QA: us_semiconductors 2009-2024

Ranks across the years

	name	name_short	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	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	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
0001280452	Monolithic Power Systems INC	Monolit	NaN	NaN	26	NaN	NaN	NaN	NaN	NaN	NaN	11	9	10	6	8	3	1	NaN	NaN	406.31	NaN	NaN	NaN	NaN	NaN	NaN	395.67	391.03	406.98	400.51	443.56	455.41	690.83	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	1	-4	2	-5	-2
0000724910	NVE CORP NEW	NVE COR	NaN	NaN	2	1	1	2	4	2	NaN	NaN	NaN	NaN	NaN	2	1	2	NaN	NaN	583.17	552.65	547.49	532.86	553.28	543.18	NaN	NaN	NaN	NaN	NaN	571.87	673.25	649.16	NaN	NaN	-1	0	1	2	-2	NaN	NaN	NaN	NaN	NaN	NaN	-1	1
0001045810	Nvidia CORP	Nvidia	7	29	51	22	18	14	36	35	29	15	4	17	27	21	30	3	287.40	289.46	341.70	402.47	402.62	400.71	258.79	257.78	287.85	388.37	437.82	350.85	278.06	322.76	232.50	485.59	22	22	-29	-4	-4	22	-1	-6	-14	-11	13	10	-6	9	-27
0000917273	Rambus INC	Rambus	NaN	19	82	86	79	43	7	38	40	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	370.70	190.24	107.25	152.66	261.80	448.17	253.24	219.57	NaN	NaN	NaN	NaN	NaN	NaN	423.01	NaN	63	4	-7	-36	-36	31	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000827054	Microchip Technology INC	Microch	1	4	11	5	14	NaN	NaN	NaN	NaN	24	11	6	13	7	6	5	484.57	476.67	468.72	475.72	415.74	NaN	NaN	NaN	NaN	303.94	373.97	410.58	362.73	449.80	406.85	419.25	3	7	-6	9	NaN	NaN	NaN	NaN	NaN	-13	-5	7	-6	-1	-1
0000833640	Power Integrations INC	Power I	NaN	15	33	46	9	7	11	9	12	4	1	3	2	3	4	6	NaN	397.58	395.15	292.16	438.23	443.12	420.97	424.80	400.21	462.27	550.45	436.17	493.82	520.61	449.86	412.40	NaN	18	13	-37	-2	4	-2	3	-8	-3	2	-1	1	1	2
0000002488	Advanced Micro Devices INC	Advance	NaN	30	61	84	67	65	66	55	44	38	30	2	11	12	5	7	NaN	287.75	278.92	108.93	212.25	170.94	113.48	148.82	209.24	228.44	241.28	437.96	374.35	422.44	412.36	409.29	NaN	31	23	-17	-2	1	-11	-11	-6	-8	-28	9	1	-7	2
0000772406	Cirrus Logic INC	Cirrus	NaN	NaN	1	8	4	4	35	23	NaN	NaN	NaN	NaN	NaN	NaN	10	8	NaN	NaN	663.31	466.50	478.53	469.29	259.67	332.00	NaN	NaN	NaN	NaN	NaN	NaN	369.02	400.86	NaN	NaN	7	-4	0	31	-12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2
0000855658	Lattice Semiconductor CORP	Lattice	NaN	NaN	17	47	20	NaN	13	62	61	55	33	NaN	35	20	2	9	NaN	NaN	450.16	290.78	387.63	NaN	417.64	114.83	100.85	138.46	216.33	NaN	228.57	328.55	527.33	387.86	NaN	NaN	30	-27	NaN	NaN	49	-1	-6	-22	NaN	NaN	-15	-18	7
0000091668	Solitron Devices INC	Solitro	NaN	NaN	36	NaN	15	6	8	NaN	NaN	NaN	NaN	32	8	13	18	10	NaN	NaN	383.62	NaN	407.77	448.91	447.75	NaN	NaN	NaN	NaN	248.63	382.42	414.44	312.51	383.62	NaN	NaN	NaN	NaN	-9	2	NaN	NaN	NaN	NaN	NaN	-24	5	5	-8
0001039399	Formfactor INC	Formfac	NaN	NaN	64	48	58	31	23	40	27	10	21	18	14	17	9	11	NaN	NaN	268.63	290.62	241.98	300.72	349.27	223.90	301.94	398.88	317.37	349.87	359.65	342.94	375.33	365.79	NaN	NaN	-16	10	-27	-8	17	-13	-17	11	-3	-4	3	-8	2
0001807794	Credo Technology Group Holding Ltd	Credo T	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	28	19	14	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	274.66	334.13	335.65	348.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-9	-5	-2
0001111928	IPG Photonics CORP	IPG Pho	NaN	NaN	19	9	7	12	9	7	3	9	6	8	NaN	NaN	NaN	13	NaN	NaN	443.06	446.72	464.38	406.25	439.02	460.36	475.72	433.79	416.79	407.97	NaN	NaN	NaN	344.73	NaN	NaN	-10	-2	5	-3	-2	-4	6	-3	2	NaN	NaN	NaN	NaN
0000004127	Skyworks Solutions INC	Skywork	NaN	14	23	11	6	5	5	1	1	3	3	5	22	31	15	14	NaN	398.24	426.70	442.00	466.39	449.69	488.37	580.35	526.73	471.32	464.85	425.36	306.04	289.38	334.57	334.89	NaN	9	-12	-5	-1	0	-4	0	2	0	2	17	9	-16	-1
0001274494	First Solar INC	First S	2	13	73	69	53	26	25	36	33	27	31	19	15	38	23	15	428.03	400.67	219.49	192.67	256.91	322.93	332.32	257.26	264.44	283.97	236.48	332.58	355.19	249.84	271.37	291.13	11	60	-4	-16	-27	-1	11	-3	-6	4	-12	-4	23	-15	-8
0000006951	Applied Materials INC DE	Applied	NaN	28	59	65	66	49	49	41	37	42	36	33	31	34	20	16	NaN	297.12	296.75	210.84	216.09	246.26	209.83	220.61	243.35	208.16	207.48	229.75	263.40	263.27	287.25	290.93	NaN	31	6	1	-17	0	-8	-4	5	-6	-3	-2	3	-14	-4
0001387467	Alpha Omega Semiconductor Ltd	Alpha O	NaN	NaN	48	40	42	34	NaN	NaN	NaN	NaN	NaN	44	36	11	NaN	17	NaN	NaN	347.15	311.35	296.67	292.92	NaN	NaN	NaN	NaN	NaN	185.34	227.44	427.91	NaN	290.74	NaN	NaN	-8	2	-8	NaN	NaN	NaN	NaN	NaN	NaN	-8	-25	NaN	NaN
0000006281	Analog Devices INC	Analog	NaN	18	43	30	31	29	26	31	47	40	34	34	24	29	19	18	NaN	371.14	362.05	342.18	339.51	303.21	321.82	287.09	182.75	218.27	215.27	218.22	285.02	299.79	310.18	290.46	NaN	25	-13	1	-2	-3	5	16	-7	-6	0	-10	5	-10	-1
0001481028	Sunhydrogen INC	Sunhydr	NaN	NaN	106	108	105	96	78	53	65	72	NaN	70	81	1	NaN	19	NaN	NaN	0.00	0.00	0.00	0.00	0.00	150.78	50.59	0.00	NaN	0.00	0.00	1013.83	NaN	282.04	NaN	NaN	2	-3	-9	-18	-25	12	7	NaN	NaN	11	-80	NaN	NaN
0001097864	ON Semiconductor CORP	ON Semi	NaN	35	88	NaN	NaN	NaN	59	60	46	47	48	52	41	36	21	20	NaN	206.68	146.35	NaN	NaN	NaN	171.93	127.40	183.97	182.27	154.88	160.03	210.32	250.26	286.34	276.50	NaN	53	NaN	NaN	NaN	NaN	1	-14	1	1	4	-11	-5	-15	-1
0001831651	Shoals Technologies Group Inc	Shoals	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	66	32	25	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	59.24	283.36	255.09	273.22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-34	-7	-4
0001038074	Silicon Laboratories INC	Silicon	NaN	12	40	37	41	NaN	30	25	38	30	28	NaN	39	39	17	22	NaN	409.82	378.27	324.14	309.54	NaN	290.95	325.82	232.82	261.15	245.15	NaN	214.01	249.65	326.35	266.19	NaN	28	-3	4	NaN	NaN	-5	13	-8	-2	NaN	NaN	0	-22	5
0000050863	Intel CORP	Intel C	3	5	16	12	11	10	14	14	9	2	5	4	5	16	12	23	406.10	468.71	451.83	433.56	429.56	408.11	414.28	385.26	408.51	471.66	436.57	430.03	413.99	357.50	355.74	263.39	2	11	-4	-1	-1	4	0	-5	-7	3	-1	1	11	-4	11
0000056978	Kulicke Soffa Industries INC	Kulicke	NaN	NaN	54	14	24	17	19	19	19	25	26	22	9	10	16	24	NaN	NaN	322.41	429.60	378.38	378.90	383.35	356.11	361.68	303.23	264.63	297.51	376.48	437.98	330.29	260.26	NaN	NaN	-40	10	-7	2	0	0	6	1	-4	-13	1	6	8
0001493594	Macom Technology Solutions Holdings Inc	Macom T	NaN	NaN	NaN	51	26	76	55	54	58	56	63	57	53	24	29	25	NaN	NaN	NaN	276.86	354.66	126.37	193.49	149.66	132.26	130.58	45.38	105.18	163.47	315.22	243.17	251.35	NaN	NaN	NaN	-25	50	-21	-1	4	-2	7	-6	-4	-29	5	-4
0001652535	Ichor Holdings LTD	Ichor H	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	48	45	49	38	45	43	38	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	179.29	191.70	152.61	203.08	199.37	217.44	190.76	244.77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	4	-11	7	-2	-5	-12
0001451809	Sitime Corp	Sitime	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	46	27	3	9	31	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	157.59	274.90	443.06	440.73	231.50	243.44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-19	-24	6	22	-4
0000723125	Micron Technology INC	Micron	NaN	NaN	68	71	70	55	42	52	34	1	13	21	18	15	35	28	NaN	NaN	246.18	173.92	207.77	237.93	244.53	162.73	258.43	493.20	362.83	298.84	339.20	358.04	204.74	238.25	NaN	NaN	3	-1	-15	-13	10	-18	-33	12	8	-3	-3	20	-7
0001047127	Amkor Technology INC	Amkor T	NaN	41	92	82	81	71	61	56	53	51	42	42	38	41	33	29	NaN	136.56	125.98	113.18	130.63	136.59	133.46	148.41	161.93	161.27	162.89	191.88	214.88	237.93	230.68	234.45	NaN	51	-10	-1	-10	-10	-5	-3	-2	-9	0	-4	3	-8	-4
0001821769	Navitas Semiconductor Corp	Navitas	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	74	4	41	30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.46	508.16	146.20	232.76	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-70	37	-11
0001835632	Marvell Technology Inc	Marvell	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23	37	27	31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	286.76	250.17	248.53	231.32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	-10	4
0000097476	Texas Instruments INC	Texas I	4	8	71	60	54	36	28	22	26	22	23	24	17	18	22	32	399.97	445.83	231.59	230.75	256.12	281.89	309.14	342.41	312.07	334.17	299.90	291.83	343.06	337.95	272.69	222.31	4	63	-11	-6	-18	-8	-6	4	-4	1	1	-7	1	4	10
0000817720	Synaptics Inc	Synapti	NaN	21	32	27	19	40	48	42	39	53	44	41	52	46	NaN	33	NaN	355.61	398.90	378.82	396.00	274.72	211.89	210.84	220.79	143.21	159.98	197.29	169.46	191.47	NaN	199.21	NaN	11	-5	-8	21	8	-6	-3	14	-9	-3	11	-6	NaN	NaN
0001325702	Magnachip Semiconductor Corp	Magnach	NaN	NaN	NaN	59	NaN	90	74	67	64	62	59	1	16	27	24	34	NaN	NaN	NaN	236.27	NaN	44.00	48.53	53.45	68.01	59.24	59.04	540.07	351.19	308.69	267.58	186.74	NaN	NaN	NaN	NaN	NaN	-16	-7	-3	-2	-3	-58	15	11	-3	10
0001604778	Qorvo Inc	Qorvo I	NaN	NaN	NaN	NaN	NaN	37	15	32	30	28	24	29	25	33	34	35	NaN	NaN	NaN	NaN	NaN	281.69	399.42	284.16	281.30	277.96	295.97	260.27	281.86	279.28	209.91	184.80	NaN	NaN	NaN	NaN	NaN	-22	17	-2	-2	-4	5	-4	8	1	1
0001124796	Nlight INC	Nlight	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	20	30	29	42	28	36	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	394.76	322.08	258.54	268.44	222.18	247.26	183.61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8	10	-1	13	-14	8
0001275014	Ultra Clean Holdings Inc	Ultra C	NaN	NaN	57	NaN	63	50	54	43	36	48	47	37	50	51	NaN	37	NaN	NaN	306.19	NaN	221.49	244.45	195.22	208.92	245.88	178.82	156.61	205.47	178.54	175.61	NaN	175.29	NaN	NaN	NaN	NaN	-13	4	-11	-7	12	-1	-10	13	1	NaN	NaN
0001730168	Broadcom Inc	Broadco	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	53	54	49	36	38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	141.11	159.94	176.64	195.56	162.48	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	-5	-13	2
0000889971	Lightpath Technologies INC	Lightpa	NaN	NaN	96	77	59	56	53	28	24	26	29	26	43	50	NaN	39	NaN	NaN	115.23	136.88	241.22	231.18	196.22	309.84	314.09	298.24	241.65	278.89	201.09	175.81	NaN	150.92	NaN	NaN	-19	-18	-3	-3	-25	-4	2	3	-3	17	7	NaN	NaN
0001616533	Penguin Solutions Inc	Penguin	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	62	52	41	55	62	57	47	40	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	95.81	159.50	168.64	118.61	118.82	126.00	59.03	150.42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-10	-11	14	7	-5	-10	-7
0001398805	Beam Global	Beam Gl	NaN	NaN	105	104	104	94	76	76	75	71	60	28	40	67	42	41	NaN	NaN	0.01	0.00	0.00	0.00	0.05	0.00	0.14	0.02	56.41	265.84	210.54	44.10	142.54	146.94	NaN	NaN	-1	0	-10	-18	0	-1	-4	-11	-32	12	27	-25	-1
0000882508	Quicklogic Corp	Quicklo	NaN	NaN	46	78	74	66	NaN	68	67	65	65	NaN	70	61	44	42	NaN	NaN	353.87	133.11	183.42	165.65	NaN	32.98	33.45	54.01	37.24	NaN	52.74	58.59	136.27	144.36	NaN	NaN	32	-4	-8	NaN	NaN	-1	-2	0	NaN	NaN	-9	-17	-2
0000912093	Viavi Solutions INC	Viavi S	NaN	NaN	53	66	35	24	NaN	21	13	33	19	NaN	33	30	13	43	NaN	NaN	326.26	210.35	332.21	325.76	NaN	343.90	397.62	253.31	332.17	NaN	256.71	296.58	337.82	140.94	NaN	NaN	13	-31	-11	NaN	NaN	-8	20	-14	NaN	NaN	-3	-17	30
0001463101	Enphase Energy Inc	Enphase	NaN	NaN	NaN	93	89	79	70	69	68	63	32	43	61	54	40	44	NaN	NaN	NaN	58.65	59.18	110.67	67.29	19.39	33.29	59.14	223.32	187.72	126.60	156.19	163.62	125.73	NaN	NaN	NaN	-4	-10	-9	-1	-1	-5	-31	11	18	-7	-14	4
0001819974	Skywater Technology Inc	Skywate	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	68	63	46	45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	56.87	58.41	74.59	102.33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-5	-17	-1
0001288469	Maxlinear INC	Maxline	NaN	NaN	76	67	71	46	39	8	52	50	39	56	48	40	37	46	NaN	NaN	215.33	208.12	204.23	254.89	253.01	458.22	164.11	174.52	192.58	114.68	180.27	247.50	192.40	97.03	NaN	NaN	-9	4	-25	-7	-31	44	-2	-11	17	-8	-8	-3	9
0001507957	Ideal Power Inc	Ideal P	NaN	NaN	NaN	NaN	93	92	71	75	71	73	NaN	NaN	26	53	53	47	NaN	NaN	NaN	NaN	57.93	40.76	59.03	0.00	17.11	0.00	NaN	NaN	278.88	162.69	9.30	75.70	NaN	NaN	NaN	NaN	-1	-21	4	-4	2	NaN	NaN	NaN	27	0	-6
0000808326	Emcore CORP	Emcore	NaN	NaN	93	92	65	62	2	15	16	37	54	47	12	52	51	48	NaN	NaN	125.96	68.78	216.81	217.04	595.39	383.14	375.19	229.39	109.60	181.78	373.94	167.40	38.52	59.35	NaN	NaN	-1	-27	-3	-60	13	1	21	17	-7	-35	40	-1	-3
0000895419	Wolfspeed INC	Wolfspe	NaN	7	18	16	13	13	27	20	25	36	37	39	57	45	NaN	49	NaN	449.64	444.80	419.31	417.79	404.77	320.41	345.96	313.66	239.39	199.78	202.45	151.64	192.91	NaN	58.57	NaN	11	-2	-3	0	14	-7	5	11	1	2	18	-12	NaN	NaN
0001158114	Applied Optoelectronics INC	Applied	NaN	NaN	NaN	NaN	72	57	44	27	15	34	52	51	56	59	43	50	NaN	NaN	NaN	NaN	194.03	230.95	227.69	310.97	385.55	244.75	149.05	162.52	153.36	94.65	138.05	54.15	NaN	NaN	NaN	NaN	-15	-13	-17	-12	19	18	-1	5	3	-16	7
0001040161	Pixelworks INC	Pixelwo	NaN	NaN	NaN	85	86	84	64	64	49	41	38	58	55	48	45	51	NaN	NaN	NaN	107.65	93.45	59.16	116.93	68.53	178.22	212.22	199.10	96.53	157.28	183.92	122.35	54.07	NaN	NaN	NaN	1	-2	-20	0	-15	-8	-3	20	-3	-7	-3	6
0001420520	Atomera Inc	Atomera	NaN	NaN	NaN	NaN	NaN	NaN	NaN	59	69	66	67	49	65	68	54	52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	129.25	33.18	45.88	6.09	169.04	86.56	32.10	6.25	46.86	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	-3	1	-18	16	3	-14	-2
0001832487	Guerrilla RF Inc	Guerril	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34	71	57	53	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	235.58	2.64	0.28	34.59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37	-14	-4
0001667011	Arteris Inc	Arteris	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	64	62	52	54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	92.04	58.48	33.86	29.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-10	2
0000088941	Semtech CORP	Semtech	NaN	22	24	6	23	47	17	16	10	13	7	9	4	6	11	55	NaN	352.59	425.26	474.79	381.08	254.52	391.15	381.36	402.17	393.67	409.26	407.33	419.17	452.71	360.20	11.80	NaN	2	-18	17	24	-30	-1	-6	3	-6	2	-5	2	5	44
0000890394	Peraso Inc	Peraso	NaN	NaN	4	74	68	88	73	74	70	70	57	64	37	77	58	56	NaN	NaN	518.58	151.88	211.64	56.30	50.41	0.01	30.30	0.43	78.67	33.72	218.42	0.00	0.00	0.00	NaN	NaN	70	-6	20	-15	1	-4	0	-13	7	-27	40	-19	-2
0000768251	Altera CORP	Altera	9	26	44	34	61	52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	209.66	325.20	357.68	333.20	235.20	243.63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17	18	-10	27	-9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000945436	Sunedison INC	Sunedis	8	39	100	91	94	86	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	220.01	178.83	41.44	81.08	57.73	58.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31	61	-9	3	-8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001054374	Broadcom CORP	Broadco	6	11	22	25	21	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	305.57	428.82	436.59	389.66	387.40	395.17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	11	3	-4	-6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001058057	Marvell Technology Group LTD	Marvell	5	NaN	13	13	NaN	NaN	NaN	44	20	8	27	14	NaN	NaN	NaN	NaN	381.09	NaN	458.01	432.06	NaN	NaN	NaN	205.57	361.05	442.71	260.92	388.29	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	-24	-12	19	-13	NaN	NaN	NaN	NaN
0000070530	National Semiconductor CORP	Nationa	NaN	42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	128.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000093384	Standard Microsystems CORP	Standar	NaN	27	56	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	309.36	315.59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000310568	Microsemi CORP	Microse	NaN	9	28	26	12	11	12	11	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	445.37	405.14	386.60	423.68	407.68	420.75	399.85	421.64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	19	-2	-14	-1	1	-1	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000316793	International Rectifier CORP DE	Interna	NaN	24	35	42	44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	330.29	384.68	304.38	294.35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	7	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000703360	LSI CORP	LSI COR	NaN	36	72	68	50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	196.15	226.69	197.82	278.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	36	-4	-18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000703361	Renesas Electronics America Inc	Renesas	NaN	23	34	20	33	8	10	29	31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	345.37	386.19	409.79	338.24	443.11	421.49	306.24	280.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	-14	13	-25	2	19	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000743316	Maxim Integrated Products INC	Maxim I	NaN	32	NaN	NaN	NaN	NaN	50	47	41	44	25	NaN	NaN	NaN	NaN	NaN	NaN	262.36	NaN	NaN	NaN	NaN	209.81	195.55	219.46	194.37	267.81	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-6	3	-19	NaN	NaN	NaN	NaN	NaN
0000743988	Xilinx INC	Xilinx	NaN	6	5	4	5	16	16	13	11	16	2	12	NaN	NaN	NaN	NaN	NaN	450.93	500.62	485.21	470.44	393.35	397.56	388.51	401.21	384.07	510.48	397.69	NaN	NaN	NaN	NaN	NaN	-1	-1	1	11	0	-3	-2	5	-14	10	NaN	NaN	NaN	NaN
0000767920	PMC Sierra INC	PMC Sie	NaN	25	41	81	48	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	326.76	373.50	126.64	281.47	347.72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16	40	-33	-26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000791915	Cypress Semiconductor CORP DE	Cypress	NaN	40	NaN	NaN	87	74	NaN	46	50	35	35	NaN	NaN	NaN	NaN	NaN	NaN	171.28	NaN	NaN	92.02	127.29	NaN	197.47	172.15	244.38	209.29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-13	NaN	NaN	4	-15	0	NaN	NaN	NaN	NaN	NaN
0000867773	Sunpower CORP	Sunpowe	NaN	38	81	90	NaN	69	NaN	63	66	67	58	NaN	42	58	NaN	NaN	NaN	183.38	192.77	89.40	NaN	154.40	NaN	112.17	36.92	23.56	64.47	NaN	203.30	108.32	NaN	NaN	NaN	43	9	NaN	NaN	NaN	NaN	3	1	-9	NaN	NaN	16	NaN	NaN
0000872448	Atmel CORP	Atmel C	NaN	20	37	NaN	NaN	59	33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	363.70	379.57	NaN	NaN	230.24	263.19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17	NaN	NaN	NaN	-26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000911160	RF Micro Devices INC	RF Micr	NaN	34	58	55	64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	211.25	300.73	253.97	218.68	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24	-3	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000913885	Triquint Semiconductor INC	Triquin	NaN	3	27	33	34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	478.09	405.35	337.88	333.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24	6	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001036960	Fairchild Semiconductor International INC	Fairchi	NaN	31	60	49	46	51	41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	266.88	286.32	290.42	289.00	243.86	246.01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	-11	-3	5	-10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001096325	Intersil CORP DE	Intersi	NaN	33	62	43	NaN	28	20	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	230.23	273.06	301.11	NaN	316.47	376.88	368.57	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	-19	NaN	NaN	-8	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001102934	CMC Materials Inc	CMC Mat	NaN	10	20	64	60	48	34	30	23	7	45	45	58	NaN	NaN	NaN	NaN	442.81	441.43	224.92	238.35	252.51	262.86	304.32	318.17	443.19	158.86	184.79	143.60	NaN	NaN	NaN	NaN	10	44	-4	-12	-14	-4	-7	-16	38	0	13	NaN	NaN	NaN
0001130866	Hittite Microwave CORP	Hittite	NaN	1	3	3	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	539.57	560.50	521.77	506.98	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	0	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001140486	Atheros Communications INC	Atheros	NaN	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	379.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001175609	Cavium INC	Cavium	NaN	16	45	83	52	45	29	58	54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	396.56	355.06	112.87	259.20	259.34	297.85	131.96	157.69	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	38	-31	-7	-16	29	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001261694	Tessera Technologies INC	Tessera	NaN	2	30	29	78	1	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	480.71	402.47	372.04	155.86	628.95	591.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	28	-1	49	-77	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001352341	Verigy Ltd	Verigy	NaN	37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	191.14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000711065	Applied Micro Circuits CORP	Applied	NaN	NaN	50	80	98	54	62	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	342.78	126.91	15.17	243.54	128.26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30	18	-44	8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000730000	Supertex INC	Superte	NaN	NaN	31	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	401.59	394.04	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
0000753568	EXAR CORP	EXAR CO	NaN	NaN	67	54	36	21	46	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	248.21	262.39	331.42	349.46	214.43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-13	-18	-15	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000771266	Kopin CORP	Kopin C	NaN	NaN	38	41	25	61	NaN	NaN	NaN	NaN	NaN	46	59	66	48	NaN	NaN	NaN	379.25	310.22	369.37	223.59	NaN	NaN	NaN	NaN	NaN	183.77	134.31	50.54	58.33	NaN	NaN	NaN	3	-16	36	NaN	NaN	NaN	NaN	NaN	NaN	13	7	-18	NaN
0000791907	Linear Technology CORP CA	Linear	NaN	NaN	66	62	57	3	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	250.92	225.56	244.17	492.93	NaN	513.71	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	-5	-54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000802851	Logic Devices Inc	Logic D	NaN	NaN	99	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	92.72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000810136	Photronics INC	Photron	NaN	NaN	65	53	55	39	31	18	18	21	18	16	20	22	8	NaN	NaN	NaN	260.76	271.90	254.33	276.53	277.32	368.42	362.45	339.72	336.73	351.61	323.44	317.20	394.32	NaN	NaN	NaN	-12	2	-16	-8	-13	0	3	-3	-2	4	2	-14	NaN
0000849502	Ramtron International CORP	Ramtron	NaN	NaN	70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	238.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000850579	PLX Technology INC	PLX Tec	NaN	NaN	85	96	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	162.09	56.55	339.29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	-64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000854701	Integrated Silicon Solution INC	Integra	NaN	NaN	21	45	30	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	438.99	293.36	342.56	323.99	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24	-15	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000869986	Advanced Photonix INC	Advance	NaN	NaN	75	58	80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	217.45	240.87	146.32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-17	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000880446	Vitesse Semiconductor CORP	Vitesse	NaN	NaN	101	99	96	83	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.51	41.66	52.40	63.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-3	-13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000886328	E Digital CORP	E Digit	NaN	NaN	98	NaN	NaN	NaN	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	101.87	NaN	NaN	NaN	271.93	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	77	70	75	75	56	61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	214.86	181.76	170.31	126.96	193.39	122.47	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	5	0	-19	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000889423	Satcon Technology CORP	Satcon	NaN	NaN	103	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3.30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000907686	Plures Technologies Inc DE	Plures	NaN	NaN	90	102	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	134.05	7.73	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000915778	DSP Group INC DE	DSP Gro	NaN	NaN	69	52	43	30	NaN	NaN	NaN	NaN	NaN	31	NaN	NaN	NaN	NaN	NaN	NaN	239.45	275.94	294.93	301.36	NaN	NaN	NaN	NaN	NaN	249.94	NaN	NaN	NaN	NaN	NaN	NaN	-17	-9	-13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000932111	Micrel INC	Micrel	NaN	NaN	39	35	28	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	378.61	331.55	346.36	338.65	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	-7	-5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000940332	Anadigics INC	Anadigi	NaN	NaN	78	94	95	NaN	75	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	200.73	57.94	54.59	NaN	13.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000944739	Transwitch CORP DE	Transwi	NaN	NaN	104	103	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.95	0.03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000945699	IXYS LLC	IXYS LL	NaN	NaN	55	39	45	38	38	34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	321.93	318.31	292.96	279.19	256.64	257.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-16	6	-7	0	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001001426	Pericom Semiconductor CORP	Pericom	NaN	NaN	49	32	47	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	345.12	339.94	288.81	370.51	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-17	15	-29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001039065	OSI Systems INC	OSI Sys	NaN	NaN	63	63	73	64	40	45	51	54	40	48	46	47	NaN	NaN	NaN	NaN	273.05	225.52	193.24	204.39	248.75	198.05	170.96	139.72	174.84	180.25	186.77	184.90	NaN	NaN	NaN	NaN	0	10	-9	-24	5	6	3	-14	8	-2	1	NaN	NaN
0001046995	Emagin CORP	Emagin	NaN	NaN	8	15	88	63	43	57	59	60	50	61	63	56	NaN	NaN	NaN	NaN	473.45	423.45	72.42	209.63	242.89	137.90	110.25	89.79	151.13	58.66	105.79	127.06	NaN	NaN	NaN	NaN	7	73	-25	-20	14	2	1	-10	11	2	-7	NaN	NaN
0001050550	Volterra Semiconductor CORP	Volterr	NaN	NaN	10	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	469.95	444.80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001051627	AXT INC	AXT INC	NaN	NaN	6	23	27	19	22	12	7	18	16	15	10	26	26	NaN	NaN	NaN	497.95	397.17	353.08	368.35	362.01	397.25	420.05	373.61	339.02	374.90	376.23	312.66	249.37	NaN	NaN	NaN	17	4	-8	3	-10	-5	11	-2	-1	-5	16	0	NaN
0001059786	MIPS Technologies INC	MIPS Te	NaN	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	452.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001094739	Finisar CORP	Finisar	NaN	NaN	42	31	39	35	37	33	35	39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	368.60	340.81	313.15	281.94	258.57	263.42	258.23	220.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-11	8	-4	2	-4	2	4	NaN	NaN	NaN	NaN	NaN	NaN
0001106851	Omnivision Technologies INC	Omnivis	NaN	NaN	52	50	51	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	339.69	283.75	269.11	322.01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	1	-24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001110647	Oclaro INC	Oclaro	NaN	NaN	84	89	91	60	NaN	50	8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	162.61	94.09	58.25	227.89	NaN	172.02	415.42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	2	-31	NaN	NaN	-42	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001126741	GSI Technology INC	GSI Tec	NaN	NaN	14	18	16	20	24	24	22	23	12	23	44	44	39	NaN	NaN	NaN	457.48	415.66	406.13	357.21	340.52	328.38	339.70	330.97	368.73	296.56	200.76	208.20	188.19	NaN	NaN	NaN	4	-2	4	4	0	-2	1	-11	11	21	0	-5	NaN
0001138830	Authentec INC	Authent	NaN	NaN	79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	199.76	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001157780	Opnext INC	Opnext	NaN	NaN	83	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	184.58	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001160958	Inphi Corp	Inphi C	NaN	NaN	29	44	38	33	57	NaN	56	57	53	54	NaN	NaN	NaN	NaN	NaN	NaN	404.70	300.01	314.38	298.18	189.43	NaN	134.30	117.05	115.17	118.79	NaN	NaN	NaN	NaN	NaN	NaN	15	-6	-5	24	NaN	NaN	1	-4	1	NaN	NaN	NaN	NaN
0001210618	SPI Energy Co Ltd	SPI Ene	NaN	NaN	94	95	100	68	NaN	NaN	NaN	NaN	NaN	NaN	71	64	NaN	NaN	NaN	NaN	119.98	57.25	13.78	155.16	NaN	NaN	NaN	NaN	NaN	NaN	51.16	54.84	NaN	NaN	NaN	NaN	1	5	-32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	NaN	NaN
0001224370	Mindspeed Technologies INC	Mindspe	NaN	NaN	74	88	102	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	218.16	96.63	0.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001227025	Neophotonics CORP	Neophot	NaN	NaN	80	NaN	77	67	47	48	57	58	51	40	60	NaN	NaN	NaN	NaN	NaN	194.40	NaN	158.70	159.07	213.25	193.73	133.05	116.55	151.13	201.06	130.52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-10	-20	1	9	1	-7	-11	20	NaN	NaN	NaN
0001227930	Entropic Communications INC	Entropi	NaN	NaN	7	21	56	80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	477.87	406.84	248.04	99.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	35	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001262200	Daystar Technologies INC	Daystar	NaN	NaN	107	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001282631	Netlist INC	Netlist	NaN	NaN	87	100	99	93	NaN	70	74	69	68	NaN	73	69	56	NaN	NaN	NaN	146.56	25.38	14.72	0.27	NaN	6.77	1.06	1.50	3.07	NaN	28.25	31.06	1.36	NaN	NaN	NaN	13	-1	-6	NaN	NaN	4	-5	-1	NaN	NaN	-4	-13	NaN
0001294924	Invensense Inc	Invense	NaN	NaN	25	2	2	58	45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	423.06	529.56	508.11	230.28	214.85	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-23	0	56	-13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001307873	Solar Enertech CORP	Solar E	NaN	NaN	91	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	132.03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001337675	Tower US Holdings Inc	Tower U	NaN	NaN	86	76	82	78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	153.15	138.61	128.84	116.96	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-10	6	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001356104	Mellanox Technologies Ltd	Mellano	NaN	NaN	47	17	40	32	18	39	32	17	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	347.76	418.01	310.08	299.56	385.98	243.56	277.84	379.19	362.35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-30	23	-8	-14	21	-7	-15	-3	NaN	NaN	NaN	NaN	NaN
0001392522	Freescale Semiconductor Ltd	Freesca	NaN	NaN	102	101	101	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7.55	9.14	7.49	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
0001394954	GT Advanced Technologies Inc	GT Adva	NaN	NaN	89	72	85	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	145.12	167.92	99.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-17	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001410172	Rubicon Technology Inc	Rubicon	NaN	NaN	12	28	37	41	72	73	60	5	8	11	NaN	NaN	NaN	NaN	NaN	NaN	466.16	375.35	323.61	274.51	51.14	0.01	105.12	457.75	403.83	405.51	NaN	NaN	NaN	NaN	NaN	NaN	16	9	4	31	1	-13	-55	3	3	NaN	NaN	NaN	NaN
0001432150	Gigpeak Inc	Gigpeak	NaN	NaN	97	73	29	44	21	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	114.78	165.49	345.05	259.89	373.82	313.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-24	-44	15	-23	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001441634	Avago Technologies LTD	Avago T	NaN	NaN	9	7	8	72	51	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	471.81	473.03	450.64	134.35	206.63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	1	64	-21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001487990	Aeroflex Holding CORP	Aerofle	NaN	NaN	95	87	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	117.57	104.32	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	NaN
0000029002	Diodes INC DEL	Diodes	NaN	NaN	NaN	38	62	42	58	49	42	32	22	36	32	25	NaN	NaN	NaN	NaN	NaN	319.54	233.54	267.01	185.91	184.07	213.32	255.36	307.55	206.47	262.81	313.04	NaN	NaN	NaN	NaN	NaN	24	-20	16	-9	-7	-10	-10	14	-4	-7	NaN	NaN
0000093205	Living 3D Holdings INC	Living	NaN	NaN	NaN	106	103	95	1	78	76	74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	0.00	18198.04	0.00	0.05	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-8	-94	77	-2	-2	NaN	NaN	NaN	NaN	NaN	NaN
0000790715	Sigma Designs INC	Sigma D	NaN	NaN	NaN	97	90	53	52	37	43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	55.66	59.13	243.58	196.43	256.49	212.54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	-37	-1	-15	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000880177	Peregrine Semiconductor CORP	Peregri	NaN	NaN	NaN	61	49	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	230.02	281.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000899297	OPTI INC	OPTI IN	NaN	NaN	NaN	57	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	245.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001081078	API Technologies Corp	API Tec	NaN	NaN	NaN	98	76	77	67	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	50.66	170.07	124.63	95.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-22	1	-10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001126411	Surgline International INC	Surglin	NaN	NaN	NaN	107	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001201663	Audience INC	Audienc	NaN	NaN	NaN	19	22	91	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	410.03	381.98	43.67	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	69	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001280263	Ambarella INC	Ambarel	NaN	NaN	NaN	36	17	9	6	5	5	14	17	25	30	28	NaN	NaN	NaN	NaN	NaN	324.29	403.40	441.51	451.94	470.88	450.96	392.69	337.33	291.34	265.87	306.76	NaN	NaN	NaN	NaN	NaN	-19	-8	-3	-1	0	9	3	8	5	-2	NaN	NaN
0001311241	Intermolecular INC	Intermo	NaN	NaN	NaN	56	69	70	60	51	45	31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	247.70	210.32	147.73	152.25	171.66	185.67	260.29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13	1	-10	-9	-6	-14	NaN	NaN	NaN	NaN	NaN	NaN
0001333822	Semileds Corp	Semiled	NaN	NaN	NaN	79	92	82	68	71	63	61	64	60	67	60	49	NaN	NaN	NaN	NaN	128.85	58.19	82.95	90.90	0.52	84.74	62.52	42.02	83.86	59.21	58.85	49.54	NaN	NaN	NaN	NaN	13	-10	-14	3	-8	-2	3	-4	7	-7	-11	NaN
0001350102	Ascent Solar Technologies Inc	Ascent	NaN	NaN	NaN	75	97	97	79	79	77	75	NaN	65	76	73	NaN	NaN	NaN	NaN	NaN	141.79	44.70	0.00	0.00	0.00	0.00	0.00	NaN	4.84	8.39	0.05	NaN	NaN	NaN	NaN	NaN	22	0	-18	0	-2	-2	NaN	NaN	11	-3	NaN	NaN
0001421665	Solar Energy Initiatives Inc	Solar E	NaN	NaN	NaN	105	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001021604	ON Track Innovations LTD	ON Trac	NaN	NaN	NaN	NaN	84	81	69	NaN	NaN	46	61	63	77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	127.69	88.24	69.21	NaN	NaN	182.52	56.39	34.31	0.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-12	NaN	NaN	NaN	15	2	14	NaN	NaN	NaN
0001122342	Alliance Fiber Optic Products INC	Allianc	NaN	NaN	NaN	NaN	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	434.37	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
0001322705	Spansion Inc	Spansio	NaN	NaN	NaN	NaN	83	73	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	127.86	129.57	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001431959	META Materials INC	META Ma	NaN	NaN	NaN	NaN	NaN	87	NaN	NaN	NaN	NaN	NaN	62	47	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	57.39	NaN	NaN	NaN	NaN	NaN	46.13	181.14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-15	NaN	NaN	NaN
0001579910	Resonant Inc	Resonan	NaN	NaN	NaN	NaN	NaN	89	77	72	73	68	69	66	80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	55.92	0.00	0.01	3.01	1.67	0.00	3.74	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-12	-5	1	-5	1	-3	14	NaN	NaN	NaN
0001596089	Eteris B V	Eteris	NaN	NaN	NaN	NaN	NaN	85	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	58.95	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
0001395848	Adesto Technologies Corp	Adesto	NaN	NaN	NaN	NaN	NaN	NaN	65	66	55	59	56	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	114.14	58.46	153.63	111.56	83.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	-11	4	-3	NaN	NaN	NaN	NaN	NaN
0001571636	Nanoflex Power Corp	Nanofle	NaN	NaN	NaN	NaN	NaN	NaN	80	77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001585854	Sunedison Semiconductor Ltd	Sunedis	NaN	NaN	NaN	NaN	NaN	NaN	63	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	123.76	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001438423	Everspin Technologies INC	Everspi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	65	72	64	62	59	21	23	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	59.20	7.58	56.91	53.02	90.36	312.70	317.14	398.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	-8	-2	-3	-38	2	-16	NaN
0001634447	ISUN INC	ISUN IN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	14	43	55	50	51	72	50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	419.99	395.60	196.70	107.98	163.86	176.67	1.78	46.64	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	29	12	-5	1	21	-22	NaN
0001651235	Acacia Communications Inc	Acacia	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	17	20	15	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	507.88	366.88	341.30	343.52	390.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	13	3	-5	-2	NaN	NaN	NaN	NaN
0001690666	Xperi Corp	Xperi C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	21	49	43	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	464.93	357.09	175.70	160.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15	28	-6	NaN	NaN	NaN	NaN	NaN
0001316016	Aquantia CORP	Aquanti	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	28	29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	296.36	268.71	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN
0001370702	ON Semiconductor Connectivity Solutions Inc	ON Semi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	452.30	345.88	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN
0001556898	Techpoint Inc	Techpoi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	6	10	7	1	5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	516.12	452.80	376.35	409.56	519.59	507.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	4	-3	-6	4	NaN	NaN
0001494162	Kinerjapay Corp	Kinerja	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	77	71	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-6	NaN	NaN	NaN	NaN	NaN
0001682149	Datavault AI Inc	Datavau	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	78	70	68	72	75	59	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	0.03	49.76	0.00	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	-2	4	3	-16	NaN
0001715768	Transphorm Inc	Transph	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	76	NaN	67	NaN	55	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	0.18	NaN	137.48	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	66	69	75	74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.07	0.00	8.62	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	6	-1	NaN	NaN
0000866291	Allegro Microsystems INC	Allegro	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	19	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	322.32	324.80	410.15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	-5	NaN	NaN
0001803696	Adeia Inc	Adeia I	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	35	49	65	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	210.14	180.05	54.69	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14	16	NaN	NaN
0001813658	Tempo Automation Holdings Inc	Tempo A	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	385.25	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	72	NaN	NaN
0001817760	Smartkem Inc	Smartke	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	79	76	55	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.04	0.00	3.80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	-21	NaN
0001828161	FTC Solar Inc	FTC Sol	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	69	70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	54.46	6.13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN
0001852117	Rockley Photonics Holdings Ltd	Rockley	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	78	78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.16	0.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN
0000065759	Micropac Industries INC	Micropa	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	35	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	256.49	231.39	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN

