QA: us_semiconductors 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
0001481028	Sunhydrogen INC	Sunhydr	NaN	NaN	99	104	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	81	9	NaN	3	1	NaN	NaN	0.00	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.33	369.93	NaN	383.22	385.00	NaN	NaN	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-72	NaN	NaN	-2
0000810136	Photronics INC	Photron	NaN	NaN	67	60	58	46	35	18	15	21	16	16	24	19	7	7	2	NaN	NaN	262.06	265.78	255.43	274.58	277.73	333.72	337.39	319.48	318.65	320.20	301.17	311.70	339.77	355.38	367.87	NaN	NaN	-7	-2	-12	-11	-17	-3	6	-5	0	8	-5	-12	0	-5
0000002488	Advanced Micro Devices INC	Advance	NaN	28	70	78	67	71	65	51	45	41	33	19	29	6	3	5	3	NaN	261.81	254.95	218.31	238.13	226.68	197.69	216.14	227.35	228.04	239.96	311.41	277.56	377.30	372.83	368.96	359.73	NaN	42	8	-11	4	-6	-14	-6	-4	-8	-14	10	-23	-3	2	-2
0001111928	IPG Photonics CORP	IPG Pho	NaN	NaN	35	24	12	16	9	8	7	10	4	5	NaN	NaN	NaN	8	4	NaN	NaN	338.81	349.24	372.64	354.46	363.47	369.78	366.37	357.69	363.84	363.48	NaN	NaN	NaN	349.03	358.45	NaN	NaN	-11	-12	4	-7	-1	-1	3	-6	1	NaN	NaN	NaN	NaN	-4
0001451809	Sitime Corp	Sitime	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	45	22	1	2	24	20	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	200.36	302.73	395.73	401.08	272.51	289.83	355.30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-23	-21	1	22	-4	-15
0001828805	Aeluma Inc	Aeluma	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	57	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	104.32	354.05	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-51
0001280452	Monolithic Power Systems INC	Monolit	NaN	NaN	21	NaN	NaN	NaN	NaN	NaN	NaN	18	15	14	11	11	5	2	7	NaN	NaN	364.55	NaN	NaN	NaN	NaN	NaN	NaN	328.75	328.48	328.67	321.63	340.90	356.39	425.83	353.61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-1	-3	0	-6	-3	5
0001045810	Nvidia CORP	Nvidia	7	24	48	28	25	15	47	45	38	30	20	27	38	33	41	18	8	291.77	296.70	310.97	340.31	346.58	355.49	244.46	245.32	244.45	281.93	302.86	285.62	242.21	253.96	223.29	298.69	351.28	17	24	-20	-3	-10	32	-2	-7	-8	-10	7	11	-5	8	-23	-10
0001039399	Formfactor INC	Formfac	NaN	NaN	34	33	38	27	20	44	32	20	21	20	13	18	11	14	9	NaN	NaN	340.49	325.12	316.15	320.76	339.45	245.45	277.09	325.72	296.63	306.57	318.10	315.31	329.71	329.82	339.73	NaN	NaN	-1	5	-11	-7	24	-12	-12	1	-1	-7	5	-7	3	-5
0000050863	Intel CORP	Intel C	2	9	28	22	19	19	16	19	13	4	9	7	8	13	8	16	10	351.29	363.89	350.92	353.43	355.04	338.89	349.35	331.82	352.54	372.39	349.75	348.95	344.71	326.63	338.30	303.99	335.43	7	19	-6	-3	0	-3	3	-6	-9	5	-2	1	5	-5	8	-6
0001821769	Navitas Semiconductor Corp	Navitas	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	75	4	25	15	11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	89.12	397.57	263.10	326.14	320.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-71	21	-10	-4
0001438423	Everspin Technologies INC	Everspi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	55	69	58	58	54	30	28	12	NaN	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	207.00	99.47	182.03	172.13	189.74	274.32	277.15	327.34	NaN	314.52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	-11	0	-4	-24	-2	-16	NaN	NaN
0001051627	AXT INC	AXT INC	NaN	NaN	7	16	20	11	10	7	6	12	11	8	10	22	23	NaN	13	NaN	NaN	395.18	368.76	352.82	359.76	362.88	373.11	370.03	349.51	338.47	343.27	338.58	302.21	278.28	NaN	289.41	NaN	NaN	9	4	-9	-1	-3	-1	6	-1	-3	2	12	1	NaN	NaN
0001274494	First Solar INC	First S	4	17	74	76	61	39	29	29	30	31	29	21	12	31	27	28	14	330.44	323.21	240.51	221.23	253.64	292.81	298.19	282.65	279.18	280.00	255.50	304.29	318.77	265.96	254.28	261.26	284.88	13	57	2	-15	-22	-10	0	1	1	-2	-8	-9	19	-4	1	-14
0000004127	Skyworks Solutions INC	Skywork	NaN	12	26	9	6	12	6	2	2	6	5	9	33	36	21	17	15	NaN	343.10	353.57	375.33	385.36	359.08	367.23	422.38	394.43	362.80	362.72	338.73	254.12	250.92	287.31	300.89	282.80	NaN	14	-17	-3	6	-6	-4	0	4	-1	4	24	3	-15	-4	-2
0000056978	Kulicke Soffa Industries INC	Kulicke	NaN	NaN	65	32	30	21	18	23	24	27	25	29	27	16	16	23	16	NaN	NaN	264.06	329.76	334.04	336.24	344.53	325.37	311.51	287.09	270.40	278.91	284.81	318.54	306.04	283.96	281.43	NaN	NaN	-33	-2	-9	-3	5	1	3	-2	4	-2	-11	0	7	-7
0000006281	Analog Devices INC	Analog	NaN	22	56	47	47	47	31	38	54	45	38	36	28	27	22	24	17	NaN	300.14	292.10	294.75	294.68	272.96	283.69	258.03	202.30	220.58	221.93	224.83	278.51	281.16	284.45	280.57	272.26	NaN	34	-9	0	0	-16	7	16	-9	-7	-2	-8	-1	-5	2	-7
0001124796	Nlight INC	Nlight	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	13	25	23	25	18	25	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	354.58	336.09	288.10	301.59	295.99	304.28	278.85	264.16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	12	-2	2	-7	7	-7
0001652535	Ichor Holdings LTD	Ichor H	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	61	52	57	41	55	48	38	27	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	185.60	191.81	179.08	216.34	207.80	221.34	227.86	263.32	260.43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-9	5	-16	14	-7	-10	-11	-8
0000723125	Micron Technology INC	Micron	NaN	NaN	71	77	80	72	55	60	42	14	19	28	26	23	29	34	20	NaN	NaN	254.88	220.92	215.72	220.55	228.33	195.41	231.21	335.90	303.21	281.43	295.83	301.81	250.85	248.93	259.77	NaN	NaN	6	3	-8	-17	5	-18	-28	5	9	-2	-3	6	5	-14
0001831651	Shoals Technologies Group Inc	Shoals	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	74	44	28	26	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	89.13	226.92	251.23	269.30	255.96	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-30	-16	-2	-5
0000771266	Kopin CORP	Kopin C	NaN	NaN	23	27	11	26	NaN	NaN	NaN	NaN	NaN	35	47	56	45	NaN	22	NaN	NaN	357.12	341.55	373.10	323.78	NaN	NaN	NaN	NaN	NaN	235.90	219.74	175.66	193.56	NaN	251.80	NaN	NaN	4	-16	15	NaN	NaN	NaN	NaN	NaN	NaN	12	9	-11	NaN	NaN
0001835632	Marvell Technology Inc	Marvell	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	25	30	26	29	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	296.92	266.84	262.18	259.76	247.82	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	-4	3	-6
0000006951	Applied Materials INC DE	Applied	NaN	26	69	71	74	66	61	53	50	54	46	45	49	51	35	35	24	NaN	270.41	256.67	231.41	230.53	238.43	211.27	213.00	215.03	191.52	199.19	210.93	217.48	214.28	232.64	237.35	238.92	NaN	43	2	3	-8	-5	-8	-3	4	-8	-1	4	2	-16	0	-11
0001493594	Macom Technology Solutions Holdings Inc	Macom T	NaN	NaN	NaN	53	42	83	63	64	59	56	64	61	62	40	32	33	25	NaN	NaN	NaN	282.16	309.62	162.30	206.44	178.03	188.37	183.59	119.54	144.07	186.22	238.52	240.65	249.50	238.83	NaN	NaN	NaN	-11	41	-20	1	-5	-3	8	-3	1	-22	-8	1	-8
0001158114	Applied Optoelectronics INC	Applied	NaN	NaN	NaN	NaN	78	64	52	30	25	34	42	42	52	57	43	53	26	NaN	NaN	NaN	NaN	221.55	241.84	236.40	277.81	302.06	264.26	214.48	216.16	210.22	174.80	204.62	152.37	237.31	NaN	NaN	NaN	NaN	-14	-12	-22	-5	9	8	0	10	5	-14	10	-27
0001097864	ON Semiconductor CORP	ON Semi	NaN	37	89	NaN	NaN	NaN	67	70	60	53	56	55	54	47	31	32	27	NaN	206.65	176.30	NaN	NaN	NaN	189.35	152.06	186.82	191.73	180.32	184.40	207.92	223.14	244.52	250.62	237.02	NaN	52	NaN	NaN	NaN	NaN	3	-10	-7	3	-1	-1	-7	-16	1	-5
0001047127	Amkor Technology INC	Amkor T	NaN	39	92	96	90	84	71	65	63	55	53	48	51	45	34	36	28	NaN	148.67	148.66	139.57	154.71	161.29	159.20	169.93	178.75	185.13	187.43	202.23	211.39	225.46	233.80	237.23	222.78	NaN	53	4	-6	-6	-13	-6	-2	-8	-2	-5	3	-6	-11	2	-8
0001420520	Atomera Inc	Atomera	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	31	32	31	10	36	50	44	31	29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	327.45	278.73	273.77	241.25	333.92	248.69	215.49	196.11	253.80	219.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	1	-1	-21	26	14	-6	-13	-2
0001730168	Broadcom Inc	Broadco	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	58	65	58	47	48	30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	163.22	171.14	172.27	179.87	184.71	209.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	-7	-11	1	-18
0000097476	Texas Instruments INC	Texas I	5	15	80	74	70	63	44	37	36	39	36	38	37	39	37	42	31	328.00	329.60	222.65	225.07	234.67	242.82	253.83	265.98	248.34	239.67	227.73	222.72	244.38	242.53	228.10	209.95	209.34	10	65	-6	-4	-7	-19	-7	-1	3	-3	2	-1	2	-2	5	-11
0001288469	Maxlinear INC	Maxline	NaN	NaN	53	62	59	44	27	9	57	47	37	56	57	41	33	43	32	NaN	NaN	298.98	263.99	254.86	280.89	307.03	369.60	195.81	211.75	225.34	167.20	199.04	233.55	235.67	203.83	207.40	NaN	NaN	9	-3	-15	-17	-18	48	-10	-10	19	1	-16	-8	10	-11
0000890394	Peraso Inc	Peraso	NaN	NaN	4	36	18	40	34	73	68	67	54	64	14	71	57	60	33	NaN	NaN	425.76	319.04	356.32	292.31	278.44	96.92	115.61	136.57	183.23	125.17	316.14	95.72	75.64	83.46	202.56	NaN	NaN	32	-18	22	-6	39	-5	-1	-13	10	-50	57	-14	3	-27
0001040161	Pixelworks INC	Pixelwo	NaN	NaN	NaN	85	86	82	62	58	48	36	27	34	40	35	39	45	34	NaN	NaN	NaN	186.14	186.52	167.76	209.41	202.51	221.20	252.34	262.58	235.93	234.57	251.02	227.84	194.19	186.92	NaN	NaN	NaN	1	-4	-20	-4	-10	-12	-9	7	6	-5	4	6	-11
0001413447	NXP Semiconductors N V	NXP Sem	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	47	35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	185.88	185.33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-12
0001275014	Ultra Clean Holdings Inc	Ultra C	NaN	NaN	64	NaN	73	59	56	46	46	49	51	46	58	52	NaN	44	36	NaN	NaN	264.13	NaN	231.46	246.98	228.02	224.71	225.16	198.94	189.30	210.84	194.24	200.11	NaN	201.77	183.41	NaN	NaN	NaN	NaN	-14	-3	-10	0	3	2	-5	12	-6	NaN	NaN	-8
0001507957	Ideal Power Inc	Ideal P	NaN	NaN	NaN	NaN	49	55	39	66	41	66	NaN	NaN	6	14	42	22	37	NaN	NaN	NaN	NaN	292.63	257.58	267.28	166.21	234.55	139.70	NaN	NaN	356.43	320.21	218.19	285.45	179.43	NaN	NaN	NaN	NaN	6	-16	27	-25	25	NaN	NaN	NaN	8	28	-20	15
0001616533	Penguin Solutions Inc	Penguin	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67	64	55	57	68	61	52	52	38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	126.61	162.66	182.89	164.13	143.96	146.72	111.87	158.88	175.34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-9	2	11	-7	-9	0	-14
0000882508	Quicklogic Corp	Quicklo	NaN	NaN	30	49	54	35	NaN	57	64	63	63	NaN	69	64	49	46	39	NaN	NaN	345.57	292.32	287.51	296.57	NaN	203.98	178.08	163.92	139.69	NaN	143.57	139.40	168.23	192.40	174.68	NaN	NaN	19	5	-19	NaN	NaN	7	-1	0	NaN	NaN	-5	-15	-3	-7
0001398805	Beam Global	Beam Gl	NaN	NaN	98	103	103	93	76	77	73	72	32	13	22	55	40	37	40	NaN	NaN	29.98	4.99	2.69	51.37	43.71	38.08	69.53	42.92	241.11	331.40	302.25	186.26	223.94	232.94	168.92	NaN	NaN	5	0	-10	-17	1	-4	-1	-40	-19	9	33	-15	-3	3
0001819974	Skywater Technology Inc	Skywate	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	76	68	51	55	41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	89.00	122.76	124.30	133.46	163.48	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	-17	4	-14
0001463101	Enphase Energy Inc	Enphase	NaN	NaN	NaN	90	91	87	73	75	72	68	47	53	70	60	50	54	42	NaN	NaN	NaN	166.76	146.54	153.42	132.58	86.37	86.64	91.16	194.17	190.02	141.50	160.07	165.79	149.15	163.11	NaN	NaN	NaN	1	-4	-14	2	-3	-4	-21	6	17	-10	-10	4	-12
0001832487	Guerrilla RF Inc	Guerril	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	74	58	56	43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	304.95	85.70	60.99	117.81	88.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	53	-16	-2	-13
0001667011	Arteris Inc	Arteris	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	64	63	55	59	44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	171.78	140.40	89.11	87.11	83.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	-8	4	-15
0000768251	Altera CORP	Altera	9	30	58	52	72	67	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	206.88	258.05	285.36	285.21	233.51	234.04	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	28	-6	20	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000827054	Microchip Technology INC	Microch	1	3	14	5	9	NaN	NaN	NaN	NaN	24	10	3	9	5	10	9	NaN	407.34	397.07	378.69	397.06	378.39	NaN	NaN	NaN	NaN	291.41	349.73	374.60	339.98	387.75	332.28	347.70	NaN	2	11	-9	4	NaN	NaN	NaN	NaN	NaN	-14	-7	6	-4	5	-1	NaN
0000945436	Sunedison INC	Sunedis	8	38	95	97	98	90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	237.92	204.50	93.54	118.08	91.18	106.94	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	57	2	1	-8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001054374	Broadcom CORP	Broadco	6	10	19	26	21	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	298.37	349.37	367.86	344.51	352.51	356.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	9	7	-5	-7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001058057	Marvell Technology Group LTD	Marvell	3	NaN	17	19	NaN	NaN	NaN	32	14	5	24	17	NaN	NaN	NaN	NaN	NaN	350.00	NaN	369.66	362.70	NaN	NaN	NaN	271.63	344.94	369.84	274.50	317.23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	NaN	NaN	-18	-9	19	-7	NaN	NaN	NaN	NaN	NaN
0000088941	Semtech CORP	Semtech	NaN	13	24	6	22	23	11	13	11	7	6	4	3	7	9	38	NaN	NaN	339.15	356.07	390.92	349.09	327.46	359.58	358.32	359.76	360.17	361.12	373.94	373.16	375.39	336.02	226.81	NaN	NaN	11	-18	16	1	-12	2	-2	-4	-1	-2	-1	4	2	29	NaN
0000093384	Standard Microsystems CORP	Standar	NaN	20	50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	311.43	303.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000310568	Microsemi CORP	Microse	NaN	5	18	11	5	4	5	5	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	389.33	368.29	375.25	389.85	381.64	382.76	382.75	380.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13	-7	-6	-1	1	0	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000316793	International Rectifier CORP DE	Interna	NaN	18	41	37	37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	321.93	328.54	318.63	316.52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23	-4	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000703360	LSI CORP	LSI COR	NaN	34	82	79	64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	217.09	210.54	207.77	247.01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	48	-3	-15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000703361	Renesas Electronics America Inc	Renesas	NaN	19	39	21	27	7	12	40	35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	314.74	331.03	354.76	339.01	371.56	357.33	253.93	258.13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	-18	6	-20	5	28	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000743316	Maxim Integrated Products INC	Maxim I	NaN	29	NaN	NaN	NaN	NaN	58	54	51	50	39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	260.11	NaN	NaN	NaN	NaN	219.98	208.30	210.45	196.69	221.66	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	-3	-1	-11	NaN	NaN	NaN	NaN	NaN	NaN
0000743988	Xilinx INC	Xilinx	NaN	7	6	4	3	25	22	22	17	15	2	18	NaN	NaN	NaN	NaN	NaN	NaN	375.60	398.87	401.22	395.07	327.05	327.89	326.15	331.50	331.15	399.63	315.50	NaN	NaN	NaN	NaN	NaN	NaN	-1	-2	-1	22	-3	0	-5	-2	-13	16	NaN	NaN	NaN	NaN	NaN
0000767920	PMC Sierra INC	PMC Sie	NaN	21	37	58	45	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	300.52	333.74	268.52	297.43	336.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16	21	-13	-25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000791915	Cypress Semiconductor CORP DE	Cypress	NaN	32	NaN	NaN	94	88	NaN	43	53	40	35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	243.95	NaN	NaN	135.74	152.09	NaN	246.88	205.92	232.96	229.54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-6	NaN	NaN	10	-13	-5	NaN	NaN	NaN	NaN	NaN	NaN
0000817720	Synaptics Inc	Synapti	NaN	23	42	34	33	51	59	49	43	51	48	47	60	53	NaN	41	NaN	NaN	298.58	325.71	324.37	320.33	265.60	216.32	220.01	230.61	193.39	194.14	206.10	190.91	197.64	NaN	213.11	NaN	NaN	19	-8	-1	18	8	-10	-6	8	-3	-1	13	-7	NaN	NaN	NaN
0000833640	Power Integrations INC	Power I	NaN	14	31	35	13	9	8	11	10	3	1	2	2	3	2	4	NaN	NaN	333.28	343.82	324.28	364.85	366.68	364.50	365.30	360.83	381.85	406.24	376.45	391.26	397.77	389.70	374.35	NaN	NaN	17	4	-22	-4	-1	3	-1	-7	-2	1	0	1	-1	2	NaN
0000867773	Sunpower CORP	Sunpowe	NaN	36	84	95	NaN	79	NaN	69	71	70	66	NaN	66	62	NaN	NaN	NaN	NaN	207.91	206.35	145.94	NaN	175.78	NaN	156.59	88.75	85.29	92.08	NaN	169.16	143.13	NaN	NaN	NaN	NaN	48	11	NaN	NaN	NaN	NaN	2	-1	-4	NaN	NaN	-4	NaN	NaN	NaN
0000872448	Atmel CORP	Atmel C	NaN	27	55	NaN	NaN	60	40	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	270.26	292.68	NaN	NaN	244.57	265.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	28	NaN	NaN	NaN	-20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000895419	Wolfspeed INC	Wolfspe	NaN	4	9	7	8	8	23	17	20	26	28	33	46	42	NaN	58	NaN	NaN	392.00	391.91	389.52	382.93	367.54	322.93	337.11	322.88	287.22	259.81	240.55	221.00	232.94	NaN	103.11	NaN	NaN	5	-2	1	0	15	-6	3	6	2	5	13	-4	NaN	NaN	NaN
0000911160	RF Micro Devices INC	RF Micr	NaN	35	66	61	60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	216.33	263.53	264.02	253.65	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	-5	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000913885	Triquint Semiconductor INC	Triquin	NaN	8	20	29	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	366.23	364.95	337.82	338.26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	9	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000917273	Rambus INC	Rambus	NaN	25	78	83	85	56	25	36	39	NaN	NaN	NaN	NaN	NaN	NaN	10	NaN	NaN	281.49	231.65	195.88	194.17	257.47	314.08	266.18	243.02	NaN	NaN	NaN	NaN	NaN	NaN	345.74	NaN	NaN	53	5	2	-29	-31	11	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001036960	Fairchild Semiconductor International INC	Fairchi	NaN	31	61	56	52	52	41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	251.56	266.99	279.93	289.50	264.93	261.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	-5	-4	0	-11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001038074	Silicon Laboratories INC	Silicon	NaN	11	33	48	53	NaN	33	25	40	35	30	NaN	42	37	13	13	NaN	NaN	348.26	341.27	292.36	289.27	NaN	280.00	298.79	241.00	255.18	254.15	NaN	232.95	250.61	325.23	330.32	NaN	NaN	22	15	5	NaN	NaN	-8	15	-5	-5	NaN	NaN	-5	-24	0	NaN
0001096325	Intersil CORP DE	Intersi	NaN	33	62	41	NaN	31	19	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	241.27	265.65	309.26	NaN	310.38	341.78	337.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	-21	NaN	NaN	-12	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001102934	CMC Materials Inc	CMC Mat	NaN	6	12	75	69	61	45	33	29	9	52	49	63	NaN	NaN	NaN	NaN	NaN	379.21	379.81	223.95	235.29	244.44	253.66	270.49	281.51	358.46	188.05	197.68	179.66	NaN	NaN	NaN	NaN	NaN	6	63	-6	-8	-16	-12	-4	-20	43	-3	14	NaN	NaN	NaN	NaN
0001130866	Hittite Microwave CORP	Hittite	NaN	1	2	2	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	416.41	440.25	430.60	424.46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	0	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001175609	Cavium INC	Cavium	NaN	16	32	69	55	42	26	63	55	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	328.11	341.86	239.59	279.31	288.02	310.51	183.68	197.82	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16	37	-14	-13	-16	37	-8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001261694	Tessera Technologies INC	Tessera	NaN	2	8	12	36	2	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	413.36	394.30	374.49	316.88	446.55	448.53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	4	24	-34	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000091668	Solitron Devices INC	Solitro	NaN	NaN	43	NaN	16	3	3	NaN	NaN	NaN	NaN	26	15	20	20	21	NaN	NaN	NaN	325.26	NaN	358.22	390.82	390.83	NaN	NaN	NaN	NaN	287.22	310.11	305.44	290.13	287.95	NaN	NaN	NaN	NaN	NaN	-13	0	NaN	NaN	NaN	NaN	NaN	-11	5	0	1	NaN
0000711065	Applied Micro Circuits CORP	Applied	NaN	NaN	38	68	95	48	42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	333.17	242.69	134.08	272.25	255.34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	27	-47	-6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000724910	NVE CORP NEW	NVE COR	NaN	NaN	1	1	1	1	1	1	NaN	NaN	NaN	NaN	NaN	1	1	1	NaN	NaN	NaN	453.57	449.29	448.85	449.52	453.35	449.44	NaN	NaN	NaN	NaN	NaN	440.94	473.37	475.04	NaN	NaN	NaN	0	0	0	0	0	NaN	NaN	NaN	NaN	NaN	NaN	0	0	NaN
0000730000	Supertex INC	Superte	NaN	NaN	22	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	357.88	364.21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000753568	EXAR CORP	EXAR CO	NaN	NaN	51	43	34	22	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	301.16	305.04	319.64	330.71	282.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	-9	-12	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000772406	Cirrus Logic INC	Cirrus	NaN	NaN	3	15	14	5	43	27	NaN	NaN	NaN	NaN	NaN	NaN	14	12	NaN	NaN	NaN	431.30	369.32	361.59	376.09	255.31	288.39	NaN	NaN	NaN	NaN	NaN	NaN	321.64	332.75	NaN	NaN	NaN	12	-1	-9	38	-16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	NaN
0000791907	Linear Technology CORP CA	Linear	NaN	NaN	87	82	81	17	NaN	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	188.48	197.25	212.77	349.75	NaN	377.09	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	-1	-64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000808326	Emcore CORP	Emcore	NaN	NaN	83	91	75	69	4	15	16	28	34	37	18	43	48	49	NaN	NaN	NaN	206.73	160.71	229.39	230.43	389.54	340.42	336.43	285.09	230.34	222.76	307.57	228.18	170.65	183.48	NaN	NaN	NaN	8	-16	-6	-65	11	1	12	6	3	-19	25	5	1	NaN
0000850579	PLX Technology INC	PLX Tec	NaN	NaN	63	80	46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	265.43	200.26	297.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17	-34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000854701	Integrated Silicon Solution INC	Integra	NaN	NaN	36	45	43	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	338.04	296.07	308.06	305.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	-2	-10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000855658	Lattice Semiconductor CORP	Lattice	NaN	NaN	25	39	23	NaN	13	67	66	60	40	NaN	43	32	4	11	NaN	NaN	NaN	354.75	315.87	348.79	NaN	356.87	162.07	156.59	179.24	219.80	NaN	228.22	256.80	365.28	341.01	NaN	NaN	NaN	14	-16	NaN	NaN	54	-1	-6	-20	NaN	NaN	-11	-28	7	NaN
0000869986	Advanced Photonix INC	Advance	NaN	NaN	72	55	76	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	254.73	280.94	227.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-17	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000880446	Vitesse Semiconductor CORP	Vitesse	NaN	NaN	96	100	97	89	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	72.21	78.85	102.81	140.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	-3	-8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000886328	E Digital CORP	E Digit	NaN	NaN	52	NaN	NaN	NaN	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	299.58	NaN	NaN	NaN	318.87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000887969	MRV Communications INC	MRV Com	NaN	NaN	73	73	82	76	50	56	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	242.95	227.01	210.38	189.94	240.64	204.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	9	-6	-26	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000889971	Lightpath Technologies INC	Lightpa	NaN	NaN	86	84	63	57	54	31	33	25	26	30	41	49	NaN	39	NaN	NaN	NaN	201.74	191.27	249.04	255.45	235.15	276.40	260.44	288.56	269.99	277.38	233.02	221.12	NaN	223.89	NaN	NaN	NaN	-2	-21	-6	-3	-23	2	-8	1	4	11	8	NaN	NaN	NaN
0000907686	Plures Technologies Inc DE	Plures	NaN	NaN	85	99	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	205.83	104.62	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000912093	Viavi Solutions INC	Viavi S	NaN	NaN	49	67	40	28	NaN	14	9	33	14	NaN	34	21	15	51	NaN	NaN	NaN	305.96	243.10	311.40	320.73	NaN	340.62	364.69	272.23	328.89	NaN	250.31	303.95	318.86	176.16	NaN	NaN	NaN	18	-27	-12	NaN	NaN	-5	24	-19	NaN	NaN	-13	-6	36	NaN
0000915778	DSP Group INC DE	DSP Gro	NaN	NaN	60	50	48	38	NaN	NaN	NaN	NaN	NaN	31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	278.49	289.47	293.05	294.48	NaN	NaN	NaN	NaN	NaN	270.01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-10	-2	-10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000932111	Micrel INC	Micrel	NaN	NaN	44	42	39	30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	320.65	307.14	311.66	310.89	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-3	-9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000940332	Anadigics INC	Anadigi	NaN	NaN	47	64	66	NaN	66	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	313.46	254.42	240.45	NaN	189.87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000944739	Transwitch CORP DE	Transwi	NaN	NaN	94	101	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	106.51	74.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000945699	IXYS LLC	IXYS LL	NaN	NaN	59	51	51	50	37	39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	279.84	289.13	290.64	271.66	269.50	255.43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	0	-1	-13	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001001426	Pericom Semiconductor CORP	Pericom	NaN	NaN	45	31	32	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	317.49	332.08	320.61	346.19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-14	1	-14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001039065	OSI Systems INC	OSI Sys	NaN	NaN	68	72	83	73	48	50	56	61	50	50	56	54	NaN	NaN	NaN	NaN	NaN	257.72	230.43	208.61	215.58	244.13	217.90	196.27	175.34	192.56	196.44	199.92	196.02	NaN	NaN	NaN	NaN	NaN	4	11	-10	-25	2	6	5	-11	0	6	-2	NaN	NaN	NaN
0001046995	Emagin CORP	Emagin	NaN	NaN	11	10	57	34	28	42	49	42	41	62	67	59	NaN	NaN	NaN	NaN	NaN	386.44	375.28	261.48	298.77	304.83	251.32	216.30	227.53	217.53	143.77	160.10	160.90	NaN	NaN	NaN	NaN	NaN	-1	47	-23	-6	14	7	-7	-1	21	5	-8	NaN	NaN	NaN
0001050550	Volterra Semiconductor CORP	Volterr	NaN	NaN	10	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	388.93	372.78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001094739	Finisar CORP	Finisar	NaN	NaN	46	40	41	53	38	34	37	38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	316.63	315.85	310.47	264.72	268.86	269.41	244.74	240.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-6	1	12	-15	-4	3	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001106851	Omnivision Technologies INC	Omnivis	NaN	NaN	57	59	56	41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	289.75	268.09	264.90	292.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-3	-15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001110647	Oclaro INC	Oclaro	NaN	NaN	79	86	93	70	NaN	59	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	223.07	185.72	143.14	228.77	NaN	196.76	320.59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	7	-23	NaN	NaN	-38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001126741	GSI Technology INC	GSI Tec	NaN	NaN	16	13	10	10	17	20	18	13	8	11	19	24	19	NaN	NaN	NaN	NaN	372.86	372.83	373.68	361.99	348.47	328.07	330.19	340.52	351.32	333.41	305.70	300.15	300.45	NaN	NaN	NaN	NaN	-3	-3	0	7	3	-2	-5	-5	3	8	5	-5	NaN	NaN
0001160958	Inphi Corp	Inphi C	NaN	NaN	13	25	29	24	57	NaN	62	62	59	59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	378.84	345.41	337.56	327.14	222.06	NaN	184.12	173.02	162.59	162.84	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	4	-5	33	NaN	NaN	0	-3	0	NaN	NaN	NaN	NaN	NaN
0001210618	SPI Energy Co Ltd	SPI Ene	NaN	NaN	90	98	99	77	NaN	NaN	NaN	NaN	NaN	NaN	73	72	NaN	NaN	NaN	NaN	NaN	150.73	106.66	84.25	189.26	NaN	NaN	NaN	NaN	NaN	NaN	93.31	91.06	NaN	NaN	NaN	NaN	NaN	8	1	-22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN
0001224370	Mindspeed Technologies INC	Mindspe	NaN	NaN	75	89	100	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	239.51	168.37	75.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001227025	Neophotonics CORP	Neophot	NaN	NaN	76	NaN	79	74	51	47	58	57	49	39	59	NaN	NaN	NaN	NaN	NaN	NaN	234.20	NaN	216.65	211.04	236.58	223.26	190.00	183.46	194.09	220.94	192.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	-23	-4	11	-1	-8	-10	20	NaN	NaN	NaN	NaN
0001227930	Entropic Communications INC	Entropi	NaN	NaN	5	8	26	43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	407.57	379.65	345.06	281.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	18	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001282631	Netlist INC	Netlist	NaN	NaN	81	87	96	92	NaN	76	74	71	69	NaN	78	66	56	NaN	NaN	NaN	NaN	220.92	175.52	119.70	86.81	NaN	82.69	67.79	70.98	67.80	NaN	84.97	133.90	88.81	NaN	NaN	NaN	NaN	6	9	-4	NaN	NaN	-2	-3	-2	NaN	NaN	-12	-10	NaN	NaN
0001294924	Invensense Inc	Invense	NaN	NaN	29	3	4	62	53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	346.39	407.93	393.07	243.58	235.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-26	1	58	-9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001337675	Tower US Holdings Inc	Tower U	NaN	NaN	88	88	89	86	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	179.81	174.00	167.74	157.46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	1	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001356104	Mellanox Technologies Ltd	Mellano	NaN	NaN	40	30	35	32	21	41	26	17	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	328.81	336.60	316.94	309.96	332.72	252.94	285.52	330.17	312.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-10	5	-3	-11	20	-15	-9	1	NaN	NaN	NaN	NaN	NaN	NaN
0001387467	Alpha Omega Semiconductor Ltd	Alpha O	NaN	NaN	54	46	44	36	NaN	NaN	NaN	NaN	NaN	43	44	26	NaN	19	NaN	NaN	NaN	298.28	295.31	301.17	295.95	NaN	NaN	NaN	NaN	NaN	214.94	227.35	287.96	NaN	296.11	NaN	NaN	NaN	-8	-2	-8	NaN	NaN	NaN	NaN	NaN	NaN	1	-18	NaN	NaN	NaN
0001392522	Freescale Semiconductor Ltd	Freesca	NaN	NaN	97	102	101	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	46.34	45.05	42.76	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001394954	GT Advanced Technologies Inc	GT Adva	NaN	NaN	93	92	92	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	143.08	159.37	145.51	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001410172	Rubicon Technology Inc	Rubicon	NaN	NaN	15	17	7	6	30	48	22	1	3	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	374.67	367.39	384.35	373.03	286.62	220.84	314.83	417.77	398.17	400.18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-10	-1	24	18	-26	-21	2	-2	NaN	NaN	NaN	NaN	NaN
0001432150	Gigpeak Inc	Gigpeak	NaN	NaN	77	66	24	29	15	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	232.31	243.63	348.74	313.17	349.83	303.35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-11	-42	5	-14	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001441634	Avago Technologies LTD	Avago T	NaN	NaN	27	20	17	85	64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	351.18	361.83	356.55	160.31	201.29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	-3	68	-21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001487990	Aeroflex Holding CORP	Aerofle	NaN	NaN	91	94	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	149.74	145.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000029002	Diodes INC DEL	Diodes	NaN	NaN	NaN	44	65	54	60	52	44	37	23	44	39	29	NaN	NaN	NaN	NaN	NaN	NaN	303.70	245.53	264.01	211.55	213.10	229.63	250.00	276.48	213.55	240.83	274.40	NaN	NaN	NaN	NaN	NaN	NaN	21	-11	6	-8	-8	-7	-14	21	-5	-10	NaN	NaN	NaN
0000790715	Sigma Designs INC	Sigma D	NaN	NaN	NaN	65	77	49	46	35	34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	251.80	227.47	272.20	251.84	266.77	259.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	-28	-3	-11	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000880177	Peregrine Semiconductor CORP	Peregri	NaN	NaN	NaN	70	50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	237.22	292.45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001081078	API Technologies Corp	API Tec	NaN	NaN	NaN	93	84	81	72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	148.79	205.98	171.47	140.61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-9	-3	-9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001201663	Audience INC	Audienc	NaN	NaN	NaN	23	15	58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	350.96	359.51	247.29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001280263	Ambarella INC	Ambarel	NaN	NaN	NaN	57	31	13	14	12	5	8	7	15	16	15	NaN	NaN	NaN	NaN	NaN	NaN	279.38	331.88	357.79	352.40	363.83	375.44	359.18	353.76	322.21	308.24	318.75	NaN	NaN	NaN	NaN	NaN	NaN	-26	-18	1	-2	-7	3	-1	8	1	-1	NaN	NaN	NaN
0001311241	Intermolecular INC	Intermo	NaN	NaN	NaN	63	62	68	36	26	28	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	261.25	250.82	231.87	271.56	291.43	283.84	294.14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	6	-32	-10	2	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001325702	Magnachip Semiconductor Corp	Magnach	NaN	NaN	NaN	81	NaN	91	74	74	70	69	67	24	17	17	17	30	NaN	NaN	NaN	NaN	198.54	NaN	87.89	86.78	86.83	89.01	89.10	89.07	296.82	307.95	317.86	305.30	258.10	NaN	NaN	NaN	NaN	NaN	NaN	-17	0	-4	-1	-2	-43	-7	0	0	13	NaN
0001333822	Semileds Corp	Semiled	NaN	NaN	NaN	54	68	65	49	72	65	65	65	65	72	69	54	NaN	NaN	NaN	NaN	NaN	281.31	236.60	240.64	242.48	115.42	170.74	149.34	92.62	124.09	130.65	122.37	89.14	NaN	NaN	NaN	NaN	NaN	14	-3	-16	23	-7	0	0	0	7	-3	-15	NaN	NaN
0001350102	Ascent Solar Technologies Inc	Ascent	NaN	NaN	NaN	38	71	94	75	78	76	73	NaN	69	79	75	NaN	NaN	NaN	NaN	NaN	NaN	318.00	233.60	0.17	44.45	6.93	15.15	5.53	NaN	27.08	76.98	83.06	NaN	NaN	NaN	NaN	NaN	NaN	33	23	-19	3	-2	-3	NaN	NaN	10	-4	NaN	NaN	NaN
0000093205	Living 3D Holdings INC	Living	NaN	NaN	NaN	NaN	102	NaN	NaN	NaN	75	74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.45	NaN	NaN	NaN	23.43	4.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001021604	ON Track Innovations LTD	ON Trac	NaN	NaN	NaN	NaN	87	78	70	NaN	NaN	46	61	66	80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	173.64	188.62	168.45	NaN	NaN	215.55	145.81	89.14	70.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-9	-8	NaN	NaN	NaN	15	5	14	NaN	NaN	NaN	NaN
0001322705	Spansion Inc	Spansio	NaN	NaN	NaN	NaN	88	80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	171.94	171.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001431959	META Materials INC	META Ma	NaN	NaN	NaN	NaN	NaN	75	NaN	NaN	NaN	NaN	NaN	63	31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	201.09	NaN	NaN	NaN	NaN	NaN	140.66	268.77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-32	NaN	NaN	NaN	NaN
0001579910	Resonant Inc	Resonan	NaN	NaN	NaN	NaN	NaN	37	69	68	47	44	68	51	77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	295.70	174.87	161.96	223.75	220.73	82.03	194.45	88.86	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	32	-1	-21	-3	24	-17	26	NaN	NaN	NaN	NaN
0001604778	Qorvo Inc	Qorvo I	NaN	NaN	NaN	NaN	NaN	45	7	28	27	29	22	32	32	38	36	40	NaN	NaN	NaN	NaN	NaN	NaN	280.42	367.01	287.97	285.15	283.70	288.16	254.33	255.31	246.75	228.11	214.40	NaN	NaN	NaN	NaN	NaN	NaN	-38	21	-1	2	-7	10	0	6	-2	4	NaN
0001395848	Adesto Technologies Corp	Adesto	NaN	NaN	NaN	NaN	NaN	NaN	68	71	52	59	60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	186.53	145.75	206.66	179.78	154.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-19	7	1	NaN	NaN	NaN	NaN	NaN	NaN
0001634447	ISUN INC	ISUN IN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	3	43	62	52	48	73	53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	402.07	382.23	222.30	143.94	193.83	219.42	88.43	104.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	40	19	-10	-4	25	-20	NaN	NaN
0001649338	Broadcom Pte Ltd	Broadco	NaN	NaN	NaN	NaN	NaN	NaN	NaN	61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	185.54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001649345	Broadcom Cayman L P	Broadco	NaN	NaN	NaN	NaN	NaN	NaN	NaN	61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	185.54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001651235	Acacia Communications Inc	Acacia	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	19	19	17	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	368.29	327.92	327.66	315.47	331.46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	0	-2	-5	NaN	NaN	NaN	NaN	NaN
0001690666	Xperi Corp	Xperi C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	8	48	44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	414.18	365.13	204.27	204.12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	40	-4	NaN	NaN	NaN	NaN	NaN	NaN
0001316016	Aquantia CORP	Aquanti	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	313.26	303.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001370702	ON Semiconductor Connectivity Solutions Inc	ON Semi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	358.63	330.77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001556898	Techpoint Inc	Techpoi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	2	12	6	4	8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	417.08	398.03	337.42	355.42	369.15	372.37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	10	-6	-2	4	NaN	NaN	NaN
0001494162	Kinerjapay Corp	Kinerja	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	76	71	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.15	0.66	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	NaN	NaN	NaN	NaN	NaN	NaN
0001682149	Datavault AI Inc	Datavau	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	77	70	60	35	76	59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	22.53	145.32	250.07	51.73	3.34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	-10	-25	41	-17	NaN	NaN
0001715768	Transphorm Inc	Transph	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	75	NaN	68	NaN	46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.46	NaN	42.92	NaN	224.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001781405	Odyssey Semiconductor Technologies Inc	Odyssey	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	43	67	45	77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	205.39	82.25	225.61	45.14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24	-22	32	NaN	NaN	NaN
0000866291	Allegro Microsystems INC	Allegro	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23	20	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	301.70	305.48	338.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-8	NaN	NaN	NaN
0001803696	Adeia Inc	Adeia I	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	40	50	70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	218.88	213.32	121.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	20	NaN	NaN	NaN
0001807794	Credo Technology Group Holding Ltd	Credo T	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	10	6	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	347.40	348.87	342.83	355.76	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-4	0	NaN
0001813658	Tempo Automation Holdings Inc	Tempo A	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	356.56	0.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	74	NaN	NaN	NaN
0001817760	Smartkem Inc	Smartke	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	53	65	46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	208.04	134.37	182.22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	-19	NaN	NaN
0001828161	FTC Solar Inc	FTC Sol	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	61	67	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	186.96	130.86	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	NaN	NaN	NaN
0001852117	Rockley Photonics Holdings Ltd	Rockley	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	71	78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	137.68	9.88	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	NaN	NaN	NaN
0000065759	Micropac Industries INC	Micropa	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34	30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	251.87	244.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	NaN	NaN
0001841925	Indie Semiconductor Inc	Indie S	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	183.19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

