QA: us_advertising 2010-2025

Ranks across the years

	name	name_short	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2010-val	2011-val	2012-val	2013-val	2014-val	2015-val	2016-val	2017-val	2018-val	2019-val	2020-val	2021-val	2022-val	2023-val	2024-val	2025-val	2010->2011	2011->2012	2012->2013	2013->2014	2014->2015	2015->2016	2016->2017	2017->2018	2018->2019	2019->2020	2020->2021	2021->2022	2022->2023	2023->2024	2024->2025
0001705110	Angi Inc	Angi In	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	1	1	3	4	4	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	148.68	162.30	159.60	159.23	149.51	144.32	150.82	157.58	157.41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	0	0	2	1	0	-3	0
0001576427	Criteo S A	Criteo	NaN	NaN	NaN	NaN	NaN	NaN	7	2	6	5	3	6	9	10	2	2	NaN	NaN	NaN	NaN	NaN	NaN	116.35	130.88	126.81	123.92	130.86	125.80	104.80	108.91	112.35	123.22	NaN	NaN	NaN	NaN	NaN	NaN	-5	4	-1	-2	3	3	1	-8	0
0001872525	Stran Company Inc	Stran C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	4	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	125.72	109.99	121.52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-1
0000029989	Omnicom Group INC	Omnicom	2	7	9	9	11	9	10	7	10	6	7	11	8	11	3	4	108.81	108.21	111.98	109.49	108.02	100.20	104.07	106.47	103.48	106.59	108.04	108.64	109.29	108.35	110.34	106.64	5	2	0	2	-2	1	-3	3	-4	1	4	-3	3	-8	1
0001588014	ADM Endeavors INC	ADM End	NaN	NaN	NaN	NaN	22	NaN	NaN	NaN	17	2	4	2	7	7	6	5	NaN	NaN	NaN	NaN	45.97	NaN	NaN	NaN	67.86	140.69	120.15	151.33	119.72	119.52	106.45	99.19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-15	2	-2	5	0	-1	-1
0001556739	Thryv Holdings Inc	Thryv H	NaN	NaN	NaN	NaN	10	NaN	NaN	NaN	NaN	NaN	10	12	11	17	11	6	NaN	NaN	NaN	NaN	111.37	NaN	NaN	NaN	NaN	NaN	92.60	94.23	98.08	67.91	78.73	93.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-1	6	-6	-5
0000876883	Stagwell Inc	Stagwel	NaN	10	NaN	NaN	19	18	18	13	19	15	19	16	13	15	9	7	NaN	68.26	NaN	NaN	68.11	67.53	67.28	78.11	67.75	68.18	66.34	86.12	87.13	85.33	83.32	84.11	NaN	NaN	NaN	NaN	-1	0	-5	6	-4	4	-3	-3	2	-6	-2
0000829323	Inuvo Inc	Inuvo I	NaN	13	NaN	NaN	NaN	8	NaN	11	14	11	6	8	18	16	10	8	NaN	53.79	NaN	NaN	NaN	107.52	NaN	89.38	76.50	85.59	110.51	118.15	76.98	75.58	82.70	78.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-3	-5	2	10	-2	-6	-2
0001133311	TRAVELZOO	TRAVELZ	NaN	6	7	12	6	7	6	8	9	7	16	18	14	12	7	9	NaN	121.03	135.60	95.08	136.67	115.14	117.78	104.82	108.79	106.26	68.00	69.70	86.23	102.52	96.68	75.17	NaN	1	5	-6	1	-1	2	1	-2	9	2	-4	-2	-5	2
0001460329	Fluent Inc	Fluent	NaN	NaN	NaN	NaN	12	10	5	6	7	4	2	7	21	20	13	10	NaN	NaN	NaN	NaN	94.63	98.86	126.27	113.96	126.36	127.71	133.04	125.49	64.40	64.46	67.80	67.53	NaN	NaN	NaN	NaN	-2	-5	1	1	-3	-2	5	14	-1	-7	-3
0001490281	Groupon Inc	Groupon	NaN	NaN	NaN	NaN	14	NaN	13	12	13	10	17	13	19	18	12	11	NaN	NaN	NaN	NaN	92.77	NaN	68.29	79.60	85.64	86.34	67.50	91.56	66.42	67.70	69.36	67.18	NaN	NaN	NaN	NaN	NaN	NaN	-1	1	-3	7	-4	6	-1	-6	-1
0001334978	Clear Channel Outdoor Holdings Inc	Clear C	NaN	1	1	2	2	2	NaN	NaN	NaN	NaN	21	24	20	21	15	12	NaN	159.02	154.59	156.16	154.71	148.78	NaN	NaN	NaN	NaN	65.31	64.80	65.36	64.43	64.24	64.72	NaN	0	1	0	0	NaN	NaN	NaN	NaN	NaN	3	-4	1	-6	-3
0001840102	Specificity INC	Specifi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	28	NaN	NaN	13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3.64	0.00	NaN	NaN	63.07	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN
0001539850	Starco Brands Inc	Starco	NaN	NaN	NaN	NaN	29	28	NaN	21	25	23	9	28	3	19	14	14	NaN	NaN	NaN	NaN	0.42	0.00	NaN	23.94	12.86	37.99	102.51	29.63	147.30	64.64	64.47	51.37	NaN	NaN	NaN	NaN	-1	NaN	NaN	4	-2	-14	19	-25	16	-5	0
0001084267	Mobiquity Technologies Inc	Mobiqui	NaN	NaN	NaN	23	28	26	24	NaN	28	25	27	30	27	22	17	15	NaN	NaN	NaN	14.43	1.47	8.31	4.64	NaN	0.00	3.41	27.36	0.03	2.81	28.35	38.87	21.02	NaN	NaN	NaN	5	-2	-2	NaN	NaN	-3	2	3	-3	-5	-5	-2
0001392694	Surgepays Inc	Surgepa	NaN	NaN	NaN	NaN	NaN	20	23	17	20	21	26	25	17	2	18	16	NaN	NaN	NaN	NaN	NaN	60.30	22.47	61.68	60.82	49.99	33.45	59.84	77.84	179.78	14.13	3.87	NaN	NaN	NaN	NaN	NaN	3	-6	3	1	5	-1	-8	-15	16	-2
0000051644	Interpublic Group OF Companies INC	Interpu	3	9	13	14	15	NaN	NaN	NaN	NaN	12	12	15	12	13	8	NaN	87.66	88.88	86.29	84.11	84.59	NaN	NaN	NaN	NaN	84.75	83.19	86.72	88.07	90.32	87.48	NaN	6	4	1	1	NaN	NaN	NaN	NaN	NaN	0	3	-3	1	-5	NaN
0001080034	Conversant INC	Convers	1	5	5	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	157.10	136.98	139.69	136.23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	0	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000934796	Network CN INC	Network	NaN	16	19	20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	26	NaN	NaN	NaN	NaN	29.31	45.58	21.83	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	32.15	NaN	NaN	NaN	NaN	3	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001078099	Meet Group Inc	Meet Gr	NaN	4	NaN	5	3	1	1	9	4	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	137.08	NaN	139.17	153.59	169.06	191.99	101.44	136.87	139.56	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-2	0	8	-5	-1	NaN	NaN	NaN	NaN	NaN	NaN
0001083243	NZCH Corp	NZCH Co	NaN	3	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	155.12	141.41	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	NaN
0001091325	China YIDA Holding CO	China Y	NaN	2	6	10	13	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	156.62	135.97	107.13	93.98	85.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	4	3	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001100202	Lenco Mobile INC	Lenco M	NaN	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	61.57	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
0001297336	Reachlocal Inc	Reachlo	NaN	8	11	11	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	103.40	103.93	100.10	68.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	0	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001377630	National Cinemedia Inc	Nationa	NaN	11	15	16	NaN	16	16	15	18	16	20	23	22	1	NaN	NaN	NaN	67.19	67.03	68.20	NaN	68.08	68.08	68.41	67.80	67.85	66.25	64.87	63.33	273.77	NaN	NaN	NaN	4	1	NaN	NaN	0	-1	3	-2	4	3	-1	-21	NaN	NaN
0001392121	Coyote Resources Inc	Coyote	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.55	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
0001419995	DNA Brands INC	DNA Bra	NaN	18	22	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.87	3.79	5.40	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001455206	RVUE Holdings INC	RVUE Ho	NaN	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.02	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
0001495231	IZEA Worldwide Inc	IZEA Wo	NaN	17	21	18	7	15	17	16	16	13	8	4	5	5	5	NaN	NaN	11.68	6.52	42.28	133.36	68.10	68.06	67.70	68.24	82.13	106.83	144.24	140.62	138.04	106.81	NaN	NaN	4	-3	-11	8	2	-1	0	-3	-5	-4	1	0	0	NaN
0001534298	Zenovia Digital Exchange Corp	Zenovia	NaN	14	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	43.99	50.52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000875355	Bloomia Holdings INC	Bloomia	NaN	NaN	2	3	4	4	8	3	5	9	13	20	1	8	NaN	NaN	NaN	NaN	143.89	153.81	146.31	147.59	109.24	127.30	136.42	96.39	79.35	67.81	173.03	117.83	NaN	NaN	NaN	NaN	1	1	0	4	-5	2	4	4	7	-19	7	NaN	NaN
0000883293	Valassis Communications INC	Valassi	NaN	NaN	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	99.39	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
0000886475	mktg inc	mktg in	NaN	NaN	10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	107.53	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
0001084332	Salon Media Group INC	Salon M	NaN	NaN	20	19	23	24	20	NaN	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	26.72	23.95	41.04	23.77	39.37	NaN	15.09	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	4	1	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001298978	Market Leader Inc	Market	NaN	NaN	8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	121.61	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
0001372375	Millennial Media Inc	Millenn	NaN	NaN	4	4	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	140.09	140.76	82.75	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001428397	Adaptive Medias Inc	Adaptiv	NaN	NaN	24	24	25	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	7.00	28.44	0.02	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	1	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001491778	Angie s List Inc	Angie s	NaN	NaN	17	17	20	13	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	62.14	64.61	67.61	73.07	68.25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	3	-7	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001499618	Energy Today INC	Energy	NaN	NaN	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67.49	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
0001527190	National Cinemedia LLC	Nationa	NaN	NaN	16	15	NaN	17	15	14	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	65.66	68.22	NaN	67.99	68.12	70.23	68.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	-2	-1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001538217	SRAX Inc	SRAX In	NaN	NaN	23	13	17	14	12	10	2	19	15	26	NaN	NaN	NaN	NaN	NaN	NaN	0.10	86.48	68.26	68.37	77.05	100.59	159.59	61.08	68.24	54.99	NaN	NaN	NaN	NaN	NaN	NaN	-10	4	-3	-2	-2	-8	17	-4	11	NaN	NaN	NaN	NaN
0001375796	Telaria Inc	Telaria	NaN	NaN	NaN	8	8	11	11	5	12	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	130.03	127.73	91.28	96.23	117.61	86.75	81.44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	3	0	-6	7	2	NaN	NaN	NaN	NaN	NaN	NaN
0001393631	Xhibit Corp	Xhibit	NaN	NaN	NaN	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001415624	YuMe Inc	YuMe In	NaN	NaN	NaN	7	9	6	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	136.13	125.64	118.31	127.02	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-3	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001442376	Total Sports Media Inc	Total S	NaN	NaN	NaN	21	24	23	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20.26	38.86	36.08	27.91	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-1	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001475274	Retailmenot Inc	Retailm	NaN	NaN	NaN	1	1	3	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	157.76	155.25	147.83	147.06	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	2	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001088638	Mastermind INC	Masterm	NaN	NaN	NaN	NaN	27	NaN	NaN	NaN	NaN	NaN	5	1	NaN	3	NaN	NaN	NaN	NaN	NaN	NaN	3.73	NaN	NaN	NaN	NaN	NaN	117.65	165.20	NaN	156.44	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	NaN	NaN	NaN	NaN
0001115128	Quotient Technology Inc	Quotien	NaN	NaN	NaN	NaN	5	5	3	4	8	8	11	14	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	141.45	138.69	146.89	122.03	113.55	101.99	90.69	90.36	85.42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	-2	1	4	0	3	3	1	NaN	NaN	NaN
0001509477	Nownews Digital Media Technology Co Ltd	Nownews	NaN	NaN	NaN	NaN	21	19	25	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	48.08	62.07	4.00	9.79	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	6	-3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001615780	Teardroppers Inc	Teardro	NaN	NaN	NaN	NaN	26	25	22	19	22	22	24	27	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4.08	23.30	22.76	39.39	36.28	39.90	36.49	31.26	51.41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	-3	-3	3	0	2	3	-4	NaN	NaN	NaN
0001343465	Sun Pacific Holding Corp	Sun Pac	NaN	NaN	NaN	NaN	NaN	22	19	NaN	26	17	22	10	24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	41.38	43.17	NaN	12.16	64.39	62.53	115.29	33.77	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	-9	5	-12	14	NaN	NaN	NaN
0001346655	CMG Holdings Group INC	CMG Hol	NaN	NaN	NaN	NaN	NaN	21	NaN	NaN	NaN	NaN	14	5	10	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	51.94	NaN	NaN	NaN	NaN	68.26	142.11	99.55	85.97	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-9	5	4	NaN	NaN
0001516079	US China Biomedical Technology Inc	US Chin	NaN	NaN	NaN	NaN	NaN	NaN	26	23	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.05	0.01	2.47	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001609139	Innerscope Hearing Technologies INC	Innersc	NaN	NaN	NaN	NaN	NaN	NaN	9	20	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	108.06	37.71	30.17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001648365	AGRI Fintech Holdings INC	AGRI Fi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18	11	18	25	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	61.57	94.36	64.05	36.02	76.40	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	7	7	-8	NaN	NaN	NaN	NaN
0001703625	NAPC Defense Inc	NAPC De	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	NaN	18	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.22	NaN	66.66	68.11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN
0001725516	Renewable Innovations INC	Renewab	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	24	NaN	NaN	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	153.87	31.43	NaN	NaN	79.55	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	NaN	NaN	NaN	NaN	NaN	NaN
0001752372	Ezagoo Ltd	Ezagoo	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	23	22	25	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	53.72	54.27	65.31	32.54	27.41	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-1	3	-2	NaN	NaN
0001463833	IDW Media Holdings INC	IDW Med	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	115.40	140.47	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	NaN
0001698113	ID Auto Inc	ID Auto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	66.23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001696195	Kinetic Group INC	Kinetic	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	151.24	109.36	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	NaN	NaN
0001847064	PSQ Holdings Inc	PSQ Hol	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11.34	59.66	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	NaN