PDF reports

All reports for 2024 are collected in a single PDF for easier review.

2009

Logs

warning	43 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000006281 0000006951 0000070530 0000097476 0000316793 0000827054 0001036960 0001096325 0000002488 0000004127 0000050863 0000088941 0000093384 0000310568 0000703360 0000703361 0000743316 0000743988 0000767920 0000768251 0000791915 0000817720 0000833640 0000867773 0000872448 0000895419 0000911160 0000913885 0000917273 0000945436 0001038074 0001045810 0001047127 0001054374 0001097864 0001102934 0001130866 0001140486 0001175609 0001261694 0001274494 0001352341 0001058057
warning	6 × Missing logo	subcommand.report	0000827054 0000768251 0000945436 0001045810 0001054374 0001058057
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.619533272690269}
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	4,377,977,935	4,993,431,173	13,610,328,316	111,828,295,000	156,512,775,000	0000827054	0001058057	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	2.00	2.05	3.81	4.62	4.85	0000768251	0001058057	0000827054
9	EconomicCapitalRatio	2.10	2.14	3.81	4.62	4.85	0000768251	0001058057	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	-0.334	-0.270	0.0456	0.421	0.445	0000768251	0000050863	0001058057
1	LiabilitiesNonCurrent	-0.807	-0.556	0.297	0.469	0.474	0000945436	0000827054	0000097476
2	remainder_Liabilities	-0.807	-0.518	0.237	0.361	0.373	0000768251	0000827054	0001045810
3	AssetsCurrent	-0.287	-0.261	-0.0891	0.390	0.670	0001045810	0000827054	0000768251
4	AssetsNonCurrent	-0.0701	-0.0581	-0.00484	0.0562	0.0908	0001045810	0001274494	0000050863
5	IntangibleAssets	-0.163	-0.128	-0.0109	0.302	0.431	0000768251	0001274494	0001058057
6	PropertyPlantAndEquipmentNet	-0.294	-0.268	-0.0207	0.281	0.435	0001054374	0000097476	0000945436
7	remainder_Assets	-0.143	-0.110	0.00407	0.0860	0.110	0001045810	0000827054	0000945436
8	ResearchAndDevelopmentExpense	-0.892	-0.780	0.0637	0.426	0.504	0001054374	0000050863	0001274494
9	SellingGeneralAndAdministrativeExpense	-0.393	-0.274	0.0312	0.214	0.227	0000050863	0000097476	0001058057
10	AmortizationOfIntangibleAssets	-0.207	-0.119	0.0174	0.0344	0.0364	0001058057	0000827054	0001045810
11	remainder_Expenses	-0.827	-0.685	-0.0221	0.361	0.386	0001045810	0001054374	0000768251
12	remainder_Revenues	-0.552	-0.382	0.188	0.418	0.450	0000945436	0001054374	0000097476
13	remainder_NetIncome	-0.0399	-0.0372	-0.00502	0.0395	0.0584	0000050863	0001058057	0000827054
14	remainder_ComprehensiveNetIncome	-0.0480	-0.0457	-0.0290	0.0774	0.0971	0001045810	0001274494	0000945436

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.60	-1.42	0.732	0.811	0.847	0000768251	0000827054	0001058057
1	Assets	-0.608	-0.527	-0.0712	0.339	0.487	0001045810	0001058057	0000945436
2	Expenses	-1.05	-0.920	-0.137	0.426	0.430	0001045810	0000050863	0000827054
3	Revenues	-0.552	-0.382	0.188	0.418	0.450	0000945436	0001054374	0000097476
4	StockholdersEquity	-1.82	-1.55	0.107	1.27	1.92	0001045810	0001058057	0000827054
5	NetIncome	-0.785	-0.695	0.0360	0.623	0.777	0001045810	0000050863	0001274494
6	ComprehensiveNetIncome	-0.835	-0.742	0.00153	0.597	0.748	0001045810	0000050863	0001274494
7	BaseVar	nan	nan	nan	nan	nan	0000050863	0000945436	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-1.35	-1.31	0.361	1.17	1.40	0000768251	0001058057	0000827054
9	EconomicCapitalRatio	-1.37	-1.33	0.342	1.15	1.38	0000768251	0001058057	0000827054

2010

Logs

warning	60 × The stock price does not exist	industry.us_generic	0000743988 0000753568 0000907686 0000940332 0001036960 0001096325 0001227025 0001261694 0001487990 0000093384 0000310568 0000316793 0000703360 0000703361 0000711065 0000730000 0000767920 0000768251 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000872448 0000880446 0000886328 0000887969 0000889423 0000911160 0000913885 0000915778 0000932111 0000944739 0000945436 0000945699 0001001426 0001046995 0001050550 0001054374 0001058057 0001059786 0001094739 0001102934 0001106851 0001110647 0001130866 0001138830 0001157780 0001160958 0001175609 0001224370 0001227930 0001262200 0001307873 0001356104 0001392522 0001394954 0001432150 0001441634
warning	47 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000006281 0000097476 0000743988 0000917273 0001036960 0001096325 0001261694 0000093384 0000310568 0000316793 0000703360 0000703361 0000767920 0000768251 0000872448 0000911160 0000913885 0000945436 0001054374 0001058057 0001102934 0001130866 0001175609 0001288469 0001294924 0001337675 0001494162 0000050863 0000827054 0001045810 0001274494 0000006951 0000070530 0000002488 0000004127 0000088941 0000743316 0000791915 0000817720 0000833640 0000867773 0000895419 0001038074 0001047127 0001097864 0001140486 0001352341
warning	22 × Missing logo	subcommand.report	0000743988 0001036960 0001096325 0001261694 0000093384 0000316793 0000703360 0000703361 0000767920 0000768251 0000872448 0000911160 0000913885 0000945436 0001054374 0001130866 0000827054 0001045810 0000070530 0000088941 0001140486 0001352341
warning	2 × Similarly named company. Duplicate?	None	0000911160 0001102934
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.780179030097572}
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000827054
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	45,930,500	224,468,655	1,965,650,000	9,327,000,000	0001130866	0000791915	0000050863
1	LiabilitiesNonCurrent	0	0	20,683,058	787,962,800	1,300,500,000	0000002488	0000833640	0000070530
2	remainder_Liabilities	0	0	3,468,920	498,883,550	983,000,000	0000002488	0000316793	0000097476
3	AssetsCurrent	0	221,568,200	816,700,764	6,636,224,600	31,611,000,000	0000827054	0001036960	0000050863
4	AssetsNonCurrent	0	0	28,851,185	210,059,950	8,137,000,000	0000006951	0000743316	0000050863
5	IntangibleAssets	0	0	191,342,280	1,592,084,650	4,531,000,000	0000768251	0000088941	0000050863
6	PropertyPlantAndEquipmentNet	0	18,553,800	253,657,960	1,531,904,150	17,899,000,000	0000945436	0000872448	0000050863
7	remainder_Assets	0	0	44,575,506	1,759,018,700	2,307,000,000	0000002488	0000833640	0000945436
8	ResearchAndDevelopmentExpense	31,467,000	36,334,050	131,714,057	1,561,750,000	6,576,000,000	0001130866	0000004127	0000050863
9	SellingGeneralAndAdministrativeExpense	0	32,203,750	168,214,069	941,455,600	6,309,000,000	0000093384	0000316793	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	31,611,600	61,000,000	0000006281	0000006281	0000002488
11	remainder_Expenses	-58,546,000	93,831,950	589,666,555	6,423,018,900	19,731,000,000	0000917273	0000070530	0000050863
12	remainder_Revenues	206,500,000	287,222,150	963,186,722	9,447,708,100	43,623,000,000	0001175609	0000911160	0000050863
13	remainder_NetIncome	-122,639,000	-18,621,100	2,619,627	139,959,150	457,000,000	0001047127	0001038074	0000050863
14	remainder_ComprehensiveNetIncome	-80,827,000	-22,604,650	0	0	8,945,000	0000316793	0000872448	0001096325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	29,757,000	57,030,150	372,706,940	2,931,615,000	9,327,000,000	0001130866	0001352341	0000050863
1	Assets	291,620,000	415,598,550	1,661,347,451	10,793,393,250	63,186,000,000	0001175609	0001096325	0000050863
2	Expenses	153,635,000	171,901,200	893,405,042	8,524,119,450	32,616,000,000	0000917273	0000911160	0000050863
3	Revenues	206,500,000	287,222,150	963,186,722	9,447,708,100	43,623,000,000	0001175609	0000911160	0000050863
4	StockholdersEquity	234,610,000	355,120,850	1,114,015,301	7,492,963,050	53,859,000,000	0001175609	0000767920	0000050863
5	NetIncome	-151,370,000	-7,531,250	82,004,074	1,074,603,300	11,464,000,000	0000791915	0000767920	0000050863
6	ComprehensiveNetIncome	-151,370,000	-7,579,100	80,121,637	1,074,770,600	11,464,000,000	0000791915	0000767920	0000050863
7	BaseVar	894,117,540	1,320,362,857	4,518,976,695	41,430,886,478	183,129,340,000	0001175609	0000827054	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	0.856	1.50	3.54	4.78	5.40	0000070530	0000817720	0001130866
9	EconomicCapitalRatio	1.28	1.72	3.54	4.78	5.40	0000070530	0000817720	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	-0.873	-0.407	0.0878	0.477	0.627	0000767920	0000827054	0001130866
1	LiabilitiesNonCurrent	-1.68	-1.11	0.305	0.630	0.719	0000070530	0000767920	0000817720
2	remainder_Liabilities	-0.674	-0.583	0.164	0.283	0.336	0000768251	0000827054	0000817720
3	AssetsCurrent	-0.595	-0.482	-0.0460	0.316	0.793	0001047127	0000872448	0000768251
4	AssetsNonCurrent	-0.0530	-0.0312	-0.00263	0.0530	0.0823	0001045810	0000895419	0000791915
5	IntangibleAssets	-0.291	-0.225	-0.0137	0.364	0.595	0001047127	0001261694	0000767920
6	PropertyPlantAndEquipmentNet	-0.220	-0.172	-0.0121	0.275	0.600	0000703360	0000310568	0001047127
7	remainder_Assets	-0.233	-0.209	-0.0231	0.0921	0.807	0000703360	0001102934	0000945436
8	ResearchAndDevelopmentExpense	-0.604	-0.576	0.0195	0.391	0.511	0001175609	0000050863	0001047127
9	SellingGeneralAndAdministrativeExpense	-0.626	-0.500	0.0589	0.323	0.647	0000917273	0001140486	0000093384
10	AmortizationOfIntangibleAssets	-0.188	-0.105	0.0158	0.0266	0.0325	0001140486	0000791915	0000817720
11	remainder_Expenses	-0.951	-0.852	-0.0770	0.764	1.80	0000817720	0000791915	0000917273
12	remainder_Revenues	-0.562	-0.358	0.0594	0.653	0.742	0000703361	0000911160	0000097476
13	remainder_NetIncome	-0.175	-0.109	-0.00572	0.125	0.660	0000917273	0000070530	0000703361
14	remainder_ComprehensiveNetIncome	-0.353	-0.0229	0.00915	0.0158	0.0324	0000316793	0001038074	0001096325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.96	-1.22	0.484	1.15	1.19	0000070530	0000316793	0001102934
1	Assets	-0.711	-0.663	-0.0209	0.288	0.441	0000703360	0001175609	0000767920
2	Expenses	-0.993	-0.876	-0.0342	0.459	0.945	0000002488	0000833640	0000917273
3	Revenues	-0.562	-0.358	0.0594	0.653	0.742	0000703361	0000911160	0000097476
4	StockholdersEquity	-2.50	-1.94	-0.0308	1.88	2.00	0000002488	0001096325	0001261694
5	NetIncome	-1.44	-0.701	-0.0605	0.740	0.930	0000791915	0001102934	0000917273
6	ComprehensiveNetIncome	-1.43	-0.691	-0.0515	0.751	0.936	0000791915	0001102934	0000917273
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0000827054	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.05	-1.61	0.210	1.45	2.06	0000070530	0000817720	0001130866
9	EconomicCapitalRatio	-2.09	-1.66	0.166	1.40	2.02	0000070530	0000817720	0001130866