PDF reports

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

2009

Logs

warning	40 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000768251 0000827054 0000945436 0001045810 0001054374 0001058057 0000006281 0000006951 0000097476 0000316793 0001036960 0001096325 0000002488 0000004127 0000050863 0000088941 0000093384 0000310568 0000703360 0000703361 0000743316 0000743988 0000767920 0000791915 0000817720 0000833640 0000867773 0000872448 0000895419 0000911160 0000913885 0000917273 0001038074 0001047127 0001097864 0001102934 0001130866 0001175609 0001261694 0001274494
warning	6 × Missing logo	subcommand.report	0000768251 0000827054 0000945436 0001045810 0001054374 0001058057
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000827054

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	155,645,000	251,357,800	509,315,593	5,189,400,000	7,591,000,000	0000827054	0000945436	0000050863
1	LiabilitiesNonCurrent	0	0	138,427	505,793,600	697,700,000	0000050863	0001054374	0000945436
2	remainder_Liabilities	0	0	2,523,278	686,000,000	810,000,000	0000050863	0001058057	0000097476
3	AssetsCurrent	1,249,600,000	1,290,268,400	2,041,870,950	15,139,800,000	21,157,000,000	0000945436	0000768251	0000050863
4	AssetsNonCurrent	0	7,078,400	51,010,749	5,766,730,800	9,519,000,000	0001045810	0000097476	0000050863
5	IntangibleAssets	0	24,753,200	517,371,444	3,566,265,600	4,421,000,000	0000768251	0001045810	0000050863
6	PropertyPlantAndEquipmentNet	174,516,000	196,436,400	626,088,387	11,598,200,000	17,225,000,000	0000768251	0001045810	0000050863
7	remainder_Assets	40,026,000	40,232,000	433,225,154	1,356,800,000	1,746,000,000	0001045810	0000945436	0000097476
8	ResearchAndDevelopmentExpense	40,400,000	55,504,400	855,942,514	4,005,767,200	5,653,000,000	0000945436	0001045810	0000050863
9	SellingGeneralAndAdministrativeExpense	161,218,000	161,490,800	272,969,459	5,286,600,000	7,931,000,000	0000827054	0001274494	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	97,813,000	153,323,000	0000050863	0000945436	0001058057
11	remainder_Expenses	409,159,000	432,666,600	1,468,846,394	12,775,000,000	17,167,000,000	0000827054	0001058057	0000050863
12	remainder_Revenues	903,297,000	1,007,418,200	2,950,942,437	25,247,000,000	35,127,000,000	0000827054	0001058057	0000050863
13	remainder_NetIncome	-7,000,000	582,800	17,863,634	28,175,400	28,191,000	0000050863	0000768251	0000827054
14	remainder_ComprehensiveNetIncome	0	0	0	136,240,000	169,000,000	0000050863	0001054374	0000097476

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	155,645,000	327,440,200	1,148,397,636	5,513,400,000	7,591,000,000	0000827054	0001054374	0000050863
1	Assets	2,293,231,000	2,338,223,000	3,567,178,160	36,704,600,000	53,095,000,000	0000768251	0000945436	0000050863
2	Expenses	685,901,000	796,424,600	2,827,496,864	22,043,800,000	30,751,000,000	0000827054	0001058057	0000050863
3	Revenues	903,297,000	1,007,418,200	2,950,942,437	25,247,000,000	35,127,000,000	0000827054	0001058057	0000050863
4	StockholdersEquity	1,085,336,000	1,533,921,600	2,653,728,024	31,191,200,000	45,504,000,000	0000768251	0001274494	0000050863
5	NetIncome	-69,800,000	-53,896,400	245,591,380	3,209,400,000	4,369,000,000	0000945436	0000827054	0000050863
6	ComprehensiveNetIncome	-30,041,000	-11,104,600	245,591,380	3,277,000,000	4,369,000,000	0001045810	0000827054	0000050863
7	BaseVar	2,089,372,500	2,388,945,100	5,400,365,445	44,795,500,000	63,285,500,000	0000827054	0001058057	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	1.50	1.69	3.16	3.79	4.04	0000768251	0000097476	0000827054
9	EconomicCapitalRatio	2.07	2.19	3.28	3.85	4.07	0000768251	0000097476	0000827054

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	-0.213	-0.00851	0.287	0.296	0001054374	0000050863	0001058057
1	LiabilitiesNonCurrent	-0.583	-0.399	0.243	0.269	0.272	0000945436	0000827054	0000097476
2	remainder_Liabilities	-0.525	-0.362	0.202	0.223	0.223	0000768251	0000827054	0001058057
3	AssetsCurrent	-0.126	-0.125	-0.0875	0.407	0.579	0000945436	0000050863	0000768251
4	AssetsNonCurrent	-0.0450	-0.0393	-0.0130	0.0736	0.123	0001045810	0001274494	0000050863
5	IntangibleAssets	-0.159	-0.119	-0.0333	0.288	0.413	0000768251	0001045810	0001058057
6	PropertyPlantAndEquipmentNet	-0.200	-0.188	0.00312	0.215	0.302	0001054374	0000097476	0000945436
7	remainder_Assets	-0.0878	-0.0764	-0.00926	0.103	0.124	0001045810	0000827054	0001274494
8	ResearchAndDevelopmentExpense	-0.204	-0.180	0.0164	0.109	0.122	0001054374	0000050863	0001274494
9	SellingGeneralAndAdministrativeExpense	-0.0973	-0.0624	0.00124	0.0381	0.0435	0000050863	0001274494	0001058057
10	AmortizationOfIntangibleAssets	-0.0479	-0.0276	0.00519	0.00689	0.00702	0001058057	0000827054	0001045810
11	remainder_Expenses	-0.269	-0.225	0.00346	0.133	0.136	0001045810	0000945436	0000827054
12	remainder_Revenues	-0.212	-0.178	0.0596	0.202	0.211	0000945436	0001058057	0001045810
13	remainder_NetIncome	-0.00841	-0.00738	-0.000370	0.00915	0.0139	0000050863	0000945436	0000827054
14	remainder_ComprehensiveNetIncome	-0.00773	-0.00748	-0.00589	0.0170	0.0201	0001045810	0001274494	0000945436

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.988	-0.880	0.327	0.608	0.660	0000768251	0001045810	0000827054
1	Assets	-0.309	-0.266	-0.00942	0.152	0.176	0001045810	0001058057	0000945436
2	Expenses	-0.372	-0.321	-0.0494	0.172	0.200	0001045810	0000050863	0000827054
3	Revenues	-0.212	-0.178	0.0596	0.202	0.211	0000945436	0001058057	0001045810
4	StockholdersEquity	-0.865	-0.767	-0.101	0.932	1.34	0001045810	0000945436	0000827054
5	NetIncome	-0.139	-0.124	0.0162	0.137	0.170	0001045810	0000050863	0001274494
6	ComprehensiveNetIncome	-0.147	-0.132	0.00940	0.132	0.165	0001045810	0000050863	0001274494
7	BaseVar	0	0	0	0	0	0000050863	0000945436	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-1.01	-0.882	0.205	0.774	0.998	0000768251	0000097476	0000827054
9	EconomicCapitalRatio	-1.04	-0.920	0.167	0.736	0.960	0000768251	0000097476	0000827054

2010

Logs

warning	55 × The stock price does not exist	industry.us_generic	0000093384 0000316793 0000703360 0000703361 0000743988 0000767920 0000768251 0000872448 0000911160 0000913885 0000945436 0001036960 0001054374 0001096325 0001130866 0001261694 0000753568 0000907686 0000940332 0001227025 0001487990 0000310568 0000711065 0000730000 0000791907 0000808326 0000850579 0000854701 0000867773 0000869986 0000880446 0000886328 0000887969 0000915778 0000932111 0000944739 0000945699 0001001426 0001046995 0001050550 0001058057 0001094739 0001102934 0001106851 0001110647 0001160958 0001175609 0001210618 0001224370 0001227930 0001356104 0001392522 0001394954 0001432150 0001441634
warning	43 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000088941 0000093384 0000316793 0000703360 0000703361 0000743988 0000767920 0000768251 0000827054 0000872448 0000911160 0000913885 0000945436 0001036960 0001045810 0001054374 0001096325 0001130866 0001261694 0000006281 0000097476 0000917273 0000310568 0000867773 0000895419 0001102934 0001175609 0001288469 0001294924 0001337675 0001494162 0000006951 0000002488 0000004127 0000050863 0000743316 0000791915 0000817720 0000833640 0001038074 0001047127 0001097864 0001274494
warning	19 × Missing logo	subcommand.report	0000088941 0000093384 0000316793 0000703360 0000703361 0000743988 0000767920 0000768251 0000827054 0000872448 0000911160 0000913885 0000945436 0001036960 0001045810 0001054374 0001096325 0001130866 0001261694
warning	2 × Similarly named company. Duplicate?	None	0000911160 0001102934
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000827054
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001494162

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	22,623,000	44,847,300	239,225,164	2,071,687,600	9,327,000,000	0001130866	0000791915	0000050863
1	LiabilitiesNonCurrent	0	0	11,707,176	547,630,400	974,390,000	0000002488	0000895419	0001047127
2	remainder_Liabilities	0	0	5,340,840	533,440,000	983,000,000	0000002488	0000316793	0000097476
3	AssetsCurrent	0	213,881,100	843,355,493	6,794,783,500	31,611,000,000	0000827054	0001036960	0000050863
4	AssetsNonCurrent	0	0	27,364,294	221,095,300	8,137,000,000	0000006951	0000768251	0000050863
5	IntangibleAssets	0	0	214,028,743	1,628,632,000	4,531,000,000	0000768251	0000088941	0000050863
6	PropertyPlantAndEquipmentNet	0	17,946,500	260,147,457	1,751,503,400	17,899,000,000	0000945436	0000872448	0000050863
7	remainder_Assets	0	0	43,964,640	1,782,709,800	2,307,000,000	0000002488	0000917273	0000945436
8	ResearchAndDevelopmentExpense	31,467,000	35,461,600	129,266,590	1,589,232,300	6,576,000,000	0001130866	0000913885	0000050863
9	SellingGeneralAndAdministrativeExpense	0	52,871,500	169,270,005	999,563,200	6,309,000,000	0000093384	0000316793	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	30,108,800	61,000,000	0000006281	0000006281	0000002488
11	remainder_Expenses	-58,546,000	89,133,900	655,766,771	6,689,575,800	19,731,000,000	0000917273	0000768251	0000050863
12	remainder_Revenues	206,500,000	282,329,600	978,748,133	10,024,087,300	43,623,000,000	0001175609	0000911160	0000050863
13	remainder_NetIncome	-122,639,000	-23,804,200	2,604,118	146,800,000	457,000,000	0001047127	0001261694	0000050863
14	remainder_ComprehensiveNetIncome	-80,827,000	-29,012,300	0	334,600	8,945,000	0000316793	0000867773	0001096325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	29,757,000	54,985,800	357,642,699	3,008,323,200	9,327,000,000	0001130866	0000743988	0000050863
1	Assets	291,620,000	413,762,000	1,673,140,198	11,189,110,500	63,186,000,000	0001175609	0001096325	0000050863
2	Expenses	153,635,000	167,899,000	909,891,462	8,875,307,900	32,616,000,000	0000917273	0000911160	0000050863
3	Revenues	206,500,000	282,329,600	978,748,133	10,024,087,300	43,623,000,000	0001175609	0000911160	0000050863
4	StockholdersEquity	234,610,000	349,502,300	1,178,748,431	7,826,201,700	53,859,000,000	0001175609	0001036960	0000050863
5	NetIncome	-151,370,000	-13,978,900	83,321,513	1,296,420,000	11,464,000,000	0000791915	0000767920	0000050863
6	ComprehensiveNetIncome	-151,370,000	-13,978,900	83,321,513	1,288,420,000	11,464,000,000	0000791915	0000767920	0000050863
7	BaseVar	362,253,000	522,045,800	1,984,896,557	16,740,262,950	74,604,500,000	0001175609	0000895419	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	0.673	1.49	2.96	3.95	4.14	0001047127	0000093384	0001130866
9	EconomicCapitalRatio	1.49	2.06	3.11	3.99	4.16	0001047127	0000093384	0001130866

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	-0.588	-0.367	0.0423	0.373	0.494	0000767920	0001054374	0001130866
1	LiabilitiesNonCurrent	-0.869	-0.741	0.207	0.351	0.352	0001096325	0000791915	0001054374
2	remainder_Liabilities	-0.474	-0.435	0.109	0.177	0.182	0000703360	0000006281	0001102934
3	AssetsCurrent	-0.550	-0.236	-0.0321	0.335	0.671	0001047127	0000004127	0000768251
4	AssetsNonCurrent	-0.0344	-0.0255	-0.00625	0.0631	0.0724	0000006951	0000310568	0000872448
5	IntangibleAssets	-0.308	-0.163	-0.0297	0.311	0.473	0001047127	0000006951	0000767920
6	PropertyPlantAndEquipmentNet	-0.183	-0.152	-0.0196	0.235	0.599	0000945436	0000093384	0001047127
7	remainder_Assets	-0.197	-0.157	-0.0366	0.173	0.786	0001047127	0000310568	0000945436
8	ResearchAndDevelopmentExpense	-0.151	-0.139	0.00363	0.0952	0.141	0001054374	0000050863	0001047127
9	SellingGeneralAndAdministrativeExpense	-0.123	-0.109	0.0140	0.0628	0.142	0000791915	0000827054	0000093384
10	AmortizationOfIntangibleAssets	-0.0356	-0.0149	0.00321	0.00447	0.00473	0000310568	0001274494	0000817720
11	remainder_Expenses	-0.313	-0.214	-0.0246	0.239	0.419	0000817720	0001274494	0000917273
12	remainder_Revenues	-0.173	-0.160	-0.00272	0.266	0.325	0000827054	0000006281	0000817720
13	remainder_NetIncome	-0.0438	-0.0250	-0.00191	0.0260	0.142	0001047127	0000911160	0000703361
14	remainder_ComprehensiveNetIncome	-0.0784	-0.00490	0.00222	0.00286	0.00682	0000316793	0001047127	0001096325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.01	-0.794	0.237	0.777	0.821	0001047127	0000093384	0001130866
1	Assets	-0.594	-0.419	0.0183	0.169	0.232	0001047127	0000833640	0000767920
2	Expenses	-0.372	-0.312	-0.0127	0.205	0.276	0000002488	0000833640	0000917273
3	Revenues	-0.173	-0.160	-0.00272	0.266	0.325	0000827054	0000006281	0000817720
4	StockholdersEquity	-1.63	-1.22	0.0604	1.29	1.42	0001047127	0000006281	0001261694
5	NetIncome	-0.300	-0.156	-0.00947	0.168	0.197	0000791915	0000817720	0001130866
6	ComprehensiveNetIncome	-0.298	-0.154	-0.00648	0.166	0.199	0000791915	0000817720	0001130866
7	BaseVar	0	0	0	0	0	0000002488	0000833640	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.51	-0.934	0.116	0.988	1.17	0001047127	0000093384	0001130866
9	EconomicCapitalRatio	-1.56	-0.980	0.0705	0.943	1.12	0001047127	0000093384	0001130866

2011

Logs

error	12 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001355242 0001355242 0000093205 0000093205 0001431959 0001431959 0000065759 0000065759 0001324344 0001324344 0001494562 0001417451
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001135711
warning	60 × The stock price does not exist	industry.us_generic	0000093384 0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000791907 0000850579 0000854701 0000869986 0000872448 0000880446 0000886328 0000887969 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0001001426 0001036960 0001050550 0001054374 0001058057 0001096325 0001106851 0001130866 0001224370 0001227930 0001261694 0001294924 0001337675 0001392522 0001394954 0001432150 0001441634 0001487990 0000093205 0001356104 0000790715 0000867773 0000945699 0001094739 0001110647 0001160958 0001210618 0000310568 0000808326 0001046995 0001097864 0001102934 0001175609 0001227025
warning	49 × Missing logo	subcommand.report	0000088941 0000093384 0000316793 0000703360 0000703361 0000711065 0000724910 0000730000 0000743988 0000753568 0000767920 0000768251 0000772406 0000791907 0000827054 0000850579 0000854701 0000869986 0000872448 0000880446 0000886328 0000887969 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0001001426 0001036960 0001045810 0001050550 0001054374 0001058057 0001096325 0001106851 0001130866 0001224370 0001227930 0001261694 0001294924 0001337675 0001392522 0001394954 0001432150 0001441634 0001487990
warning	14 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000940332 0001227930 0001294924 0001337675 0001487990 0001421665 0000880177 0001160958 0001201663 0001311241 0001081078 0001126411 0001288469 0001494162
warning	7 × Similarly named company. Duplicate?	None	0000711065 0000869986 0000911160 0001227930 0001394954 0001102934 0001280452
warning	7 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001355242 0000093205 0001431959 0000065759 0001324344 0001494562 0001417451
warning	3 × Excluding company: variable exceeds outlier threshold	pre-agg	0000093205 0001421665 0001126411
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001350102 0000895419
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001494162
warning	1 × Ignoring company because Assets is zero	pre-agg	0001097864

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	69,214	2,135,068	70,867,661	1,470,610,000	12,028,000,000	0001481028	0001210618	0000050863
1	LiabilitiesNonCurrent	0	0	3,085,439	1,077,689,600	7,095,000,000	0000002488	0001387467	0001392522
2	remainder_Liabilities	-1,681,689	0	735,020	388,268,700	1,835,000,000	0001398805	0000913885	0000097476
3	AssetsCurrent	62,269	10,373,840	318,634,271	4,522,913,200	25,872,000,000	0001481028	0001356104	0000050863
4	AssetsNonCurrent	0	0	7,946,390	214,409,400	5,537,000,000	0000724910	0000771266	0000050863
5	IntangibleAssets	0	0	26,108,431	850,091,200	15,521,000,000	0000091668	0000913885	0000050863
6	PropertyPlantAndEquipmentNet	0	1,291,800	54,726,871	1,164,171,400	23,627,000,000	0000886328	0000940332	0000050863
7	remainder_Assets	0	0	18,223,343	839,300,000	2,529,900,000	0000056978	0001261694	0000945436
8	ResearchAndDevelopmentExpense	0	0	53,130,127	853,704,800	1,983,000,000	0000050863	0000880446	0001054374
9	SellingGeneralAndAdministrativeExpense	0	583,925	59,202,028	518,200,000	1,638,000,000	0000050863	0001111928	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	33,398,200	232,000,000	0000002488	0000723125	0001392522
11	remainder_Expenses	-32,028,000	6,301,335	202,530,272	3,786,100,000	41,361,000,000	0000890394	0000088941	0000050863
12	remainder_Revenues	0	9,893,842	363,334,720	6,650,100,000	53,999,000,000	0001481028	0000945699	0000050863
13	remainder_NetIncome	-656,000,000	-37,198,800	602,451	31,791,400	304,000,000	0001392522	0001130866	0000050863
14	remainder_ComprehensiveNetIncome	-75,000,000	-608,000	0	37,914	21,039,000	0000097476	0001288469	0001487990

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	69,214	3,159,521	93,845,923	4,177,030,000	12,028,000,000	0001481028	0000088941	0000050863
1	Assets	83,500	11,330,141	488,643,949	6,608,341,300	71,119,000,000	0001481028	0001130866	0000050863
2	Expenses	807,917	7,587,455	327,780,359	6,384,900,000	41,361,000,000	0001481028	0000945699	0000050863
3	Revenues	0	9,893,842	363,334,720	6,650,100,000	53,999,000,000	0001481028	0000945699	0000050863
4	StockholdersEquity	-4,480,000,000	3,834,297	366,092,519	5,763,782,100	59,091,000,000	0001392522	0000833640	0000050863
5	NetIncome	-1,520,000,000	-43,390,200	25,845,765	871,067,500	12,942,000,000	0000945436	0001051627	0000050863
6	ComprehensiveNetIncome	-1,520,000,000	-43,414,500	25,845,765	877,750,900	12,942,000,000	0000945436	0001051627	0000050863
7	BaseVar	480,316	15,863,455	564,659,697	10,588,600,000	89,405,500,000	0001481028	0001356104	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-10.2	0.166	2.86	3.96	4.52	0001481028	0000093384	0000724910
9	EconomicCapitalRatio	0.000000000894	1.05	3.04	4.00	4.54	0001481028	0000093384	0000724910

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	-0.759	-0.510	0.0915	0.445	0.616	0001398805	0001224370	0000724910
1	LiabilitiesNonCurrent	-1.83	-0.639	0.210	0.347	0.397	0001392522	0000890394	0001294924
2	remainder_Liabilities	-1.82	-0.653	0.114	0.223	0.264	0000791907	0000890394	0001294924
3	AssetsCurrent	-0.658	-0.441	-0.00383	0.395	0.649	0000944739	0001046995	0000768251
4	AssetsNonCurrent	-0.0473	-0.0286	-0.00417	0.0435	0.0701	0001275014	0001261694	0000872448
5	IntangibleAssets	-0.256	-0.197	-0.0383	0.354	0.480	0001282631	0000753568	0000767920
6	PropertyPlantAndEquipmentNet	-0.386	-0.183	-0.0262	0.327	0.627	0000944739	0000855658	0001047127
7	remainder_Assets	-0.280	-0.148	-0.0357	0.138	0.522	0000724910	0001050550	0000915778
8	ResearchAndDevelopmentExpense	-0.500	-0.320	0.0271	0.178	0.292	0000944739	0000911160	0001275014
9	SellingGeneralAndAdministrativeExpense	-0.565	-0.175	0.0399	0.126	0.214	0000886328	0001001426	0001280452
10	AmortizationOfIntangibleAssets	-0.124	-0.0368	0.00587	0.00831	0.0119	0000850579	0001047127	0001275014
11	remainder_Expenses	-1.52	-0.338	-0.0309	0.245	0.968	0001275014	0000316793	0000890394
12	remainder_Revenues	-0.329	-0.208	0.0355	0.283	0.845	0000890394	0000833640	0001275014
13	remainder_NetIncome	-0.0918	-0.0410	-0.00167	0.0492	0.105	0001294924	0000768251	0001046995
14	remainder_ComprehensiveNetIncome	-0.0235	-0.00322	0.000201	0.000474	0.0167	0000882508	0001130866	0001039065

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.35	-1.15	0.258	0.858	1.06	0001394954	0000316793	0001227930
1	Assets	-1.11	-0.621	-0.00125	0.222	0.318	0000880446	0000882508	0000730000
2	Expenses	-0.887	-0.437	0.0261	0.274	0.528	0001275014	0001036960	0000890394
3	Revenues	-0.329	-0.208	0.0355	0.283	0.845	0000890394	0000833640	0001275014
4	StockholdersEquity	-3.07	-1.58	0.152	1.28	2.10	0001275014	0000932111	0000890394
5	NetIncome	-1.34	-0.350	0.0529	0.260	0.670	0001481028	0001280452	0000772406
6	ComprehensiveNetIncome	-1.34	-0.350	0.0531	0.260	0.670	0001481028	0001039065	0000772406
7	BaseVar	0	0	0	0	0	0000002488	0000932111	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.74	-1.69	0.298	1.26	1.80	0001481028	0000093384	0000724910
9	EconomicCapitalRatio	-2.89	-1.84	0.148	1.11	1.65	0001481028	0000093384	0000724910

2012

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001494162 0001494162 0001322705 0000065759
warning	63 × The stock price does not exist	industry.us_generic	0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0001001426 0001036960 0001050550 0001054374 0001058057 0001081078 0001096325 0001106851 0001130866 0001201663 0001224370 0001227930 0001261694 0001294924 0001337675 0001392522 0001394954 0001432150 0001441634 0001322705 0000093205 0001356104 0001227025 0000791915 0000945699 0001094739 0001102934 0001110647 0001160958 0001210618 0000310568 0000808326 0001046995 0001097864 0001175609 0001311241 0001481028 0000867773
warning	51 × Missing logo	subcommand.report	0000088941 0000316793 0000703360 0000703361 0000711065 0000724910 0000730000 0000743988 0000753568 0000767920 0000768251 0000772406 0000790715 0000791907 0000827054 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0001001426 0001036960 0001045810 0001050550 0001054374 0001058057 0001081078 0001096325 0001106851 0001130866 0001201663 0001224370 0001227930 0001261694 0001280263 0001294924 0001337675 0001392522 0001394954 0001432150 0001441634 0001487990
warning	14 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000880177 0000940332 0001081078 0001201663 0001227930 0001261694 0001441634 0001487990 0001021604 0001160958 0001311241 0001507957 0001126411 0001421665
warning	8 × Similarly named company. Duplicate?	None	0000711065 0000869986 0000911160 0001227930 0001394954 0001102934 0001350102 0001463101
warning	6 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000880177 0001280263 0001494162 0000065759 0000093205 0001431959
warning	4 × Excluding company: variable exceeds outlier threshold	pre-agg	0000093205 0001481028 0001126411 0001421665
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001350102
warning	2 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001350102