PDF reports

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

2010

Logs

error	1 × Negative Expenses, ignoring company.	pre-agg	0000875355
warning	13 × The stock price does not exist	industry.us_generic	0001091325 0001100202 0000051644 0000875355 0000934796 0001078099 0001080034 0001083243 0001297336 0001392121 0001419995 0001428397 0001455206
warning	4 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001080034 0001534298
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001495231
warning	1 × Excluding company: variable exceeds outlier threshold	pre-agg	0001428397

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	302,525,000	1,117,622,500	8,453,848,120	10,020,040,000	10,194,100,000	0001080034	0000051644	0000029989
1	AssetsNonCurrent	50,618,000	78,786,200	332,392,440	748,280,000	794,500,000	0001080034	0000029989	0000051644
2	IntangibleAssets	183,218,000	501,746,200	3,369,443,760	7,615,420,000	8,087,300,000	0001080034	0000051644	0000029989
3	PropertyPlantAndEquipment	12,414,000	56,602,600	454,339,800	633,400,000	653,300,000	0001080034	0000051644	0000029989
4	remainder_Assets	0	6,479,200	64,838,862	275,669,200	299,100,000	0000051644	0001080034	0000029989
5	LiabilitiesCurrent	103,258,000	867,022,200	7,741,556,440	10,694,880,000	11,023,100,000	0001080034	0000051644	0000029989
6	LiabilitiesNonCurrent	0	0	494,360	2,224,620,000	2,471,800,000	0000029989	0001080034	0000051644
7	remainder_Liabilities	0	0	7,534	33,901,200	37,668,000	0000029989	0000051644	0001080034
8	CostOfGoodsAndServicesSold	0	0	23,360	105,121,800	116,802,000	0000029989	0000051644	0001080034
9	SellingAndMarketingExpense	0	0	22,456	101,053,800	112,282,000	0000029989	0000051644	0001080034
10	GeneralAndAdministrativeExpense	0	5,353,600	53,897,753	1,681,423,600	1,862,300,000	0000029989	0001080034	0000051644
11	remainder_Expenses	69,778,000	108,820,200	460,966,400	3,909,000,000	4,292,200,000	0001080034	0000029989	0000051644
12	remainder_Revenues	0	43,079,800	432,018,220	5,921,789,800	6,531,900,000	0000029989	0001080034	0000051644
13	remainder_NetIncome	-96,200,000	-85,369,000	12,384,358	1,246,721,000	1,383,900,000	0000051644	0001080034	0000029989
14	remainder_ComprehensiveNetIncome	-86,500,000	-77,850,000	11,900	53,550,000	59,500,000	0000029989	0001080034	0000051644

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	613,567,000	1,859,290,300	13,072,099,060	18,916,570,000	19,566,100,000	0001080034	0000051644	0000029989
1	Liabilities	140,926,000	1,148,103,400	10,212,862,080	10,942,060,000	11,023,100,000	0001080034	0000051644	0000029989
2	Expenses	352,398,000	363,178,200	461,338,860	5,585,070,000	6,154,500,000	0001080034	0000029989	0000051644
3	Revenues	0	43,079,800	432,018,220	5,921,789,800	6,531,900,000	0000029989	0001080034	0000051644
4	StockholdersEquity	472,641,000	711,186,900	2,859,236,980	7,974,510,000	8,543,000,000	0001080034	0000051644	0000029989
5	NetIncome	90,510,000	109,579,000	281,328,500	859,450,000	923,700,000	0001080034	0000051644	0000029989
6	ComprehensiveNetIncome	90,510,000	115,529,000	340,799,300	787,550,000	837,200,000	0001080034	0000051644	0000029989
7	BaseVar	774,899,500	2,323,399,550	16,260,260,580	17,882,510,000	18,062,800,000	0001080034	0000029989	0000051644
8	EconomicCapitalRatiobeforeLimitedLiability	0.204	0.228	0.451	1.06	1.13	0000051644	0000029989	0001080034
9	EconomicCapitalRatio	0.877	0.898	1.09	1.52	1.57	0000051644	0000029989	0001080034

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.0226	-0.0222	-0.0186	0.0519	0.0597	0000051644	0001080034	0000029989
1	AssetsNonCurrent	-0.00930	-0.00831	0.000632	0.00406	0.00444	0000029989	0000051644	0001080034
2	IntangibleAssets	-0.0917	-0.0839	-0.0129	0.0798	0.0901	0000051644	0001080034	0000029989
3	PropertyPlantAndEquipment	-0.00216	-0.00211	-0.00168	0.00474	0.00545	0001080034	0000051644	0000029989
4	remainder_Assets	-0.0281	-0.0259	-0.00639	0.00862	0.0103	0000051644	0000029989	0001080034
5	LiabilitiesCurrent	-0.231	-0.209	-0.0175	0.356	0.398	0000029989	0000051644	0001080034
6	LiabilitiesNonCurrent	-0.109	-0.0943	0.0360	0.0716	0.0756	0000051644	0000029989	0001080034
7	remainder_Liabilities	-0.0578	-0.0507	0.0129	0.0178	0.0184	0001080034	0000029989	0000051644
8	CostOfGoodsAndServicesSold	-0.136	-0.118	0.0435	0.0692	0.0720	0001080034	0000029989	0000051644
9	SellingAndMarketingExpense	-0.131	-0.113	0.0418	0.0665	0.0692	0001080034	0000029989	0000051644
10	GeneralAndAdministrativeExpense	-0.0632	-0.0584	-0.0158	0.0432	0.0498	0000051644	0001080034	0000029989
11	remainder_Expenses	-0.160	-0.140	0.0388	0.0750	0.0790	0000051644	0001080034	0000029989
12	remainder_Revenues	-0.244	-0.212	0.0802	0.328	0.356	0000029989	0000051644	0001080034
13	remainder_NetIncome	-0.0515	-0.0485	-0.0219	0.0394	0.0462	0000051644	0001080034	0000029989
14	remainder_ComprehensiveNetIncome	-0.00396	-0.00348	0.000916	0.00512	0.00559	0000029989	0001080034	0000051644

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.132	-0.121	-0.0201	0.135	0.153	0000051644	0001080034	0000029989
1	Liabilities	-0.173	-0.166	-0.108	0.361	0.414	0000029989	0000051644	0001080034
2	Expenses	-0.245	-0.230	-0.0906	0.193	0.224	0001080034	0000051644	0000029989
3	Revenues	-0.244	-0.212	0.0802	0.328	0.356	0000029989	0000051644	0001080034
4	StockholdersEquity	-0.254	-0.222	0.0581	0.163	0.175	0000051644	0000029989	0001080034
5	NetIncome	-0.0656	-0.0596	-0.00532	0.0653	0.0731	0000051644	0000029989	0001080034
6	ComprehensiveNetIncome	-0.0602	-0.0551	-0.00927	0.0657	0.0741	0000051644	0000029989	0001080034
7	BaseVar	0	0	0	0	0	0000029989	0000051644	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.323	-0.302	-0.112	0.323	0.371	0000051644	0000029989	0001080034
9	EconomicCapitalRatio	-0.302	-0.281	-0.0904	0.344	0.392	0000051644	0000029989	0001080034

2011

Logs

error	9 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001299967 0001299967 0001346655 0001346655 0001201135 0001201135 0001088638 0001088638 0001499618
error	1 × Negative Expenses, ignoring company.	pre-agg	0000875355
warning	21 × The stock price does not exist	industry.us_generic	0001298978 0001083243 0001091325 0001100202 0001392121 0001455206 0000051644 0000883293 0001297336 0000886475 0000934796 0001080034 0001084332 0001297965 0001329957 0001392694 0001419995 0001428397 0001538217 0000875355 0001078099
warning	7 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001299967 0001346655 0001201135 0001088638 0001499618 0001424822 0001490281
warning	6 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001499618 0001372375 0001527190 0001309141 0001491778 0001534298
warning	5 × Missing logo	subcommand.report	0001083243 0001091325 0001100202 0001392121 0001455206
warning	5 × Excluding company: variable exceeds outlier threshold	pre-agg	0001297965 0001309141 0001329957 0001392694 0001428397
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001495231

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	0	9,503	12,856,947	8,500,270,000	10,421,500,000	0001083243	0001091325	0000029989
1	AssetsNonCurrent	0	0	538,229	641,150,000	685,700,000	0000934796	0001078099	0000051644
2	IntangibleAssets	0	0	2,220,883	3,992,340,000	8,924,700,000	0000934796	0000829323	0000029989
3	PropertyPlantAndEquipment	0	0	1,593,552	482,110,000	682,900,000	0001083243	0000829323	0000029989
4	remainder_Assets	-33,376,261	-25,477,626	99,293	628,478,000	4,626,980,000	0001100202	0000876883	0001334978
5	LiabilitiesCurrent	5,366	123,936	9,366,227	8,396,440,000	11,671,000,000	0001083243	0000829323	0000029989
6	LiabilitiesNonCurrent	0	0	0	1,156,590,000	2,103,300,000	0000029989	0001083243	0000051644
7	remainder_Liabilities	0	0	0	140,676,400	181,702,000	0000029989	0000829323	0001080034
8	CostOfGoodsAndServicesSold	0	0	0	195,728,000	242,249,000	0000029989	0000934796	0001080034
9	SellingAndMarketingExpense	0	0	938	73,389,300	139,929,000	0000029989	0000051644	0001297336
10	GeneralAndAdministrativeExpense	0	0	4,795,641	389,773,900	1,924,300,000	0000029989	0001091325	0000051644
11	remainder_Expenses	0	0	15,535,390	5,420,500,000	12,865,300,000	0001083243	0001078099	0000029989
12	remainder_Revenues	0	0	9,503,735	7,700,390,000	13,872,500,000	0000876883	0001100202	0000029989
13	remainder_NetIncome	-73,700,000	-25,965,336	1,102	211,358,400	898,782,000	0001377630	0001083243	0000876883
14	remainder_ComprehensiveNetIncome	-193,100,000	-81,140,000	0	718,649	5,679,100	0000029989	0001133311	0001091325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	259,908	361,232	68,417,222	13,639,480,000	20,505,400,000	0001534298	0001133311	0000029989
1	Liabilities	5,366	123,936	18,967,982	10,289,410,000	11,671,000,000	0001083243	0001100202	0000029989
2	Expenses	179,171	326,952	30,016,813	7,152,370,000	12,865,300,000	0001083243	0001091325	0000029989
3	Revenues	0	0	9,503,735	7,700,390,000	13,872,500,000	0000876883	0001100202	0000029989
4	StockholdersEquity	-346,800,000	-39,230,776	20,473,403	6,613,921,800	8,834,400,000	0001377630	0001100202	0000029989
5	NetIncome	-76,920,000	-34,671,863	-1,638,189	602,390,000	1,060,400,000	0000876883	0001392121	0000029989
6	ComprehensiveNetIncome	-85,184,000	-36,011,425	-1,638,189	583,080,000	867,300,000	0000876883	0001392121	0000029989
7	BaseVar	385,706	640,953	80,078,319	19,427,665,000	29,580,250,000	0001534298	0001078099	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-4.87	-3.41	-0.0175	1.13	1.16	0001455206	0000876883	0001334978
9	EconomicCapitalRatio	0.000207	0.0169	0.683	1.57	1.59	0001455206	0000876883	0001334978

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.131	-0.0871	-0.00337	0.219	0.287	0001392121	0001377630	0001133311
1	AssetsNonCurrent	-0.0910	-0.0909	-0.0227	0.175	0.551	0001495231	0001080034	0001100202
2	IntangibleAssets	-0.236	-0.153	-0.0195	0.437	0.577	0001495231	0001083243	0001078099
3	PropertyPlantAndEquipment	-0.102	-0.102	-0.0281	0.173	0.436	0001297336	0001100202	0001534298
4	remainder_Assets	-0.323	-0.235	-0.0937	0.474	1.36	0001100202	0000029989	0001083243
5	LiabilitiesCurrent	-0.209	-0.181	0.0189	0.275	0.304	0000051644	0001377630	0001297336
6	LiabilitiesNonCurrent	-0.742	-0.240	0.00616	0.183	0.194	0001377630	0001534298	0001297336
7	remainder_Liabilities	-0.215	-0.104	0.00653	0.0691	0.0795	0001080034	0001419995	0001133311
8	CostOfGoodsAndServicesSold	-0.849	-0.697	0.0134	0.128	0.226	0001297336	0001377630	0001133311
9	SellingAndMarketingExpense	-0.749	-0.633	0.0188	0.0897	0.0928	0001133311	0001100202	0000029989
10	GeneralAndAdministrativeExpense	-0.539	-0.271	0.0261	0.250	0.318	0001495231	0001377630	0001297336
11	remainder_Expenses	-0.460	-0.237	0.0622	0.358	0.443	0001455206	0001534298	0001297336
12	remainder_Revenues	-0.666	-0.464	-0.000291	0.509	0.729	0001133311	0001455206	0001297336
13	remainder_NetIncome	-0.283	-0.260	-0.0173	0.243	1.04	0001392121	0001334978	0001133311
14	remainder_ComprehensiveNetIncome	-0.00897	-0.00828	0.000651	0.0171	0.0333	0001334978	0001534298	0001091325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.515	-0.416	0.0213	0.360	0.366	0001495231	0001534298	0001083243
1	Liabilities	-0.338	-0.243	0.0183	0.369	0.479	0001377630	0001419995	0001133311
2	Expenses	-0.507	-0.441	0.0314	0.277	0.357	0001297336	0000934796	0001091325
3	Revenues	-0.666	-0.464	-0.000291	0.509	0.729	0001133311	0001455206	0001297336
4	StockholdersEquity	-0.384	-0.375	-0.00542	0.670	0.870	0001495231	0001455206	0001083243
5	NetIncome	-0.573	-0.340	0.103	0.571	0.590	0001392121	0001377630	0001133311
6	ComprehensiveNetIncome	-0.571	-0.339	0.0840	0.567	0.591	0001392121	0001377630	0001133311
7	BaseVar	0	0	0	0	0	0000029989	0001100202	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.628	-0.612	0.0544	0.940	0.962	0001455206	0000876883	0001334978
9	EconomicCapitalRatio	-0.811	-0.794	-0.128	0.757	0.779	0001455206	0000876883	0001334978

