.499	1.09	1.17	0001001288	0000108772	0000047217
10	remainder_Expenses	-6.03	-5.37	0.789	1.32	1.38	0001044590	0001009626	0001001288
11	remainder_Revenues	-4.32	-3.39	-1.17	2.52	2.57	0001044590	0000320193	0000047217
12	remainder_NetIncome	-5.06	-4.91	1.32	1.86	1.87	0000047217	0000858877	0001048695
13	remainder_ComprehensiveNetIncome	0	0	0	0	0	0000047217	0001001288	0000047217

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.333	-0.319	0.0996	0.359	0.390	0000858877	0001043604	0001044590
1	Assets	-0.555	-0.414	-0.0437	0.0766	0.0854	0000320193	0001048695	0000047217
2	Expenses	-1.57	-1.26	-0.331	0.719	0.900	0001044590	0001009626	0000320193
3	Revenues	-4.32	-3.39	-1.17	2.52	2.57	0001044590	0000320193	0000047217
4	StockholdersEquity	-0.415	-0.370	-0.0697	0.216	0.291	0001001288	0001009626	0001043604
5	NetIncome	-1.68	-1.29	-0.494	0.814	1.24	0001044590	0001357326	0000320193
6	ComprehensiveNetIncome	-1.68	-1.29	-0.494	0.814	1.24	0001044590	0001357326	0000320193
7	BaseVar	0	0	0	0	0	0000047217	0001001288	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-0.750	-0.713	-0.0570	0.778	1.02	0000108772	0000047217	0000320193
9	EconomicCapitalRatio	-0.725	-0.688	-0.0320	0.803	1.05	0000108772	0000047217	0000320193

2011

Logs

warning	25 × The stock price does not exist	industry.us_generic	0000350917 0000728249 0000854398 0000919013 0000930803 0001001288 0001009626 0001044590 0001075656 0001093207 0001110361 0001130258 0001167294 0001173752 0001357326 0001383154 0000873044 0000108772 0000736012 0000949158 0001043604 0000867374 0001177845 0001316625 0001373761
warning	16 × Missing logo	subcommand.report	0000350917 0000728249 0000854398 0000919013 0000930803 0001001288 0001009626 0001044590 0001075656 0001093207 0001110361 0001130258 0001167294 0001173752 0001357326 0001383154
warning	3 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000930803 0001434388 0001373761
warning	2 × Similarly named company. Duplicate?	None	0001167294 0001173752
warning	2 × Ignoring company because Expenses is zero	pre-agg	0000736012 0000736012
warning	2 × Excluding company: variable exceeds outlier threshold	pre-agg	0001373761 0001373761
warning	1 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000873044

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	LiabilitiesCurrent	0	1,111,763	65,097,324	32,923,550,000	50,442,000,000	0001075656	0000350917	0000047217
1	LiabilitiesNoncurrent	0	0	658,653	12,916,800,000	31,853,000,000	0000047217	0001173752	0000051143
2	remainder_Liabilities	0	0	4,170,562	3,681,500,000	22,221,000,000	0000047217	0001167294	0000051143
3	AssetsCurrent	697,941	2,032,635	259,753,188	50,960,550,000	57,231,000,000	0001019034	0000926326	0000858877
4	AssetsNoncurrent	0	0	4,987,625	8,047,100,000	15,671,000,000	0000930803	0000873044	0000051143
5	Goodwill	0	0	30,858,180	22,945,100,000	55,449,000,000	0000728249	0001173752	0000047217
6	remainder_Assets	-5,379,000	15,899	38,574,253	15,069,950,000	63,395,000,000	0001017303	0000926326	0000320193
7	AdministrativeAndMarketingExpense	0	0	60,126,550	12,331,100,000	23,594,000,000	0000919013	0001167294	0000051143
8	ResearchAndDevelopmentExpense	0	0	18,030,651	2,717,750,000	6,258,000,000	0000108772	0000926326	0000051143
9	CostOfGoodsSold	0	0	0	1,054,078,800	56,778,000,000	0000047217	0000320193	0000051143
10	remainder_Expenses	-71,635,000	-5,280,500	12,593,340	11,442,550,000	102,756,000,000	0001173752	0000867374	0000047217
11	remainder_Revenues	0	0	0	52,127,500,000	127,245,000,000	0000320193	0001043604	0000047217
12	remainder_NetIncome	-695,000,000	-17,222,855	10,438,971	11,174,608,300	44,233,000,000	0000047217	0001093207	0000320193
13	remainder_ComprehensiveNetIncome	-3,142,000,000	-318,480,000	0	0	1,000	0000051143	0001017303	0000926326

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	117,884	2,083,303	96,777,408	43,548,100,000	96,197,000,000	0001110361	0000350917	0000051143
1	Assets	966,703	2,943,284	328,514,073	116,392,700,000	129,517,000,000	0001019034	0000926326	0000047217
2	Expenses	74,959	649,255	214,778,310	45,811,900,000	119,476,000,000	0000919013	0000949158	0000047217
3	Revenues	0	0	0	52,127,500,000	127,245,000,000	0000320193	0001043604	0000047217
4	StockholdersEquity	-1,271,091	1,869,467	271,888,253	57,533,600,000	79,075,000,000	0001019034	0000926326	0000047217
5	NetIncome	-83,610,000	-28,116,050	7,551,353	10,147,350,000	25,922,000,000	0000350917	0000926326	0000320193
6	ComprehensiveNetIncome	-83,610,000	-28,116,050	7,551,856	9,047,650,000	25,922,000,000	0000350917	0000926326	0000320193
7	BaseVar	8,987,414	38,402,110	2,258,064,796	561,004,290,000	1,143,971,660,000	0001110361	0000926326	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-10.5	-6.27	0.660	2.49	3.32	0001019034	0000807863	0000320193
9	EconomicCapitalRatio	0.0115	0.365	2.48	3.89	4.44	0001019034	0000807863	0000320193

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	LiabilitiesCurrent	-0.183	-0.178	0.0696	0.227	0.272	0000320193	0000867374	0001130258
1	LiabilitiesNoncurrent	-0.251	-0.201	0.00825	0.0772	0.0889	0000858877	0001017303	0000047217
2	remainder_Liabilities	-0.214	-0.153	0.00111	0.116	0.129	0001009626	0000873044	0000047217
3	AssetsCurrent	-0.897	-0.592	-0.0295	0.321	0.646	0001019034	0001043604	0001075656
4	AssetsNoncurrent	-0.248	-0.144	-0.00949	0.0399	0.102	0001048695	0001009626	0001110361
5	Goodwill	-0.403	-0.242	-0.00444	0.109	0.148	0001167294	0001357326	0001009626
6	remainder_Assets	-0.799	-0.268	-0.000922	0.113	0.376	0000320193	0000854398	0000919013
7	AdministrativeAndMarketingExpense	-1.68	-1.10	-0.0343	1.17	1.45	0001173752	0000926326	0001044590
8	ResearchAndDevelopmentExpense	-2.01	-1.00	0.0475	0.849	1.03	0001093207	0001048695	0000047217
9	CostOfGoodsSold	-5.00	-3.99	0.343	1.04	1.08	0000873044	0001093207	0000047217
10	remainder_Expenses	-8.59	-4.38	0.253	0.985	2.03	0001044590	0001110361	0001173752
11	remainder_Revenues	-4.14	-2.84	-0.565	2.27	2.53	0001044590	0000919013	0000047217
12	remainder_NetIncome	-4.58	-3.58	-0.342	2.47	2.54	0000728249	0001075656	0001048695
13	remainder_ComprehensiveNetIncome	-0.212	-0.177	0.0165	0.0478	0.0661	0000108772	0001262039	0000728249

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.328	-0.277	0.0894	0.330	0.416	0000858877	0001043604	0001130258
1	Assets	-1.35	-0.843	-0.0120	0.393	0.633	0001019034	0000867374	0000919013
2	Expenses	-1.71	-1.48	-0.162	0.629	1.13	0000728249	0000350917	0000320193
3	Revenues	-4.14	-2.84	-0.565	2.27	2.53	0001044590	0000919013	0000047217
4	StockholdersEquity	-0.558	-0.434	0.00457	0.277	0.350	0000728249	0000919013	0001043604
5	NetIncome	-1.68	-1.36	0.545	2.03	2.42	0001383154	0001009626	0000320193
6	ComprehensiveNetIncome	-1.67	-1.35	0.566	2.03	2.44	0001383154	0000807863	0000320193
7	BaseVar	0	0	0	0	0	0000047217	0000949158	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.84	-1.48	0.631	2.04	2.59	0001019034	0000807863	0000320193
9	EconomicCapitalRatio	-2.33	-1.97	0.140	1.55	2.10	0001019034	0000807863	0000320193

2012

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0000873044
warning	28 × The stock price does not exist	industry.us_generic	0000350917 0000728249 0000854398 0000919013 0000930803 0001001288 0001009626 0001044590 0001075656 0001093207 0001110361 0001130258 0001167294 0001173752 0001316625 0001357326 0001383154 0001373761 0000108772 0000867374 0000873044 0000949158 0001043604 0001180079 0001434388 0000736012 0001177845 0001370880
warning	17 × Missing logo	subcommand.report	0000350917 0000728249 0000854398 0000919013 0000930803 0001001288 0001009626 0001044590 0001075656 0001093207 0001110361 0001130258 0001167294 0001173752 0001316625 0001357326 0001383154
warning	3 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000930803 0001434388 0001361470
warning	2 × Similarly named company. Duplicate?	None	0001167294 0001173752
warning	2 × Ignoring company because Expenses is zero	pre-agg	0000736012 0000736012
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.649039301560659}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001373761
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001373761

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	LiabilitiesCurrent	0	916,893	83,080,891	39,050,300,000	46,666,000,000	0001075656	0000926326	0000047217
1	LiabilitiesNoncurrent	0	0	2,122,032	16,867,500,000	31,695,000,000	0000047217	0001173752	0000051143
2	remainder_Liabilities	0	0	1,096,317	4,460,800,000	24,909,000,000	0000047217	0000854398	0000051143
3	AssetsCurrent	670,769	2,103,196	181,383,920	51,338,600,000	61,933,000,000	0001383154	0000926326	0000858877
4	AssetsNoncurrent	0	0	6,316,553	7,779,600,000	17,833,000,000	0000930803	0001375365	0000051143
5	Goodwill	0	0	17,306,525	20,364,700,000	35,584,000,000	0000728249	0000854398	0000047217
6	remainder_Assets	-4,949,000	44,085	37,087,266	12,649,900,000	107,574,000,000	0001017303	0000949158	0000320193
7	AdministrativeAndMarketingExpense	0	0	57,431,737	12,122,100,000	23,553,000,000	0000919013	0000854775	0000051143
8	ResearchAndDevelopmentExpense	0	0	15,085,957	3,382,800,000	6,302,000,000	0000108772	0001167294	0000051143
9	CostOfGoodsSold	0	0	0	743,013,000	54,209,000,000	0000047217	0000320193	0000051143
10	remainder_Expenses	-23,849,000	-27,100	7,493,493	14,330,100,000	115,232,000,000	0000867374	0000949158	0000047217
11	remainder_Revenues	-17,000	0	0	30,601,700,000	120,357,000,000	0001017303	0001357326	0000047217
12	remainder_NetIncome	-876,000,000	-29,585,052	11,097,830	5,253,280,000	69,184,000,000	0000047217	0001093207	0000320193
13	remainder_ComprehensiveNetIncome	-3,873,000,000	-792,000,000	0	4,570,600	22,300,000	0000051143	0001114925	0001043604

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	100,406	2,220,102	107,055,805	47,784,800,000	100,229,000,000	0001110361	0000873044	0000051143
1	Assets	1,136,841	2,651,258	442,028,232	109,812,500,000	176,064,000,000	0001019034	0000926326	0000320193
2	Expenses	12,033	959,211	224,958,690	33,496,200,000	132,131,000,000	0000919013	0001130258	0000047217
3	Revenues	-17,000	0	0	30,601,700,000	120,357,000,000	0001017303	0001357326	0000047217
4	StockholdersEquity	-2,865,457	-1,294,558	270,996,433	52,381,100,000	118,210,000,000	0000919013	0000854775	0000320193
5	NetIncome	-12,650,000,000	-76,461,500	-522,280	8,897,300,000	41,733,000,000	0000047217	0001177845	0000320193
6	ComprehensiveNetIncome	-14,711,000,000	-74,657,600	-522,287	7,924,100,000	41,733,000,000	0000047217	0001177845	0000320193
7	BaseVar	8,652,623	34,777,552	2,211,916,823	570,350,348,000	1,165,827,500,000	0001110361	0001130258	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-14.5	-8.72	0.349	3.64	8.11	0000919013	0001173752	0001434388
9	EconomicCapitalRatio	0.000114	0.0763	2.20	4.65	8.19	0000919013	0001173752	0001434388

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	LiabilitiesCurrent	-0.364	-0.268	-0.000389	0.272	2.96	0001044590	0001383154	0001434388
1	LiabilitiesNoncurrent	-0.400	-0.180	0.000131	0.113	1.02	0001357326	0000930803	0001434388
2	remainder_Liabilities	-0.233	-0.137	-0.000861	0.0874	0.860	0001009626	0001383154	0001434388
3	AssetsCurrent	-0.963	-0.748	-0.0161	0.342	2.09	0001044590	0000854775	0001434388
4	AssetsNoncurrent	-0.283	-0.151	-0.00354	0.0577	0.801	0001048695	0001019034	0001434388
5	Goodwill	-0.482	-0.291	-0.0149	0.196	1.84	0001167294	0000854775	0001434388
6	remainder_Assets	-1.23	-0.248	-0.00274	0.0885	1.25	0000320193	0000854775	0001434388
7	AdministrativeAndMarketingExpense	-2.58	-2.00	0.000225	1.39	5.15	0001019034	0000919013	0001434388
8	ResearchAndDevelopmentExpense	-1.68	-1.09	0.00510	0.955	2.99	0000350917	0001177845	0001434388
9	CostOfGoodsSold	-9.45	-4.15	0.209	0.942	1.14	0001434388	0001058811	0001017303
10	remainder_Expenses	-13.1	-3.94	0.183	0.776	1.04	0001044590	0001110361	0000949158
11	remainder_Revenues	-3.95	-2.53	-0.833	2.25	8.17	0000854398	0001075656	0001434388
12	remainder_NetIncome	-8.80	-4.38	0.0112	2.10	2.52	0001434388	0001075656	0000320193
13	remainder_ComprehensiveNetIncome	-0.286	-0.169	0.00161	0.0811	0.0888	0001434388	0001114925	0001075656

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.527	-0.316	-0.0105	0.333	3.47	0001044590	0000930803	0001434388
1	Assets	-1.21	-0.862	-0.0281	0.381	3.27	0001044590	0001009626	0001434388
2	Expenses	-1.47	-1.22	-0.0912	0.879	1.41	0001044590	0001110361	0001434388
3	Revenues	-3.95	-2.53	-0.833	2.25	8.17	0000854398	0001075656	0001434388
4	StockholdersEquity	-0.991	-0.377	-0.00135	0.333	0.447	0001019034	0001177845	0000854775
5	NetIncome	-1.80	-1.61	0.411	2.80	6.71	0001075656	0000350917	0001434388
6	ComprehensiveNetIncome	-1.77	-1.50	0.410	2.80	6.62	0000919013	0000350917	0001434388
7	BaseVar	0	0	0	0	0	0000047217	0001019034	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.76	-1.68	0.439	2.89	6.44	0000919013	0001173752	0001434388
9	EconomicCapitalRatio	-2.21	-2.14	-0.0181	2.44	5.98	0000919013	0001173752	0001434388

2013

Logs

error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001373761
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0000873044
warning	27 × The stock price does not exist	industry.us_generic	0000350917 0000728249 0000854398 0000919013 0000930803 0001001288 0001009626 0001075656 0001093207 0001110361 0001167294 0001173752 0001180079 0001316625 0001357326 0001361470 0001383154 0000108772 0000867374 0000873044 0000949158 0001043604 0001370880 0001434388 0000736012 0001528760 0001177845
warning	17 × Missing logo	subcommand.report	0000350917 0000728249 0000854398 0000919013 0000930803 0001001288 0001009626 0001075656 0001093207 0001110361 0001167294 0001173752 0001180079 0001316625 0001357326 0001361470 0001383154
warning	3 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001361470 0001373761 0001568693
warning	2 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001361470 0001550737
warning	2 × Similarly named company. Duplicate?	None	0001167294 0001173752
warning	2 × Ignoring company because Expenses is zero	pre-agg	0000736012 0000736012
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.759983707169437}
warning	1 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001550737
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001550737