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	132,408	2,973,452	64,602,292	1,357,820,000	12,898,000,000	0001481028	0000854701	0000050863
1	LiabilitiesNonCurrent	0	0	3,136,694	957,512,950	6,830,000,000	0000002488	0001294924	0001392522
2	remainder_Liabilities	0	0	1,058,082	530,021,050	1,920,800,000	0000002488	0000790715	0000945436
3	AssetsCurrent	26,349	12,253,476	234,314,176	3,886,704,300	31,358,000,000	0001481028	0001039399	0000050863
4	AssetsNonCurrent	0	22,923	7,571,225	272,753,550	4,641,000,000	0000724910	0001261694	0000050863
5	IntangibleAssets	0	0	26,686,638	1,160,555,950	15,945,000,000	0000723125	0001110647	0000050863
6	PropertyPlantAndEquipmentNet	0	1,305,200	56,086,819	889,736,350	27,983,000,000	0000790715	0001001426	0000050863
7	remainder_Assets	0	0	11,812,155	1,162,100,000	4,424,000,000	0000056978	0000932111	0000050863
8	ResearchAndDevelopmentExpense	0	22,955	49,387,239	989,914,250	2,318,000,000	0000050863	0001039065	0001054374
9	SellingGeneralAndAdministrativeExpense	0	2,687,873	53,117,814	436,350,000	1,804,000,000	0000050863	0000790715	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	32,210,150	113,000,000	0000002488	0000768251	0001054374
11	remainder_Expenses	-2,847,000	7,352,896	191,100,466	3,978,471,300	42,571,000,000	0000890394	0000833640	0000050863
12	remainder_Revenues	0	12,097,615	303,819,120	5,208,389,500	53,341,000,000	0001481028	0000833640	0000050863
13	remainder_NetIncome	-563,000,000	-68,481,700	274,602	18,074,850	235,000,000	0001392522	0001111928	0000050863
14	remainder_ComprehensiveNetIncome	-67,000,000	-16,387,100	0	8,983,050	382,000,000	0000006951	0001126741	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	132,408	3,953,841	94,111,463	3,832,044,900	12,898,000,000	0001481028	0000703361	0000050863
1	Assets	49,246	22,694,900	397,743,659	6,261,531,050	84,351,000,000	0001481028	0000833640	0000050863
2	Expenses	833,819	27,352,150	334,494,228	6,148,750,000	42,571,000,000	0001481028	0000772406	0000050863
3	Revenues	0	12,097,615	303,819,120	5,208,389,500	53,341,000,000	0001481028	0000833640	0000050863
4	StockholdersEquity	-4,531,000,000	2,676,485	281,535,239	4,955,360,800	71,453,000,000	0001392522	0001102934	0000050863
5	NetIncome	-1,183,000,000	-148,702,550	-849,023	578,376,500	11,005,000,000	0000002488	0001481028	0000050863
6	ComprehensiveNetIncome	-1,181,000,000	-148,702,550	-923,033	578,667,200	11,387,000,000	0000002488	0001481028	0000050863
7	BaseVar	507,736	44,029,470	568,762,580	9,331,350,000	96,889,000,000	0001481028	0000945699	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-11.2	0.163	2.61	3.86	4.48	0001481028	0000768251	0000724910
9	EconomicCapitalRatio	0.0000000000117	1.05	2.84	3.91	4.49	0001481028	0000768251	0000724910

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	-1.33	-0.487	0.114	0.419	0.625	0001210618	0000316793	0000724910
1	LiabilitiesNonCurrent	-1.78	-0.699	0.216	0.352	0.442	0001392522	0000890394	0001227930
2	remainder_Liabilities	-1.65	-0.599	0.131	0.249	0.301	0000791907	0000869986	0001227930
3	AssetsCurrent	-0.968	-0.485	-0.0311	0.415	0.580	0000907686	0000029002	0000882508
4	AssetsNonCurrent	-0.0586	-0.0329	-0.00541	0.0464	0.108	0001282631	0001081078	0000945436
5	IntangibleAssets	-0.349	-0.241	-0.0519	0.431	0.702	0001282631	0000730000	0001224370
6	PropertyPlantAndEquipmentNet	-0.295	-0.174	-0.0368	0.362	0.895	0000945436	0000310568	0001350102
7	remainder_Assets	-0.253	-0.170	-0.0443	0.222	0.561	0000907686	0000940332	0000915778
8	ResearchAndDevelopmentExpense	-0.592	-0.280	0.0367	0.170	0.199	0001350102	0000006281	0000050863
9	SellingGeneralAndAdministrativeExpense	-0.290	-0.149	0.0278	0.117	0.191	0000882508	0001487990	0000050863
10	AmortizationOfIntangibleAssets	-0.0870	-0.0270	0.00447	0.00607	0.00744	0000310568	0001001426	0001282631
11	remainder_Expenses	-0.509	-0.323	-0.00243	0.213	0.449	0000907686	0001481028	0000890394
12	remainder_Revenues	-0.534	-0.208	0.0400	0.306	0.577	0000890394	0000316793	0001040161
13	remainder_NetIncome	-0.351	-0.0507	0.0119	0.0453	0.123	0000850579	0001387467	0000887969
14	remainder_ComprehensiveNetIncome	-0.110	-0.0151	0.00159	0.00945	0.0276	0000887969	0001288469	0000771266

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.42	-1.02	0.289	0.836	1.12	0000945436	0000850579	0001227930
1	Assets	-1.03	-0.716	-0.0132	0.357	0.614	0000880446	0000833640	0000890394
2	Expenses	-0.770	-0.461	0.0409	0.277	0.397	0001282631	0001333822	0000724910
3	Revenues	-0.534	-0.208	0.0400	0.306	0.577	0000890394	0000316793	0001040161
4	StockholdersEquity	-2.45	-1.66	0.0436	1.45	2.04	0000880446	0000932111	0000724910
5	NetIncome	-0.640	-0.490	0.0726	0.322	0.432	0000790715	0000006951	0001294924
6	ComprehensiveNetIncome	-0.641	-0.494	0.0703	0.333	0.434	0000790715	0000006951	0001294924
7	BaseVar	0	0	0	0	0	0000002488	0000944739	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.55	-1.50	0.290	1.36	1.95	0001481028	0000768251	0000724910
9	EconomicCapitalRatio	-2.70	-1.65	0.134	1.20	1.79	0001481028	0000768251	0000724910

2013

Logs

error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001431959 0000065759
warning	61 × The stock price does not exist	industry.us_generic	0000316793 0000703360 0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000911160 0000913885 0000915778 0000932111 0000940332 0000945436 0001001426 0001036960 0001054374 0001081078 0001106851 0001130866 0001201663 0001224370 0001227930 0001294924 0001322705 0001337675 0001392522 0001394954 0001432150 0001431959 0000065759 0000872448 0001356104 0000867773 0000093205 0000791915 0000945699 0001094739 0001096325 0001102934 0001110647 0001160958 0001210618 0001227025 0000310568 0000808326 0001021604 0001046995 0001097864 0001175609 0001311241 0001481028 0001579910
warning	45 × Missing logo	subcommand.report	0000088941 0000316793 0000703360 0000703361 0000711065 0000724910 0000743988 0000753568 0000767920 0000768251 0000772406 0000790715 0000791907 0000827054 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000911160 0000913885 0000915778 0000932111 0000940332 0000945436 0001001426 0001036960 0001045810 0001054374 0001081078 0001106851 0001130866 0001201663 0001224370 0001227930 0001261694 0001280263 0001294924 0001322705 0001337675 0001392522 0001394954 0001432150 0001441634
warning	9 × Similarly named company. Duplicate?	None	0000711065 0000869986 0000911160 0001227930 0001394954 0001350102 0001102934 0001463101 0001507957
warning	5 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001261694 0001441634 0001325702 0001021604 0001507957
warning	3 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001350102 0000895419 0001604778
warning	3 × Ignoring company because Assets is zero	pre-agg	0001392522 0001097864 0001097864
warning	3 × Excluding company: variable exceeds outlier threshold	pre-agg	0000093205 0001481028 0001481028
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001431959 0000065759
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001350102
warning	1 × Ignoring company because Expenses is zero	pre-agg	0000065759

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	1,000,338	2,442,843	63,129,070	1,615,006,100	13,568,000,000	0001507957	0000808326	0000050863
1	LiabilitiesNonCurrent	0	0	3,589,918	1,490,974,100	6,779,000,000	0000002488	0000855658	0001392522
2	remainder_Liabilities	0	0	1,607,335	252,455,200	3,322,400,000	0000002488	0000940332	0000945436
3	AssetsCurrent	70,323	12,090,866	245,293,819	4,689,232,200	32,084,000,000	0000093205	0001294924	0000050863
4	AssetsNonCurrent	0	0	4,723,887	259,604,800	6,962,000,000	0000093205	0001224370	0000050863
5	IntangibleAssets	0	0	20,707,179	971,819,200	15,663,000,000	0000091668	0000817720	0000050863
6	PropertyPlantAndEquipmentNet	0	603,400	49,766,960	835,790,000	31,428,000,000	0000790715	0000808326	0000050863
7	remainder_Assets	0	0	10,294,458	1,628,691,300	6,221,000,000	0000056978	0001102934	0000050863
8	ResearchAndDevelopmentExpense	0	0	49,771,670	913,400,000	2,486,000,000	0000050863	0001130866	0001054374
9	SellingGeneralAndAdministrativeExpense	0	2,276,140	51,699,637	460,682,200	1,858,000,000	0000050863	0000711065	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	17,750,000	84,819,000	0000006281	0000890394	0000310568
11	remainder_Expenses	-18,665,548	6,613,788	175,251,164	3,439,596,200	43,408,000,000	0001350102	0000767920	0000050863
12	remainder_Revenues	6,104	11,896,364	299,018,265	5,197,115,900	52,708,000,000	0000093205	0001394954	0000050863
13	remainder_NetIncome	-699,000,000	-32,645,900	154,296	17,359,019	1,205,000,000	0001392522	0001111928	0000723125
14	remainder_ComprehensiveNetIncome	-47,330,000	-13,774,300	0	21,683,000	1,642,000,000	0000827054	0001507957	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,000,338	2,976,406	93,209,070	4,709,278,000	13,568,000,000	0001507957	0001175609	0000050863
1	Assets	550,395	18,129,100	361,931,383	6,863,201,800	92,358,000,000	0000093205	0000854701	0000050863
2	Expenses	744,233	18,396,066	317,155,587	5,260,471,700	43,408,000,000	0000093205	0001227025	0000050863
3	Revenues	6,104	11,896,364	299,018,265	5,197,115,900	52,708,000,000	0000093205	0001394954	0000050863
4	StockholdersEquity	-4,594,000,000	5,587,972	273,279,983	5,366,377,400	78,790,000,000	0001392522	0001227930	0000050863
5	NetIncome	-613,900,000	-100,506,000	-1,399,262	545,553,600	9,620,000,000	0000945436	0001158114	0000050863
6	ComprehensiveNetIncome	-613,900,000	-100,289,800	-1,053,775	550,193,200	11,262,000,000	0000945436	0001158114	0000050863
7	BaseVar	1,587,011	38,970,520	541,554,359	9,568,795,000	102,002,000,000	0000093205	0001175609	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-4.18	0.0325	2.68	3.80	4.47	0001398805	0001036960	0000724910
9	EconomicCapitalRatio	0.0269	0.923	2.90	3.85	4.49	0001398805	0001036960	0000724910

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	-1.11	-0.537	0.159	0.554	0.721	0000791907	0000880177	0001227930
1	LiabilitiesNonCurrent	-1.74	-0.707	0.204	0.355	0.448	0001392522	0000808326	0000772406
2	remainder_Liabilities	-1.40	-0.653	0.138	0.247	0.303	0000880446	0001040161	0001227930
3	AssetsCurrent	-0.669	-0.444	-0.0476	0.432	1.13	0001224370	0000004127	0001507957
4	AssetsNonCurrent	-0.0551	-0.0315	-0.00507	0.0563	0.213	0001463101	0001111928	0001394954
5	IntangibleAssets	-0.391	-0.236	-0.0468	0.323	0.694	0001282631	0001398805	0001081078
6	PropertyPlantAndEquipmentNet	-0.407	-0.230	-0.0341	0.352	1.46	0001282631	0000771266	0001350102
7	remainder_Assets	-0.274	-0.181	-0.0471	0.161	0.690	0001282631	0001432150	0000915778
8	ResearchAndDevelopmentExpense	-0.640	-0.282	0.0246	0.150	0.202	0000711065	0001039399	0000091668
9	SellingGeneralAndAdministrativeExpense	-2.15	-0.128	0.0294	0.118	0.191	0001350102	0000316793	0000050863
10	AmortizationOfIntangibleAssets	-0.0735	-0.00715	0.00311	0.00526	0.00603	0000310568	0000724910	0001463101
11	remainder_Expenses	-0.731	-0.395	-0.00590	0.251	1.35	0000940332	0001054374	0001350102
12	remainder_Revenues	-0.546	-0.329	0.0317	0.372	0.585	0001507957	0001081078	0000772406
13	remainder_NetIncome	-0.0832	-0.0400	0.000889	0.0360	0.199	0001261694	0001094739	0000771266
14	remainder_ComprehensiveNetIncome	-0.0350	-0.0137	-0.00178	0.0154	0.0760	0001350102	0000703361	0000703360

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.67	-0.870	0.323	0.971	1.16	0000945436	0001350102	0001227930
1	Assets	-1.15	-0.626	-0.0259	0.326	0.605	0001224370	0001280263	0000890394
2	Expenses	-0.924	-0.468	-0.00372	0.264	0.422	0000940332	0001001426	0000724910
3	Revenues	-0.546	-0.329	0.0317	0.372	0.585	0001507957	0001081078	0000772406
4	StockholdersEquity	-2.32	-1.54	0.0581	1.43	2.14	0001463101	0000854701	0000724910
5	NetIncome	-0.900	-0.534	0.0785	0.294	0.434	0001507957	0000006951	0000772406
6	ComprehensiveNetIncome	-0.902	-0.535	0.0771	0.292	0.431	0001507957	0000753568	0000772406
7	BaseVar	0	0	0	0	0	0000002488	0000945699	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.57	-1.67	0.300	1.26	1.89	0001398805	0001036960	0000724910
9	EconomicCapitalRatio	-2.67	-1.77	0.202	1.16	1.80	0001398805	0001036960	0000724910

2014

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001494162
warning	51 × The stock price does not exist	industry.us_generic	0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000854701 0000872448 0000880446 0000887969 0000915778 0000932111 0000945436 0001001426 0001036960 0001054374 0001081078 0001096325 0001106851 0001201663 0001227930 0001294924 0001322705 0001337675 0001432150 0001356104 0001571636 0000093205 0000945699 0001094739 0001102934 0001160958 0001227025 0001311241 0000310568 0000808326 0001021604 0001046995 0001175609 0001481028 0001579910 0000791915 0001110647 0001210618 0001392522 0000065759 0000867773 0001097864 0001431959
warning	35 × Missing logo	subcommand.report	0000088941 0000703361 0000711065 0000724910 0000743988 0000753568 0000767920 0000768251 0000772406 0000790715 0000791907 0000854701 0000872448 0000880446 0000887969 0000915778 0000932111 0000945436 0001001426 0001036960 0001045810 0001054374 0001081078 0001096325 0001106851 0001201663 0001227930 0001261694 0001280263 0001294924 0001322705 0001337675 0001432150 0001441634 0001604778
warning	27 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000703361 0000711065 0000743988 0000753568 0000790715 0000872448 0000887969 0001036960 0001081078 0001096325 0001261694 0001294924 0001432150 0001441634 0001356104 0000886328 0000743316 0000940332 0000945699 0001094739 0001160958 0001311241 0001325702 0001395848 0000310568 0001175609 0001579910
warning	7 × Similarly named company. Duplicate?	None	0000711065 0001227930 0001350102 0001102934 0001463101 0001431959 0001507957
warning	5 × Excluding company: variable exceeds outlier threshold	pre-agg	0001571636 0000093205 0000093205 0001481028 0001481028
warning	3 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001604778 0001350102 0000895419
warning	2 × Ignoring company because Assets is zero	pre-agg	0001392522 0001097864
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001494162
warning	1 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0000002488
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810
warning	1 × Ignoring company because Expenses is zero	pre-agg	0000065759

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	2,032,559	71,195,268	1,478,500,000	16,019,000,000	0000945436	0000808326	0000050863
1	LiabilitiesNonCurrent	0	0	3,873,095	1,659,116,100	6,057,000,000	0000002488	0000772406	0000723125
2	remainder_Liabilities	0	0	1,741,807	354,585,650	10,015,200,000	0000002488	0001021604	0000945436
3	AssetsCurrent	1,179,577	13,289,875	270,923,512	5,265,448,850	27,730,000,000	0001431959	0000767920	0000050863
4	AssetsNonCurrent	0	0	4,594,926	294,390,150	8,584,000,000	0000724910	0000790715	0000050863
5	IntangibleAssets	0	0	30,702,968	2,993,246,000	15,307,000,000	0000091668	0001337675	0000050863
6	PropertyPlantAndEquipmentNet	0	386,482	58,694,883	1,243,506,400	33,238,000,000	0000790715	0000854701	0000050863
7	remainder_Assets	0	0	11,108,141	1,899,677,450	7,998,100,000	0000002488	0001102934	0000945436
8	ResearchAndDevelopmentExpense	0	0	52,781,283	1,164,341,900	2,373,000,000	0000050863	0001111928	0001054374
9	SellingGeneralAndAdministrativeExpense	0	2,688,125	55,471,623	579,300,000	1,843,000,000	0000050863	0001261694	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	25,942,000	197,000,000	0000006951	0000810136	0001441634
11	remainder_Expenses	220,992	5,397,449	219,798,740	4,339,800,000	44,620,000,000	0001579910	0000854701	0000050863
12	remainder_Revenues	0	7,505,500	340,187,438	6,528,700,000	55,870,000,000	0001431959	0001463101	0000050863
13	remainder_NetIncome	-776,300,000	-38,869,300	0	27,477,200	454,000,000	0000945436	0000817720	0000050863
14	remainder_ComprehensiveNetIncome	-577,000,000	-39,050,000	-86,981	4,506,350	75,916,000	0000050863	0001160958	0001274494

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	773,436	3,040,943	111,735,438	5,985,700,000	16,019,000,000	0001579910	0000945699	0000050863
1	Assets	2,374,468	15,969,481	452,050,168	11,839,720,000	91,956,000,000	0001398805	0000833640	0000050863
2	Expenses	3,531,855	12,666,889	328,170,250	6,519,450,000	44,620,000,000	0001398805	0000945699	0000050863
3	Revenues	0	7,505,500	340,187,438	6,528,700,000	55,870,000,000	0001431959	0001463101	0000050863
4	StockholdersEquity	-18,502,000	10,772,843	276,948,848	6,852,308,700	75,937,000,000	0001325702	0001387467	0000050863
5	NetIncome	-1,272,400,000	-104,811,800	3,235,447	637,952,200	11,704,000,000	0000945436	0000915778	0000050863
6	ComprehensiveNetIncome	-1,272,400,000	-99,745,950	2,604,780	624,029,000	11,127,000,000	0000945436	0000915778	0000050863
7	BaseVar	5,272,456	27,826,703	593,207,368	14,329,390,000	104,748,000,000	0001398805	0000833640	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-5.58	0.432	2.46	3.68	4.48	0001350102	0000006281	0000724910
9	EconomicCapitalRatio	0.00174	1.28	2.73	3.74	4.50	0001350102	0000006281	0000724910

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	-0.958	-0.619	0.0678	0.396	0.628	0001210618	0001045810	0000724910
1	LiabilitiesNonCurrent	-1.33	-0.933	0.207	0.348	0.409	0001493594	0001507957	0000772406
2	remainder_Liabilities	-2.81	-0.410	0.125	0.238	0.293	0000945436	0001322705	0000772406
3	AssetsCurrent	-0.691	-0.485	-0.0420	0.397	1.12	0001463101	0001387467	0001579910
4	AssetsNonCurrent	-0.0664	-0.0277	-0.00702	0.0678	0.176	0001463101	0001126741	0000791915
5	IntangibleAssets	-0.357	-0.234	-0.0578	0.454	0.718	0001463101	0001579910	0001441634
6	PropertyPlantAndEquipmentNet	-0.296	-0.223	-0.0289	0.284	0.740	0000880446	0001126741	0001047127
7	remainder_Assets	-0.322	-0.198	-0.0560	0.225	1.99	0001463101	0001045810	0001431959
8	ResearchAndDevelopmentExpense	-0.728	-0.318	0.0307	0.146	0.227	0000890394	0001227025	0001275014
9	SellingGeneralAndAdministrativeExpense	-0.395	-0.197	0.0199	0.111	0.173	0001507957	0001294924	0000050863
10	AmortizationOfIntangibleAssets	-0.0732	-0.0179	0.00315	0.00503	0.00619	0000310568	0000753568	0001463101
11	remainder_Expenses	-0.830	-0.340	0.00826	0.276	0.480	0001350102	0000915778	0001261694
12	remainder_Revenues	-0.657	-0.338	0.0512	0.375	0.646	0001579910	0001322705	0001463101
13	remainder_NetIncome	-0.359	-0.0601	0.0105	0.0429	0.291	0001579910	0001201663	0001110647
14	remainder_ComprehensiveNetIncome	-0.139	-0.0170	0.00352	0.00811	0.0289	0001111928	0001096325	0000945699

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.63	-0.907	0.229	0.859	1.01	0000945436	0000002488	0000724910
1	Assets	-1.11	-0.770	-0.0344	0.353	0.689	0001463101	0001261694	0001431959
2	Expenses	-0.934	-0.471	0.0182	0.266	0.508	0001350102	0001280263	0001261694
3	Revenues	-0.657	-0.338	0.0512	0.375	0.646	0001579910	0001322705	0001463101
4	StockholdersEquity	-2.77	-1.66	-0.0324	1.22	2.18	0001463101	0001294924	0000724910
5	NetIncome	-2.60	-0.599	0.100	0.334	0.618	0001350102	0001158114	0001261694
6	ComprehensiveNetIncome	-2.81	-0.592	0.102	0.312	0.621	0001350102	0000767920	0001261694
7	BaseVar	0	0	0	0	0	0000002488	0001036960	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.58	-1.30	0.144	1.16	1.91	0001350102	0000006281	0000724910
9	EconomicCapitalRatio	-2.67	-1.39	0.0546	1.07	1.82	0001350102	0000006281	0000724910

2015

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001631547 0001631547 0001494162
warning	34 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000703361 0000711065 0000743988 0000753568 0000790715 0000872448 0000886328 0000887969 0000940332 0001036960 0001081078 0001096325 0001261694 0001294924 0001432150 0001441634 0001356104 0000791907 0000791915 0000945699 0001058057 0001094739 0001110647 0001175609 0001311241 0001395848 0001579910 0001649338 0001649345 0001651235 0001690666 0000310568 0000743316 0001160958
warning	22 × Missing logo	subcommand.report	0000088941 0000703361 0000711065 0000724910 0000743988 0000753568 0000772406 0000790715 0000872448 0000886328 0000887969 0000940332 0001036960 0001045810 0001081078 0001096325 0001261694 0001280263 0001294924 0001432150 0001441634 0001604778
warning	10 × The stock price does not exist	industry.us_generic	0001102934 0001227025 0000093205 0000808326 0000867773 0001046995 0001481028 0001571636 0001634447 0001021604
warning	6 × Excluding company: variable exceeds outlier threshold	pre-agg	0000093205 0000093205 0001481028 0001481028 0001571636 0001571636
warning	4 × Similarly named company. Duplicate?	None	0000711065 0001102934 0001350102 0001507957
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001631547 0001494162
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001350102
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810

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	297,052	2,305,679	69,421,782	1,691,000,000	15,667,000,000	0000886328	0001493594	0000050863
1	LiabilitiesNonCurrent	0	0	8,797,672	1,939,339,500	6,950,000,000	0000002488	0000855658	0000723125
2	remainder_Liabilities	0	0	1,898,038	478,304,250	1,398,000,000	0000002488	0000889971	0001045810
3	AssetsCurrent	1,360,088	8,275,570	333,120,572	6,053,250,000	40,356,000,000	0001398805	0001294924	0000050863
4	AssetsNonCurrent	0	13,250	9,446,822	248,019,500	9,626,000,000	0000724910	0000855658	0000050863
5	IntangibleAssets	0	0	73,490,238	2,681,032,250	15,265,000,000	0000091668	0001160958	0000050863
6	PropertyPlantAndEquipmentNet	0	796,250	60,131,368	1,739,754,250	31,858,000,000	0000790715	0001227025	0000050863
7	remainder_Assets	0	0	9,429,645	2,179,828,000	5,960,000,000	0000002488	0001051627	0000050863
8	ResearchAndDevelopmentExpense	0	923,480	65,439,110	1,300,000,000	12,128,000,000	0000091668	0000790715	0000050863
9	SellingGeneralAndAdministrativeExpense	0	3,641,769	75,140,850	544,250,000	7,930,000,000	0001398805	0001463101	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	47,204,500	249,000,000	0000006951	0000724910	0001441634
11	remainder_Expenses	-107,963,000	3,544,504	215,038,500	4,245,250,000	24,087,000,000	0000917273	0001102934	0000050863
12	remainder_Revenues	0	4,357,477	369,117,190	7,534,750,000	55,355,000,000	0001579910	0001294924	0000050863
13	remainder_NetIncome	-77,197,000	-21,970,250	0	34,500,000	474,000,000	0001047127	0000886328	0000723125
14	remainder_ComprehensiveNetIncome	-606,000,000	-31,837,750	-137,118	1,558,250	34,835,000	0000050863	0000724910	0001325702

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	297,052	2,305,679	131,416,148	5,979,500,000	15,667,000,000	0000886328	0000056978	0000050863
1	Assets	1,906,147	13,374,880	507,829,130	11,771,000,000	103,065,000,000	0001398805	0000855658	0000050863
2	Expenses	2,523,530	12,901,064	366,668,262	6,166,750,000	44,145,000,000	0000886328	0001294924	0000050863
3	Revenues	0	4,357,477	369,117,190	7,534,750,000	55,355,000,000	0001579910	0001294924	0000050863
4	StockholdersEquity	-62,330,000	7,616,733	392,504,740	6,533,120,000	87,398,000,000	0001325702	0001493594	0000050863
5	NetIncome	-660,000,000	-55,216,500	13,146,287	1,367,250,000	11,420,000,000	0000002488	0000724910	0000050863
6	ComprehensiveNetIncome	-663,000,000	-50,874,250	4,830,230	1,346,000,000	10,814,000,000	0000002488	0000029002	0000050863
7	BaseVar	3,561,456	19,483,180	662,996,310	15,913,375,000	109,524,000,000	0000886328	0001175609	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-1.89	0.547	2.40	3.79	4.52	0001398805	0001094739	0000724910
9	EconomicCapitalRatio	0.437	1.39	2.68	3.84	4.53	0001398805	0001094739	0000724910

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	-0.871	-0.432	0.0899	0.328	0.595	0001398805	0001311241	0000724910
1	LiabilitiesNonCurrent	-1.22	-0.888	0.215	0.405	0.456	0001493594	0001158114	0000886328
2	remainder_Liabilities	-1.26	-0.529	0.108	0.215	0.259	0001160958	0001579910	0000886328
3	AssetsCurrent	-0.751	-0.454	-0.0318	0.335	0.752	0001463101	0001038074	0001507957
4	AssetsNonCurrent	-0.0678	-0.0362	-0.00793	0.0610	0.166	0000940332	0001274494	0000872448
5	IntangibleAssets	-0.470	-0.266	-0.0508	0.450	0.662	0001463101	0001039065	0000890394
6	PropertyPlantAndEquipmentNet	-0.284	-0.210	-0.0351	0.438	0.745	0001463101	0000940332	0001333822
7	remainder_Assets	-0.266	-0.143	-0.0401	0.149	0.339	0001463101	0000088941	0001274494
8	ResearchAndDevelopmentExpense	-0.682	-0.345	0.0349	0.139	0.231	0000890394	0001094739	0000091668
9	SellingGeneralAndAdministrativeExpense	-0.478	-0.212	0.0223	0.101	0.146	0001579910	0000091668	0000004127
10	AmortizationOfIntangibleAssets	-0.0662	-0.0288	0.00456	0.00674	0.00935	0001261694	0001081078	0000940332
11	remainder_Expenses	-0.666	-0.379	0.00152	0.228	0.520	0000940332	0000097476	0000917273
12	remainder_Revenues	-0.704	-0.354	0.0169	0.327	0.485	0001579910	0000050863	0000940332
13	remainder_NetIncome	-0.380	-0.0238	0.00413	0.0240	0.631	0001350102	0001111928	0000808326
14	remainder_ComprehensiveNetIncome	-0.0805	-0.0311	0.00428	0.0103	0.0259	0000945699	0000890394	0000887969

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.09	-0.838	0.102	0.823	1.05	0001081078	0000790715	0001261694
1	Assets	-1.18	-0.648	-0.00438	0.307	0.464	0001463101	0000006951	0000890394
2	Expenses	-1.14	-0.479	0.0508	0.279	0.459	0000940332	0000895419	0000917273
3	Revenues	-0.704	-0.354	0.0169	0.327	0.485	0001579910	0000050863	0000940332
4	StockholdersEquity	-2.78	-1.53	-0.103	1.14	2.14	0001463101	0001102934	0000724910
5	NetIncome	-1.55	-0.762	0.0901	0.354	0.680	0001579910	0001158114	0000808326
6	ComprehensiveNetIncome	-1.55	-0.757	0.0818	0.360	0.678	0001579910	0001039399	0000808326
7	BaseVar	0	0	0	0	0	0000002488	0001038074	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.20	-1.25	0.0475	1.21	1.90	0001398805	0001094739	0000724910
9	EconomicCapitalRatio	-2.27	-1.32	-0.0263	1.14	1.83	0001398805	0001094739	0000724910

2016

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001631547
warning	27 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000703361 0000743988 0000790715 0000791907 0000887969 0001058057 0001096325 0001432150 0001649338 0001649345 0001356104 0001160958 0000791915 0001094739 0001110647 0001175609 0001311241 0001370702 0001395848 0001494162 0001579910 0001651235 0001690666 0000310568 0000743316 0001316016 0000945699
warning	16 × Missing logo	subcommand.report	0000088941 0000703361 0000724910 0000743988 0000772406 0000790715 0000791907 0000887969 0001045810 0001058057 0001096325 0001280263 0001432150 0001604778 0001649338 0001649345
warning	11 × The stock price does not exist	industry.us_generic	0000808326 0001102934 0001227025 0001419612 0000093205 0000867773 0001046995 0001481028 0001556898 0001634447 0001571636
warning	5 × Similarly named company. Duplicate?	None	0001649345 0001102934 0001651235 0001350102 0001507957
warning	4 × Excluding company: variable exceeds outlier threshold	pre-agg	0000093205 0001481028 0001481028 0001571636
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001350102
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001494162
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000065759
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000912093

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	2,417,820	105,521,794	3,078,000,000	20,302,000,000	0001634447	0000703361	0000050863
1	LiabilitiesNonCurrent	0	0	12,641,035	3,159,800,000	24,481,000,000	0000002488	0000056978	0001649338
2	remainder_Liabilities	0	0	6,041,727	540,750,000	1,237,143,000	0000002488	0001126741	0000867773
3	AssetsCurrent	8,341	9,461,147	403,887,334	7,174,800,000	35,508,000,000	0001634447	0001102934	0000050863
4	AssetsNonCurrent	0	13,600	9,459,188	462,700,000	11,875,000,000	0000724910	0001463101	0000050863
5	IntangibleAssets	0	0	114,623,627	3,961,650,000	39,800,000,000	0000724910	0001275014	0001649338
6	PropertyPlantAndEquipmentNet	0	592,206	97,261,307	2,509,450,000	36,171,000,000	0000790715	0001493594	0000050863
7	remainder_Assets	0	0	11,223,140	1,865,930,250	6,180,000,000	0000056978	0001058057	0000050863
8	ResearchAndDevelopmentExpense	0	2,471,400	77,145,991	1,551,550,000	12,740,000,000	0001398805	0001111928	0000050863
9	SellingGeneralAndAdministrativeExpense	0	5,374,047	92,166,093	806,000,000	8,397,000,000	0001398805	0000917273	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	105,330,250	1,873,000,000	0000002488	0000703361	0001649338
11	remainder_Expenses	0	5,026,533	268,871,077	7,250,100,000	27,996,000,000	0001420520	0001463101	0000050863
12	remainder_Revenues	0	1,729,564	486,889,575	12,525,150,000	59,387,000,000	0001420520	0000088941	0000050863
13	remainder_NetIncome	-225,000,000	-72,329,800	-148,846	63,200,000	223,383,000	0001649338	0000882508	0001274494
14	remainder_ComprehensiveNetIncome	-49,000,000	-15,248,850	0	20,199,100	65,800,000	0000723125	0000867773	0000912093

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,031,000	2,451,634	205,378,258	8,457,150,000	28,090,000,000	0001420520	0001039399	0001649338
1	Assets	2,057,590	15,230,664	848,492,262	18,097,350,000	113,327,000,000	0001398805	0000088941	0000050863
2	Expenses	848	15,039,665	476,664,192	10,392,050,000	49,133,000,000	0001634447	0000855658	0000050863
3	Revenues	0	1,729,564	486,889,575	12,525,150,000	59,387,000,000	0001420520	0000088941	0000050863
4	StockholdersEquity	-72,114,000	1,025,650	519,579,625	10,841,250,000	93,025,000,000	0001325702	0001039065	0000050863
5	NetIncome	-1,861,000,000	-398,517,300	1,839,652	881,694,400	10,316,000,000	0001649338	0001432150	0000050863
6	ComprehensiveNetIncome	-1,800,000,000	-396,290,800	542,724	881,694,400	10,362,000,000	0001649338	0000889971	0000050863
7	BaseVar	7,004,650	21,199,627	1,019,519,288	24,582,250,000	121,128,500,000	0001398805	0000810136	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-3.57	-0.368	2.21	3.81	4.48	0001350102	0000945699	0000724910
9	EconomicCapitalRatio	0.0693	0.868	2.55	3.86	4.49	0001350102	0000945699	0000724910

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	-0.603	-0.477	0.0553	0.441	0.697	0001045810	0000912093	0000004127
1	LiabilitiesNonCurrent	-1.44	-0.955	0.247	0.484	0.587	0001649338	0001058057	0000004127
2	remainder_Liabilities	-0.945	-0.670	0.0968	0.276	0.358	0000703361	0001039065	0001288469
3	AssetsCurrent	-0.642	-0.431	-0.0408	0.501	1.72	0001463101	0001096325	0001420520
4	AssetsNonCurrent	-0.0506	-0.0348	-0.00570	0.0488	0.0816	0000890394	0001047127	0000050863
5	IntangibleAssets	-0.548	-0.445	-0.0785	0.723	1.10	0001463101	0000790715	0001649338
6	PropertyPlantAndEquipmentNet	-0.284	-0.186	-0.0289	0.332	0.850	0000890394	0000310568	0000723125
7	remainder_Assets	-0.275	-0.167	-0.0514	0.259	3.21	0000890394	0000808326	0001634447
8	ResearchAndDevelopmentExpense	-0.593	-0.337	0.0366	0.140	0.199	0000890394	0000833640	0001275014
9	SellingGeneralAndAdministrativeExpense	-0.562	-0.240	0.0340	0.103	0.155	0001579910	0000895419	0000004127
10	AmortizationOfIntangibleAssets	-0.0577	-0.0295	0.00450	0.00692	0.00825	0000310568	0001102934	0001040161
11	remainder_Expenses	-1.32	-0.400	0.00943	0.257	0.407	0001410172	0000833640	0001579910
12	remainder_Revenues	-0.586	-0.449	0.0361	0.435	0.565	0001579910	0001102934	0001040161
13	remainder_NetIncome	-0.154	-0.0163	0.00965	0.0461	0.0760	0001350102	0001039065	0000808326
14	remainder_ComprehensiveNetIncome	-0.0372	-0.0159	0.000244	0.00749	0.0598	0001051627	0001420520	0000912093