2012

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001299967 0001299967 0001201135 0001539850
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001509477
warning	20 × The stock price does not exist	industry.us_generic	0001297336 0001538217 0001297965 0001078099 0000883293 0000886475 0001083243 0001091325 0001298978 0000051644 0001372375 0001375796 0001415624 0000934796 0001080034 0001084332 0001392694 0001419995 0001428397 0001329957
warning	11 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001297965 0001442376 0001393631 0001499618 0001372375 0001527190 0001428397 0001475274 0001491778 0001309141 0001534298
warning	6 × Missing logo	subcommand.report	0000883293 0000886475 0001083243 0001091325 0001298978 0001499618
warning	6 × Excluding company: variable exceeds outlier threshold	pre-agg	0001297965 0001297965 0001392694 0001392694 0001309141 0001329957
warning	3 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001299967 0001539850 0001538217
warning	2 × Similarly named company. Duplicate?	None	0001372375 0001527190

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	0	26,801	25,110,346	7,654,865,000	11,661,400,000	0001083243	0000875355	0000029989
1	AssetsNonCurrent	0	0	937,570	550,125,000	670,200,000	0000934796	0001133311	0000051644
2	IntangibleAssets	0	0	109,419	3,333,455,200	9,300,300,000	0000875355	0001084332	0000029989
3	PropertyPlantAndEquipment	0	0	3,236,480	450,519,243	723,800,000	0001083243	0001133311	0000029989
4	remainder_Assets	-25,700,000	-23,211,650	6,314	150,177,250	3,494,379,000	0001377630	0001495231	0001334978
5	LiabilitiesCurrent	0	36,486	12,819,358	6,668,155,750	11,875,800,000	0001491778	0001084332	0000029989
6	LiabilitiesNonCurrent	0	0	0	1,046,280,000	3,108,400,000	0000029989	0001538217	0000051644
7	remainder_Liabilities	0	0	0	85,862,200	159,546,000	0000029989	0000934796	0001080034
8	CostOfGoodsAndServicesSold	0	0	0	209,096,450	249,259,000	0000029989	0001298978	0001080034
9	SellingAndMarketingExpense	0	0	271,060	84,684,000	167,424,000	0000029989	0001419995	0001297336
10	GeneralAndAdministrativeExpense	0	0	4,263,304	74,963,150	1,886,000,000	0000029989	0001091325	0000051644
11	remainder_Expenses	0	12,750	12,152,107	4,364,073,200	13,122,000,000	0001083243	0001372375	0000029989
12	remainder_Revenues	0	0	23,907,038	6,354,811,600	14,219,400,000	0000886475	0001091325	0000029989
13	remainder_NetIncome	-108,466,000	-98,360,000	0	109,546,519	135,427,000	0001334978	0001491778	0001133311
14	remainder_ComprehensiveNetIncome	-80,200,000	-54,645,000	0	9,578,750	35,100,000	0000051644	0000875355	0001527190

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	175,095	201,593	67,781,463	12,535,682,300	22,151,900,000	0001534298	0001491778	0000029989
1	Liabilities	20,158	211,212	34,928,509	9,363,620,000	11,875,800,000	0001083243	0001133311	0000029989
2	Expenses	198,779	326,569	85,317,879	5,967,173,200	13,122,000,000	0001534298	0001133311	0000029989
3	Revenues	0	0	23,907,038	6,354,811,600	14,219,400,000	0000886475	0001091325	0000029989
4	StockholdersEquity	-524,200,000	-304,858,350	8,736,627	5,752,790,450	10,276,100,000	0001527190	0000886475	0000029989
5	NetIncome	-159,210,000	-46,127,500	-418,769	412,757,750	1,117,500,000	0001334978	0001083243	0000029989
6	ComprehensiveNetIncome	-148,723,000	-46,127,500	-724,721	347,155,000	1,060,500,000	0001334978	0001083243	0000029989
7	BaseVar	330,043	682,064	161,502,374	17,127,157,900	30,723,100,000	0001534298	0001091325	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-6.32	-4.16	0.263	0.926	1.09	0001428397	0000883293	0001334978
9	EconomicCapitalRatio	0.000000812	0.00651	0.929	1.44	1.55	0001428397	0000883293	0001334978

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.284	-0.129	-0.0127	0.294	0.437	0001499618	0001377630	0001372375
1	AssetsNonCurrent	-0.0539	-0.0473	-0.0124	0.0890	0.134	0001297336	0001419995	0001377630
2	IntangibleAssets	-0.105	-0.0927	-0.0230	0.188	0.264	0001495231	0000886475	0000883293
3	PropertyPlantAndEquipment	-0.109	-0.0919	-0.0199	0.309	0.406	0000886475	0001491778	0001091325
4	remainder_Assets	-0.143	-0.137	-0.0387	0.104	1.41	0001499618	0001419995	0001083243
5	LiabilitiesCurrent	-0.185	-0.164	0.0730	0.332	0.393	0000029989	0001133311	0000886475
6	LiabilitiesNonCurrent	-0.785	-0.604	0.00979	0.290	0.346	0001527190	0001534298	0000886475
7	remainder_Liabilities	-0.242	-0.158	0.00999	0.0646	0.0661	0001491778	0001419995	0001297336
8	CostOfGoodsAndServicesSold	-0.845	-0.404	0.0375	0.212	0.377	0001297336	0001534298	0000886475
9	SellingAndMarketingExpense	-0.675	-0.577	0.00969	0.171	0.339	0001298978	0001080034	0000886475
10	GeneralAndAdministrativeExpense	-0.613	-0.198	0.0296	0.283	0.353	0001495231	0001527190	0000886475
11	remainder_Expenses	-1.71	-1.28	0.0590	0.533	0.630	0001499618	0001495231	0001133311
12	remainder_Revenues	-1.24	-0.627	0.00863	0.582	0.638	0000886475	0001527190	0001297336
13	remainder_NetIncome	-0.195	-0.186	-0.0545	0.747	1.05	0001297336	0001083243	0000886475
14	remainder_ComprehensiveNetIncome	-0.0118	-0.00623	-0.000253	0.00755	0.00800	0001297336	0001534298	0001527190

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.510	-0.483	-0.0170	0.381	0.735	0001499618	0001133311	0001083243
1	Liabilities	-0.304	-0.269	0.0532	0.407	0.533	0001527190	0001499618	0001298978
2	Expenses	-0.636	-0.601	0.0480	0.289	0.437	0001499618	0001133311	0001091325
3	Revenues	-1.24	-0.627	0.00863	0.582	0.638	0000886475	0001527190	0001297336
4	StockholdersEquity	-0.385	-0.366	0.00973	0.737	0.761	0001084332	0000051644	0001083243
5	NetIncome	-0.368	-0.332	0.178	0.484	0.672	0001428397	0000051644	0001133311
6	ComprehensiveNetIncome	-0.368	-0.333	0.182	0.484	0.673	0001428397	0000051644	0001133311
7	BaseVar	0	0	0	0	0	0000029989	0001133311	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.623	-0.616	0.306	0.812	0.923	0001428397	0000883293	0001334978
9	EconomicCapitalRatio	-0.841	-0.834	0.0881	0.595	0.705	0001428397	0000883293	0001334978

2013

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000886475 0001539850 0001329957 0001299967
error	1 × Negative Expenses, ignoring company.	pre-agg	0001591877
warning	19 × The stock price does not exist	industry.us_generic	0001078099 0001475274 0001346655 0001088638 0001091325 0000051644 0001115128 0001297336 0001372375 0001375796 0001415624 0001084332 0001509477 0001538217 0001591877 0000934796 0001080034 0001392694 0001419995
warning	12 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001329957 0001442376 0001475274 0001393631 0001455206 0001460329 0001516079 0001428397 0001491778 0001615780 0001297965 0001527190
warning	5 × Excluding company: variable exceeds outlier threshold	pre-agg	0001329957 0001346655 0001516079 0001297965 0001392694
warning	3 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000886475 0001539850 0001475274
warning	2 × Similarly named company. Duplicate?	None	0001372375 0001527190
warning	2 × Missing logo	subcommand.report	0001393631 0001091325
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001556739 0001588014
warning	1 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001201135
warning	1 × Ignoring company because Assets is zero	pre-agg	0001455206

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	393,027	561,133	81,990,872	6,714,885,600	11,652,300,000	0001442376	0001491778	0000029989
1	AssetsNonCurrent	0	0	441,235	771,840,000	1,920,425,000	0000934796	0001393631	0001334978
2	IntangibleAssets	0	0	2,748	3,286,783,400	9,302,000,000	0000875355	0001428397	0000029989
3	PropertyPlantAndEquipment	0	2,360	5,839,659	475,327,338	737,400,000	0001334978	0001393631	0000029989
4	remainder_Assets	-205,858,000	-47,915,200	411,950	128,753,000	1,682,622,000	0001372375	0001495231	0001334978
5	LiabilitiesCurrent	0	847,316	38,495,411	6,686,958,000	12,277,700,000	0001491778	0001415624	0000029989
6	LiabilitiesNonCurrent	0	0	71.4	1,040,720,000	2,239,800,000	0000029989	0001133311	0000051644
7	remainder_Liabilities	0	0	0	101,065,600	165,963,000	0000029989	0000051644	0001080034
8	CostOfGoodsAndServicesSold	0	0	2,326,408	177,580,400	256,450,000	0000029989	0001538217	0001297336
9	SellingAndMarketingExpense	0	0	857,596	87,979,800	182,854,000	0000029989	0000875355	0001297336
10	GeneralAndAdministrativeExpense	0	0	8,541,768	62,892,600	1,917,900,000	0000029989	0001091325	0000051644
11	remainder_Expenses	0	1,781,836	18,935,848	4,439,162,200	13,521,600,000	0001495231	0001372375	0000029989
12	remainder_Revenues	0	211,242	74,561,352	6,287,078,000	14,584,500,000	0000934796	0001393631	0000029989
13	remainder_NetIncome	-128,200,000	-49,280,000	-204,655	70,616,000	140,832,000	0000051644	0001442376	0001133311
14	remainder_ComprehensiveNetIncome	-182,600,000	-132,500,000	0	4,356,473	10,300,000	0000029989	0001475274	0001527190

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	523,591	1,050,655	114,875,404	11,675,878,400	22,098,700,000	0001419995	0001133311	0000029989
1	Liabilities	812,809	1,190,511	70,577,926	8,566,760,000	12,277,700,000	0001538217	0001133311	0000029989
2	Expenses	2,619,367	3,681,233	146,282,884	5,973,482,200	13,521,600,000	0001419995	0001133311	0000029989
3	Revenues	0	211,242	74,561,352	6,287,078,000	14,584,500,000	0000934796	0001393631	0000029989
4	StockholdersEquity	-299,200,000	-120,578,000	26,213,368	5,288,621,600	9,821,000,000	0001527190	0000875355	0000029989
5	NetIncome	-172,201,965	-31,256,400	-3,321,461	263,700,000	1,111,600,000	0001393631	0001495231	0000029989
6	ComprehensiveNetIncome	-172,201,965	-46,144,200	-3,910,997	167,500,000	929,000,000	0001393631	0000934796	0000029989
7	BaseVar	3,513,224	5,822,053	242,831,398	16,326,698,500	31,356,900,000	0001419995	0001393631	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-2.73	-2.49	0.191	1.11	1.14	0001419995	0001538217	0001475274
9	EconomicCapitalRatio	0.0540	0.0849	0.865	1.56	1.58	0001419995	0001538217	0001475274

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.178	-0.168	-0.0198	0.216	0.268	0001442376	0001491778	0001133311
1	AssetsNonCurrent	-0.119	-0.117	-0.0398	0.0952	0.186	0001084267	0001415624	0001372375
2	IntangibleAssets	-0.202	-0.164	-0.0650	0.140	0.482	0001084267	0001419995	0001078099
3	PropertyPlantAndEquipment	-0.0792	-0.0712	-0.0170	0.00878	0.451	0001538217	0001415624	0001091325
4	remainder_Assets	-0.110	-0.0876	-0.00432	0.0906	0.213	0001372375	0001475274	0001538217
5	LiabilitiesCurrent	-0.186	-0.127	0.0770	0.308	0.326	0000051644	0001491778	0000875355
6	LiabilitiesNonCurrent	-0.866	-0.652	0.0252	0.165	0.260	0001527190	0001491778	0001297336
7	remainder_Liabilities	-0.537	-0.164	0.0184	0.0627	0.0825	0001491778	0001475274	0001297336
8	CostOfGoodsAndServicesSold	-0.778	-0.437	0.0139	0.217	0.270	0001297336	0001377630	0001133311
9	SellingAndMarketingExpense	-0.647	-0.415	0.00896	0.116	0.182	0001297336	0001442376	0001538217
10	GeneralAndAdministrativeExpense	-0.527	-0.162	0.0237	0.130	0.183	0001495231	0001393631	0001538217
11	remainder_Expenses	-0.536	-0.410	0.0183	0.439	0.566	0001084267	0001377630	0001415624
12	remainder_Revenues	-0.706	-0.244	0.0236	0.475	0.660	0001133311	0001078099	0001297336
13	remainder_NetIncome	-0.0544	-0.0476	-0.0128	0.00632	0.538	0001297336	0001475274	0001133311
14	remainder_ComprehensiveNetIncome	-0.0931	-0.0149	0.00264	0.0115	0.0227	0001375796	0001297336	0001091325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.323	-0.314	0.00657	0.206	0.391	0001297336	0001377630	0001091325
1	Liabilities	-0.461	-0.332	0.0861	0.422	0.471	0001527190	0001084332	0000875355
2	Expenses	-0.572	-0.510	0.0290	0.266	0.391	0001297336	0000875355	0001091325
3	Revenues	-0.706	-0.244	0.0236	0.475	0.660	0001133311	0001078099	0001297336
4	StockholdersEquity	-0.405	-0.377	0.0480	0.684	0.704	0001084332	0001133311	0001078099
5	NetIncome	-0.605	-0.520	0.128	0.424	0.452	0001428397	0001078099	0001080034
6	ComprehensiveNetIncome	-0.604	-0.519	0.133	0.434	0.464	0001428397	0001078099	0001080034
7	BaseVar	0	0	0	0	0	0000029989	0001372375	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.609	-0.578	0.202	0.894	0.914	0001419995	0001538217	0001475274
9	EconomicCapitalRatio	-0.780	-0.750	0.0307	0.723	0.743	0001419995	0001538217	0001475274