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	LiabilitiesCurrent	0	373,128	82,076,190	40,329,200,000	45,521,000,000	0001075656	0000926326	0000047217
1	LiabilitiesNoncurrent	0	0	1,938,547	4,606,750,000	42,790,000,000	0000047217	0001370880	0000051143
2	remainder_Liabilities	0	0	503,621	2,878,200,000	20,350,000,000	0000047217	0000807863	0000051143
3	AssetsCurrent	990,364	2,370,382	236,567,086	50,413,300,000	73,286,000,000	0001383154	0000350917	0000320193
4	AssetsNoncurrent	0	0	3,731,095	5,366,500,000	17,394,000,000	0000930803	0000867374	0000051143
5	Goodwill	0	0	9,601,378	12,837,250,000	35,055,000,000	0000728249	0001262039	0000051143
6	remainder_Assets	-4,477,000	102,246	47,093,314	12,011,050,000	122,812,000,000	0001017303	0001173752	0000320193
7	AdministrativeAndMarketingExpense	0	411,300	68,764,610	10,951,850,000	23,502,000,000	0000919013	0000949158	0000051143
8	ResearchAndDevelopmentExpense	0	0	25,964,687	3,202,000,000	6,226,000,000	0000108772	0000926326	0000051143
9	CostOfGoodsSold	0	0	0	660,451,250	51,246,000,000	0000047217	0001177845	0000051143
10	remainder_Expenses	-156,975,000	-37,522,400	1,840,160	13,261,400,000	90,162,000,000	0000867374	0001017303	0000047217
11	remainder_Revenues	-86,000	0	0	25,350,800,000	112,298,000,000	0001017303	0000350917	0000047217
12	remainder_NetIncome	-621,000,000	-21,337,971	5,233,747	1,556,862,100	65,460,000,000	0000047217	0001177845	0000320193
13	remainder_ComprehensiveNetIncome	-970,000,000	-5,616,600	0	369,300,000	4,158,000,000	0000320193	0001370880	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	94,958	1,587,335	133,373,638	47,417,500,000	103,294,000,000	0001110361	0000926326	0000051143
1	Assets	1,561,988	2,689,504	450,507,127	106,703,350,000	207,000,000,000	0001383154	0000926326	0000320193
2	Expenses	10,610	907,484	147,723,393	31,165,250,000	106,564,000,000	0000919013	0000867374	0000047217
3	Revenues	-86,000	0	0	25,350,800,000	112,298,000,000	0001017303	0000350917	0000047217
4	StockholdersEquity	-8,983,175	-2,196,363	311,922,951	24,790,300,000	123,549,000,000	0000919013	0000926326	0000320193
5	NetIncome	-227,518,000	-69,498,400	-1,431,501	5,681,500,000	37,037,000,000	0001032975	0001110361	0000320193
6	ComprehensiveNetIncome	-226,170,000	-69,245,700	-1,431,501	7,581,350,000	36,067,000,000	0001032975	0001110361	0000320193
7	BaseVar	7,878,958	35,329,279	1,559,932,348	567,440,942,000	1,018,183,140,000	0001110361	0001375365	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-13.7	-10.9	0.402	3.81	6.73	0001075656	0000350917	0001434388
9	EconomicCapitalRatio	0.000333	0.00776	2.24	4.76	6.96	0001075656	0000350917	0001434388

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	LiabilitiesCurrent	-0.276	-0.139	0.0245	0.296	1.34	0001375365	0001357326	0001434388
1	LiabilitiesNoncurrent	-0.320	-0.285	0.00142	0.124	0.320	0000051143	0001114925	0001434388
2	remainder_Liabilities	-0.378	-0.216	-0.000812	0.130	0.346	0001058811	0001180079	0001434388
3	AssetsCurrent	-2.44	-0.949	-0.0170	0.298	0.459	0001434388	0000320193	0000930803
4	AssetsNoncurrent	-0.236	-0.127	-0.00398	0.0478	0.0807	0001048695	0001001288	0001058811
5	Goodwill	-0.291	-0.255	-0.0146	0.282	0.772	0000867374	0001375365	0001434388
6	remainder_Assets	-0.661	-0.268	-0.00743	0.176	0.514	0001058811	0001262039	0001434388
7	AdministrativeAndMarketingExpense	-1.85	-1.51	-0.00793	1.52	2.67	0001114925	0000919013	0001434388
8	ResearchAndDevelopmentExpense	-1.63	-0.609	0.00858	1.08	1.40	0000350917	0001361470	0001434388
9	CostOfGoodsSold	-9.30	-3.73	0.148	0.919	1.14	0001316625	0001180079	0000047217
10	remainder_Expenses	-7.90	-1.25	0.0300	1.07	3.26	0000047217	0001180079	0001058811
11	remainder_Revenues	-4.81	-2.44	-0.304	2.65	5.18	0000854398	0000930803	0001434388
12	remainder_NetIncome	-5.32	-3.54	-0.00279	2.48	2.73	0001316625	0001093207	0000867374
13	remainder_ComprehensiveNetIncome	-0.213	-0.0770	-0.000679	0.0966	0.236	0000854398	0000807863	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.354	-0.255	0.000139	0.434	1.68	0001036044	0001327567	0001434388
1	Assets	-1.91	-1.16	-0.0265	0.269	0.400	0001058811	0001009626	0001370880
2	Expenses	-1.80	-1.11	-0.121	1.27	1.89	0001316625	0000350917	0001058811
3	Revenues	-4.81	-2.44	-0.304	2.65	5.18	0000854398	0000930803	0001434388
4	StockholdersEquity	-0.941	-0.341	-0.00368	0.276	0.399	0001316625	0001173752	0000854775
5	NetIncome	-1.85	-1.68	0.517	2.88	5.10	0001075656	0000350917	0001434388
6	ComprehensiveNetIncome	-1.85	-1.68	0.513	2.86	5.10	0001075656	0000350917	0001434388
7	BaseVar	0	0	0	0	0	0000047217	0001032975	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.78	-1.78	0.458	2.98	5.17	0001075656	0000350917	0001434388
9	EconomicCapitalRatio	-2.31	-2.30	-0.0695	2.45	4.65	0001075656	0000350917	0001434388

2014

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001568693
warning	21 × The stock price does not exist	industry.us_generic	0000728249 0000919013 0001001288 0001009626 0001093207 0001110361 0001167294 0001173752 0001180079 0001316625 0001357326 0001361470 0001383154 0001528760 0000867374 0000873044 0000949158 0001043604 0001370880 0001434388 0000736012
warning	14 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001001288 0001009626 0001093207 0001110361 0001180079 0001316625 0001383154 0001177845 0000867374 0000873044 0000949158 0001434388 0001447599 0001550737
warning	14 × Missing logo	subcommand.report	0000728249 0000919013 0001001288 0001009626 0001093207 0001110361 0001167294 0001173752 0001180079 0001316625 0001357326 0001361470 0001383154 0001528760
warning	4 × Similarly named company. Duplicate?	None	0001167294 0001173752 0001580808 0001596532
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001568693 0001580808
warning	2 × Ignoring company because Expenses is zero	pre-agg	0000736012 0000736012
warning	2 × Excluding company: variable exceeds outlier threshold	pre-agg	0001550737 0001550737

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	LiabilitiesCurrent	171,740	531,214	128,225,765	40,220,250,000	63,448,000,000	0001110361	0001180079	0000320193
1	LiabilitiesNoncurrent	0	0	2,922,903	8,006,940,000	53,813,000,000	0000047217	0000949158	0000320193
2	remainder_Liabilities	0	0	4,307,228	1,439,375,000	21,953,000,000	0000047217	0001036044	0000051143
3	AssetsCurrent	344,627	1,731,397	242,775,145	49,530,450,000	68,531,000,000	0001528760	0001316625	0000320193
4	AssetsNoncurrent	0	0	5,182,375	4,467,500,000	16,712,000,000	0001058811	0001375365	0000051143
5	Goodwill	0	0	10,253,624	12,434,350,000	33,660,000,000	0000728249	0001361470	0000051143
6	remainder_Assets	-3,962,000	44,759	54,414,947	12,299,700,000	150,786,000,000	0001017303	0001316625	0000320193
7	AdministrativeAndMarketingExpense	0	370,618	79,420,017	12,197,000,000	23,180,000,000	0000919013	0000949158	0000051143
8	ResearchAndDevelopmentExpense	0	37,312	56,764,905	3,745,500,000	6,041,000,000	0000854775	0001316625	0000320193
9	CostOfGoodsSold	0	0	0	677,913,150	46,386,000,000	0000047217	0000919013	0000051143
10	remainder_Expenses	-52,626,000	-5,975,650	5,397,235	3,828,250,000	89,013,000,000	0000949158	0001036044	0000047217
11	remainder_Revenues	-82,000	0	0	17,072,875,000	111,454,000,000	0001017303	0000926326	0000047217
12	remainder_NetIncome	-3,729,000,000	-124,630,000	14,593,065	1,728,290,150	71,517,000,000	0000051143	0001017303	0000320193
13	remainder_ComprehensiveNetIncome	-6,274,000,000	-382,090,000	-9,823	6,201,550	1,553,000,000	0000051143	0000807863	0000320193

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	171,740	532,610	183,949,617	53,002,450,000	120,292,000,000	0001110361	0000949158	0000320193
1	Assets	425,757	1,990,309	457,244,047	105,354,900,000	231,839,000,000	0001528760	0001180079	0000320193
2	Expenses	12,000	1,064,297	186,985,397	38,762,100,000	105,813,000,000	0000919013	0000926326	0000047217
3	Revenues	-82,000	0	0	17,072,875,000	111,454,000,000	0001017303	0000926326	0000047217
4	StockholdersEquity	-133,819,000	-5,470,793	181,555,812	19,132,550,000	111,547,000,000	0001180079	0000854775	0000320193
5	NetIncome	-443,790,000	-242,629,200	-1,018,261	6,064,500,000	39,510,000,000	0001370880	0001114925	0000320193
6	ComprehensiveNetIncome	-444,231,000	-254,464,850	-1,018,261	3,335,850,000	41,063,000,000	0001370880	0001114925	0000320193
7	BaseVar	5,063,451	39,804,971	2,061,564,183	661,784,085,000	1,010,661,980,000	0001528760	0000926326	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-29.6	-9.80	-0.0339	1.95	2.30	0001528760	0001114925	0000320193
9	EconomicCapitalRatio	0.00000000000000000517	0.0220	1.91	3.51	3.76	0001528760	0001114925	0000320193

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	LiabilitiesCurrent	-0.364	-0.156	0.00380	0.181	0.241	0001375365	0001327567	0000949158
1	LiabilitiesNoncurrent	-0.343	-0.256	0.000284	0.0803	0.125	0001357326	0001262039	0000949158
2	remainder_Liabilities	-0.206	-0.147	-0.00193	0.152	0.206	0000867374	0001528760	0000047217
3	AssetsCurrent	-1.16	-0.817	-0.0226	0.0940	0.126	0001434388	0001058811	0001048695
4	AssetsNoncurrent	-0.145	-0.0773	-0.00134	0.0193	0.0548	0001048695	0000047217	0001262039
5	Goodwill	-0.427	-0.236	-0.00269	0.0922	0.729	0001167294	0001173752	0001370880
6	remainder_Assets	-0.532	-0.294	-0.0164	0.0381	0.179	0000320193	0000919013	0001180079
7	AdministrativeAndMarketingExpense	-1.95	-1.42	-0.00744	1.25	1.77	0001114925	0001528760	0000949158
8	ResearchAndDevelopmentExpense	-0.898	-0.780	-0.00142	0.813	0.864	0001173752	0001528760	0000854775
9	CostOfGoodsSold	-5.04	-4.09	0.257	0.972	1.11	0001316625	0001017303	0001058811
10	remainder_Expenses	-6.83	-0.681	0.193	0.624	1.65	0000047217	0000867374	0000949158
11	remainder_Revenues	-2.78	-2.47	-0.286	1.98	2.95	0001114925	0001180079	0000949158
12	remainder_NetIncome	-4.21	-3.59	0.0105	1.75	2.40	0001167294	0001093207	0001048695
13	remainder_ComprehensiveNetIncome	-0.399	-0.123	0.00423	0.0836	0.112	0000051143	0001327567	0000949158

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.527	-0.334	-0.00408	0.352	0.456	0000320193	0001043604	0000949158
1	Assets	-1.36	-0.992	-0.0883	0.177	0.638	0001019034	0000051143	0001370880
2	Expenses	-1.35	-0.802	0.00443	0.852	1.23	0001019034	0001043604	0000320193
3	Revenues	-2.78	-2.47	-0.286	1.98	2.95	0001114925	0001180079	0000949158
4	StockholdersEquity	-0.381	-0.334	-0.00743	0.422	0.636	0001167294	0001528760	0001434388
5	NetIncome	-1.71	-1.49	0.252	1.76	1.90	0000919013	0001316625	0000320193
6	ComprehensiveNetIncome	-1.71	-1.48	0.256	1.78	1.91	0000919013	0001316625	0000320193
7	BaseVar	0	0	0	0	0	0000047217	0001043604	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.59	-1.56	0.321	1.92	2.17	0001528760	0001114925	0000320193
9	EconomicCapitalRatio	-2.01	-1.99	-0.107	1.49	1.74	0001528760	0001114925	0000320193

2015

Logs

error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001294016
warning	17 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001001288 0001009626 0001093207 0001110361 0001180079 0001316625 0001383154 0001177845 0000108772 0000867374 0000873044 0000949158 0001017303 0001434388 0001447599 0001644825 0001550737
warning	8 × Missing logo	subcommand.report	0001001288 0001009626 0001093207 0001110361 0001180079 0001316625 0001383154 0001528760
warning	4 × The stock price does not exist	industry.us_generic	0001528760 0001043604 0001370880 0000736012
warning	3 × Similarly named company. Duplicate?	None	0001580808 0001078271 0001596532
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001110361 0001580808
warning	2 × Ignoring company because Expenses is zero	pre-agg	0000736012 0000736012
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001550737

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	LiabilitiesCurrent	92,680	656,668	182,770,309	13,165,385,000	80,610,000,000	0001110361	0001316625	0000320193
1	LiabilitiesNoncurrent	0	0	2,179,535	15,767,955,000	86,890,000,000	0000867374	0000949158	0000320193
2	remainder_Liabilities	0	0	1,561,839	2,323,285,000	20,275,000,000	0000873044	0001058811	0000051143
3	AssetsCurrent	661,113	7,246,654	282,185,397	16,769,460,000	89,378,000,000	0001528760	0001316625	0000320193
4	AssetsNoncurrent	0	0	7,238,785	3,006,960,000	15,200,000,000	0001058811	0001017303	0000051143
5	Goodwill	0	0	13,121,323	5,113,030,000	35,508,000,000	0001036044	0000949158	0000051143
6	remainder_Assets	-3,509,000	-21,882	74,340,643	6,736,230,000	186,536,000,000	0001017303	0000949158	0000320193
7	AdministrativeAndMarketingExpense	421,783	2,956,404	101,850,554	5,777,405,000	20,430,000,000	0001110361	0001316625	0000051143
8	ResearchAndDevelopmentExpense	0	31,882	58,090,292	2,482,875,000	8,067,000,000	0000854775	0001180079	0000320193
9	CostOfGoodsSold	0	0	0	1,376,047,750	41,057,000,000	0000320193	0000854775	0000051143
10	remainder_Expenses	-123,000	0	13,651,057	717,035,000	19,121,000,000	0001032975	0000949158	0000320193
11	remainder_Revenues	-26,000	0	0	2,450,618,700	81,741,000,000	0001017303	0000854775	0000051143
12	remainder_NetIncome	-174,000,000	-49,167,150	22,638,543	2,093,984,550	94,911,000,000	0000051143	0001017303	0000320193
13	remainder_ComprehensiveNetIncome	-1,731,000,000	-607,727,650	-461,698	622,800	1,139,000	0000051143	0001596532	0000949158

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	92,680	671,320	218,658,924	36,253,970,000	171,124,000,000	0001110361	0001078271	0000320193
1	Assets	754,066	7,343,437	443,288,414	44,275,730,000	290,479,000,000	0001528760	0001180079	0000320193
2	Expenses	992,224	4,990,878	216,644,713	16,837,410,000	68,378,000,000	0001110361	0001375365	0000051143
3	Revenues	-26,000	0	0	2,450,618,700	81,741,000,000	0001017303	0000854775	0000051143
4	StockholdersEquity	-33,865,000	1,739,862	234,353,636	8,021,760,000	119,355,000,000	0001180079	0000854775	0000320193
5	NetIncome	-539,215,000	-104,311,650	2,792,331	5,028,055,000	53,394,000,000	0001370880	0001058811	0000320193
6	ComprehensiveNetIncome	-540,999,000	-136,192,750	1,257,110	4,418,695,000	51,967,000,000	0001370880	0000854775	0000320193
7	BaseVar	6,443,815	45,166,549	2,683,691,026	284,997,307,900	818,063,800,000	0001528760	0001078271	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-17.4	-6.70	0.689	2.05	2.25	0001528760	0001177845	0001048695
9	EconomicCapitalRatio	0.00000146	0.234	2.50	3.58	3.72	0001528760	0001177845	0001048695

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	LiabilitiesCurrent	-0.666	-0.286	0.00554	0.307	0.360	0001180079	0001434388	0001447599
1	LiabilitiesNoncurrent	-0.441	-0.272	0.00137	0.104	0.138	0000320193	0001434388	0001447599
2	remainder_Liabilities	-0.269	-0.169	0.00250	0.160	0.249	0001009626	0001114925	0001447599
3	AssetsCurrent	-0.696	-0.209	0.00280	0.120	0.187	0001036044	0001009626	0001447599
4	AssetsNoncurrent	-0.0941	-0.0881	-0.000773	0.0520	0.0953	0001017303	0001001288	0001019034
5	Goodwill	-0.258	-0.195	-0.000186	0.0875	0.245	0001036044	0001528760	0001370880
6	remainder_Assets	-0.443	-0.171	-0.00382	0.0734	0.138	0000320193	0001043604	0001017303
7	AdministrativeAndMarketingExpense	-1.33	-1.07	0.000189	1.46	1.94	0001114925	0001383154	0000949158
8	ResearchAndDevelopmentExpense	-0.847	-0.449	-0.0148	0.855	1.18	0001596532	0001327567	0001447599
9	CostOfGoodsSold	-5.53	-4.26	0.352	1.12	1.44	0000949158	0001114925	0001017303
10	remainder_Expenses	-0.990	-0.294	0.0613	0.496	0.805	0000854775	0001019034	0000949158
11	remainder_Revenues	-2.56	-1.98	-0.851	2.56	3.42	0001017303	0000320193	0001447599
12	remainder_NetIncome	-6.49	-4.75	0.371	1.86	2.47	0001447599	0001262039	0001017303
13	remainder_ComprehensiveNetIncome	-1.35	-0.448	0.0342	0.143	0.208	0001434388	0001180079	0000949158