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.07	-0.880	0.164	0.910	1.31	0000867773	0001058057	0000004127
1	Assets	-1.28	-0.743	-0.00703	0.269	0.649	0001463101	0001039399	0001420520
2	Expenses	-1.13	-0.618	0.0594	0.240	0.481	0001410172	0001038074	0001634447
3	Revenues	-0.586	-0.449	0.0361	0.435	0.565	0001579910	0001102934	0001040161
4	StockholdersEquity	-2.53	-1.66	-0.103	1.48	2.18	0001463101	0001039399	0001634447
5	NetIncome	-1.61	-0.896	0.116	0.393	0.606	0001410172	0001432150	0000004127
6	ComprehensiveNetIncome	-1.61	-0.884	0.113	0.391	0.606	0001410172	0000895419	0000004127
7	BaseVar	0	0	0	0	0	0000002488	0001045810	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.38	-1.58	0.0959	1.41	2.04	0001350102	0000945699	0000724910
9	EconomicCapitalRatio	-2.47	-1.67	0.00862	1.32	1.96	0001350102	0000945699	0000724910

2017

Logs

warning	20 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000703361 0000743988 0000790715 0001058057 0001356104 0000791915 0001094739 0001160958 0001311241 0001370702 0001395848 0001651235 0001690666 0000743316 0001316016 0001494162 0001579910 0001110647 0001175609 0000310568
warning	13 × The stock price does not exist	industry.us_generic	0001021604 0000867773 0001046995 0001102934 0001227025 0001730168 0000093205 0000808326 0001481028 0001556898 0001634447 0001715768 0001419612
warning	8 × Missing logo	subcommand.report	0000088941 0000703361 0000743988 0000790715 0001045810 0001058057 0001280263 0001604778
warning	4 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000855658 0000912093 0000912093 0001046995
warning	3 × Similarly named company. Duplicate?	None	0001102934 0001350102 0001507957
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001730168 0001494162 0001419612
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001350102
warning	2 × Excluding company: variable exceeds outlier threshold	pre-agg	0001481028 0001481028

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	630,394	1,668,908	107,122,728	1,905,500,000	17,421,000,000	0000093205	0001493594	0000050863
1	LiabilitiesNonCurrent	0	0	17,931,488	3,417,575,000	10,511,000,000	0000002488	0000833640	0000723125
2	remainder_Liabilities	0	0	2,006,152	665,195,500	1,707,255,000	0000002488	0000810136	0000006281
3	AssetsCurrent	39,889	6,729,149	423,170,350	8,585,500,000	29,500,000,000	0001634447	0000088941	0000050863
4	AssetsNonCurrent	0	14,250	7,640,395	284,080,000	11,314,000,000	0000093205	0001158114	0000050863
5	IntangibleAssets	0	0	106,897,385	3,625,857,750	37,134,000,000	0000093205	0001111928	0000050863
6	PropertyPlantAndEquipmentNet	0	186,334	74,460,492	2,375,325,000	41,109,000,000	0000790715	0000703361	0000050863
7	remainder_Assets	0	0	9,080,087	1,207,000,000	4,192,000,000	0000743316	0000889971	0000050863
8	ResearchAndDevelopmentExpense	0	934,250	75,872,525	1,474,250,000	13,098,000,000	0000093205	0000029002	0000050863
9	SellingGeneralAndAdministrativeExpense	0	4,453,500	87,012,322	704,034,500	7,474,000,000	0001398805	0000833640	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	114,875,000	297,351,000	0000002488	0000029002	0000006281
11	remainder_Expenses	-14,000	1,694,854	295,219,940	4,776,250,000	35,004,000,000	0001579910	0001356104	0000050863
12	remainder_Revenues	0	650,295	526,003,698	8,816,750,000	62,761,000,000	0001634447	0000088941	0000050863
13	remainder_NetIncome	-226,649,000	-83,148,750	-337,578	55,971,250	2,416,000,000	0000006281	0001652535	0000050863
14	remainder_ComprehensiveNetIncome	-102,400,000	-13,512,500	0	54,000,000	756,000,000	0000912093	0000743316	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	630,394	1,918,898	248,760,310	7,996,250,000	17,421,000,000	0000093205	0000056978	0000050863
1	Assets	213,868	16,644,247	746,203,348	18,086,250,000	123,249,000,000	0000093205	0001288469	0000050863
2	Expenses	54,371	12,906,239	455,123,378	6,782,500,000	55,576,000,000	0001634447	0001110647	0000050863
3	Revenues	0	650,295	526,003,698	8,816,750,000	62,761,000,000	0001634447	0000088941	0000050863
4	StockholdersEquity	-39,637,000	-1,643,894	480,669,098	9,552,135,000	105,828,000,000	0001325702	0001651235	0000050863
5	NetIncome	-1,092,910,000	-85,116,750	5,759,639	2,108,000,000	9,601,000,000	0000867773	0000889971	0000050863
6	ComprehensiveNetIncome	-1,092,910,000	-81,419,750	8,028,494	2,111,750,000	10,357,000,000	0000867773	0000808326	0000050863
7	BaseVar	519,436	19,767,866	1,044,566,096	22,042,843,750	131,089,500,000	0000093205	0001288469	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-2.97	-0.561	2.05	3.71	4.14	0001350102	0001045810	0001556898
9	EconomicCapitalRatio	0.151	0.824	2.44	3.77	4.17	0001350102	0001045810	0001556898

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	-1.39	-0.435	0.175	0.441	1.11	0000093205	0000889971	0001556898
1	LiabilitiesNonCurrent	-1.40	-0.957	0.207	0.481	0.807	0000743316	0000791915	0001556898
2	remainder_Liabilities	-1.42	-0.880	0.130	0.282	0.492	0001160958	0000882508	0001556898
3	AssetsCurrent	-0.554	-0.453	-0.0646	0.638	1.88	0001325702	0000703361	0001420520
4	AssetsNonCurrent	-0.0728	-0.0204	-0.00540	0.0412	0.0700	0001438423	0000912093	0000002488
5	IntangibleAssets	-0.626	-0.360	-0.0682	0.752	1.28	0001438423	0001126741	0000006281
6	PropertyPlantAndEquipmentNet	-0.254	-0.183	-0.0418	0.391	0.897	0001438423	0001690666	0001047127
7	remainder_Assets	-0.310	-0.145	-0.0481	0.147	3.35	0001438423	0000833640	0001634447
8	ResearchAndDevelopmentExpense	-0.577	-0.343	0.0245	0.138	0.205	0001438423	0000743316	0001275014
9	SellingGeneralAndAdministrativeExpense	-0.488	-0.251	0.0251	0.107	0.148	0001420520	0000895419	0000004127
10	AmortizationOfIntangibleAssets	-0.163	-0.0166	0.00496	0.00782	0.0109	0001690666	0001039065	0001556898
11	remainder_Expenses	-0.685	-0.358	-0.00217	0.218	0.352	0001275014	0001604778	0001579910
12	remainder_Revenues	-0.623	-0.436	0.0443	0.391	0.748	0001420520	0000743988	0001556898
13	remainder_NetIncome	-0.123	-0.0367	0.00777	0.0308	0.175	0001579910	0000002488	0000912093
14	remainder_ComprehensiveNetIncome	-0.0806	-0.00489	-0.000747	0.0167	0.0658	0000912093	0001282631	0001111928

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.05	-0.680	0.158	0.963	1.83	0000867773	0001604778	0001556898
1	Assets	-1.18	-0.915	-0.00306	0.393	0.654	0001282631	0001045810	0001634447
2	Expenses	-0.654	-0.379	0.0393	0.205	0.455	0001438423	0000093205	0001634447
3	Revenues	-0.623	-0.436	0.0443	0.391	0.748	0001420520	0000743988	0001556898
4	StockholdersEquity	-2.22	-1.60	0.0348	1.45	2.05	0001282631	0001094739	0001634447
5	NetIncome	-1.13	-0.608	0.0906	0.334	0.479	0001579910	0001039065	0000004127
6	ComprehensiveNetIncome	-1.13	-0.609	0.0932	0.358	0.477	0001579910	0000029002	0000004127
7	BaseVar	0	0	0	0	0	0000002488	0001051627	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.23	-1.56	0.0521	1.38	1.79	0001350102	0001045810	0001556898
9	EconomicCapitalRatio	-2.32	-1.65	-0.0339	1.30	1.70	0001350102	0001045810	0001556898

2018

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	17 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000743988 0001058057 0001356104 0000791915 0001160958 0001395848 0001651235 0001690666 0000743316 0001451809 0001494162 0001579910 0001781405 0001094739 0001311241 0001370702 0001316016
warning	13 × The stock price does not exist	industry.us_generic	0001481028 0000867773 0001021604 0001046995 0001102934 0001227025 0001419612 0001730168 0000808326 0001556898 0001634447 0000093205 0001715768
warning	7 × Missing logo	subcommand.report	0000088941 0000743988 0000827054 0001045810 0001058057 0001280263 0001604778
warning	7 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000833640 0000855658 0000912093 0000912093 0001046995 0001046995 0001275014
warning	4 × Similarly named company. Duplicate?	None	0001102934 0001280452 0001350102 0001507957
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001730168 0001730168
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001350102
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001275014
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001481028

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	61,565	1,341,198	87,855,840	2,108,720,000	16,626,000,000	0001715768	0001652535	0000050863
1	LiabilitiesNonCurrent	0	0	12,373,130	3,167,120,000	7,088,190,000	0000002488	0001094739	0000006281
2	remainder_Liabilities	0	0	644,504	565,948,600	1,557,000,000	0000002488	0000810136	0000006951
3	AssetsCurrent	4,496	866,340	397,957,522	8,328,600,000	28,787,000,000	0001715768	0001690666	0000050863
4	AssetsNonCurrent	0	0	6,855,399	324,280,400	7,809,000,000	0001021604	0001158114	0000050863
5	IntangibleAssets	0	0	60,176,856	3,657,000,000	36,349,000,000	0000093205	0001463101	0000050863
6	PropertyPlantAndEquipmentNet	0	61,771	76,114,219	2,569,769,600	48,976,000,000	0001634447	0000056978	0000050863
7	remainder_Assets	0	0	6,915,087	1,328,049,600	6,042,000,000	0000093205	0000833640	0000050863
8	ResearchAndDevelopmentExpense	0	0	70,587,159	1,606,600,000	13,543,000,000	0000093205	0000833640	0000050863
9	SellingGeneralAndAdministrativeExpense	0	150,461	72,729,455	813,400,000	6,750,000,000	0000743316	0001325702	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	22,373,400	428,902,000	0000002488	0001058057	0000006281
11	remainder_Expenses	0	106,932	252,787,655	4,723,800,000	29,503,000,000	0001507957	0001039399	0000050863
12	remainder_Revenues	0	197,619	406,207,647	10,928,000,000	70,848,000,000	0000743316	0001690666	0000050863
13	remainder_NetIncome	-289,000,000	-76,303,200	242,277	100,239,600	1,617,558,000	0000723125	0001652535	0000743316
14	remainder_ComprehensiveNetIncome	-85,694,000	-35,428,000	-3,122	2,925,600	105,263,000	0001111928	0001682149	0000867773

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	61,565	1,583,900	206,048,836	8,406,647,800	16,626,000,000	0001715768	0000810136	0000050863
1	Assets	4,496	5,022,003	673,183,496	17,264,200,000	127,963,000,000	0001715768	0001616533	0000050863
2	Expenses	44,429	6,169,525	424,886,432	7,382,800,000	49,796,000,000	0001715768	0000855658	0000050863
3	Revenues	0	197,619	406,207,647	10,928,000,000	70,848,000,000	0000743316	0001690666	0000050863
4	StockholdersEquity	-149,886,000	-3,928,159	400,323,995	7,775,600,000	111,337,000,000	0000867773	0001288469	0000050863
5	NetIncome	-917,496,000	-101,420,800	-23,810	3,100,200,000	21,053,000,000	0000867773	0001634447	0000050863
6	ComprehensiveNetIncome	-812,233,000	-101,564,800	966,084	3,085,800,000	21,007,000,000	0000867773	0001410172	0000050863
7	BaseVar	55,245	9,493,950	987,706,058	21,480,455,600	132,640,000,000	0001715768	0001102934	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-16.9	-3.74	2.00	3.64	4.15	0001682149	0000097476	0001410172
9	EconomicCapitalRatio	0.000000000000000000000000154	0.0542	2.40	3.70	4.18	0001682149	0000097476	0001410172

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	-1.16	-0.382	0.276	0.660	1.16	0001634447	0000006281	0001556898
1	LiabilitiesNonCurrent	-1.16	-0.979	0.180	0.469	0.689	0001493594	0001160958	0001556898
2	remainder_Liabilities	-1.57	-0.567	0.123	0.289	0.396	0001160958	0001039065	0001556898
3	AssetsCurrent	-0.545	-0.389	-0.0729	0.510	1.85	0001652535	0001227025	0001420520
4	AssetsNonCurrent	-0.0490	-0.0380	-0.00851	0.0420	0.0495	0001652535	0000743316	0000088941
5	IntangibleAssets	-0.493	-0.304	-0.0437	0.619	1.42	0000890394	0001494162	0000006281
6	PropertyPlantAndEquipmentNet	-0.457	-0.254	-0.0443	0.483	0.858	0000890394	0000743988	0001047127
7	remainder_Assets	-0.253	-0.134	-0.0314	0.164	2.15	0000890394	0001280452	0001634447
8	ResearchAndDevelopmentExpense	-0.542	-0.312	0.0138	0.121	0.186	0001579910	0001158114	0001652535
9	SellingGeneralAndAdministrativeExpense	-0.476	-0.176	0.0328	0.133	0.177	0001507957	0001102934	0001616533
10	AmortizationOfIntangibleAssets	-0.0746	-0.0214	0.00364	0.00578	0.00810	0001690666	0000097476	0000890394
11	remainder_Expenses	-0.920	-0.339	0.0168	0.240	0.506	0000890394	0000093205	0001507957
12	remainder_Revenues	-0.639	-0.391	0.0774	0.406	0.715	0001507957	0000791915	0001616533
13	remainder_NetIncome	-0.646	-0.0583	0.0219	0.0709	0.335	0001507957	0000743988	0000743316
14	remainder_ComprehensiveNetIncome	-0.0491	-0.0229	0.00198	0.00629	0.0187	0001111928	0000827054	0001094739

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.951	-0.692	0.251	1.07	1.73	0001463101	0001045810	0001556898
1	Assets	-1.03	-0.842	0.0569	0.431	0.782	0000890394	0000004127	0001634447
2	Expenses	-1.05	-0.389	0.0429	0.270	0.372	0000890394	0001651235	0001634447
3	Revenues	-0.639	-0.391	0.0774	0.406	0.715	0001507957	0000791915	0001616533
4	StockholdersEquity	-1.79	-1.44	0.224	1.30	2.22	0001398805	0000006281	0001410172
5	NetIncome	-2.00	-0.781	0.125	0.407	0.564	0001682149	0001274494	0000723125
6	ComprehensiveNetIncome	-1.98	-0.777	0.127	0.408	0.566	0001682149	0001274494	0000723125
7	BaseVar	0	0	0	0	0	0000002488	0001102934	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.05	-2.00	0.345	1.65	2.13	0001682149	0000097476	0001410172
9	EconomicCapitalRatio	-2.35	-2.29	0.0494	1.36	1.83	0001682149	0000097476	0001410172

2019

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	21 × The stock price does not exist	industry.us_generic	0000743988 0001058057 0001431959 0000915778 0001046995 0001102934 0001160958 0001227025 0001419612 0001651235 0001715768 0001730168 0000808326 0001021604 0001191334 0001481028 0001556898 0001579910 0001634447 0001781405 0000867773
warning	17 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000743988 0001058057 0001356104 0001160958 0001651235 0001682149 0000091668 0001350102 0001556898 0001579910 0001781405 0000791915 0001395848 0001690666 0000743316 0001451809 0001494162
warning	7 × Missing logo	subcommand.report	0000088941 0000743988 0000827054 0001045810 0001058057 0001280263 0001604778
warning	6 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000833640 0001046995 0001046995 0001275014 0001275014 0000912093
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612 0001730168
warning	2 × Similarly named company. Duplicate?	None	0001102934 0001280452
warning	2 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001275014 0001275014
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001431959
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419
warning	1 × Ignoring company because Assets is zero	pre-agg	0001191334
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001481028

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	530,383	1,630,500	133,852,089	2,366,750,000	22,310,000,000	0001781405	0001325702	0000050863
1	LiabilitiesNonCurrent	0	0	30,949,476	4,107,900,000	6,817,000,000	0000002488	0000004127	0000097476
2	remainder_Liabilities	0	0	1,188,593	552,150,000	2,135,366,000	0000002488	0001634447	0000006281
3	AssetsCurrent	1,501,178	5,616,778	467,036,820	9,483,500,000	31,239,000,000	0001781405	0001275014	0000050863
4	AssetsNonCurrent	0	0	9,811,134	461,783,500	8,829,000,000	0001021604	0001051627	0000050863
5	IntangibleAssets	0	0	98,414,604	6,208,593,500	37,103,000,000	0000867773	0000056978	0000050863
6	PropertyPlantAndEquipmentNet	0	241,500	81,246,890	2,386,374,500	55,386,000,000	0001047127	0001227025	0000050863
7	remainder_Assets	0	0	20,784,208	1,668,453,000	3,967,000,000	0000743316	0000810136	0000050863
8	ResearchAndDevelopmentExpense	0	0	73,483,202	1,800,500,000	13,362,000,000	0000743316	0000833640	0000050863
9	SellingGeneralAndAdministrativeExpense	0	2,588,950	88,783,819	909,000,000	6,150,000,000	0000743316	0001288469	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	32,374,500	429,041,000	0000002488	0000097476	0000006281
11	remainder_Expenses	1,000	1,140,444	310,596,582	5,326,000,000	33,428,000,000	0001579910	0000056978	0000050863
12	remainder_Revenues	0	727,426	540,126,256	13,049,500,000	71,965,000,000	0000743316	0000056978	0000050863
13	remainder_NetIncome	-379,200,000	-130,550,000	54,322	136,512,500	2,023,000,000	0000895419	0001556898	0000050863
14	remainder_ComprehensiveNetIncome	-306,000,000	-34,850,000	0	12,425,000	126,000,000	0000050863	0001282631	0000097476

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	530,383	2,333,500	291,008,774	9,397,226,500	22,310,000,000	0001781405	0001288469	0000050863
1	Assets	2,076,147	8,343,000	840,697,451	18,687,000,000	136,524,000,000	0001781405	0001039399	0000050863
2	Expenses	2,179,256	9,427,282	529,736,369	8,604,000,000	52,940,000,000	0001781405	0001280452	0000050863
3	Revenues	0	727,426	540,126,256	13,049,500,000	71,965,000,000	0000743316	0000056978	0000050863
4	StockholdersEquity	-14,981,000	1,328,382	419,720,077	10,525,594,000	114,214,000,000	0001325702	0001280263	0000050863
5	NetIncome	-383,798,000	-93,922,000	-422,112	3,423,500,000	21,048,000,000	0001493594	0001634447	0000050863
6	ComprehensiveNetIncome	-381,628,000	-93,366,500	-421,377	3,407,500,000	20,742,000,000	0001493594	0001634447	0000050863
7	BaseVar	2,753,436	16,297,462	1,153,975,932	23,294,643,000	143,034,000,000	0001781405	0001280452	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-4.95	-0.353	1.82	3.56	4.03	0001494162	0000097476	0000833640
9	EconomicCapitalRatio	0.00665	0.856	2.28	3.63	4.06	0001494162	0000097476	0000833640

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	-0.980	-0.457	0.0677	0.404	0.490	0000882508	0001398805	0000004127
1	LiabilitiesNonCurrent	-1.24	-0.908	0.165	0.577	0.662	0001493594	0001280452	0000743988
2	remainder_Liabilities	-0.993	-0.699	0.0973	0.225	0.249	0001038074	0001097864	0001556898
3	AssetsCurrent	-0.641	-0.413	-0.0760	0.495	1.55	0001634447	0000029002	0001420520
4	AssetsNonCurrent	-0.0713	-0.0456	-0.0116	0.0463	0.185	0001634447	0000743316	0001556898
5	IntangibleAssets	-0.534	-0.420	-0.0562	0.903	1.49	0001325702	0001126741	0001058057
6	PropertyPlantAndEquipmentNet	-0.307	-0.228	-0.0510	0.317	0.755	0001682149	0001045810	0001158114
7	remainder_Assets	-0.198	-0.105	-0.0155	0.156	0.986	0001634447	0001282631	0001047127
8	ResearchAndDevelopmentExpense	-0.569	-0.259	0.0202	0.154	0.268	0001579910	0000088941	0001634447
9	SellingGeneralAndAdministrativeExpense	-0.578	-0.241	0.0371	0.132	0.208	0001781405	0001356104	0001398805
10	AmortizationOfIntangibleAssets	-0.0819	-0.0254	0.00432	0.00637	0.00774	0001690666	0000882508	0001634447
11	remainder_Expenses	-0.898	-0.331	0.00787	0.229	0.336	0001398805	0001051627	0001420520
12	remainder_Revenues	-0.568	-0.302	0.0323	0.314	0.589	0001420520	0000791915	0001616533
13	remainder_NetIncome	-0.145	-0.0600	0.0125	0.0399	0.361	0000895419	0000791915	0000743316
14	remainder_ComprehensiveNetIncome	-0.0259	-0.00785	0.000619	0.00551	0.0123	0001051627	0001274494	0000867773

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.07	-0.781	0.0818	0.940	1.10	0000867773	0000895419	0000743988
1	Assets	-0.957	-0.681	-0.00263	0.387	0.418	0001325702	0000882508	0001058057
2	Expenses	-0.583	-0.424	0.0295	0.252	0.334	0001579910	0000867773	0000833640
3	Revenues	-0.568	-0.302	0.0323	0.314	0.589	0001420520	0000791915	0001616533
4	StockholdersEquity	-1.85	-1.53	0.0453	1.30	2.08	0001634447	0001690666	0001410172
5	NetIncome	-1.22	-0.589	0.100	0.367	0.518	0001579910	0000791915	0000833640
6	ComprehensiveNetIncome	-1.22	-0.588	0.100	0.369	0.516	0001579910	0000056978	0000833640
7	BaseVar	0	0	0	0	0	0000002488	0001097864	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.26	-1.41	0.0124	1.37	1.80	0001494162	0000097476	0000833640
9	EconomicCapitalRatio	-2.35	-1.50	-0.0769	1.28	1.71	0001494162	0000097476	0000833640

2020

Logs

warning	23 × The stock price does not exist	industry.us_generic	0000743988 0000915778 0001058057 0001191334 0000867773 0001021604 0001046995 0001102934 0001210618 0001227025 0001419612 0001852117 0000808326 0001431959 0001556898 0001579910 0001634447 0001781405 0001813658 0001160958 0001651235 0001715768 0001481028
warning	9 × Missing logo	subcommand.report	0000088941 0000743988 0000827054 0000866291 0000915778 0001045810 0001058057 0001280263 0001604778
warning	5 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001807794 0001350102 0001556898 0001682149 0000091668
warning	5 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000912093 0001046995 0001046995 0001275014 0001275014
warning	4 × Similarly named company. Duplicate?	None	0001102934 0001280452 0001350102 0001431959
warning	4 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001350102 0001817760 0001832487
warning	2 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001275014 0001275014
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001431959
warning	1 × Ignoring company because Assets is zero	pre-agg	0001191334
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001481028

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	501,351	1,603,200	146,990,366	3,642,200,000	24,754,000,000	0001781405	0001280452	0000050863
1	LiabilitiesNonCurrent	0	0	25,769,537	6,466,830,800	45,661,000,000	0000002488	0001280263	0001730168
2	remainder_Liabilities	0	0	1,022,728	454,235,600	1,919,595,000	0000002488	0001040161	0000006281
3	AssetsCurrent	521,574	6,519,800	460,877,324	12,779,400,000	47,249,000,000	0001431959	0000088941	0000050863
4	AssetsNonCurrent	0	0	5,710,639	1,016,831,600	8,109,000,000	0000006281	0001280263	0000050863
5	IntangibleAssets	0	0	26,605,923	10,661,062,000	60,229,000,000	0000091668	0001280263	0001730168
6	PropertyPlantAndEquipmentNet	4,549	146,400	84,382,164	2,544,521,200	56,584,000,000	0001431959	0000817720	0000050863
7	remainder_Assets	0	0	22,531,986	1,529,200,000	5,152,000,000	0000743988	0001604778	0000050863
8	ResearchAndDevelopmentExpense	0	0	55,922,217	2,453,600,000	13,556,000,000	0000091668	0001463101	0000050863
9	SellingGeneralAndAdministrativeExpense	0	2,380,400	91,475,157	1,093,000,000	6,180,000,000	0001398805	0000833640	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	78,798,400	6,220,000,000	0000002488	0001058057	0001730168
11	remainder_Expenses	1,000	1,900,603	303,904,300	7,216,400,000	38,632,000,000	0001579910	0001651235	0000050863
12	remainder_Revenues	0	665,795	507,334,080	16,105,600,000	77,867,000,000	0001493594	0001325702	0000050863
13	remainder_NetIncome	-186,627,000	-57,017,400	40,014	253,119,000	1,400,000,000	0000006281	0000810136	0000050863
14	remainder_ComprehensiveNetIncome	-119,000,000	-11,186,800	1,374	22,576,000	529,000,000	0000006951	0001410172	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,122,951	2,584,400	225,917,183	11,130,600,000	52,032,000,000	0001781405	0000810136	0001730168
1	Assets	1,654,064	9,498,400	862,046,710	21,999,241,200	153,091,000,000	0001781405	0001651235	0000050863
2	Expenses	2,521,159	8,721,880	509,908,751	11,846,000,000	58,368,000,000	0001350102	0000088941	0000050863
3	Revenues	0	665,795	507,334,080	16,105,600,000	77,867,000,000	0001493594	0001325702	0000050863
4	StockholdersEquity	-20,192,203	2,623,200	431,998,051	14,354,820,000	128,337,000,000	0001350102	0001387467	0000050863
5	NetIncome	-190,600,000	-53,502,400	5,223,410	2,894,400,000	20,899,000,000	0000895419	0001051627	0000050863
6	ComprehensiveNetIncome	-185,200,000	-49,787,600	11,431,420	2,914,000,000	21,428,000,000	0000895419	0001051627	0000050863
7	BaseVar	3,784,482	17,978,408	1,135,407,390	30,230,400,000	158,004,500,000	0001781405	0000866291	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-2.44	0.142	1.94	3.63	3.96	0001350102	0000771266	0001410172
9	EconomicCapitalRatio	0.271	1.03	2.36	3.70	4.00	0001350102	0000771266	0001410172

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	-1.00	-0.461	0.100	0.374	0.479	0001333822	0001039399	0000833640
1	LiabilitiesNonCurrent	-1.47	-0.860	0.207	0.570	0.688	0001730168	0000817720	0001556898
2	remainder_Liabilities	-1.45	-0.704	0.136	0.305	0.355	0001431959	0000723125	0000091668
3	AssetsCurrent	-0.741	-0.413	-0.0688	0.614	1.38	0001781405	0001040161	0001420520
4	AssetsNonCurrent	-0.0699	-0.0515	-0.0104	0.0456	0.357	0001021604	0001124796	0001634447
5	IntangibleAssets	-0.441	-0.331	-0.0876	0.937	1.36	0001021604	0001051627	0000006281
6	PropertyPlantAndEquipmentNet	-0.379	-0.279	-0.0571	0.530	0.683	0000890394	0001493594	0000723125
7	remainder_Assets	-0.204	-0.173	-0.0326	0.157	1.39	0001682149	0001333822	0001431959
8	ResearchAndDevelopmentExpense	-0.525	-0.240	0.0272	0.142	0.227	0001579910	0001046995	0000091668
9	SellingGeneralAndAdministrativeExpense	-0.532	-0.194	0.0199	0.105	0.129	0001682149	0001039399	0001398805
10	AmortizationOfIntangibleAssets	-0.0675	-0.0189	0.00413	0.00608	0.00747	0001730168	0000817720	0000091668
11	remainder_Expenses	-0.790	-0.431	0.000767	0.228	0.351	0000091668	0001021604	0001579910
12	remainder_Revenues	-0.516	-0.391	0.0256	0.375	0.558	0001420520	0000915778	0000091668
13	remainder_NetIncome	-0.112	-0.0559	-0.0118	0.0761	0.486	0001431959	0001274494	0001325702
14	remainder_ComprehensiveNetIncome	-0.0594	-0.00735	-0.00120	0.0182	0.0298	0001616533	0001047127	0001051627

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.20	-0.897	0.225	1.03	1.13	0001350102	0001045810	0001556898
1	Assets	-0.895	-0.673	-0.0562	0.412	0.648	0001781405	0001387467	0001420520
2	Expenses	-0.715	-0.477	0.0181	0.234	0.285	0001682149	0000088941	0001058057
3	Revenues	-0.516	-0.391	0.0256	0.375	0.558	0001420520	0000915778	0000091668
4	StockholdersEquity	-1.72	-1.31	-0.00389	1.34	2.01	0001350102	0001682149	0001410172
5	NetIncome	-1.14	-0.512	0.0739	0.281	0.686	0001682149	0001051627	0001325702
6	ComprehensiveNetIncome	-1.15	-0.514	0.0733	0.279	0.694	0001682149	0001227025	0001325702
7	BaseVar	0	0	0	0	0	0000002488	0001111928	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.11	-1.34	-0.0170	1.32	1.63	0001350102	0000771266	0001410172
9	EconomicCapitalRatio	-2.17	-1.41	-0.0812	1.26	1.56	0001350102	0000771266	0001410172

2021

Logs

warning	17 × The stock price does not exist	industry.us_generic	0000065759 0000867773 0001046995 0001210618 0001419612 0001715768 0000808326 0001556898 0001634447 0001781405 0001813658 0001852117 0001021604 0001102934 0001227025 0001431959 0001579910
warning	9 × Missing logo	subcommand.report	0000088941 0000827054 0000866291 0001045810 0001280263 0001604778 0001807794 0001819974 0001835632
warning	7 × Similarly named company. Duplicate?	None	0001280452 0001350102 0001463101 0001102934 0001431959 0001828161 0001507957
warning	6 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000912093 0000912093 0001046995 0001046995 0001275014 0001275014
warning	4 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001350102 0001817760 0001832487
warning	2 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001275014 0001275014
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001807794

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	232,081	1,510,000	93,349,816	4,240,000,000	27,462,000,000	0001781405	0001828161	0000050863
1	LiabilitiesNonCurrent	0	0	13,523,240	7,620,387,000	44,300,000,000	0000002488	0000808326	0001730168
2	remainder_Liabilities	0	0	1,240,025	429,396,000	3,938,830,000	0000002488	0001431959	0000006281
3	AssetsCurrent	0	8,432,000	334,405,088	16,055,000,000	57,718,000,000	0001387467	0000855658	0000050863
4	AssetsNonCurrent	0	0	5,762,240	1,812,000,000	6,912,000,000	0000006281	0001831651	0000050863
5	IntangibleAssets	0	0	18,302,568	7,607,661,000	54,824,000,000	0000091668	0000890394	0001730168
6	PropertyPlantAndEquipmentNet	0	182,000	60,924,400	2,649,587,000	63,245,000,000	0001813658	0001288469	0000050863
7	remainder_Assets	0	0	21,919,088	1,513,000,000	6,298,000,000	0001039065	0001280452	0000050863
8	ResearchAndDevelopmentExpense	0	0	49,289,504	2,663,000,000	15,190,000,000	0000091668	0001616533	0000050863
9	SellingGeneralAndAdministrativeExpense	0	2,921,232	55,992,360	1,347,000,000	6,543,000,000	0001398805	0001280263	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	36,000,000	5,403,000,000	0000002488	0001158114	0001730168
11	remainder_Expenses	-1,853,000	21,973	228,347,712	9,052,000,000	39,670,000,000	0000890394	0001227025	0000050863
12	remainder_Revenues	0	576,399	291,231,648	18,344,000,000	79,024,000,000	0001481028	0001227025	0000050863
13	remainder_NetIncome	-363,487,000	-123,000,000	-10,912	131,000,000	2,247,000,000	0000006281	0001682149	0000050863
14	remainder_ComprehensiveNetIncome	-129,000,000	-14,700,000	0	39,000,000	203,000,000	0000050863	0001451809	0000097476

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	577,540	2,160,000	199,906,928	13,578,000,000	50,581,000,000	0001781405	0001158114	0001730168
1	Assets	3,794,004	12,848,068	584,410,440	28,791,000,000	168,406,000,000	0001781405	0001325702	0000050863
2	Expenses	3,874,441	8,653,000	360,816,360	13,345,000,000	61,403,000,000	0001781405	0000855658	0000050863
3	Revenues	0	576,399	291,231,648	18,344,000,000	79,024,000,000	0001481028	0001227025	0000050863
4	StockholdersEquity	-80,567,323	-1,584,000	384,603,472	16,893,000,000	140,944,000,000	0001481028	0000855658	0000050863
5	NetIncome	-522,500,000	-115,485,000	4,355,028	5,861,000,000	19,868,000,000	0000895419	0001438423	0000050863
6	ComprehensiveNetIncome	-537,200,000	-106,579,000	5,909,323	5,792,000,000	19,739,000,000	0000895419	0001813658	0000050863
7	BaseVar	4,505,596	19,459,459	642,720,700	39,958,000,000	169,335,500,000	0001781405	0001831651	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-2.67	-0.125	1.90	3.49	3.92	0001481028	0000889971	0001451809
9	EconomicCapitalRatio	0.213	0.889	2.33	3.57	3.96	0001481028	0000889971	0001451809