2014

Logs

error	1 × Negative Expenses, ignoring company.	pre-agg	0001591877
warning	16 × The stock price does not exist	industry.us_generic	0001091325 0001078099 0001115128 0001375796 0001415624 0001475274 0001084332 0001343465 0001346655 0001509477 0001538217 0000051644 0001297336 0001372375 0001088638 0001591877
warning	14 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001442376 0001091325 0001078099 0001375796 0001415624 0001460329 0001475274 0001527190 0001428397 0001455206 0001491778 0001615780 0001516079 0001329957
warning	3 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001392694 0001556739 0001588014
warning	3 × Excluding company: variable exceeds outlier threshold	pre-agg	0001346655 0001516079 0001329957
warning	1 × Similarly named company. Duplicate?	None	0001372375
warning	1 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001201135
warning	1 × Missing logo	subcommand.report	0001091325
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001455206
warning	1 × Ignoring company because Assets is zero	pre-agg	0001455206

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	11,009	28,482	26,974,943	5,246,651,600	11,190,500,000	0001588014	0001078099	0000029989
1	AssetsNonCurrent	0	0	1,461,103	552,320,000	1,747,280,000	0001088638	0001133311	0001334978
2	IntangibleAssets	0	0	1,156,441	2,955,064,000	9,211,600,000	0000875355	0001491778	0000029989
3	PropertyPlantAndEquipment	0	0	2,467,619	401,910,000	708,000,000	0001088638	0001078099	0000029989
4	remainder_Assets	-199,892,000	-31,107,800	588,241	562,680,000	1,651,322,000	0001372375	0001495231	0001334978
5	LiabilitiesCurrent	0	19,271	10,416,819	5,008,218,400	12,061,100,000	0001460329	0001538217	0000029989
6	LiabilitiesNonCurrent	0	0	0	527,586,000	2,875,300,000	0000029989	0001088638	0000051644
7	remainder_Liabilities	0	0	5.60	111,346,400	192,561,000	0000029989	0000875355	0000876883
8	CostOfGoodsAndServicesSold	0	0	2,791,003	446,688,400	1,642,502,000	0000029989	0001460329	0001490281
9	SellingAndMarketingExpense	0	0	146,288	234,513,800	436,000,000	0000029989	0001442376	0001556739
10	GeneralAndAdministrativeExpense	0	0	3,966,220	239,643,800	1,928,100,000	0000029989	0000875355	0000051644
11	remainder_Expenses	-2,744,000	-24,600	11,100,086	4,234,480,800	14,144,000,000	0001133311	0001084267	0000029989
12	remainder_Revenues	0	0	13,161,058	5,798,935,200	15,317,800,000	0000876883	0001091325	0000029989
13	remainder_NetIncome	-354,000,000	-53,241,200	-29,407	109,066,800	1,131,018,000	0001556739	0001509477	0000876883
14	remainder_ComprehensiveNetIncome	-555,700,000	-214,076,000	-3,494	155,338	1,762,000	0000029989	0001084267	0001490281

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	30,518	41,984	103,357,467	10,193,284,400	21,559,700,000	0001088638	0001078099	0000029989
1	Liabilities	48,177	248,337	36,307,404	6,924,167,600	12,061,100,000	0001088638	0001133311	0000029989
2	Expenses	102,293	287,016	48,131,827	5,468,021,600	14,144,000,000	0001088638	0001078099	0000029989
3	Revenues	0	0	13,161,058	5,798,935,200	15,317,800,000	0000876883	0001091325	0000029989
4	StockholdersEquity	-153,629,000	-14,675,910	24,638,422	4,350,189,200	9,498,600,000	0000876883	0000875355	0000029989
5	NetIncome	-371,000,000	-115,019,800	-3,529,228	314,026,000	1,233,100,000	0001556739	0001460329	0000029989
6	ComprehensiveNetIncome	-422,000,000	-144,566,800	-4,060,194	160,354,000	677,400,000	0001556739	0001078099	0000029989
7	BaseVar	90,506	352,006	180,833,671	14,035,110,600	31,848,800,000	0001088638	0001133311	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-3.86	-3.18	0.170	1.09	1.10	0001539850	0000051644	0001475274
9	EconomicCapitalRatio	0.00424	0.0237	0.846	1.54	1.55	0001539850	0000051644	0001475274

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.338	-0.172	-0.00837	0.221	0.266	0001297336	0001539850	0001460329
1	AssetsNonCurrent	-0.0676	-0.0576	-0.0196	0.187	0.267	0001297336	0001088638	0001460329
2	IntangibleAssets	-0.132	-0.123	-0.0364	0.163	0.252	0001428397	0000875355	0001078099
3	PropertyPlantAndEquipment	-0.0823	-0.0699	-0.0168	0.0511	0.377	0001428397	0001084267	0001091325
4	remainder_Assets	-0.353	-0.123	-0.0146	0.249	0.418	0001372375	0000875355	0001556739
5	LiabilitiesCurrent	-0.175	-0.129	0.0408	0.263	0.295	0000029989	0001615780	0001495231
6	LiabilitiesNonCurrent	-0.356	-0.195	0.00658	0.0859	0.0870	0001091325	0001491778	0001133311
7	remainder_Liabilities	-0.742	-0.300	0.0129	0.103	0.106	0001491778	0001084267	0001133311
8	CostOfGoodsAndServicesSold	-0.800	-0.371	-0.00316	0.228	0.329	0001297336	0001084267	0001133311
9	SellingAndMarketingExpense	-0.705	-0.458	0.00852	0.110	0.121	0001297336	0000876883	0000029989
10	GeneralAndAdministrativeExpense	-0.466	-0.310	0.0252	0.232	0.249	0001495231	0001297336	0001490281
11	remainder_Expenses	-0.477	-0.326	0.0441	0.600	0.654	0001084267	0001442376	0001133311
12	remainder_Revenues	-0.743	-0.412	0.0674	0.420	0.574	0001133311	0001475274	0001415624
13	remainder_NetIncome	-0.297	-0.0909	-0.0354	0.434	0.902	0001556739	0000029989	0001133311
14	remainder_ComprehensiveNetIncome	-0.0334	-0.0254	0.000430	0.00467	0.0497	0001556739	0001491778	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.449	-0.250	0.00117	0.230	0.280	0001297336	0001415624	0001091325
1	Liabilities	-0.341	-0.278	0.0398	0.369	0.414	0001538217	0001297336	0001556739
2	Expenses	-0.590	-0.303	0.0496	0.288	0.324	0001297336	0000876883	0000029989
3	Revenues	-0.743	-0.412	0.0674	0.420	0.574	0001133311	0001475274	0001415624
4	StockholdersEquity	-0.433	-0.301	-0.00147	0.630	0.683	0001588014	0001538217	0001078099
5	NetIncome	-0.599	-0.482	0.122	0.586	0.686	0001539850	0001297336	0001133311
6	ComprehensiveNetIncome	-0.598	-0.480	0.123	0.588	0.685	0001539850	0001297336	0001133311
7	BaseVar	0	0	0	0	0	0000029989	0001375796	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.655	-0.635	0.187	0.884	0.894	0001539850	0000051644	0001475274
9	EconomicCapitalRatio	-0.833	-0.813	0.00922	0.706	0.716	0001539850	0000051644	0001475274

2015

Logs

error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001201135 0001211211
warning	13 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001442376 0001091325 0001078099 0001375796 0001415624 0001475274 0001527190 0000934796 0001491778 0001516079 0001615780 0001428397 0001455206
warning	8 × The stock price does not exist	industry.us_generic	0001115128 0001343465 0001539850 0001084332 0001509477 0001538217 0001609139 0001346655
warning	2 × Excluding company: variable exceeds outlier threshold	pre-agg	0001539850 0000934796
warning	1 × Similarly named company. Duplicate?	None	0001527190
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001211211
warning	1 × Missing logo	subcommand.report	0001091325
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001392694
warning	1 × Ignoring company because Expenses is zero	pre-agg	0001455206

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	46,899	164,321	21,544,034	1,203,247,900	11,980,500,000	0001615780	0000875355	0000029989
1	AssetsNonCurrent	0	0	239,963	786,510,000	1,540,317,000	0001091325	0001084332	0001334978
2	IntangibleAssets	0	0	1,379,632	1,454,375,350	9,021,200,000	0000875355	0001538217	0000029989
3	PropertyPlantAndEquipment	0	19,342	1,324,409	135,836,840	692,700,000	0001334978	0000875355	0000029989
4	remainder_Assets	-32,344,000	-25,100,000	15,610	119,395,750	1,509,769,000	0001375796	0001428397	0001334978
5	LiabilitiesCurrent	0	0	8,625,312	917,816,850	14,219,600,000	0001428397	0001091325	0000029989
6	LiabilitiesNonCurrent	0	0	41,194	883,480,050	1,130,800,000	0000029989	0001415624	0001377630
7	remainder_Liabilities	0	0	44,511	119,965,650	309,285,000	0000029989	0001084332	0000876883
8	CostOfGoodsAndServicesSold	0	0	1,073,493	94,039,250	99,266,000	0000029989	0001509477	0001375796
9	SellingAndMarketingExpense	0	0	51,840	87,759,800	99,380,000	0000029989	0001442376	0001475274
10	GeneralAndAdministrativeExpense	0	0	4,447,379	47,550,400	322,207,000	0000029989	0001428397	0000876883
11	remainder_Expenses	-5,489,000	62,337	11,512,388	2,243,207,300	13,979,000,000	0001460329	0001084267	0000029989
12	remainder_Revenues	0	0	17,504,614	1,980,307,600	15,134,400,000	0000876883	0001495231	0000029989
13	remainder_NetIncome	-66,500,000	-55,381,700	-7,527	103,122,050	1,231,507,000	0001377630	0001491778	0000876883
14	remainder_ComprehensiveNetIncome	-506,700,000	-104,673,600	0	1,108,249	4,955,000	0000029989	0001460329	0000876883

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	85,637	376,924	50,246,035	4,688,766,850	22,110,700,000	0001615780	0001133311	0000029989
1	Liabilities	706,901	1,364,712	21,229,972	1,744,703,800	14,219,600,000	0001615780	0001538217	0000029989
2	Expenses	215,700	871,754	35,609,262	2,355,979,750	13,979,000,000	0001615780	0001460329	0000029989
3	Revenues	0	0	17,504,614	1,980,307,600	15,134,400,000	0000876883	0001495231	0000029989
4	StockholdersEquity	-417,602,000	-233,320,000	1,785,976	3,705,767,050	7,891,100,000	0000876883	0001538217	0000029989
5	NetIncome	-84,535,000	-61,480,700	-1,195,657	79,170,000	1,203,400,000	0001460329	0001442376	0000029989
6	ComprehensiveNetIncome	-206,552,000	-70,131,800	-1,195,657	63,445,000	696,700,000	0001334978	0001442376	0000029989
7	BaseVar	527,270	1,792,978	103,355,688	5,367,629,800	32,999,200,000	0001615780	0001078099	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-7.21	-4.07	-0.0420	0.999	1.31	0001539850	0001538217	0001078099
9	EconomicCapitalRatio	0.0000000135	0.0292	0.682	1.48	1.69	0001539850	0001538217	0001078099

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.132	-0.130	-0.00655	0.233	0.277	0000829323	0000876883	0001415624
1	AssetsNonCurrent	-0.103	-0.0740	-0.0329	0.135	0.222	0001491778	0001460329	0000829323
2	IntangibleAssets	-0.204	-0.140	-0.0319	0.179	0.320	0001491778	0001527190	0001460329
3	PropertyPlantAndEquipment	-0.0849	-0.0593	-0.0116	0.0702	0.300	0001538217	0000875355	0001091325
4	remainder_Assets	-0.206	-0.111	-0.0104	0.0831	0.278	0000829323	0000875355	0001460329
5	LiabilitiesCurrent	-0.193	-0.0918	0.0635	0.319	0.393	0000029989	0001084332	0000829323
6	LiabilitiesNonCurrent	-0.715	-0.620	0.00687	0.224	0.252	0001527190	0001538217	0001133311
7	remainder_Liabilities	-0.862	-0.187	0.00845	0.108	0.139	0001491778	0001346655	0000829323
8	CostOfGoodsAndServicesSold	-0.417	-0.386	0.00882	0.195	0.348	0001415624	0001377630	0001133311
9	SellingAndMarketingExpense	-0.845	-0.282	0.0128	0.0999	0.236	0001133311	0001078099	0000829323
10	GeneralAndAdministrativeExpense	-0.175	-0.139	0.00757	0.133	0.318	0001495231	0001527190	0000829323
11	remainder_Expenses	-0.536	-0.379	0.0187	0.422	0.505	0000829323	0001377630	0001415624
12	remainder_Revenues	-0.800	-0.380	0.0357	0.470	0.629	0001133311	0001392694	0000829323
13	remainder_NetIncome	-0.259	-0.213	-0.0178	0.0957	0.877	0001460329	0001084332	0001133311
14	remainder_ComprehensiveNetIncome	-0.0241	-0.0217	0.000861	0.00600	0.0427	0001091325	0001343465	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.320	-0.241	-0.0148	0.211	0.370	0001084332	0000876883	0001460329
1	Liabilities	-0.282	-0.236	0.0425	0.503	0.509	0001527190	0000029989	0001115128
2	Expenses	-0.450	-0.251	0.00943	0.243	0.315	0000829323	0000875355	0001460329
3	Revenues	-0.800	-0.380	0.0357	0.470	0.629	0001133311	0001392694	0000829323
4	StockholdersEquity	-0.366	-0.319	0.000644	0.773	0.853	0001615780	0001538217	0001078099
5	NetIncome	-0.400	-0.303	0.0463	0.416	0.484	0001084267	0001527190	0001133311
6	ComprehensiveNetIncome	-0.398	-0.300	0.0607	0.419	0.482	0001084267	0001091325	0001133311
7	BaseVar	0	0	0	0	0	0000029989	0001346655	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.616	-0.587	0.0665	0.869	1.07	0001539850	0001538217	0001078099
9	EconomicCapitalRatio	-0.782	-0.753	-0.0996	0.703	0.909	0001539850	0001538217	0001078099