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.867	-0.416	0.00322	0.507	0.639	0001180079	0000873044	0001447599
1	Assets	-1.02	-0.583	-0.00911	0.211	0.332	0001036044	0001528760	0001370880
2	Expenses	-1.05	-0.649	0.150	0.926	1.22	0001036044	0000807863	0000320193
3	Revenues	-2.56	-1.98	-0.851	2.56	3.42	0001017303	0000320193	0001447599
4	StockholdersEquity	-0.296	-0.275	0.000351	0.324	0.431	0001447599	0001327567	0000854775
5	NetIncome	-1.84	-1.60	0.492	1.72	1.86	0001528760	0000867374	0001048695
6	ComprehensiveNetIncome	-1.83	-1.57	0.516	1.73	1.87	0001528760	0000854775	0001048695
7	BaseVar	0	0	0	0	0	0000051143	0001048695	0000051143
8	EconomicCapitalRatiobeforeLimitedLiability	-1.83	-1.59	0.678	1.75	1.89	0001528760	0001177845	0001048695
9	EconomicCapitalRatio	-2.30	-2.06	0.205	1.28	1.42	0001528760	0001177845	0001048695

2016

Logs

warning	13 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001093207 0001180079 0001644825 0001177845 0000108772 0000867374 0000873044 0000949158 0001017303 0001145057 0001447599 0001550737 0001434388
warning	4 × The stock price does not exist	industry.us_generic	0001528760 0001043604 0001370880 0000736012
warning	4 × Missing logo	subcommand.report	0001093207 0001180079 0001528760 0001644825
warning	3 × Similarly named company. Duplicate?	None	0001078271 0001580808 0001596532
warning	2 × Ignoring company because Expenses is zero	pre-agg	0000736012 0000736012
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001550737

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	LiabilitiesCurrent	120,579	815,405	168,595,353	28,414,850,000	79,006,000,000	0001644825	0000926326	0000320193
1	LiabilitiesNoncurrent	0	0	3,299,962	24,301,650,000	111,501,000,000	0000047217	0001036044	0000320193
2	remainder_Liabilities	0	0	187,915	4,620,150,000	20,671,000,000	0000047217	0000807863	0000051143
3	AssetsCurrent	34,956	2,435,108	272,438,676	32,449,000,000	106,869,000,000	0001644825	0000926326	0000320193
4	AssetsNoncurrent	0	0	11,419,135	6,865,200,000	9,021,000,000	0001177845	0001019034	0000051143
5	Goodwill	0	0	17,118,662	7,270,900,000	36,199,000,000	0000828146	0000873044	0000051143
6	remainder_Assets	-3,166,000	-73,773	48,454,340	16,734,450,000	197,440,000,000	0001017303	0001180079	0000320193
7	AdministrativeAndMarketingExpense	122,970	1,274,708	115,278,683	9,534,700,000	21,069,000,000	0001644825	0001580808	0000051143
8	ResearchAndDevelopmentExpense	0	0	59,257,913	3,707,100,000	10,045,000,000	0000108772	0001580808	0000320193
9	CostOfGoodsSold	0	0	0	22,177,609,650	41,625,000,000	0000108772	0000926326	0000051143
10	remainder_Expenses	-407,000,000	-4,732,850	3,923,054	4,836,250,000	15,685,000,000	0000051143	0001180079	0000320193
11	remainder_Revenues	0	0	0	31,390,900,000	79,919,000,000	0000320193	0001528760	0000051143
12	remainder_NetIncome	-9,000,000	-2,012,569	35,998,015	2,420,364,350	85,611,000,000	0000051143	0000047217	0000320193
13	remainder_ComprehensiveNetIncome	-243,000,000	-127,495,000	-57,890	1,646,700	209,000,000	0000108772	0000807863	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	120,579	831,817	200,376,047	62,956,500,000	193,437,000,000	0001644825	0001078271	0000320193
1	Assets	45,806	2,782,994	410,986,344	77,663,000,000	321,686,000,000	0001644825	0001180079	0000320193
2	Expenses	661,466	2,616,076	264,598,035	43,147,000,000	68,038,000,000	0001644825	0001078271	0000051143
3	Revenues	0	0	0	31,390,900,000	79,919,000,000	0000320193	0001528760	0000051143
4	StockholdersEquity	-31,536,000	-211,420	231,860,683	14,706,500,000	128,249,000,000	0001180079	0000854775	0000320193
5	NetIncome	-480,129,000	-170,494,650	1,284,932	7,652,800,000	45,687,000,000	0001370880	0000807863	0000320193
6	ComprehensiveNetIncome	-479,646,000	-170,640,700	785,618	7,670,100,000	45,687,000,000	0001370880	0000807863	0000320193
7	BaseVar	3,391,641	26,914,382	2,366,150,088	598,220,452,000	792,340,600,000	0001644825	0001078271	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-56.9	-11.4	0.360	2.16	5.08	0001644825	0000108772	0000828146
9	EconomicCapitalRatio	0.0000000000000000000000000000000000000000000000000000000000000000197	0.550	2.21	3.65	5.64	0001644825	0000108772	0000828146

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	LiabilitiesCurrent	-0.145	-0.104	0.00198	0.377	0.678	0000320193	0001114925	0000828146
1	LiabilitiesNoncurrent	-0.466	-0.271	0.00206	0.190	0.300	0000320193	0001580808	0000828146
2	remainder_Liabilities	-0.242	-0.152	0.00312	0.200	0.315	0000867374	0001114925	0000828146
3	AssetsCurrent	-1.39	-0.336	-0.00519	0.0587	0.0887	0000828146	0001434388	0001262039
4	AssetsNoncurrent	-0.150	-0.116	-0.00540	0.146	1.20	0001036044	0001327567	0001019034
5	Goodwill	-0.242	-0.0960	-0.0000105	0.226	0.369	0001036044	0001644825	0000828146
6	remainder_Assets	-0.285	-0.104	-0.00200	0.0984	0.143	0000320193	0000051143	0001017303
7	AdministrativeAndMarketingExpense	-4.27	-1.47	0.00730	1.91	2.40	0001093207	0001180079	0000047217
8	ResearchAndDevelopmentExpense	-1.09	-0.682	-0.0181	0.923	1.42	0001114925	0001262039	0001434388
9	CostOfGoodsSold	-10.0	-4.69	0.242	0.899	1.13	0000047217	0001580808	0000807863
10	remainder_Expenses	-8.62	-1.49	0.312	1.07	1.26	0000873044	0001114925	0001434388
11	remainder_Revenues	-2.37	-2.32	-0.811	2.69	2.89	0001093207	0001180079	0001434388
12	remainder_NetIncome	-7.44	-6.62	0.315	2.21	3.82	0000873044	0001327567	0000828146
13	remainder_ComprehensiveNetIncome	-1.00	-0.0614	0.00859	0.0557	0.0568	0001434388	0001370880	0000807863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.612	-0.287	0.00180	0.602	1.06	0000320193	0001327567	0000828146
1	Assets	-0.525	-0.281	-0.00714	0.244	0.774	0001036044	0001528760	0001019034
2	Expenses	-0.662	-0.463	0.119	1.34	1.58	0000873044	0000807863	0000828146
3	Revenues	-2.37	-2.32	-0.811	2.69	2.89	0001093207	0001180079	0001434388
4	StockholdersEquity	-0.523	-0.215	0.000754	0.277	0.438	0000047217	0001114925	0000854775
5	NetIncome	-1.73	-0.832	0.365	1.81	3.79	0001528760	0001262039	0000828146
6	ComprehensiveNetIncome	-1.72	-0.769	0.368	1.82	3.79	0001528760	0001262039	0000828146
7	BaseVar	0	0	0	0	0	0000047217	0001036044	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.50	-0.949	0.706	2.15	4.14	0001644825	0000108772	0000828146
9	EconomicCapitalRatio	-2.33	-1.78	-0.125	1.32	3.31	0001644825	0000108772	0000828146

2017

Logs

warning	10 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001644825 0001177845 0000108772 0000867374 0000949158 0001017303 0001145057 0001447599 0000873044 0001550737
warning	4 × The stock price does not exist	industry.us_generic	0001528760 0001043604 0001370880 0000736012
warning	2 × Missing logo	subcommand.report	0001528760 0001644825
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.053180479470336}
warning	1 × Ignoring company because Expenses is zero	pre-agg	0000736012
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001550737

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	LiabilitiesCurrent	195,715	856,110	189,066,921	32,130,150,000	100,814,000,000	0001644825	0000926326	0000320193
1	LiabilitiesNoncurrent	0	0	3,517,221	33,388,295,000	137,622,000,000	0000047217	0001177845	0000320193
2	remainder_Liabilities	0	0	4,737,255	4,825,650,000	20,466,000,000	0000047217	0000854775	0000051143
3	AssetsCurrent	18,523	2,669,142	333,165,853	40,139,050,000	128,645,000,000	0001644825	0000926326	0000320193
4	AssetsNoncurrent	0	0	12,259,554	7,290,750,000	10,162,000,000	0001177845	0001447599	0000320193
5	Goodwill	0	0	24,700,659	7,177,450,000	36,788,000,000	0000828146	0001262039	0000051143
6	remainder_Assets	-3,079,000	-115,075	51,691,502	20,263,500,000	228,497,000,000	0001017303	0000949158	0000320193
7	AdministrativeAndMarketingExpense	59,459	2,020,231	201,399,384	11,451,250,000	20,107,000,000	0001644825	0001145057	0000051143
8	ResearchAndDevelopmentExpense	0	0	64,514,684	4,178,050,000	11,581,000,000	0000108772	0000926326	0000320193
9	CostOfGoodsSold	0	0	0	27,934,316,300	42,913,000,000	0000108772	0000807863	0000051143
10	remainder_Expenses	-21,484,000	-3,032,650	43,085,752	6,505,500,000	15,738,000,000	0000926326	0001327567	0000320193
11	remainder_Revenues	0	0	0	37,441,400,000	79,139,000,000	0000320193	0001580808	0000051143
12	remainder_NetIncome	-243,000,000	-4,557,600	57,404,343	2,585,110,950	90,931,000,000	0000047217	0000854775	0000320193
13	remainder_ComprehensiveNetIncome	-4,803,000	-3,513,450	5,027	386,499,550	2,806,000,000	0001048695	0001017303	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	195,715	863,279	229,854,198	77,804,350,000	241,272,000,000	0001644825	0001145057	0000320193
1	Assets	26,072	4,378,971	539,657,954	93,000,950,000	375,319,000,000	0001644825	0000949158	0000320193
2	Expenses	514,248	2,896,581	314,200,431	46,939,550,000	73,382,000,000	0001644825	0001078271	0000051143
3	Revenues	0	0	0	37,441,400,000	79,139,000,000	0000320193	0001580808	0000051143
4	StockholdersEquity	-794,062	2,182,232	359,939,613	15,196,600,000	134,047,000,000	0001528760	0000949158	0000320193
5	NetIncome	-303,691,000	-255,984,800	-339,098	4,622,900,000	48,351,000,000	0001370880	0001114925	0000320193
6	ComprehensiveNetIncome	-304,830,000	-256,894,950	551,952	6,453,800,000	48,351,000,000	0001370880	0000828146	0000320193
7	BaseVar	2,830,904	25,565,484	3,254,272,092	667,011,504,000	877,052,360,000	0001644825	0000926326	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-31.6	-13.6	0.370	2.74	3.72	0001644825	0001114925	0000807863
9	EconomicCapitalRatio	0.0000000000000000000153	0.0763	2.21	4.05	4.70	0001644825	0001114925	0000807863

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	LiabilitiesCurrent	-0.182	-0.156	0.000000975	0.344	0.429	0000320193	0001528760	0000828146
1	LiabilitiesNoncurrent	-0.463	-0.273	-0.00000359	0.195	0.209	0000320193	0001644825	0000047217
2	remainder_Liabilities	-0.278	-0.201	0.00244	0.202	0.217	0000108772	0001043604	0000807863
3	AssetsCurrent	-0.890	-0.720	-0.0259	0.0885	0.130	0000873044	0000320193	0001145057
4	AssetsNoncurrent	-0.144	-0.0765	-0.00152	0.0490	0.891	0000873044	0000047217	0001019034
5	Goodwill	-0.376	-0.153	-0.00120	0.154	0.174	0000873044	0001528760	0000807863
6	remainder_Assets	-0.332	-0.191	-0.00376	0.0580	0.126	0000873044	0000047217	0001017303
7	AdministrativeAndMarketingExpense	-1.41	-0.993	-0.00879	1.10	2.15	0001580808	0001644825	0000047217
8	ResearchAndDevelopmentExpense	-1.13	-0.751	-0.0427	0.680	1.02	0001580808	0001017303	0000047217
9	CostOfGoodsSold	-9.82	-7.26	0.279	1.00	1.41	0001177845	0001262039	0001017303
10	remainder_Expenses	-6.80	-2.25	0.322	1.07	1.75	0000873044	0001078271	0000807863
11	remainder_Revenues	-2.76	-2.55	-0.435	2.55	3.31	0001017303	0001370880	0000807863
12	remainder_NetIncome	-8.24	-6.79	0.247	2.44	2.60	0001177845	0001327567	0000828146
13	remainder_ComprehensiveNetIncome	-0.132	-0.0791	-0.00491	0.185	0.286	0001114925	0001177845	0000108772

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.665	-0.378	0.000000975	0.611	0.694	0000320193	0001528760	0000828146
1	Assets	-1.29	-0.438	-0.0256	0.138	0.171	0000873044	0000108772	0001370880
2	Expenses	-1.16	-0.824	0.102	1.18	1.23	0000873044	0001078271	0000320193
3	Revenues	-2.76	-2.55	-0.435	2.55	3.31	0001017303	0001370880	0000807863
4	StockholdersEquity	-0.448	-0.341	-0.0000646	0.281	0.530	0000047217	0001528760	0000854775
5	NetIncome	-1.66	-1.17	0.407	2.20	2.84	0001528760	0000867374	0000807863
6	ComprehensiveNetIncome	-1.67	-1.17	0.423	2.20	2.84	0001528760	0000867374	0000807863
7	BaseVar	0	0	0	0	0	0000047217	0001019034	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.63	-1.55	0.588	2.43	3.07	0001644825	0001114925	0000807863
9	EconomicCapitalRatio	-2.24	-2.16	-0.0265	1.81	2.46	0001644825	0001114925	0000807863

2018

Logs

warning	7 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001017303 0001145057 0001447599 0001282980 0000108772 0000867374 0000949158
warning	3 × The stock price does not exist	industry.us_generic	0001528760 0001043604 0001370880
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.024547372613593}
warning	1 × Missing logo	subcommand.report	0001528760
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001770450

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	LiabilitiesCurrent	1,226,110	1,895,366	282,614,230	34,953,000,000	116,866,000,000	0001019034	0001078271	0000320193
1	LiabilitiesNoncurrent	0	0	13,945,217	39,092,400,000	141,712,000,000	0000047217	0000867374	0000320193
2	remainder_Liabilities	0	0	2,010	3,704,894,250	17,001,000,000	0000047217	0001114925	0000051143
3	AssetsCurrent	282,977	3,839,824	424,097,672	42,206,250,000	131,339,000,000	0001528760	0001078271	0000320193
4	AssetsNoncurrent	0	0	13,421,387	8,128,250,000	234,386,000,000	0001370880	0000949158	0000320193
5	Goodwill	0	0	72,510,247	5,497,750,000	36,265,000,000	0000320193	0001447599	0000051143
6	remainder_Assets	-3,418,000	-146,930	69,978,915	2,862,500,000	28,823,000,000	0001017303	0001078271	0000051143
7	AdministrativeAndMarketingExpense	0	1,234,421	247,108,902	13,743,500,000	19,366,000,000	0000108772	0001596532	0000051143
8	ResearchAndDevelopmentExpense	0	0	90,290,542	4,385,250,000	14,236,000,000	0000108772	0000949158	0000320193
9	CostOfGoodsSold	0	0	59,928,965	46,516,000,000	163,756,000,000	0000108772	0001145057	0000320193
10	remainder_Expenses	-1,972,000,000	-67,700,000	1,773,868	7,983,750,000	13,372,000,000	0000047217	0000949158	0000320193
11	remainder_Revenues	0	0	265,100,570	74,311,250,000	265,595,000,000	0001048695	0001145057	0000320193
12	remainder_NetIncome	-1,051,000,000	-31,819,000	807,690	1,773,665,250	2,005,000,000	0000047217	0001580808	0000320193
13	remainder_ComprehensiveNetIncome	-476,000,000	-20,339,000	-10,448	128,073,250	573,000,000	0000051143	0001019034	0000047217

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,226,110	1,903,504	380,852,882	86,121,750,000	258,578,000,000	0001019034	0000926326	0000320193
1	Assets	311,553	5,974,833	926,522,485	101,192,000,000	365,725,000,000	0001528760	0000926326	0000320193
2	Expenses	1,084,310	8,578,374	879,891,980	66,174,500,000	208,069,000,000	0001528760	0000867374	0000320193
3	Revenues	0	0	265,100,570	74,311,250,000	265,595,000,000	0001048695	0001145057	0000320193
4	StockholdersEquity	-1,142,453	3,229,306	530,985,045	15,070,250,000	107,147,000,000	0001528760	0001370880	0000320193
5	NetIncome	-243,123,000	-176,356,500	-141,373	7,877,750,000	59,531,000,000	0001370880	0001114925	0000320193
6	ComprehensiveNetIncome	-242,541,000	-179,649,250	-301,116	7,664,000,000	59,531,000,000	0001370880	0000854775	0000320193
7	BaseVar	5,666,670	73,002,956	8,254,119,957	695,392,525,000	2,338,501,440,000	0001528760	0001078271	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-10.7	-6.63	0.377	2.70	5.43	0001528760	0000108772	0000736012
9	EconomicCapitalRatio	0.00902	0.461	2.22	4.02	5.91	0001528760	0000108772	0000736012