2011

Logs

error	12 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000093205 0000093205 0000065759 0000065759 0001324344 0001324344 0001431959 0001431959 0001355242 0001355242 0001494562 0001417451
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001135711
error	1 × IME and Company effects mismatched for Selling, General and Administrative Expense. IME Effects: 0.0, Company Effect: 0.00507	subcommand.report	0001398805
warning	66 × The stock price does not exist	industry.us_generic	0000093384 0000310568 0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000872448 0000880446 0000886328 0000887969 0000889423 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0000945699 0001001426 0001036960 0001046995 0001050550 0001054374 0001058057 0001059786 0001094739 0001096325 0001102934 0001106851 0001110647 0001130866 0001138830 0001157780 0001160958 0001175609 0001224370 0001227025 0001227930 0001261694 0001262200 0001294924 0001307873 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0001487990 0000790715 0000093205 0000899297 0001097864
warning	64 × No stock price available	subcommand.plot	0000093384 0000310568 0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000872448 0000880446 0000886328 0000887969 0000889423 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0000945699 0001001426 0001036960 0001046995 0001050550 0001054374 0001058057 0001059786 0001094739 0001096325 0001102934 0001106851 0001110647 0001130866 0001138830 0001157780 0001160958 0001175609 0001210618 0001224370 0001227025 0001227930 0001261694 0001262200 0001288469 0001294924 0001307873 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0001487990
warning	57 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000093384 0000310568 0000316793 0000703360 0000703361 0000743988 0000767920 0000768251 0000872448 0000911160 0000913885 0000940332 0000945436 0001036960 0001054374 0001058057 0001096325 0001102934 0001130866 0001160958 0001175609 0001227930 0001261694 0001288469 0001294924 0001337675 0001487990 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000827054 0000833640 0000867773 0000880177 0000895419 0000917273 0001038074 0001045810 0001047127 0001201663 0001274494 0001311241 0001081078 0001097864 0001126411 0001421665 0000070530 0000004127 0000743316 0000791915 0001140486 0001352341 0001494162
warning	57 × Missing logo	subcommand.report	0000093384 0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000872448 0000880446 0000886328 0000887969 0000889423 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0001001426 0001036960 0001050550 0001054374 0001058057 0001059786 0001096325 0001106851 0001130866 0001138830 0001157780 0001224370 0001227930 0001261694 0001262200 0001294924 0001307873 0001337675 0001392522 0001394954 0001432150 0001441634 0001487990 0000088941 0000724910 0000827054 0001045810 0000772406
warning	9 × Similarly named company. Duplicate?	None	0000711065 0000802851 0000869986 0000911160 0001102934 0001227930 0001307873 0001394954 0001280452
warning	7 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000093205 0000065759 0001324344 0001431959 0001355242 0001494562 0001417451
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.919274082106481}
warning	1 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000827054
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	1,955,473	67,058,371	1,388,480,000	12,028,000,000	0001481028	0000808326	0000050863
1	LiabilitiesNonCurrent	0	0	2,765,381	1,050,675,500	7,095,000,000	0000002488	0001175609	0001392522
2	remainder_Liabilities	-1,681,689	0	339,625	361,768,000	1,835,000,000	0001398805	0001050550	0000097476
3	AssetsCurrent	62,269	2,917,303	297,068,884	4,262,886,900	25,872,000,000	0001481028	0001157780	0000050863
4	AssetsNonCurrent	0	0	6,544,936	204,487,100	5,537,000,000	0000724910	0000917273	0000050863
5	IntangibleAssets	0	0	20,385,696	765,892,300	15,521,000,000	0000091668	0000808326	0000050863
6	PropertyPlantAndEquipmentNet	0	956,070	47,841,880	1,036,450,000	23,627,000,000	0000886328	0001280452	0000050863
7	remainder_Assets	0	0	15,188,487	812,335,600	2,529,900,000	0000056978	0001337675	0000945436
8	ResearchAndDevelopmentExpense	0	0	49,888,678	833,281,000	1,983,000,000	0000050863	0000753568	0001054374
9	SellingGeneralAndAdministrativeExpense	0	194,642	49,257,365	488,130,000	1,638,000,000	0000050863	0000711065	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	31,540,000	232,000,000	0000002488	0000743988	0001392522
11	remainder_Expenses	-32,028,000	5,166,722	171,889,677	3,734,840,000	41,361,000,000	0000890394	0000887969	0000050863
12	remainder_Revenues	0	5,915,780	312,426,632	5,969,200,000	53,999,000,000	0001481028	0000917273	0000050863
13	remainder_NetIncome	-656,000,000	-32,745,400	574,297	25,844,300	304,000,000	0001392522	0000088941	0000050863
14	remainder_ComprehensiveNetIncome	-75,000,000	-460,600	0	18,989	21,039,000	0000097476	0001288469	0001487990

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	69,214	3,110,224	89,488,065	3,584,690,000	12,028,000,000	0001481028	0000880446	0000050863
1	Assets	83,500	8,612,986	383,599,389	6,169,994,100	71,119,000,000	0001481028	0001039399	0000050863
2	Expenses	807,917	6,954,186	270,071,605	5,761,000,000	41,361,000,000	0001481028	0000889423	0000050863
3	Revenues	0	5,915,780	312,426,632	5,969,200,000	53,999,000,000	0001481028	0000917273	0000050863
4	StockholdersEquity	-4,480,000,000	2,012,327	299,210,024	5,003,932,200	59,091,000,000	0001392522	0001227930	0000050863
5	NetIncome	-1,520,000,000	-48,453,600	18,890,119	838,389,100	12,942,000,000	0000945436	0001126741	0000050863
6	ComprehensiveNetIncome	-1,520,000,000	-48,688,800	18,890,119	843,587,300	12,942,000,000	0000945436	0001126741	0000050863
7	BaseVar	1,623,518	41,203,065	1,346,726,167	27,292,314,500	224,770,060,000	0001481028	0000855658	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-44.6	-1.98	3.22	4.92	6.63	0001262200	0000056978	0000772406
9	EconomicCapitalRatio	0	0.105	3.22	4.92	6.63	0001262200	0000056978	0000772406

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	-0.933	-0.403	0.0756	0.634	1.21	0000768251	0001138830	0001275014
1	LiabilitiesNonCurrent	-1.66	-0.827	0.250	0.484	0.644	0001392522	0000886328	0001294924
2	remainder_Liabilities	-3.07	-0.440	0.140	0.295	0.464	0000791907	0000730000	0001275014
3	AssetsCurrent	-1.08	-0.705	-0.0422	0.466	0.986	0001307873	0001051627	0001039399
4	AssetsNonCurrent	-0.0745	-0.0477	-0.00371	0.0389	0.0601	0001307873	0001054374	0001096325
5	IntangibleAssets	-0.428	-0.278	-0.0143	0.425	0.635	0001282631	0000854701	0001096325
6	PropertyPlantAndEquipmentNet	-0.400	-0.254	-0.0146	0.376	0.749	0001282631	0000854701	0000723125
7	remainder_Assets	-2.40	-0.243	-0.0358	0.205	0.715	0000724910	0000310568	0000915778
8	ResearchAndDevelopmentExpense	-1.88	-0.840	0.0831	0.837	1.75	0000890394	0001130866	0001275014
9	SellingGeneralAndAdministrativeExpense	-1.95	-0.702	0.128	0.644	1.34	0000886328	0000730000	0001275014
10	AmortizationOfIntangibleAssets	-0.483	-0.118	0.0224	0.0384	0.0735	0000850579	0000743988	0001275014
11	remainder_Expenses	-5.32	-1.25	-0.138	0.959	3.29	0001275014	0000872448	0000890394
12	remainder_Revenues	-1.00	-0.490	0.160	0.917	1.84	0000886328	0000768251	0001275014
13	remainder_NetIncome	-0.386	-0.161	-0.0000605	0.215	0.476	0001294924	0000768251	0000703360
14	remainder_ComprehensiveNetIncome	-0.102	-0.0141	0.000699	0.00198	0.0850	0000882508	0001059786	0001039065

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-2.24	-1.22	0.386	1.22	1.61	0000791907	0001045810	0001294924
1	Assets	-1.47	-0.950	-0.0438	0.433	0.520	0001282631	0000913885	0001039399
2	Expenses	-1.59	-0.964	0.128	0.769	1.49	0000886328	0001047127	0000772406
3	Revenues	-1.00	-0.490	0.160	0.917	1.84	0000886328	0000768251	0001275014
4	StockholdersEquity	-5.28	-2.19	0.0866	1.82	3.27	0001275014	0000932111	0000890394
5	NetIncome	-2.99	-1.37	0.284	1.21	2.82	0000886328	0000913885	0000772406
6	ComprehensiveNetIncome	-2.99	-1.37	0.308	1.21	2.82	0000886328	0001280452	0000772406
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0000940332	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.08	-1.97	1.15	2.84	4.56	0001262200	0000056978	0000772406
9	EconomicCapitalRatio	-2.99	-2.88	0.238	1.93	3.65	0001262200	0000056978	0000772406

2012

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001322705 0001494162 0001494162 0000065759
warning	73 × The stock price does not exist	industry.us_generic	0000093205 0000310568 0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000899297 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0000945699 0001001426 0001036960 0001046995 0001050550 0001054374 0001058057 0001081078 0001094739 0001096325 0001102934 0001106851 0001110647 0001130866 0001160958 0001175609 0001201663 0001224370 0001227930 0001261694 0001294924 0001311241 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0001487990 0000791915 0001227025 0001322705 0001097864 0001122342 0000093384 0000872448 0000802851 0000849502 0000886328 0000889423 0001059786 0001138830 0001157780 0001262200 0001307873
warning	61 × No stock price available	subcommand.plot	0000093205 0000310568 0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000899297 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0000945699 0001001426 0001036960 0001046995 0001050550 0001054374 0001058057 0001081078 0001094739 0001096325 0001102934 0001106851 0001110647 0001126411 0001130866 0001160958 0001175609 0001201663 0001210618 0001224370 0001227930 0001261694 0001294924 0001311241 0001337675 0001350102 0001356104 0001392522 0001394954 0001421665 0001432150 0001441634 0001487990
warning	60 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000310568 0000316793 0000703360 0000703361 0000743988 0000767920 0000768251 0000880177 0000911160 0000913885 0000940332 0000945436 0001036960 0001054374 0001058057 0001081078 0001096325 0001102934 0001126411 0001130866 0001160958 0001175609 0001201663 0001227930 0001261694 0001294924 0001311241 0001337675 0001421665 0001441634 0001487990 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000791915 0000817720 0000827054 0000833640 0000895419 0000917273 0001021604 0001038074 0001045810 0001047127 0001274494 0001288469 0001097864 0001507957 0000070530 0000004127 0000093384 0000743316 0000867773 0000872448 0001140486 0001352341 0001494162
warning	54 × Missing logo	subcommand.report	0000316793 0000703360 0000703361 0000711065 0000730000 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000899297 0000907686 0000911160 0000913885 0000915778 0000932111 0000940332 0000944739 0000945436 0001001426 0001036960 0001050550 0001054374 0001058057 0001081078 0001096325 0001106851 0001126411 0001130866 0001201663 0001224370 0001227930 0001261694 0001294924 0001337675 0001392522 0001394954 0001421665 0001432150 0001441634 0001487990 0000088941 0000724910 0000827054 0001045810 0001280263 0000772406
warning	8 × Similarly named company. Duplicate?	None	0000711065 0000869986 0000911160 0001102934 0001227930 0001350102 0001394954 0001463101
warning	6 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000093205 0000880177 0001494162 0000065759 0001431959 0001280263
warning	4 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001097864
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.7417441256835655}
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 × Large missing amount for aggregate "Assets" added to remainder.	industry.us_generic	0000827054
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	132,408	1,878,609	59,949,497	1,305,580,000	12,898,000,000	0001481028	0001102934	0000050863
1	LiabilitiesNonCurrent	0	0	2,896,378	944,063,550	6,830,000,000	0000002488	0001039399	0001392522
2	remainder_Liabilities	0	0	777,266	491,046,450	1,920,800,000	0000002488	0001130866	0000945436
3	AssetsCurrent	2,838	2,939,989	223,099,605	3,861,832,700	31,358,000,000	0001421665	0001110647	0000050863
4	AssetsNonCurrent	0	0	7,228,492	268,340,950	4,641,000,000	0000093205	0000791907	0000050863
5	IntangibleAssets	0	0	21,638,164	1,120,994,550	15,945,000,000	0000093205	0001493594	0000050863
6	PropertyPlantAndEquipmentNet	0	3,336	47,282,418	862,718,150	27,983,000,000	0000093205	0000808326	0000050863
7	remainder_Assets	0	0	9,838,858	1,136,900,000	4,424,000,000	0000056978	0001387467	0000050863
8	ResearchAndDevelopmentExpense	0	0	46,057,808	972,993,250	2,318,000,000	0000050863	0001288469	0001054374
9	SellingGeneralAndAdministrativeExpense	0	627,362	50,025,649	434,150,000	1,804,000,000	0000050863	0001227930	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	31,498,350	113,000,000	0000002488	0000771266	0001054374
11	remainder_Expenses	-2,847,000	2,450,492	174,054,624	3,763,099,700	42,571,000,000	0000890394	0001493594	0000050863
12	remainder_Revenues	-541,848	2,408,698	280,054,735	4,923,575,500	53,341,000,000	0001126411	0001081078	0000050863
13	remainder_NetIncome	-563,000,000	-62,361,300	157,043	17,926,650	235,000,000	0001392522	0001337675	0000050863
14	remainder_ComprehensiveNetIncome	-67,000,000	-16,049,900	0	8,216,450	382,000,000	0000006951	0001126411	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	132,408	2,877,258	87,620,955	3,575,838,100	12,898,000,000	0001481028	0001175609	0000050863
1	Assets	2,976	7,206,613	381,235,418	6,145,316,450	84,351,000,000	0001421665	0001039399	0000050863
2	Expenses	734,032	5,638,258	319,967,220	5,521,750,000	42,571,000,000	0000093205	0000711065	0000050863
3	Revenues	-541,848	2,408,698	280,054,735	4,923,575,500	53,341,000,000	0001126411	0001081078	0000050863
4	StockholdersEquity	-4,531,000,000	-492,575	251,351,262	4,877,151,200	71,453,000,000	0001392522	0000945699	0000050863
5	NetIncome	-1,183,000,000	-148,701,950	-938,816	574,758,500	11,005,000,000	0000002488	0000889971	0000050863
6	ComprehensiveNetIncome	-1,181,000,000	-148,701,950	-1,062,973	574,980,800	11,387,000,000	0000002488	0001493594	0000050863
7	BaseVar	1,687,590	25,706,868	1,398,287,656	24,028,761,500	233,477,535,000	0001481028	0001227930	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-37.3	-3.37	2.55	4.74	5.53	0001481028	0000753568	0000724910
9	EconomicCapitalRatio	0.0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000502	0.0273	2.58	4.74	5.53	0001481028	0000753568	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	-1.09	-0.191	0.205	0.750	1.09	0001210618	0001039399	0001227930
1	LiabilitiesNonCurrent	-1.79	-0.896	0.222	0.517	0.653	0001392522	0001058057	0001227930
2	remainder_Liabilities	-2.61	-0.701	0.111	0.334	0.391	0000791907	0000723125	0001227930
3	AssetsCurrent	-1.10	-0.697	-0.0986	0.647	2.44	0001040161	0001094739	0000899297
4	AssetsNonCurrent	-0.0620	-0.0413	-0.00321	0.0554	0.136	0001282631	0000056978	0000867773
5	IntangibleAssets	-0.559	-0.300	-0.0288	0.481	0.936	0001463101	0001394954	0000890394
6	PropertyPlantAndEquipmentNet	-0.359	-0.261	-0.0187	0.493	1.37	0000887969	0001058057	0001350102
7	remainder_Assets	-1.28	-0.236	-0.0393	0.255	0.759	0000724910	0000913885	0000915778
8	ResearchAndDevelopmentExpense	-2.33	-1.03	0.0465	0.611	0.835	0001350102	0001463101	0001106851
9	SellingGeneralAndAdministrativeExpense	-0.974	-0.376	0.130	0.554	0.842	0000882508	0000316793	0000050863
10	AmortizationOfIntangibleAssets	-0.364	-0.0795	0.0152	0.0286	0.0354	0000310568	0001311241	0001040161
11	remainder_Expenses	-1.60	-1.06	-0.0000000000000000000147	0.844	1.23	0000753568	0001481028	0001280263
12	remainder_Revenues	-1.34	-0.627	0.268	1.04	1.32	0000890394	0000006281	0000056978
13	remainder_NetIncome	-1.30	-0.200	0.0455	0.214	0.490	0000850579	0001039065	0000887969
14	remainder_ComprehensiveNetIncome	-0.514	-0.0696	0.00464	0.0349	0.117	0000887969	0001261694	0000771266

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.64	-1.06	0.398	1.29	1.80	0000945436	0000730000	0001227930
1	Assets	-1.67	-1.14	-0.0406	0.758	2.20	0001463101	0001201663	0000899297
2	Expenses	-1.50	-0.883	0.168	0.779	0.988	0000940332	0001337675	0000724910
3	Revenues	-1.34	-0.627	0.268	1.04	1.32	0000890394	0000006281	0000056978
4	StockholdersEquity	-3.60	-1.83	-0.00486	2.07	2.89	0001040161	0001421665	0000724910
5	NetIncome	-2.20	-1.57	0.444	1.44	2.00	0000890394	0000006951	0001294924
6	ComprehensiveNetIncome	-2.19	-1.58	0.425	1.46	2.01	0000890394	0000006951	0001294924
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0000944739	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.70	-1.68	0.879	3.04	3.82	0000093205	0000753568	0000724910
9	EconomicCapitalRatio	-2.49	-2.47	0.0889	2.25	3.03	0000093205	0000753568	0000724910

2013

Logs

error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000065759 0001431959
error	1 × IME and Company effects mismatched for Property, Plant and Equipment. IME Effects: 0.0, Company Effect: 0.00429	subcommand.report	0000093205
error	1 × IME and Company effects mismatched for Comprehensive Net Income. IME Effects: 0.0, Company Effect: 0.00293	subcommand.report	0001481028
warning	77 × The stock price does not exist	industry.us_generic	0000093205 0000310568 0000316793 0000703360 0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000791915 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000911160 0000913885 0000915778 0000932111 0000940332 0000945436 0000945699 0001001426 0001021604 0001036960 0001046995 0001054374 0001081078 0001094739 0001102934 0001106851 0001110647 0001122342 0001130866 0001160958 0001175609 0001201663 0001224370 0001227025 0001227930 0001261694 0001294924 0001311241 0001322705 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0000872448 0001096325 0001585854 0000065759 0001097864 0001579910 0001058057 0000093384 0000907686 0001487990 0000730000 0000802851 0000849502 0000886328 0000889423 0000944739 0001050550 0001059786 0001138830 0001157780 0001262200 0001307873 0000899297
warning	62 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000310568 0000316793 0000703360 0000703361 0000743988 0000767920 0000768251 0000791915 0000880177 0000911160 0000913885 0000940332 0000945436 0001021604 0001036960 0001054374 0001081078 0001102934 0001130866 0001160958 0001175609 0001201663 0001227930 0001261694 0001294924 0001311241 0001337675 0001441634 0001507957 0000002488 0000006951 0000050863 0000088941 0000097476 0000817720 0000833640 0000872448 0000895419 0000917273 0001045810 0001047127 0001096325 0001274494 0001288469 0001325702 0001097864 0001596089 0000827054 0001058057 0000006281 0000070530 0000004127 0000093384 0000743316 0000867773 0001038074 0001140486 0001352341 0001487990 0001494162 0001126411 0001421665
warning	57 × No stock price available	subcommand.plot	0000093205 0000310568 0000316793 0000703360 0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000791915 0000850579 0000854701 0000869986 0000880177 0000880446 0000887969 0000911160 0000913885 0000915778 0000932111 0000940332 0000945436 0000945699 0001001426 0001021604 0001036960 0001046995 0001054374 0001081078 0001094739 0001102934 0001106851 0001110647 0001122342 0001130866 0001160958 0001175609 0001201663 0001210618 0001224370 0001227025 0001227930 0001261694 0001294924 0001311241 0001322705 0001337675 0001350102 0001356104 0001392522 0001394954 0001432150 0001441634 0001507957
warning	46 × Missing logo	subcommand.report	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 0001122342 0001130866 0001201663 0001224370 0001227930 0001261694 0001294924 0001322705 0001337675 0001392522 0001394954 0001432150 0001441634 0000088941 0000724910 0000772406 0001045810 0001280263 0000827054
warning	9 × Similarly named company. Duplicate?	None	0000711065 0000869986 0000911160 0001102934 0001227930 0001350102 0001394954 0001507957 0001463101
warning	6 × Ignoring company because Assets is zero	pre-agg	0001392522 0001097864 0001097864 0001097864 0001097864 0001097864
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001585854 0000065759 0001494162
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000065759 0001431959
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.6599176489338765}
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 × 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	966,172	1,895,710	60,704,189	1,612,012,200	13,568,000,000	0001481028	0001210618	0000050863
1	LiabilitiesNonCurrent	0	0	3,344,558	1,450,599,200	6,779,000,000	0000002488	0001021604	0001392522
2	remainder_Liabilities	0	0	1,559,468	251,079,400	3,322,400,000	0000002488	0001102934	0000945436
3	AssetsCurrent	27,792	10,596,000	244,875,778	4,603,206,400	32,084,000,000	0001481028	0001493594	0000050863
4	AssetsNonCurrent	0	0	4,447,891	255,209,600	6,962,000,000	0000093205	0001110647	0000050863
5	IntangibleAssets	0	0	20,463,434	969,768,400	15,663,000,000	0000091668	0000850579	0000050863
6	PropertyPlantAndEquipmentNet	0	502,458	47,563,911	821,580,000	31,428,000,000	0000790715	0000056978	0000050863
7	remainder_Assets	0	0	10,292,685	1,606,349,600	6,221,000,000	0000056978	0001102934	0000050863
8	ResearchAndDevelopmentExpense	0	0	48,317,205	895,800,000	2,486,000,000	0000050863	0000029002	0001054374
9	SellingGeneralAndAdministrativeExpense	0	1,475,313	50,256,997	457,364,400	1,858,000,000	0000050863	0001493594	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	17,500,000	84,819,000	0000006281	0000808326	0000310568
11	remainder_Expenses	-18,665,548	6,180,600	166,384,062	3,342,192,400	43,408,000,000	0001350102	0001463101	0000050863
12	remainder_Revenues	0	9,095,908	282,415,940	5,095,231,800	52,708,000,000	0001481028	0001227025	0000050863
13	remainder_NetIncome	-699,000,000	-31,927,800	154,302	17,329,573	1,205,000,000	0001392522	0001111928	0000723125
14	remainder_ComprehensiveNetIncome	-47,330,000	-13,691,600	0	20,366,000	1,642,000,000	0000827054	0001398805	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	966,172	2,646,370	87,624,115	4,463,556,000	13,568,000,000	0001481028	0001224370	0000050863
1	Assets	49,199	16,203,229	356,378,699	6,842,901,600	92,358,000,000	0001481028	0001387467	0000050863
2	Expenses	744,233	12,851,795	315,318,918	5,090,943,400	43,408,000,000	0000093205	0001175609	0000050863
3	Revenues	0	9,095,908	282,415,940	5,095,231,800	52,708,000,000	0001481028	0001227025	0000050863
4	StockholdersEquity	-4,594,000,000	4,092,327	253,812,422	5,296,732,800	78,790,000,000	0001392522	0000945699	0000050863
5	NetIncome	-613,900,000	-99,244,000	-1,123,746	539,107,200	9,620,000,000	0000945436	0001481028	0000050863
6	ComprehensiveNetIncome	-613,900,000	-99,298,600	-1,053,692	543,386,400	11,262,000,000	0000945436	0001158114	0000050863
7	BaseVar	2,667,273	60,693,070	1,363,505,037	23,262,241,000	240,782,370,000	0001481028	0001227025	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-12.7	-1.79	2.54	4.66	5.47	0001481028	0001274494	0000724910
9	EconomicCapitalRatio	0.00000000000000000000000000000000683	0.140	2.57	4.66	5.47	0001481028	0001274494	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	-1.82	-0.430	0.228	0.864	1.16	0000791907	0001337675	0000772406
1	LiabilitiesNonCurrent	-1.68	-0.988	0.227	0.524	0.762	0001392522	0001158114	0000772406
2	remainder_Liabilities	-1.40	-0.607	0.142	0.380	0.454	0001337675	0001094739	0000772406
3	AssetsCurrent	-1.19	-0.657	-0.0429	0.592	0.975	0001463101	0000880446	0001261694
4	AssetsNonCurrent	-0.108	-0.0460	-0.00493	0.0341	0.256	0001046995	0001122342	0001394954
5	IntangibleAssets	-0.603	-0.292	-0.0431	0.400	0.800	0001463101	0001126741	0000767920
6	PropertyPlantAndEquipmentNet	-0.626	-0.298	-0.0271	0.347	1.19	0000790715	0001224370	0001410172
7	remainder_Assets	-1.95	-0.226	-0.0462	0.219	0.880	0000724910	0001280263	0000915778
8	ResearchAndDevelopmentExpense	-1.71	-1.15	0.0408	0.611	1.01	0000890394	0001394954	0001106851
9	SellingGeneralAndAdministrativeExpense	-8.51	-0.386	0.118	0.621	0.877	0001350102	0001158114	0001106851
10	AmortizationOfIntangibleAssets	-0.332	-0.0332	0.0121	0.0243	0.0296	0000767920	0001130866	0000850579
11	remainder_Expenses	-2.49	-1.01	-0.00912	0.910	1.39	0001275014	0001227930	0001432150
12	remainder_Revenues	-1.45	-0.760	0.225	1.04	1.86	0001507957	0000316793	0000772406
13	remainder_NetIncome	-0.270	-0.101	0.00204	0.151	0.833	0001261694	0001054374	0000771266
14	remainder_ComprehensiveNetIncome	-0.124	-0.0580	-0.00922	0.0362	0.393	0001102934	0000912093	0000703360