2016

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001211211 0001663641 0000829323
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	11 × The stock price does not exist	industry.us_generic	0001084332 0001588014 0001115128 0000934796 0001084267 0001343465 0001509477 0001538217 0001609139 0001648365 0001539850
warning	11 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001375796 0001516079 0001078099 0001527190 0001705110 0000934796 0001615780 0001415624 0001475274 0001442376 0001491778
warning	5 × Excluding company: variable exceeds outlier threshold	pre-agg	0001588014 0000934796 0000934796 0001084267 0001539850
warning	4 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001211211 0001334978 0001495231 0001084332
warning	1 × Similarly named company. Duplicate?	None	0001527190
warning	1 × Missing logo	subcommand.report	0001516079
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001392694

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	0	54,450	43,786,415	1,004,598,000	12,722,000,000	0001516079	0001133311	0000029989
1	AssetsNonCurrent	0	0	206,421	572,850,500	836,300,000	0001343465	0001084332	0001377630
2	IntangibleAssets	0	0	1,255,671	779,091,750	9,403,500,000	0000875355	0001538217	0000029989
3	PropertyPlantAndEquipment	0	2,548	2,448,145	155,399,750	674,800,000	0001516079	0001078099	0000029989
4	remainder_Assets	-420,943,000	-29,600,000	8,490	114,932,750	147,113,000	0001576427	0001343465	0001490281
5	LiabilitiesCurrent	0	127,855	16,247,068	1,110,493,500	14,010,900,000	0001491778	0001538217	0000029989
6	LiabilitiesNonCurrent	0	0	0	975,240,000	1,118,000,000	0000029989	0001078099	0001377630
7	remainder_Liabilities	-686,000	0	0	128,696,250	231,633,000	0001576427	0001084267	0000876883
8	CostOfGoodsAndServicesSold	0	0	572,645	108,774,500	1,786,451,000	0000029989	0001609139	0001490281
9	SellingAndMarketingExpense	0	0	5,988,430	236,692,000	362,951,000	0000029989	0001495231	0001490281
10	GeneralAndAdministrativeExpense	0	0	6,815,367	101,625,250	306,251,000	0000029989	0001078099	0000876883
11	remainder_Expenses	0	43,435	13,571,620	1,258,503,750	14,218,200,000	0001495231	0001133311	0000029989
12	remainder_Revenues	0	0	15,980,382	2,807,302,000	15,416,900,000	0000876883	0000875355	0000029989
13	remainder_NetIncome	-87,371,000	-7,423,758	-37,035	365,375,000	1,287,329,000	0001490281	0000875355	0000876883
14	remainder_ComprehensiveNetIncome	-438,700,000	-21,706,500	0	154,736	6,846,000	0000029989	0001491778	0001490281

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,855	153,863	95,664,122	1,715,377,250	23,165,400,000	0001516079	0001415624	0000029989
1	Liabilities	30,666	556,906	23,978,306	1,894,084,250	14,010,900,000	0001516079	0001133311	0000029989
2	Expenses	56,969	526,652	74,150,538	2,865,745,250	14,218,200,000	0001516079	0001133311	0000029989
3	Revenues	0	0	15,980,382	2,807,302,000	15,416,900,000	0000876883	0000875355	0000029989
4	StockholdersEquity	-449,296,000	-237,975,000	6,672,936	576,310,000	9,154,500,000	0000876883	0001538217	0000029989
5	NetIncome	-194,587,000	-37,737,250	-1,909,498	103,818,750	1,246,700,000	0001490281	0001343465	0000029989
6	ComprehensiveNetIncome	-187,741,000	-47,711,500	-1,909,498	97,691,500	808,000,000	0001490281	0001343465	0000029989
7	BaseVar	45,245	1,101,800	158,735,398	4,433,766,125	33,649,050,000	0001516079	0001078099	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-4.58	-2.86	-0.0148	0.978	1.65	0001516079	0001490281	0001078099
9	EconomicCapitalRatio	0.000533	0.0416	0.683	1.47	1.92	0001516079	0001490281	0001078099

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.159	-0.123	-0.00411	0.285	0.410	0001392694	0001377630	0000875355
1	AssetsNonCurrent	-0.0999	-0.0886	-0.0325	0.131	0.148	0001490281	0001615780	0001576427
2	IntangibleAssets	-0.188	-0.160	-0.0645	0.187	0.246	0001491778	0001084267	0001460329
3	PropertyPlantAndEquipment	-0.0464	-0.0424	-0.000386	0.0366	0.0442	0001609139	0001377630	0001491778
4	remainder_Assets	-0.139	-0.104	-0.0131	0.118	0.161	0001576427	0001084267	0001460329
5	LiabilitiesCurrent	-0.0846	-0.0337	0.0746	0.397	0.418	0000029989	0001538217	0001115128
6	LiabilitiesNonCurrent	-0.779	-0.572	0.00775	0.233	0.299	0001527190	0001491778	0001609139
7	remainder_Liabilities	-0.896	-0.150	0.000867	0.0593	0.0766	0001491778	0001377630	0001609139
8	CostOfGoodsAndServicesSold	-0.559	-0.535	0.0113	0.341	0.474	0001490281	0001377630	0001133311
9	SellingAndMarketingExpense	-0.975	-0.360	0.00170	0.121	0.331	0001133311	0001377630	0001609139
10	GeneralAndAdministrativeExpense	-0.316	-0.257	0.0311	0.171	0.399	0001495231	0001115128	0001609139
11	remainder_Expenses	-0.655	-0.496	-0.00272	0.433	0.495	0001609139	0001516079	0001133311
12	remainder_Revenues	-0.965	-0.411	0.0846	0.567	0.712	0001133311	0001084332	0001609139
13	remainder_NetIncome	-0.178	-0.150	-0.0522	0.117	1.01	0001392694	0001442376	0001133311
14	remainder_ComprehensiveNetIncome	-0.0202	-0.0157	0.0000839	0.00231	0.00850	0001576427	0001442376	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.398	-0.255	-0.0448	0.239	0.287	0001509477	0001538217	0001460329
1	Liabilities	-0.330	-0.243	0.0790	0.541	0.560	0001527190	0000029989	0001115128
2	Expenses	-0.576	-0.542	-0.0319	0.248	0.407	0001609139	0001084267	0001078099
3	Revenues	-0.965	-0.411	0.0846	0.567	0.712	0001133311	0001084332	0001609139
4	StockholdersEquity	-0.392	-0.334	0.0484	0.790	0.880	0001615780	0001495231	0001078099
5	NetIncome	-0.433	-0.298	0.0496	0.473	0.506	0001509477	0001491778	0001133311
6	ComprehensiveNetIncome	-0.392	-0.298	0.0491	0.473	0.506	0001509477	0001491778	0001133311
7	BaseVar	0	0	0	0	0	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.644	-0.603	0.0380	0.825	1.28	0001516079	0001490281	0001078099
9	EconomicCapitalRatio	-0.784	-0.743	-0.102	0.685	1.14	0001516079	0001490281	0001078099

2017

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001211211 0001663641 0001088638
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	11 × The stock price does not exist	industry.us_generic	0001343465 0001115128 0001609139 0000934796 0001084332 0001538217 0001588014 0001648365 0001725516 0001084267 0001509477
warning	6 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001705110 0001516079 0001375796 0001527190 0001078099 0001615780
warning	4 × Excluding company: variable exceeds outlier threshold	pre-agg	0000934796 0000934796 0001588014 0001084267
warning	3 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001703625 0001588014 0001392694
warning	2 × Missing logo	subcommand.report	0001705110 0001516079
warning	1 × equityII differs from equityI	pre-agg	0001588014
warning	1 × Similarly named company. Duplicate?	None	0001527190
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001696195
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	6,041	63,898	37,275,538	1,064,379,900	14,116,000,000	0001516079	0001133311	0000029989
1	AssetsNonCurrent	0	0	1,144,558	736,423,300	935,500,000	0001133311	0001078099	0001377630
2	IntangibleAssets	0	0	1,648,546	1,079,571,300	9,705,900,000	0000875355	0001538217	0000029989
3	PropertyPlantAndEquipment	0	158	2,671,153	160,678,700	690,900,000	0001516079	0000875355	0000029989
4	remainder_Assets	-494,787,000	-30,700,000	69,786	117,240,700	135,189,000	0001576427	0001509477	0001490281
5	LiabilitiesCurrent	14,151	913,125	29,600,009	1,097,712,100	15,108,900,000	0001516079	0001133311	0000029989
6	LiabilitiesNonCurrent	0	0	145,171	935,764,400	1,039,600,000	0000029989	0001615780	0001377630
7	remainder_Liabilities	-2,497,000	-2,098,710	0	54,717,700	78,973,000	0001576427	0001133311	0000876883
8	CostOfGoodsAndServicesSold	0	0	19,722	130,343,754	1,510,016,000	0000029989	0001648365	0001490281
9	SellingAndMarketingExpense	0	0	1,728,930	398,891,100	464,040,000	0000029989	0000875355	0001705110
10	GeneralAndAdministrativeExpense	0	0	4,299,773	283,097,400	310,455,000	0000029989	0001509477	0000876883
11	remainder_Expenses	800	152,138	20,730,760	1,605,600,900	14,134,600,000	0001516079	0001538217	0000029989
12	remainder_Revenues	0	0	23,351,110	2,789,158,500	15,273,600,000	0000876883	0001538217	0000029989
13	remainder_NetIncome	-10,688,000	-9,365,700	1,314	400,760,000	1,470,979,000	0001460329	0001509477	0000876883
14	remainder_ComprehensiveNetIncome	-15,505,000	-11,063,654	0	64,352,500	289,200,000	0000876883	0001377630	0000029989

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	6,041	278,811	45,902,463	1,696,753,300	24,931,200,000	0001516079	0001133311	0000029989
1	Liabilities	14,151	927,512	29,675,931	1,754,933,100	15,108,900,000	0001516079	0001133311	0000029989
2	Expenses	800	252,533	82,314,678	2,758,837,300	14,134,600,000	0001516079	0000829323	0000029989
3	Revenues	0	0	23,351,110	2,789,158,500	15,273,600,000	0000876883	0001538217	0000029989
4	StockholdersEquity	-116,000,000	-83,511,814	14,089,000	1,256,368,700	9,822,300,000	0001527190	0000829323	0000029989
5	NetIncome	-104,527,000	-63,453,154	-638,588	241,690,700	1,192,200,000	0001705110	0000875355	0000029989
6	ComprehensiveNetIncome	-99,165,000	-64,465,238	-638,610	234,302,800	1,481,400,000	0001705110	0000875355	0000029989
7	BaseVar	32,496	886,320	131,783,153	4,291,697,850	34,895,350,000	0001516079	0001133311	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-5.01	-2.32	0.117	0.739	1.00	0001516079	0001490281	0001705110
9	EconomicCapitalRatio	0.000130	0.112	0.796	1.31	1.49	0001516079	0001490281	0001705110

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.217	-0.180	-0.0270	0.315	0.495	0001509477	0001490281	0001375796
1	AssetsNonCurrent	-0.110	-0.105	-0.0293	0.130	0.212	0001490281	0001495231	0000829323
2	IntangibleAssets	-0.188	-0.144	-0.0309	0.327	0.356	0001509477	0001648365	0001705110
3	PropertyPlantAndEquipment	-0.0333	-0.0233	-0.00519	0.0253	0.138	0001538217	0001115128	0001615780
4	remainder_Assets	-0.292	-0.105	-0.0300	0.234	0.383	0000829323	0001490281	0001538217
5	LiabilitiesCurrent	-0.135	-0.0642	0.0692	0.365	0.377	0000029989	0001539850	0001460329
6	LiabilitiesNonCurrent	-0.769	-0.682	0.0168	0.212	0.242	0001527190	0001392694	0001133311
7	remainder_Liabilities	-0.203	-0.0117	0.00383	0.0519	0.104	0001460329	0001392694	0000829323
8	CostOfGoodsAndServicesSold	-0.647	-0.595	0.0231	0.247	0.336	0000875355	0001527190	0001133311
9	SellingAndMarketingExpense	-0.887	-0.280	0.0230	0.169	0.211	0001133311	0001648365	0000829323
10	GeneralAndAdministrativeExpense	-0.470	-0.314	0.00361	0.208	0.240	0001509477	0001377630	0001538217
11	remainder_Expenses	-0.525	-0.493	0.000127	0.364	0.392	0001576427	0001516079	0000875355
12	remainder_Revenues	-0.769	-0.457	0.0577	0.592	0.663	0001133311	0001509477	0001576427
13	remainder_NetIncome	-0.599	-0.104	-0.0114	0.205	0.899	0001516079	0000029989	0001133311
14	remainder_ComprehensiveNetIncome	-0.0206	-0.0167	-0.00536	0.0329	0.0475	0001490281	0001375796	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.481	-0.262	0.00656	0.237	0.322	0001509477	0000876883	0001078099
1	Liabilities	-0.377	-0.297	0.0560	0.513	0.523	0001527190	0001495231	0001576427
2	Expenses	-0.635	-0.570	-0.0443	0.171	0.199	0001495231	0001078099	0001375796
3	Revenues	-0.769	-0.457	0.0577	0.592	0.663	0001133311	0001509477	0001576427
4	StockholdersEquity	-0.269	-0.223	0.0132	0.465	0.804	0001615780	0001495231	0001705110
5	NetIncome	-0.412	-0.396	0.0989	0.431	0.595	0001516079	0001538217	0001576427
6	ComprehensiveNetIncome	-0.417	-0.282	0.0868	0.419	0.626	0001516079	0001538217	0001576427
7	BaseVar	0	0	0	0	0	0000029989	0001490281	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.662	-0.550	0.134	0.643	0.824	0001516079	0001490281	0001705110
9	EconomicCapitalRatio	-0.809	-0.697	-0.0131	0.496	0.678	0001516079	0001490281	0001705110