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	LiabilitiesCurrent	-0.228	-0.163	0.00653	0.515	0.786	0001262039	0001528760	0001017303
1	LiabilitiesNoncurrent	-0.414	-0.301	0.000685	0.298	0.652	0000320193	0000807863	0000736012
2	remainder_Liabilities	-0.245	-0.189	0.00271	0.236	0.483	0000108772	0001078271	0000736012
3	AssetsCurrent	-0.261	-0.112	-0.0120	0.227	0.911	0001596532	0001078271	0000736012
4	AssetsNoncurrent	-0.270	-0.0745	-0.00821	0.0687	0.443	0000320193	0001327567	0000736012
5	Goodwill	-0.100	-0.0507	0.0200	0.195	0.778	0001019034	0000108772	0000736012
6	remainder_Assets	-0.0746	-0.0289	0.0000178	0.224	0.428	0001019034	0000926326	0000736012
7	AdministrativeAndMarketingExpense	-1.24	-1.16	0.258	1.62	2.13	0001145057	0001447599	0000047217
8	ResearchAndDevelopmentExpense	-0.478	-0.457	-0.0381	0.768	1.55	0001114925	0001370880	0000047217
9	CostOfGoodsSold	-6.10	-2.99	-0.690	1.11	1.90	0000047217	0001078271	0001048695
10	remainder_Expenses	-4.36	-0.636	0.219	1.27	1.58	0000108772	0001145057	0000047217
11	remainder_Revenues	-4.51	-2.65	0.564	2.61	4.34	0001048695	0001036044	0000736012
12	remainder_NetIncome	-2.32	-1.56	-0.555	1.46	3.09	0000736012	0001043604	0001048695
13	remainder_ComprehensiveNetIncome	-0.145	-0.0370	0.000634	0.126	0.157	0000867374	0001370880	0001394056

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.461	-0.356	0.00185	0.960	1.32	0001262039	0000807863	0000736012
1	Assets	-0.184	-0.104	-0.0145	0.459	1.56	0001394056	0001043604	0000736012
2	Expenses	-0.850	-0.367	0.143	1.04	1.63	0001019034	0000867374	0000736012
3	Revenues	-4.51	-2.65	0.564	2.61	4.34	0001048695	0001036044	0000736012
4	StockholdersEquity	-0.482	-0.242	-0.00400	0.153	0.415	0000736012	0001370880	0000854775
5	NetIncome	-1.78	-1.36	0.372	2.23	4.25	0001019034	0000108772	0000736012
6	ComprehensiveNetIncome	-1.78	-1.36	0.380	2.23	4.25	0001019034	0000108772	0000736012
7	BaseVar	0	0	0	0	0	0000047217	0001019034	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.85	-1.39	0.363	2.17	4.05	0001528760	0000108772	0000736012
9	EconomicCapitalRatio	-2.41	-1.96	-0.203	1.60	3.49	0001528760	0000108772	0000736012

2019

Logs

warning	5 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001017303 0001826660 0001145057 0001447599 0001282980
warning	2 × The stock price does not exist	industry.us_generic	0001043604 0001370880
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001770450 0001770450
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.175960955825099}

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	LiabilitiesCurrent	640,374	2,432,681	356,607,508	35,219,400,000	105,718,000,000	0001282980	0001078271	0000320193
1	LiabilitiesNoncurrent	0	0	48,357,498	12,125,820,000	142,310,000,000	0000047217	0001447599	0000320193
2	remainder_Liabilities	0	0	626	3,060,750,800	78,975,000,000	0000047217	0000320193	0000051143
3	AssetsCurrent	433,763	2,103,433	484,765,634	34,771,400,000	162,819,000,000	0001282980	0000926326	0000320193
4	AssetsNoncurrent	0	0	16,704,802	7,794,400,000	175,697,000,000	0001282980	0001058811	0000320193
5	Goodwill	0	0	81,598,181	5,917,400,000	58,222,000,000	0000320193	0001447599	0000051143
6	remainder_Assets	-3,438,000	-123,509	78,241,696	2,512,800,000	46,832,000,000	0001017303	0001145057	0000051143
7	AdministrativeAndMarketingExpense	82,483	2,991,364	276,097,245	15,669,600,000	20,604,000,000	0001282980	0001145057	0000051143
8	ResearchAndDevelopmentExpense	0	0	83,028,069	5,091,000,000	16,217,000,000	0000854775	0001145057	0000320193
9	CostOfGoodsSold	0	34,000	309,006,444	46,200,600,000	161,782,000,000	0001282980	0001370880	0000320193
10	remainder_Expenses	-203,000,000	-119,200	12,609,702	5,162,400,000	10,481,000,000	0000047217	0000926326	0000320193
11	remainder_Revenues	0	4,542,622	897,264,029	73,468,800,000	260,174,000,000	0001282980	0000926326	0000320193
12	remainder_NetIncome	-1,354,000,000	-23,123,800	222,106	587,080,000	1,807,000,000	0000047217	0001114925	0000320193
13	remainder_ComprehensiveNetIncome	-380,000,000	-1,657,400	19.2	32,940,000	893,000,000	0000047217	0001282980	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	640,374	2,510,774	396,386,069	110,020,200,000	248,028,000,000	0001282980	0000926326	0000320193
1	Assets	433,763	3,364,358	1,241,115,462	128,442,200,000	338,516,000,000	0001282980	0000926326	0000320193
2	Expenses	133,938	8,900,186	1,023,435,909	65,019,600,000	206,725,000,000	0001282980	0001078271	0000320193
3	Revenues	0	4,542,622	897,264,029	73,468,800,000	260,174,000,000	0001282980	0000926326	0000320193
4	StockholdersEquity	-2,285,173	813,111	487,777,567	18,422,000,000	90,488,000,000	0001019034	0001447599	0000320193
5	NetIncome	-320,711,000	-229,634,200	525,478	8,175,200,000	55,256,000,000	0001447599	0001017303	0000320193
6	ComprehensiveNetIncome	-320,457,000	-226,917,200	576,355	8,813,600,000	55,256,000,000	0001447599	0001017303	0000320193
7	BaseVar	1,108,663	64,702,082	9,169,579,676	713,726,128,000	2,289,959,560,000	0001282980	0001078271	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-18.2	-2.56	0.695	2.94	9.22	0001019034	0000051143	0000736012
9	EconomicCapitalRatio	0.000000435	1.37	2.51	4.18	9.26	0001019034	0000051143	0000736012

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	LiabilitiesCurrent	-0.0477	-0.0322	0.129	0.588	3.10	0001262039	0000320193	0000736012
1	LiabilitiesNoncurrent	-0.431	-0.217	0.0200	0.210	1.50	0000320193	0001058811	0000736012
2	remainder_Liabilities	-0.460	-0.201	0.0180	0.221	1.27	0000051143	0000926326	0000736012
3	AssetsCurrent	-0.604	-0.235	-0.00917	0.484	2.53	0001596532	0001262039	0000736012
4	AssetsNoncurrent	-0.178	-0.0890	-0.00256	0.0597	1.09	0000320193	0000047217	0000736012
5	Goodwill	-0.117	-0.0777	-0.0126	0.111	1.87	0001447599	0001770450	0000736012
6	remainder_Assets	-0.258	-0.0827	-0.00525	0.0397	0.0451	0000736012	0001262039	0001036044
7	AdministrativeAndMarketingExpense	-1.51	-0.772	0.350	2.24	2.82	0001058811	0000926326	0000736012
8	ResearchAndDevelopmentExpense	-1.08	-0.761	0.0263	0.910	0.986	0001078271	0001262039	0000854775
9	CostOfGoodsSold	-9.77	-5.13	-0.352	1.23	1.53	0001375365	0000051143	0001048695
10	remainder_Expenses	-2.79	-0.541	0.216	0.867	1.28	0001770450	0001262039	0000736012
11	remainder_Revenues	-0.379	-0.220	0.254	1.22	5.60	0001282980	0001043604	0000736012
12	remainder_NetIncome	-0.307	-0.0792	0.0142	0.124	0.430	0000047217	0001145057	0001770450
13	remainder_ComprehensiveNetIncome	-0.0985	-0.0591	-0.000277	0.0203	0.0456	0000047217	0001282980	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.393	-0.183	0.0856	0.771	4.01	0000051143	0001048695	0000736012
1	Assets	-0.399	-0.318	-0.0124	0.360	3.53	0001596532	0001770450	0000736012
2	Expenses	-1.02	-0.891	0.0177	1.07	2.78	0001394056	0001370880	0000736012
3	Revenues	-0.379	-0.220	0.254	1.22	5.60	0001282980	0001043604	0000736012
4	StockholdersEquity	-0.302	-0.248	0.00000150	0.292	0.408	0000047217	0001019034	0000854775
5	NetIncome	-1.72	-0.465	0.658	2.26	7.48	0001019034	0000051143	0000736012
6	ComprehensiveNetIncome	-1.72	-0.466	0.660	2.27	7.48	0001019034	0000051143	0000736012
7	BaseVar	0	0	0	0	0	0000047217	0001078271	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.86	-0.486	0.655	2.32	7.41	0001019034	0000051143	0000736012
9	EconomicCapitalRatio	-2.61	-1.24	-0.0948	1.57	6.66	0001019034	0000051143	0000736012

2020

Logs

warning	3 × The stock price does not exist	industry.us_generic	0001043604 0001370880 0001816613
warning	2 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001072842 0001826660
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001770450 0001770450
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001805385
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001072842

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	LiabilitiesCurrent	702,669	1,250,576	337,425,495	36,456,750,000	105,392,000,000	0001282980	0001078271	0000320193
1	LiabilitiesNoncurrent	0	0	24,111,695	27,425,750,000	153,157,000,000	0000047217	0000926326	0000320193
2	remainder_Liabilities	0	0	0	1,160,149,500	80,478,000,000	0000047217	0000320193	0000051143
3	AssetsCurrent	328,072	10,948,750	622,848,517	42,471,000,000	143,713,000,000	0001282980	0000926326	0000320193
4	AssetsNoncurrent	0	0	36,451,715	8,862,750,000	180,175,000,000	0001282980	0001596532	0000320193
5	Goodwill	0	0	76,670,352	28,131,500,000	59,617,000,000	0000320193	0001262039	0000051143
6	remainder_Assets	-3,204,000	-2,082,504	128,875,977	5,489,000,000	50,103,000,000	0001017303	0000854775	0000051143
7	AdministrativeAndMarketingExpense	87,376	2,460,041	257,534,325	17,710,500,000	23,082,000,000	0001282980	0001596532	0000051143
8	ResearchAndDevelopmentExpense	0	0	64,142,245	6,343,500,000	18,752,000,000	0000854775	0000926326	0000320193
9	CostOfGoodsSold	0	42,000	235,159,820	44,163,000,000	169,559,000,000	0001282980	0001370880	0000320193
10	remainder_Expenses	-2,845,000	-2,464,750	10,666,227	4,581,750,000	9,680,000,000	0000926326	0001262039	0000320193
11	remainder_Revenues	1,000	3,782,336	916,516,940	69,374,750,000	274,515,000,000	0001282980	0001370880	0000320193
12	remainder_NetIncome	-231,000,000	-67,469,250	341,142	284,750,000	803,000,000	0000047217	0001058811	0000320193
13	remainder_ComprehensiveNetIncome	-740,000,000	-14,476,250	0	223,275,000	314,000,000	0000051143	0000736012	0001770450

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	702,669	1,422,000	626,517,795	115,666,250,000	258,549,000,000	0001282980	0001375365	0000320193
1	Assets	328,072	12,487,000	1,403,909,540	140,691,500,000	323,888,000,000	0001282980	0000926326	0000320193
2	Expenses	168,707	7,022,237	965,986,960	64,480,250,000	217,907,000,000	0001282980	0001078271	0000320193
3	Revenues	1,000	3,782,336	916,516,940	69,374,750,000	274,515,000,000	0001282980	0001370880	0000320193
4	StockholdersEquity	-374,597	11,065,000	719,320,332	33,621,750,000	65,339,000,000	0001282980	0001262039	0000320193
5	NetIncome	-267,000,000	-187,188,500	8,671,987	9,808,000,000	57,411,000,000	0001327567	0001826660	0000320193
6	ComprehensiveNetIncome	-252,800,000	-186,174,250	9,522,636	9,827,750,000	57,453,000,000	0001327567	0000854775	0000320193
7	BaseVar	1,239,511	67,288,180	9,082,739,276	689,954,390,000	2,392,535,920,000	0001282980	0001078271	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-5.85	-3.96	0.710	2.17	3.95	0001019034	0001043604	0001826660
9	EconomicCapitalRatio	0.382	0.902	2.52	3.66	4.85	0001019034	0001043604	0001826660

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	LiabilitiesCurrent	-0.147	-0.110	0.0537	0.622	0.911	0000736012	0001580808	0001282980
1	LiabilitiesNoncurrent	-0.412	-0.325	-0.00299	0.266	0.332	0000320193	0001017303	0001826660
2	remainder_Liabilities	-0.390	-0.265	0.0224	0.182	0.208	0000051143	0001770450	0001375365
3	AssetsCurrent	-0.393	-0.253	-0.0213	0.358	0.618	0001826660	0000926326	0000736012
4	AssetsNoncurrent	-0.185	-0.0916	-0.00320	0.121	0.148	0000320193	0000926326	0001826660
5	Goodwill	-0.231	-0.0591	0.0166	0.0768	0.274	0000736012	0001262039	0001826660
6	remainder_Assets	-0.243	-0.176	-0.00558	0.0381	0.0872	0001019034	0001580808	0000051143
7	AdministrativeAndMarketingExpense	-1.10	-0.732	0.109	1.65	1.98	0001058811	0000926326	0001375365
8	ResearchAndDevelopmentExpense	-0.819	-0.568	-0.0145	0.828	0.890	0001580808	0001370880	0000047217
9	CostOfGoodsSold	-7.82	-4.96	-0.0309	0.948	1.11	0001375365	0001043604	0001058811
10	remainder_Expenses	-2.31	-0.426	0.174	0.822	0.856	0001770450	0000736012	0001375365
11	remainder_Revenues	-0.969	-0.639	0.208	1.14	1.59	0001019034	0000926326	0001826660
12	remainder_NetIncome	-0.878	-0.136	0.0964	0.283	0.409	0001019034	0000051143	0001375365
13	remainder_ComprehensiveNetIncome	-0.0533	-0.0466	-0.00783	0.0603	0.192	0000051143	0000736012	0001770450

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.343	-0.259	-0.00925	0.791	0.991	0000051143	0000926326	0001826660
1	Assets	-0.175	-0.152	-0.00400	0.196	0.350	0001596532	0001048695	0001019034
2	Expenses	-1.16	-1.03	0.0700	0.735	1.11	0001375365	0001580808	0001826660
3	Revenues	-0.969	-0.639	0.208	1.14	1.59	0001019034	0000926326	0001826660
4	StockholdersEquity	-0.463	-0.378	-0.00242	0.251	0.298	0000047217	0001370880	0001826660
5	NetIncome	-1.87	-1.12	0.674	1.73	2.78	0001019034	0001043604	0001826660
6	ComprehensiveNetIncome	-1.88	-1.14	0.683	1.72	2.75	0001019034	0001394056	0001826660
7	BaseVar	0	0	0	0	0	0000047217	0001043604	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.58	-1.06	0.561	1.70	2.89	0001019034	0001043604	0001826660
9	EconomicCapitalRatio	-2.03	-1.51	0.112	1.25	2.44	0001019034	0001043604	0001826660

2021

Logs

warning	3 × The stock price does not exist	industry.us_generic	0001043604 0001816613 0001370880
warning	3 × Similarly named company. Duplicate?	None	0001078271 0001580808 0001596532
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001072842 0001072842
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.358086916644381}
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001072842
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001805385
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001770450

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	LiabilitiesCurrent	0	902,211	282,441,052	42,849,850,000	125,481,000,000	0001770450	0001743759	0000320193
1	LiabilitiesNoncurrent	0	0	22,846,358	38,611,300,000	162,431,000,000	0000047217	0000926326	0000320193
2	remainder_Liabilities	0	0	0	7,143,850,000	65,390,000,000	0000047217	0001114925	0000051143
3	AssetsCurrent	192,363	9,657,350	597,361,358	41,116,750,000	134,836,000,000	0001282980	0001743759	0000320193
4	AssetsNoncurrent	0	0	31,712,579	11,477,700,000	216,166,000,000	0000008146	0001375365	0000320193
5	Goodwill	0	0	107,287,019	34,832,800,000	55,643,000,000	0000320193	0001596532	0000051143
6	remainder_Assets	-3,018,000	-1,152,271	84,245,945	20,468,450,000	41,394,000,000	0001017303	0001078271	0000051143
7	AdministrativeAndMarketingExpense	97,464	2,656,018	251,348,295	16,135,250,000	21,973,000,000	0001282980	0001743759	0000320193
8	ResearchAndDevelopmentExpense	0	0	57,201,754	6,515,450,000	21,914,000,000	0000854775	0001743759	0000320193
9	CostOfGoodsSold	0	0	108,532,636	57,477,000,000	212,981,000,000	0001032975	0000854775	0000320193
10	remainder_Expenses	-63,335,000	-34,973,350	16,956,935	4,674,700,000	14,527,000,000	0001816613	0001262039	0000320193
11	remainder_Revenues	2,568	6,303,650	748,066,985	73,919,350,000	365,817,000,000	0001282980	0001078271	0000320193
12	remainder_NetIncome	-79,000,000	-47,755,000	-103	1,167,267,100	2,209,000,000	0001571996	0001805385	0000047217
13	remainder_ComprehensiveNetIncome	-57,700,000	-13,875,900	0	445,250,000	983,000,000	0001043604	0000051143	0000047217