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.86	-1.05	0.516	1.32	2.04	0000945436	0000002488	0000772406
1	Assets	-1.82	-1.10	-0.0507	0.557	1.89	0001463101	0000029002	0000890394
2	Expenses	-1.82	-0.906	0.0770	0.715	0.999	0000940332	0001311241	0000724910
3	Revenues	-1.45	-0.760	0.225	1.04	1.86	0001507957	0000316793	0000772406
4	StockholdersEquity	-3.64	-1.87	-0.00384	1.97	3.06	0001463101	0001398805	0000724910
5	NetIncome	-3.19	-1.83	0.399	1.39	2.11	0001507957	0000810136	0000772406
6	ComprehensiveNetIncome	-3.20	-1.85	0.390	1.39	2.09	0001507957	0000006951	0000772406
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001001426	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.12	-1.98	0.451	2.54	3.36	0001398805	0001274494	0000724910
9	EconomicCapitalRatio	-2.53	-2.39	0.0430	2.13	2.95	0001398805	0001274494	0000724910

2014

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001494162
warning	78 × The stock price does not exist	industry.us_generic	0000093205 0000310568 0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000791915 0000854701 0000872448 0000880446 0000887969 0000915778 0000932111 0000945436 0000945699 0001001426 0001021604 0001036960 0001046995 0001054374 0001081078 0001094739 0001096325 0001102934 0001106851 0001110647 0001160958 0001175609 0001201663 0001227025 0001227930 0001261694 0001294924 0001311241 0001322705 0001337675 0001356104 0001432150 0001441634 0001579910 0000940332 0001585854 0000886328 0001571636 0001058057 0000316793 0000093384 0000703360 0000911160 0000913885 0001097864 0001130866 0000907686 0001487990 0000730000 0000802851 0000849502 0000850579 0000869986 0000889423 0000944739 0001050550 0001059786 0001138830 0001157780 0001224370 0001262200 0001307873 0001392522 0001394954 0000880177 0000899297 0001122342 0000065759
warning	74 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000310568 0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791915 0000872448 0000887969 0000945436 0000945699 0001021604 0001036960 0001054374 0001081078 0001094739 0001096325 0001102934 0001160958 0001175609 0001201663 0001227930 0001261694 0001294924 0001311241 0001325702 0001337675 0001356104 0001432150 0001441634 0001579910 0001596089 0000002488 0000006951 0000050863 0000088941 0000097476 0000817720 0000833640 0000895419 0000917273 0000940332 0001038074 0001045810 0001047127 0001288469 0001395848 0001585854 0000743316 0000886328 0000827054 0001058057 0001274494 0000006281 0000070530 0000316793 0000004127 0000093384 0000703360 0000867773 0000911160 0000913885 0001097864 0001130866 0001140486 0001352341 0001487990 0001494162 0000880177 0001126411 0001421665 0001507957
warning	49 × No stock price available	subcommand.plot	0000093205 0000310568 0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000791915 0000854701 0000872448 0000880446 0000887969 0000915778 0000932111 0000945436 0000945699 0001001426 0001021604 0001036960 0001046995 0001054374 0001081078 0001094739 0001096325 0001102934 0001106851 0001110647 0001160958 0001175609 0001201663 0001210618 0001227025 0001227930 0001261694 0001294924 0001311241 0001322705 0001325702 0001337675 0001350102 0001356104 0001432150 0001441634 0001579910 0001596089 0001604778
warning	36 × Missing logo	subcommand.report	0000703361 0000711065 0000743988 0000753568 0000767920 0000768251 0000790715 0000791907 0000854701 0000872448 0000880446 0000887969 0000915778 0000932111 0000945436 0001001426 0001036960 0001054374 0001081078 0001096325 0001106851 0001201663 0001227930 0001261694 0001294924 0001322705 0001337675 0001432150 0001441634 0001596089 0001604778 0000088941 0000724910 0000772406 0001045810 0001280263
warning	7 × Similarly named company. Duplicate?	None	0000711065 0001102934 0001227930 0001350102 0001463101 0001507957 0001431959
warning	4 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001585854 0001494162 0000065759
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.490671862448273}
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 "Revenues" added to remainder.	industry.us_generic	0001350102
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001350102
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	0	1,208,364	66,198,509	1,462,000,000	16,019,000,000	0000945436	0001275014	0000050863
1	LiabilitiesNonCurrent	0	0	3,673,557	1,623,583,200	6,057,000,000	0000002488	0000932111	0000723125
2	remainder_Liabilities	0	0	1,725,317	312,720,800	10,015,200,000	0000002488	0001051627	0000945436
3	AssetsCurrent	10,524	7,221,600	255,109,707	5,182,542,200	27,730,000,000	0000093205	0000945699	0000050863
4	AssetsNonCurrent	0	0	3,947,861	290,365,800	8,584,000,000	0000093205	0001337675	0000050863
5	IntangibleAssets	0	0	29,784,934	2,702,072,000	15,307,000,000	0000091668	0000790715	0000050863
6	PropertyPlantAndEquipmentNet	0	44,468	57,665,448	1,206,860,800	33,238,000,000	0000093205	0001227025	0000050863
7	remainder_Assets	0	0	10,186,470	1,885,198,400	7,998,100,000	0000002488	0001227930	0000945436
8	ResearchAndDevelopmentExpense	0	0	50,627,621	1,124,766,800	2,373,000,000	0000050863	0001201663	0001054374
9	SellingGeneralAndAdministrativeExpense	0	582,212	51,344,394	573,600,000	1,843,000,000	0000050863	0001294924	0000097476
10	AmortizationOfIntangibleAssets	0	0	0	25,924,000	197,000,000	0000006951	0000810136	0001441634
11	remainder_Expenses	-118,950	2,394,170	194,248,384	4,257,600,000	44,620,000,000	0000093205	0001039399	0000050863
12	remainder_Revenues	0	828,453	329,047,589	6,090,400,000	55,870,000,000	0001431959	0000854701	0000050863
13	remainder_NetIncome	-776,300,000	-38,746,600	0	26,188,400	454,000,000	0000945436	0000817720	0000050863
14	remainder_ComprehensiveNetIncome	-577,000,000	-38,600,000	-82,424	4,047,200	75,916,000	0000050863	0001288469	0001274494

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	773,436	2,734,698	107,621,680	5,694,400,000	16,019,000,000	0001579910	0001275014	0000050863
1	Assets	10,524	10,609,955	400,423,773	11,694,040,000	91,956,000,000	0000093205	0000854701	0000050863
2	Expenses	107,332	7,576,067	321,613,240	6,227,400,000	44,620,000,000	0001596089	0001387467	0000050863
3	Revenues	0	828,453	329,047,589	6,090,400,000	55,870,000,000	0001431959	0000854701	0000050863
4	StockholdersEquity	-18,502,000	3,754,167	262,189,830	6,617,918,400	75,937,000,000	0001325702	0001210618	0000050863
5	NetIncome	-1,272,400,000	-101,945,600	914,806	634,710,400	11,704,000,000	0000945436	0000091668	0000050863
6	ComprehensiveNetIncome	-1,272,400,000	-99,170,400	910,882	622,808,000	11,127,000,000	0000945436	0000091668	0000050863
7	BaseVar	1,939,996	26,804,527	1,478,555,843	27,490,670,000	248,400,215,000	0000093205	0000917273	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-29.4	-1.42	2.42	4.49	6.29	0001350102	0000006951	0001261694
9	EconomicCapitalRatio	0.000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000902	0.327	2.46	4.49	6.29	0001350102	0000006951	0001261694

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	-0.387	0.264	0.698	1.06	0001210618	0000097476	0000772406
1	LiabilitiesNonCurrent	-1.69	-1.15	0.191	0.458	0.625	0000768251	0001356104	0000772406
2	remainder_Liabilities	-3.71	-0.301	0.292	0.612	0.807	0001596089	0001410172	0000772406
3	AssetsCurrent	-1.33	-0.684	-0.0910	0.441	1.18	0001261694	0000050863	0000771266
4	AssetsNonCurrent	-0.0876	-0.0454	-0.00529	0.0641	0.160	0001463101	0000880446	0000791915
5	IntangibleAssets	-0.632	-0.304	-0.0535	0.557	0.792	0001040161	0001282631	0001096325
6	PropertyPlantAndEquipmentNet	-0.426	-0.333	-0.0182	0.353	1.30	0000880446	0001431959	0001410172
7	remainder_Assets	-1.70	-0.333	-0.0610	0.260	0.838	0000724910	0000854701	0000915778
8	ResearchAndDevelopmentExpense	-3.04	-1.42	0.0750	0.560	1.15	0000711065	0001493594	0001275014
9	SellingGeneralAndAdministrativeExpense	-1.11	-0.614	0.0838	0.538	0.908	0000889971	0001096325	0001106851
10	AmortizationOfIntangibleAssets	-0.314	-0.0632	0.0122	0.0234	0.0322	0000767920	0001322705	0001275014
11	remainder_Expenses	-3.37	-1.13	0.00000660	0.932	1.84	0001275014	0000093205	0000711065
12	remainder_Revenues	-1.55	-0.839	0.333	1.12	1.56	0001579910	0001001426	0001275014
13	remainder_NetIncome	-0.991	-0.133	0.130	0.278	1.36	0001579910	0001126741	0001110647
14	remainder_ComprehensiveNetIncome	-0.595	-0.0667	0.0127	0.0423	0.143	0001111928	0001294924	0000945699

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-3.00	-0.954	0.561	1.42	2.10	0001596089	0000872448	0000772406
1	Assets	-1.80	-1.10	-0.0468	0.561	1.09	0001040161	0001102934	0001410172
2	Expenses	-1.82	-1.17	0.0125	0.650	1.44	0001201663	0000767920	0001261694
3	Revenues	-1.55	-0.839	0.333	1.12	1.56	0001579910	0001001426	0001275014
4	StockholdersEquity	-4.11	-2.08	-0.00000000119	1.62	3.21	0001463101	0001481028	0000724910
5	NetIncome	-3.31	-1.67	0.530	1.62	2.52	0001579910	0000791915	0001261694
6	ComprehensiveNetIncome	-3.30	-1.64	0.502	1.47	2.53	0001579910	0000810136	0001261694
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001039399	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.81	-1.48	0.656	2.68	4.48	0000093205	0000006951	0001261694
9	EconomicCapitalRatio	-2.42	-2.09	0.0458	2.07	3.87	0000093205	0000006951	0001261694

2015

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001494162 0001631547 0001631547
warning	78 × The stock price does not exist	industry.us_generic	0000093205 0000310568 0000703361 0000711065 0000743988 0000753568 0000790715 0000872448 0000886328 0000887969 0000940332 0000945699 0001021604 0001036960 0001046995 0001081078 0001094739 0001096325 0001102934 0001160958 0001175609 0001227025 0001261694 0001294924 0001311241 0001356104 0001432150 0001441634 0001571636 0001579910 0001585854 0000791907 0000791915 0001058057 0001110647 0000945436 0000768251 0001054374 0000316793 0000093384 0000703360 0000767920 0000911160 0000913885 0001097864 0001130866 0000907686 0001487990 0000730000 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000889423 0000915778 0000932111 0000944739 0001001426 0001050550 0001059786 0001106851 0001138830 0001157780 0001224370 0001227930 0001262200 0001307873 0001337675 0001392522 0001394954 0000880177 0001201663 0000899297 0001322705 0001122342 0000065759
warning	78 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000310568 0000703361 0000711065 0000743316 0000743988 0000753568 0000790715 0000872448 0000886328 0000887969 0000940332 0000945699 0001021604 0001036960 0001081078 0001094739 0001096325 0001102934 0001160958 0001175609 0001261694 0001294924 0001311241 0001356104 0001395848 0001432150 0001441634 0001579910 0001585854 0000002488 0000006951 0000050863 0000088941 0000097476 0000791907 0000791915 0000817720 0000833640 0000895419 0000917273 0001038074 0001045810 0001047127 0001058057 0001110647 0001288469 0001325702 0001651235 0001690666 0000945436 0000768251 0000827054 0001054374 0001274494 0000006281 0000070530 0000316793 0000004127 0000093384 0000703360 0000767920 0000867773 0000911160 0000913885 0001097864 0001130866 0001140486 0001352341 0001487990 0001227930 0001337675 0001494162 0000880177 0001201663 0001126411 0001421665 0001507957 0001596089
warning	34 × No stock price available	subcommand.plot	0000093205 0000310568 0000703361 0000711065 0000743316 0000743988 0000753568 0000790715 0000872448 0000886328 0000887969 0000940332 0000945699 0001021604 0001036960 0001046995 0001081078 0001094739 0001096325 0001102934 0001160958 0001175609 0001227025 0001261694 0001294924 0001311241 0001350102 0001356104 0001395848 0001432150 0001441634 0001571636 0001579910 0001585854
warning	23 × Missing logo	subcommand.report	0000703361 0000711065 0000743988 0000753568 0000790715 0000872448 0000886328 0000887969 0000940332 0001036960 0001081078 0001096325 0001261694 0001294924 0001432150 0001441634 0001585854 0000088941 0000724910 0000772406 0001045810 0001280263 0001604778
warning	5 × Similarly named company. Duplicate?	None	0000711065 0001102934 0001350102 0001571636 0001507957
warning	4 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522
warning	3 × Ignoring company because Expenses is zero	pre-agg	0001585854 0001494162 0000065759
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001494162 0001631547
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.9161089922913765}
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001350102
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	72,204	1,465,606	66,028,493	1,460,600,000	15,667,000,000	0000093205	0001081078	0000050863
1	LiabilitiesNonCurrent	0	0	8,742,203	1,624,496,700	6,950,000,000	0000002488	0000772406	0000723125
2	remainder_Liabilities	0	0	1,639,165	475,660,850	1,398,000,000	0000002488	0000808326	0001045810
3	AssetsCurrent	100	1,974,405	292,857,489	5,781,050,000	40,356,000,000	0000093205	0001585854	0000050863
4	AssetsNonCurrent	0	0	8,437,830	228,024,700	9,626,000,000	0000093205	0001294924	0000050863
5	IntangibleAssets	0	0	55,313,565	2,312,240,850	15,265,000,000	0000091668	0001039399	0000050863
6	PropertyPlantAndEquipmentNet	0	13,090	57,100,029	1,515,950,850	31,858,000,000	0000093205	0001410172	0000050863
7	remainder_Assets	0	0	8,806,306	2,144,765,600	5,960,000,000	0000002488	0001111928	0000050863
8	ResearchAndDevelopmentExpense	0	77,237	58,892,220	1,284,000,000	12,128,000,000	0000091668	0001102934	0000050863
9	SellingGeneralAndAdministrativeExpense	0	1,575,956	72,063,987	497,650,000	7,930,000,000	0001398805	0000855658	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	36,240,900	249,000,000	0000006951	0000029002	0001441634
11	remainder_Expenses	-107,963,000	1,809,326	203,136,654	3,789,050,000	24,087,000,000	0000917273	0001493594	0000050863
12	remainder_Revenues	0	2,179,958	361,758,136	6,966,150,000	55,355,000,000	0001481028	0000855658	0000050863
13	remainder_NetIncome	-77,197,000	-20,975,650	0	32,500,000	474,000,000	0001047127	0001158114	0000723125
14	remainder_ComprehensiveNetIncome	-606,000,000	-31,410,000	-131,202	1,346,850	34,835,000	0000050863	0001463101	0001325702

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	72,204	1,466,606	127,851,554	5,898,300,000	15,667,000,000	0000093205	0001227025	0000050863
1	Assets	100	2,008,562	496,429,821	10,827,800,000	103,065,000,000	0000093205	0001160958	0000050863
2	Expenses	350,220	8,629,791	351,153,064	5,600,550,000	44,145,000,000	0000093205	0001102934	0000050863
3	Revenues	0	2,179,958	361,758,136	6,966,150,000	55,355,000,000	0001481028	0000855658	0000050863
4	StockholdersEquity	-62,330,000	-138,929	356,744,748	6,245,152,000	87,398,000,000	0001325702	0001294924	0000050863
5	NetIncome	-660,000,000	-65,348,900	7,286,787	1,364,650,000	11,420,000,000	0000002488	0001158114	0000050863
6	ComprehensiveNetIncome	-663,000,000	-54,245,900	1,114,907	1,342,000,000	10,814,000,000	0000002488	0001432150	0000050863
7	BaseVar	4,751,334	22,711,898	1,585,831,415	32,508,749,500	251,471,140,000	0000093205	0000855658	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-11.9	-4.02	2.43	4.92	182	0001571636	0001039065	0000093205
9	EconomicCapitalRatio	0.0000000000000000000000000000764	0.000456	2.47	4.92	182	0001571636	0001039065	0000093205

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	-0.474	-0.193	0.272	0.753	142	0001021604	0000743316	0000093205
1	LiabilitiesNonCurrent	-1.75	-1.19	0.169	0.586	113	0001493594	0000753568	0000093205
2	remainder_Liabilities	-1.63	-0.616	0.0827	0.282	81.8	0001160958	0001039065	0000093205
3	AssetsCurrent	-1.15	-0.584	-0.0246	0.413	163	0000940332	0001493594	0000093205
4	AssetsNonCurrent	-0.0695	-0.0543	-0.00347	0.0813	53.5	0001021604	0001493594	0000093205
5	IntangibleAssets	-0.682	-0.392	-0.0221	0.495	135	0001463101	0000855658	0000093205
6	PropertyPlantAndEquipmentNet	-0.492	-0.340	-0.0140	0.668	135	0001463101	0001441634	0000093205
7	remainder_Assets	-1.29	-0.249	-0.0340	0.180	108	0000724910	0001175609	0000093205
8	ResearchAndDevelopmentExpense	-2.39	-1.17	0.105	0.578	21.6	0000711065	0000833640	0000093205
9	SellingGeneralAndAdministrativeExpense	-14.5	-0.833	0.0654	0.460	0.680	0000093205	0001051627	0000004127
10	AmortizationOfIntangibleAssets	-0.263	-0.111	0.0193	0.0328	0.635	0001261694	0001045810	0000093205
11	remainder_Expenses	-2.59	-1.12	0.0000000000116	0.963	59.4	0001275014	0001481028	0000093205
12	remainder_Revenues	-95.6	-0.888	0.313	0.815	1.35	0000093205	0000310568	0000004127
13	remainder_NetIncome	-0.157	-0.0879	0.0241	0.143	182	0001081078	0001356104	0000093205
14	remainder_ComprehensiveNetIncome	-0.391	-0.116	0.0152	0.0478	0.736	0000945699	0001604778	0000093205

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.23	-0.986	0.281	1.38	158	0001441634	0001604778	0000093205
1	Assets	-1.89	-1.05	0.00783	0.425	169	0000940332	0000091668	0000093205
2	Expenses	-2.13	-1.22	0.0548	0.931	67.2	0000940332	0001432150	0000093205
3	Revenues	-95.6	-0.888	0.313	0.815	1.35	0000093205	0000310568	0000004127
4	StockholdersEquity	-67.0	-2.01	-0.0187	1.51	3.19	0000093205	0001045810	0000724910
5	NetIncome	-3.31	-1.71	0.387	1.83	182	0001410172	0001094739	0000093205
6	ComprehensiveNetIncome	-3.29	-1.73	0.354	1.86	182	0001410172	0000945699	0000093205
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001039065	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-4.09	-4.08	-1.61	0.831	178	0001350102	0001039065	0000093205
9	EconomicCapitalRatio	-4.74	-4.74	-2.27	0.173	177	0001350102	0001039065	0000093205

2016

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001631547
error	1 × IME and Company effects mismatched for Other Expenses. IME Effects: 0.0, Company Effect: 0.00303	subcommand.report	0001507957
error	1 × IME and Company effects mismatched for Intangible Assets. IME Effects: 0.0, Company Effect: 0.00726	subcommand.report	0000890394
error	1 × IME and Company effects mismatched for Assets, Current. IME Effects: 0.0, Company Effect: 0.00846	subcommand.report	0001410172
warning	80 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000310568 0000703361 0000743316 0000743988 0000790715 0000791907 0000791915 0000887969 0000945699 0001058057 0001094739 0001096325 0001102934 0001110647 0001175609 0001311241 0001356104 0001395848 0001432150 0001579910 0001651235 0001690666 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000833640 0000895419 0000917273 0001038074 0001045810 0001047127 0001160958 0001288469 0001325702 0001370702 0001494162 0001316016 0000945436 0000768251 0000827054 0001054374 0001274494 0000070530 0000316793 0001036960 0000004127 0000093384 0000703360 0000767920 0000867773 0000872448 0000911160 0000913885 0001097864 0001130866 0001140486 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000886328 0001227930 0001294924 0001337675 0001441634 0000880177 0001201663 0001081078 0001126411 0001421665 0001021604 0001507957 0001585854 0001596089
warning	79 × The stock price does not exist	industry.us_generic	0000093205 0000310568 0000703361 0000743988 0000790715 0000791907 0000791915 0000887969 0000945699 0001046995 0001058057 0001094739 0001096325 0001102934 0001110647 0001175609 0001227025 0001311241 0001356104 0001432150 0001571636 0001579910 0001160958 0001419612 0000945436 0000768251 0001054374 0000316793 0001036960 0000093384 0000703360 0000767920 0000872448 0000911160 0000913885 0001097864 0001130866 0001261694 0000753568 0000907686 0000940332 0001487990 0000711065 0000730000 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000889423 0000915778 0000932111 0000944739 0001001426 0001050550 0001059786 0001106851 0001138830 0001157780 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001392522 0001394954 0001441634 0000880177 0001201663 0000899297 0001081078 0001021604 0001322705 0001122342 0001585854 0000065759
warning	27 × No stock price available	subcommand.plot	0000093205 0000310568 0000703361 0000743316 0000743988 0000790715 0000791907 0000791915 0000887969 0000945699 0001046995 0001058057 0001094739 0001096325 0001102934 0001110647 0001175609 0001227025 0001311241 0001350102 0001356104 0001395848 0001432150 0001571636 0001579910 0001651235 0001690666
warning	14 × Missing logo	subcommand.report	0000703361 0000743988 0000790715 0000791907 0000887969 0001058057 0001096325 0001432150 0000088941 0001045810 0001280263 0001604778 0000724910 0000772406
warning	6 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001494162 0001494162 0001494162 0001585854 0000065759
warning	5 × Similarly named company. Duplicate?	None	0001102934 0001350102 0001571636 0001651235 0001507957
warning	4 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001350102 0000912093
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.745767074053468}
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000065759
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810
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	0	1,580,112	92,219,506	2,272,700,000	20,302,000,000	0001634447	0001493594	0000050863
1	LiabilitiesNonCurrent	0	0	10,218,939	1,994,878,700	9,777,000,000	0000002488	0001227025	0000723125
2	remainder_Liabilities	0	0	2,215,340	456,805,100	1,237,143,000	0000002488	0000882508	0000867773
3	AssetsCurrent	100	1,394,030	318,679,208	6,193,400,000	35,508,000,000	0000093205	0000833640	0000050863
4	AssetsNonCurrent	0	0	6,636,493	280,897,500	11,875,000,000	0000093205	0001325702	0000050863
5	IntangibleAssets	0	0	69,949,356	2,616,669,300	23,593,000,000	0000093205	0001432150	0000050863
6	PropertyPlantAndEquipmentNet	0	6,264	65,113,890	2,194,390,000	36,171,000,000	0000093205	0001110647	0000050863
7	remainder_Assets	0	0	11,149,154	1,856,808,500	6,180,000,000	0000056978	0001126741	0000050863
8	ResearchAndDevelopmentExpense	0	603,169	69,954,495	1,334,900,000	12,740,000,000	0000093205	0000029002	0000050863
9	SellingGeneralAndAdministrativeExpense	0	1,624,481	77,191,991	607,700,000	8,397,000,000	0001398805	0001102934	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	37,072,300	161,200,000	0000002488	0001039399	0000310568
11	remainder_Expenses	0	604,903	257,274,239	3,789,200,000	27,996,000,000	0000093205	0001039399	0000050863
12	remainder_Revenues	0	103,860	430,823,111	5,591,500,000	59,387,000,000	0000093205	0001102934	0000050863
13	remainder_NetIncome	-79,100,000	-35,300,400	0	62,800,000	223,383,000	0000310568	0000791907	0001274494
14	remainder_ComprehensiveNetIncome	-49,000,000	-14,792,900	0	11,611,700	65,800,000	0000723125	0000006281	0000912093