2018

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001663641
warning	11 × The stock price does not exist	industry.us_generic	0001696195 0000051644 0001334978 0001115128 0001648365 0000934796 0001538217 0001703625 0001725516 0001609139 0001084332
warning	5 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001516079 0001375796 0001078099 0001615780 0001527190
warning	3 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001588014 0001703625 0001752372
warning	3 × Excluding company: variable exceeds outlier threshold	pre-agg	0001696195 0000934796 0000934796
warning	2 × Missing logo	subcommand.report	0001705110 0001516079
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630
warning	2 × Ignoring company because Assets is zero	pre-agg	0001334978 0001703625
warning	1 × equityII differs from equityI	pre-agg	0001588014
warning	1 × Similarly named company. Duplicate?	None	0001527190
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001696195
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001377630

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	8,207	50,222	8,416,171	975,956,700	13,726,900,000	0001703625	0001495231	0000029989
1	AssetsNonCurrent	0	0	25,715	704,569,400	910,900,000	0001084267	0001538217	0001377630
2	IntangibleAssets	0	0	356,834	1,062,404,600	9,767,100,000	0000875355	0001588014	0000029989
3	PropertyPlantAndEquipment	0	0	829,110	169,699,400	694,400,000	0001084332	0001460329	0000029989
4	remainder_Assets	-608,930,000	-33,600,000	1,759	92,686,950	120,900,000	0001576427	0001539850	0000029989
5	LiabilitiesCurrent	26,063	57,340	12,376,485	882,050,700	15,270,200,000	0001703625	0001495231	0000029989
6	LiabilitiesNonCurrent	0	0	3,020	979,150,300	1,120,500,000	0000029989	0001588014	0001377630
7	remainder_Liabilities	-10,770,000	-1,520,891	0	44,567,750	56,096,000	0001576427	0001377630	0000876883
8	CostOfGoodsAndServicesSold	0	0	1,607,797	1,327,967,850	12,437,300,000	0001078099	0001588014	0000029989
9	SellingAndMarketingExpense	0	0	14,223	387,676,500	541,469,000	0000029989	0001725516	0001705110
10	GeneralAndAdministrativeExpense	0	0	985,522	257,555,950	349,056,000	0000029989	0001588014	0000876883
11	remainder_Expenses	0	317	13,225,262	690,417,050	1,478,500,000	0001588014	0001375796	0000029989
12	remainder_Revenues	0	5,320	26,703,316	2,518,994,800	15,290,200,000	0001084332	0000875355	0000029989
13	remainder_NetIncome	-101,000,000	-77,951,650	-265,544	19,551,434	66,100,000	0001377630	0001588014	0000029989
14	remainder_ComprehensiveNetIncome	-379,600,000	-15,549,750	0	0	3,332	0000029989	0001538217	0001648365

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	29,493	59,223	23,538,000	1,749,967,250	24,617,000,000	0001703625	0000875355	0000029989
1	Liabilities	26,063	139,517	12,376,485	1,615,381,950	15,270,200,000	0001703625	0001495231	0000029989
2	Expenses	906	162,539	28,715,596	2,447,910,350	13,915,800,000	0001516079	0000875355	0000029989
3	Revenues	0	5,320	26,703,316	2,518,994,800	15,290,200,000	0001084332	0000875355	0000029989
4	StockholdersEquity	-195,421,000	-122,610,000	4,331,374	1,383,175,350	9,346,800,000	0000876883	0001495231	0000029989
5	NetIncome	-111,948,000	-91,351,681	-461,949	97,517,650	1,440,500,000	0000876883	0001539850	0000029989
6	ComprehensiveNetIncome	-117,059,000	-91,351,681	-627,665	91,117,900	1,060,900,000	0000876883	0001516079	0000029989
7	BaseVar	62,706	534,211	46,188,818	3,840,832,550	34,769,450,000	0001703625	0000875355	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-5.80	-2.81	0.0415	1.14	1.21	0001084267	0000829323	0001705110
9	EconomicCapitalRatio	0.00000710	0.0586	0.724	1.58	1.62	0001084267	0000829323	0001705110

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.313	-0.222	-0.0194	0.246	0.910	0000829323	0001133311	0001648365
1	AssetsNonCurrent	-0.0823	-0.0715	-0.0349	0.141	0.178	0001133311	0001460329	0001377630
2	IntangibleAssets	-0.162	-0.113	-0.0233	0.194	0.233	0001133311	0001576427	0001703625
3	PropertyPlantAndEquipment	-0.0465	-0.0295	-0.0119	0.0938	0.320	0000829323	0001516079	0001703625
4	remainder_Assets	-0.359	-0.200	-0.00392	0.0872	0.249	0000829323	0001538217	0001609139
5	LiabilitiesCurrent	-0.249	-0.112	0.107	0.390	0.401	0001375796	0001343465	0000875355
6	LiabilitiesNonCurrent	-0.823	-0.492	0.0153	0.178	0.225	0001527190	0001588014	0001133311
7	remainder_Liabilities	-0.149	-0.00495	0.00632	0.0938	0.113	0001460329	0001588014	0001133311
8	CostOfGoodsAndServicesSold	-0.901	-0.579	0.0131	0.208	0.263	0001588014	0001343465	0001460329
9	SellingAndMarketingExpense	-1.00	-0.244	0.0126	0.0863	0.0972	0001133311	0001588014	0001538217
10	GeneralAndAdministrativeExpense	-0.631	-0.416	0.0123	0.199	0.222	0001703625	0001377630	0001538217
11	remainder_Expenses	-0.893	-0.465	0.0141	0.300	0.407	0000829323	0001516079	0001133311
12	remainder_Revenues	-0.421	-0.228	0.0140	0.636	0.685	0001648365	0000876883	0000875355
13	remainder_NetIncome	-0.475	-0.333	0.0722	0.676	0.933	0001084267	0001392694	0001538217
14	remainder_ComprehensiveNetIncome	-0.0142	-0.0102	0.000332	0.00372	0.00501	0000029989	0001084332	0001648365

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.350	-0.329	-0.00644	0.238	0.511	0000829323	0001084267	0001648365
1	Liabilities	-0.368	-0.166	0.0922	0.497	0.551	0001527190	0001084332	0000875355
2	Expenses	-0.827	-0.634	-0.00734	0.156	0.217	0000829323	0001084267	0000029989
3	Revenues	-0.421	-0.228	0.0140	0.636	0.685	0001648365	0000876883	0000875355
4	StockholdersEquity	-0.395	-0.329	0.0359	0.609	0.809	0001539850	0001725516	0001705110
5	NetIncome	-0.683	-0.409	0.160	0.822	0.924	0001084267	0000829323	0001725516
6	ComprehensiveNetIncome	-0.683	-0.406	0.162	0.825	0.924	0001084267	0000829323	0001725516
7	BaseVar	0	0	0	0	0	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.640	-0.581	0.0842	0.936	0.983	0001084267	0000829323	0001705110
9	EconomicCapitalRatio	-0.792	-0.734	-0.0682	0.784	0.831	0001084267	0000829323	0001705110

2019

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001663641
warning	11 × The stock price does not exist	industry.us_generic	0000051644 0001115128 0001334978 0001648365 0000934796 0001088638 0001346655 0001538217 0001725516 0001696195 0001703625
warning	4 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001552358 0001615780 0001375796 0001078099
warning	4 × Excluding company: variable exceeds outlier threshold	pre-agg	0000934796 0000934796 0001725516 0001696195
warning	3 × Ignoring company because Assets is zero	pre-agg	0001334978 0001552358 0001703625
warning	2 × Missing logo	subcommand.report	0001705110 0001752372
warning	2 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001752372 0001588014
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001377630

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	54,789	98,952	15,940,523	7,216,652,200	14,584,700,000	0001615780	0000875355	0000029989
1	AssetsNonCurrent	0	0	373,184	775,938,400	875,700,000	0001084267	0000875355	0001377630
2	IntangibleAssets	0	0	9,947,771	6,233,865,600	11,177,000,000	0001377630	0001495231	0000029989
3	PropertyPlantAndEquipment	0	0	1,375,630	569,552,200	778,100,000	0001539850	0000829323	0000051644
4	remainder_Assets	-740,191,000	-37,627,200	3,980	99,956,200	184,966,000	0001576427	0001539850	0001490281
5	LiabilitiesCurrent	194,454	652,539	17,739,039	7,700,629,400	15,980,900,000	0001725516	0000829323	0000029989
6	LiabilitiesNonCurrent	0	0	1,239,149	1,131,035,400	5,341,200,000	0000029989	0001343465	0000051644
7	remainder_Liabilities	-9,272,000	-1,615,360	0	29,340,200	44,098,000	0001576427	0001375796	0001460329
8	CostOfGoodsAndServicesSold	0	0	11,893,166	7,246,269,400	12,194,000,000	0001078099	0001133311	0000029989
9	SellingAndMarketingExpense	0	0	154,881	368,252,600	733,223,000	0000029989	0001588014	0001705110
10	GeneralAndAdministrativeExpense	0	0	1,361,976	344,265,400	1,564,100,000	0000029989	0001588014	0000051644
11	remainder_Expenses	-953,100,000	77,546	13,211,941	712,113,600	1,386,100,000	0000051644	0001392694	0000029989
12	remainder_Revenues	0	69,853	61,540,845	8,629,343,200	14,953,700,000	0001648365	0000829323	0000029989
13	remainder_NetIncome	-207,300,000	-101,888,200	0	6,252,600	62,300,000	0000051644	0001725516	0000029989
14	remainder_ComprehensiveNetIncome	-43,600,000	-22,039,200	0	25,242	762,000	0000029989	0001460329	0001133311

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	146,488	290,094	30,748,161	14,585,842,200	26,783,400,000	0001539850	0000829323	0000029989
1	Liabilities	194,454	746,539	18,190,005	12,205,661,600	15,980,900,000	0001725516	0000829323	0000029989
2	Expenses	388,065	430,272	68,959,015	7,908,055,600	13,580,100,000	0001539850	0000829323	0000029989
3	Revenues	0	69,853	61,540,845	8,629,343,200	14,953,700,000	0001648365	0000829323	0000029989
4	StockholdersEquity	-142,416,000	-97,899,923	12,506,085	2,733,571,400	10,802,500,000	0000876883	0001538217	0000029989
5	NetIncome	-73,700,000	-42,633,575	-1,082,684	558,313,800	1,435,900,000	0001377630	0001648365	0000029989
6	ComprehensiveNetIncome	-73,700,000	-42,647,975	-1,745,331	550,950,600	1,392,300,000	0001377630	0001460329	0000029989
7	BaseVar	562,428	996,737	91,257,316	21,639,016,800	35,702,000,000	0001725516	0000829323	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-2.96	-1.47	0.143	0.881	1.17	0001084267	0001495231	0001705110
9	EconomicCapitalRatio	0.0341	0.327	0.821	1.40	1.60	0001084267	0001495231	0001705110

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.260	-0.145	-0.0187	0.229	0.287	0000829323	0001343465	0000875355
1	AssetsNonCurrent	-0.0724	-0.0604	-0.0259	0.148	0.197	0000829323	0000029989	0001576427
2	IntangibleAssets	-0.201	-0.171	-0.0254	0.144	0.506	0000875355	0001588014	0001538217
3	PropertyPlantAndEquipment	-0.0316	-0.0265	-0.00897	0.0204	0.160	0001725516	0001538217	0001615780
4	remainder_Assets	-0.138	-0.102	-0.0136	0.0539	0.147	0001576427	0001538217	0001343465
5	LiabilitiesCurrent	-0.260	-0.139	0.0215	0.377	0.615	0001375796	0001377630	0001588014
6	LiabilitiesNonCurrent	-0.653	-0.273	0.00789	0.196	0.214	0001377630	0001392694	0001588014
7	remainder_Liabilities	-0.189	-0.0844	0.0349	0.118	0.150	0001343465	0001375796	0000829323
8	CostOfGoodsAndServicesSold	-0.712	-0.373	0.00228	0.296	0.645	0000875355	0001084267	0001588014
9	SellingAndMarketingExpense	-0.769	-0.319	0.0115	0.125	0.175	0001133311	0000875355	0000829323
10	GeneralAndAdministrativeExpense	-0.585	-0.269	0.00776	0.170	0.181	0001588014	0001377630	0001490281
11	remainder_Expenses	-0.835	-0.631	0.0332	0.263	0.380	0000829323	0000876883	0001133311
12	remainder_Revenues	-0.211	-0.176	0.0244	0.542	0.894	0001375796	0000029989	0001588014
13	remainder_NetIncome	-0.577	-0.00451	0.0359	0.158	0.186	0001084267	0001490281	0001588014
14	remainder_ComprehensiveNetIncome	-0.00596	-0.00401	-0.000325	0.00331	0.0134	0001576427	0001460329	0001133311

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.299	-0.202	0.00336	0.139	0.169	0000829323	0001752372	0000029989
1	Liabilities	-0.209	-0.180	0.0245	0.516	0.726	0001375796	0001392694	0001588014
2	Expenses	-0.620	-0.595	-0.00157	0.164	0.237	0001588014	0001705110	0000029989
3	Revenues	-0.211	-0.176	0.0244	0.542	0.894	0001375796	0000029989	0001588014
4	StockholdersEquity	-0.299	-0.235	0.0654	0.501	0.738	0001539850	0001133311	0001705110
5	NetIncome	-0.667	-0.358	0.0868	0.444	0.740	0001084267	0000875355	0001588014
6	ComprehensiveNetIncome	-0.668	-0.358	0.0862	0.439	0.740	0001084267	0000875355	0001588014
7	BaseVar	0	0	0	0	0	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.643	-0.350	0.144	0.727	0.919	0001084267	0001495231	0001705110
9	EconomicCapitalRatio	-0.792	-0.499	-0.00464	0.579	0.770	0001084267	0001495231	0001705110