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	-1.19	-0.673	0.138	0.472	0.669	0001210618	0001040161	0000833640
1	LiabilitiesNonCurrent	-1.52	-0.886	0.120	0.575	0.712	0001730168	0001021604	0001556898
2	remainder_Liabilities	-2.47	-0.608	0.158	0.316	0.413	0001831651	0000866291	0001556898
3	AssetsCurrent	-0.679	-0.410	-0.0450	0.826	1.20	0001831651	0000866291	0001817760
4	AssetsNonCurrent	-0.0826	-0.0434	-0.0115	0.0598	0.800	0001210618	0001387467	0000867773
5	IntangibleAssets	-0.389	-0.328	-0.103	0.921	1.62	0001210618	0001556898	0000006281
6	PropertyPlantAndEquipmentNet	-0.298	-0.208	-0.0543	0.485	0.764	0001828161	0001038074	0001158114
7	remainder_Assets	-0.224	-0.152	-0.0524	0.223	3.00	0001828161	0001556898	0001813658
8	ResearchAndDevelopmentExpense	-0.682	-0.333	0.0331	0.146	0.223	0001579910	0001158114	0000091668
9	SellingGeneralAndAdministrativeExpense	-0.499	-0.359	0.0233	0.117	0.147	0001817760	0001280263	0001398805
10	AmortizationOfIntangibleAssets	-0.0719	-0.00984	0.00335	0.00526	0.00638	0001803696	0001046995	0001832487
11	remainder_Expenses	-0.679	-0.382	-0.0121	0.233	0.336	0001828161	0000817720	0000890394
12	remainder_Revenues	-0.562	-0.391	0.0360	0.392	0.671	0001817760	0001051627	0001556898
13	remainder_NetIncome	-0.339	-0.107	0.0144	0.0977	0.299	0001852117	0001398805	0000867773
14	remainder_ComprehensiveNetIncome	-0.0234	-0.00781	-0.00202	0.0109	0.0602	0000810136	0000867773	0001038074

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.28	-0.878	0.0825	1.05	1.28	0001831651	0001652535	0001832487
1	Assets	-1.22	-0.663	-0.0454	0.562	0.685	0001282631	0000912093	0001431959
2	Expenses	-0.799	-0.573	0.00401	0.205	0.385	0001817760	0001350102	0001813658
3	Revenues	-0.562	-0.391	0.0360	0.392	0.671	0001817760	0001051627	0001556898
4	StockholdersEquity	-2.23	-1.30	-0.134	1.26	1.84	0001282631	0001158114	0001507957
5	NetIncome	-1.42	-0.674	0.116	0.383	0.590	0001817760	0001813658	0001556898
6	ComprehensiveNetIncome	-1.41	-0.677	0.114	0.380	0.585	0001817760	0001813658	0001556898
7	BaseVar	0	0	0	0	0	0000002488	0001227025	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.09	-1.41	0.0299	1.27	1.66	0001481028	0000889971	0001451809
9	EconomicCapitalRatio	-2.14	-1.46	-0.0185	1.22	1.61	0001481028	0000889971	0001451809

2022

Logs

warning	12 × The stock price does not exist	industry.us_generic	0000065759 0001419612 0000808326 0001634447 0000867773 0001046995 0001210618 0001715768 0001556898 0001781405 0001813658 0001852117
warning	11 × Missing logo	subcommand.report	0000065759 0000088941 0000724910 0000827054 0000866291 0001045810 0001280263 0001604778 0001807794 0001819974 0001835632
warning	5 × Similarly named company. Duplicate?	None	0001350102 0001280452 0001463101 0001828161 0001507957
warning	4 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000912093 0000912093 0001046995 0001275014
warning	3 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001817760 0001832487 0000895419
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001275014

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	449,318	2,351,011	97,268,670	6,437,300,000	32,155,000,000	0001507957	0001493594	0000050863
1	LiabilitiesNonCurrent	0	0	18,147,271	7,819,450,600	43,488,000,000	0000002488	0001325702	0001730168
2	remainder_Liabilities	0	0	1,566,033	531,135,700	3,622,538,000	0000002488	0001813658	0000006281
3	AssetsCurrent	0	8,715,270	267,258,346	16,182,900,000	50,407,000,000	0001387467	0001280263	0000050863
4	AssetsNonCurrent	0	0	6,328,112	2,184,300,000	11,315,000,000	0000065759	0001831651	0000050863
5	IntangibleAssets	0	0	18,431,258	19,258,950,000	50,725,000,000	0000065759	0001040161	0001730168
6	PropertyPlantAndEquipmentNet	0	197,493	60,710,215	3,459,320,200	80,860,000,000	0000724910	0001124796	0000050863
7	remainder_Assets	0	70,361	23,264,226	1,815,390,000	5,912,000,000	0001039065	0000808326	0000050863
8	ResearchAndDevelopmentExpense	0	0	47,967,478	3,296,300,000	17,528,000,000	0000091668	0001807794	0000050863
9	SellingGeneralAndAdministrativeExpense	0	2,667,458	70,485,533	1,464,600,000	7,002,000,000	0000724910	0001280263	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	24,234,500	4,359,000,000	0000002488	0001124796	0001730168
11	remainder_Expenses	42,894	339,671	189,240,992	11,191,000,000	35,941,000,000	0001481028	0001158114	0000050863
12	remainder_Revenues	0	375,905	331,901,256	25,897,900,000	63,054,000,000	0001481028	0001280263	0000050863
13	remainder_NetIncome	-434,931,000	-101,010,000	564,069	128,971,200	5,434,000,000	0001803696	0001652535	0000050863
14	remainder_ComprehensiveNetIncome	-562,000,000	-86,664,700	-120,587	7,080,800	315,000,000	0000723125	0001556898	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,490,763	5,563,995	183,072,623	14,716,400,000	50,540,000,000	0001507957	0001852117	0001730168
1	Assets	4,172,682	15,884,400	658,270,954	51,900,415,000	182,103,000,000	0001781405	0001280263	0000050863
2	Expenses	4,475,225	10,225,100	302,923,969	19,399,600,000	60,471,000,000	0001481028	0001803696	0000050863
3	Revenues	0	375,905	331,901,256	25,897,900,000	63,054,000,000	0001481028	0001280263	0000050863
4	StockholdersEquity	-99,354,000	1,961,973	384,801,059	27,597,332,300	149,948,000,000	0001852117	0001821769	0000050863
5	NetIncome	-421,000,000	-150,455,900	14,515,242	8,084,000,000	11,495,000,000	0001835632	0000724910	0001730168
6	ComprehensiveNetIncome	-421,000,000	-152,769,900	3,528,444	8,145,700,000	11,557,000,000	0001835632	0000091668	0001730168
7	BaseVar	8,127,693	23,023,250	731,254,679	53,541,450,000	171,766,000,000	0001781405	0001280263	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-6.01	-0.699	1.98	3.84	4.39	0001813658	0001493594	0000724910
9	EconomicCapitalRatio	0.000648	0.799	2.39	3.89	4.41	0001813658	0001493594	0000724910

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	-1.70	-0.592	0.137	0.508	0.663	0001481028	0001803696	0000833640
1	LiabilitiesNonCurrent	-1.53	-0.842	0.209	0.528	0.648	0001730168	0001420520	0001556898
2	remainder_Liabilities	-1.63	-0.636	0.182	0.392	0.448	0001046995	0001097864	0001282631
3	AssetsCurrent	-0.840	-0.545	-0.0409	0.542	1.08	0001634447	0001280263	0001507957
4	AssetsNonCurrent	-0.125	-0.0573	-0.00592	0.0656	0.130	0001282631	0001634447	0000867773
5	IntangibleAssets	-0.638	-0.375	-0.0893	0.505	1.66	0001282631	0001556898	0001835632
6	PropertyPlantAndEquipmentNet	-0.575	-0.281	-0.0531	0.447	0.812	0001282631	0001350102	0001046995
7	remainder_Assets	-0.359	-0.153	-0.0421	0.232	1.08	0001282631	0001288469	0001387467
8	ResearchAndDevelopmentExpense	-0.827	-0.213	0.0404	0.160	0.216	0000890394	0001325702	0001282631
9	SellingGeneralAndAdministrativeExpense	-0.609	-0.195	0.0393	0.147	0.207	0001817760	0001280452	0001282631
10	AmortizationOfIntangibleAssets	-0.0763	-0.0182	0.00321	0.00488	0.00841	0001803696	0001807794	0001282631
11	remainder_Expenses	-1.43	-0.485	0.000508	0.323	0.517	0001282631	0001813658	0001481028
12	remainder_Revenues	-0.881	-0.427	0.0444	0.425	0.537	0001481028	0000817720	0001282631
13	remainder_NetIncome	-0.344	-0.0673	-0.00845	0.0674	1.78	0001803696	0000006951	0001481028
14	remainder_ComprehensiveNetIncome	-0.185	-0.0340	0.00343	0.0101	0.173	0000810136	0000817720	0001817760

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.937	-0.785	0.108	1.12	1.32	0001210618	0001047127	0000833640
1	Assets	-1.37	-0.754	-0.0438	0.480	0.698	0001282631	0001350102	0001507957
2	Expenses	-1.27	-0.640	0.00930	0.268	0.826	0000890394	0001039065	0001481028
3	Revenues	-0.881	-0.427	0.0444	0.425	0.537	0001481028	0000817720	0001282631
4	StockholdersEquity	-2.46	-1.14	0.0302	1.57	2.01	0001282631	0000029002	0000724910
5	NetIncome	-1.68	-0.531	0.131	0.470	1.81	0001817760	0000065759	0001481028
6	ComprehensiveNetIncome	-1.52	-0.527	0.118	0.461	1.82	0001817760	0001038074	0001481028
7	BaseVar	0	0	0	0	0	0000002488	0001210618	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.23	-1.43	0.158	1.66	2.18	0001813658	0001493594	0000724910
9	EconomicCapitalRatio	-2.34	-1.54	0.0488	1.55	2.07	0001813658	0001493594	0000724910

2023

Logs

warning	10 × Missing logo	subcommand.report	0000065759 0000088941 0000724910 0000772406 0000827054 0001045810 0001604778 0001807794 0001819974 0001835632
warning	7 × The stock price does not exist	industry.us_generic	0000065759 0001841925 0001413447 0001419612 0000808326 0001828805 0001634447
warning	3 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419 0001817760 0001832487
warning	2 × Similarly named company. Duplicate?	None	0001280452 0001507957
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000912093 0000912093
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000890394

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	930,893	1,826,284	97,409,060	6,757,300,000	28,053,000,000	0001507957	0000855658	0000050863
1	LiabilitiesNonCurrent	0	0	15,335,175	12,015,800,000	41,468,000,000	0000002488	0000065759	0001730168
2	remainder_Liabilities	0	0	1,374,192	826,972,700	3,907,700,000	0000002488	0001817760	0001835632
3	AssetsCurrent	4,083,000	7,388,600	401,867,628	20,886,700,000	43,269,000,000	0001682149	0001652535	0000050863
4	AssetsNonCurrent	0	0	10,239,756	2,577,300,000	13,647,000,000	0000065759	0000810136	0000050863
5	IntangibleAssets	0	0	70,081,691	32,784,509,100	47,520,000,000	0000065759	0001831651	0001730168
6	PropertyPlantAndEquipmentNet	0	333,303	110,101,361	4,961,250,000	96,647,000,000	0000724910	0000056978	0000050863
7	remainder_Assets	0	256,500	28,055,572	2,229,044,800	5,829,000,000	0000091668	0001280452	0000050863
8	ResearchAndDevelopmentExpense	0	0	76,853,988	5,314,900,000	16,046,000,000	0000091668	0001807794	0000050863
9	SellingGeneralAndAdministrativeExpense	0	2,957,400	80,737,862	1,877,700,000	5,634,000,000	0000724910	0001831651	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	15,142,600	3,247,000,000	0000002488	0000004127	0001730168
11	remainder_Expenses	28,000	1,785,461	227,213,068	13,028,700,000	31,542,000,000	0001420520	0001819974	0000050863
12	remainder_Revenues	27,000	1,929,700	489,863,914	26,562,700,000	54,228,000,000	0001817760	0001831651	0000050863
13	remainder_NetIncome	-243,642,000	-53,990,000	1,480,323	361,700,000	669,000,000	0001616533	0000091668	0000050863
14	remainder_ComprehensiveNetIncome	-64,427,000	-15,890,000	0	68,900,000	361,000,000	0000810136	0000091668	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	2,175,668	3,769,200	234,427,691	19,186,300,000	48,873,000,000	0000724910	0001038074	0001730168
1	Assets	4,823,000	12,150,463	844,541,030	64,617,100,000	191,572,000,000	0001682149	0001831651	0000050863
2	Expenses	7,057,000	10,823,696	446,477,526	21,778,300,000	53,222,000,000	0000091668	0001831651	0000050863
3	Revenues	27,000	1,929,700	489,863,914	26,562,700,000	54,228,000,000	0001817760	0001831651	0000050863
4	StockholdersEquity	-6,795,527	3,794,100	565,382,210	36,420,609,800	163,519,000,000	0001832487	0001652535	0000050863
5	NetIncome	-5,833,000,000	-147,705,900	-257,809	4,582,200,000	14,082,000,000	0000723125	0000882508	0001730168
6	ComprehensiveNetIncome	-5,585,000,000	-147,239,700	-257,809	4,558,300,000	14,343,000,000	0000723125	0000882508	0001730168
7	BaseVar	12,792,169	18,543,400	1,039,487,669	59,093,950,000	164,052,500,000	0001507957	0001831651	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-4.05	-0.214	2.07	3.59	4.72	0001682149	0000065759	0000724910
9	EconomicCapitalRatio	0.0334	0.875	2.45	3.66	4.73	0001682149	0000065759	0000724910

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	-1.37	-0.540	0.0973	0.431	0.800	0000882508	0001821769	0000724910
1	LiabilitiesNonCurrent	-1.51	-0.897	0.196	0.456	0.603	0001730168	0000772406	0000724910
2	remainder_Liabilities	-0.810	-0.593	0.127	0.310	0.339	0001831651	0000097476	0000724910
3	AssetsCurrent	-0.781	-0.346	-0.0219	0.492	1.07	0001634447	0000724910	0001420520
4	AssetsNonCurrent	-0.105	-0.0431	-0.00541	0.0520	0.0817	0001634447	0000855658	0001045810
5	IntangibleAssets	-0.627	-0.442	-0.117	0.651	1.27	0001634447	0001280452	0000006281
6	PropertyPlantAndEquipmentNet	-0.495	-0.314	-0.0534	0.463	0.804	0001282631	0000006281	0000723125
7	remainder_Assets	-0.303	-0.123	-0.0338	0.195	0.949	0000724910	0000882508	0001831651
8	ResearchAndDevelopmentExpense	-0.449	-0.370	0.0441	0.173	0.188	0000890394	0000056978	0001398805
9	SellingGeneralAndAdministrativeExpense	-0.327	-0.233	0.0316	0.132	0.203	0001817760	0001325702	0000724910
10	AmortizationOfIntangibleAssets	-0.0444	-0.00476	0.00209	0.00326	0.00420	0001821769	0000050863	0001634447
11	remainder_Expenses	-0.822	-0.431	0.0112	0.194	0.366	0001282631	0000827054	0001817760
12	remainder_Revenues	-0.545	-0.286	0.0436	0.353	0.491	0001817760	0000097476	0000855658
13	remainder_NetIncome	-0.183	-0.0748	0.000676	0.0634	0.225	0000808326	0001282631	0001817760
14	remainder_ComprehensiveNetIncome	-0.101	-0.00601	0.00217	0.0122	0.0180	0001817760	0000004127	0000912093

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.17	-0.821	0.0975	0.868	1.49	0001333822	0001047127	0000724910
1	Assets	-1.30	-0.824	0.00768	0.389	0.457	0000890394	0000065759	0001451809
2	Expenses	-0.894	-0.402	0.0495	0.234	0.401	0000890394	0001280452	0000724910
3	Revenues	-0.545	-0.286	0.0436	0.353	0.491	0001817760	0000097476	0000855658
4	StockholdersEquity	-2.00	-1.55	0.0714	1.15	1.82	0001634447	0001493594	0000724910
5	NetIncome	-0.898	-0.699	0.0893	0.345	0.743	0001507957	0001038074	0000724910
6	ComprehensiveNetIncome	-0.896	-0.793	0.101	0.348	0.722	0001507957	0001038074	0000724910
7	BaseVar	0	0	0	0	0	0000002488	0001124796	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.33	-1.49	0.0849	1.30	2.37	0001682149	0000065759	0000724910
9	EconomicCapitalRatio	-2.41	-1.57	0.00590	1.22	2.29	0001682149	0000065759	0000724910

2024

Logs

error	16 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001039065 0001039065 0001817760 0001817760 0001682149 0001682149 0001126741 0001126741 0001438423 0001438423 0001417892 0001417892 0001051627 0001051627 0001282631 0001282631
warning	12 × Missing logo	subcommand.report	0000088941 0000724910 0000772406 0000827054 0001045810 0001413447 0001604778 0001807794 0001819974 0001828805 0001835632 0001841925
warning	8 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001039065 0001817760 0001682149 0001126741 0001438423 0001417892 0001051627 0001282631
warning	5 × The stock price does not exist	industry.us_generic	0001413447 0001828805 0001841925 0001419612 0000808326
warning	3 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001828805 0000890394 0001481028
warning	2 × Similarly named company. Duplicate?	None	0001280452 0001507957
warning	2 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000912093
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0000895419

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	140,558	1,015,304	162,290,878	9,317,150,000	35,666,000,000	0001481028	0001158114	0000050863
1	LiabilitiesNonCurrent	0	0	59,117,617	12,237,400,000	81,270,000,000	0000002488	0001387467	0001730168
2	remainder_Liabilities	0	0	2,901,120	1,520,327,650	4,058,600,000	0000002488	0000091668	0001835632
3	AssetsCurrent	1,393,000	12,401,759	603,598,760	21,377,600,000	47,324,000,000	0001828805	0001039399	0000050863
4	AssetsNonCurrent	0	0	21,696,103	3,405,600,000	7,475,000,000	0000724910	0001325702	0000050863
5	IntangibleAssets	0	0	243,122,951	28,789,561,950	138,456,000,000	0000724910	0001451809	0001730168
6	PropertyPlantAndEquipmentNet	0	402,624	148,550,083	5,710,348,850	107,919,000,000	0000724910	0000833640	0000050863
7	remainder_Assets	0	927,900	81,684,735	2,122,000,000	7,427,000,000	0001730168	0000912093	0001045810
8	ResearchAndDevelopmentExpense	0	2,280,399	136,748,728	6,566,950,000	16,546,000,000	0000091668	0000056978	0000050863
9	SellingGeneralAndAdministrativeExpense	0	2,389,044	138,141,242	2,660,450,000	5,507,000,000	0000724910	0001288469	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	15,113,650	9,267,000,000	0000002488	0000004127	0001730168
11	remainder_Expenses	-227,558,000	121,520	364,651,365	20,520,350,000	50,749,000,000	0001280452	0000817720	0000050863
12	remainder_Revenues	0	879,800	718,042,741	28,395,900,000	60,922,000,000	0001481028	0001493594	0001045810
13	remainder_NetIncome	-385,000,000	-172,475,000	3,674,063	497,800,000	846,000,000	0001413447	0001124796	0001045810
14	remainder_ComprehensiveNetIncome	-139,000,000	-22,913,750	0	71,158,150	203,435,000	0001413447	0001451809	0001616533

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	759,514	1,951,344	280,658,024	22,826,750,000	97,967,000,000	0001481028	0000056978	0001730168
1	Assets	3,844,000	24,494,334	1,231,521,179	69,235,500,000	196,485,000,000	0001828805	0000056978	0000050863
2	Expenses	5,001,300	11,039,297	690,136,082	25,417,850,000	72,802,000,000	0001481028	0000810136	0000050863
3	Revenues	0	879,800	718,042,741	28,395,900,000	60,922,000,000	0001481028	0001493594	0001045810
4	StockholdersEquity	-1,188,000	7,599,536	857,847,596	45,971,700,000	160,819,000,000	0001667011	0000895419	0000050863
5	NetIncome	-19,233,000,000	-867,660,000	-6,264,345	4,853,800,000	29,760,000,000	0000050863	0001828805	0001045810
6	ComprehensiveNetIncome	-19,252,000,000	-854,780,000	-4,197,246	4,915,550,000	29,830,000,000	0000050863	0000882508	0001045810
7	BaseVar	5,907,000	26,769,225	1,473,384,618	73,337,625,000	180,565,500,000	0001828805	0001652535	0001730168
8	EconomicCapitalRatiobeforeLimitedLiability	-0.573	0.155	2.23	3.69	4.74	0000890394	0001325702	0000724910
9	EconomicCapitalRatio	0.835	1.04	2.56	3.75	4.75	0000890394	0001325702	0000724910

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	-1.21	-0.422	0.0644	0.344	0.672	0000882508	0000817720	0000724910
1	LiabilitiesNonCurrent	-1.18	-0.938	0.183	0.558	0.725	0001730168	0001274494	0000724910
2	remainder_Liabilities	-0.859	-0.673	0.121	0.271	0.317	0000912093	0000817720	0000724910
3	AssetsCurrent	-0.767	-0.466	-0.0572	0.636	1.46	0000890394	0000724910	0001420520
4	AssetsNonCurrent	-0.0874	-0.0439	-0.00494	0.0593	0.0876	0001832487	0001604778	0000097476
5	IntangibleAssets	-0.808	-0.486	-0.0865	0.656	1.16	0000890394	0001097864	0000006281
6	PropertyPlantAndEquipmentNet	-0.511	-0.223	-0.0495	0.448	0.700	0000890394	0000827054	0000723125
7	remainder_Assets	-0.266	-0.187	-0.0365	0.175	0.888	0000890394	0001111928	0001831651
8	ResearchAndDevelopmentExpense	-0.599	-0.321	0.0343	0.163	0.172	0000890394	0001604778	0001398805
9	SellingGeneralAndAdministrativeExpense	-0.555	-0.250	0.0198	0.105	0.164	0000890394	0001463101	0000724910
10	AmortizationOfIntangibleAssets	-0.0709	-0.00915	0.00315	0.00440	0.00489	0001821769	0000006951	0001828805
11	remainder_Expenses	-0.921	-0.431	0.0412	0.268	0.492	0000088941	0000002488	0001280452
12	remainder_Revenues	-0.495	-0.455	0.0450	0.321	0.416	0001507957	0001604778	0001045810
13	remainder_NetIncome	-0.209	-0.0702	0.00275	0.0435	0.172	0001481028	0000002488	0001821769
14	remainder_ComprehensiveNetIncome	-0.0474	-0.0114	-0.000727	0.00776	0.122	0000810136	0000050863	0001616533

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.52	-0.875	0.0980	0.835	1.47	0000895419	0001045810	0000724910
1	Assets	-1.73	-0.629	0.00599	0.351	0.462	0000890394	0000855658	0001481028
2	Expenses	-1.51	-0.428	0.0418	0.252	0.508	0000890394	0001807794	0001280452
3	Revenues	-0.495	-0.455	0.0450	0.321	0.416	0001507957	0001604778	0001045810
4	StockholdersEquity	-3.15	-1.43	-0.0898	1.14	2.03	0000890394	0001097864	0001481028
5	NetIncome	-1.17	-0.797	0.0661	0.349	0.889	0001828805	0000723125	0001280452
6	ComprehensiveNetIncome	-1.17	-0.798	0.0707	0.348	0.880	0001828805	0001652535	0001280452
7	BaseVar	0	0	0	0	0	0000002488	0001047127	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.66	-1.45	0.0671	1.26	2.26	0000890394	0001325702	0000724910
9	EconomicCapitalRatio	-1.71	-1.50	0.0176	1.21	2.21	0000890394	0001325702	0000724910

2025

Logs

error	10 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001817760 0001817760 0001682149 0001682149 0000088941 0000088941 0000833640 0000833640 0001282631 0001282631
warning	5 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001817760 0001682149 0000088941 0000833640 0001282631
warning	5 × Missing logo	subcommand.report	0001045810 0001413447 0001819974 0001828805 0001835632
warning	3 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001828805 0000890394 0001481028
warning	2 × The stock price does not exist	industry.us_generic	0001413447 0001419612
warning	1 × Similarly named company. Duplicate?	None	0001507957
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001419612

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	147,323	1,025,488	211,301,224	17,058,050,000	31,575,000,000	0001481028	0001111928	0000050863
1	LiabilitiesNonCurrent	0	0	56,390,013	14,852,600,000	71,286,000,000	0000002488	0001819974	0001730168
2	remainder_Liabilities	0	0	1,958,522	1,007,955,250	3,934,300,000	0000002488	0001652535	0001835632
3	AssetsCurrent	5,468,000	9,497,261	895,842,877	31,163,200,000	80,126,000,000	0000890394	0000056978	0001045810
4	AssetsNonCurrent	0	0	19,831,069	5,296,000,000	7,131,000,000	0001398805	0000810136	0000050863
5	IntangibleAssets	0	0	102,055,134	33,717,745,750	130,074,000,000	0000771266	0001111928	0001730168
6	PropertyPlantAndEquipmentNet	60,000	228,700	196,369,753	11,414,450,000	105,414,000,000	0001420520	0001493594	0000050863
7	remainder_Assets	0	227,150	100,047,244	4,091,950,000	16,159,000,000	0001730168	0001288469	0001045810
8	ResearchAndDevelopmentExpense	0	1,616,794	100,724,253	10,544,100,000	13,774,000,000	0001398805	0001039399	0000050863
9	SellingGeneralAndAdministrativeExpense	0	3,813,295	144,072,783	4,046,050,000	4,624,000,000	0001398805	0001493594	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	17,343,100	8,062,000,000	0000002488	0000004127	0001730168
11	remainder_Expenses	-80,000	99,497	478,192,279	23,333,950,000	43,785,000,000	0001040161	0001039399	0001045810
12	remainder_Revenues	0	159,200	816,415,706	50,531,750,000	130,497,000,000	0001481028	0000810136	0001045810
13	remainder_NetIncome	-442,000,000	-172,041,550	3,508,278	1,163,700,000	3,771,000,000	0001413447	0001124796	0000050863
14	remainder_ComprehensiveNetIncome	-53,630,000	-7,230,400	383,511	98,847,600	531,000,000	0000810136	0000004127	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	674,942	1,607,240	324,488,104	31,133,700,000	89,800,000,000	0001481028	0001288469	0001730168
1	Assets	6,079,000	19,420,693	1,259,832,949	107,280,550,000	211,429,000,000	0000890394	0001451809	0000050863
2	Expenses	5,816,192	11,135,029	709,849,108	39,679,550,000	60,190,000,000	0001481028	0001039399	0001045810
3	Revenues	0	159,200	816,415,706	50,531,750,000	130,497,000,000	0001481028	0000810136	0001045810
4	StockholdersEquity	-14,632,000	5,122,163	802,956,281	77,548,600,000	179,854,000,000	0001667011	0000056978	0000050863
5	NetIncome	-885,000,000	-133,721,800	1,420,067	8,307,850,000	72,880,000,000	0001835632	0000771266	0001045810
6	ComprehensiveNetIncome	-885,700,000	-127,046,750	-916	8,403,250,000	72,881,000,000	0001835632	0000771266	0001045810
7	BaseVar	11,789,852	19,031,525	1,532,417,694	156,660,400,000	183,230,500,000	0001507957	0001652535	0001730168
8	EconomicCapitalRatiobeforeLimitedLiability	-0.546	0.864	2.14	3.52	3.80	0001667011	0000771266	0001481028
9	EconomicCapitalRatio	0.840	1.63	2.50	3.60	3.85	0001667011	0000771266	0001481028

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	-0.895	-0.584	0.0813	0.506	0.654	0000882508	0001413447	0000890394
1	LiabilitiesNonCurrent	-1.15	-0.996	0.178	0.503	0.734	0000097476	0001274494	0000890394
2	remainder_Liabilities	-0.680	-0.445	0.101	0.204	0.284	0001835632	0001438423	0000890394
3	AssetsCurrent	-0.867	-0.494	-0.0700	1.000	1.15	0001832487	0000882508	0001420520
4	AssetsNonCurrent	-0.0813	-0.0528	-0.00705	0.0602	0.0986	0000890394	0001493594	0001413447
5	IntangibleAssets	-0.499	-0.326	-0.0960	1.07	1.23	0000890394	0001831651	0001730168
6	PropertyPlantAndEquipmentNet	-0.479	-0.240	-0.0692	0.447	0.775	0000890394	0000006281	0001819974
7	remainder_Assets	-0.258	-0.0987	-0.0222	0.165	0.838	0000890394	0001481028	0001831651
8	ResearchAndDevelopmentExpense	-0.811	-0.468	0.0366	0.154	0.178	0000890394	0001730168	0001398805
9	SellingGeneralAndAdministrativeExpense	-0.710	-0.326	0.0309	0.109	0.185	0000890394	0001280452	0001398805
10	AmortizationOfIntangibleAssets	-0.0543	-0.00475	0.00293	0.00423	0.00745	0001821769	0001420520	0000890394
11	remainder_Expenses	-0.836	-0.511	0.00420	0.263	0.342	0001398805	0001438423	0001507957
12	remainder_Revenues	-0.510	-0.425	0.0217	0.388	1.06	0001420520	0001097864	0000890394
13	remainder_NetIncome	-0.217	-0.0721	0.00722	0.0958	0.123	0001040161	0001398805	0000771266
14	remainder_ComprehensiveNetIncome	-0.0502	-0.0120	-0.000923	0.0136	0.0513	0000810136	0001124796	0001111928

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-0.938	-0.800	-0.0283	0.822	1.17	0001667011	0001275014	0000890394
1	Assets	-1.20	-0.679	-0.0153	0.349	0.456	0000890394	0001280452	0001821769
2	Expenses	-1.77	-0.601	0.0566	0.208	0.229	0000890394	0001111928	0000006281
3	Revenues	-0.510	-0.425	0.0217	0.388	1.06	0001420520	0001097864	0000890394
4	StockholdersEquity	-3.01	-1.52	-0.0402	1.23	2.02	0000890394	0000771266	0001481028
5	NetIncome	-1.17	-0.612	0.0937	0.275	0.935	0001420520	0000056978	0001045810
6	ComprehensiveNetIncome	-1.17	-0.611	0.0866	0.264	0.933	0001420520	0000050863	0001045810
7	BaseVar	0	0	0	0	0	0000002488	0001158114	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.64	-0.850	0.0166	1.11	1.37	0001667011	0000771266	0001481028
9	EconomicCapitalRatio	-1.69	-0.896	-0.0295	1.07	1.32	0001667011	0000771266	0001481028