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	737,469	1,667,772	613,429,900	114,078,250,000	287,912,000,000	0001282980	0001743759	0000320193
1	Assets	192,363	11,733,300	1,174,759,139	127,278,700,000	351,002,000,000	0001282980	0001743759	0000320193
2	Expenses	172,870	9,203,890	954,571,264	69,944,850,000	271,395,000,000	0001282980	0001078271	0000320193
3	Revenues	2,568	6,303,650	748,066,985	73,919,350,000	365,817,000,000	0001282980	0001078271	0000320193
4	StockholdersEquity	-545,106	8,751,300	561,329,240	29,021,550,000	63,090,000,000	0001282980	0001743759	0000320193
5	NetIncome	-498,900,000	-234,483,550	14,950,179	8,342,600,000	94,680,000,000	0001327567	0001826660	0000320193
6	ComprehensiveNetIncome	-519,300,000	-79,683,550	15,751,963	8,929,150,000	95,249,000,000	0001327567	0001826660	0000320193
7	BaseVar	1,213,164	74,845,955	10,122,161,058	707,065,024,000	3,037,503,140,000	0001282980	0000926326	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-21.8	-3.62	0.771	3.20	5.24	0000736012	0000926326	0001826660
9	EconomicCapitalRatio	0.000000000594	1.01	2.58	4.36	5.76	0000736012	0000926326	0001826660

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	LiabilitiesCurrent	-0.126	-0.0855	0.0797	0.711	0.972	0000926326	0000828146	0001282980
1	LiabilitiesNoncurrent	-0.464	-0.265	0.00325	0.297	0.431	0000320193	0000854775	0001826660
2	remainder_Liabilities	-0.398	-0.221	0.0366	0.233	0.249	0000051143	0001058811	0001826660
3	AssetsCurrent	-0.549	-0.368	-0.0141	0.409	1.07	0001058811	0001017303	0001805385
4	AssetsNoncurrent	-0.398	-0.0429	-0.00166	0.173	0.230	0000320193	0001048695	0001826660
5	Goodwill	-0.224	-0.0959	0.00912	0.160	0.437	0001370880	0001571996	0001826660
6	remainder_Assets	-0.254	-0.160	-0.0000159	0.0802	0.117	0001019034	0000736012	0001032975
7	AdministrativeAndMarketingExpense	-1.34	-0.698	0.138	1.98	2.06	0001816613	0001770450	0001826660
8	ResearchAndDevelopmentExpense	-0.721	-0.570	0.0654	0.910	1.15	0001078271	0000828146	0000047217
9	CostOfGoodsSold	-6.60	-4.35	-0.00398	0.999	2.82	0001375365	0000736012	0001032975
10	remainder_Expenses	-6.83	-1.93	0.162	0.907	1.67	0001032975	0000051143	0001580808
11	remainder_Revenues	-2.01	-0.606	0.459	1.62	2.38	0001370880	0001262039	0001032975
12	remainder_NetIncome	-0.524	-0.424	-0.190	0.580	2.60	0001375365	0001058811	0001370880
13	remainder_ComprehensiveNetIncome	-0.114	-0.0738	-0.00500	0.136	0.204	0001036044	0000858877	0001826660

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.409	-0.310	0.00195	0.868	1.30	0001262039	0001805385	0001826660
1	Assets	-0.541	-0.275	-0.00119	0.456	0.969	0001058811	0001262039	0001805385
2	Expenses	-0.955	-0.838	0.0587	1.11	1.21	0001375365	0000854775	0001370880
3	Revenues	-2.01	-0.606	0.459	1.62	2.38	0001370880	0001262039	0001032975
4	StockholdersEquity	-0.444	-0.407	-0.00162	0.297	0.397	0000047217	0000736012	0001058811
5	NetIncome	-1.86	-1.11	0.455	2.27	2.98	0000736012	0000051143	0001826660
6	ComprehensiveNetIncome	-1.86	-1.12	0.408	2.25	3.22	0000736012	0000051143	0001826660
7	BaseVar	0	0	0	0	0	0000008146	0001048695	0000008146
8	EconomicCapitalRatiobeforeLimitedLiability	-2.00	-0.990	0.574	2.35	3.76	0000736012	0000926326	0001826660
9	EconomicCapitalRatio	-2.68	-1.67	-0.107	1.67	3.08	0000736012	0000926326	0001826660

2022

Logs

warning	3 × Similarly named company. Duplicate?	None	0001580808 0001596532 0001078271
warning	2 × The stock price does not exist	industry.us_generic	0001043604 0001816613
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001072842 0001072842
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.044565086819872}
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001072842

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	LiabilitiesCurrent	784,285	2,551,804	118,922,250	43,862,000,000	153,982,000,000	0001282980	0001580808	0000320193
1	LiabilitiesNoncurrent	0	0	37,398,178	48,264,000,000	148,101,000,000	0000047217	0001805385	0000320193
2	remainder_Liabilities	0	0	771	1,449,535,500	15,285,000,000	0000047217	0001058811	0000051143
3	AssetsCurrent	60,429	7,203,440	293,173,515	40,875,000,000	135,405,000,000	0001282980	0001805385	0000320193
4	AssetsNoncurrent	0	0	27,925,940	12,156,000,000	217,350,000,000	0000008146	0001580808	0000320193
5	Goodwill	0	0	35,581,577	34,052,000,000	55,949,000,000	0000320193	0001114925	0000051143
6	remainder_Assets	-2,863,000	-881,412	82,935,318	6,285,500,000	36,370,000,000	0001017303	0001580808	0000051143
7	AdministrativeAndMarketingExpense	92,986	2,285,546	129,084,004	16,632,000,000	25,094,000,000	0001282980	0000854775	0000320193
8	ResearchAndDevelopmentExpense	0	42,626	58,422,285	6,670,500,000	26,251,000,000	0000854775	0001580808	0000320193
9	CostOfGoodsSold	0	0	74,362,610	64,977,000,000	223,546,000,000	0000807863	0001114925	0000320193
10	remainder_Expenses	-57,714,000	-5,900,000	6,627,465	4,550,501,500	19,300,000,000	0001816613	0001114925	0000320193
11	remainder_Revenues	0	7,256,629	390,397,288	82,090,000,000	394,328,000,000	0001282980	0000854775	0000320193
12	remainder_NetIncome	-334,000,000	-189,000,000	43,753	281,345,000	2,029,000,000	0000320193	0001036044	0001571996
13	remainder_ComprehensiveNetIncome	-11,272,000,000	-737,000,000	-243,996	289,650,000	6,495,000,000	0000320193	0001078271	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	784,285	2,703,282	352,825,397	99,768,500,000	302,083,000,000	0001282980	0000854775	0000320193
1	Assets	60,429	10,309,628	854,538,845	110,622,500,000	352,755,000,000	0001282980	0000854775	0000320193
2	Expenses	178,736	9,387,000	351,408,785	78,532,000,000	294,191,000,000	0001282980	0000854775	0000320193
3	Revenues	0	7,256,629	390,397,288	82,090,000,000	394,328,000,000	0001282980	0000854775	0000320193
4	StockholdersEquity	-1,580,000,000	-142,907,500	210,050,955	30,897,000,000	50,672,000,000	0001571996	0001327567	0000320193
5	NetIncome	-267,000,000	-70,176,000	8,762,404	8,759,500,000	99,803,000,000	0001327567	0001826660	0000320193
6	ComprehensiveNetIncome	-312,700,000	-73,672,500	5,098,030	9,371,000,000	88,531,000,000	0001327567	0000008146	0000320193
7	BaseVar	1,183,832	104,149,322	3,861,050,608	801,237,520,000	3,309,951,500,000	0001282980	0000854775	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-12.3	-8.05	0.691	2.73	3.17	0000736012	0000051143	0001596532
9	EconomicCapitalRatio	0.00165	0.372	2.51	4.04	4.34	0000736012	0000051143	0001596532

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	LiabilitiesCurrent	-0.0743	-0.0328	0.117	0.520	0.740	0001262039	0001043604	0001282980
1	LiabilitiesNoncurrent	-0.340	-0.284	-0.0000278	0.265	0.290	0000051143	0001743759	0001032975
2	remainder_Liabilities	-0.293	-0.136	0.0414	0.144	0.174	0001262039	0001043604	0001032975
3	AssetsCurrent	-1.94	-0.443	-0.0324	0.204	0.709	0001058811	0001078271	0001805385
4	AssetsNoncurrent	-0.343	-0.0868	-0.000621	0.0542	0.0577	0000320193	0000807863	0000828146
5	Goodwill	-0.118	-0.0827	0.0115	0.126	0.146	0001394056	0000008146	0000926326
6	remainder_Assets	-0.109	-0.0494	-0.00503	0.0914	0.119	0001394056	0000926326	0001032975
7	AdministrativeAndMarketingExpense	-1.41	-0.473	0.0714	1.79	2.01	0001816613	0001114925	0001375365
8	ResearchAndDevelopmentExpense	-0.623	-0.531	0.0246	0.912	1.08	0001816613	0001262039	0000047217
9	CostOfGoodsSold	-6.21	-4.47	0.00163	1.20	2.94	0001375365	0000736012	0001032975
10	remainder_Expenses	-7.67	-0.543	0.122	0.673	0.824	0001032975	0001394056	0001375365
11	remainder_Revenues	-0.761	-0.616	0.413	1.38	1.96	0001282980	0001394056	0001032975
12	remainder_NetIncome	-0.305	-0.244	-0.0384	0.148	1.98	0000854775	0001058811	0000828146
13	remainder_ComprehensiveNetIncome	-0.746	-0.240	0.0173	0.226	0.495	0001826660	0001805385	0000051143

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.443	-0.233	0.00914	0.752	0.816	0001262039	0001743759	0001032975
1	Assets	-2.35	-0.285	0.00149	0.285	0.598	0001058811	0001262039	0001805385
2	Expenses	-1.42	-0.757	-0.00717	1.03	1.30	0001394056	0001571996	0001058811
3	Revenues	-0.761	-0.616	0.413	1.38	1.96	0001282980	0001394056	0001032975
4	StockholdersEquity	-0.309	-0.297	0.0101	0.381	0.466	0001282980	0000807863	0001826660
5	NetIncome	-1.84	-1.43	0.480	1.97	2.26	0001019034	0001571996	0001596532
6	ComprehensiveNetIncome	-1.84	-1.42	0.653	1.96	2.30	0001019034	0000051143	0001596532
7	BaseVar	0	0	0	0	0	0000008146	0001048695	0000008146
8	EconomicCapitalRatiobeforeLimitedLiability	-1.85	-1.48	0.653	2.19	2.48	0000736012	0000051143	0001596532
9	EconomicCapitalRatio	-2.46	-2.09	0.0417	1.58	1.87	0000736012	0000051143	0001596532

2023

Logs

warning	2 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001282980 0001072842
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.3377042695472}
warning	1 × The stock price does not exist	industry.us_generic	0001043604
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001072842

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	LiabilitiesCurrent	297,104	1,375,000	111,582,446	34,122,000,000	145,308,000,000	0001282980	0001580808	0000320193
1	LiabilitiesNoncurrent	0	0	64,951,848	61,596,000,000	145,129,000,000	0000047217	0000926326	0000320193
2	remainder_Liabilities	0	0	10.5	2,886,300,000	16,910,000,000	0000047217	0001048695	0000051143
3	AssetsCurrent	1,138,000	3,461,943	273,135,494	43,348,000,000	143,566,000,000	0000736012	0001580808	0000320193
4	AssetsNoncurrent	0	0	33,609,940	9,490,000,000	209,017,000,000	0001282980	0001058811	0000320193
5	Goodwill	0	0	123,624,504	40,353,000,000	60,178,000,000	0000320193	0000807863	0000051143
6	remainder_Assets	-2,709,000	0	121,954,368	8,661,000,000	36,389,000,000	0001017303	0001805385	0000051143
7	AdministrativeAndMarketingExpense	1,120,426	3,847,361	144,042,266	19,003,000,000	24,932,000,000	0001282980	0000854775	0000320193
8	ResearchAndDevelopmentExpense	0	84,551	55,312,772	7,551,000,000	29,915,000,000	0000854775	0001580808	0000320193
9	CostOfGoodsSold	0	0	193,447,324	42,210,000,000	214,137,000,000	0000807863	0000854775	0000320193
10	remainder_Expenses	108,000	263,000	55,494,616	3,518,000,000	16,741,000,000	0000828146	0000807863	0000320193
11	remainder_Revenues	0	5,611,000	446,253,526	61,860,000,000	383,285,000,000	0001282980	0000854775	0000320193
12	remainder_NetIncome	-565,000,000	-519,000,000	164,066	206,200,000	287,000,000	0000320193	0000828146	0000858877
13	remainder_ComprehensiveNetIncome	-2,021,000,000	-508,000,000	298,714	44,900,000	47,000,000	0000051143	0000828146	0000858877

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	302,347	2,034,000	296,528,762	112,628,000,000	290,437,000,000	0001282980	0000854775	0000320193
1	Assets	3,464,271	6,248,000	838,313,694	135,241,000,000	352,583,000,000	0001282980	0000854775	0000320193
2	Expenses	4,378,662	14,487,000	396,476,682	54,346,000,000	285,725,000,000	0001282980	0000854775	0000320193
3	Revenues	0	5,611,000	446,253,526	61,860,000,000	383,285,000,000	0001282980	0000854775	0000320193
4	StockholdersEquity	-463,400,000	-9,555,000	208,541,224	44,353,000,000	62,146,000,000	0001262039	0001580808	0000320193
5	NetIncome	-106,254,000	-20,371,000	33,987,988	12,613,000,000	96,995,000,000	0001805385	0001058811	0000320193
6	ComprehensiveNetIncome	-106,297,000	-16,716,000	35,486,298	12,660,000,000	96,652,000,000	0001805385	0001058811	0000320193
7	BaseVar	23,990,328	118,373,240	4,268,716,988	627,632,640,000	3,175,360,680,000	0001282980	0000854775	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-15.3	-11.2	0.958	3.17	3.42	0001282980	0000807863	0001596532
9	EconomicCapitalRatio	0.0000373	0.00584	2.74	4.34	4.50	0001282980	0000807863	0001596532

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	LiabilitiesCurrent	-0.237	-0.193	0.00891	0.334	0.396	0001327567	0000320193	0001017303
1	LiabilitiesNoncurrent	-0.290	-0.252	-0.00330	0.292	0.394	0000051143	0001058811	0001017303
2	remainder_Liabilities	-0.399	-0.315	0.0631	0.148	0.214	0000807863	0001805385	0001017303
3	AssetsCurrent	-1.44	-0.575	-0.0258	0.149	0.252	0001058811	0001043604	0000320193
4	AssetsNoncurrent	-0.346	-0.160	-0.00160	0.0706	0.0829	0000320193	0000807863	0001596532
5	Goodwill	-0.144	-0.0817	0.0204	0.151	0.156	0001805385	0001327567	0000320193
6	remainder_Assets	-0.0236	-0.0203	-0.000823	0.133	0.340	0001580808	0001282980	0001805385
7	AdministrativeAndMarketingExpense	-0.587	-0.565	0.0763	1.30	1.87	0001805385	0001114925	0000320193
8	ResearchAndDevelopmentExpense	-0.398	-0.287	0.00776	0.781	0.931	0001580808	0000807863	0000047217
9	CostOfGoodsSold	-5.01	-1.76	-0.226	0.966	1.00	0000047217	0000051143	0001580808
10	remainder_Expenses	-0.772	-0.297	0.241	0.895	1.20	0000807863	0001048695	0001017303
11	remainder_Revenues	-0.651	-0.628	0.431	1.51	1.58	0001282980	0000854775	0001017303
12	remainder_NetIncome	-0.378	-0.252	-0.0265	0.0706	0.0937	0000854775	0001058811	0001596532
13	remainder_ComprehensiveNetIncome	-0.430	-0.126	0.00445	0.272	0.344	0001826660	0000858877	0000807863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.538	-0.404	0.00571	0.550	0.806	0001262039	0001114925	0001017303
1	Assets	-1.59	-0.307	-0.00182	0.267	0.291	0001058811	0001282980	0000320193
2	Expenses	-0.926	-0.653	0.395	0.920	1.17	0000828146	0001580808	0001058811
3	Revenues	-0.651	-0.628	0.431	1.51	1.58	0001282980	0000854775	0001017303
4	StockholdersEquity	-0.430	-0.263	-0.00782	0.365	0.494	0000047217	0001114925	0001826660
5	NetIncome	-2.35	-1.81	0.512	2.14	2.24	0001282980	0000854775	0001596532
6	ComprehensiveNetIncome	-2.35	-1.81	0.569	2.14	2.28	0001282980	0001826660	0001596532
7	BaseVar	0	0	0	0	0	0000047217	0001043604	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.85	-1.84	0.891	2.49	2.65	0001282980	0000807863	0001596532
9	EconomicCapitalRatio	-2.59	-2.58	0.147	1.75	1.91	0001282980	0000807863	0001596532

2024

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000828146 0000828146 0001017303 0001017303
warning	2 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001282980 0001826660
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000828146 0001017303
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.023642243315131}
warning	1 × The stock price does not exist	industry.us_generic	0001043604