2020

Logs

warning	11 × The stock price does not exist	industry.us_generic	0001698113 0000051644 0001115128 0001648365 0001088638 0001346655 0001538217 0001552358 0001840102 0000934796 0001725516
warning	3 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001463833 0001552358 0001615780
warning	2 × Missing logo	subcommand.report	0001705110 0001752372
warning	2 × Ignoring company because Assets is zero	pre-agg	0001552358 0001552358
warning	2 × Excluding company: variable exceeds outlier threshold	pre-agg	0000934796 0001725516
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001377630

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	6,678	173,335	14,594,096	6,957,748,000	15,590,100,000	0001703625	0000829323	0000029989
1	AssetsNonCurrent	0	0	61,701	749,259,200	788,860,000	0001084267	0001392694	0001576427
2	IntangibleAssets	0	0	5,396,743	6,119,354,000	11,131,600,000	0001346655	0001392694	0000029989
3	PropertyPlantAndEquipment	0	2,973	1,120,726	466,491,500	690,300,000	0001334978	0001588014	0000051644
4	remainder_Assets	-709,066,000	-19,282,496	179,564	107,043,700	199,877,000	0001576427	0000876883	0001334978
5	LiabilitiesCurrent	127,353	609,357	15,316,544	7,140,292,500	15,525,100,000	0001703625	0001392694	0000029989
6	LiabilitiesNonCurrent	0	0	1,267,022	4,149,387,600	7,091,400,000	0000029989	0000875355	0001334978
7	remainder_Liabilities	-5,297,000	-387,700	0	26,813,500	33,283,000	0001576427	0001334978	0001460329
8	CostOfGoodsAndServicesSold	0	0	8,000,809	5,770,851,300	10,989,200,000	0001334978	0001495231	0000029989
9	SellingAndMarketingExpense	0	0	0	310,101,300	762,590,000	0000029989	0000829323	0001705110
10	GeneralAndAdministrativeExpense	0	0	778,251	364,336,700	1,367,900,000	0000029989	0001752372	0000051644
11	remainder_Expenses	-596,700,000	-72,561	12,615,879	1,068,326,200	2,502,889,000	0000051644	0001392694	0001334978
12	remainder_Revenues	0	13,693	44,663,306	6,964,485,100	13,171,100,000	0001703625	0000829323	0000029989
13	remainder_NetIncome	-226,200,000	-36,395,300	0	41,288,500	157,800,000	0000051644	0001556739	0001377630
14	remainder_ComprehensiveNetIncome	-91,700,000	-30,835,900	0	33,071,600	56,132,000	0000029989	0001495231	0001576427

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	373,819	660,047	39,027,922	14,356,471,900	27,647,200,000	0001615780	0001538217	0000029989
1	Liabilities	127,353	787,480	18,055,553	13,065,352,500	15,525,100,000	0001703625	0001392694	0000029989
2	Expenses	459,104	634,376	52,719,434	6,687,286,700	12,175,800,000	0001615780	0000829323	0000029989
3	Revenues	0	13,693	44,663,306	6,964,485,100	13,171,100,000	0001703625	0000829323	0000029989
4	StockholdersEquity	-2,782,602,000	-347,821,100	2,896,080	2,766,251,200	12,122,100,000	0001334978	0001084267	0000029989
5	NetIncome	-600,226,000	-262,485,100	-1,863,679	292,706,300	1,020,800,000	0001334978	0001343465	0000029989
6	ComprehensiveNetIncome	-598,954,000	-293,321,000	-1,863,304	325,396,300	929,100,000	0001334978	0001343465	0000029989
7	BaseVar	755,152	1,425,741	71,575,612	20,607,010,800	34,318,200,000	0001703625	0000829323	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-1.64	-1.42	-0.0135	0.765	1.16	0001084267	0001346655	0001705110
9	EconomicCapitalRatio	0.274	0.342	0.683	1.32	1.59	0001084267	0001346655	0001705110

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.335	-0.172	-0.000147	0.162	0.406	0001392694	0001538217	0001495231
1	AssetsNonCurrent	-0.110	-0.0651	-0.0231	0.177	0.196	0001392694	0000029989	0001377630
2	IntangibleAssets	-0.217	-0.185	-0.0148	0.159	0.169	0000875355	0001703625	0001556739
3	PropertyPlantAndEquipment	-0.0798	-0.0515	-0.00602	0.0383	0.212	0001392694	0001334978	0001588014
4	remainder_Assets	-0.136	-0.118	-0.0245	0.207	0.649	0001392694	0001495231	0001703625
5	LiabilitiesCurrent	-0.370	-0.233	0.0134	0.422	0.439	0001539850	0000876883	0001588014
6	LiabilitiesNonCurrent	-0.580	-0.402	0.00539	0.234	0.332	0001377630	0001538217	0001588014
7	remainder_Liabilities	-0.0655	-0.0631	0.00373	0.0759	0.0923	0001460329	0001752372	0001588014
8	CostOfGoodsAndServicesSold	-1.61	-0.634	0.0126	0.277	0.519	0001392694	0001346655	0001588014
9	SellingAndMarketingExpense	-0.333	-0.132	0.0110	0.0942	0.110	0001705110	0000876883	0000829323
10	GeneralAndAdministrativeExpense	-0.741	-0.564	0.0168	0.167	0.300	0001088638	0001343465	0000829323
11	remainder_Expenses	-0.922	-0.589	0.0447	0.247	0.497	0000829323	0001346655	0001088638
12	remainder_Revenues	-0.499	-0.303	0.00688	0.536	0.642	0001346655	0000876883	0001588014
13	remainder_NetIncome	-0.162	-0.0689	-0.0138	0.0233	0.189	0001084267	0001705110	0001346655
14	remainder_ComprehensiveNetIncome	-0.0157	-0.00515	-0.00219	0.0202	0.0479	0001752372	0001705110	0001648365

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.537	-0.165	-0.00740	0.266	0.303	0001392694	0001556739	0001495231
1	Liabilities	-0.120	-0.0926	0.00158	0.518	0.558	0000051644	0001538217	0001705110
2	Expenses	-0.914	-0.557	-0.00656	0.205	0.229	0001392694	0001490281	0000029989
3	Revenues	-0.499	-0.303	0.00688	0.536	0.642	0001346655	0000876883	0001588014
4	StockholdersEquity	-0.296	-0.277	0.0285	0.472	0.789	0001615780	0001084267	0001705110
5	NetIncome	-0.678	-0.370	0.0182	0.430	0.453	0001703625	0001334978	0001588014
6	ComprehensiveNetIncome	-0.680	-0.362	0.0178	0.426	0.448	0001703625	0001334978	0001588014
7	BaseVar	0	0	0	0	0	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.407	-0.339	0.00202	0.643	0.911	0001084267	0001346655	0001705110
9	EconomicCapitalRatio	-0.549	-0.480	-0.140	0.501	0.770	0001084267	0001346655	0001705110

2021

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001822372
warning	12 × The stock price does not exist	industry.us_generic	0000934796 0001725516 0000051644 0001115128 0001346655 0001696195 0001840102 0001648365 0001088638 0001538217 0001552358 0001698113
warning	2 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001463833 0001615780
warning	2 × Missing logo	subcommand.report	0001705110 0001752372
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001822372
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001840102
warning	1 × Ignoring company because Assets is zero	pre-agg	0001552358
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001377630

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	84,520	190,916	32,178,629	7,049,972,156	15,909,500,000	0001615780	0001698113	0000029989
1	AssetsNonCurrent	0	0	48,573	712,950,650	800,897,041	0000875355	0001463833	0001648365
2	IntangibleAssets	0	0	2,957,876	5,480,208,700	11,239,500,000	0001343465	0001495231	0000029989
3	PropertyPlantAndEquipment	0	2,789	503,905	472,382,952	992,100,000	0001334978	0001133311	0000029989
4	remainder_Assets	-672,544,000	-133,573,171	105,969	167,691,250	230,444,000	0001576427	0001615780	0001490281
5	LiabilitiesCurrent	94,934	325,455	19,391,910	6,636,385,350	16,226,200,000	0001840102	0001538217	0000029989
6	LiabilitiesNonCurrent	0	0	349,113	3,694,085,100	7,055,802,000	0000029989	0000829323	0001334978
7	remainder_Liabilities	-10,798,000	-2,656,118	0	29,154,986	144,423,000	0001556739	0001115128	0000876883
8	CostOfGoodsAndServicesSold	0	0	15,198,015	5,213,338,000	11,499,700,000	0001334978	0000829323	0000029989
9	SellingAndMarketingExpense	0	0	0	343,324,350	883,643,000	0000029989	0001334978	0001705110
10	GeneralAndAdministrativeExpense	0	0	1,079,841	415,839,450	1,279,600,000	0000029989	0001840102	0000051644
11	remainder_Expenses	-611,100,000	-290	14,448,069	959,899,078	2,573,870,000	0000051644	0001084267	0001334978
12	remainder_Revenues	0	178,621	55,471,072	6,646,790,750	14,289,400,000	0001703625	0000829323	0000029989
13	remainder_NetIncome	-211,600,000	-73,773,450	0	28,095,000	92,680,000	0000051644	0000875355	0001490281
14	remainder_ComprehensiveNetIncome	-138,300,000	-50,446,382	0	173,300	6,875,000	0000029989	0001538217	0001334978

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	239,724	479,490	48,291,424	13,334,769,750	28,421,800,000	0001615780	0001698113	0000029989
1	Liabilities	105,920	895,381	19,470,153	12,746,406,250	16,304,400,000	0001703625	0001538217	0000051644
2	Expenses	423,905	529,381	61,453,453	6,139,206,500	12,816,600,000	0001615780	0001133311	0000029989
3	Revenues	0	178,621	55,471,072	6,646,790,750	14,289,400,000	0001703625	0000829323	0000029989
4	StockholdersEquity	-3,193,970,000	-217,092,574	3,373,200	2,762,774,400	12,195,600,000	0001334978	0001392694	0000029989
5	NetIncome	-433,120,000	-155,323,697	-2,353,076	596,981,150	1,507,600,000	0001334978	0001539850	0000029989
6	ComprehensiveNetIncome	-426,245,000	-179,104,025	-2,353,076	566,175,700	1,369,300,000	0001334978	0001539850	0000029989
7	BaseVar	800,495	2,119,122	89,318,887	19,543,809,975	35,963,550,000	0001703625	0000829323	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-4.73	-2.31	0.190	1.03	1.25	0001084267	0000051644	0001088638
9	EconomicCapitalRatio	0.000325	0.153	0.864	1.51	1.65	0001084267	0000051644	0001088638

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.499	-0.130	-0.0103	0.224	0.463	0001698113	0001490281	0001495231
1	AssetsNonCurrent	-0.0966	-0.0669	-0.0358	0.165	0.573	0001698113	0000029989	0001703625
2	IntangibleAssets	-0.317	-0.124	-0.0141	0.196	0.260	0001698113	0001490281	0001556739
3	PropertyPlantAndEquipment	-0.0212	-0.0189	-0.000843	0.0283	0.0895	0001133311	0001343465	0001588014
4	remainder_Assets	-0.109	-0.0406	-0.00182	0.0402	0.118	0001576427	0000875355	0001490281
5	LiabilitiesCurrent	-2.19	-0.261	0.0205	0.425	0.468	0001343465	0000876883	0001088638
6	LiabilitiesNonCurrent	-0.571	-0.363	0.0158	0.235	0.277	0001377630	0000875355	0001588014
7	remainder_Liabilities	-0.0990	-0.00296	0.0259	0.0702	0.0769	0001460329	0001648365	0001588014
8	CostOfGoodsAndServicesSold	-3.23	-0.823	0.0337	0.180	0.380	0001698113	0001703625	0001343465
9	SellingAndMarketingExpense	-0.682	-0.314	0.0137	0.129	0.143	0000829323	0001334978	0001463833
10	GeneralAndAdministrativeExpense	-0.744	-0.221	0.0153	0.209	0.243	0001088638	0001538217	0000829323
11	remainder_Expenses	-0.665	-0.267	0.0355	0.353	0.404	0001703625	0001538217	0001588014
12	remainder_Revenues	-0.518	-0.345	0.0119	0.607	0.849	0001703625	0001346655	0001588014
13	remainder_NetIncome	-0.536	-0.131	-0.00275	0.459	0.746	0001538217	0001698113	0001343465
14	remainder_ComprehensiveNetIncome	-0.0264	-0.0104	0.000850	0.00560	0.00610	0001576427	0001539850	0001463833

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.693	-0.237	0.0148	0.242	0.325	0001698113	0001538217	0001703625
1	Liabilities	-1.14	-0.210	0.0289	0.611	0.699	0001343465	0001538217	0001588014
2	Expenses	-2.20	-0.543	0.0114	0.217	0.494	0001698113	0001133311	0001343465
3	Revenues	-0.518	-0.345	0.0119	0.607	0.849	0001703625	0001346655	0001588014
4	StockholdersEquity	-0.908	-0.368	0.0748	0.620	0.722	0001343465	0001648365	0001705110
5	NetIncome	-0.752	-0.621	0.0858	0.641	0.813	0001703625	0001495231	0001343465
6	ComprehensiveNetIncome	-0.751	-0.620	0.0898	0.645	0.815	0001703625	0001495231	0001343465
7	BaseVar	0	0	0	0	0	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.678	-0.525	0.186	0.827	0.973	0001084267	0000051644	0001088638
9	EconomicCapitalRatio	-0.877	-0.724	-0.0134	0.628	0.774	0001084267	0000051644	0001088638

2022

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001627469
warning	7 × The stock price does not exist	industry.us_generic	0001088638 0000051644 0001696195 0001346655 0001115128 0000934796 0001725516
warning	2 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001463833 0001615780
warning	2 × Missing logo	subcommand.report	0001705110 0001752372
warning	2 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630
warning	1 × Invalid stock price, skipping obs_EconomicCapitalRatio	industry.us_generic	0001840102
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001377630