Estimates

Parameter	Value	Min	Max
PresentValueFactor	1.0	1.0	15.0
BalanceFactor	2.19	0.5	5.0
OCIFactor	1.0	0.5	1.0
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	1.58	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
0000002488	Advanced Micro Devices INC	Advance	AMD	2010	8.1100	1.0000	8.1100	nan	nan	nan
				2011	5.3100	1.0000	5.3100	696,922,739.0	3,700,659,744.09	1.1001
				2012	2.4500	1.0000	2.4500	711,947,807.0	1,744,272,127.15	0.6451
				2013	3.7600	1.0000	3.7600	723,686,830.0	2,721,062,480.80	0.9139
				2014	2.6500	1.0000	2.6500	775,340,409.0	2,054,652,083.85	0.7892
				2015	2.8500	1.0000	2.8500	790,189,438.0	2,252,039,898.30	0.9982
				2016	11.5300	1.0000	11.5300	926,868,716.0	10,686,796,295.48	4.5797
				2017	10.5500	1.0000	10.5500	964,798,603.0	10,178,625,261.65	4.0485
				2018	17.9200	1.0000	17.9200	999,407,216.0	17,909,377,310.72	5.4769
				2019	45.4900	1.0000	45.4900	1,113,627,528.0	50,658,916,248.72	12.0803
				2020	92.0500	1.0000	92.0500	1,202,711,638.0	110,709,606,277.90	19.4586
				2021	144.7000	1.0000	144.7000	1,207,610,455.0	174,741,232,838.50	20.9786
				2022	64.6800	1.0000	64.6800	1,612,356,162.0	104,287,196,558.16	2.8205
				2023	140.0300	1.0000	140.0300	1,615,498,891.0	226,218,309,706.73	6.0669
				2024	123.5200	1.0000	123.5200	1,622,807,346.0	200,449,163,377.92	5.2400
				2025	214.9200	1.0000	214.9200	1,628,041,540.0	349,898,687,776.80	8.1015
0000004127	Skyworks Solutions INC	Skywork	SWKS	2010	22.5300	1.0000	22.5300	nan	nan	nan
				2011	12.6600	1.0000	12.6600	187,889,808,000.0	2,378,684,969,280.00	2190.9510
				2012	16.0100	1.0000	16.0100	194,321,490.0	3,111,087,054.90	2.6283
				2013	22.0600	1.0000	22.0600	188,414,735.0	4,156,429,054.10	3.2407
				2014	58.1700	1.0000	58.1700	190,653,624.0	11,090,321,308.08	6.4945
				2015	63.2100	1.0000	63.2100	191,151,089.0	12,082,660,335.69	5.6466
				2016	62.8300	1.0000	62.8300	185,813,926.0	11,674,688,970.58	5.6005
				2017	79.0800	1.0000	79.0800	183,189,590.0	14,486,632,777.20	5.7015
				2018	56.0500	1.0000	56.0500	177,531,995.0	9,950,668,319.75	3.5786
				2019	103.0600	1.0000	103.0600	170,375,324.0	17,558,880,891.44	6.3195
				2020	130.7500	1.0000	130.7500	166,081,720.0	21,715,184,890.00	7.1795
				2021	135.6200	1.0000	135.6200	165,387,253.0	22,429,819,251.86	3.7746
				2022	81.1200	1.0000	81.1200	160,161,064.0	12,992,265,511.68	2.1163
				2023	103.7200	1.0000	103.7200	159,954,867.0	16,590,518,805.24	3.0805
				2024	84.8200	1.0000	84.8200	159,920,649.0	13,564,469,448.18	2.6519
				2025	63.7200	1.0000	63.7200	148,679,767.0	9,473,874,753.24	1.8803
0000006281	Analog Devices INC	Analog	ADI	2010	26.7000	1.0000	26.7000	nan	nan	nan
				2011	26.0000	1.0000	26.0000	297,960,718.0	7,746,978,668.00	2.2919
				2012	31.6200	1.0000	31.6200	301,389,176.0	9,529,925,745.12	2.6942
				2013	39.1800	1.0000	39.1800	311,045,084.0	12,186,746,391.12	3.0373
				2014	44.9600	1.0000	44.9600	311,204,926.0	13,991,773,472.96	3.1224
				2015	46.0400	1.0000	46.0400	312,060,682.0	14,367,273,799.28	3.1749
				2016	61.8200	1.0000	61.8200	308,170,560.0	19,051,104,019.20	3.5362
				2017	76.2000	1.0000	76.2000	368,635,788.0	28,090,047,045.60	1.7490
				2018	74.4100	1.0000	74.4100	370,159,553.0	27,543,572,338.73	1.8418
				2019	106.5300	1.0000	106.5300	368,302,369.0	39,235,251,369.57	2.5250
				2020	131.8900	1.0000	131.8900	369,484,899.0	48,731,363,329.11	3.1501
				2021	161.1600	1.0000	161.1600	525,330,672.0	84,662,291,099.52	2.5404
				2022	155.2000	1.0000	155.2000	509,295,941.0	79,042,730,043.20	2.4648
				2023	191.1300	1.0000	191.1300	496,261,678.0	94,850,494,516.14	3.0585
				2024	209.0800	1.0000	209.0800	496,296,854.0	103,765,746,234.32	3.3865
				2025	274.4200	1.0000	274.4200	489,654,097.0	134,370,877,298.74	4.3226
0000006951	Applied Materials INC DE	Applied	AMAT	2010	11.0400	1.0000	11.0400	nan	nan	nan
				2011	8.5400	1.0000	8.5400	1,305,637,099.0	11,150,140,825.46	1.1779
				2012	9.4600	1.0000	9.4600	1,197,659,704.0	11,329,860,799.84	1.3352
				2013	14.8700	1.0000	14.8700	1,204,183,467.0	17,906,208,154.29	2.1072
				2014	21.9500	1.0000	21.9500	1,221,471,983.0	26,811,310,026.85	2.9018
				2015	16.7700	1.0000	16.7700	1,149,133,389.0	19,270,966,933.53	1.6753
				2016	29.4900	1.0000	29.4900	1,076,570,134.0	31,748,053,251.66	2.8920
				2017	47.4000	1.0000	47.4000	1,056,340,714.0	50,070,549,843.60	3.3961
				2018	29.2300	1.0000	29.2300	958,606,093.0	28,020,056,098.39	1.9521
				2019	57.6200	1.0000	57.6200	915,304,098.0	52,739,822,126.76	3.5358
				2020	82.1300	1.0000	82.1300	914,344,189.0	75,095,088,242.57	4.4006
				2021	150.6800	1.0000	150.6800	888,513,248.0	133,881,176,208.64	6.7953
				2022	94.7800	1.0000	94.7800	844,139,722.0	80,007,562,851.16	3.8783
				2023	159.0100	1.0000	159.0100	831,067,105.0	132,147,980,366.05	5.8591
				2024	164.2900	1.0000	164.2900	813,684,638.0	133,680,249,177.02	5.3668
				2025	259.1700	1.0000	259.1700	792,943,366.0	205,507,132,166.22	7.8763
0000029002	Diodes INC DEL	Diodes	DIOD	2012	17.0400	1.0000	17.0400	46,010,815.0	784,024,287.60	1.4004
				2013	23.0900	1.0000	23.0900	46,659,598.0	1,077,370,117.82	1.3627
				2014	27.3300	1.0000	27.3300	47,583,612.0	1,300,460,115.96	1.6800
				2015	23.3500	1.0000	23.3500	48,590,862.0	1,134,596,627.70	0.9619
				2016	25.8900	1.0000	25.8900	48,902,131.0	1,266,076,171.59	1.1321
				2017	29.0200	1.0000	29.0200	49,390,130.0	1,433,301,572.60	1.3626
				2018	31.9600	1.0000	31.9600	50,220,853.0	1,605,058,461.88	1.5468
				2019	53.8800	1.0000	53.8800	51,041,969.0	2,750,141,289.72	2.5872
				2020	68.2200	1.0000	68.2200	52,041,963.0	3,550,302,715.86	2.4129
				2021	108.2400	1.0000	108.2400	45,017,765.0	4,872,722,883.60	3.1577
				2022	77.2700	1.0000	77.2700	45,469,713.0	3,513,444,723.51	2.3472
0000050863	Intel CORP	Intel C	INTC	2009	13.0800	1.0000	13.0800	nan	nan	nan
				2010	14.0000	1.0000	14.0000	nan	nan	nan
				2011	16.6700	1.0000	16.6700	5,092,000,000.0	84,883,640,000.00	2.0421
				2012	14.7600	1.0000	14.7600	4,976,000,000.0	73,445,760,000.00	1.5108
				2013	18.8700	1.0000	18.8700	4,971,000,000.0	93,802,770,000.00	1.7711
				2014	28.4600	1.0000	28.4600	4,835,000,000.0	137,604,100,000.00	2.5492
				2015	27.6000	1.0000	27.6000	4,719,000,000.0	130,244,400,000.00	2.1937
				2016	30.1300	1.0000	30.1300	4,739,000,000.0	142,786,070,000.00	2.1373
				2017	38.8200	1.0000	38.8200	4,680,000,000.0	181,677,600,000.00	2.5829
				2018	39.8300	1.0000	39.8300	4,564,000,000.0	181,784,120,000.00	2.5142
				2019	52.3300	1.0000	52.3300	4,350,000,000.0	227,635,500,000.00	2.8661
				2020	42.7300	1.0000	42.7300	4,098,000,000.0	175,107,540,000.00	1.9692
				2021	47.6800	1.0000	47.6800	4,067,000,000.0	193,914,560,000.00	1.9799
				2022	25.3800	1.0000	25.3800	4,127,000,000.0	104,743,260,000.00	0.9777
				2023	46.9100	1.0000	46.9100	4,216,000,000.0	197,772,560,000.00	1.8011
				2024	20.1200	1.0000	20.1200	4,313,000,000.0	86,777,560,000.00	0.7478
				2025	36.3600	1.0000	36.3600	4,770,000,000.0	173,437,200,000.00	1.4274
0000056978	Kulicke Soffa Industries INC	Kulicke	KLIC	2011	8.0400	1.0000	8.0400	73,658,871.0	592,217,322.84	1.2007
				2012	10.2000	1.0000	10.2000	75,051,007.0	765,520,271.40	1.5504
				2013	11.4200	1.0000	11.4200	75,969,839.0	867,575,561.38	1.7195
				2014	12.6000	1.0000	12.6000	76,988,338.0	970,053,058.80	1.7644
				2015	10.4700	1.0000	10.4700	70,694,772.0	740,174,262.84	1.4281
				2016	14.0400	1.0000	14.0400	70,881,792.0	995,180,359.68	1.7177
				2017	21.1700	1.0000	21.1700	70,603,793.0	1,494,682,297.81	2.0916
				2018	17.0400	1.0000	17.0400	67,171,963.0	1,144,610,249.52	1.5348
				2019	24.3500	1.0000	24.3500	63,028,039.0	1,534,732,749.65	2.2080
				2020	30.1000	1.0000	30.1000	62,029,334.0	1,867,082,953.40	2.7637
				2021	53.7000	1.0000	53.7000	62,421,143.0	3,352,015,379.10	3.1804
				2022	42.1800	1.0000	42.1800	57,018,988.0	2,405,060,913.84	2.4261
				2023	52.5300	1.0000	52.5300	56,720,044.0	2,979,503,911.32	3.2650
				2024	46.4600	1.0000	46.4600	53,871,256.0	2,502,858,553.76	3.2585
				2025	46.1300	1.0000	46.1300	52,363,000.0	2,415,505,190.00	3.4826
0000065759	Micropac Industries INC	Micropa	nan	2022	nan	nan	nan	2,578,315.0	nan	nan
0000065759	Micropac Industries INC	Micropa	nan	2023	nan	nan	nan	2,578,315.0	nan	nan
0000088941	Semtech CORP	Semtech	SMTC	2010	23.1200	1.0000	23.1200	nan	nan	nan
				2011	24.7400	1.0000	24.7400	65,090,975.0	1,610,350,721.50	4.2728
				2012	28.6100	1.0000	28.6100	66,213,397.0	1,894,365,288.17	4.7751
				2013	25.0200	1.0000	25.0200	68,640,043.0	1,717,373,875.86	2.5845
				2014	27.7000	1.0000	27.7000	66,752,087.0	1,849,032,809.90	3.4899
				2015	19.3100	1.0000	19.3100	64,900,768.0	1,253,233,830.08	2.4166
				2016	32.2500	1.0000	32.2500	65,636,833.0	2,116,787,864.25	4.1694
				2017	34.2000	1.0000	34.2000	66,358,418.0	2,269,457,895.60	4.0007
				2018	44.6500	1.0000	44.6500	65,808,898.0	2,938,367,295.70	4.8489
				2019	52.0700	1.0000	52.0700	66,246,440.0	3,449,452,130.80	5.7843
				2020	71.7100	1.0000	71.7100	65,003,286.0	4,661,385,639.06	8.0992
				2021	87.7200	1.0000	87.7200	64,436,830.0	5,652,398,727.60	9.4865
				2022	27.4800	1.0000	27.4800	63,837,729.0	1,754,260,792.92	2.7866
				2023	22.2500	1.0000	22.2500	64,284,760.0	1,430,335,910.00	0.9643
				2024	63.4400	1.0000	63.4400	75,682,863.0	4,801,320,828.72	6.0360
0000091668	Solitron Devices INC	Solitro	SODI	2011	2.9900	1.0000	2.9900	2,267,775.0	6,780,647.25	0.9618
				2013	3.9500	1.0000	3.9500	2,177,832.0	8,602,436.40	1.2316
				2014	4.0400	1.0000	4.0400	2,185,832.0	8,830,761.28	1.2869
				2015	4.3600	1.0000	4.3600	2,232,977.0	9,735,779.72	1.3271
				2020	4.8900	1.0000	4.8900	nan	nan	nan
				2021	12.0000	1.0000	12.0000	2,083,462.0	25,001,544.00	4.4435
				2022	9.2600	1.0000	9.2600	2,083,436.0	19,292,617.36	2.1102
				2023	15.8900	1.0000	15.8900	2,083,436.0	33,105,798.04	3.4957
				2024	16.0000	1.0000	16.0000	2,083,436.0	33,334,976.00	2.0570
0000093205	Living 3D Holdings INC	Living	nan	2013	nan	nan	nan	69,703,480.0	nan	nan
				2017	nan	nan	nan	30,697,043.0	nan	nan
				2018	nan	nan	nan	70,697,043.0	nan	nan
0000093384	Standard Microsystems CORP	Standar	nan	2010	nan	nan	nan	nan	nan	nan
0000093384	Standard Microsystems CORP	Standar	nan	2011	nan	nan	nan	23,166,811.0	nan	nan
0000097476	Texas Instruments INC	Texas I	TXN	2009	16.7300	1.0000	16.7300	nan	nan	nan
				2010	21.6500	1.0000	21.6500	nan	nan	nan
				2011	19.8300	1.0000	19.8300	1,142,649,874.0	22,658,747,001.42	1.5085
				2012	21.4900	1.0000	21.4900	1,120,802,980.0	24,086,056,040.20	1.6568
				2013	31.0400	1.0000	31.0400	1,094,563,114.0	33,975,239,058.56	2.5106
				2014	40.0300	1.0000	40.0300	1,056,299,947.0	42,283,686,878.41	3.3750
				2015	42.4400	1.0000	42.4400	1,014,412,071.0	43,051,648,293.24	3.8247
				2016	57.3700	1.0000	57.3700	999,485,728.0	57,340,496,215.36	5.1226
				2017	82.6700	1.0000	82.6700	985,560,591.0	81,476,294,057.97	6.5321
				2018	75.3000	1.0000	75.3000	960,543,238.0	72,328,905,821.40	5.7219
				2019	107.5000	1.0000	107.5000	934,775,441.0	100,488,359,907.50	7.4079
				2020	140.0400	1.0000	140.0400	917,942,130.0	128,548,615,885.20	8.7109
				2021	165.8000	1.0000	165.8000	923,526,047.0	153,120,618,592.60	8.5021
				2022	149.7900	1.0000	149.7900	907,571,712.0	135,945,166,740.48	6.8250
				2023	157.7200	1.0000	157.7200	908,204,093.0	143,241,949,547.96	5.9934
				2024	180.9500	1.0000	180.9500	912,216,614.0	165,065,596,303.30	6.1004
				2025	175.1000	1.0000	175.1000	908,623,020.0	159,099,890,802.00	6.0154
0000310568	Microsemi CORP	Microse	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	86,851,848.0	nan	nan
				2012	nan	nan	nan	90,323,928.0	nan	nan
				2013	nan	nan	nan	93,967,589.0	nan	nan
				2014	nan	nan	nan	95,041,435.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0000316793	International Rectifier CORP DE	Interna	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	69,046,377.0	nan	nan
				2012	nan	nan	nan	69,328,152.0	nan	nan
				2013	nan	nan	nan	71,103,654.0	nan	nan
0000703360	LSI CORP	LSI COR	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	563,488,950.0	nan	nan
				2012	nan	nan	nan	566,775,845.0	nan	nan
				2013	nan	nan	nan	544,936,011.0	nan	nan
0000703361	Renesas Electronics America Inc	Renesas	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	142,051,332.0	nan	nan
				2012	nan	nan	nan	142,271,904.0	nan	nan
				2013	nan	nan	nan	151,532,718.0	nan	nan
				2014	nan	nan	nan	148,650,153.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0000711065	Applied Micro Circuits CORP	Applied	nan	2011	nan	nan	nan	60,858,734.0	nan	nan
				2012	nan	nan	nan	62,084,504.0	nan	nan
				2013	nan	nan	nan	73,858,343.0	nan	nan
				2014	nan	nan	nan	78,730,372.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0000723125	Micron Technology INC	Micron	MU	2011	6.0600	1.0000	6.0600	987,573,286.0	5,984,694,113.16	0.6087
				2012	6.1700	1.0000	6.1700	1,021,780,637.0	6,304,386,530.29	0.6234
				2013	21.2100	1.0000	21.2100	1,051,855,450.0	22,309,854,094.50	1.5804
				2014	34.0800	1.0000	34.0800	1,073,455,204.0	36,583,353,352.32	2.1926
				2015	13.9800	1.0000	13.9800	1,085,753,663.0	15,178,836,208.74	0.8672
				2016	21.5500	1.0000	21.5500	1,041,537,057.0	22,445,123,578.35	1.0649
				2017	42.0300	1.0000	42.0300	1,156,314,972.0	48,599,918,273.16	1.8991
				2018	30.7100	1.0000	30.7100	1,121,046,809.0	34,427,347,504.39	1.2874
				2019	52.9400	1.0000	52.9400	1,110,873,554.0	58,809,645,948.76	1.9311
				2020	69.3000	1.0000	69.3000	1,113,221,799.0	77,146,270,670.70	2.2572
				2021	90.9200	1.0000	90.9200	1,118,623,738.0	101,705,270,258.96	2.7576
				2022	49.5700	1.0000	49.5700	1,091,176,552.0	54,089,621,682.64	1.3087
				2023	84.6800	1.0000	84.6800	1,103,908,880.0	93,479,003,958.40	2.2154
				2024	89.0500	1.0000	89.0500	1,114,171,932.0	99,217,010,544.60	2.1178
				2025	280.4600	1.0000	280.4600	1,125,509,261.0	315,660,327,340.06	5.6656
0000724910	NVE CORP NEW	NVE COR	NVEC	2011	28.9500	1.0000	28.9500	4,776,198.0	138,270,932.10	3.7521
				2012	27.6900	1.0000	27.6900	4,826,745.0	133,652,569.05	3.1529
				2013	28.9200	1.0000	28.9200	4,837,043.0	139,887,283.56	2.8678
				2014	35.4900	1.0000	35.4900	4,857,953.0	172,408,751.97	3.2403
				2015	31.3400	1.0000	31.3400	4,844,845.0	151,837,442.30	2.7218
				2016	41.9900	1.0000	41.9900	4,836,010.0	203,064,059.90	3.9640
				2022	54.9300	1.0000	54.9300	4,830,826.0	265,357,272.18	7.5419
				2023	70.3400	1.0000	70.3400	4,833,401.0	339,981,426.34	9.5196
				2024	75.3100	1.0000	75.3100	4,837,166.0	364,286,971.46	10.7159
0000730000	Supertex INC	Superte	nan	2011	nan	nan	nan	12,055,942.0	nan	nan
0000730000	Supertex INC	Superte	nan	2012	nan	nan	nan	12,008,921.0	nan	nan
0000743316	Maxim Integrated Products INC	Maxim I	nan	2010	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0000743988	Xilinx INC	Xilinx	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	262,461,679.0	nan	nan
				2012	nan	nan	nan	263,904,412.0	nan	nan
				2013	nan	nan	nan	268,313,590.0	nan	nan
				2014	nan	nan	nan	264,455,283.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	245,059,000.0	nan	nan
0000753568	EXAR CORP	EXAR CO	nan	2011	nan	nan	nan	44,812,994.0	nan	nan
				2012	nan	nan	nan	45,496,745.0	nan	nan
				2013	nan	nan	nan	47,509,410.0	nan	nan
				2014	nan	nan	nan	47,075,018.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0000767920	PMC Sierra INC	PMC Sie	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	230,186,366.0	nan	nan
				2012	nan	nan	nan	231,716,591.0	nan	nan
				2013	nan	nan	nan	203,297,770.0	nan	nan
				2014	nan	nan	nan	198,037,197.0	nan	nan
0000768251	Altera CORP	Altera	nan	2009	nan	nan	nan	nan	nan	nan
				2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	320,863,017.0	nan	nan
				2012	nan	nan	nan	322,374,696.0	nan	nan
				2013	nan	nan	nan	321,128,555.0	nan	nan
				2014	nan	nan	nan	304,816,766.0	nan	nan
0000771266	Kopin CORP	Kopin C	KOPN	2011	3.9600	1.0000	3.9600	67,845,610.0	268,668,615.60	2.4757
				2012	3.3000	1.0000	3.3000	66,295,412.0	218,774,859.60	2.2280
				2013	4.2000	1.0000	4.2000	66,420,052.0	278,964,218.40	3.5453
				2014	3.4600	1.0000	3.4600	65,907,855.0	228,041,178.30	3.3442
				2020	2.5200	1.0000	2.5200	85,053,040.0	214,333,660.80	6.6663
				2021	4.1900	1.0000	4.1900	92,190,206.0	386,276,963.14	8.9321
				2022	1.1300	1.0000	1.1300	95,124,458.0	107,490,637.54	3.3998
				2023	1.7700	1.0000	1.7700	114,449,134.0	202,574,967.18	5.8619
				2025	2.3700	1.0000	2.3700	182,513,346.0	432,556,630.02	5.9490
0000772406	Cirrus Logic INC	Cirrus	CRUS	2011	15.8800	1.0000	15.8800	63,931,403.0	1,015,230,679.64	3.7007
				2012	27.8200	1.0000	27.8200	65,486,959.0	1,821,847,199.38	5.9012
				2013	20.4100	1.0000	20.4100	63,498,212.0	1,295,998,506.92	3.4353
				2014	23.5900	1.0000	23.5900	63,163,170.0	1,490,019,180.30	3.6686
				2015	31.1700	1.0000	31.1700	63,695,178.0	1,985,378,698.26	2.5771
				2016	58.3200	1.0000	58.3200	63,711,256.0	3,715,640,449.92	4.9405
				2023	83.8100	1.0000	83.8100	53,897,687.0	4,517,165,147.47	3.6584
				2024	101.2500	1.0000	101.2500	53,139,913.0	5,380,416,191.25	4.0664
0000790715	Sigma Designs INC	Sigma D	nan	2012	nan	nan	nan	32,659,899.0	nan	nan
				2013	nan	nan	nan	34,567,958.0	nan	nan
				2014	nan	nan	nan	34,936,299.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0000791907	Linear Technology CORP CA	Linear	nan	2011	nan	nan	nan	227,766,514.0	nan	nan
				2012	nan	nan	nan	230,269,709.0	nan	nan
				2013	nan	nan	nan	234,162,695.0	nan	nan
				2014	nan	nan	nan	238,531,669.0	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0000791915	Cypress Semiconductor CORP DE	Cypress	nan	2010	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	151,101,454.0	nan	nan
				2014	nan	nan	nan	161,238,508.0	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
0000808326	Emcore CORP	Emcore	nan	2011	nan	nan	nan	94,067,694.0	nan	nan
				2012	nan	nan	nan	26,378,745.0	nan	nan
				2013	nan	nan	nan	30,029,975.0	nan	nan
				2014	nan	nan	nan	31,149,792.0	nan	nan
				2015	nan	nan	nan	25,711,928.0	nan	nan
				2016	nan	nan	nan	26,245,113.0	nan	nan
				2017	nan	nan	nan	27,128,382.0	nan	nan
				2018	nan	nan	nan	27,607,194.0	nan	nan
				2019	nan	nan	nan	28,904,853.0	nan	nan
				2020	nan	nan	nan	29,560,754.0	nan	nan
				2021	nan	nan	nan	36,990,099.0	nan	nan
				2022	nan	nan	nan	37,603,331.0	nan	nan
				2023	nan	nan	nan	77,172,167.0	nan	nan
				2024	nan	nan	nan	9,066,620.0	nan	nan
0000810136	Photronics INC	Photron	PLAB	2011	6.1100	1.0000	6.1100	60,194,533.0	367,788,596.63	0.6831
				2012	5.6400	1.0000	5.6400	60,721,580.0	342,469,711.20	0.6162
				2013	8.9800	1.0000	8.9800	61,556,948.0	552,781,393.04	0.9343
				2014	8.3400	1.0000	8.3400	66,348,970.0	553,350,409.80	0.8386
				2015	12.6500	1.0000	12.6500	66,982,870.0	847,333,305.50	1.2756
				2016	11.5500	1.0000	11.5500	68,325,098.0	789,154,881.90	1.3712
				2017	8.6700	1.0000	8.6700	69,052,587.0	598,685,929.29	1.0185
				2018	9.5800	1.0000	9.5800	66,987,737.0	641,742,520.46	0.9757
				2019	15.8700	1.0000	15.8700	65,416,365.0	1,038,157,712.55	1.5656
				2020	11.0400	1.0000	11.0400	63,916,262.0	705,635,532.48	0.9980
				2021	18.6800	1.0000	18.6800	60,900,453.0	1,137,620,462.04	1.4329
				2022	16.8700	1.0000	16.8700	61,738,313.0	1,041,525,340.31	1.3271
				2023	30.9700	1.0000	30.9700	62,548,494.0	1,937,126,859.18	2.1804
				2024	24.1200	1.0000	24.1200	63,335,388.0	1,527,649,558.56	1.5718
				2025	33.3800	1.0000	33.3800	60,150,512.0	2,007,824,090.56	1.9961
0000817720	Synaptics Inc	Synapti	SYNA	2010	29.7400	1.0000	29.7400	nan	nan	nan
				2011	30.1800	1.0000	30.1800	32,197,396.0	971,717,411.28	3.5408
				2012	29.5600	1.0000	29.5600	32,941,262.0	973,743,704.72	3.0095
				2013	50.3800	1.0000	50.3800	33,090,816.0	1,667,115,310.08	3.9647
				2014	69.4400	1.0000	69.4400	36,900,176.0	2,562,348,221.44	3.8261
				2015	80.9200	1.0000	80.9200	36,232,275.0	2,931,915,693.00	2.6113
				2016	54.9900	1.0000	54.9900	34,899,756.0	1,919,137,582.44	2.0249
				2017	40.2000	1.0000	40.2000	34,031,448.0	1,368,064,209.60	1.5258
				2018	37.0400	1.0000	37.0400	34,618,700.0	1,282,276,648.00	1.1296
				2019	66.7000	1.0000	66.7000	33,464,178.0	2,232,060,672.60	2.0645
				2020	86.0100	1.0000	86.0100	34,518,242.0	2,968,913,994.42	2.3118
				2021	282.9900	1.0000	282.9900	39,271,418.0	11,113,418,579.82	6.3753
				2022	95.1200	1.0000	95.1200	39,870,971.0	3,792,526,761.52	1.7045
				2024	76.8800	1.0000	76.8800	40,058,435.0	3,079,692,482.80	1.4723
0000827054	Microchip Technology INC	Microch	MCHP	2009	9.4900	2.0000	18.9800	nan	nan	nan
				2010	11.8800	2.0000	23.7600	nan	nan	nan
				2011	12.9100	2.0000	25.8200	191,131,390.0	4,935,012,489.80	2.9844
				2012	12.0700	2.0000	24.1400	194,605,470.0	4,697,776,045.80	2.8208
				2013	17.0100	2.0000	34.0200	198,368,386.0	6,748,492,491.72	3.2192
				2018	30.8700	2.0000	61.7400	236,509,664.0	14,602,106,655.36	2.8424
				2019	46.4800	2.0000	92.9600	238,977,636.0	22,215,361,042.56	2.1439
				2020	61.5200	2.0000	123.0400	260,376,158.0	32,036,682,480.32	3.3612
				2021	79.0900	1.0000	79.0900	554,870,712.0	43,884,724,612.08	4.6465
				2022	65.0100	1.0000	65.0100	550,008,710.0	35,756,066,237.10	4.0636
				2023	85.7300	1.0000	85.7300	541,045,298.0	46,383,813,397.54	4.7602
				2024	55.5200	1.0000	55.5200	537,010,234.0	29,814,808,191.68	3.2421
0000833640	Power Integrations INC	Power I	POWI	2010	17.7300	2.0000	35.4600	nan	nan	nan
				2011	14.5900	2.0000	29.1800	28,052,418.0	818,569,557.24	3.2743
				2012	14.6200	2.0000	29.2400	28,969,549.0	847,069,612.76	3.7061
				2013	24.1600	2.0000	48.3200	29,926,934.0	1,446,069,450.88	5.1086
				2014	23.4200	2.0000	46.8400	29,525,131.0	1,382,957,136.04	4.9679
				2015	22.2600	2.0000	44.5200	28,430,305.0	1,265,717,178.60	4.6334
				2016	31.1800	2.0000	62.3600	29,139,733.0	1,817,153,749.88	5.8375
				2017	34.1300	2.0000	68.2600	29,716,808.0	2,028,469,314.08	5.8415
				2018	27.8800	2.0000	55.7600	29,329,492.0	1,635,412,473.92	5.0296
				2019	45.9400	2.0000	91.8800	29,422,335.0	2,703,324,139.80	6.1207
				2020	74.8300	1.0000	74.8300	59,860,945.0	4,479,394,514.35	8.9921
				2021	85.9200	1.0000	85.9200	60,331,685.0	5,183,698,375.20	9.2816
				2022	68.8800	1.0000	68.8800	57,197,860.0	3,939,788,596.80	8.5192
				2023	80.9300	1.0000	80.9300	56,857,583.0	4,601,484,192.19	10.3701
				2024	61.0000	1.0000	61.0000	56,864,621.0	3,468,741,881.00	7.6420
0000850579	PLX Technology INC	PLX Tec	nan	2011	nan	nan	nan	44,550,936.0	nan	nan
				2012	nan	nan	nan	44,731,812.0	nan	nan
				2013	nan	nan	nan	45,696,349.0	nan	nan
0000854701	Integrated Silicon Solution INC	Integra	nan	2011	nan	nan	nan	26,339,358.0	nan	nan
				2012	nan	nan	nan	27,778,293.0	nan	nan
				2013	nan	nan	nan	29,466,567.0	nan	nan
				2014	nan	nan	nan	31,199,190.0	nan	nan
0000855658	Lattice Semiconductor CORP	Lattice	LSCC	2011	5.9500	1.0000	5.9500	117,382,731.0	698,427,249.45	2.5780
				2012	3.8800	1.0000	3.8800	116,592,008.0	452,376,991.04	1.8096
				2013	5.3800	1.0000	5.3800	116,343,059.0	625,925,657.42	2.4565
				2015	6.0900	1.0000	6.0900	117,905,097.0	718,042,040.73	2.4736
				2016	7.2600	1.0000	7.2600	121,153,068.0	879,571,273.68	1.3915
				2017	5.7800	1.0000	5.7800	123,365,688.0	713,053,676.64	1.3516
				2018	6.8100	1.0000	6.8100	129,525,043.0	882,065,542.83	1.7839
				2019	19.6300	1.0000	19.6300	133,557,952.0	2,621,742,597.76	5.8497
				2021	76.1700	1.0000	76.1700	136,939,698.0	10,430,696,796.66	21.3822
				2022	66.2200	1.0000	66.2200	137,059,418.0	9,076,074,659.96	16.3482
				2023	70.3000	1.0000	70.3000	138,028,377.0	9,703,394,903.10	19.6060
				2024	58.7500	1.0000	58.7500	137,971,192.0	8,105,807,530.00	16.5968
0000866291	Allegro Microsystems INC	Allegro	ALGM	2020	26.0900	1.0000	26.0900	189,431,766.0	4,942,274,774.94	9.8678
				2021	35.0500	1.0000	35.0500	189,702,550.0	6,649,074,377.50	14.6356
				2022	29.9400	1.0000	29.9400	191,308,141.0	5,727,765,741.54	10.9113
0000867773	Sunpower CORP	Sunpowe	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	58,143,226.0	nan	nan
				2012	nan	nan	nan	119,047,078.0	nan	nan
				2014	nan	nan	nan	131,330,619.0	nan	nan
				2016	nan	nan	nan	138,418,112.0	nan	nan
				2017	nan	nan	nan	139,571,477.0	nan	nan
				2018	nan	nan	nan	141,085,025.0	nan	nan
				2019	nan	nan	nan	142,612,199.0	nan	nan
				2021	nan	nan	nan	172,988,218.0	nan	nan
				2022	nan	nan	nan	174,182,510.0	nan	nan
0000869986	Advanced Photonix INC	Advance	nan	2011	nan	nan	nan	30,971,560.0	nan	nan
				2012	nan	nan	nan	31,161,147.0	nan	nan
				2013	nan	nan	nan	31,244,740.0	nan	nan
0000872448	Atmel CORP	Atmel C	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	462,603,364.0	nan	nan
				2014	nan	nan	nan	417,358,382.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0000880177	Peregrine Semiconductor CORP	Peregri	nan	2012	nan	nan	nan	nan	nan	nan
0000880177	Peregrine Semiconductor CORP	Peregri	nan	2013	nan	nan	nan	32,686,216.0	nan	nan
0000880446	Vitesse Semiconductor CORP	Vitesse	nan	2011	nan	nan	nan	24,487,978.0	nan	nan
				2012	nan	nan	nan	25,815,016.0	nan	nan
				2013	nan	nan	nan	57,545,025.0	nan	nan
				2014	nan	nan	nan	67,903,274.0	nan	nan
0000882508	Quicklogic Corp	Quicklo	QUIK	2011	37.1000	0.0710	2.6300	38,503,654.0	101,264,610.02	5.3460
				2012	31.8500	0.0710	2.2600	44,290,735.0	100,097,061.10	5.7611
				2013	51.4500	0.0710	3.6500	44,788,297.0	163,477,284.05	5.6756