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	LiabilitiesCurrent	906,738	3,118,948	2,642,144,355	73,961,600,000	176,392,000,000	0001282980	0001043604	0000320193
1	LiabilitiesNoncurrent	0	99,185	994,180,883	75,073,200,000	131,638,000,000	0000047217	0001048695	0000320193
2	remainder_Liabilities	0	0	0	5,609,560,000	15,709,000,000	0000047217	0000320193	0000051143
3	AssetsCurrent	638,583	1,637,283	3,849,001,440	60,087,000,000	152,987,000,000	0001282980	0001043604	0000320193
4	AssetsNoncurrent	0	2,945,600	263,675,470	53,845,800,000	211,993,000,000	0001282980	0001596532	0000320193
5	Goodwill	0	0	351,316,149	62,540,600,000	69,879,000,000	0000320193	0001262039	0000858877
6	remainder_Assets	-1,097,630	-219,526	695,306,522	14,008,400,000	36,634,000,000	0001019034	0001048695	0000051143
7	AdministrativeAndMarketingExpense	1,437,832	5,999,684	1,101,692,749	20,969,800,000	26,097,000,000	0001282980	0001048695	0000320193
8	ResearchAndDevelopmentExpense	0	1,232,078	717,247,867	12,660,400,000	31,370,000,000	0000854775	0001262039	0000320193
9	CostOfGoodsSold	0	0	1,159,042,560	95,955,200,000	210,352,000,000	0000807863	0001262039	0000320193
10	remainder_Expenses	-1,581,000,000	-316,218,398	72,603,747	8,670,600,000	29,749,000,000	0001327567	0001043604	0000320193
11	remainder_Revenues	0	4,616,800	5,075,011,520	148,947,000,000	391,035,000,000	0001282980	0001043604	0000320193
12	remainder_NetIncome	-1,324,000,000	-696,000,000	8,009,810	314,243,600	320,418,000	0001571996	0000051143	0001596532
13	remainder_ComprehensiveNetIncome	-211,000,000	-85,960,000	268,270	3,650,400,000	4,280,000,000	0000047217	0001580808	0000320193

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,030,719	4,080,967	4,050,993,498	149,432,400,000	308,030,000,000	0001282980	0001596532	0000320193
1	Assets	662,725	7,024,993	9,763,491,840	182,736,000,000	364,980,000,000	0001282980	0001262039	0000320193
2	Expenses	5,223,962	9,778,884	4,456,324,336	126,496,800,000	297,568,000,000	0001282980	0001262039	0000320193
3	Revenues	0	4,616,800	5,075,011,520	148,947,000,000	391,035,000,000	0001282980	0001043604	0000320193
4	StockholdersEquity	-2,132,000,000	-426,694,395	1,496,416,925	47,755,600,000	56,950,000,000	0001571996	0001262039	0000320193
5	NetIncome	-7,790,000	-6,178,761	568,663,475	27,003,200,000	93,736,000,000	0000736012	0001048695	0000320193
6	ComprehensiveNetIncome	-7,790,000	-6,178,761	570,957,261	27,975,200,000	98,016,000,000	0000736012	0001048695	0000320193
7	BaseVar	25,452,273	72,453,011	49,856,899,296	1,316,372,664,000	3,289,332,520,000	0001282980	0001043604	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-58.3	-17.7	0.801	2.70	3.23	0001282980	0000047217	0001596532
9	EconomicCapitalRatio	0.00000000000000000000000000000000000000000000000000000000000000000000990	0.107	2.60	4.02	4.38	0001282980	0000047217	0001596532

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	LiabilitiesCurrent	-0.209	-0.151	-0.000287	0.143	0.182	0001327567	0000926326	0000854775
1	LiabilitiesNoncurrent	-0.285	-0.238	-0.0330	0.166	0.303	0000051143	0001048695	0000047217
2	remainder_Liabilities	-0.400	-0.328	0.0400	0.120	0.129	0000807863	0001043604	0000320193
3	AssetsCurrent	-1.08	-0.581	-0.0109	0.0384	0.125	0001596532	0001048695	0000320193
4	AssetsNoncurrent	-0.253	-0.0831	0.00000219	0.185	0.477	0000320193	0001282980	0001019034
5	Goodwill	-0.292	-0.269	0.00432	0.186	0.189	0001019034	0000854775	0000320193
6	remainder_Assets	-0.364	-0.191	-0.0116	0.0383	0.122	0001019034	0001043604	0000320193
7	AdministrativeAndMarketingExpense	-1.30	-1.18	0.185	1.34	2.03	0001019034	0000854775	0000320193
8	ResearchAndDevelopmentExpense	-0.463	-0.366	0.0830	0.853	0.900	0000736012	0001596532	0000854775
9	CostOfGoodsSold	-4.47	-3.15	-0.0176	0.814	0.824	0000047217	0000858877	0000807863
10	remainder_Expenses	-0.662	-0.377	0.167	0.790	0.966	0000807863	0001048695	0001327567
11	remainder_Revenues	-0.823	-0.508	0.325	0.981	1.49	0000736012	0001043604	0000320193
12	remainder_NetIncome	-0.340	-0.177	0.0000854	0.212	0.283	0000854775	0001282980	0001580808
13	remainder_ComprehensiveNetIncome	-0.125	-0.100	-0.0179	0.199	0.261	0000047217	0000858877	0000807863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.470	-0.398	-0.0281	0.267	0.340	0001327567	0001571996	0000047217
1	Assets	-0.563	-0.449	-0.0175	0.0833	0.237	0001019034	0001262039	0000320193
2	Expenses	-1.06	-0.945	0.556	0.950	1.05	0000736012	0001580808	0001596532
3	Revenues	-0.823	-0.508	0.325	0.981	1.49	0000736012	0001043604	0000320193
4	StockholdersEquity	-0.331	-0.290	0.0000570	0.217	0.241	0001571996	0001282980	0000854775
5	NetIncome	-1.71	-1.57	0.750	2.15	2.37	0000736012	0000854775	0001596532
6	ComprehensiveNetIncome	-1.72	-1.62	0.751	2.14	2.32	0000736012	0000854775	0001596532
7	BaseVar	0	0	0	0	0	0000047217	0001019034	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.19	-1.08	1.42	2.84	3.19	0001282980	0000047217	0001596532
9	EconomicCapitalRatio	-2.49	-2.38	0.115	1.54	1.89	0001282980	0000047217	0001596532

2025

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000828146 0000828146 0001017303 0001017303
warning	2 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001282980 0001826660
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000828146 0001017303
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.10118311591401}

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	LiabilitiesCurrent	1,785,000	2,722,243	1,618,055,270	70,347,800,000	165,631,000,000	0000736012	0001048695	0000320193
1	LiabilitiesNoncurrent	0	0	285,182,253	75,692,200,000	119,877,000,000	0000047217	0001580808	0000320193
2	remainder_Liabilities	0	0	0	5,950,840,000	15,835,000,000	0000047217	0000320193	0000051143
3	AssetsCurrent	238,774	3,432,555	2,524,111,398	59,146,600,000	147,957,000,000	0001282980	0001048695	0000320193
4	AssetsNoncurrent	0	0	465,064,917	52,715,200,000	211,284,000,000	0001282980	0001262039	0000320193
5	Goodwill	0	0	392,909,165	67,835,800,000	68,311,000,000	0000320193	0000854775	0000858877
6	remainder_Assets	0	0	398,896,064	15,477,400,000	39,511,000,000	0000320193	0000854775	0000051143
7	AdministrativeAndMarketingExpense	1,367,916	3,341,541	676,112,074	21,618,600,000	27,601,000,000	0001282980	0001596532	0000320193
8	ResearchAndDevelopmentExpense	0	0	540,256,096	14,350,000,000	34,550,000,000	0000854775	0001048695	0000320193
9	CostOfGoodsSold	0	0	682,438,995	103,645,600,000	220,960,000,000	0000807863	0000926326	0000320193
10	remainder_Expenses	39,170	72,634	141,672,896	6,297,400,000	20,719,000,000	0001282980	0001048695	0000320193
11	remainder_Revenues	0	5,676,000	3,094,010,445	159,685,800,000	416,161,000,000	0001282980	0001048695	0000320193
12	remainder_NetIncome	-1,189,000,000	-765,800,000	4,599,091	363,360,000	393,600,000	0001571996	0000807863	0001596532
13	remainder_ComprehensiveNetIncome	-445,000,000	-187,400,000	703,021	701,000,000	1,601,000,000	0000051143	0001262039	0000320193

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	3,110,000	3,128,118	2,734,453,971	152,412,800,000	285,508,000,000	0000736012	0001048695	0000320193
1	Assets	258,936	8,361,387	6,326,003,533	193,352,200,000	359,241,000,000	0001282980	0001048695	0000320193
2	Expenses	2,222,988	13,516,598	2,442,456,634	132,607,600,000	303,830,000,000	0001282980	0001048695	0000320193
3	Revenues	0	5,676,000	3,094,010,445	159,685,800,000	416,161,000,000	0001282980	0001048695	0000320193
4	StockholdersEquity	-1,387,000,000	-279,698,969	1,231,823,098	52,221,000,000	73,733,000,000	0001571996	0000926326	0000320193
5	NetIncome	-33,138,000	-13,874,800	693,086,432	30,875,600,000	112,010,000,000	0001805385	0001048695	0000320193
6	ComprehensiveNetIncome	-33,247,000	-13,896,600	695,750,291	31,247,000,000	113,611,000,000	0001805385	0001048695	0000320193
7	BaseVar	12,537,010	88,406,570	28,310,082,474	1,380,105,224,000	3,397,723,880,000	0001282980	0001048695	0000320193
8	EconomicCapitalRatiobeforeLimitedLiability	-13.6	-11.4	0.778	2.81	3.12	0001282980	0000047217	0000320193
9	EconomicCapitalRatio	0.000347	0.00622	2.58	4.10	4.30	0001282980	0000047217	0000320193

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	LiabilitiesCurrent	-0.203	-0.120	0.0316	0.261	0.380	0000807863	0000051143	0001826660
1	LiabilitiesNoncurrent	-0.332	-0.280	-0.00243	0.254	0.314	0001580808	0000320193	0000047217
2	remainder_Liabilities	-0.360	-0.125	0.0263	0.0744	0.0928	0001262039	0000854775	0000320193
3	AssetsCurrent	-1.44	-0.784	-0.00867	0.0884	0.277	0001826660	0001262039	0000320193
4	AssetsNoncurrent	-0.423	-0.102	-0.00263	0.0421	0.0538	0000320193	0001580808	0001826660
5	Goodwill	-0.0887	-0.0871	-0.00278	0.139	0.244	0001048695	0001282980	0000320193
6	remainder_Assets	-0.0623	-0.0608	0.00255	0.104	0.207	0000736012	0001826660	0000320193
7	AdministrativeAndMarketingExpense	-0.829	-0.444	0.0354	1.33	1.99	0000736012	0000854775	0000320193
8	ResearchAndDevelopmentExpense	-0.270	-0.236	0.0580	0.810	0.887	0001580808	0001805385	0000854775
9	CostOfGoodsSold	-4.29	-3.30	0.000347	0.797	0.821	0000047217	0001282980	0001048695
10	remainder_Expenses	-0.872	-0.591	0.0449	0.449	0.464	0000807863	0000858877	0000047217
11	remainder_Revenues	-0.206	-0.145	0.349	1.01	1.75	0000736012	0000858877	0000320193
12	remainder_NetIncome	-0.108	-0.0991	0.0183	0.158	0.173	0001571996	0001826660	0001596532
13	remainder_ComprehensiveNetIncome	-0.103	-0.0950	-0.0214	0.106	0.434	0000047217	0001596532	0001826660

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.311	-0.288	0.000460	0.449	0.595	0000051143	0001282980	0001826660
1	Assets	-0.675	-0.393	-0.0178	0.133	0.401	0001826660	0000858877	0000320193
2	Expenses	-0.930	-0.596	0.487	0.747	0.901	0000736012	0001580808	0001596532
3	Revenues	-0.206	-0.145	0.349	1.01	1.75	0000736012	0000858877	0000320193
4	StockholdersEquity	-0.361	-0.297	0.00189	0.290	0.513	0001571996	0001580808	0001826660
5	NetIncome	-1.85	-1.77	0.725	2.04	2.45	0000736012	0000854775	0000320193
6	ComprehensiveNetIncome	-1.94	-1.80	0.710	2.01	2.45	0000736012	0000051143	0000320193
7	BaseVar	0	0	0	0	0	0000047217	0001048695	0000047217
8	EconomicCapitalRatiobeforeLimitedLiability	-1.84	-1.84	0.740	2.26	2.46	0001282980	0000047217	0000320193
9	EconomicCapitalRatio	-2.58	-2.58	0.000788	1.52	1.72	0001282980	0000047217	0000320193