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	230,328	1,809,538	175,971,833	5,137,650,000	20,302,000,000	0000093205	0000056978	0000050863
1	Assets	100	8,306,907	728,229,865	8,632,050,200	113,327,000,000	0000093205	0001102934	0000050863
2	Expenses	848	6,495,288	412,212,715	5,346,300,000	49,133,000,000	0001634447	0001227025	0000050863
3	Revenues	0	103,860	430,823,111	5,591,500,000	59,387,000,000	0000093205	0001102934	0000050863
4	StockholdersEquity	-72,114,000	-1,894,878	462,981,504	5,413,118,300	93,025,000,000	0001325702	0001493594	0000050863
5	NetIncome	-811,400,000	-305,288,800	2,254,317	875,017,600	10,316,000,000	0001058057	0001432150	0000050863
6	ComprehensiveNetIncome	-812,503,000	-327,396,400	1,490,175	875,017,600	10,362,000,000	0001058057	0000889971	0000050863
7	BaseVar	418,021	23,457,827	2,048,058,905	25,887,830,000	274,837,120,000	0000093205	0001102934	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-11.0	-4.69	2.17	4.75	5.80	0001350102	0001039399	0000004127
9	EconomicCapitalRatio	0.000000000000000000000000603	0.0000287	2.24	4.75	5.80	0001350102	0001039399	0000004127

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	-27.4	-0.133	0.248	0.830	1.57	0001481028	0001274494	0000004127
1	LiabilitiesNonCurrent	-1.76	-1.17	0.133	0.626	0.780	0001493594	0001040161	0001288469
2	remainder_Liabilities	-1.41	-0.662	0.0910	0.398	0.533	0000703361	0001038074	0001288469
3	AssetsCurrent	-0.909	-0.582	-0.0388	0.377	1.29	0001040161	0001634447	0001420520
4	AssetsNonCurrent	-0.0692	-0.0356	-0.000292	0.0491	0.0884	0001040161	0001111928	0000867773
5	IntangibleAssets	-0.940	-0.477	-0.0180	0.590	1.13	0001040161	0000004127	0000791915
6	PropertyPlantAndEquipmentNet	-0.498	-0.306	-0.00883	0.361	0.940	0001040161	0001288469	0000723125
7	remainder_Assets	-1.04	-0.383	-0.101	0.200	4.17	0000724910	0000006281	0001634447
8	ResearchAndDevelopmentExpense	-1.94	-0.593	0.0460	0.537	0.981	0001311241	0000817720	0001275014
9	SellingGeneralAndAdministrativeExpense	-1.08	-0.449	0.169	0.655	0.850	0000889971	0001039399	0001651235
10	AmortizationOfIntangibleAssets	-0.244	-0.0561	0.0135	0.0289	0.0476	0000310568	0000029002	0001040161
11	remainder_Expenses	-2.75	-1.01	-0.000293	0.733	1.06	0001275014	0000890394	0001311241
12	remainder_Revenues	-2.66	-0.329	0.294	1.32	1.78	0001481028	0001311241	0001651235
13	remainder_NetIncome	-0.497	-0.101	-0.0220	0.130	1.51	0001420520	0001038074	0001481028
14	remainder_ComprehensiveNetIncome	-0.155	-0.0711	0.000489	0.0308	0.263	0001051627	0001058057	0000912093

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-15.4	-0.906	0.253	1.53	2.38	0001481028	0001432150	0000004127
1	Assets	-1.92	-1.17	-0.00372	0.498	1.73	0001040161	0001507957	0001634447
2	Expenses	-1.53	-0.920	0.151	0.774	1.38	0001040161	0000808326	0001481028
3	Revenues	-2.66	-0.329	0.294	1.32	1.78	0001481028	0001311241	0001651235
4	StockholdersEquity	-6.31	-2.44	-0.00257	1.60	3.22	0001481028	0000093205	0001634447
5	NetIncome	-3.26	-1.66	0.500	1.79	2.58	0001410172	0001356104	0000004127
6	ComprehensiveNetIncome	-3.26	-1.66	0.504	1.79	2.59	0001410172	0001356104	0000004127
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001046995	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.69	-1.69	0.550	3.06	4.11	0000093205	0001039399	0000004127
9	EconomicCapitalRatio	-2.34	-2.34	-0.103	2.40	3.46	0000093205	0001039399	0000004127

2017

Logs

warning	80 × The stock price does not exist	industry.us_generic	0000093205 0000310568 0000703361 0000743988 0000790715 0000791915 0001046995 0001058057 0001094739 0001102934 0001110647 0001160958 0001175609 0001227025 0001311241 0001356104 0001579910 0001021604 0001730168 0000945436 0000768251 0001054374 0000316793 0001036960 0001096325 0000093384 0000703360 0000767920 0000872448 0000911160 0000913885 0001097864 0001130866 0001261694 0000753568 0000907686 0000940332 0001487990 0000711065 0000730000 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000887969 0000889423 0000915778 0000932111 0000944739 0000945699 0001001426 0001050550 0001059786 0001106851 0001138830 0001157780 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001392522 0001394954 0001432150 0001441634 0000880177 0001201663 0000899297 0001081078 0001322705 0001122342 0001585854 0000065759 0001571636 0001419612
warning	80 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000310568 0000703361 0000743316 0000743988 0000790715 0000791915 0001058057 0001094739 0001102934 0001110647 0001160958 0001175609 0001311241 0001316016 0001356104 0001370702 0001395848 0001579910 0001651235 0001690666 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000827054 0000833640 0000867773 0000895419 0001021604 0001038074 0001045810 0001047127 0001288469 0001325702 0001494162 0000945436 0000768251 0001054374 0001274494 0000070530 0000316793 0001036960 0001096325 0000004127 0000093384 0000703360 0000767920 0000872448 0000911160 0000913885 0000917273 0001097864 0001130866 0001140486 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000791907 0000886328 0000887969 0000945699 0001227930 0001294924 0001337675 0001432150 0001441634 0000880177 0001201663 0001081078 0001126411 0001421665 0001507957 0001585854 0001596089
warning	25 × No stock price available	subcommand.plot	0000093205 0000310568 0000703361 0000743316 0000743988 0000790715 0000791915 0001046995 0001058057 0001094739 0001102934 0001110647 0001160958 0001175609 0001227025 0001311241 0001316016 0001350102 0001356104 0001370702 0001395848 0001556898 0001579910 0001651235 0001690666
warning	8 × Missing logo	subcommand.report	0000703361 0000743988 0000790715 0001058057 0000088941 0001045810 0001280263 0001604778
warning	7 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001046995 0001350102 0000855658 0000912093 0000912093 0000912093 0000912093
warning	6 × Ignoring company because Expenses is zero	pre-agg	0001730168 0001494162 0001494162 0001585854 0000065759 0001419612
warning	4 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522
warning	3 × Similarly named company. Duplicate?	None	0001102934 0001350102 0001507957
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.512281725874495}
warning	1 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810
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	630,394	1,678,126	96,976,257	1,882,000,000	17,421,000,000	0000093205	0001690666	0000050863
1	LiabilitiesNonCurrent	0	0	17,599,054	3,320,080,000	10,511,000,000	0000002488	0001094739	0000723125
2	remainder_Liabilities	0	0	1,962,661	662,356,400	1,707,255,000	0000002488	0000790715	0000006281
3	AssetsCurrent	39,889	2,553,387	407,683,448	8,575,600,000	29,500,000,000	0001634447	0001275014	0000050863
4	AssetsNonCurrent	0	0	7,547,414	282,352,000	11,314,000,000	0000093205	0001690666	0000050863
5	IntangibleAssets	0	0	106,738,417	3,615,581,600	37,134,000,000	0000093205	0001094739	0000050863
6	PropertyPlantAndEquipmentNet	0	54,019	67,862,312	2,356,080,000	41,109,000,000	0000790715	0000056978	0000050863
7	remainder_Assets	0	0	7,476,381	1,194,200,000	4,192,000,000	0000743316	0001395848	0000050863
8	ResearchAndDevelopmentExpense	0	708,857	73,837,932	1,472,000,000	13,098,000,000	0000093205	0001039399	0000050863
9	SellingGeneralAndAdministrativeExpense	0	3,058,677	86,490,927	701,436,800	7,474,000,000	0001398805	0001102934	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	114,280,000	297,351,000	0000002488	0000006951	0000006281
11	remainder_Expenses	-14,000	51,297	280,226,939	4,551,200,000	35,004,000,000	0001579910	0001102934	0000050863
12	remainder_Revenues	0	535,743	507,460,907	8,435,400,000	62,761,000,000	0001481028	0001102934	0000050863
13	remainder_NetIncome	-226,649,000	-82,195,800	-333,427	55,636,000	2,416,000,000	0000006281	0001652535	0000050863
14	remainder_ComprehensiveNetIncome	-102,400,000	-13,210,000	0	53,400,000	756,000,000	0000912093	0001040161	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	630,394	1,932,491	239,208,221	7,858,000,000	17,421,000,000	0000093205	0001102934	0000050863
1	Assets	165,833	12,409,858	666,362,819	17,997,400,000	123,249,000,000	0001481028	0001110647	0000050863
2	Expenses	54,371	10,154,612	453,265,249	6,490,400,000	55,576,000,000	0001634447	0000855658	0000050863
3	Revenues	0	535,743	507,460,907	8,435,400,000	62,761,000,000	0001481028	0001102934	0000050863
4	StockholdersEquity	-39,637,000	-4,465,118	458,966,939	9,511,508,000	105,828,000,000	0001325702	0001039399	0000050863
5	NetIncome	-1,092,910,000	-84,250,000	3,786,990	2,019,600,000	9,601,000,000	0000867773	0001556898	0000050863
6	ComprehensiveNetIncome	-1,092,910,000	-80,118,600	7,874,712	2,020,200,000	10,357,000,000	0000867773	0000889971	0000050863
7	BaseVar	794,811	30,598,728	2,331,565,052	40,059,184,664	303,024,735,000	0000093205	0001102934	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-7.82	-2.65	2.13	4.51	5.27	0001350102	0000817720	0000004127
9	EconomicCapitalRatio	0.000000000000541	0.0262	2.21	4.51	5.27	0001350102	0000817720	0000004127

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	-4.32	-0.171	0.276	0.770	2.00	0001481028	0001175609	0001556898
1	LiabilitiesNonCurrent	-2.10	-1.18	0.134	0.800	1.33	0000743316	0001463101	0001556898
2	remainder_Liabilities	-1.67	-0.986	0.138	0.407	0.756	0001160958	0001604778	0001556898
3	AssetsCurrent	-0.669	-0.538	-0.0580	0.384	1.05	0001481028	0000889971	0001410172
4	AssetsNonCurrent	-0.0507	-0.0317	-0.00433	0.0434	0.0785	0001325702	0001102934	0000002488
5	IntangibleAssets	-0.579	-0.429	-0.0512	0.760	1.48	0001325702	0000743316	0000006281
6	PropertyPlantAndEquipmentNet	-0.300	-0.239	-0.0295	0.339	0.796	0000002488	0000004127	0001047127
7	remainder_Assets	-0.406	-0.321	-0.0882	0.137	3.95	0001616533	0000006281	0001634447
8	ResearchAndDevelopmentExpense	-1.74	-0.776	0.0880	0.527	1.11	0001311241	0001227025	0001275014
9	SellingGeneralAndAdministrativeExpense	-1.21	-0.447	0.130	0.552	0.806	0001420520	0000310568	0001275014
10	AmortizationOfIntangibleAssets	-0.686	-0.0741	0.0229	0.0449	0.0573	0001690666	0001047127	0001556898
11	remainder_Expenses	-3.00	-1.41	-0.0746	0.670	1.10	0001275014	0001102934	0001690666
12	remainder_Revenues	-1.71	-0.838	0.276	1.30	2.16	0001481028	0000310568	0001556898
13	remainder_NetIncome	-0.355	-0.164	-0.0256	0.0992	0.685	0001616533	0000723125	0000912093
14	remainder_ComprehensiveNetIncome	-0.340	-0.0320	-0.00135	0.0736	0.280	0000912093	0001438423	0001111928

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-9.59	-0.732	0.161	1.65	3.15	0001481028	0000097476	0001556898
1	Assets	-1.37	-1.13	-0.0185	0.420	2.11	0001463101	0001370702	0001634447
2	Expenses	-1.25	-0.834	0.0966	0.600	0.819	0001420520	0001325702	0001634447
3	Revenues	-1.71	-0.838	0.276	1.30	2.16	0001481028	0000310568	0001556898
4	StockholdersEquity	-5.15	-2.49	-0.0783	1.64	2.99	0001481028	0000743316	0001634447
5	NetIncome	-3.55	-1.71	0.348	1.47	2.02	0001420520	0001126741	0000004127
6	ComprehensiveNetIncome	-3.55	-1.72	0.379	1.59	2.01	0001420520	0001616533	0000004127
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001094739	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.93	-1.90	0.282	2.59	3.34	0001350102	0000817720	0000004127
9	EconomicCapitalRatio	-2.32	-2.30	-0.113	2.19	2.95	0001350102	0000817720	0000004127

2018

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	82 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000743316 0000743988 0000791915 0001021604 0001058057 0001094739 0001102934 0001160958 0001311241 0001316016 0001356104 0001370702 0001395848 0001494162 0001579910 0001651235 0001690666 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000827054 0000833640 0000867773 0000895419 0001038074 0001045810 0001047127 0001288469 0001325702 0001451809 0001781405 0000945436 0000768251 0001054374 0001274494 0000070530 0000316793 0001036960 0001096325 0000004127 0000093384 0000310568 0000703360 0000703361 0000767920 0000872448 0000911160 0000913885 0000917273 0001097864 0001130866 0001140486 0001175609 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000791907 0000886328 0000887969 0000945699 0001110647 0001227930 0001294924 0001337675 0001432150 0001441634 0000790715 0000880177 0001201663 0001081078 0001126411 0001421665 0001507957 0001585854 0001596089
warning	81 × The stock price does not exist	industry.us_generic	0000093205 0000743988 0000791915 0001021604 0001046995 0001058057 0001094739 0001102934 0001160958 0001227025 0001311241 0001356104 0001579910 0001419612 0001730168 0001481028 0000945436 0000768251 0001054374 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000767920 0000872448 0000911160 0000913885 0001097864 0001130866 0001175609 0001261694 0000753568 0000907686 0000940332 0001487990 0000711065 0000730000 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000887969 0000889423 0000915778 0000932111 0000944739 0000945699 0001001426 0001050550 0001059786 0001106851 0001110647 0001138830 0001157780 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001392522 0001394954 0001432150 0001441634 0000790715 0000880177 0001201663 0000899297 0001081078 0001322705 0001122342 0001585854 0000065759 0001571636
warning	23 × No stock price available	subcommand.plot	0000093205 0000743316 0000743988 0000791915 0001021604 0001046995 0001058057 0001094739 0001102934 0001160958 0001227025 0001311241 0001316016 0001350102 0001356104 0001370702 0001395848 0001494162 0001556898 0001579910 0001651235 0001690666 0001715768
warning	13 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001046995 0001046995 0001046995 0001046995 0001350102 0000833640 0000855658 0000912093 0000912093 0000912093 0000912093 0000912093 0001275014
warning	11 × Ignoring company because Expenses is zero	pre-agg	0001494162 0001494162 0001419612 0001419612 0001419612 0001730168 0001730168 0001730168 0001730168 0001585854 0000065759
warning	7 × Missing logo	subcommand.report	0000743988 0001058057 0000088941 0000827054 0001045810 0001280263 0001604778
warning	4 × Similarly named company. Duplicate?	None	0001102934 0001350102 0001280452 0001507957
warning	4 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522
warning	2 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102 0001275014
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.584310400425413}
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810
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	61,565	1,350,397	85,708,494	2,085,890,000	16,626,000,000	0001715768	0001652535	0000050863
1	LiabilitiesNonCurrent	0	0	11,805,793	3,092,690,000	7,088,190,000	0000002488	0001094739	0000006281
2	remainder_Liabilities	0	0	621,831	546,680,700	1,557,000,000	0000002488	0000810136	0000006951
3	AssetsCurrent	4,496	356,707	375,481,329	8,270,700,000	28,787,000,000	0001715768	0001690666	0000050863
4	AssetsNonCurrent	0	0	6,418,238	323,460,300	7,809,000,000	0001021604	0001158114	0000050863
5	IntangibleAssets	0	0	50,700,347	3,638,000,000	36,349,000,000	0000093205	0001463101	0000050863
6	PropertyPlantAndEquipmentNet	0	47,851	73,444,518	2,564,727,200	48,976,000,000	0001634447	0000056978	0000050863
7	remainder_Assets	0	0	6,381,208	1,326,365,200	6,042,000,000	0000093205	0000833640	0000050863
8	ResearchAndDevelopmentExpense	0	0	65,956,811	1,594,700,000	13,543,000,000	0000093205	0000833640	0000050863
9	SellingGeneralAndAdministrativeExpense	0	157,234	72,020,179	813,300,000	6,750,000,000	0000743316	0001325702	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	22,030,050	428,902,000	0000002488	0001058057	0000006281
11	remainder_Expenses	0	43,184	252,045,256	4,577,850,000	29,503,000,000	0001507957	0001039399	0000050863
12	remainder_Revenues	0	3,481	402,522,472	10,624,500,000	70,848,000,000	0000743316	0001690666	0000050863
13	remainder_NetIncome	-289,000,000	-75,309,650	240,015	99,679,700	1,617,558,000	0000723125	0001652535	0000743316
14	remainder_ComprehensiveNetIncome	-85,694,000	-34,767,250	-1,549	2,923,950	105,263,000	0001111928	0001438423	0000867773

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	61,565	1,584,902	193,081,301	8,340,735,850	16,626,000,000	0001715768	0000810136	0000050863
1	Assets	4,496	3,129,698	648,602,378	17,232,400,000	127,963,000,000	0001715768	0001616533	0000050863
2	Expenses	44,429	3,777,504	420,746,034	7,200,350,000	49,796,000,000	0001715768	0000855658	0000050863
3	Revenues	0	3,481	402,522,472	10,624,500,000	70,848,000,000	0000743316	0001690666	0000050863
4	StockholdersEquity	-149,886,000	-6,773,515	383,570,963	7,699,450,000	111,337,000,000	0000867773	0001288469	0000050863
5	NetIncome	-917,496,000	-100,003,350	-37,797	3,086,900,000	21,053,000,000	0000867773	0001634447	0000050863
6	ComprehensiveNetIncome	-812,233,000	-100,156,350	473,981	3,075,600,000	21,007,000,000	0000867773	0001410172	0000050863
7	BaseVar	118,112	17,440,223	2,176,628,270	42,481,405,000	303,417,765,000	0001715768	0001039399	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-71.2	-5.65	2.12	4.58	4.93	0001682149	0001094739	0000723125
9	EconomicCapitalRatio	0	0.000000565	2.20	4.58	4.93	0001682149	0001094739	0000723125

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	-1.81	-0.0678	0.499	1.37	2.27	0001634447	0001158114	0001556898
1	LiabilitiesNonCurrent	-1.58	-1.31	0.0724	0.712	1.11	0001690666	0001420520	0001556898
2	remainder_Liabilities	-1.77	-0.785	0.108	0.397	0.566	0001160958	0001288469	0001556898
3	AssetsCurrent	-0.840	-0.544	-0.00663	0.516	0.639	0001652535	0000093205	0000743316
4	AssetsNonCurrent	-0.0820	-0.0486	-0.00588	0.0328	0.0541	0001046995	0001126741	0001038074
5	IntangibleAssets	-0.600	-0.404	-0.0268	0.667	1.65	0001046995	0001398805	0000006281
6	PropertyPlantAndEquipmentNet	-0.347	-0.242	-0.0233	0.293	0.749	0001616533	0001556898	0001047127
7	remainder_Assets	-0.333	-0.205	-0.0320	0.175	1.97	0001046995	0000006951	0001634447
8	ResearchAndDevelopmentExpense	-1.90	-0.885	0.0392	0.525	0.875	0001316016	0001463101	0001652535
9	SellingGeneralAndAdministrativeExpense	-0.926	-0.346	0.120	0.725	0.902	0001021604	0001160958	0001616533
10	AmortizationOfIntangibleAssets	-0.337	-0.0848	0.0168	0.0329	0.0384	0001690666	0001038074	0001556898
11	remainder_Expenses	-2.74	-1.20	0.00000000000000000671	0.612	1.09	0001652535	0001715768	0001311241
12	remainder_Revenues	-1.58	-0.488	0.352	1.39	1.75	0000743316	0000810136	0001556898
13	remainder_NetIncome	-0.563	-0.0966	0.0744	0.252	1.35	0000895419	0000889971	0000743316
14	remainder_ComprehensiveNetIncome	-0.211	-0.100	0.00443	0.0230	0.0881	0001111928	0000743988	0001094739

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.42	-0.689	0.514	2.02	2.96	0001634447	0001275014	0001556898
1	Assets	-1.29	-1.10	-0.000164	0.698	1.49	0001616533	0001715768	0001634447
2	Expenses	-1.36	-0.909	0.0596	0.743	1.18	0001046995	0000889971	0000723125
3	Revenues	-1.58	-0.488	0.352	1.39	1.75	0000743316	0000810136	0001556898
4	StockholdersEquity	-2.42	-1.22	0.245	1.89	3.12	0001616533	0000743316	0001410172
5	NetIncome	-3.01	-0.830	0.533	1.75	2.58	0001420520	0001040161	0000723125
6	ComprehensiveNetIncome	-3.00	-0.821	0.549	1.76	2.59	0001420520	0001410172	0000723125
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001097864	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-0.941	-0.941	1.26	3.64	3.99	0001350102	0001094739	0000723125
9	EconomicCapitalRatio	-2.22	-2.22	-0.0197	2.37	2.72	0001350102	0001094739	0000723125