				2014	44.2400	0.0710	3.1400	55,859,141.0	175,397,702.74	7.5124
				2016	18.9000	0.0710	1.3400	67,791,302.0	90,840,344.68	4.9714
				2017	24.1500	0.0710	1.7100	80,178,728.0	137,105,624.88	7.9943
				2018	10.5700	0.0710	0.7500	95,191,029.0	71,393,271.75	2.6017
				2019	4.5300	1.0000	4.5300	116,558,521.0	528,010,100.13	19.9306
				2021	5.1100	1.0000	5.1100	11,795,647.0	60,275,756.17	2.2622
				2022	5.0400	1.0000	5.0400	13,112,540.0	66,087,201.60	2.7093
				2023	13.5900	1.0000	13.5900	13,910,127.0	189,038,625.93	4.8029
				2024	9.3200	1.0000	9.3200	14,707,072.0	137,069,911.04	3.4729
				2025	6.3800	1.0000	6.3800	17,090,253.0	109,035,814.14	3.2454
0000886328	E Digital CORP	E Digit	nan	2011	nan	nan	nan	293,003,158.0	nan	nan
0000886328	E Digital CORP	E Digit	nan	2015	nan	nan	nan	nan	nan	nan
0000887969	MRV Communications INC	MRV Com	nan	2011	nan	nan	nan	157,703,451.0	nan	nan
				2012	nan	nan	nan	157,750,731.0	nan	nan
				2013	nan	nan	nan	7,301,504.0	nan	nan
				2014	nan	nan	nan	7,362,146.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0000889971	Lightpath Technologies INC	Lightpa	LPTH	2011	0.9900	1.0000	0.9900	9,761,129.0	9,663,517.71	1.8839
				2012	0.8900	1.0000	0.8900	11,801,684.0	10,503,498.76	1.6752
				2013	1.3900	1.0000	1.3900	13,794,115.0	19,173,819.85	3.3860
				2014	1.0500	1.0000	1.0500	14,297,166.0	15,012,024.30	2.1309
				2015	2.2500	1.0000	2.2500	15,239,775.0	34,289,493.75	3.9259
				2016	1.4400	1.0000	1.4400	15,653,258.0	22,540,691.52	2.2189
				2017	2.2100	1.0000	2.2100	24,539,858.0	54,233,086.18	1.7010
				2018	1.5000	1.0000	1.5000	25,784,475.0	38,676,712.50	1.3138
				2019	0.6800	1.0000	0.6800	25,840,362.0	17,571,446.16	0.5964
				2020	3.9200	1.0000	3.9200	26,109,225.0	102,348,162.00	3.3745
				2021	2.3000	1.0000	2.3000	27,034,266.0	62,178,811.80	1.6475
				2022	1.1900	1.0000	1.1900	27,082,022.0	32,227,606.18	0.8990
				2024	3.1700	1.0000	3.1700	39,664,887.0	125,737,691.79	3.8177
0000890394	Peraso Inc	Peraso	PRSO	2011	23840.0000	0.0000	0.0000	38,345,877.0	0.00	0.0000
				2012	26720.0000	0.0000	0.0000	39,906,910.0	0.00	0.0000
				2013	44280.0000	0.0000	0.0000	48,411,904.0	0.00	0.0000
				2014	12680.0000	0.0000	0.0000	49,777,187.0	0.00	0.0000
				2015	9480.0000	0.0000	0.0000	65,495,715.0	0.00	0.0000
				2016	2640.0000	0.0000	0.0000	66,306,047.0	0.00	0.0000
				2017	940.0000	0.0010	0.9400	8,067,635.0	7,583,576.90	0.3896
				2018	128.0000	0.0010	0.1300	41,640,586.0	5,413,276.18	0.6518
				2019	71.0000	0.0250	1.7800	2,177,552.0	3,876,042.56	0.5537
				2020	80.6000	0.0250	2.0200	3,553,184.0	7,177,431.68	1.0480
				2021	178.6000	0.0250	4.4600	8,704,723.0	38,823,064.58	1.4440
				2022	33.6000	0.0250	0.8400	12,768,987.0	10,725,949.08	0.7219
				2023	9.6000	0.0250	0.2400	25,339,070.0	6,081,376.80	0.7012
				2024	1.0400	1.0000	1.0400	nan	nan	nan
				2025	0.9300	1.0000	0.9300	nan	nan	nan
0000895419	Wolfspeed INC	Wolfspe	WOLF	2010	nan	1.0000	nan	nan	nan	nan
				2011	nan	1.0000	nan	116,099,017.0	nan	nan
				2012	nan	1.0000	nan	116,283,450.0	nan	nan
				2013	nan	1.0000	nan	120,702,745.0	nan	nan
				2014	nan	1.0000	nan	119,445,374.0	nan	nan
				2015	nan	1.0000	nan	103,045,259.0	nan	nan
				2016	nan	1.0000	nan	99,704,078.0	nan	nan
				2017	nan	1.0000	nan	101,758,035.0	nan	nan
				2018	nan	1.0000	nan	102,559,333.0	nan	nan
				2019	nan	1.0000	nan	107,709,722.0	nan	nan
				2020	nan	1.0000	nan	110,340,000.0	nan	nan
				2021	nan	1.0000	nan	116,217,170.0	nan	nan
				2022	nan	1.0000	nan	124,213,276.0	nan	nan
				2024	nan	1.0000	nan	127,713,305.0	nan	nan
0000907686	Plures Technologies Inc DE	Plures	nan	2011	nan	nan	nan	4,807,528.0	nan	nan
0000907686	Plures Technologies Inc DE	Plures	nan	2012	nan	nan	nan	4,847,530.0	nan	nan
0000911160	RF Micro Devices INC	RF Micr	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	277,964,072.0	nan	nan
				2012	nan	nan	nan	278,144,701.0	nan	nan
				2013	nan	nan	nan	282,345,184.0	nan	nan
0000912093	Viavi Solutions INC	Viavi S	VIAV	2011	5.9300	1.7580	10.4200	229,134,241.0	2,387,578,791.22	2.0164
				2012	7.5100	1.7580	13.2000	233,951,449.0	3,088,159,126.80	2.4484
				2013	7.2200	1.7580	12.6900	232,837,321.0	2,954,705,603.49	2.8646
				2014	7.9200	1.7580	13.9200	231,853,262.0	3,227,397,407.04	2.3393
				2016	8.3600	1.0000	8.3600	230,125,643.0	1,923,850,375.48	2.0150
				2017	8.7800	1.0000	8.7800	227,421,473.0	1,996,760,532.94	1.7081
				2018	9.8800	1.0000	9.8800	228,422,336.0	2,256,812,679.68	1.7495
				2019	15.1900	1.0000	15.1900	229,790,489.0	3,490,517,527.91	3.3257
				2021	17.2200	1.0000	17.2200	237,686,271.0	4,092,957,586.62	3.0700
				2022	10.2600	1.0000	10.2600	226,358,479.0	2,322,437,994.54	2.1140
				2023	9.8100	1.0000	9.8100	222,394,571.0	2,181,690,741.51	1.9878
				2024	10.2200	1.0000	10.2200	221,813,229.0	2,266,931,200.38	1.6245
0000913885	Triquint Semiconductor INC	Triquin	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	166,227,235.0	nan	nan
				2012	nan	nan	nan	166,242,112.0	nan	nan
				2013	nan	nan	nan	160,605,803.0	nan	nan
0000915778	DSP Group INC DE	DSP Gro	nan	2011	nan	nan	nan	23,024,141.0	nan	nan
				2012	nan	nan	nan	22,731,823.0	nan	nan
				2013	nan	nan	nan	22,561,793.0	nan	nan
				2014	nan	nan	nan	21,612,193.0	nan	nan
				2020	nan	nan	nan	23,597,099.0	nan	nan
0000917273	Rambus INC	Rambus	RMBS	2010	19.9100	1.0000	19.9100	nan	nan	nan
				2011	7.4400	1.0000	7.4400	109,961,324.0	818,112,250.56	1.7077
				2012	5.0900	1.0000	5.0900	110,879,633.0	564,377,331.97	1.3217
				2013	9.5600	1.0000	9.5600	112,706,137.0	1,077,470,669.72	1.9833
				2014	11.5800	1.0000	11.5800	114,753,168.0	1,328,841,685.44	3.3859
				2015	11.8600	1.0000	11.8600	116,533,951.0	1,382,092,658.86	3.0281
				2016	14.0400	1.0000	14.0400	110,451,608.0	1,550,740,576.32	3.0569
				2017	14.3500	1.0000	14.3500	109,778,058.0	1,575,315,132.30	2.6026
				2024	54.0600	1.0000	54.0600	106,575,437.0	5,761,468,124.22	7.3595
0000932111	Micrel INC	Micrel	nan	2011	nan	nan	nan	61,481,969.0	nan	nan
				2012	nan	nan	nan	60,904,080.0	nan	nan
				2013	nan	nan	nan	57,023,617.0	nan	nan
				2014	nan	nan	nan	56,656,875.0	nan	nan
0000940332	Anadigics INC	Anadigi	nan	2011	nan	nan	nan	69,877,065.0	nan	nan
				2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	84,022,372.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0000944739	Transwitch CORP DE	Transwi	nan	2011	nan	nan	nan	30,533,225.0	nan	nan
0000944739	Transwitch CORP DE	Transwi	nan	2012	nan	nan	nan	30,664,640.0	nan	nan
0000945436	Sunedison INC	Sunedis	nan	2009	nan	nan	nan	nan	nan	nan
				2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	230,433,037.0	nan	nan
				2012	nan	nan	nan	241,279,694.0	nan	nan
				2013	nan	nan	nan	266,604,021.0	nan	nan
				2014	nan	nan	nan	270,966,015.0	nan	nan
0000945699	IXYS LLC	IXYS LL	nan	2011	nan	nan	nan	31,179,402.0	nan	nan
				2012	nan	nan	nan	31,323,538.0	nan	nan
				2013	nan	nan	nan	31,126,466.0	nan	nan
				2014	nan	nan	nan	31,545,600.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001001426	Pericom Semiconductor CORP	Pericom	nan	2011	nan	nan	nan	24,317,000.0	nan	nan
				2012	nan	nan	nan	23,544,521.0	nan	nan
				2013	nan	nan	nan	22,767,000.0	nan	nan
				2014	nan	nan	nan	21,843,000.0	nan	nan
0001021604	ON Track Innovations LTD	ON Trac	nan	2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	33,618,287.0	nan	nan
				2015	nan	nan	nan	40,835,974.0	nan	nan
				2018	nan	nan	nan	41,294,377.0	nan	nan
				2019	nan	nan	nan	41,324,377.0	nan	nan
				2020	nan	nan	nan	53,824,377.0	nan	nan
				2021	nan	nan	nan	72,789,893.0	nan	nan
0001036960	Fairchild Semiconductor International INC	Fairchi	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	126,423,562.0	nan	nan
				2012	nan	nan	nan	125,956,629.0	nan	nan
				2013	nan	nan	nan	127,007,415.0	nan	nan
				2014	nan	nan	nan	118,771,532.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001038074	Silicon Laboratories INC	Silicon	SLAB	2010	46.1900	1.0000	46.1900	nan	nan	nan
				2011	43.4600	1.0000	43.4600	41,850,712.0	1,818,831,943.52	4.4746
				2012	41.9900	1.0000	41.9900	41,599,066.0	1,746,744,781.34	3.1938
				2013	42.1500	1.0000	42.1500	43,121,582.0	1,817,574,681.30	2.9224
				2015	50.3000	1.0000	50.3000	41,574,684.0	2,091,206,605.20	3.1513
				2016	65.8300	1.0000	65.8300	41,747,783.0	2,748,256,554.89	4.1116
				2017	89.5000	1.0000	89.5000	42,565,135.0	3,809,579,582.50	3.5988
				2018	77.9900	1.0000	77.9900	43,148,394.0	3,365,143,248.06	3.0853
				2019	115.6200	1.0000	115.6200	43,373,269.0	5,014,817,361.78	4.4882
				2021	205.0500	1.0000	205.0500	40,187,246.0	8,240,394,792.30	5.9132
				2022	134.0400	1.0000	134.0400	33,282,898.0	4,461,239,647.92	3.0413
				2023	132.1400	1.0000	132.1400	31,779,335.0	4,199,321,326.90	5.0069
				2024	125.7400	1.0000	125.7400	32,448,037.0	4,080,016,172.38	5.9764
0001039065	OSI Systems INC	OSI Sys	OSIS	2011	48.4700	1.0000	48.4700	19,645,145.0	952,200,178.15	2.4256
				2012	63.4100	1.0000	63.4100	19,990,702.0	1,267,610,413.82	2.3792
				2013	51.5700	1.0000	51.5700	20,053,538.0	1,034,160,954.66	1.4495
				2014	71.6600	1.0000	71.6600	19,829,016.0	1,420,947,286.56	1.9074
				2015	90.9000	1.0000	90.9000	19,722,098.0	1,792,738,708.20	2.7736
				2016	75.9800	1.0000	75.9800	19,064,008.0	1,448,483,327.84	2.0082
				2017	65.8400	1.0000	65.8400	18,968,450.0	1,248,882,748.00	1.3209
				2018	72.2900	1.0000	72.2900	18,153,123.0	1,312,289,261.67	1.2980
				2019	101.0900	1.0000	101.0900	18,357,463.0	1,855,755,934.67	1.8764
				2020	92.8500	1.0000	92.8500	17,920,788.0	1,663,945,165.80	1.6936
				2021	92.4200	1.0000	92.4200	17,942,081.0	1,658,207,126.02	1.5577
				2022	79.6100	1.0000	79.6100	16,854,763.0	1,341,807,682.43	1.1939
0001039399	Formfactor INC	Formfac	FORM	2011	4.9800	1.0000	4.9800	50,460,810.0	251,294,833.80	1.1981
				2012	4.6500	1.0000	4.6500	53,269,378.0	247,702,607.70	1.0958
				2013	6.0800	1.0000	6.0800	54,566,548.0	331,764,611.84	1.7131
				2014	8.4800	1.0000	8.4800	56,411,839.0	478,372,394.72	2.3990
				2015	9.0100	1.0000	9.0100	58,160,215.0	524,023,537.15	2.6835
				2016	11.4500	1.0000	11.4500	70,749,569.0	810,082,565.05	1.9359
				2017	16.4300	1.0000	16.4300	72,984,347.0	1,199,132,821.21	2.8730
				2018	13.6900	1.0000	13.6900	74,102,335.0	1,014,460,966.15	2.3162
				2019	26.0200	1.0000	26.0200	75,699,945.0	1,969,712,568.90	3.7924
				2020	42.7300	1.0000	42.7300	77,387,997.0	3,306,789,111.81	5.5936
				2021	44.8800	1.0000	44.8800	78,207,417.0	3,509,948,874.96	5.7293
				2022	22.2600	1.0000	22.2600	77,025,103.0	1,714,578,792.78	2.8383
				2023	41.0300	1.0000	41.0300	77,842,001.0	3,193,857,301.03	4.8956
				2024	45.0000	1.0000	45.0000	77,450,635.0	3,485,278,575.00	5.1839
				2025	57.2600	1.0000	57.2600	77,517,097.0	4,438,628,974.22	6.2811
0001040161	Pixelworks INC	Pixelwo	PXLW	2012	26.6400	0.0830	2.2100	18,400,783.0	40,665,730.43	1.8321
				2013	51.3000	0.0830	4.2600	21,970,545.0	93,594,521.70	3.4301
				2014	49.2000	0.0830	4.0800	23,144,320.0	94,428,825.60	3.5933
				2015	29.8200	0.0830	2.4800	27,622,281.0	68,503,256.88	2.2303
				2016	33.3000	0.0830	2.7600	28,656,137.0	79,090,938.12	3.7128
				2017	76.5600	0.0830	6.3500	34,251,900.0	217,499,565.00	4.5511
				2018	34.7400	0.0830	2.8800	36,606,885.0	105,427,828.80	2.4588
				2019	38.0400	0.0830	3.1600	38,321,611.0	121,096,290.76	2.9588
				2020	34.5000	0.0830	2.8600	42,036,203.0	120,223,540.58	2.6395
				2021	55.6200	0.0830	4.6200	53,227,496.0	245,911,031.52	3.4591
				2022	17.1000	0.0830	1.4200	54,856,039.0	77,895,575.38	1.1761
				2023	14.9400	0.0830	1.2400	56,693,517.0	70,299,961.08	1.1077
				2024	8.5200	0.0830	0.7100	58,938,408.0	41,846,269.68	0.9444
				2025	6.4100	1.0000	6.4100	6,293,545.0	40,341,623.45	1.1196
0001045810	Nvidia CORP	Nvidia	NVDA	2009	0.4100	40.0000	16.4000	nan	nan	nan
				2010	0.3400	40.0000	13.6000	nan	nan	nan
				2011	0.3200	40.0000	12.8000	610,653,436.0	7,816,363,980.80	2.8579
				2012	0.2800	40.0000	11.2000	624,850,798.0	6,998,328,937.60	2.1887
				2013	0.3700	40.0000	14.8000	568,535,613.0	8,414,327,072.40	2.2818
				2014	0.4900	40.0000	19.6000	543,536,901.0	10,653,323,259.60	2.6081
				2015	0.8100	40.0000	32.4000	538,450,118.0	17,445,783,823.20	3.4738
				2016	2.6300	40.0000	105.2000	539,495,365.0	56,754,912,398.00	11.1591
				2017	4.8600	40.0000	194.4000	605,647,276.0	117,737,830,454.40	16.9426
				2018	3.3100	40.0000	132.4000	610,000,000.0	80,764,000,000.00	10.7652
				2019	5.8800	40.0000	235.2000	612,000,000.0	143,942,400,000.00	16.6898
				2020	13.0600	40.0000	522.4000	619,000,000.0	323,365,600,000.00	28.8449
				2021	29.4400	10.0000	294.4000	2,500,000,000.0	736,000,000,000.00	36.1767
				2022	15.2600	10.0000	152.6000	2,460,000,000.0	375,396,000,000.00	12.1533
				2023	49.3200	10.0000	493.2000	2,470,000,000.0	1,218,204,000,000.00	40.4278
				2024	135.8100	1.0000	135.8100	24,490,000,000.0	3,325,986,900,000.00	75.1825
				2025	187.0100	1.0000	187.0100	24,300,000,000.0	4,544,343,000,000.00	63.1707
0001046995	Emagin CORP	Emagin	nan	2011	nan	nan	nan	23,302,686.0	nan	nan
				2012	nan	nan	nan	23,674,541.0	nan	nan
				2013	nan	nan	nan	23,878,300.0	nan	nan
				2014	nan	nan	nan	25,022,875.0	nan	nan
				2015	nan	nan	nan	25,517,121.0	nan	nan
				2016	nan	nan	nan	31,622,664.0	nan	nan
				2017	nan	nan	nan	34,972,589.0	nan	nan
				2018	nan	nan	nan	45,161,273.0	nan	nan
				2019	nan	nan	nan	49,173,773.0	nan	nan
				2020	nan	nan	nan	67,499,602.0	nan	nan
				2021	nan	nan	nan	72,679,686.0	nan	nan
				2022	nan	nan	nan	78,216,573.0	nan	nan
0001047127	Amkor Technology INC	Amkor T	AMKR	2010	6.9100	1.0000	6.9100	nan	nan	nan
				2011	4.0600	1.0000	4.0600	181,152,701.0	735,479,966.06	0.3033
				2012	3.9200	1.0000	3.9200	152,744,347.0	598,757,840.24	0.2225
				2013	5.4400	1.0000	5.4400	217,841,787.0	1,185,059,321.28	0.4022
				2014	6.5300	1.0000	6.5300	237,278,142.0	1,549,426,267.26	0.5050
				2015	5.9200	1.0000	5.9200	237,363,257.0	1,405,190,481.44	0.4110
				2016	10.1800	1.0000	10.1800	237,694,980.0	2,419,734,896.40	0.7137
				2017	9.6000	1.0000	9.6000	239,279,604.0	2,297,084,198.40	0.6251
				2018	5.8300	1.0000	5.8300	239,532,959.0	1,396,477,150.97	0.3916
				2019	12.3000	1.0000	12.3000	239,783,075.0	2,949,331,822.50	0.7971
				2020	14.0400	1.0000	14.0400	242,446,149.0	3,403,943,931.96	0.8855
				2021	22.0000	1.0000	22.0000	244,525,131.0	5,379,552,882.00	1.1816
				2022	23.1800	1.0000	23.1800	244,974,654.0	5,678,512,479.72	1.1420
				2023	32.2900	1.0000	32.2900	245,768,114.0	7,935,852,401.06	1.6626
				2024	25.5100	1.0000	25.5100	246,631,060.0	6,291,558,340.60	1.2965
				2025	40.3200	1.0000	40.3200	247,193,437.0	9,966,839,379.84	1.6940
0001050550	Volterra Semiconductor CORP	Volterr	nan	2011	nan	nan	nan	24,584,207.0	nan	nan
0001050550	Volterra Semiconductor CORP	Volterr	nan	2012	nan	nan	nan	25,072,011.0	nan	nan
0001051627	AXT INC	AXT INC	AXTI	2011	4.1200	1.0000	4.1200	32,140,249.0	132,417,825.88	1.4885
				2012	2.8800	1.0000	2.8800	32,378,455.0	93,249,950.40	1.0104
				2013	2.5000	1.0000	2.5000	32,598,197.0	81,495,492.50	0.8969
				2014	2.6800	1.0000	2.6800	32,837,252.0	88,003,835.36	0.9869
				2015	2.5000	1.0000	2.5000	32,541,268.0	81,353,170.00	0.9788
				2016	4.9700	1.0000	4.9700	32,559,384.0	161,820,138.48	1.9261
				2017	8.8300	1.0000	8.8300	38,891,344.0	343,410,567.52	2.9324
				2018	4.1900	1.0000	4.1900	39,537,821.0	165,663,469.99	1.3121
				2019	4.0100	1.0000	4.0100	40,219,782.0	161,281,325.82	1.2703
				2020	9.8100	1.0000	9.8100	41,300,000.0	405,153,000.00	2.3680
				2021	8.6100	1.0000	8.6100	42,770,675.0	368,255,511.75	1.9148
				2022	4.4000	1.0000	4.4000	43,553,384.0	191,634,889.60	0.8510
				2023	2.4700	1.0000	2.4700	43,644,313.0	107,801,453.11	0.4800
				2025	14.8300	1.0000	14.8300	46,623,170.0	691,421,611.10	2.5951
0001054374	Broadcom CORP	Broadco	nan	2009	nan	nan	nan	nan	nan	nan
				2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	492,000,000.0	nan	nan
				2012	nan	nan	nan	518,000,000.0	nan	nan
				2013	nan	nan	nan	531,000,000.0	nan	nan
				2014	nan	nan	nan	542,000,000.0	nan	nan
0001058057	Marvell Technology Group LTD	Marvell	nan	2009	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	583,500,000.0	nan	nan
				2012	nan	nan	nan	580,600,000.0	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	671,800,000.0	nan	nan
0001081078	API Technologies Corp	API Tec	nan	2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	54,846,135.0	nan	nan
				2014	nan	nan	nan	55,397,384.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001094739	Finisar CORP	Finisar	nan	2011	nan	nan	nan	90,829,334.0	nan	nan
				2012	nan	nan	nan	91,513,900.0	nan	nan
				2013	nan	nan	nan	96,128,666.0	nan	nan
				2014	nan	nan	nan	103,421,343.0	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
0001096325	Intersil CORP DE	Intersi	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	126,420,996.0	nan	nan
				2012	nan	nan	nan	126,609,746.0	nan	nan
				2014	nan	nan	nan	130,083,321.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001097864	ON Semiconductor CORP	ON Semi	ON	2010	9.4300	1.0000	9.4300	nan	nan	nan
				2011	7.5000	1.0000	7.5000	449,767,545.0	3,373,256,587.50	1.0747
				2015	10.0400	1.0000	10.0400	412,702,059.0	4,143,528,672.36	1.3569
				2016	12.8300	1.0000	12.8300	416,962,802.0	5,349,632,749.66	0.8938
				2017	20.8900	1.0000	20.8900	424,162,250.0	8,860,749,402.50	1.5288
				2018	16.2500	1.0000	16.2500	420,929,115.0	6,840,098,118.75	1.1418
				2019	24.3400	1.0000	24.3400	410,722,135.0	9,996,976,765.90	1.4778
				2020	31.8200	1.0000	31.8200	411,223,532.0	13,085,132,788.24	1.8997
				2021	67.1900	1.0000	67.1900	430,833,656.0	28,947,713,346.64	3.9523
				2022	62.5500	1.0000	62.5500	432,423,573.0	27,048,094,491.15	3.0477
				2023	84.3800	1.0000	84.3800	430,697,587.0	36,342,262,391.06	3.9013
				2024	65.7600	1.0000	65.7600	425,797,438.0	28,000,439,522.88	2.8916
				2025	54.6400	1.0000	54.6400	402,378,412.0	21,985,956,431.68	2.5333
0001102934	CMC Materials Inc	CMC Mat	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	22,937,476.0	nan	nan
				2012	nan	nan	nan	23,193,584.0	nan	nan
				2013	nan	nan	nan	23,584,873.0	nan	nan
				2014	nan	nan	nan	23,792,980.0	nan	nan
				2015	nan	nan	nan	24,456,503.0	nan	nan
				2016	nan	nan	nan	24,617,841.0	nan	nan
				2017	nan	nan	nan	25,356,916.0	nan	nan
				2018	nan	nan	nan	25,506,725.0	nan	nan
				2019	nan	nan	nan	29,104,190.0	nan	nan
				2020	nan	nan	nan	29,081,617.0	nan	nan
				2021	nan	nan	nan	28,425,485.0	nan	nan
0001106851	Omnivision Technologies INC	Omnivis	nan	2011	nan	nan	nan	58,370,872.0	nan	nan
				2012	nan	nan	nan	52,786,938.0	nan	nan
				2013	nan	nan	nan	55,957,863.0	nan	nan
				2014	nan	nan	nan	57,985,566.0	nan	nan
0001110647	Oclaro INC	Oclaro	nan	2011	nan	nan	nan	50,561,677.0	nan	nan
				2012	nan	nan	nan	90,288,637.0	nan	nan
				2013	nan	nan	nan	93,163,442.0	nan	nan
				2014	nan	nan	nan	108,671,361.0	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0001111928	IPG Photonics CORP	IPG Pho	IPGP	2011	34.9900	1.0000	34.9900	47,541,070.0	1,663,462,039.30	4.5792
				2012	64.8300	1.0000	64.8300	51,270,197.0	3,323,846,871.51	6.3433
				2013	76.8400	1.0000	76.8400	51,680,453.0	3,971,126,008.52	6.6497
				2014	75.1200	1.0000	75.1200	52,182,177.0	3,919,925,136.24	5.7008
				2015	90.2400	1.0000	90.2400	52,781,322.0	4,762,986,497.28	5.7867
				2016	99.6200	1.0000	99.6200	53,107,342.0	5,290,553,410.04	5.2325
				2017	213.1300	1.0000	213.1300	53,615,872.0	11,427,150,799.36	8.4265
				2018	114.3100	1.0000	114.3100	53,400,171.0	6,104,173,547.01	4.1486
				2019	144.7800	1.0000	144.7800	53,070,044.0	7,683,480,970.32	5.0246
				2020	220.5700	1.0000	220.5700	53,300,660.0	11,756,526,576.20	7.1744
				2024	74.2300	1.0000	74.2300	43,248,080.0	3,210,304,978.40	2.5139
				2025	74.7300	1.0000	74.7300	42,124,481.0	3,147,962,465.13	2.3143
0001124796	Nlight INC	Nlight	LASR	2018	17.1100	1.0000	17.1100	36,571,861.0	625,744,541.71	4.4304
				2019	19.9700	1.0000	19.9700	37,759,112.0	754,049,466.64	5.3215
				2020	34.0100	1.0000	34.0100	39,365,991.0	1,338,837,353.91	7.7078
				2021	24.2700	1.0000	24.2700	43,920,633.0	1,065,953,762.91	4.7887
				2022	9.7500	1.0000	9.7500	45,307,101.0	441,744,234.75	2.2804
				2023	13.5500	1.0000	13.5500	46,686,107.0	632,596,749.85	3.5224
				2024	10.1300	1.0000	10.1300	48,429,356.0	490,589,376.28	3.0278
				2025	38.4000	1.0000	38.4000	50,786,007.0	1,950,182,668.80	9.6610
0001126741	GSI Technology INC	GSI Tec	GSIT	2011	4.6500	1.0000	4.6500	28,632,887,000.0	133,142,924,550.00	1674.9323
				2012	6.2400	1.0000	6.2400	26,904,093.0	167,881,540.32	2.1324
				2013	6.6100	1.0000	6.6100	27,725,535.0	183,265,786.35	2.2962
				2014	4.8100	1.0000	4.8100	23,736,079.0	114,170,539.99	1.4719
				2015	3.8700	1.0000	3.8700	22,633,465.0	87,591,509.55	1.4414
				2016	6.1900	1.0000	6.1900	20,225,043.0	125,193,016.17	2.0341
				2017	8.0200	1.0000	8.0200	21,083,300.0	169,088,066.00	2.8461
				2018	5.0100	1.0000	5.0100	21,947,624.0	109,957,596.24	1.9589
				2019	7.1000	1.0000	7.1000	23,061,248.0	163,734,860.80	2.7432
				2020	7.3900	1.0000	7.3900	23,641,426.0	174,710,138.14	3.0278
				2021	4.6400	1.0000	4.6400	24,353,931.0	113,002,239.84	2.2684
				2022	1.6400	1.0000	1.6400	24,553,753.0	40,268,154.92	0.9139
				2023	2.7000	1.0000	2.7000	25,216,143.0	68,083,586.10	1.9913
0001130866	Hittite Microwave CORP	Hittite	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	31,343,437.0	nan	nan
				2012	nan	nan	nan	31,448,089.0	nan	nan
				2013	nan	nan	nan	31,521,608.0	nan	nan
0001158114	Applied Optoelectronics INC	Applied	AAOI	2013	14.9900	1.0000	14.9900	12,629,095.0	189,310,134.05	2.3815
				2014	10.7300	1.0000	10.7300	14,816,055.0	158,976,270.15	1.2601
				2015	17.1400	1.0000	17.1400	16,835,013.0	288,552,122.82	1.5125
				2016	24.7000	1.0000	24.7000	17,198,121.0	424,793,588.70	2.0361
				2017	39.1300	1.0000	39.1300	19,382,186.0	758,424,938.18	2.6486
				2018	14.9800	1.0000	14.9800	19,798,663.0	296,583,971.74	0.9811
				2019	11.2700	1.0000	11.2700	20,111,843.0	226,660,470.61	0.6870
				2020	8.6900	1.0000	8.6900	22,976,246.0	199,663,577.74	0.5837
				2021	5.4600	1.0000	5.4600	27,297,647.0	149,045,152.62	0.4560
				2022	1.9800	1.0000	1.9800	28,523,719.0	56,476,963.62	0.1783
				2023	21.8100	1.0000	21.8100	35,536,578.0	775,052,766.18	2.7512
				2024	36.7900	1.0000	36.7900	45,078,203.0	1,658,427,088.37	3.8347
				2025	36.3900	1.0000	36.3900	68,278,417.0	2,484,651,594.63	3.0997
0001160958	Inphi Corp	Inphi C	nan	2011	nan	nan	nan	28,161,702.0	nan	nan
				2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	30,146,448.0	nan	nan
				2014	nan	nan	nan	37,101,675.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	52,112,378.0	nan	nan
0001175609	Cavium INC	Cavium	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	49,028,907.0	nan	nan
				2012	nan	nan	nan	49,407,624.0	nan	nan
				2013	nan	nan	nan	51,986,742.0	nan	nan
				2014	nan	nan	nan	53,923,082.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
0001201663	Audience INC	Audienc	nan	2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	21,889,082.0	nan	nan
				2014	nan	nan	nan	22,976,670.0	nan	nan
0001210618	SPI Energy Co Ltd	SPI Ene	nan	2011	nan	nan	nan	184,413,923.0	nan	nan
				2012	nan	nan	nan	198,214,456.0	nan	nan
				2013	nan	nan	nan	198,214,456.0	nan	nan
				2014	nan	nan	nan	541,112,502.0	nan	nan
				2021	nan	nan	nan	23,863,064.0	nan	nan
				2022	nan	nan	nan	28,841,236.0	nan	nan
0001224370	Mindspeed Technologies INC	Mindspe	nan	2011	nan	nan	nan	34,496,900.0	nan	nan
				2012	nan	nan	nan	41,725,343.0	nan	nan
				2013	nan	nan	nan	43,610,708.0	nan	nan
0001227025	Neophotonics CORP	Neophot	nan	2011	nan	nan	nan	24,754,265.0	nan	nan
				2013	nan	nan	nan	31,255,741.0	nan	nan
				2014	nan	nan	nan	32,522,714.0	nan	nan
				2015	nan	nan	nan	40,523,326.0	nan	nan
				2016	nan	nan	nan	42,324,000.0	nan	nan
				2017	nan	nan	nan	43,945,300.0	nan	nan
				2018	nan	nan	nan	46,049,277.0	nan	nan
				2019	nan	nan	nan	48,241,131.0	nan	nan
				2020	nan	nan	nan	50,146,455.0	nan	nan
				2021	nan	nan	nan	52,695,368.0	nan	nan
0001227930	Entropic Communications INC	Entropi	nan	2011	nan	nan	nan	86,795,480.0	nan	nan
				2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	91,258,822.0	nan	nan
				2014	nan	nan	nan	90,073,049.0	nan	nan
0001261694	Tessera Technologies INC	Tessera	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	51,532,465.0	nan	nan
				2012	nan	nan	nan	51,768,249.0	nan	nan
				2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001274494	First Solar INC	First S	FSLR	2009	135.5200	1.0000	135.5200	nan	nan	nan
				2010	131.4200	1.0000	131.4200	nan	nan	nan
				2011	32.8700	1.0000	32.8700	86,424,881.0	2,840,785,838.47	0.7182
				2012	30.8900	1.0000	30.8900	87,027,809.0	2,688,289,020.01	0.5914
				2013	55.5500	1.0000	55.5500	99,440,100.0	5,523,897,555.00	1.1927
				2014	44.3800	1.0000	44.3800	100,211,174.0	4,447,371,902.12	1.0562
				2015	66.0800	1.0000	66.0800	100,920,115.0	6,668,801,199.20	1.4682
				2016	33.0000	1.0000	33.0000	103,913,066.0	3,429,131,178.00	0.8048
				2017	68.8400	1.0000	68.8400	104,432,988.0	7,189,166,893.92	1.6661
				2018	42.2700	1.0000	42.2700	104,814,977.0	4,430,529,077.79	0.9814
				2019	56.7800	1.0000	56.7800	105,406,846.0	5,985,000,715.88	1.2049
				2020	99.6300	1.0000	99.6300	105,976,169.0	10,558,405,717.47	2.4281
				2021	87.6200	1.0000	87.6200	106,326,700.0	9,316,345,454.00	2.1010