Estimates

Parameter	Value	Min	Max
PresentValueFactor	8.52	1.0	15.0
BalanceFactor	0.5	0.5	5.0
OCIFactor	1.0	0.5	1.0
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	3.29	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
0000008146	Astronova Inc	Astrono	ALOT	2021	13.2900	1.0000	13.2900	7,256,418.0	96,437,795.22	1.2343
0000008146	Astronova Inc	Astrono	ALOT	2022	12.0300	1.0000	12.0300	7,349,507.0	88,414,569.21	1.1876
0000047217	HP INC	HP INC	HPQ	2010	12.0400	2.2020	26.5100	nan	nan	nan
				2011	7.4900	2.2020	16.4900	1,984,033,497.0	32,716,712,365.53	0.3638
				2012	4.2700	2.2020	9.4000	1,948,148,051.0	18,312,591,679.40	0.2355
				2013	8.6100	2.2020	18.9600	1,908,777,048.0	36,190,412,830.08	0.4788
				2014	12.5800	2.2020	27.7000	1,834,081,993.0	50,804,071,206.10	0.6915
				2016	11.0800	1.0000	11.0800	1,705,451,042.0	18,896,397,545.36	0.7901
				2017	16.0500	1.0000	16.0500	1,670,254,371.0	26,807,582,654.55	0.9694
				2018	15.7600	1.0000	15.7600	1,553,494,507.0	24,483,073,430.32	0.8194
				2019	16.4400	1.0000	16.4400	1,453,187,484.0	23,890,402,236.96	0.8132
				2020	20.1200	1.0000	20.1200	1,289,636,312.0	25,947,482,597.44	0.8523
				2021	32.0900	1.0000	32.0900	1,082,722,559.0	34,744,566,918.31	1.0265
				2022	23.4800	1.0000	23.4800	982,145,796.0	23,060,783,290.08	0.7125
				2023	27.5400	1.0000	27.5400	988,268,771.0	27,216,921,953.34	0.8851
				2024	31.1800	1.0000	31.1800	937,797,736.0	29,240,533,408.48	0.8524
				2025	22.8000	1.0000	22.8000	917,984,523.0	20,930,047,124.40	0.5892
0000051143	International Business Machines	Interna	IBM	2009	71.2800	1.0460	74.5600	nan	nan	nan
				2010	81.3100	1.0460	85.0500	nan	nan	nan
				2011	104.3000	1.0460	109.1000	1,178,618,168.0	128,587,242,128.80	1.2094
				2012	111.3200	1.0460	116.4400	1,129,932,457.0	131,569,335,293.08	1.1991
				2013	107.4000	1.0460	112.3400	1,085,854,383.0	121,984,881,386.22	1.0630
				2014	96.6100	1.0460	101.0500	989,660,472.0	100,005,190,695.60	0.8968
				2015	85.6500	1.0460	89.5900	970,110,126.0	86,912,166,188.34	0.8415
				2016	107.6000	1.0460	112.5500	950,854,551.0	107,018,679,715.05	0.9884
				2017	102.6000	1.0460	107.3200	925,791,378.0	99,355,930,686.96	0.8529
				2018	79.4300	1.0460	83.0800	908,793,777.0	75,502,586,993.16	0.6570
				2019	98.9400	1.0460	103.4900	885,637,454.0	91,654,620,114.46	0.6469
				2020	96.2300	1.0460	100.6600	891,057,116.0	89,693,809,296.56	0.6160
				2021	111.3400	1.0000	111.3400	896,800,350.0	99,849,750,969.00	0.8151
				2022	125.6400	1.0000	125.6400	904,126,363.0	113,594,436,247.32	0.9773
				2023	152.0000	1.0000	152.0000	913,118,581.0	138,794,024,312.00	1.1199
				2024	216.2200	1.0000	216.2200	924,645,152.0	199,926,774,765.44	1.6191
				2025	301.3400	1.0000	301.3400	934,735,206.0	281,673,106,976.04	2.0786
0000108772	Xerox CORP	Xerox C	nan	2009	nan	nan	nan	nan	nan	nan
				2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	1,387,053,365.0	nan	nan
				2012	nan	nan	nan	1,331,884,794.0	nan	nan
				2013	nan	nan	nan	1,231,114,281.0	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0000320193	Apple Inc	Apple I	AAPL	2009	6.1600	28.0000	172.4800	nan	nan	nan
				2010	9.7100	28.0000	271.8800	nan	nan	nan
				2011	12.0000	28.0000	336.0000	929,409,000.0	312,281,424,000.00	4.0014
				2012	15.7100	28.0000	439.8800	940,692,000.0	413,791,596,960.00	3.5383
				2013	17.2800	28.0000	483.8400	899,738,000.0	435,329,233,920.00	2.9971
				2014	24.9200	4.0000	99.6800	5,864,840,000.0	584,607,251,200.00	3.3209
				2015	24.1800	4.0000	96.7200	5,575,331,000.0	539,246,014,320.00	2.3360
				2016	26.8700	4.0000	107.4800	5,332,313,000.0	573,117,001,240.00	2.2251
				2017	40.7500	4.0000	163.0000	5,134,312,000.0	836,892,856,000.00	2.7145
				2018	37.2900	4.0000	149.1600	4,745,398,000.0	707,823,565,680.00	2.2673
				2019	68.4900	4.0000	273.9600	4,443,265,000.0	1,217,276,879,400.00	4.1508
				2020	128.3000	1.0000	128.3000	17,001,802,000.0	2,181,331,196,600.00	7.4905
				2021	173.1300	1.0000	173.1300	16,406,397,000.0	2,840,439,512,610.00	8.8913
				2022	129.9600	1.0000	129.9600	15,908,118,000.0	2,067,419,015,280.00	6.3143
				2023	192.1400	1.0000	192.1400	15,552,752,000.0	2,988,305,769,280.00	9.2948
				2024	252.6100	1.0000	252.6100	15,115,823,000.0	3,818,408,048,030.00	11.3470
				2025	272.4700	1.0000	272.4700	14,776,353,000.0	4,026,112,901,910.00	12.4887
0000350917	Emulex CORP DE	Emulex	nan	2011	nan	nan	nan	85,486,128.0	nan	nan
				2012	nan	nan	nan	89,289,620.0	nan	nan
				2013	nan	nan	nan	91,723,976.0	nan	nan
0000728249	Interphase CORP	Interph	nan	2011	nan	nan	nan	6,895,085.0	nan	nan
				2012	nan	nan	nan	6,914,960.0	nan	nan
				2013	nan	nan	nan	7,011,146.0	nan	nan
				2014	nan	nan	nan	8,377,106.0	nan	nan
0000736012	Intrusion INC	Intrusi	INTZ	2018	75.9000	0.0500	3.8000	13,120,336.0	49,857,276.80	13.6024
				2019	108.0000	0.0500	5.4000	13,539,736.0	73,114,574.40	16.6586
				2020	355.7000	0.0500	17.7800	17,394,279.0	309,270,280.62	28.0927
				2021	75.1000	0.0500	3.7600	18,793,046.0	70,661,852.96	9.7021
				2022	56.3000	0.0500	2.8200	21,146,216.0	59,632,329.12	5.2297
				2023	5.0000	0.0500	0.2500	34,401,395.0	8,600,348.75	0.7800
				2024	0.4400	1.0000	0.4400	8,056,021.0	3,544,649.24	0.4228
				2025	1.2400	1.0000	1.2400	20,102,939.0	24,927,644.36	3.6938
0000807863	Mitek Systems INC	Mitek S	MITK	2011	7.3300	1.0000	7.3300	24,530,209.0	179,806,431.97	16.6004
				2012	3.0900	1.0000	3.0900	26,041,283.0	80,467,564.47	8.1047
				2013	5.6700	1.0000	5.6700	30,430,191.0	172,539,182.97	8.6393
				2014	3.4500	1.0000	3.4500	30,654,705.0	105,758,732.25	5.5199
				2015	4.1100	1.0000	4.1100	31,856,784.0	130,931,382.24	5.5645
				2016	6.2800	1.0000	6.2800	33,081,039.0	207,748,924.92	7.2474
				2017	8.9000	1.0000	8.9000	34,774,537.0	309,493,379.30	7.5459
				2018	10.3200	1.0000	10.3200	38,555,903.0	397,896,918.96	5.0080
				2022	10.0300	1.0000	10.0300	44,680,429.0	448,144,702.87	1.6281
				2023	12.9100	1.0000	12.9100	45,589,575.0	588,561,413.25	1.9431
				2024	11.2800	1.0000	11.2800	44,917,357.0	506,667,786.96	1.6531
				2025	10.5100	1.0000	10.5100	45,742,350.0	480,752,098.50	1.4189
0000828146	Interlink Electronics Inc	Interli	LINK	2016	3.3800	2.2500	7.6000	7,328,055.0	55,693,218.00	9.8293
				2017	2.3500	2.2500	5.2900	7,336,488.0	38,810,021.52	6.1815
				2020	3.6700	2.2500	8.2600	6,600,550.0	54,520,543.00	9.7206
				2021	4.4300	2.2500	9.9700	6,602,498.0	65,826,905.06	8.8616
				2022	3.9400	2.2500	8.8600	6,604,298.0	58,514,080.28	7.2669
				2023	5.6000	2.2500	12.6000	6,573,570.0	82,826,982.00	9.6896
0000854398	XRS Corp	XRS Cor	nan	2011	nan	nan	nan	10,681,573.0	nan	nan
				2012	nan	nan	nan	10,808,335.0	nan	nan
				2013	nan	nan	nan	10,926,142.0	nan	nan
0000854775	DIGI International INC	DIGI In	DGII	2011	11.5100	1.0000	11.5100	25,641,647.0	295,135,356.97	1.9222
				2012	9.4500	1.0000	9.4500	26,363,784.0	249,137,758.80	1.5803
				2013	12.1500	1.0000	12.1500	25,746,358.0	312,818,249.70	1.9213
				2014	9.0300	1.0000	9.0300	24,102,171.0	217,642,604.13	1.3799
				2015	11.7000	1.0000	11.7000	25,299,260.0	296,001,342.00	1.8180
				2016	13.9200	1.0000	13.9200	26,321,953.0	366,401,585.76	1.9690
				2017	9.7500	1.0000	9.7500	26,664,418.0	259,978,075.50	1.4006
				2018	10.0400	1.0000	10.0400	27,468,302.0	275,781,752.08	1.3388
				2019	17.9400	1.0000	17.9400	28,314,196.0	507,956,676.24	2.2662
				2020	18.9500	1.0000	18.9500	29,241,998.0	554,135,862.10	1.6159
				2021	24.7200	1.0000	24.7200	34,405,201.0	850,496,568.72	2.2190
				2022	37.1300	1.0000	37.1300	35,556,333.0	1,320,206,644.29	2.1889
				2023	25.8600	1.0000	25.8600	36,105,668.0	933,692,574.48	1.6517
				2024	30.7500	1.0000	30.7500	36,582,896.0	1,124,924,052.00	2.1445
				2025	44.0900	1.0000	44.0900	37,232,593.0	1,641,585,025.37	2.7151
0000858877	Cisco Systems INC	Cisco S	CSCO	2010	12.8200	1.0000	12.8200	nan	nan	nan
				2011	11.8100	1.0000	11.8100	5,375,863,983.0	63,488,953,639.23	1.0003
				2012	13.3300	1.0000	13.3300	5,309,248,366.0	70,772,280,718.78	1.0703
				2020	38.1800	1.0000	38.1800	4,225,514,401.0	161,330,139,830.18	2.1255
				2021	55.2000	1.0000	55.2000	4,217,606,555.0	232,811,881,836.00	3.0292
				2022	43.0400	1.0000	43.0400	4,108,103,063.0	176,812,755,831.52	2.3856
				2023	46.9000	1.0000	46.9000	4,063,475,676.0	190,577,009,204.40	2.3918
				2024	56.9800	1.0000	56.9800	3,982,758,260.0	226,937,565,654.80	2.2319
				2025	77.0700	1.0000	77.0700	3,951,094,563.0	304,510,857,970.41	3.0800
0000867374	Electronics FOR Imaging INC	Electro	nan	2011	nan	nan	nan	76,421,734.0	nan	nan
				2012	nan	nan	nan	45,959,220.0	nan	nan
				2013	nan	nan	nan	47,041,375.0	nan	nan
				2014	nan	nan	nan	47,011,619.0	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
0000873044	Radisys CORP	Radisys	nan	2011	nan	nan	nan	27,736,000.0	nan	nan
				2012	nan	nan	nan	28,044,968.0	nan	nan
				2014	nan	nan	nan	36,480,263.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0000919013	WAVE Systems CORP	WAVE Sy	nan	2011	nan	nan	nan	88,411,638.0	nan	nan
				2012	nan	nan	nan	90,962,357.0	nan	nan
				2013	nan	nan	nan	33,330,615.0	nan	nan
				2014	nan	nan	nan	45,895,118.0	nan	nan
0000926326	Omnicell INC	Omnicel	OMCL	2011	16.8900	1.0000	16.8900	33,218,378.0	561,058,404.42	2.5429
				2012	15.5200	1.0000	15.5200	33,179,043.0	514,938,747.36	1.7877
				2013	25.4500	1.0000	25.4500	35,614,670.0	906,393,351.50	2.8497
				2014	33.0900	1.0000	33.0900	35,604,480.0	1,178,152,243.20	3.2268
				2015	29.2100	1.0000	29.2100	35,427,994.0	1,034,851,704.74	2.7409
				2016	34.0300	1.0000	34.0300	36,518,362.0	1,242,719,858.86	1.7274
				2017	49.9300	1.0000	49.9300	37,932,401.0	1,893,964,781.93	2.6240
				2018	60.5300	1.0000	60.5300	39,626,231.0	2,398,575,762.43	3.2353
				2019	82.0800	1.0000	82.0800	41,938,099.0	3,442,279,165.92	4.2072
				2020	117.6700	1.0000	117.6700	42,307,178.0	4,978,285,635.26	3.7129
				2021	178.1100	1.0000	178.1100	43,942,668.0	7,826,628,597.48	4.9877
				2022	48.4000	1.0000	48.4000	44,649,842.0	2,161,052,352.80	1.3132
				2023	38.3900	1.0000	38.3900	45,469,376.0	1,745,569,344.64	1.0695
				2024	44.4400	1.0000	44.4400	46,316,825.0	2,058,319,703.00	1.3730
				2025	45.8500	1.0000	45.8500	44,876,522.0	2,057,588,533.70	1.5144
0000930803	Hauppauge Digital INC	Hauppau	nan	2011	nan	nan	nan	10,122,344.0	nan	nan
				2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	10,122,344.0	nan	nan
0000949158	CRAY INC	CRAY IN	nan	2011	nan	nan	nan	36,275,693.0	nan	nan
				2012	nan	nan	nan	36,778,889.0	nan	nan
				2013	nan	nan	nan	40,392,487.0	nan	nan
				2014	nan	nan	nan	40,728,165.0	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
0001001288	Lexmark International INC KY	Lexmark	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	75,200,440.0	nan	nan
				2012	nan	nan	nan	63,168,248.0	nan	nan
				2013	nan	nan	nan	62,099,191.0	nan	nan
				2014	nan	nan	nan	61,795,391.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001009626	Brocade Communications Systems INC	Brocade	nan	2009	nan	nan	nan	nan	nan	nan
				2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	490,636,405.0	nan	nan
				2012	nan	nan	nan	456,174,616.0	nan	nan
				2013	nan	nan	nan	443,956,034.0	nan	nan
				2014	nan	nan	nan	430,939,700.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001017303	Transact Technologies Inc	Transac	TACT	2011	5.7300	1.0000	5.7300	9,464,088.0	54,229,224.24	2.1617
				2012	5.6100	1.0000	5.6100	8,786,559.0	49,292,595.99	1.7274
				2013	10.0600	1.0000	10.0600	8,244,580.0	82,940,474.80	3.4332
				2014	4.5100	1.0000	4.5100	8,329,255.0	37,564,940.05	1.6492
				2015	7.3800	1.0000	7.3800	7,754,792.0	57,230,364.96	2.9037
				2016	6.0100	1.0000	6.0100	nan	nan	nan
				2017	12.3400	1.0000	12.3400	nan	nan	nan
				2018	8.5500	1.0000	8.5500	7,391,028.0	63,193,289.40	2.9836
				2019	10.8200	1.0000	10.8200	nan	nan	nan
				2020	7.3800	1.0000	7.3800	8,928,885.0	65,895,171.30	2.4306
				2021	10.4600	1.0000	10.4600	9,835,379.0	102,878,064.34	3.2716
				2022	6.1900	1.0000	6.1900	9,911,533.0	61,352,389.27	1.7579
				2023	7.0000	1.0000	7.0000	9,958,118.0	69,706,826.00	2.0210
0001019034	BIO KEY International INC	BIO KEY	BKYI	2011	241.9200	0.0010	0.2400	78,155,413.0	18,757,299.12	11.8005
				2012	311.0400	0.0010	0.3100	78,155,413.0	24,228,178.03	13.9243
				2013	552.9600	0.0010	0.5500	115,842,315.0	63,713,273.25	29.4384
				2014	380.1600	0.0010	0.3800	130,368,984.0	49,540,213.92	29.3622
				2015	293.7600	0.0010	0.2900	66,098,482.0	19,168,559.78	1.7121
				2016	380.1600	0.0070	2.6600	66,425,305.0	176,691,311.30	18.4845
				2017	257.0400	0.0070	1.8000	7,691,324.0	13,844,383.20	1.5039
				2018	162.7200	0.0070	1.1400	13,977,868.0	15,934,769.52	2.4649
				2019	75.6000	0.0070	0.5300	14,408,546.0	7,636,529.38	2.0952
				2020	62.4600	0.0560	3.5000	62,412,558.0	218,443,953.00	17.6721
				2021	40.5900	0.0560	2.2700	7,833,789.0	17,782,701.03	1.7876
				2022	11.4300	0.0560	0.6400	8,465,211.0	5,417,735.04	0.6233
				2024	0.9800	1.0000	0.9800	3,127,049.0	3,064,508.02	0.4554
0001032975	Logitech International S A	Logitec	LOGI	2013	10.4200	1.0000	10.4200	160,592,874.0	1,673,377,747.08	1.6384
				2014	11.1900	1.0000	11.1900	163,259,279.0	1,826,871,332.01	1.7407
				2015	12.7400	1.0000	12.7400	162,381,177.0	2,068,736,194.98	1.9746
				2021	78.5300	1.0000	78.5300	167,474,200.0	13,151,748,926.00	4.3674
				2022	58.5300	1.0000	58.5300	161,657,246.0	9,461,798,608.38	3.3363
0001036044	Identiv Inc	Identiv	INVE	2011	21.1500	0.1000	2.1100	57,613,590.0	121,564,674.90	1.2776
				2012	14.1500	0.1000	1.4200	60,169,453.0	85,440,623.26	1.0628
				2013	5.7000	0.1000	0.5700	74,128,747.0	42,253,385.79	0.9109
				2014	14.0900	1.0000	14.0900	10,642,635.0	149,954,727.15	2.3864
				2015	2.1100	1.0000	2.1100	10,754,038.0	22,691,020.18	0.4860
				2016	4.0000	1.0000	4.0000	11,086,151.0	44,344,604.00	1.1493
				2017	3.4100	1.0000	3.4100	14,245,138.0	48,575,920.58	1.2318
				2018	3.7700	1.0000	3.7700	15,453,916.0	58,261,263.32	1.1796
				2019	5.5800	1.0000	5.5800	16,892,285.0	94,258,950.30	1.6658
				2020	7.2300	1.0000	7.2300	18,020,175.0	130,285,865.25	2.1156
				2021	26.0300	1.0000	26.0300	22,206,839.0	578,044,019.17	9.7284
				2022	7.0000	1.0000	7.0000	22,513,129.0	157,591,903.00	2.4220
0001043604	Juniper Networks INC	Juniper	nan	2009	nan	nan	nan	nan	nan	nan
				2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	526,008,000.0	nan	nan
				2012	nan	nan	nan	515,574,955.0	nan	nan
				2013	nan	nan	nan	505,004,236.0	nan	nan
				2014	nan	nan	nan	432,568,783.0	nan	nan
				2015	nan	nan	nan	385,852,233.0	nan	nan
				2016	nan	nan	nan	380,323,150.0	nan	nan
				2017	nan	nan	nan	374,928,303.0	nan	nan
				2018	nan	nan	nan	345,154,400.0	nan	nan
				2019	nan	nan	nan	334,707,050.0	nan	nan
				2020	nan	nan	nan	329,736,374.0	nan	nan
				2021	nan	nan	nan	325,181,113.0	nan	nan
				2022	nan	nan	nan	324,555,523.0	nan	nan
				2023	nan	nan	nan	318,868,479.0	nan	nan