2019

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	86 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000743316 0000743988 0000791915 0001021604 0001058057 0001102934 0001160958 0001356104 0001395848 0001451809 0001494162 0001556898 0001579910 0001651235 0001690666 0001781405 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000827054 0000833640 0000895419 0001045810 0001047127 0001288469 0001325702 0001682149 0000091668 0001350102 0000945436 0000768251 0001054374 0001274494 0000070530 0000316793 0001036960 0001096325 0000004127 0000093384 0000310568 0000703360 0000703361 0000767920 0000867773 0000872448 0000911160 0000913885 0000917273 0001038074 0001097864 0001130866 0001140486 0001175609 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000791907 0000886328 0000887969 0000945699 0001094739 0001110647 0001227930 0001294924 0001337675 0001432150 0001441634 0000790715 0000880177 0001201663 0001311241 0001081078 0001126411 0001421665 0001507957 0001585854 0001596089 0001370702 0001316016
warning	83 × The stock price does not exist	industry.us_generic	0000743988 0000791915 0001021604 0001046995 0001058057 0001102934 0001160958 0001227025 0001356104 0001579910 0001651235 0000915778 0001419612 0001730168 0001191334 0000945436 0000768251 0001054374 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000767920 0000872448 0000911160 0000913885 0001097864 0001130866 0001175609 0001261694 0000753568 0000907686 0000940332 0001487990 0000711065 0000730000 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000887969 0000889423 0000932111 0000944739 0000945699 0001001426 0001050550 0001059786 0001094739 0001106851 0001110647 0001138830 0001157780 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001392522 0001394954 0001432150 0001441634 0000790715 0000880177 0001201663 0001311241 0000093205 0000899297 0001081078 0001322705 0001122342 0001585854 0000065759 0001571636 0001481028
warning	18 × No stock price available	subcommand.plot	0000743316 0000743988 0000791915 0001021604 0001046995 0001058057 0001102934 0001160958 0001227025 0001356104 0001395848 0001451809 0001494162 0001556898 0001579910 0001651235 0001690666 0001781405
warning	15 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001046995 0001046995 0001046995 0001046995 0001046995 0000833640 0001275014 0001275014 0001275014 0001275014 0001350102 0000912093 0000912093 0000912093 0000855658
warning	11 × Ignoring company because Expenses is zero	pre-agg	0001494162 0001494162 0001419612 0001419612 0001419612 0001419612 0001419612 0001730168 0001730168 0001585854 0000065759
warning	7 × Missing logo	subcommand.report	0000743988 0001058057 0000088941 0000827054 0001045810 0001280263 0001604778
warning	5 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001275014 0001275014 0001275014 0001275014 0001350102
warning	5 × Ignoring company because Assets is zero	pre-agg	0001191334 0001097864 0001097864 0001097864 0001392522
warning	2 × Similarly named company. Duplicate?	None	0001102934 0001280452
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810 0001431959
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.371932459413543}
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	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	6,857,422	36,839,900	2,723,434,051	52,941,245,000	323,070,110,000	0001781405	0000810136	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-14.0	-2.40	1.97	4.37	5.50	0001494162	0000006951	0000833640
9	EconomicCapitalRatio	0.000000000000000000000000000000000000000871	0.0458	2.07	4.37	5.50	0001494162	0000006951	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	-0.855	-0.355	0.0471	0.528	0.700	0001451809	0000743316	0000004127
1	LiabilitiesNonCurrent	-1.98	-1.17	0.134	0.827	0.940	0000743316	0001616533	0001556898
2	remainder_Liabilities	-1.32	-0.785	0.0963	0.304	0.367	0001038074	0001097864	0001556898
3	AssetsCurrent	-0.938	-0.577	-0.0923	0.439	1.41	0001634447	0001039399	0001410172
4	AssetsNonCurrent	-0.0937	-0.0570	-0.0140	0.0562	0.175	0000890394	0001282631	0001556898
5	IntangibleAssets	-0.660	-0.572	-0.0728	1.01	1.88	0001634447	0000006951	0001058057
6	PropertyPlantAndEquipmentNet	-0.500	-0.283	-0.0431	0.427	0.911	0000890394	0001493594	0001158114
7	remainder_Assets	-0.239	-0.150	-0.00647	0.219	1.03	0001634447	0001045810	0001047127
8	ResearchAndDevelopmentExpense	-1.14	-0.727	0.0839	0.605	0.807	0001280263	0000006281	0001616533
9	SellingGeneralAndAdministrativeExpense	-1.68	-0.569	0.133	0.543	0.674	0001781405	0001160958	0001616533
10	AmortizationOfIntangibleAssets	-0.348	-0.112	0.0204	0.0364	0.0387	0001690666	0001038074	0001634447
11	remainder_Expenses	-3.24	-1.42	0.000000000000000000000000000000745	0.647	1.14	0001398805	0001494162	0000833640
12	remainder_Revenues	-1.73	-0.390	0.205	0.982	1.44	0000743316	0001046995	0001045810
13	remainder_NetIncome	-0.691	-0.120	0.0224	0.140	1.58	0000895419	0001039065	0000743316
14	remainder_ComprehensiveNetIncome	-0.113	-0.0331	0.00170	0.0291	0.0473	0001051627	0000855658	0000867773

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.70	-1.03	0.0869	1.32	1.53	0000743316	0000817720	0001556898
1	Assets	-1.47	-1.11	-0.0378	0.722	1.07	0001634447	0000855658	0001410172
2	Expenses	-1.11	-0.929	0.110	0.751	1.08	0001420520	0001039399	0000833640
3	Revenues	-1.73	-0.390	0.205	0.982	1.44	0000743316	0001046995	0001045810
4	StockholdersEquity	-3.21	-1.64	-0.0000000914	1.63	2.83	0001634447	0001579910	0001410172
5	NetIncome	-3.34	-1.19	0.376	1.61	2.29	0001420520	0000817720	0001045810
6	ComprehensiveNetIncome	-3.34	-1.18	0.375	1.63	2.30	0001420520	0000791915	0001045810
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001097864	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.65	-1.61	0.422	2.72	3.85	0001494162	0000006951	0000833640
9	EconomicCapitalRatio	-2.19	-2.14	-0.110	2.19	3.32	0001494162	0000006951	0000833640

2020

Logs

error	1 × IME and Company effects mismatched for Property, Plant and Equipment. IME Effects: 0.0, Company Effect: 0.00222	subcommand.report	0001781405
error	1 × IME and Company effects mismatched for Assets. IME Effects: 0.0, Company Effect: 0.00855	subcommand.report	0001481028
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	87 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000091668 0000743988 0001021604 0001058057 0001102934 0001160958 0001350102 0001556898 0001579910 0001651235 0001682149 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000827054 0000833640 0000867773 0000895419 0001038074 0001045810 0001047127 0001288469 0001325702 0001807794 0000945436 0000768251 0001054374 0001274494 0000070530 0000316793 0001036960 0001096325 0000004127 0000093384 0000310568 0000703360 0000703361 0000743316 0000767920 0000791915 0000872448 0000911160 0000913885 0000917273 0001097864 0001130866 0001140486 0001175609 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000791907 0000886328 0000887969 0000945699 0001094739 0001110647 0001227930 0001294924 0001337675 0001356104 0001432150 0001441634 0001494162 0000790715 0000880177 0001201663 0001311241 0001081078 0001126411 0001421665 0001507957 0001585854 0001596089 0001395848 0001690666 0001370702 0001316016 0001451809 0001781405
warning	84 × The stock price does not exist	industry.us_generic	0000743988 0000915778 0001021604 0001046995 0001058057 0001102934 0001160958 0001227025 0001579910 0001651235 0001419612 0001730168 0001852117 0000945436 0000768251 0001054374 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000767920 0000791915 0000872448 0000911160 0000913885 0001097864 0001130866 0001175609 0001261694 0000753568 0000907686 0000940332 0001487990 0000711065 0000730000 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000887969 0000889423 0000932111 0000944739 0000945699 0001001426 0001050550 0001059786 0001094739 0001106851 0001110647 0001138830 0001157780 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0000790715 0000880177 0001201663 0001311241 0000093205 0000899297 0001081078 0001322705 0001122342 0001585854 0000065759 0001571636 0001481028 0001191334
warning	19 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001046995 0001046995 0001046995 0001046995 0001046995 0001046995 0001350102 0000833640 0000855658 0000912093 0000912093 0000912093 0000912093 0000912093 0001275014 0001275014 0001275014 0001275014 0001275014
warning	14 × No stock price available	subcommand.plot	0000091668 0000743988 0000915778 0001021604 0001046995 0001058057 0001102934 0001160958 0001227025 0001350102 0001556898 0001579910 0001651235 0001682149
warning	12 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001730168 0001730168 0001494162 0001494162 0001585854 0000065759
warning	9 × Missing logo	subcommand.report	0000743988 0000915778 0001058057 0000088941 0000827054 0000866291 0001045810 0001280263 0001604778
warning	6 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102 0001275014 0001275014 0001275014 0001275014 0001275014
warning	5 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522 0001191334
warning	4 × Similarly named company. Duplicate?	None	0001102934 0001350102 0001280452 0001431959
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810 0001431959
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.2792572940805815}
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	501,351	1,622,600	144,981,807	3,540,100,000	24,754,000,000	0001781405	0001280452	0000050863
1	LiabilitiesNonCurrent	0	0	24,082,350	6,443,434,650	45,661,000,000	0000002488	0001280263	0001730168
2	remainder_Liabilities	0	0	842,348	450,190,050	1,919,595,000	0000002488	0001040161	0000006281
3	AssetsCurrent	204,388	3,066,949	456,028,867	12,705,700,000	47,249,000,000	0001481028	0000088941	0000050863
4	AssetsNonCurrent	0	0	5,607,928	981,435,550	8,109,000,000	0000006281	0001280263	0000050863
5	IntangibleAssets	0	0	23,668,534	10,447,807,250	60,229,000,000	0000091668	0001280263	0001730168
6	PropertyPlantAndEquipmentNet	1,058	130,450	75,653,492	2,541,836,100	56,584,000,000	0001481028	0000817720	0000050863
7	remainder_Assets	0	0	22,295,570	1,528,100,000	5,152,000,000	0000743988	0001604778	0000050863
8	ResearchAndDevelopmentExpense	0	0	54,140,909	2,435,300,000	13,556,000,000	0000091668	0001463101	0000050863
9	SellingGeneralAndAdministrativeExpense	0	1,691,538	78,287,374	1,093,000,000	6,180,000,000	0001398805	0000833640	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	73,610,700	6,220,000,000	0000002488	0000006951	0001730168
11	remainder_Expenses	1,000	833,288	285,409,384	7,117,200,000	38,632,000,000	0001579910	0001651235	0000050863
12	remainder_Revenues	0	123,658	497,817,813	15,968,550,000	77,867,000,000	0001481028	0001325702	0000050863
13	remainder_NetIncome	-186,627,000	-61,997,510	27,179	250,793,750	1,400,000,000	0000006281	0000810136	0000050863
14	remainder_ComprehensiveNetIncome	-119,000,000	-10,960,150	507	22,398,000	529,000,000	0000006951	0001410172	0000050863

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	1,122,951	2,651,200	222,571,303	11,050,050,000	52,032,000,000	0001781405	0000810136	0001730168
1	Assets	291,802	7,788,445	840,095,707	21,955,021,350	153,091,000,000	0001481028	0001651235	0000050863
2	Expenses	1,681,427	6,988,450	504,140,090	11,623,750,000	58,368,000,000	0001481028	0000088941	0000050863
3	Revenues	0	123,658	497,817,813	15,968,550,000	77,867,000,000	0001481028	0001325702	0000050863
4	StockholdersEquity	-61,832,448	1,447,712	421,927,873	14,175,585,000	128,337,000,000	0001481028	0001387467	0000050863
5	NetIncome	-190,600,000	-58,036,802	4,203,223	2,886,200,000	20,899,000,000	0000895419	0001051627	0000050863
6	ComprehensiveNetIncome	-185,200,000	-54,824,236	8,316,376	2,905,250,000	21,428,000,000	0000895419	0001051627	0000050863
7	BaseVar	10,565,088	40,477,996	2,675,591,077	69,314,780,000	353,506,560,000	0001781405	0001325702	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-11.7	-3.08	1.98	4.28	5.40	0001481028	0001803696	0001325702
9	EconomicCapitalRatio	0.000000000000000000000000000671	0.0178	2.08	4.28	5.40	0001481028	0001803696	0001325702

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	-1.03	-0.237	0.162	0.685	0.893	0001333822	0001803696	0000091668
1	LiabilitiesNonCurrent	-2.03	-1.30	0.278	0.965	1.45	0001730168	0000056978	0001325702
2	remainder_Liabilities	-0.941	-0.632	0.186	0.469	0.629	0001160958	0000723125	0000002488
3	AssetsCurrent	-0.684	-0.543	-0.0809	0.726	1.89	0001634447	0000723125	0001398805
4	AssetsNonCurrent	-0.115	-0.0543	-0.00424	0.0569	0.348	0001438423	0000004127	0001634447
5	IntangibleAssets	-0.657	-0.429	-0.0873	0.802	1.53	0001438423	0001431959	0000006281
6	PropertyPlantAndEquipmentNet	-0.505	-0.314	-0.0437	0.497	0.885	0001438423	0001350102	0000723125
7	remainder_Assets	-0.290	-0.198	-0.0363	0.107	0.710	0001438423	0000088941	0000915778
8	ResearchAndDevelopmentExpense	-1.03	-0.913	0.0666	0.676	1.14	0001579910	0001280452	0000091668
9	SellingGeneralAndAdministrativeExpense	-0.661	-0.452	0.104	0.490	0.681	0001438423	0001051627	0001325702
10	AmortizationOfIntangibleAssets	-0.247	-0.0815	0.0189	0.0390	0.0515	0001803696	0001274494	0000091668
11	remainder_Expenses	-2.83	-1.73	-0.0168	0.552	0.781	0000091668	0001431959	0001058057
12	remainder_Revenues	-1.39	-0.579	0.257	1.07	1.97	0001420520	0001604778	0000002488
13	remainder_NetIncome	-0.261	-0.112	0.0168	0.266	2.62	0001046995	0000004127	0001325702
14	remainder_ComprehensiveNetIncome	-0.214	-0.0329	-0.00421	0.0745	0.132	0001616533	0001021604	0001051627

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-2.28	-1.03	0.451	1.70	2.03	0001350102	0001438423	0001556898
1	Assets	-1.44	-0.953	-0.0432	0.780	1.61	0001438423	0001651235	0001420520
2	Expenses	-1.55	-0.819	0.000733	0.502	1.02	0000091668	0001288469	0001325702
3	Revenues	-1.39	-0.579	0.257	1.07	1.97	0001420520	0001604778	0000002488
4	StockholdersEquity	-2.39	-1.70	-0.0543	1.77	2.75	0001616533	0001040161	0001410172
5	NetIncome	-2.55	-1.14	0.385	1.42	3.68	0001579910	0000006281	0001325702
6	ComprehensiveNetIncome	-2.54	-1.15	0.378	1.41	3.71	0001579910	0001803696	0001325702
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001102934	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.88	-1.86	0.208	2.40	3.52	0001481028	0001803696	0001325702
9	EconomicCapitalRatio	-2.31	-2.29	-0.226	1.97	3.09	0001481028	0001803696	0001325702

2021

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	87 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001021604 0001102934 0001350102 0001579910 0001807794 0000002488 0000004127 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000827054 0000833640 0000867773 0000895419 0001038074 0001045810 0001047127 0001274494 0001288469 0001325702 0000945436 0000768251 0001054374 0001058057 0000070530 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000743316 0000743988 0000767920 0000791915 0000872448 0000911160 0000913885 0000917273 0001097864 0001130866 0001140486 0001175609 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000791907 0000886328 0000887969 0000945699 0001094739 0001110647 0001160958 0001227930 0001294924 0001337675 0001356104 0001432150 0001441634 0001494162 0000790715 0000880177 0001201663 0001311241 0001081078 0001126411 0001421665 0001507957 0001585854 0001596089 0001395848 0001651235 0001690666 0001370702 0001316016 0001682149 0001451809 0001781405 0000091668 0001556898
warning	85 × The stock price does not exist	industry.us_generic	0001021604 0001046995 0001102934 0001227025 0001579910 0001807794 0001852117 0001419612 0001730168 0000065759 0000945436 0000768251 0001054374 0001058057 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000743988 0000767920 0000791915 0000872448 0000911160 0000913885 0001097864 0001130866 0001175609 0001261694 0000753568 0000907686 0000940332 0001487990 0000711065 0000730000 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000887969 0000889423 0000915778 0000932111 0000944739 0000945699 0001001426 0001050550 0001059786 0001094739 0001106851 0001110647 0001138830 0001157780 0001160958 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0000790715 0000880177 0001201663 0001311241 0000093205 0000899297 0001081078 0001322705 0001122342 0001585854 0001571636 0001651235 0001481028 0001191334
warning	23 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001046995 0001046995 0001046995 0001046995 0001046995 0001046995 0001046995 0001350102 0000833640 0000855658 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0001275014 0001275014 0001275014 0001275014 0001275014 0001275014
warning	13 × Ignoring company because Expenses is zero	pre-agg	0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001730168 0001730168 0000065759 0001494162 0001494162 0001585854
warning	11 × No stock price available	subcommand.plot	0001021604 0001046995 0001102934 0001227025 0001350102 0001579910 0001807794 0001813658 0001817760 0001832487 0001852117
warning	9 × Missing logo	subcommand.report	0001807794 0000088941 0000827054 0000866291 0001045810 0001280263 0001604778 0001835632 0001819974
warning	7 × Similarly named company. Duplicate?	None	0001102934 0001350102 0001280452 0001463101 0001507957 0001431959 0001828161
warning	7 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102 0001275014 0001275014 0001275014 0001275014 0001275014 0001275014
warning	5 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522 0001191334
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810 0001431959
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.139867516181734}
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	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	11,070,700	43,783,505	1,493,935,546	75,948,440,000	371,401,745,000	0001781405	0001828161	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-5.19	-3.45	2.01	4.14	5.20	0001481028	0001097864	0001556898
9	EconomicCapitalRatio	0.00000298	0.00269	2.10	4.14	5.20	0001481028	0001097864	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	-0.875	-0.653	0.147	0.759	1.12	0001333822	0001046995	0000091668
1	LiabilitiesNonCurrent	-2.25	-1.15	0.114	0.925	1.30	0001730168	0001634447	0001556898
2	remainder_Liabilities	-2.95	-0.634	0.189	0.533	0.776	0001831651	0000817720	0001556898
3	AssetsCurrent	-0.740	-0.530	-0.0955	0.849	2.40	0001387467	0001813658	0001507957
4	AssetsNonCurrent	-0.0892	-0.0555	-0.00763	0.0622	0.557	0001832487	0000895419	0000867773
5	IntangibleAssets	-0.674	-0.393	-0.111	1.06	1.92	0001828161	0001507957	0000006281
6	PropertyPlantAndEquipmentNet	-0.467	-0.263	-0.0450	0.649	0.942	0001828161	0001807794	0001158114
7	remainder_Assets	-0.407	-0.252	-0.0771	0.283	3.60	0001828161	0000723125	0001813658
8	ResearchAndDevelopmentExpense	-1.20	-0.822	0.116	0.602	1.32	0001832487	0001431959	0000091668
9	SellingGeneralAndAdministrativeExpense	-1.46	-0.572	0.0888	0.563	0.792	0001832487	0001280263	0000002488
10	AmortizationOfIntangibleAssets	-0.328	-0.0510	0.0149	0.0344	0.0429	0001803696	0001046995	0001438423
11	remainder_Expenses	-2.30	-1.72	-0.101	0.506	0.946	0001828161	0000866291	0000890394
12	remainder_Revenues	-1.07	-0.788	0.273	1.66	2.38	0001420520	0000771266	0001556898
13	remainder_NetIncome	-0.604	-0.101	0.0709	0.384	1.09	0001431959	0001387467	0000867773
14	remainder_ComprehensiveNetIncome	-0.111	-0.0331	-0.00672	0.0342	0.276	0000810136	0000890394	0001038074

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.51	-0.876	0.0697	1.80	2.54	0001831651	0001288469	0001556898
1	Assets	-1.69	-0.935	-0.0948	1.24	2.15	0001282631	0001682149	0001507957
2	Expenses	-1.62	-0.698	0.000905	0.523	0.866	0001832487	0001333822	0000097476
3	Revenues	-1.07	-0.788	0.273	1.66	2.38	0001420520	0000771266	0001556898
4	StockholdersEquity	-3.31	-1.95	-0.272	1.59	2.55	0001282631	0001325702	0001813658
5	NetIncome	-3.10	-1.76	0.396	1.95	2.82	0001817760	0000006281	0001556898
6	ComprehensiveNetIncome	-3.06	-1.77	0.416	1.94	2.80	0001817760	0000889971	0001556898
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001227025	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.79	-1.79	0.311	2.35	3.40	0001481028	0001097864	0001556898
9	EconomicCapitalRatio	-2.14	-2.14	-0.0360	2.00	3.06	0001481028	0001097864	0001556898

2022

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	87 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001807794 0000002488 0000006281 0000006951 0000050863 0000088941 0000097476 0000827054 0000833640 0001038074 0001045810 0001047127 0001274494 0001288469 0001325702 0000945436 0000768251 0001054374 0001058057 0000070530 0000316793 0001036960 0001096325 0000004127 0000093384 0000310568 0000703360 0000703361 0000743316 0000743988 0000767920 0000791915 0000817720 0000867773 0000872448 0000895419 0000911160 0000913885 0000917273 0001097864 0001102934 0001130866 0001140486 0001175609 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000791907 0000886328 0000887969 0000945699 0001094739 0001110647 0001160958 0001227930 0001294924 0001337675 0001356104 0001432150 0001441634 0001494162 0000790715 0000880177 0001201663 0001311241 0001350102 0001081078 0001126411 0001421665 0001021604 0001507957 0001585854 0001579910 0001596089 0001395848 0001651235 0001690666 0001370702 0001316016 0001682149 0001451809 0001781405 0000091668 0001556898
warning	85 × The stock price does not exist	industry.us_generic	0000065759 0001046995 0001807794 0001852117 0001419612 0001730168 0000945436 0000768251 0001054374 0001058057 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000743988 0000767920 0000791915 0000872448 0000911160 0000913885 0001097864 0001102934 0001130866 0001175609 0001261694 0000753568 0000907686 0000940332 0001227025 0001487990 0000711065 0000730000 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000887969 0000889423 0000915778 0000932111 0000944739 0000945699 0001001426 0001050550 0001059786 0001094739 0001106851 0001110647 0001138830 0001157780 0001160958 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0000790715 0000880177 0001201663 0001311241 0000093205 0000899297 0001081078 0001021604 0001322705 0001122342 0001585854 0001579910 0001571636 0001651235 0001481028 0001191334
warning	20 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001046995 0001046995 0001046995 0001046995 0001046995 0000833640 0000855658 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0001350102 0001275014 0001275014 0001275014 0001275014
warning	14 × Ignoring company because Expenses is zero	pre-agg	0000065759 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001730168 0001730168 0001494162 0001494162 0001585854
warning	11 × Missing logo	subcommand.report	0000065759 0001807794 0000088941 0000724910 0000827054 0001045810 0001604778 0001835632 0001280263 0000866291 0001819974
warning	6 × No stock price available	subcommand.plot	0000065759 0001046995 0001807794 0001813658 0001817760 0001852117
warning	5 × Similarly named company. Duplicate?	None	0001280452 0001463101 0001350102 0001507957 0001828161
warning	5 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001350102 0001275014 0001275014 0001275014 0001275014
warning	5 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522 0001191334
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810 0001431959
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 5.071174065343059}
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	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	17,092,723	51,444,760	1,712,772,879	115,946,063,000	354,688,710,000	0001781405	0001280263	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-18.3	-5.40	2.43	5.07	10.1	0001813658	0001288469	0001481028
9	EconomicCapitalRatio	0.000000000000000000000000000000000000000000000000000000000000000000441	0.00000128	2.48	5.07	10.1	0001813658	0001288469	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	-2.94	-0.766	0.128	0.660	0.993	0001481028	0001835632	0000833640
1	LiabilitiesNonCurrent	-2.41	-1.22	0.106	0.907	1.59	0001730168	0000867773	0001481028
2	remainder_Liabilities	-2.04	-0.598	0.150	0.556	0.981	0001831651	0001282631	0001481028
3	AssetsCurrent	-1.10	-0.535	-0.0416	0.432	1.62	0001282631	0000817720	0001507957
4	AssetsNonCurrent	-0.109	-0.0464	-0.0000891	0.0670	0.130	0001282631	0000827054	0000867773
5	IntangibleAssets	-0.782	-0.351	-0.0728	0.583	1.92	0001282631	0000866291	0001835632
6	PropertyPlantAndEquipmentNet	-0.600	-0.254	-0.00762	0.555	0.880	0001282631	0000827054	0001046995
7	remainder_Assets	-0.479	-0.160	-0.0198	0.293	0.804	0000724910	0000866291	0001831651
8	ResearchAndDevelopmentExpense	-1.26	-0.690	0.128	0.755	1.00	0001126741	0001046995	0000091668
9	SellingGeneralAndAdministrativeExpense	-0.789	-0.423	0.138	0.636	0.839	0001507957	0001280263	0001481028
10	AmortizationOfIntangibleAssets	-0.195	-0.0508	0.0140	0.0255	0.0296	0001730168	0000050863	0001438423
11	remainder_Expenses	-4.90	-1.91	-0.0422	0.620	2.40	0001282631	0000817720	0001481028
12	remainder_Revenues	-3.85	-0.440	0.257	1.57	1.83	0001481028	0001040161	0001556898
13	remainder_NetIncome	-0.957	-0.107	-0.0328	0.368	8.69	0001803696	0000097476	0001481028
14	remainder_ComprehensiveNetIncome	-0.840	-0.139	0.00610	0.0346	0.0670	0000810136	0001420520	0000088941

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.74	-0.905	0.0854	1.65	2.12	0001730168	0001715768	0000833640
1	Assets	-2.20	-0.860	-0.0170	1.04	1.56	0001282631	0001715768	0001507957
2	Expenses	-1.78	-0.809	0.118	0.881	4.08	0001282631	0000867773	0001481028
3	Revenues	-3.85	-0.440	0.257	1.57	1.83	0001481028	0001040161	0001556898
4	StockholdersEquity	-3.93	-1.34	-0.0173	2.00	2.67	0001282631	0001682149	0000724910
5	NetIncome	-3.12	-1.32	0.574	2.01	8.84	0001817760	0000817720	0001481028
6	ComprehensiveNetIncome	-2.39	-1.29	0.532	2.03	8.86	0001817760	0000810136	0001481028
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001210618	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.64	-1.64	0.837	3.43	8.50	0000890394	0001288469	0001481028
9	EconomicCapitalRatio	-2.35	-2.35	0.125	2.72	7.79	0000890394	0001288469	0001481028