				2022	155.8300	1.0000	155.8300	106,605,610.0	16,612,352,206.30	3.1150
				2023	171.1700	1.0000	171.1700	106,844,212.0	18,288,523,768.04	2.6046
				2024	183.1700	1.0000	183.1700	107,057,732.0	19,609,764,770.44	2.4104
				2025	267.6200	1.0000	267.6200	107,308,141.0	28,717,804,694.42	3.3578
0001275014	Ultra Clean Holdings Inc	Ultra C	UCTT	2011	6.1100	1.0000	6.1100	22,856,375.0	139,652,451.25	1.1662
				2013	10.0800	1.0000	10.0800	28,583,595.0	288,122,637.60	1.3947
				2014	9.2700	1.0000	9.2700	29,532,513.0	273,766,395.51	1.3562
				2015	5.3100	1.0000	5.3100	32,254,217.0	171,269,892.27	0.7267
				2016	10.1500	1.0000	10.1500	32,922,211.0	334,160,441.65	1.2257
				2017	21.8900	1.0000	21.8900	33,627,343.0	736,102,538.27	1.7812
				2018	7.8800	1.0000	7.8800	39,014,181.0	307,431,746.28	0.4152
				2019	23.5100	1.0000	23.5100	39,805,815.0	935,834,710.65	1.1803
				2020	31.5800	1.0000	31.5800	40,500,000.0	1,278,990,000.00	1.5467
				2021	56.7600	1.0000	56.7600	44,900,000.0	2,548,524,000.00	1.6140
				2022	33.3500	1.0000	33.3500	45,496,642.0	1,517,313,010.70	1.0167
				2024	36.4000	1.0000	36.4000	45,060,067.0	1,640,186,438.80	1.1296
				2025	25.8300	1.0000	25.8300	45,387,088.0	1,172,348,483.04	0.8769
0001280263	Ambarella INC	Ambarel	AMBA	2012	10.0900	1.0000	10.0900	26,093,016.0	263,278,531.44	4.9615
				2013	28.8800	1.0000	28.8800	28,212,643.0	814,781,129.84	9.8820
				2014	51.0600	1.0000	51.0600	30,318,795.0	1,548,077,672.70	14.7259
				2015	57.7200	1.0000	57.7200	32,049,374.0	1,849,889,867.28	11.1665
				2016	54.4300	1.0000	54.4300	33,112,114.0	1,802,292,365.02	7.6412
				2017	58.8700	1.0000	58.8700	33,306,508.0	1,960,754,125.96	6.8809
				2018	35.1900	1.0000	35.1900	32,051,011.0	1,127,875,077.09	3.6912
				2019	58.7800	1.0000	58.7800	33,544,802.0	1,971,763,461.56	7.6690
				2020	91.8900	1.0000	91.8900	35,172,037.0	3,231,958,479.93	10.6581
				2021	200.8900	1.0000	200.8900	37,003,100.0	7,433,552,759.00	22.1368
				2022	81.5800	1.0000	81.5800	38,756,861.0	3,161,784,720.38	8.2347
0001280452	Monolithic Power Systems INC	Monolit	MPWR	2011	12.8800	1.0000	12.8800	33,694,064.0	433,979,544.32	2.8472
				2018	107.2300	1.0000	107.2300	42,412,000.0	4,547,838,760.00	9.6074
				2019	170.2600	1.0000	170.2600	43,439,000.0	7,395,924,140.00	12.9838
				2020	340.2200	1.0000	340.2200	45,097,000.0	15,342,901,340.00	21.1566
				2021	477.0400	1.0000	477.0400	46,093,000.0	21,988,204,720.00	22.8135
				2022	344.8300	1.0000	344.8300	46,942,000.0	16,187,009,860.00	13.2182
				2023	621.5400	1.0000	621.5400	47,912,000.0	29,779,224,480.00	21.1293
				2024	600.7200	1.0000	600.7200	48,780,000.0	29,303,121,600.00	14.3346
				2025	930.1400	1.0000	930.1400	47,907,000.0	44,560,216,980.00	18.3492
0001282631	Netlist INC	Netlist	NLST	2011	2.5000	1.0000	2.5000	25,458,622.0	63,646,555.00	2.8722
				2012	0.8400	1.0000	0.8400	28,412,400.0	23,866,416.00	1.5357
				2013	0.7500	1.0000	0.7500	31,573,978.0	23,680,483.50	1.6713
				2014	0.6900	1.0000	0.6900	41,479,584.0	28,620,912.96	2.0617
				2016	1.0000	1.0000	1.0000	60,951,857.0	60,951,857.00	3.0276
				2017	0.3100	1.0000	0.3100	70,419,646.0	21,830,090.26	1.0340
				2018	0.4000	1.0000	0.4000	139,252,639.0	55,701,055.60	2.0108
				2019	0.3100	1.0000	0.3100	164,052,725.0	50,856,344.75	1.9320
				2021	6.2600	1.0000	6.2600	227,029,703.0	1,421,205,940.78	53.4223
				2022	1.1700	1.0000	1.1700	232,096,236.0	271,552,596.12	5.0564
				2023	1.3500	1.0000	1.3500	253,535,779.0	342,273,301.65	5.6393
0001288469	Maxlinear INC	Maxline	MXL	2011	4.4300	1.0000	4.4300	nan	nan	nan
				2012	5.1600	1.0000	5.1600	22,628,665.0	116,763,911.40	1.6677
				2013	9.7500	1.0000	9.7500	26,003,292.0	253,532,097.00	3.1283
				2014	7.4000	1.0000	7.4000	30,267,492.0	223,979,440.80	2.6513
				2015	15.2800	1.0000	15.2800	54,811,930.0	837,526,290.40	4.2913
				2016	22.2700	1.0000	22.2700	57,866,132.0	1,288,678,759.64	5.4023
				2017	26.3900	1.0000	26.3900	66,958,865.0	1,767,044,447.35	2.7997
				2018	17.5100	1.0000	17.5100	68,964,765.0	1,207,573,035.15	2.2410
				2019	21.3600	1.0000	21.3600	71,947,085.0	1,536,789,735.60	3.0839
				2020	35.7800	1.0000	35.7800	74,168,486.0	2,653,748,429.08	3.2093
				2021	74.3800	1.0000	74.3800	76,734,936.0	5,707,544,539.68	7.0837
				2022	33.9400	1.0000	33.9400	78,565,918.0	2,666,527,256.92	3.1680
				2023	23.4500	1.0000	23.4500	81,560,701.0	1,912,598,438.45	2.5947
				2024	19.7800	1.0000	19.7800	84,361,778.0	1,668,675,968.84	2.7513
				2025	17.6000	1.0000	17.6000	87,372,834.0	1,537,761,878.40	2.6965
0001294924	Invensense Inc	Invense	nan	2011	nan	nan	nan	nan	nan	nan
				2012	nan	nan	nan	81,365,631.0	nan	nan
				2013	nan	nan	nan	87,455,450.0	nan	nan
				2014	nan	nan	nan	90,060,000.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001311241	Intermolecular INC	Intermo	nan	2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	46,105,067.0	nan	nan
				2014	nan	nan	nan	47,593,025.0	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
0001316016	Aquantia CORP	Aquanti	nan	2017	nan	nan	nan	nan	nan	nan
0001316016	Aquantia CORP	Aquanti	nan	2018	nan	nan	nan	nan	nan	nan
0001322705	Spansion Inc	Spansio	nan	2013	nan	nan	nan	58,860,754.0	nan	nan
0001322705	Spansion Inc	Spansio	nan	2014	nan	nan	nan	62,052,782.0	nan	nan
0001325702	Magnachip Semiconductor Corp	Magnach	MX	2012	14.3400	1.0000	14.3400	35,963,725.0	515,719,816.50	0.8127
				2014	13.3000	1.0000	13.3000	nan	nan	nan
				2015	5.0700	1.0000	5.0700	34,568,942.0	175,264,535.94	0.3443
				2016	6.3000	1.0000	6.3000	34,998,379.0	220,489,787.70	0.4613
				2017	10.0300	1.0000	10.0300	34,138,289.0	342,407,038.67	0.5915
				2018	6.4000	1.0000	6.4000	34,621,962.0	221,580,556.80	0.3747
				2019	11.7400	1.0000	11.7400	34,420,689.0	404,098,888.86	0.6701
				2020	13.0800	1.0000	13.0800	35,538,475.0	464,843,253.00	1.1653
				2021	20.1300	1.0000	20.1300	46,464,889.0	935,338,215.57	2.6180
				2022	8.7700	1.0000	8.7700	44,175,252.0	387,416,960.04	1.2804
				2023	7.5300	1.0000	7.5300	38,763,018.0	291,885,525.54	1.1753
				2024	3.9500	1.0000	3.9500	37,202,783.0	146,950,992.85	0.6092
0001333822	Semileds Corp	Semiled	LEDS	2012	9.6500	0.1000	0.9700	27,471,226.0	26,647,089.22	0.3626
				2013	9.7000	0.1000	0.9700	27,760,780.0	26,927,956.60	0.5133
				2014	8.6500	0.1000	0.8700	28,424,493.0	24,729,308.91	0.6893
				2015	3.9000	0.1000	0.3900	29,052,185.0	11,330,352.15	0.4753
				2016	3.6800	1.0000	3.6800	3,517,290.0	12,943,627.20	0.7896
				2017	3.8800	1.0000	3.8800	3,543,915.0	13,750,390.20	0.9992
				2018	2.7500	1.0000	2.7500	3,559,290.0	9,788,047.50	0.8331
				2019	2.0700	1.0000	2.0700	3,594,015.0	7,439,611.05	0.6926
				2020	3.2500	1.0000	3.2500	4,011,323.0	13,036,799.75	0.9790
				2021	4.8900	1.0000	4.8900	4,459,579.0	21,807,341.31	1.3707
				2022	1.6300	1.0000	1.6300	4,848,407.0	7,902,903.41	0.5542
				2023	1.4500	1.0000	1.4500	4,940,910.0	7,164,319.50	0.5553
0001337675	Tower US Holdings Inc	Tower U	nan	2011	nan	nan	nan	nan	nan	nan
				2012	nan	nan	nan	100.0	nan	nan
				2013	nan	nan	nan	100.0	nan	nan
				2014	nan	nan	nan	100.0	nan	nan
0001350102	Ascent Solar Technologies Inc	Ascent	ASTI	2012	nan	0.0000	nan	51,011,035.0	nan	nan
				2013	nan	0.0000	nan	59,162,698.0	nan	nan
				2014	nan	0.0000	nan	15,357,073.0	nan	nan
				2015	nan	0.0000	nan	93,101,628.0	nan	nan
				2016	nan	0.0000	nan	214,934,518.0	nan	nan
				2017	nan	0.0000	nan	8,931,765,830.0	nan	nan
				2018	nan	0.0000	nan	42,523,847.0	nan	nan
				2020	nan	0.0000	nan	nan	nan	nan
				2021	nan	0.0000	nan	21,012,250,143.0	nan	nan
				2022	31700.0000	0.0000	0.0000	33,930,812.0	0.00	0.0000
0001356104	Mellanox Technologies Ltd	Mellano	nan	2011	nan	nan	nan	39,351,863.0	nan	nan
				2012	nan	nan	nan	40,046,048.0	nan	nan
				2013	nan	nan	nan	43,781,818.0	nan	nan
				2014	nan	nan	nan	45,242,320.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
0001370702	ON Semiconductor Connectivity Solutions Inc	ON Semi	nan	2017	nan	nan	nan	nan	nan	nan
0001370702	ON Semiconductor Connectivity Solutions Inc	ON Semi	nan	2018	nan	nan	nan	nan	nan	nan
0001387467	Alpha Omega Semiconductor Ltd	Alpha O	AOSL	2011	7.5500	1.0000	7.5500	24,444,340.0	184,554,767.00	0.8487
				2012	8.0900	1.0000	8.0900	25,090,116.0	202,979,038.44	0.8963
				2013	7.9400	1.0000	7.9400	25,706,052.0	204,106,052.88	0.9467
				2014	9.1900	1.0000	9.1900	26,451,629.0	243,090,470.51	1.0909
				2020	23.4700	1.0000	23.4700	25,487,415.0	598,189,630.05	1.0365
				2021	57.0100	1.0000	57.0100	26,377,519.0	1,503,782,358.19	2.2770
				2022	28.7700	1.0000	28.7700	27,407,975.0	788,527,440.75	0.9047
				2024	38.6700	1.0000	38.6700	29,030,838.0	1,122,622,505.46	1.6056
0001392522	Freescale Semiconductor Ltd	Freesca	nan	2011	nan	nan	nan	245,532,202.0	nan	nan
				2012	nan	nan	nan	245,835,050.0	nan	nan
				2013	nan	nan	nan	257,859,501.0	nan	nan
0001394954	GT Advanced Technologies Inc	GT Adva	nan	2011	nan	nan	nan	127,218,590.0	nan	nan
				2012	nan	nan	nan	118,342,021.0	nan	nan
				2013	nan	nan	nan	135,339,360.0	nan	nan
0001395848	Adesto Technologies Corp	Adesto	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
0001398805	Beam Global	Beam Gl	BEEM	2011	12.0500	0.0200	0.2400	49,318,775.0	11,836,506.00	3.4784
				2012	8.5000	0.0200	0.1700	58,097,609.0	9,876,593.53	5.3790
				2013	8.3500	0.0200	0.1700	71,702,942.0	12,189,500.14	6.0462
				2014	7.1200	0.0200	0.1400	95,197,421.0	13,327,638.94	5.0886
				2015	6.5000	0.0200	0.1300	105,138,257.0	13,667,973.41	5.2359
				2016	7.6200	0.0200	0.1500	107,502,938.0	16,125,440.70	5.9612
				2017	8.0000	0.0200	0.1600	127,241,113.0	20,358,578.08	5.9577
				2018	10.0000	0.0200	0.2000	145,143,995.0	29,028,799.00	6.1404
				2019	4.0100	1.0000	4.0100	5,140,546.0	20,613,589.46	4.7106
				2020	54.0000	1.0000	54.0000	7,023,951.0	379,293,354.00	20.6963
				2021	20.1000	1.0000	20.1000	8,949,339.0	179,881,713.90	10.1806
				2022	16.5000	1.0000	16.5000	10,095,562,000.0	166,576,773,000.00	6375.7783
				2023	6.8800	1.0000	6.8800	14,231,041.0	97,909,562.08	1.8518
				2024	3.0800	1.0000	3.0800	14,773,901.0	45,503,615.08	1.1131
				2025	1.6200	1.0000	1.6200	19,029,346.0	30,827,540.52	1.0171
0001410172	Rubicon Technology Inc	Rubicon	RBCN	2011	8.7600	0.1000	0.8800	22,574,679.0	19,865,717.52	0.1355
				2012	5.8000	0.1000	0.5800	22,537,296.0	13,071,631.68	0.0966
				2013	8.6700	0.1000	0.8700	22,658,679.0	19,713,050.73	0.1874
				2014	3.7500	0.1000	0.3800	26,151,731.0	9,937,657.78	0.0974
				2015	1.1500	0.1000	0.1200	26,203,535.0	3,144,424.20	0.0477
				2016	0.4800	0.1000	0.0500	26,828,821.0	1,341,441.05	0.0464
				2017	0.7500	1.0000	0.7500	2,732,682.0	2,049,511.50	0.1115
				2018	0.7000	1.0000	0.7000	2,741,699.0	1,919,189.30	0.1042
				2019	0.7800	1.0000	0.7800	2,706,463.0	2,111,041.14	0.1157
				2020	0.8700	1.0000	0.8700	2,421,822.0	2,106,985.14	0.1289
0001413447	NXP Semiconductors N V	NXP Sem	NXPI	2024	nan	nan	nan	254,155,580.0	nan	nan
0001413447	NXP Semiconductors N V	NXP Sem	NXPI	2025	nan	nan	nan	251,674,471.0	nan	nan
0001420520	Atomera Inc	Atomera	ATOM	2016	6.3800	1.0000	6.3800	12,024,564.0	76,716,718.32	5.4931
				2017	4.0500	1.0000	4.0500	12,160,637.0	49,250,579.85	5.2537
				2018	2.6900	1.0000	2.6900	15,033,525.0	40,440,182.25	3.8537
				2019	3.0000	1.0000	3.0000	17,116,654.0	51,349,962.00	6.1468
				2020	14.3600	1.0000	14.3600	21,455,276.0	308,097,763.36	14.8626
				2021	20.2700	1.0000	20.2700	23,157,878.0	469,410,187.06	21.4641
				2022	6.3000	1.0000	6.3000	23,853,727.0	150,278,480.10	9.0682
				2023	7.5200	1.0000	7.5200	25,799,018.0	194,008,615.36	12.9824
				2024	9.7400	1.0000	9.7400	28,778,128.0	280,298,966.72	16.9002
				2025	2.2300	1.0000	2.2300	31,681,033.0	70,648,703.59	5.9223
0001431959	META Materials INC	META Ma	nan	2014	nan	nan	nan	23,202,941.0	nan	nan
				2020	nan	nan	nan	99,327,673.0	nan	nan
				2021	nan	nan	nan	281,200,905.0	nan	nan
0001432150	Gigpeak Inc	Gigpeak	nan	2011	nan	nan	nan	21,513,745.0	nan	nan
				2012	nan	nan	nan	21,572,995.0	nan	nan
				2013	nan	nan	nan	22,384,709.0	nan	nan
				2014	nan	nan	nan	32,860,266.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001438423	Everspin Technologies INC	Everspi	MRAM	2016	7.2900	1.0000	7.2900	12,498,128.0	91,111,353.12	3.2475
				2017	7.3800	1.0000	7.3800	12,766,546.0	94,217,109.48	3.6220
				2018	5.6300	1.0000	5.6300	17,094,074.0	96,239,636.62	2.9535
				2019	5.5700	1.0000	5.5700	17,565,493.0	97,839,796.01	3.7447
				2020	4.5800	1.0000	4.5800	19,005,599.0	87,045,643.42	3.6538
				2021	11.0300	1.0000	11.0300	19,608,354.0	216,280,144.62	8.3956
				2022	5.3200	1.0000	5.3200	20,342,550.0	108,222,366.00	3.0033
				2023	9.0700	1.0000	9.0700	21,023,438.0	190,682,582.66	4.7292
				2025	9.2400	1.0000	9.2400	22,856,514.0	211,194,189.36	4.2112
0001441634	Avago Technologies LTD	Avago T	nan	2011	nan	nan	nan	244,406,916.0	nan	nan
				2012	nan	nan	nan	245,742,488.0	nan	nan
				2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001451809	Sitime Corp	Sitime	SITM	2019	21.6100	1.0000	21.6100	nan	nan	nan
				2020	109.2800	1.0000	109.2800	16,940,154.0	1,851,220,029.12	22.8335
				2021	285.9900	1.0000	285.9900	19,254,018.0	5,506,456,607.82	15.2129
				2022	100.1700	1.0000	100.1700	21,439,491.0	2,147,593,813.47	5.4178
				2023	126.4200	1.0000	126.4200	22,456,407.0	2,838,938,972.94	4.7501
				2024	220.1600	1.0000	220.1600	23,361,995.0	5,143,376,819.20	9.6120
				2025	367.9100	1.0000	367.9100	26,100,630.0	9,602,682,783.30	13.4002
0001463101	Enphase Energy Inc	Enphase	ENPH	2012	3.2600	1.0000	3.2600	40,829,676.0	133,104,743.76	1.4187
				2013	5.8200	1.0000	5.8200	42,041,741.0	244,682,932.62	2.5317
				2014	14.3000	1.0000	14.3000	43,624,571.0	623,831,365.30	4.8449
				2015	3.5200	1.0000	3.5200	45,333,255.0	159,573,057.60	1.1036
				2016	1.1700	1.0000	1.1700	61,909,348.0	72,433,937.16	0.4446
				2017	2.5000	1.0000	2.5000	85,532,519.0	213,831,297.50	1.2334
				2018	4.9400	1.0000	4.9400	106,328,107.0	525,260,848.58	1.5646
				2019	26.0400	1.0000	26.0400	122,385,775.0	3,186,925,581.00	5.5232
				2020	174.2000	1.0000	174.2000	126,332,567.0	22,007,133,171.40	22.9694
				2021	187.4800	1.0000	187.4800	134,912,448.0	25,293,385,751.04	13.5682
				2022	296.4100	1.0000	296.4100	135,923,572.0	40,289,105,976.52	15.0811
				2023	133.9300	1.0000	133.9300	136,551,216.0	18,288,304,358.88	6.3253
				2024	71.7900	1.0000	71.7900	135,106,623.0	9,699,304,465.17	3.4235
				2025	32.9000	1.0000	32.9000	130,859,709.0	4,305,284,426.10	1.4516
0001481028	Sunhydrogen INC	Sunhydr	HYSR	2011	0.0500	1.0000	0.0500	135,955,039.0	6,797,751.95	83.6844
				2012	0.0100	1.0000	0.0100	168,985,170.0	1,689,851.70	20.4657
				2021	0.0400	1.0000	0.0400	4,029,789,187.0	161,191,567.48	1.7326
				2022	0.0300	1.0000	0.0300	4,393,682,998.0	131,810,489.94	2.9836
				2024	0.0300	1.0000	0.0300	5,128,745,974.0	153,862,379.22	5.9275
				2025	0.0300	1.0000	0.0300	nan	nan	nan
0001487990	Aeroflex Holding CORP	Aerofle	nan	2011	nan	nan	nan	84,789,180.0	nan	nan
0001487990	Aeroflex Holding CORP	Aerofle	nan	2012	nan	nan	nan	nan	nan	nan
0001493594	Macom Technology Solutions Holdings Inc	Macom T	MTSI	2012	14.6700	1.0000	14.6700	45,604,516.0	669,018,249.72	3.9741
				2013	16.1900	1.0000	16.1900	46,646,805.0	755,211,772.95	4.0630
				2014	31.8200	1.0000	31.8200	47,604,204.0	1,514,765,771.28	2.6675
				2015	40.4200	1.0000	40.4200	53,073,246.0	2,145,220,603.32	3.2802
				2016	47.5900	1.0000	47.5900	53,689,550.0	2,555,085,684.50	2.6694
				2017	33.2000	1.0000	33.2000	64,263,802.0	2,133,558,226.40	1.7092
				2018	14.7700	1.0000	14.7700	65,192,357.0	962,891,112.89	0.8389
				2019	27.0400	1.0000	27.0400	66,161,045.0	1,788,994,656.80	1.8855
				2020	53.8500	1.0000	53.8500	67,961,663.0	3,659,735,552.55	3.6728
				2021	77.4900	1.0000	77.4900	69,611,633.0	5,394,205,441.17	6.0047
				2022	63.4800	1.0000	63.4800	70,668,422.0	4,486,031,428.56	3.8994
				2023	94.0300	1.0000	94.0300	71,208,136.0	6,695,701,028.08	6.2032
				2024	134.9600	1.0000	134.9600	72,399,645.0	9,771,056,089.20	8.1940
				2025	174.6400	1.0000	174.6400	74,932,978.0	13,086,295,277.92	9.0891
0001494162	Kinerjapay Corp	Kinerja	nan	2018	nan	nan	nan	nan	nan	nan
0001494162	Kinerjapay Corp	Kinerja	nan	2019	nan	nan	nan	nan	nan	nan
0001507957	Ideal Power Inc	Ideal P	IPWR	2013	54.5000	0.1000	5.4500	nan	nan	nan
				2014	69.2500	0.1000	6.9300	7,048,235.0	48,844,268.55	8.4933
				2015	79.7500	0.1000	7.9800	9,400,043.0	75,012,343.14	6.8684
				2016	34.4000	0.1000	3.4400	9,557,747.0	32,878,649.68	6.1098
				2017	13.8600	0.1000	1.3900	13,996,121.0	19,454,608.19	2.4935
				2018	2.4900	0.1000	0.2500	13,997,256.0	3,499,314.00	0.9013
				2021	9.9300	1.0000	9.9300	5,892,046.0	58,508,016.78	4.2389
				2022	11.4100	1.0000	11.4100	5,903,797.0	67,362,323.77	6.4486
				2023	8.4300	1.0000	8.4300	5,945,347.0	50,119,275.21	6.9455
				2024	6.8900	1.0000	6.8900	8,147,776.0	56,138,176.64	5.1545
				2025	3.1300	1.0000	3.1300	8,511,403.0	26,640,691.39	4.3685
0001556898	Techpoint Inc	Techpoi	nan	2017	nan	nan	nan	17,021,905.0	nan	nan
				2018	nan	nan	nan	17,282,347.0	nan	nan
				2019	nan	nan	nan	17,474,907.0	nan	nan
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	17,907,786.0	nan	nan
				2022	nan	nan	nan	18,194,152.0	nan	nan
0001579910	Resonant Inc	Resonan	nan	2014	nan	nan	nan	6,907,984.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	54,176,167.0	nan	nan
				2021	nan	nan	nan	65,710,592.0	nan	nan
0001604778	Qorvo Inc	Qorvo I	QRVO	2014	nan	1.0000	nan	1,000.0	nan	nan
				2015	52.8200	1.0000	52.8200	141,341,120.0	7,465,637,958.40	1.9616
				2016	54.8700	1.0000	54.8700	127,727,701.0	7,008,418,953.87	1.7105
				2017	67.0600	1.0000	67.0600	127,148,094.0	8,526,551,183.64	2.0929
				2018	60.1800	1.0000	60.1800	124,905,033.0	7,516,784,885.94	1.8821
				2019	116.7500	1.0000	116.7500	116,174,131.0	13,563,329,794.25	3.7385
				2020	164.4400	1.0000	164.4400	114,054,102.0	18,755,056,532.88	4.2485
				2021	153.7500	1.0000	153.7500	110,223,227.0	16,946,821,151.25	3.4537
				2022	90.7400	1.0000	90.7400	101,389,473.0	9,200,080,780.02	1.7582
				2023	112.4300	1.0000	112.4300	97,345,755.0	10,944,583,234.65	2.3087
				2024	70.9000	1.0000	70.9000	94,526,698.0	6,701,942,888.20	1.4031
0001616533	Penguin Solutions Inc	Penguin	PENG	2017	16.3100	2.0000	32.6200	21,750,893.0	709,514,129.66	1.6166
				2018	14.7200	2.0000	29.4400	22,845,331.0	672,566,544.64	1.1614
				2019	18.9700	2.0000	37.9400	23,838,397.0	904,428,782.18	1.5938
				2020	17.7200	2.0000	35.4400	24,772,568.0	877,939,809.92	1.3602
				2021	34.2700	2.0000	68.5400	24,692,120.0	1,692,397,904.80	1.4279
				2022	15.5300	1.0000	15.5300	49,204,417.0	764,144,596.01	0.5528
				2023	18.6400	1.0000	18.6400	51,918,790.0	967,766,245.60	0.6954
				2024	19.2800	1.0000	19.2800	53,289,867.0	1,027,428,635.76	0.8059
				2025	19.9900	1.0000	19.9900	52,859,335.0	1,056,658,106.65	0.8049
0001634447	ISUN INC	ISUN IN	nan	2016	nan	nan	nan	5,169,500.0	nan	nan
				2017	nan	nan	nan	5,169,500.0	nan	nan
				2018	nan	nan	nan	2,005,567.0	nan	nan
				2019	nan	nan	nan	5,555,958.0	nan	nan
				2020	nan	nan	nan	5,312,220.0	nan	nan
				2021	nan	nan	nan	11,050,476.0	nan	nan
				2022	nan	nan	nan	15,227,582.0	nan	nan
				2023	nan	nan	nan	37,544,216.0	nan	nan
0001649338	Broadcom Pte Ltd	Broadco	nan	2016	nan	nan	nan	nan	nan	nan
0001649345	Broadcom Cayman L P	Broadco	nan	2016	nan	nan	nan	nan	nan	nan
0001651235	Acacia Communications Inc	Acacia	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
				2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	42,143,990.0	nan	nan
0001652535	Ichor Holdings LTD	Ichor H	ICHR	2017	24.9300	1.0000	24.9300	25,588,872.0	637,930,578.96	1.4198
				2018	15.7800	1.0000	15.7800	22,853,025.0	360,620,734.50	0.9338
				2019	33.8400	1.0000	33.8400	22,494,763.0	761,222,779.92	1.6702
				2020	30.4100	1.0000	30.4100	23,162,445.0	704,369,952.45	1.2396
				2021	45.6000	1.0000	45.6000	28,410,653.0	1,295,525,776.80	1.6816
				2022	26.9800	1.0000	26.9800	28,802,535.0	777,092,394.30	0.9837
				2023	33.2300	1.0000	33.2300	29,380,025.0	976,298,230.75	1.4879
				2024	31.1400	1.0000	31.1400	33,733,340.0	1,050,456,207.60	1.6248
				2025	18.4900	1.0000	18.4900	34,384,231.0	635,764,431.19	1.0406
0001667011	Arteris Inc	Arteris	AIP	2021	20.7400	1.0000	20.7400	31,254,895.0	648,226,522.30	6.8967
				2022	4.1600	1.0000	4.1600	33,425,197.0	139,048,819.52	1.4389
				2023	5.8200	1.0000	5.8200	36,854,383.0	214,492,509.06	2.2519
				2024	9.9600	1.0000	9.9600	40,177,393.0	400,166,834.28	3.7494
				2025	15.7600	1.0000	15.7600	43,683,773.0	688,456,262.48	5.6253
0001682149	Datavault AI Inc	Datavau	DVLT	2018	1053000.0000	0.0000	0.0000	15,366,327.0	0.00	0.0000
				2019	178500.0000	0.0000	0.0000	24,570,247.0	0.00	0.0000
				2020	46425.0000	0.0000	0.0000	nan	nan	nan
				2021	20775.0000	0.0000	0.0000	15,803,940.0	0.00	0.0000
				2022	1500.0000	0.0000	0.0000	17,119,353.0	0.00	0.0000
				2023	18.0000	0.0070	0.1300	17,742,705.0	2,306,551.65	0.3072
0001690666	Xperi Corp	Xperi C	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
0001715768	Transphorm Inc	Transph	nan	2018	nan	nan	nan	1,000,000.0	nan	nan
				2020	nan	nan	nan	35,266,496.0	nan	nan
				2022	nan	nan	nan	56,642,715.0	nan	nan
0001730168	Broadcom Inc	Broadco	AVGO	2020	38.7500	10.0000	387.5000	406,713,118.0	157,601,333,225.00	2.4633
				2021	61.4700	10.0000	614.7000	412,873,968.0	253,793,628,129.60	4.0234
				2022	52.7400	10.0000	527.4000	417,886,140.0	220,393,150,236.00	3.5608
				2023	109.8200	10.0000	1098.2000	468,140,569.0	514,111,972,875.80	8.4462
				2024	231.3800	1.0000	231.3800	4,687,356,156.0	1,084,560,467,375.28	8.2286
				2025	346.9800	1.0000	346.9800	4,741,273,799.0	1,645,127,182,777.02	12.6116
0001781405	Odyssey Semiconductor Technologies Inc	Odyssey	nan	2019	nan	nan	nan	nan	nan	nan
				2020	nan	nan	nan	11,338,411.0	nan	nan
				2021	nan	nan	nan	12,726,911.0	nan	nan
				2022	nan	nan	nan	12,726,911.0	nan	nan
0001803696	Adeia Inc	Adeia I	ADEA	2020	8.0700	1.0000	8.0700	105,707,630.0	853,060,574.10	0.4320
				2021	7.6800	1.0000	7.6800	104,530,342.0	802,793,026.56	0.4459
				2022	8.9700	1.0000	8.9700	105,059,079.0	942,379,938.63	0.8888
0001807794	Credo Technology Group Holding Ltd	Credo T	CRDO	2021	nan	1.0000	nan	nan	nan	nan
				2022	13.2500	1.0000	13.2500	146,761,687.0	1,944,592,352.75	9.3218
				2023	19.4900	1.0000	19.4900	150,659,346.0	2,936,350,653.54	13.1397
				2024	69.1000	1.0000	69.1000	167,239,070.0	11,556,219,737.00	34.8279
0001813658	Tempo Automation Holdings Inc	Tempo A	nan	2021	nan	nan	nan	23,000,000.0	nan	nan
0001813658	Tempo Automation Holdings Inc	Tempo A	nan	2022	nan	nan	nan	2,743,228.0	nan	nan
0001817760	Smartkem Inc	Smartke	SMTK	2021	nan	1.0000	nan	25,541,809.0	nan	nan
				2022	nan	1.0000	nan	26,949,282.0	nan	nan
				2023	nan	1.0000	nan	883,595.0	nan	nan
0001819974	Skywater Technology Inc	Skywate	SKYT	2021	15.3100	1.0000	15.3100	39,059,743.0	598,004,665.33	2.2644
				2022	7.4800	1.0000	7.4800	41,618,964.0	311,309,850.72	1.3334
				2023	9.1600	1.0000	9.1600	47,024,616.0	430,745,482.56	1.5040
				2024	14.0900	1.0000	14.0900	47,655,998.0	671,473,011.82	2.3800
				2025	17.9600	1.0000	17.9600	48,508,000.0	871,203,680.00	1.3702
0001821769	Navitas Semiconductor Corp	Navitas	NVTS	2021	15.2300	1.0000	15.2300	117,733,507.0	1,793,081,311.61	6.8221
				2022	3.4700	1.0000	3.4700	153,443,105.0	532,447,574.35	2.2830
				2023	8.1500	1.0000	8.1500	178,488,254.0	1,454,679,270.10	4.9302
				2024	3.7100	1.0000	3.7100	186,796,500.0	693,015,015.00	3.2132
				2025	7.3900	1.0000	7.3900	214,939,135.0	1,588,400,207.65	5.7006
0001828161	FTC Solar Inc	FTC Sol	FTCI	2021	75.0500	0.1000	7.5000	84,984,645.0	637,384,837.50	3.7171
0001828161	FTC Solar Inc	FTC Sol	FTCI	2022	24.6000	0.1000	2.4600	103,285,455.0	254,082,219.30	2.5114
0001828805	Aeluma Inc	Aeluma	ALMU	2024	nan	nan	nan	12,178,424.0	nan	nan
0001828805	Aeluma Inc	Aeluma	ALMU	2025	nan	nan	nan	nan	nan	nan
0001831651	Shoals Technologies Group Inc	Shoals	SHLS	2021	25.1100	1.0000	25.1100	104,179,939.0	2,615,958,268.29	6.0813
				2022	24.8500	1.0000	24.8500	113,508,362.0	2,820,682,795.70	6.3472
				2023	15.8000	1.0000	15.8000	170,057,495.0	2,686,908,421.00	4.7001
				2024	5.4100	1.0000	5.4100	166,699,123.0	901,842,255.43	1.7539
				2025	8.9600	1.0000	8.9600	167,388,418.0	1,499,800,225.28	2.4826
0001832487	Guerrilla RF Inc	Guerril	GUER	2021	nan	1.0000	nan	5,000,000.0	nan	nan
				2022	nan	1.0000	nan	33,716,474.0	nan	nan
				2023	nan	1.0000	nan	7,889,896.0	nan	nan
				2024	1.6100	1.0000	1.6100	10,219,930.0	16,454,087.30	0.7841
				2025	2.5700	1.0000	2.5700	10,577,505.0	27,184,187.85	1.4631
0001835632	Marvell Technology Inc	Marvell	MRVL	2021	86.0800	1.0000	86.0800	843,800,000.0	72,634,304,000.00	11.0937
				2022	36.6400	1.0000	36.6400	853,200,000.0	31,261,248,000.00	2.1929
				2023	59.7800	1.0000	59.7800	864,500,000.0	51,679,810,000.00	3.5146
				2024	111.5900	1.0000	111.5900	865,300,000.0	96,558,827,000.00	6.9905
				2025	85.2700	1.0000	85.2700	848,100,000.0	72,317,487,000.00	5.3602
0001841925	Indie Semiconductor Inc	Indie S	INDI	2024	nan	nan	nan	183,872,091.0	nan	nan
0001852117	Rockley Photonics Holdings Ltd	Rockley	nan	2021	nan	nan	nan	127,031,025.0	nan	nan
0001852117	Rockley Photonics Holdings Ltd	Rockley	nan	2022	nan	nan	nan	132,747,605.0	nan	nan

QA: us_semiconductors 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