				2024	nan	nan	nan	331,089,057.0	nan	nan
0001044590	Intermec Inc	Interme	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	59,717,088.0	nan	nan
				2012	nan	nan	nan	59,828,028.0	nan	nan
0001048695	F5 INC.	F5 INC.	FFIV	2010	135.2500	1.0000	135.2500	nan	nan	nan
				2011	105.9300	1.0000	105.9300	79,484,124.0	8,419,753,255.32	8.2881
				2012	97.1400	1.0000	97.1400	79,050,364.0	7,678,952,358.96	6.1604
				2013	89.2500	1.0000	89.2500	77,608,639.0	6,926,571,030.75	4.7403
				2014	132.9000	1.0000	132.9000	73,783,302.0	9,805,800,835.80	6.5362
				2015	97.5000	1.0000	97.5000	70,378,436.0	6,861,897,510.00	4.1486
				2016	145.0300	1.0000	145.0300	65,316,007.0	9,472,780,495.21	5.5279
				2017	131.6300	1.0000	131.6300	62,593,522.0	8,239,185,300.86	4.4152
				2018	160.5800	1.0000	160.5800	60,627,214.0	9,735,518,024.12	4.9600
				2019	139.2300	1.0000	139.2300	60,793,880.0	8,464,331,912.40	3.3729
				2020	175.6200	1.0000	175.6200	61,603,102.0	10,818,736,773.24	3.0375
				2021	239.0800	1.0000	239.0800	61,229,388.0	14,638,722,083.04	3.8350
				2022	141.9200	1.0000	141.9200	60,368,610.0	8,567,513,131.20	2.1197
				2023	178.9900	1.0000	178.9900	59,707,211.0	10,686,993,696.89	2.7771
				2024	253.4400	1.0000	253.4400	58,614,865.0	14,855,351,385.60	3.6696
				2025	259.4000	1.0000	259.4000	58,089,614.0	15,068,445,871.60	3.3312
0001058811	Immersion CORP	Immersi	IMMR	2011	4.5400	1.0000	4.5400	28,863,334.0	131,039,536.36	2.6819
				2012	5.8800	1.0000	5.8800	27,273,391.0	160,367,539.08	3.8988
				2013	9.6000	1.0000	9.6000	28,598,664.0	274,547,174.40	3.9071
				2014	8.2000	1.0000	8.2000	27,678,578.0	226,964,339.60	3.8306
				2015	10.6600	1.0000	10.6600	28,284,981.0	301,517,897.46	4.8531
				2019	6.6900	1.0000	6.6900	31,795,744.0	212,713,527.36	2.5630
				2020	8.1600	1.0000	8.1600	26,937,105.0	219,806,776.80	3.4270
				2021	5.2500	1.0000	5.2500	33,025,762.0	173,385,250.50	1.6525
				2022	6.5900	1.0000	6.5900	32,308,895.0	212,915,618.05	1.9123
				2023	6.5100	1.0000	6.5100	31,839,986.0	207,278,308.86	1.6681
0001075656	iGo Inc.	iGo Inc	nan	2011	nan	nan	nan	33,686,449.0	nan	nan
				2012	nan	nan	nan	33,877,610.0	nan	nan
				2013	nan	nan	nan	2,944,707.0	nan	nan
0001078271	Extreme Networks INC	Extreme	EXTR	2015	4.0900	1.0000	4.0900	101,365,928.0	414,586,645.52	1.2486
				2016	5.0300	1.0000	5.0300	107,054,250.0	538,482,877.50	1.8380
				2017	12.5200	1.0000	12.5200	113,420,099.0	1,420,019,639.48	4.2206
				2018	5.7100	1.0000	5.7100	118,337,479.0	675,707,005.09	1.1969
				2019	7.4100	1.0000	7.4100	121,566,817.0	900,810,113.97	1.6199
				2020	7.0000	1.0000	7.0000	123,013,137.0	861,091,959.00	1.2508
				2021	15.3500	1.0000	15.3500	129,879,238.0	1,993,646,303.30	2.7202
				2022	18.4700	1.0000	18.4700	131,345,266.0	2,425,947,063.02	3.0930
0001093207	Crossroads Systems INC	Crossro	nan	2011	nan	nan	nan	10,921,656.0	nan	nan
				2012	nan	nan	nan	11,011,675.0	nan	nan
				2013	nan	nan	nan	11,942,906.0	nan	nan
				2014	nan	nan	nan	15,428,731.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001110361	Eroomsystem Technologies INC	Eroomsy	nan	2011	nan	nan	nan	23,982,865.0	nan	nan
				2012	nan	nan	nan	23,982,865.0	nan	nan
				2013	nan	nan	nan	24,107,865.0	nan	nan
				2014	nan	nan	nan	24,167,865.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001114925	Lantronix INC	Lantron	LTRX	2012	1.8300	1.0000	1.8300	14,576,639.0	26,675,249.37	1.2305
				2013	1.6100	1.0000	1.6100	14,579,764.0	23,473,420.04	1.2112
				2014	1.9000	1.0000	1.9000	14,787,158.0	28,095,600.20	1.3675
				2015	1.1900	1.0000	1.1900	15,104,710.0	17,974,604.90	0.9125
				2016	1.8100	1.0000	1.8100	17,253,799.0	31,229,376.19	1.7427
				2017	1.9500	1.0000	1.9500	17,973,595.0	35,048,510.25	1.7712
				2018	2.7700	1.0000	2.7700	21,997,843.0	60,934,025.11	2.7812
				2019	3.5100	1.0000	3.5100	23,063,077.0	80,951,400.27	2.6745
				2020	4.5200	1.0000	4.5200	28,590,989.0	129,231,270.28	2.8896
				2021	7.5800	1.0000	7.5800	29,744,040.0	225,459,823.20	4.5501
				2022	4.1600	1.0000	4.1600	36,239,864,000.0	150,757,834,240.00	1547.4087
				2023	5.8700	1.0000	5.8700	37,265,332.0	218,747,498.84	1.9385
0001130258	ACME Packet INC	ACME Pa	nan	2011	nan	nan	nan	67,124,891.0	nan	nan
0001130258	ACME Packet INC	ACME Pa	nan	2012	nan	nan	nan	67,994,010.0	nan	nan
0001145057	Forescout Technologies INC	Foresco	nan	2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001167294	MERU Networks INC	MERU Ne	nan	2011	nan	nan	nan	17,568,367.0	nan	nan
				2012	nan	nan	nan	17,718,384.0	nan	nan
				2013	nan	nan	nan	22,653,000.0	nan	nan
				2014	nan	nan	nan	23,799,835.0	nan	nan
0001173752	Aruba Networks INC	Aruba N	nan	2011	nan	nan	nan	107,178,330.0	nan	nan
				2012	nan	nan	nan	113,461,962.0	nan	nan
				2013	nan	nan	nan	109,138,262.0	nan	nan
				2014	nan	nan	nan	109,765,215.0	nan	nan
0001177845	Xplore Technologies CORP	Xplore	nan	2012	nan	nan	nan	235,475,389.0	nan	nan
				2013	nan	nan	nan	8,397,731.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0001180079	Itron Networked Solutions Inc	Itron N	nan	2013	nan	nan	nan	47,129,761.0	nan	nan
				2014	nan	nan	nan	48,775,523.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001262039	Fortinet Inc	Fortine	FTNT	2011	4.2700	5.0000	21.3500	154,027,282.0	3,288,482,470.70	5.9191
				2012	4.2300	5.0000	21.1500	159,938,847.0	3,382,706,614.05	4.6936
				2013	3.7800	5.0000	18.9000	163,460,178.0	3,089,397,364.20	3.5265
				2014	6.1600	5.0000	30.8000	164,855,943.0	5,077,563,044.40	4.6698
				2015	6.3200	5.0000	31.6000	172,264,048.0	5,443,543,916.80	3.8530
				2016	5.9600	5.0000	29.8000	173,039,498.0	5,156,577,040.40	2.9941
				2017	8.8100	5.0000	44.0500	173,900,211.0	7,660,304,294.55	3.9006
				2018	13.9900	5.0000	69.9500	170,370,205.0	11,917,395,839.75	4.6316
				2019	21.5200	5.0000	107.6000	171,033,736.0	18,403,229,993.60	5.7080
				2020	29.6500	5.0000	148.2500	162,332,075.0	24,065,730,118.75	6.6555
				2021	70.8400	5.0000	354.2000	163,499,790.0	57,911,625,618.00	10.4917
				2022	49.1800	1.0000	49.1800	781,236,011.0	38,421,187,020.98	6.0327
				2023	58.5200	1.0000	58.5200	767,909,603.0	44,938,069,967.56	5.9993
				2024	96.2500	1.0000	96.2500	766,452,698.0	73,771,072,182.50	8.1821
				2025	80.4900	1.0000	80.4900	743,648,102.0	59,856,235,729.98	6.1259
0001282980	Dror Ortho Design Inc	Dror Or	DROR	2019	0.0100	1.0000	0.0100	nan	nan	nan
				2020	0.0400	1.0000	0.0400	202,308,728.0	8,092,349.12	16.6834
				2021	0.1000	1.0000	0.1000	202,308,728.0	20,230,872.80	42.9277
				2022	0.0100	1.0000	0.0100	202,308,728.0	2,023,087.28	5.7480
				2023	0.0200	1.0000	0.0200	495,454,546.0	9,909,090.92	4.4986
				2024	0.0100	1.0000	0.0100	nan	nan	nan
				2025	0.0100	1.0000	0.0100	nan	nan	nan
0001316625	Silicon Graphics International Corp	Silicon	nan	2012	nan	nan	nan	32,326,156.0	nan	nan
				2013	nan	nan	nan	34,258,372.0	nan	nan
				2014	nan	nan	nan	34,590,456.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001327567	Palo Alto Networks Inc	Palo Al	PANW	2013	9.4600	6.0000	56.7600	72,491,140.0	4,114,597,106.40	10.3951
				2014	20.6500	6.0000	123.9000	80,545,942.0	9,979,642,213.80	10.9268
				2015	30.0000	6.0000	180.0000	85,908,948.0	15,463,610,640.00	10.3189
				2016	21.0400	6.0000	126.2400	91,686,431.0	11,574,495,049.44	6.4147
				2017	24.4700	6.0000	146.8200	91,888,958.0	13,491,136,813.56	5.8154
				2018	29.8700	6.0000	179.2200	94,880,870.0	17,004,549,521.40	4.2711
				2019	38.5500	6.0000	231.3000	97,957,435.0	22,657,554,715.50	5.2412
				2020	59.3500	6.0000	356.1000	95,211,700.0	33,904,886,370.00	5.7677
				2021	93.1800	6.0000	559.0800	98,666,401.0	55,162,411,471.08	7.1835
				2022	71.1000	2.0000	142.2000	302,356,927.0	42,995,155,019.40	3.5394
				2023	150.0600	2.0000	300.1200	315,300,000.0	94,627,836,000.00	6.9440
				2024	188.3600	1.0000	188.3600	328,100,000.0	61,800,916,000.00	3.5505
				2025	186.8700	1.0000	186.8700	697,000,000.0	130,248,390,000.00	6.6235
0001357326	Riverbed Technology Inc	Riverbe	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	155,019,028.0	nan	nan
				2012	nan	nan	nan	157,520,482.0	nan	nan
				2013	nan	nan	nan	161,917,509.0	nan	nan
				2014	nan	nan	nan	155,110,068.0	nan	nan
0001361470	Mavenir Systems INC	Mavenir	nan	2013	nan	nan	nan	nan	nan	nan
0001361470	Mavenir Systems INC	Mavenir	nan	2014	nan	nan	nan	28,855,211.0	nan	nan
0001370880	Mandiant Inc	Mandian	nan	2013	nan	nan	nan	120,822,637.0	nan	nan
				2014	nan	nan	nan	150,419,888.0	nan	nan
				2015	nan	nan	nan	160,563,939.0	nan	nan
				2016	nan	nan	nan	171,098,281.0	nan	nan
				2017	nan	nan	nan	184,587,980.0	nan	nan
				2018	nan	nan	nan	197,014,986.0	nan	nan
				2019	nan	nan	nan	216,742,819.0	nan	nan
				2020	nan	nan	nan	227,741,472.0	nan	nan
				2021	nan	nan	nan	239,987,486.0	nan	nan
0001375365	Super Micro Computer Inc	Super M	SMCI	2012	1.0000	10.0000	10.0000	41,792,466.0	417,924,660.00	0.9977
				2013	1.7100	10.0000	17.1000	42,761,172.0	731,216,041.20	1.6403
				2014	3.5200	10.0000	35.2000	45,976,613.0	1,618,376,777.60	2.8779
				2015	2.4300	10.0000	24.3000	47,589,491.0	1,156,424,631.30	1.4806
				2019	2.4000	10.0000	24.0000	50,085,282.0	1,202,046,768.00	0.9897
				2020	3.0500	10.0000	30.5000	51,782,128.0	1,579,354,904.00	1.1389
				2021	4.3300	10.0000	43.3000	51,075,818.0	2,211,582,919.40	1.3068
				2022	8.2000	10.0000	82.0000	52,922,886.0	4,339,676,652.00	1.7424
0001383154	Copsync Inc	Copsync	nan	2011	nan	nan	nan	136,356,488.0	nan	nan
				2012	nan	nan	nan	148,401,688.0	nan	nan
				2013	nan	nan	nan	175,014,501.0	nan	nan
				2014	nan	nan	nan	201,552,444.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001394056	ONE STOP Systems INC	ONE STO	OSS	2018	2.1000	1.0000	2.1000	14,184,167.0	29,786,750.70	1.3081
				2019	1.8800	1.0000	1.8800	16,101,460.0	30,270,744.80	1.1920
				2020	3.3900	1.0000	3.3900	16,620,908.0	56,344,878.12	2.3011
				2021	4.6900	1.0000	4.6900	18,666,022.0	87,543,643.18	2.8629
				2022	2.9200	1.0000	2.9200	20,032,449.0	58,494,751.08	1.7073
0001434388	Wonhe High Tech International Inc	Wonhe H	nan	2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	38,380,130.0	nan	nan
				2014	nan	nan	nan	38,380,130.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001447599	Fitbit INC	Fitbit	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
0001528760	Exeo Entertainment Inc	Exeo En	nan	2014	nan	nan	nan	23,948,100.0	nan	nan
				2015	nan	nan	nan	24,140,600.0	nan	nan
				2016	nan	nan	nan	24,255,231.0	nan	nan
				2017	nan	nan	nan	25,274,287.0	nan	nan
				2018	nan	nan	nan	26,697,109.0	nan	nan
0001571996	Dell Technologies Inc	Dell Te	DELL	2021	51.1400	1.0000	51.1400	378,553,250.0	19,359,213,205.00	0.1621
				2022	36.5900	1.0000	36.5900	378,480,523.0	13,848,602,336.57	0.1481
				2024	113.9700	1.0000	113.9700	276,762,341.0	31,542,604,003.77	0.3792
				2025	126.9800	1.0000	126.9800	333,917,807.0	42,400,883,132.86	0.5271
0001580808	A10 Networks Inc	A10 Net	ATEN	2014	3.9700	1.0000	3.9700	60,715,534.0	241,040,669.98	1.7360
				2015	6.2200	1.0000	6.2200	63,335,758.0	393,948,414.76	2.5829
				2016	8.0800	1.0000	8.0800	67,205,810.0	543,022,944.80	3.0459
				2017	7.2700	1.0000	7.2700	70,751,450.0	514,363,041.50	2.9270
				2018	5.6400	1.0000	5.6400	73,798,417.0	416,223,071.88	2.2610
				2019	6.4900	1.0000	6.4900	76,555,094.0	496,842,560.06	2.2622
				2020	9.2700	1.0000	9.2700	76,708,465.0	711,087,470.55	3.0538
				2021	15.3700	1.0000	15.3700	77,549,882.0	1,191,941,686.34	4.1299
				2022	16.1400	1.0000	16.1400	73,447,815.0	1,185,447,734.10	4.2542
				2023	12.8500	1.0000	12.8500	74,138,224.0	952,676,178.40	3.3328
				2024	18.2200	1.0000	18.2200	73,798,899.0	1,344,615,939.78	4.2431
				2025	17.9700	1.0000	17.9700	71,726,487.0	1,288,924,971.39	2.4598
0001596532	Arista Networks Inc	Arista	ANET	2014	4.0700	16.0000	65.1200	64,425,460.0	4,195,385,955.20	7.8690
				2015	4.6800	16.0000	74.8800	67,756,358.0	5,073,596,087.04	6.6251
				2016	6.0700	16.0000	97.1200	70,209,251.0	6,818,722,457.12	5.8009
				2017	14.7400	16.0000	235.8400	73,100,644.0	17,240,055,880.96	10.5760
				2018	12.7200	16.0000	203.5200	75,427,300.0	15,350,964,096.00	7.6332
				2019	12.7600	16.0000	204.1600	76,399,052.0	15,597,630,456.32	5.6949
				2020	18.0200	16.0000	288.3200	75,661,464.0	21,814,713,300.48	7.0845
				2021	35.6200	4.0000	142.4800	76,820,895.0	10,945,441,119.60	2.9230
				2022	30.3900	4.0000	121.5600	305,572,616.0	37,145,407,200.96	8.5737
				2023	59.2100	4.0000	236.8400	311,100,142.0	73,680,957,631.28	11.6264
				2024	112.8800	1.0000	112.8800	314,939,883.0	35,550,413,993.04	3.9297
				2025	131.0700	1.0000	131.0700	1,259,285,070.0	165,054,494,124.90	12.4449
0001644825	Digital Donations Technologies Inc	Digital	nan	2016	nan	nan	nan	nan	nan	nan
0001644825	Digital Donations Technologies Inc	Digital	nan	2017	nan	nan	nan	nan	nan	nan
0001743759	Corsair Gaming Inc	Corsair	CRSR	2021	21.6300	1.0000	21.6300	94,343,994.0	2,040,660,590.22	1.9374
0001743759	Corsair Gaming Inc	Corsair	CRSR	2022	13.8600	1.0000	13.8600	95,988,656.0	1,330,402,772.16	1.3727
0001770450	Xerox Holdings Corp	Xerox H	XRX	2019	25.4000	1.0000	25.4000	216,188,261.0	5,491,181,829.40	0.4522
				2020	16.3800	1.0000	16.3800	198,384,932.0	3,249,545,186.16	0.2745
				2021	16.8900	1.0000	16.8900	178,512,056.0	3,015,068,625.84	0.2769
0001805385	Evolv Technologies Holdings Inc	Evolv T	EVLV	2021	4.6600	1.0000	4.6600	142,435,281.0	663,748,409.46	3.0529
				2022	2.5600	1.0000	2.5600	144,623,576.0	370,236,354.56	1.5780
				2023	4.8700	1.0000	4.8700	151,134,622.0	736,025,609.14	3.2598
				2025	7.0100	1.0000	7.0100	174,617,589.0	1,224,069,298.89	4.9988
0001816613	Markforged Holding Corp	Markfor	nan	2021	nan	nan	nan	185,851,079.0	nan	nan
0001816613	Markforged Holding Corp	Markfor	nan	2022	nan	nan	nan	194,136,883.0	nan	nan
0001826660	Wetouch Technology Inc	Wetouch	WETH	2020	nan	1.0000	nan	nan	nan	nan
				2021	nan	1.0000	nan	31,811,523.0	nan	nan
				2022	nan	1.0000	nan	33,345,541.0	nan	nan
				2023	nan	1.0000	nan	9,732,948.0	nan	nan
				2025	1.4600	1.0000	1.4600	nan	nan	nan

QA: us_computers 2009-2025

Table of Contents

Ranks across the years

PDF reports

2009

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2010

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2011

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2012

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2013

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2014

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2015

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2016

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2017

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2018

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2019

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2020

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2021

Logs

Diagrams

Calculation Linkbase Overview