2023

Logs

error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001481028
warning	87 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001807794 0000002488 0000004127 0000006281 0000006951 0000050863 0000088941 0000097476 0000817720 0000827054 0000833640 0000895419 0000917273 0001038074 0001045810 0001047127 0001274494 0001288469 0001325702 0000945436 0000768251 0001054374 0001058057 0000070530 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000743316 0000743988 0000767920 0000791915 0000867773 0000872448 0000911160 0000913885 0001097864 0001102934 0001130866 0001140486 0001175609 0001261694 0001352341 0000753568 0000940332 0001487990 0000711065 0000791907 0000886328 0000887969 0000945699 0001094739 0001110647 0001160958 0001227930 0001294924 0001337675 0001356104 0001432150 0001441634 0001494162 0000790715 0000880177 0001201663 0001311241 0001350102 0001081078 0001126411 0001421665 0001021604 0001507957 0001585854 0001579910 0001596089 0001395848 0001651235 0001690666 0001370702 0001316016 0001682149 0001451809 0001781405 0000091668 0001556898
warning	85 × The stock price does not exist	industry.us_generic	0000065759 0001807794 0001419612 0001481028 0001730168 0000945436 0000768251 0001054374 0001058057 0000316793 0001036960 0001096325 0000093384 0000310568 0000703360 0000703361 0000743988 0000767920 0000791915 0000872448 0000911160 0000913885 0001097864 0001102934 0001130866 0001175609 0001261694 0000753568 0000907686 0000940332 0001227025 0001487990 0000711065 0000730000 0000791907 0000802851 0000849502 0000850579 0000854701 0000869986 0000880446 0000886328 0000887969 0000889423 0000915778 0000932111 0000944739 0000945699 0001001426 0001046995 0001050550 0001059786 0001094739 0001106851 0001110647 0001138830 0001157780 0001160958 0001224370 0001227930 0001262200 0001294924 0001307873 0001337675 0001356104 0001392522 0001394954 0001432150 0001441634 0000790715 0000880177 0001201663 0001311241 0000093205 0000899297 0001081078 0001021604 0001322705 0001122342 0001585854 0001579910 0001571636 0001651235 0001191334 0001852117
warning	21 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000833640 0000855658 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0000912093 0001275014 0001275014 0001275014 0001275014 0001046995 0001046995 0001046995 0001046995 0001046995 0001350102
warning	15 × Ignoring company because Expenses is zero	pre-agg	0000065759 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001419612 0001730168 0001730168 0001494162 0001494162 0001585854
warning	10 × Missing logo	subcommand.report	0000065759 0001807794 0000088941 0000724910 0000772406 0000827054 0001045810 0001604778 0001835632 0001819974
warning	5 × Large missing amount for aggregate "Revenues" added to remainder.	industry.us_generic	0001275014 0001275014 0001275014 0001275014 0001350102
warning	5 × Ignoring company because Assets is zero	pre-agg	0001097864 0001097864 0001097864 0001392522 0001191334
warning	3 × No stock price available	subcommand.plot	0000065759 0001807794 0001817760
warning	2 × Similarly named company. Duplicate?	None	0001280452 0001507957
warning	2 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001045810 0001431959
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.504196312016778}
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	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	28,566,445	43,340,600	2,365,164,414	120,461,855,000	317,551,700,000	0001507957	0001831651	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-11.4	-2.94	2.27	4.50	6.73	0001682149	0001045810	0000724910
9	EconomicCapitalRatio	0.0000000000000000000000000109	0.0125	2.33	4.50	6.73	0001682149	0001045810	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	-1.84	-0.454	0.106	0.767	1.04	0000882508	0001463101	0000724910
1	LiabilitiesNonCurrent	-2.46	-1.19	0.0841	0.623	1.01	0001730168	0001819974	0001438423
2	remainder_Liabilities	-1.11	-0.778	0.136	0.446	0.533	0001831651	0001730168	0000855658
3	AssetsCurrent	-0.848	-0.441	-0.00998	0.517	0.827	0001634447	0000912093	0001451809
4	AssetsNonCurrent	-0.0705	-0.0532	-0.00208	0.0604	0.0964	0001398805	0001832487	0001045810
5	IntangibleAssets	-0.656	-0.431	-0.118	0.792	1.51	0000771266	0000056978	0000006281
6	PropertyPlantAndEquipmentNet	-0.483	-0.249	-0.0547	0.607	1.11	0000771266	0000912093	0000723125
7	remainder_Assets	-1.85	-0.131	-0.0278	0.112	1.07	0000724910	0001438423	0001831651
8	ResearchAndDevelopmentExpense	-1.48	-0.652	0.161	0.734	0.841	0001126741	0001616533	0001398805
9	SellingGeneralAndAdministrativeExpense	-0.804	-0.467	0.114	0.698	0.838	0000771266	0001493594	0001398805
10	AmortizationOfIntangibleAssets	-0.158	-0.0191	0.00880	0.0168	0.0212	0001730168	0000050863	0001438423
11	remainder_Expenses	-2.98	-1.41	-0.0137	0.444	0.976	0001398805	0001333822	0000855658
12	remainder_Revenues	-1.19	-0.743	0.174	1.32	1.82	0001817760	0001819974	0000855658
13	remainder_NetIncome	-0.525	-0.164	0.00000742	0.148	0.547	0001616533	0000890394	0000091668
14	remainder_ComprehensiveNetIncome	-0.266	-0.0249	0.00932	0.0551	0.0824	0000810136	0001821769	0000912093

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.81	-1.00	0.0247	1.58	2.03	0001730168	0001634447	0000724910
1	Assets	-1.42	-0.869	-0.0170	0.865	1.05	0001634447	0001831651	0001451809
2	Expenses	-0.871	-0.648	0.157	0.726	1.44	0001507957	0000723125	0000724910
3	Revenues	-1.19	-0.743	0.174	1.32	1.82	0001817760	0001819974	0000855658
4	StockholdersEquity	-2.65	-1.44	-0.00627	1.67	2.09	0001634447	0001817760	0000724910
5	NetIncome	-2.74	-1.29	0.365	1.61	2.90	0001507957	0001038074	0000724910
6	ComprehensiveNetIncome	-2.73	-1.32	0.400	1.63	2.81	0001507957	0001604778	0000724910
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001124796	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-1.76	-1.75	0.561	2.74	4.97	0000890394	0001045810	0000724910
9	EconomicCapitalRatio	-2.28	-2.26	0.0489	2.23	4.46	0000890394	0001045810	0000724910

2024

Logs

error	18 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001051627 0001051627 0001282631 0001282631 0001417892 0001417892 0000810136 0000810136 0001682149 0001682149 0001817760 0001817760 0001039065 0001039065 0001126741 0001126741 0001438423 0001438423
warning	9 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001051627 0001282631 0001417892 0000810136 0001682149 0001817760 0001039065 0001126741 0001438423
warning	9 × Missing logo	subcommand.report	0000088941 0000724910 0000772406 0000827054 0001045810 0001604778 0001807794 0001835632 0001819974
warning	2 × Similarly named company. Duplicate?	None	0001280452 0001507957
warning	1 × Too many companies have an ECR > 400%	check_abs_values	{'quantile_005_val': 4.386563677046727}
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0000912093
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	140,558	2,886,185	162,284,581	9,593,750,000	35,666,000,000	0001481028	0001158114	0000050863
1	LiabilitiesNonCurrent	0	0	57,763,877	12,711,000,000	81,270,000,000	0000002488	0001387467	0001730168
2	remainder_Liabilities	0	0	2,900,806	1,752,762,250	4,058,600,000	0000002488	0000091668	0001835632
3	AssetsCurrent	6,293,000	14,777,004	603,597,522	22,008,000,000	47,324,000,000	0000890394	0001039399	0000050863
4	AssetsNonCurrent	0	0	23,615,556	3,636,000,000	7,475,000,000	0000724910	0001387467	0000050863
5	IntangibleAssets	0	0	243,116,853	30,411,809,750	138,456,000,000	0000724910	0001451809	0001730168
6	PropertyPlantAndEquipmentNet	0	352,192	148,549,264	6,897,012,250	107,919,000,000	0000724910	0000833640	0000050863
7	remainder_Assets	0	1,549,750	84,709,540	2,259,564,000	7,427,000,000	0001730168	0001288469	0001045810
8	ResearchAndDevelopmentExpense	0	1,800,315	136,737,018	7,010,750,000	16,546,000,000	0000091668	0000056978	0000050863
9	SellingGeneralAndAdministrativeExpense	0	2,752,446	140,076,514	2,686,250,000	5,507,000,000	0000724910	0001039399	0000050863
10	AmortizationOfIntangibleAssets	0	0	0	15,916,250	9,267,000,000	0000002488	0000006281	0001730168
11	remainder_Expenses	-227,558,000	115,602	364,640,154	20,553,750,000	50,749,000,000	0001280452	0000817720	0000050863
12	remainder_Revenues	0	9,601,500	718,033,403	33,275,500,000	60,922,000,000	0001481028	0001493594	0001045810
13	remainder_NetIncome	-255,458,000	-129,742,250	3,673,177	505,000,000	846,000,000	0000006281	0001124796	0001045810
14	remainder_ComprehensiveNetIncome	-59,000,000	-19,000,000	0	75,790,750	203,435,000	0000002488	0000004127	0001616533

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	759,514	3,297,880	280,645,480	23,133,750,000	97,967,000,000	0001481028	0000056978	0001730168
1	Assets	7,206,000	24,878,392	1,231,514,184	69,273,500,000	196,485,000,000	0000890394	0000056978	0000050863
2	Expenses	5,001,300	13,760,452	700,422,203	26,805,250,000	72,802,000,000	0001481028	0001039399	0000050863
3	Revenues	0	9,601,500	718,033,403	33,275,500,000	60,922,000,000	0001481028	0001493594	0001045810
4	StockholdersEquity	-1,188,000	14,755,273	857,827,962	49,334,500,000	160,819,000,000	0001667011	0000895419	0000050863
5	NetIncome	-19,233,000,000	-881,500,000	-8,933,968	5,073,000,000	29,760,000,000	0000050863	0000889971	0001045810
6	ComprehensiveNetIncome	-19,252,000,000	-871,100,000	-5,949,027	5,121,750,000	29,830,000,000	0000050863	0000882508	0001045810
7	BaseVar	33,681,093	59,725,894	3,683,422,789	164,515,900,000	358,112,350,000	0001507957	0000056978	0000050863
8	EconomicCapitalRatiobeforeLimitedLiability	-6.03	-1.13	2.31	4.39	6.91	0000890394	0000723125	0001280452
9	EconomicCapitalRatio	0.0000000418	0.334	2.36	4.39	6.91	0000890394	0000723125	0001280452

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	-1.48	-0.458	0.0463	0.391	0.835	0000882508	0000912093	0000724910
1	LiabilitiesNonCurrent	-1.76	-1.08	0.130	0.760	0.892	0001730168	0001040161	0000724910
2	remainder_Liabilities	-0.982	-0.755	0.163	0.440	0.519	0000912093	0000097476	0001045810
3	AssetsCurrent	-0.754	-0.584	-0.0812	0.591	2.82	0000808326	0001667011	0001481028
4	AssetsNonCurrent	-0.0768	-0.0667	-0.00533	0.0538	0.103	0001398805	0001045810	0000097476
5	IntangibleAssets	-0.655	-0.447	-0.0812	1.11	1.50	0000808326	0001039399	0000006281
6	PropertyPlantAndEquipmentNet	-0.525	-0.244	-0.0555	0.472	0.990	0000808326	0001807794	0000050863
7	remainder_Assets	-1.29	-0.267	-0.0488	0.208	1.08	0000724910	0001158114	0001831651
8	ResearchAndDevelopmentExpense	-1.18	-0.945	0.0795	0.730	0.858	0001507957	0001325702	0001398805
9	SellingGeneralAndAdministrativeExpense	-0.873	-0.424	0.0478	0.563	0.753	0001507957	0001616533	0001398805
10	AmortizationOfIntangibleAssets	-0.288	-0.0434	0.0141	0.0236	0.0270	0001821769	0001604778	0000772406
11	remainder_Expenses	-2.80	-1.91	0.0338	0.622	1.89	0001398805	0000002488	0001280452
12	remainder_Revenues	-1.53	-1.21	0.136	0.980	1.85	0001507957	0001616533	0001045810
13	remainder_NetIncome	-0.834	-0.177	0.0229	0.201	0.640	0001481028	0001097864	0001821769
14	remainder_ComprehensiveNetIncome	-0.120	-0.0479	-0.00734	0.0325	0.406	0001398805	0001821769	0001616533

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Liabilities	-1.94	-1.28	0.115	1.30	1.93	0000895419	0001040161	0000724910
1	Assets	-1.69	-1.10	-0.0351	0.602	2.24	0000890394	0001831651	0001481028
2	Expenses	-1.69	-1.08	0.00588	0.839	1.83	0000088941	0000912093	0001280452
3	Revenues	-1.53	-1.21	0.136	0.980	1.85	0001507957	0001616533	0001045810
4	StockholdersEquity	-2.57	-2.11	-0.192	1.46	2.30	0001819974	0001039399	0001481028
5	NetIncome	-2.83	-1.82	0.222	1.76	3.63	0001507957	0001730168	0001280452
6	ComprehensiveNetIncome	-2.83	-1.83	0.248	1.77	3.58	0001507957	0001463101	0001280452
7	BaseVar	nan	nan	nan	nan	nan	0000002488	0001045810	0000002488
8	EconomicCapitalRatiobeforeLimitedLiability	-2.10	-1.77	0.264	2.29	4.81	0000890394	0000723125	0001280452
9	EconomicCapitalRatio	-2.38	-2.04	-0.0138	2.01	4.53	0000890394	0000723125	0001280452

Estimates

Parameter	Value	Min	Max
PresentValueFactor	3.83	1.0	15.0
BalanceFactor	2.34	0.5	5.0
OCIFactor	1.0	0.5	1.0
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	1.05	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	nan	nan	nan	1,622,807,346.0	nan	nan
0000004127	Skyworks Solutions INC	Skywork	SWKS	2010	28.5300	1.0000	28.5300	nan	nan	nan
				2011	16.0400	1.0000	16.0400	187,889,808,000.0	3,013,752,520,320.00	2775.4995
				2012	20.2800	1.0000	20.2800	194,321,490.0	3,940,839,817.20	3.3295
				2013	27.9400	1.0000	27.9400	188,414,735.0	5,264,307,695.90	4.1053
				2014	73.1800	1.0000	73.1800	190,653,624.0	13,952,032,204.32	8.1706
				2015	78.7900	1.0000	78.7900	191,151,089.0	15,060,794,302.31	7.0389
				2016	77.0500	1.0000	77.0500	185,813,926.0	14,316,962,998.30	6.8676
				2017	95.8300	1.0000	95.8300	183,189,590.0	17,555,058,409.70	6.9094
				2018	66.8600	1.0000	66.8600	177,531,995.0	11,869,789,185.70	4.2694
				2019	120.4500	1.0000	120.4500	170,375,324.0	20,521,707,775.80	7.3863
				2020	150.5800	1.0000	150.5800	166,081,720.0	25,008,585,397.60	8.2681
				2021	154.2800	1.0000	154.2800	165,387,253.0	25,515,945,392.84	4.2941
				2022	90.2700	1.0000	90.2700	160,161,064.0	14,457,739,247.28	2.3549
				2023	112.5000	1.0000	112.5000	159,954,867.0	17,994,922,537.50	3.3416
				2024	nan	nan	nan	159,920,649.0	nan	nan
0000006281	Analog Devices INC	Analog	ADI	2010	37.6500	1.0000	37.6500	nan	nan	nan
				2011	35.6900	1.0000	35.6900	297,960,718.0	10,634,218,025.42	3.1463
				2012	42.0900	1.0000	42.0900	301,389,176.0	12,685,470,417.84	3.5854
				2013	50.6200	1.0000	50.6200	311,045,084.0	15,745,102,152.08	3.9249
				2014	56.4700	1.0000	56.4700	311,204,926.0	17,573,742,171.22	3.9221
				2015	56.2800	1.0000	56.2800	312,060,682.0	17,562,775,182.96	3.8810
				2016	73.5000	1.0000	73.5000	308,170,560.0	22,650,536,160.00	4.2046
				2017	88.6500	1.0000	88.6500	368,635,788.0	32,679,562,606.20	2.0348
				2018	84.8500	1.0000	84.8500	370,159,553.0	31,408,038,072.05	2.1001
				2019	119.0100	1.0000	119.0100	368,302,369.0	43,831,664,934.69	2.8210
				2020	144.3800	1.0000	144.3800	369,484,899.0	53,346,229,717.62	3.4483
				2021	173.5200	1.0000	173.5200	525,330,672.0	91,155,378,205.44	2.7353
				2022	164.0000	1.0000	164.0000	509,295,941.0	83,524,534,324.00	2.6045
				2023	198.1900	1.0000	198.1900	496,261,678.0	98,354,101,962.82	3.1716
				2024	nan	nan	nan	496,296,854.0	nan	nan
0000006951	Applied Materials INC DE	Applied	AMAT	2010	14.0300	1.0000	14.0300	nan	nan	nan
				2011	10.5700	1.0000	10.5700	1,305,637,099.0	13,800,584,136.43	1.4594
				2012	11.3600	1.0000	11.3600	1,197,659,704.0	13,605,414,237.44	1.6036
				2013	17.4100	1.0000	17.4100	1,204,183,467.0	20,964,834,160.47	2.4667
				2014	25.2000	1.0000	25.2000	1,221,471,983.0	30,781,093,971.60	3.3319
				2015	18.8600	1.0000	18.8600	1,149,133,389.0	21,672,655,716.54	1.8843
				2016	32.6400	1.0000	32.6400	1,076,570,134.0	35,139,249,173.76	3.2000
				2017	51.9800	1.0000	51.9800	1,056,340,714.0	54,908,590,313.72	3.7236
				2018	31.5400	1.0000	31.5400	958,606,093.0	30,234,436,173.22	2.1064
				2019	61.0600	1.0000	61.0600	915,304,098.0	55,888,468,223.88	3.7466
				2020	85.8600	1.0000	85.8600	914,344,189.0	78,505,592,067.54	4.6009
				2021	156.4300	1.0000	156.4300	888,513,248.0	138,990,127,384.64	7.0546
				2022	97.4900	1.0000	97.4900	844,139,722.0	82,295,181,497.78	3.9893
				2023	162.0600	1.0000	162.0600	831,067,105.0	134,682,735,036.30	5.9714
				2024	nan	nan	nan	813,684,638.0	nan	nan
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	20.2000	1.0000	20.2000	nan	nan	nan
				2010	20.9800	1.0000	20.9800	nan	nan	nan
				2011	24.1200	1.0000	24.1200	5,092,000,000.0	122,819,040,000.00	2.9549
				2012	20.6400	1.0000	20.6400	4,976,000,000.0	102,704,640,000.00	2.1127
				2013	25.3800	1.0000	25.3800	4,971,000,000.0	126,163,980,000.00	2.3816
				2014	37.1000	1.0000	37.1000	4,835,000,000.0	179,378,500,000.00	3.3226
				2015	34.9200	1.0000	34.9200	4,719,000,000.0	164,787,480,000.00	2.7758
				2016	36.9100	1.0000	36.9100	4,739,000,000.0	174,916,490,000.00	2.6179
				2017	46.2400	1.0000	46.2400	4,680,000,000.0	216,403,200,000.00	3.0767
				2018	46.2700	1.0000	46.2700	4,564,000,000.0	211,176,280,000.00	2.9214
				2019	59.3200	1.0000	59.3200	4,350,000,000.0	258,042,000,000.00	3.2492
				2020	47.2600	1.0000	47.2600	4,098,000,000.0	193,671,480,000.00	2.1782
				2021	51.4100	1.0000	51.4100	4,067,000,000.0	209,084,470,000.00	2.1347
				2022	26.3200	1.0000	26.3200	4,127,000,000.0	108,622,640,000.00	1.0139
				2023	47.5400	1.0000	47.5400	4,216,000,000.0	200,428,640,000.00	1.8252
				2024	nan	nan	nan	4,313,000,000.0	nan	nan
0000056978	Kulicke Soffa Industries INC	Kulicke	KLIC	2011	9.2500	1.0000	9.2500	73,658,871.0	681,344,556.75	1.3808
				2012	11.7300	1.0000	11.7300	75,051,007.0	880,348,312.11	1.7829
				2013	13.1400	1.0000	13.1400	75,969,839.0	998,243,684.46	1.9773
				2014	14.4900	1.0000	14.4900	76,988,338.0	1,115,561,017.62	2.0289
				2015	12.0500	1.0000	12.0500	70,694,772.0	851,872,002.60	1.6422
				2016	16.1400	1.0000	16.1400	70,881,792.0	1,144,032,122.88	1.9752
				2017	24.3500	1.0000	24.3500	70,603,793.0	1,719,202,359.55	2.4052
				2018	19.3400	1.0000	19.3400	67,171,963.0	1,299,105,764.42	1.7418
				2019	26.9900	1.0000	26.9900	63,028,039.0	1,701,126,772.61	2.4474
				2020	32.7500	1.0000	32.7500	62,029,334.0	2,031,460,688.50	3.0066
				2021	57.7600	1.0000	57.7600	62,421,143.0	3,605,445,219.68	3.4204
				2022	44.6200	1.0000	44.6200	57,018,988.0	2,544,187,244.56	2.5663
				2023	54.9000	1.0000	54.9000	56,720,044.0	3,113,930,415.60	3.4122
				2024	nan	nan	nan	53,871,256.0	nan	nan
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
0000070530	National Semiconductor CORP	Nationa	nan	2010	nan	nan	nan	nan	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	nan	nan	nan	75,682,863.0	nan	nan
0000091668	Solitron Devices INC	Solitro	SODI	2011	3.2000	1.0000	3.2000	2,267,775.0	7,256,880.00	1.0304
				2013	4.2300	1.0000	4.2300	2,177,832.0	9,212,229.36	1.3194
				2014	4.2800	1.0000	4.2800	2,185,832.0	9,355,360.96	1.3621
				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	nan	nan	nan	2,083,436.0	nan	nan
0000093205	Living 3D Holdings INC	Living	nan	2012	nan	nan	nan	69,703,480.0	nan	nan
				2013	nan	nan	nan	69,703,480.0	nan	nan
				2014	nan	nan	nan	69,703,480.0	nan	nan
				2015	nan	nan	nan	69,703,480.0	nan	nan
				2016	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	25.5600	1.0000	25.5600	nan	nan	nan
				2010	32.4500	1.0000	32.4500	nan	nan	nan
				2011	29.2300	1.0000	29.2300	1,142,649,874.0	33,399,655,817.02	2.2232
				2012	30.9200	1.0000	30.9200	1,120,802,980.0	34,655,228,141.60	2.3834
				2013	43.4000	1.0000	43.4000	1,094,563,114.0	47,504,039,147.60	3.5094
				2014	54.4700	1.0000	54.4700	1,056,299,947.0	57,536,658,113.09	4.5926
				2015	56.2900	1.0000	56.2900	1,014,412,071.0	57,101,255,476.59	5.0725
				2016	74.1000	1.0000	74.1000	999,485,728.0	74,061,892,444.80	6.6159
				2017	104.1400	1.0000	104.1400	985,560,591.0	102,636,279,946.74	8.2283
				2018	92.4500	1.0000	92.4500	960,543,238.0	88,802,222,353.10	7.0255
				2019	128.3800	1.0000	128.3800	934,775,441.0	120,006,471,115.58	8.8474
				2020	162.4700	1.0000	162.4700	917,942,130.0	149,138,057,861.10	10.1062
				2021	187.9300	1.0000	187.9300	923,526,047.0	173,558,250,012.71	9.6373
				2022	165.1200	1.0000	165.1200	907,571,712.0	149,858,241,085.44	7.5236
				2023	168.5700	1.0000	168.5700	908,204,093.0	153,095,963,957.01	6.4058
				2024	nan	nan	nan	912,216,614.0	nan	nan
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	6.2100	1.0000	6.2100	987,573,286.0	6,132,830,106.06	0.6241
				2012	6.3300	1.0000	6.3300	1,021,780,637.0	6,467,871,432.21	0.6391
				2013	21.7400	1.0000	21.7400	1,051,855,450.0	22,867,337,483.00	1.6204
				2014	34.9400	1.0000	34.9400	1,073,455,204.0	37,506,524,827.76	2.2482
				2015	14.3300	1.0000	14.3300	1,085,753,663.0	15,558,849,990.79	0.8891
				2016	22.1000	1.0000	22.1000	1,041,537,057.0	23,017,968,959.70	1.0919
				2017	43.0900	1.0000	43.0900	1,156,314,972.0	49,825,612,143.48	1.9473
				2018	31.4900	1.0000	31.4900	1,121,046,809.0	35,301,764,015.41	1.3200
				2019	54.2800	1.0000	54.2800	1,110,873,554.0	60,298,216,511.12	1.9800
				2020	71.0600	1.0000	71.0600	1,113,221,799.0	79,105,541,036.94	2.3144
				2021	93.0500	1.0000	93.0500	1,118,623,738.0	104,087,938,820.90	2.8220
				2022	50.4300	1.0000	50.4300	1,091,176,552.0	55,028,033,517.36	1.3313
				2023	85.4100	1.0000	85.4100	1,103,908,880.0	94,284,857,440.80	2.2346
				2024	nan	nan	nan	1,114,171,932.0	nan	nan
0000724910	NVE CORP NEW	NVE COR	NVEC	2011	56.8500	1.0000	56.8500	4,776,198.0	271,526,856.30	7.3682
				2012	54.3900	1.0000	54.3900	4,826,745.0	262,526,660.55	6.1915
				2013	56.7800	1.0000	56.7800	4,837,043.0	274,647,301.54	5.6316
				2014	69.7000	1.0000	69.7000	4,857,953.0	338,599,324.10	6.3632
				2015	56.9100	1.0000	56.9100	4,844,845.0	275,720,128.95	4.9423
				2016	70.8800	1.0000	70.8800	4,836,010.0	342,776,388.80	6.6915
				2022	65.6000	1.0000	65.6000	4,830,826.0	316,902,185.60	9.0068
				2023	79.6800	1.0000	79.6800	4,833,401.0	385,125,391.68	10.7838
				2024	nan	nan	nan	4,837,166.0	nan	nan
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
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	nan	nan	nan	53,139,913.0	nan	nan
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
0000802851	Logic Devices Inc	Logic D	nan	2011	nan	nan	nan	8,918,166.0	nan	nan
0000808326	Emcore CORP	Emcore	nan	2011	35.2000	0.0250	0.8800	94,067,694.0	82,779,570.72	0.6837
				2012	43.2000	0.1000	4.3200	26,378,745.0	113,956,178.40	0.8419
				2013	50.9000	0.1000	5.0900	30,029,975.0	152,852,572.75	1.2414
				2014	53.2500	0.1000	5.3200	31,149,792.0	165,716,893.44	1.2272
				2015	62.8500	0.1000	6.2800	25,711,928.0	161,470,907.84	1.7342
				2016	87.7500	0.1000	8.7800	26,245,113.0	230,432,092.14	3.1311
				2017	63.5000	0.1000	6.3500	27,128,382.0	172,265,225.70	2.0582
				2018	40.8000	0.1000	4.0800	27,607,194.0	112,637,351.52	1.3654
				2019	30.9500	0.1000	3.1000	28,904,853.0	89,605,044.30	1.2567
				2020	48.7500	0.1000	4.8800	29,560,754.0	144,256,479.52	1.6162
				2021	69.9500	0.1000	7.0000	36,990,099.0	258,930,693.00	2.3086
				2022	9.9500	0.1000	1.0000	37,603,331.0	37,603,331.00	0.2885
				2023	4.2500	0.1000	0.4300	77,172,167.0	33,184,031.81	0.3161
				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
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	nan	nan	nan	40,058,435.0	nan	nan
0000827054	Microchip Technology INC	Microch	MCHP	2009	14.5200	2.0000	29.0400	nan	nan	nan
				2010	17.1900	2.0000	34.3800	nan	nan	nan
				2011	18.1500	2.0000	36.3000	191,131,390.0	6,938,069,457.00	4.1931
				2012	16.2600	2.0000	32.5200	194,605,470.0	6,328,569,884.40	3.7979
				2013	22.0900	2.0000	44.1800	198,368,386.0	8,763,915,293.48	4.1802
				2018	35.4000	2.0000	70.8000	236,509,664.0	16,744,884,211.20	3.2592
				2019	52.4300	2.0000	104.8600	238,977,636.0	25,059,194,910.96	2.4181
				2020	68.4300	2.0000	136.8600	260,376,158.0	35,635,080,983.88	3.7388
				2021	86.9900	1.0000	86.9900	554,870,712.0	48,268,203,236.88	5.1112
				2022	70.3500	1.0000	70.3500	550,008,710.0	38,693,112,748.50	4.3973
				2023	90.9800	1.0000	90.9800	541,045,298.0	49,224,301,212.04	5.0515
				2024	nan	nan	nan	537,010,234.0	nan	nan
0000833640	Power Integrations INC	Power I	POWI	2010	20.3600	2.0000	40.7200	nan	nan	nan
				2011	16.6500	2.0000	33.3000	28,052,418.0	934,145,519.40	3.7378
				2012	16.6000	2.0000	33.2000	28,969,549.0	961,789,026.80	4.2072
				2013	27.2400	2.0000	54.4800	29,926,934.0	1,630,419,364.32	5.7596
				2014	26.1900	2.0000	52.3800	29,525,131.0	1,546,526,361.78	5.5560
				2015	24.6500	2.0000	49.3000	28,430,305.0	1,401,614,036.50	5.1298
				2016	34.1900	2.0000	68.3800	29,139,733.0	1,992,574,942.54	6.4006
				2017	37.1200	2.0000	74.2400	29,716,808.0	2,206,175,825.92	6.3544
				2018	30.0500	2.0000	60.1000	29,329,492.0	1,762,702,469.20	5.4210
				2019	49.0700	2.0000	98.1400	29,422,335.0	2,887,507,956.90	6.5391
				2020	79.3500	1.0000	79.3500	59,860,945.0	4,749,965,985.75	9.5349
				2021	90.5900	1.0000	90.5900	60,331,685.0	5,465,447,344.15	9.7864
				2022	71.9800	1.0000	71.9800	57,197,860.0	4,117,101,962.80	8.9021
				2023	83.7800	1.0000	83.7800	56,857,583.0	4,763,528,303.74	10.7354
				2024	nan	nan	nan	56,864,621.0	nan	nan
0000849502	Ramtron International CORP	Ramtron	nan	2011	nan	nan	nan	28,856,130.0	nan	nan
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	nan	nan	nan	137,971,192.0	nan	nan
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	8.6000	1.5270	13.1300	nan	nan	nan
				2011	3.8500	1.5270	5.8800	58,143,226.0	341,882,168.88	0.1342
				2012	3.5700	1.5270	5.4500	119,047,078.0	648,806,575.10	0.2279
				2014	16.9500	1.5270	25.8800	131,330,619.0	3,398,836,419.72	0.9565
				2016	4.6600	1.5270	7.1200	138,418,112.0	985,536,957.44	0.2423
				2017	5.8700	1.5270	8.9600	139,571,477.0	1,250,560,433.92	0.3579
				2018	3.3200	1.5270	5.0700	141,085,025.0	715,301,076.75	0.2944
				2019	5.1600	1.5270	7.8800	142,612,199.0	1,123,784,128.12	0.5203
				2021	20.7400	1.0000	20.7400	172,988,218.0	3,587,775,641.32	2.4859
				2022	18.8000	1.0000	18.8000	174,182,510.0	3,274,631,188.00	2.4082
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	nan	nan	nan	14,707,072.0	nan	nan
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
0000889423	Satcon Technology CORP	Satcon	nan	2011	nan	nan	nan	119,769,204.0	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	nan	nan	nan	39,664,887.0	nan	nan
0000890394	Peraso Inc	Peraso	PRSO	2011	23840.0000	1.0000	23840.0000	38,345,877.0	914,165,707,680.00	19495.7552
				2012	26720.0000	1.0000	26720.0000	39,906,910.0	1,066,312,635,200.00	28615.8558
				2013	44280.0000	1.0000	44280.0000	48,411,904.0	2,143,679,109,120.00	53219.4416
				2014	12680.0000	1.0000	12680.0000	49,777,187.0	631,174,731,160.00	22658.4840
				2015	9480.0000	1.0000	9480.0000	65,495,715.0	620,899,378,200.00	23633.9523
				2016	2640.0000	1.0000	2640.0000	66,306,047.0	175,047,964,080.00	8985.5738
				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	nan	nan	nan	nan	nan	nan
0000895419	Wolfspeed INC	Wolfspe	WOLF	2010	66.8300	1.0000	66.8300	nan	nan	nan
				2011	21.6500	1.0000	21.6500	116,099,017.0	2,513,543,718.05	1.9101
				2012	33.9900	1.0000	33.9900	116,283,450.0	3,952,474,465.50	2.6930
				2013	60.8700	1.0000	60.8700	120,702,745.0	7,347,176,088.15	4.4549
				2014	31.9300	1.0000	31.9300	119,445,374.0	3,813,890,791.82	2.0620
				2015	27.3900	1.0000	27.3900	103,045,259.0	2,822,409,644.01	1.6434
				2016	27.3200	1.0000	27.3200	99,704,078.0	2,723,915,410.96	1.7217
				2017	37.6100	1.0000	37.6100	101,758,035.0	3,827,119,696.35	2.4880
				2018	41.7600	1.0000	41.7600	102,559,333.0	4,282,877,746.08	2.6736
				2019	47.2700	1.0000	47.2700	107,709,722.0	5,091,438,558.94	2.8347
				2020	102.0600	1.0000	102.0600	110,340,000.0	11,261,300,400.00	5.1506
				2021	109.6500	1.0000	109.6500	116,217,170.0	12,743,212,690.50	5.3349
				2022	72.8800	1.0000	72.8800	124,213,276.0	9,052,663,554.88	3.3555
				2024	nan	nan	nan	127,713,305.0	nan	nan
0000899297	OPTI INC	OPTI IN	nan	2012	nan	nan	nan	11,645,903.0	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	nan	nan	nan	221,813,229.0	nan	nan
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	nan	nan	nan	106,575,437.0	nan	nan
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	nan	nan	nan	32,448,037.0	nan	nan
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	nan	nan	nan	77,450,635.0	nan	nan
0001040161	Pixelworks INC	Pixelwo	PXLW	2012	2.2200	1.0000	2.2200	18,400,783.0	40,849,738.26	1.8395
				2013	4.2800	1.0000	4.2800	21,970,545.0	94,033,932.60	3.4438
				2014	4.1000	1.0000	4.1000	23,144,320.0	94,891,712.00	3.6078
				2015	2.4900	1.0000	2.4900	27,622,281.0	68,779,479.69	2.2392
				2016	2.7700	1.0000	2.7700	28,656,137.0	79,377,499.49	3.7277
				2017	6.3800	1.0000	6.3800	34,251,900.0	218,527,122.00	4.5694
				2018	2.9000	1.0000	2.9000	36,606,885.0	106,159,966.50	2.4686
				2019	3.1700	1.0000	3.1700	38,321,611.0	121,479,506.87	2.9707
				2020	2.8800	1.0000	2.8800	42,036,203.0	121,064,264.64	2.6501
				2021	4.6300	1.0000	4.6300	53,227,496.0	246,443,306.48	3.4730
				2022	1.4300	1.0000	1.4300	54,856,039.0	78,444,135.77	1.1808
				2023	1.2500	1.0000	1.2500	56,693,517.0	70,866,896.25	1.1122
				2024	nan	nan	nan	58,938,408.0	nan	nan
0001045810	Nvidia CORP	Nvidia	NVDA	2009	0.4500	40.0000	18.0000	nan	nan	nan
				2010	0.3700	40.0000	14.8000	nan	nan	nan
				2011	0.3500	40.0000	14.0000	610,653,436.0	8,549,148,104.00	3.1173
				2012	0.3100	40.0000	12.4000	624,850,798.0	7,748,149,895.20	2.3720
				2013	0.3900	40.0000	15.6000	568,535,613.0	8,869,155,562.80	2.4200
				2014	0.5100	40.0000	20.4000	543,536,901.0	11,088,152,780.40	2.7176
				2015	0.8300	40.0000	33.2000	538,450,118.0	17,876,543,917.60	3.5605
				2016	2.6700	40.0000	106.8000	539,495,365.0	57,618,104,982.00	11.3287
				2017	4.9100	40.0000	196.4000	605,647,276.0	118,949,125,006.40	17.1333
				2018	3.3400	40.0000	133.6000	610,000,000.0	81,496,000,000.00	10.8561
				2019	5.9000	40.0000	236.0000	612,000,000.0	144,432,000,000.00	16.7652
				2020	13.1000	40.0000	524.0000	619,000,000.0	324,356,000,000.00	28.9276
				2021	29.5000	10.0000	295.0000	2,500,000,000.0	737,500,000,000.00	36.2487
				2022	15.2700	10.0000	152.7000	2,460,000,000.0	375,642,000,000.00	12.1662
				2023	49.3500	10.0000	493.5000	2,470,000,000.0	1,218,945,000,000.00	40.4525
				2024	nan	nan	nan	24,490,000,000.0	nan	nan
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	7.4200	1.0000	7.4200	nan	nan	nan
				2011	4.3600	1.0000	4.3600	181,152,701.0	789,825,776.36	0.3260
				2012	4.2100	1.0000	4.2100	152,744,347.0	643,053,700.87	0.2392
				2013	5.8500	1.0000	5.8500	217,841,787.0	1,274,374,453.95	0.4324
				2014	7.0200	1.0000	7.0200	237,278,142.0	1,665,692,556.84	0.5430
				2015	6.3700	1.0000	6.3700	237,363,257.0	1,512,003,947.09	0.4419
				2016	10.9500	1.0000	10.9500	237,694,980.0	2,602,760,031.00	0.7673
				2017	10.3200	1.0000	10.3200	239,279,604.0	2,469,365,513.28	0.6721
				2018	6.2700	1.0000	6.2700	239,532,959.0	1,501,871,652.93	0.4210
				2019	13.2300	1.0000	13.2300	239,783,075.0	3,172,330,082.25	0.8569
				2020	15.0600	1.0000	15.0600	242,446,149.0	3,651,239,003.94	0.9495
				2021	23.4200	1.0000	23.4200	244,525,131.0	5,726,778,568.02	1.2580
				2022	24.4300	1.0000	24.4300	244,974,654.0	5,984,730,797.22	1.2040
				2023	33.6600	1.0000	33.6600	245,768,114.0	8,272,554,717.24	1.7330
				2024	nan	nan	nan	246,631,060.0	nan	nan
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
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
0001059786	MIPS Technologies INC	MIPS Te	nan	2011	nan	nan	nan	52,921,077.0	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	nan	nan	nan	425,797,438.0	nan	nan
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	nan	nan	nan	43,248,080.0	nan	nan
0001122342	Alliance Fiber Optic Products INC	Allianc	nan	2013	nan	nan	nan	18,335,022.0	nan	nan
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	nan	nan	nan	48,429,356.0	nan	nan
0001126411	Surgline International INC	Surglin	nan	2012	nan	nan	nan	nan	nan	nan
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
0001138830	Authentec INC	Authent	nan	2011	nan	nan	nan	43,912,474.0	nan	nan
0001140486	Atheros Communications INC	Atheros	nan	2010	nan	nan	nan	nan	nan	nan
0001157780	Opnext INC	Opnext	nan	2011	nan	nan	nan	90,296,136.0	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	nan	nan	nan	45,078,203.0	nan	nan
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	SPIEF	2011	nan	0.1000	nan	184,413,923.0	nan	nan
				2012	nan	0.1000	nan	198,214,456.0	nan	nan
				2013	nan	0.1000	nan	198,214,456.0	nan	nan
				2014	nan	0.1000	nan	541,112,502.0	nan	nan
				2021	4.0000	1.0000	4.0000	23,863,064.0	95,452,256.00	0.4437
				2022	0.8500	1.0000	0.8500	28,841,236.0	24,515,050.60	0.1106
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
0001262200	Daystar Technologies INC	Daystar	nan	2011	nan	nan	nan	9,547,033.0	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	nan	nan	nan	107,057,732.0	nan	nan
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	nan	nan	nan	45,060,067.0	nan	nan
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	15.0700	1.0000	15.0700	33,694,064.0	507,769,544.48	3.3323
				2018	113.8900	1.0000	113.8900	42,412,000.0	4,830,302,680.00	10.2037
				2019	178.7400	1.0000	178.7400	43,439,000.0	7,764,286,860.00	13.6308
				2020	353.9800	1.0000	353.9800	45,097,000.0	15,963,436,060.00	22.0122
				2021	493.0600	1.0000	493.0600	46,093,000.0	22,726,614,580.00	23.5797
				2022	353.5100	1.0000	353.5100	46,942,000.0	16,594,466,420.00	13.5513
				2023	632.7600	1.0000	632.7600	47,912,000.0	30,316,797,120.00	21.5108
				2024	nan	nan	nan	48,780,000.0	nan	nan
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	nan	nan	nan	84,361,778.0	nan	nan
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
0001307873	Solar Enertech CORP	Solar E	nan	2011	nan	nan	nan	181,670,962.0	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	nan	nan	nan	37,202,783.0	nan	nan
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	0.0050	nan	51,011,035.0	nan	nan
				2013	nan	0.0050	nan	59,162,698.0	nan	nan
				2014	nan	0.0050	nan	15,357,073.0	nan	nan
				2015	nan	0.0050	nan	93,101,628.0	nan	nan
				2016	nan	0.0050	nan	214,934,518.0	nan	nan
				2017	nan	0.0050	nan	8,931,765,830.0	nan	nan
				2018	nan	0.0050	nan	42,523,847.0	nan	nan
				2020	nan	0.0050	nan	nan	nan	nan
				2021	nan	0.0050	nan	21,012,250,143.0	nan	nan
				2022	317.0000	0.0050	1.5800	33,930,812.0	53,610,682.96	3.2825
0001352341	Verigy Ltd	Verigy	nan	2010	nan	nan	nan	nan	nan	nan
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	nan	nan	nan	29,030,838.0	nan	nan
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	nan	nan	nan	14,773,901.0	nan	nan
0001410172	Rubicon Technology Inc	Rubicon	RBCN	2011	94.7000	0.1000	9.4700	22,574,679.0	213,782,210.13	1.4659
				2012	62.7500	0.1000	6.2800	22,537,296.0	141,534,218.88	1.0444
				2013	93.7500	0.1000	9.3800	22,658,679.0	212,538,409.02	2.0270
				2014	40.5500	0.1000	4.0600	26,151,731.0	106,176,027.86	1.0539
				2015	12.4500	0.1000	1.2500	26,203,535.0	32,754,418.75	0.5158
				2016	5.2000	0.1000	0.5200	26,828,821.0	13,950,986.92	0.5020
				2017	8.1100	1.0000	8.1100	2,732,682.0	22,162,051.02	1.2057
				2018	7.6100	1.0000	7.6100	2,741,699.0	20,864,329.39	1.1274
				2019	8.4100	1.0000	8.4100	2,706,463.0	22,761,353.83	1.2514
				2020	9.3600	1.0000	9.3600	2,421,822.0	22,668,253.92	1.3938
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	nan	nan	nan	28,778,128.0	nan	nan
0001421665	Solar Energy Initiatives Inc	Solar E	nan	2012	nan	nan	nan	nan	nan	nan
0001431959	META Materials INC	META Ma	nan	2014	164.0000	0.0050	0.8200	23,202,941.0	19,026,411.62	0.7734
				2020	125.0000	0.0050	0.6200	99,327,673.0	61,583,157.26	2.3808
				2021	267.0000	0.0100	2.6700	281,200,905.0	750,806,416.35	2.8155
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
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	nan	nan	nan	23,361,995.0	nan	nan
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	nan	nan	nan	135,106,623.0	nan	nan
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
				2013	0.0100	1.0000	0.0100	248,123,318.0	2,481,233.18	2.9324
				2014	0.0200	1.0000	0.0200	448,562,529.0	8,971,250.58	1.9514
				2015	0.0200	1.0000	0.0200	510,893,000.0	10,217,860.00	1.3682
				2016	0.0100	1.0000	0.0100	638,911,317.0	6,389,113.17	1.5737
				2017	0.0000	1.0000	0.0000	734,341,728.0	0.00	1.6028
				2018	0.0100	1.0000	0.0100	885,073,787.0	8,850,737.87	1.4522
				2020	0.1000	1.0000	0.1000	2,280,040,994.0	228,004,099.40	7.4886
				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	nan	nan	nan	5,128,745,974.0	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	nan	nan	nan	72,399,645.0	nan	nan
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	nan	nan	nan	8,147,776.0	nan	nan
0001556898	Techpoint Inc	Techpoi	THPTF	2017	nan	1.0000	nan	17,021,905.0	nan	nan
				2018	nan	1.0000	nan	17,282,347.0	nan	nan
				2019	nan	1.0000	nan	17,474,907.0	nan	nan
				2020	nan	1.0000	nan	nan	nan	nan
				2021	19.7500	1.0000	19.7500	17,907,786.0	353,678,773.50	9.8164
				2022	19.7500	1.0000	19.7500	18,194,152.0	359,334,502.00	8.5756
0001571636	Nanoflex Power Corp	Nanofle	nan	2015	nan	nan	nan	50,615,117.0	nan	nan
0001571636	Nanoflex Power Corp	Nanofle	nan	2016	nan	nan	nan	59,309,087.0	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
0001585854	Sunedison Semiconductor Ltd	Sunedis	nan	2015	nan	nan	nan	nan	nan	nan
0001596089	Eteris B V	Eteris	nan	2014	nan	nan	nan	nan	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	nan	nan	nan	94,526,698.0	nan	nan
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	nan	nan	nan	53,289,867.0	nan	nan
0001634447	ISUN INC	ISUN IN	nan	2016	10.1600	0.0500	0.5100	5,169,500.0	2,636,445.00	0.1242
				2017	10.2100	0.0500	0.5100	5,169,500.0	2,636,445.00	0.1201
				2018	11.0100	0.0500	0.5500	2,005,567.0	1,103,061.85	0.1893
				2019	2.4800	0.0500	0.1200	5,555,958.0	666,714.96	0.0503
				2020	6.2400	0.0500	0.3100	5,312,220.0	1,646,788.20	0.1096
				2021	6.6000	0.0500	0.3300	11,050,476.0	3,646,657.08	0.0494
				2022	1.3200	0.0500	0.0700	15,227,582.0	1,065,930.74	0.0174
				2023	0.3100	0.0500	0.0200	37,544,216.0	750,884.32	0.0098
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	nan	nan	nan	33,733,340.0	nan	nan
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	nan	nan	nan	40,177,393.0	nan	nan
0001682149	Datavault AI Inc	Datavau	DVLT	2018	1053000.0000	1.0000	1053000.0000	15,366,327.0	16,180,742,331,000.00	4627291.9719
				2019	178500.0000	1.0000	178500.0000	24,570,247.0	4,385,789,089,500.00	1196178.6689
				2020	46425.0000	1.0000	46425.0000	nan	nan	nan
				2021	20775.0000	1.0000	20775.0000	15,803,940.0	328,326,853,500.00	29308.3556
				2022	1500.0000	1.0000	1500.0000	17,119,353.0	25,679,029,500.00	2062.5727
				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	1.0000	nan	1,000,000.0	nan	nan
				2020	3.5000	1.0000	3.5000	35,266,496.0	123,432,736.00	3.8443
				2022	5.3800	1.0000	5.3800	56,642,715.0	304,737,806.70	9.2441
0001730168	Broadcom Inc	Broadco	AVGO	2020	43.1700	10.0000	431.7000	406,713,118.0	175,578,053,040.60	2.7440
				2021	66.4900	10.0000	664.9000	412,873,968.0	274,519,901,323.20	4.3525
				2022	55.3300	10.0000	553.3000	417,886,140.0	231,216,401,262.00	3.7358
				2023	112.6700	10.0000	1126.7000	468,140,569.0	527,453,979,092.30	8.6659
				2024	nan	nan	nan	4,687,356,156.0	nan	nan
0001781405	Odyssey Semiconductor Technologies Inc	Odyssey	nan	2019	nan	1.0000	nan	nan	nan	nan
				2020	3.5000	1.0000	3.5000	11,338,411.0	39,684,438.50	28.5806
				2021	1.9000	1.0000	1.9000	12,726,911.0	24,181,130.90	11.0630
				2022	1.1600	1.0000	1.1600	12,726,911.0	14,763,216.76	2.9766
0001803696	Adeia Inc	Adeia I	ADEA	2020	8.9500	1.0000	8.9500	105,707,630.0	946,083,288.50	0.4790
				2021	8.3300	1.0000	8.3300	104,530,342.0	870,737,748.86	0.4836
				2022	9.4700	1.0000	9.4700	105,059,079.0	994,909,478.13	0.9392
0001807794	Credo Technology Group Holding Ltd	Credo T	CRDO	2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	146,761,687.0	nan	nan
				2023	nan	nan	nan	150,659,346.0	nan	nan
				2024	nan	nan	nan	167,239,070.0	nan	nan
0001813658	Tempo Automation Holdings Inc	Tempo A	nan	2021	nan	1.0000	nan	23,000,000.0	nan	nan
0001813658	Tempo Automation Holdings Inc	Tempo A	nan	2022	nan	1.0000	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	nan	nan	nan	47,655,998.0	nan	nan
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	nan	nan	nan	186,796,500.0	nan	nan
0001828161	FTC Solar Inc	FTC Sol	FTCI	2021	7.5000	1.0000	7.5000	84,984,645.0	637,384,837.50	3.7171
0001828161	FTC Solar Inc	FTC Sol	FTCI	2022	2.4600	1.0000	2.4600	103,285,455.0	254,082,219.30	2.5114
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	nan	nan	nan	166,699,123.0	nan	nan
0001832487	Guerrilla RF Inc	Guerril	GUER	2021	nan	0.1670	nan	5,000,000.0	nan	nan
				2022	9.0900	0.1670	1.5200	33,716,474.0	51,249,040.48	3.3049
				2023	2.8300	1.0000	2.8300	7,889,896.0	22,328,405.68	0.9968
				2024	nan	nan	nan	10,219,930.0	nan	nan
0001835632	Marvell Technology Inc	Marvell	MRVL	2021	87.5800	1.0000	87.5800	843,800,000.0	73,900,004,000.00	11.2882
				2022	37.1300	1.0000	37.1300	853,200,000.0	31,679,316,000.00	2.2219
				2023	60.2500	1.0000	60.2500	864,500,000.0	52,086,125,000.00	3.5424
				2024	nan	nan	nan	865,300,000.0	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 2009-2024

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