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	0	120,765	25,523,470	7,152,728,600	14,613,000,000	0001696195	0001392694	0000029989
1	AssetsNonCurrent	0	0	27,146	698,820,000	1,087,898,000	0000875355	0001463833	0001576427
2	IntangibleAssets	0	0	4,560,617	5,606,848,200	11,212,700,000	0001343465	0001392694	0000029989
3	PropertyPlantAndEquipment	0	0	691,184	468,159,250	900,100,000	0001334978	0001463833	0000029989
4	remainder_Assets	-924,506,000	-8,513,925	65,484	141,130,850	1,205,418,000	0001576427	0001539850	0001334978
5	LiabilitiesCurrent	0	544,120	14,529,217	6,975,548,850	15,052,800,000	0001696195	0001495231	0000029989
6	LiabilitiesNonCurrent	0	0	1,015,762	3,868,362,600	6,983,609,000	0000029989	0001588014	0001334978
7	remainder_Liabilities	-3,463,000	-370,900	0	23,486,100	71,140,000	0001576427	0001334978	0000876883
8	CostOfGoodsAndServicesSold	0	0	6,909,436	6,489,766,600	11,607,900,000	0000875355	0001133311	0000029989
9	SellingAndMarketingExpense	0	0	0	372,548,600	913,022,000	0000029989	0000876883	0001705110
10	GeneralAndAdministrativeExpense	0	0	1,254,060	556,971,900	1,346,400,000	0000029989	0001588014	0000051644
11	remainder_Expenses	-564,500,000	0	5,632,166	1,083,981,300	2,538,057,000	0000051644	0001539850	0001334978
12	remainder_Revenues	0	37,274	55,927,127	8,043,797,200	14,289,100,000	0001615780	0001133311	0000029989
13	remainder_NetIncome	-124,379,000	-82,467,750	-25,135	16,965,750	75,900,000	0000876883	0001460329	0000029989
14	remainder_ComprehensiveNetIncome	-272,900,000	-72,853,600	0	3,006,224	13,545,000	0000029989	0001539850	0001334978

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	177,390	430,530	38,388,597	14,029,353,850	27,002,500,000	0001343465	0001539850	0000029989
1	Liabilities	43,902	1,280,514	14,612,791	12,706,405,950	15,100,700,000	0001696195	0001495231	0000051644
2	Expenses	52,857	409,827	56,572,279	7,300,569,950	12,961,200,000	0001696195	0001133311	0000029989
3	Revenues	0	37,274	55,927,127	8,043,797,200	14,289,100,000	0001615780	0001133311	0000029989
4	StockholdersEquity	-3,262,806,000	-303,818,214	8,854,519	3,002,892,900	11,949,700,000	0001334978	0001490281	0000029989
5	NetIncome	-234,380,000	-142,878,700	-650,088	640,486,800	1,403,800,000	0001490281	0001392694	0000029989
6	ComprehensiveNetIncome	-229,854,000	-142,878,700	-934,555	582,816,900	1,130,900,000	0001490281	0000934796	0000029989
7	BaseVar	330,212	1,998,522	101,197,674	21,090,467,575	34,827,200,000	0001696195	0000829323	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-5.63	-2.51	0.183	1.02	1.37	0001840102	0001133311	0000875355
9	EconomicCapitalRatio	0.0000135	0.131	0.858	1.50	1.73	0001840102	0001133311	0000875355

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.187	-0.172	-0.0168	0.167	0.322	0000829323	0001615780	0001346655
1	AssetsNonCurrent	-0.0998	-0.0724	-0.0169	0.151	0.325	0001392694	0001556739	0001576427
2	IntangibleAssets	-0.297	-0.130	-0.00722	0.172	0.401	0001392694	0001490281	0001539850
3	PropertyPlantAndEquipment	-0.0767	-0.0382	-0.00754	0.0818	0.480	0001392694	0000051644	0001588014
4	remainder_Assets	-0.205	-0.189	-0.0402	0.100	1.27	0001576427	0001556739	0001696195
5	LiabilitiesCurrent	-0.0901	-0.0882	0.0936	0.478	0.537	0001615780	0000875355	0001463833
6	LiabilitiesNonCurrent	-0.450	-0.221	0.0100	0.219	0.239	0001334978	0001377630	0001705110
7	remainder_Liabilities	-0.110	-0.0124	0.0185	0.0488	0.0566	0001696195	0000051644	0001392694
8	CostOfGoodsAndServicesSold	-1.88	-0.592	-0.00226	0.170	0.222	0001392694	0001840102	0000875355
9	SellingAndMarketingExpense	-0.937	-0.409	0.0212	0.116	0.128	0000829323	0000934796	0001463833
10	GeneralAndAdministrativeExpense	-0.647	-0.296	0.0382	0.201	0.350	0001084267	0001334978	0001463833
11	remainder_Expenses	-0.571	-0.301	0.0267	0.217	0.239	0001463833	0001576427	0001346655
12	remainder_Revenues	-0.457	-0.230	0.0317	0.560	0.723	0000875355	0000029989	0001463833
13	remainder_NetIncome	-0.118	-0.0893	-0.0141	0.0438	0.749	0001725516	0001556739	0000875355
14	remainder_ComprehensiveNetIncome	-0.0244	-0.0152	-0.00101	0.000449	0.0321	0001576427	0001725516	0001752372

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.500	-0.378	-0.0152	0.235	0.448	0001392694	0001490281	0001696195
1	Liabilities	-0.115	-0.0771	0.0966	0.607	0.716	0001615780	0001460329	0001463833
2	Expenses	-1.01	-0.954	0.0115	0.270	0.336	0000829323	0001133311	0000875355
3	Revenues	-0.457	-0.230	0.0317	0.560	0.723	0000875355	0000029989	0001463833
4	StockholdersEquity	-0.352	-0.327	0.110	0.738	0.833	0000934796	0000829323	0001696195
5	NetIncome	-0.603	-0.302	0.0734	0.297	0.632	0001084267	0001495231	0000875355
6	ComprehensiveNetIncome	-0.603	-0.291	0.0670	0.293	0.631	0001084267	0001495231	0000875355
7	BaseVar	0	0	0	0	0	0000029989	0001377630	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.671	-0.540	0.187	0.827	1.06	0001840102	0001133311	0000875355
9	EconomicCapitalRatio	-0.865	-0.734	-0.00670	0.634	0.865	0001840102	0001133311	0000875355

2023

Logs

error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001627469
warning	4 × The stock price does not exist	industry.us_generic	0000051644 0001696195 0001088638 0001346655
warning	4 × Missing logo	subcommand.report	0001705110 0001752372 0001847064 0001872525
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001872525
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001847064
warning	1 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630
warning	1 × Expenses in unusual place in relation to revenue	input.sec.calculation_linkbase.edgar_model_mapping	0001377630

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	0	359,771	41,262,213	9,510,724,300	15,384,200,000	0001696195	0001872525	0000029989
1	AssetsNonCurrent	0	0	37,548	427,470,000	1,079,357,000	0001084267	0000829323	0001576427
2	IntangibleAssets	0	0	8,231,975	6,324,731,950	11,495,600,000	0001088638	0001872525	0000029989
3	PropertyPlantAndEquipment	0	0	584,530	560,169,100	874,900,000	0001334978	0001460329	0000029989
4	remainder_Assets	-944,066,000	-15,079,270	561,388	247,477,450	1,571,218,000	0001576427	0000829323	0001334978
5	LiabilitiesCurrent	0	785,332	25,469,142	8,993,490,700	16,246,000,000	0001696195	0001133311	0000029989
6	LiabilitiesNonCurrent	0	0	838,240	4,379,061,000	7,058,009,000	0000029989	0000829323	0001334978
7	remainder_Liabilities	-1,083,000	-82,453	0	23,283,300	34,105,000	0001576427	0001088638	0000876883
8	CostOfGoodsAndServicesSold	0	0	16,302,304	7,957,011,100	11,982,700,000	0000875355	0001495231	0000029989
9	SellingAndMarketingExpense	0	0	0	390,190,900	765,205,000	0000029989	0001088638	0001705110
10	GeneralAndAdministrativeExpense	0	0	6,653,609	615,970,850	1,342,500,000	0000029989	0000829323	0000051644
11	remainder_Expenses	-719,700,000	4,717	24,099,893	1,209,260,250	2,282,698,000	0000051644	0001847064	0001334978
12	remainder_Revenues	0	24,959	80,205,177	9,634,981,550	14,692,200,000	0000875355	0001133311	0000029989
13	remainder_NetIncome	-153,258,000	-69,780,400	10,568	96,339,450	732,500,000	0001334978	0001088638	0001377630
14	remainder_ComprehensiveNetIncome	-11,065,000	0	0	26,405,000	105,739,000	0001490281	0000875355	0001334978

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	319,122	766,064	70,554,491	17,085,576,250	28,044,600,000	0001752372	0001495231	0000029989
1	Liabilities	152,026	818,683	34,331,730	14,164,002,700	16,246,000,000	0001696195	0001133311	0000029989
2	Expenses	121,776	1,249,114	97,553,682	8,614,796,050	13,330,900,000	0001696195	0001539850	0000029989
3	Revenues	0	24,959	80,205,177	9,634,981,550	14,692,200,000	0000875355	0001133311	0000029989
4	StockholdersEquity	-3,450,743,000	-34,734,968	21,347,645	3,678,819,000	11,798,600,000	0001334978	0001539850	0000029989
5	NetIncome	-308,816,000	-177,414,650	-513,017	1,044,930,000	1,473,200,000	0001334978	0001346655	0000029989
6	ComprehensiveNetIncome	-203,077,000	-176,622,300	-488,290	1,068,560,000	1,491,700,000	0001334978	0001346655	0000029989
7	BaseVar	411,958	2,730,392	142,991,683	24,767,479,600	36,222,050,000	0001696195	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-2.29	-1.63	0.304	1.42	2.68	0001847064	0001133311	0001377630
9	EconomicCapitalRatio	0.113	0.276	0.964	1.76	2.74	0001847064	0001133311	0001377630

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.310	-0.185	-0.0166	0.222	0.902	0000829323	0001490281	0000875355
1	AssetsNonCurrent	-1.50	-0.0893	-0.0180	0.0394	0.278	0001377630	0001696195	0001576427
2	IntangibleAssets	-0.154	-0.0807	0.00476	0.175	0.185	0001346655	0001556739	0000876883
3	PropertyPlantAndEquipment	-0.0325	-0.0272	-0.00868	0.0124	0.513	0001346655	0001539850	0001588014
4	remainder_Assets	-0.184	-0.163	-0.0282	0.196	0.968	0001576427	0001539850	0001696195
5	LiabilitiesCurrent	-0.284	-0.206	0.0315	0.556	0.644	0000029989	0001460329	0001377630
6	LiabilitiesNonCurrent	-0.525	-0.218	0.0417	0.186	0.350	0001334978	0001133311	0001392694
7	remainder_Liabilities	-0.343	-0.0151	0.0329	0.120	0.138	0001696195	0000029989	0001392694
8	CostOfGoodsAndServicesSold	-2.20	-0.778	-0.00518	0.287	0.458	0001392694	0001556739	0001377630
9	SellingAndMarketingExpense	-0.436	-0.356	0.0439	0.128	0.218	0001133311	0000875355	0001392694
10	GeneralAndAdministrativeExpense	-0.388	-0.168	0.0335	0.183	0.500	0001084267	0000876883	0001392694
11	remainder_Expenses	-1.47	-0.328	0.0506	0.352	0.412	0000829323	0001084267	0001872525
12	remainder_Revenues	-0.618	-0.405	0.00568	0.560	1.35	0001377630	0000876883	0001392694
13	remainder_NetIncome	-0.149	-0.126	-0.0301	0.0103	1.48	0001084267	0001696195	0001377630
14	remainder_ComprehensiveNetIncome	-0.00545	-0.00339	-0.00130	0.00543	0.00742	0001392694	0000029989	0001752372

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.435	-0.358	-0.0137	0.388	0.525	0000829323	0001334978	0000875355
1	Liabilities	-0.266	-0.249	0.00497	0.690	0.889	0001334978	0001576427	0001392694
2	Expenses	-0.816	-0.747	0.00879	0.292	0.627	0000829323	0001490281	0001377630
3	Revenues	-0.618	-0.405	0.00568	0.560	1.35	0001377630	0000876883	0001392694
4	StockholdersEquity	-0.397	-0.245	-0.0186	0.519	0.538	0001752372	0001847064	0000875355
5	NetIncome	-0.620	-0.580	0.115	0.941	1.56	0001847064	0001705110	0001377630
6	ComprehensiveNetIncome	-0.624	-0.583	0.113	0.934	1.56	0001847064	0001705110	0001377630
7	BaseVar	0	0	0	0	0	0000029989	0001377630	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.743	-0.581	0.108	0.907	1.88	0001847064	0001133311	0001377630
9	EconomicCapitalRatio	-0.897	-0.735	-0.0458	0.753	1.73	0001847064	0001133311	0001377630

2024

Logs

error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0000875355 0000875355
warning	3 × Missing logo	subcommand.report	0001705110 0001847064 0001872525
warning	1 × The stock price does not exist	industry.us_generic	0000051644
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001872525
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0000875355
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001847064

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	1,270,836	1,870,626	63,002,592	11,448,550,000	16,223,000,000	0001588014	0001460329	0000029989
1	AssetsNonCurrent	0	0	2,041,323	595,545,250	1,042,335,000	0001084267	0001460329	0001576427
2	IntangibleAssets	0	585,461	34,295,816	7,265,485,000	12,243,000,000	0001495231	0001539850	0000029989
3	PropertyPlantAndEquipment	0	3,754	1,747,108	605,485,000	824,700,000	0001334978	0000829323	0000029989
4	remainder_Assets	-880,262,000	-132,039,300	3,808,897	408,583,550	1,311,757,000	0001576427	0001133311	0001334978
5	LiabilitiesCurrent	909,523	2,885,213	50,636,916	10,739,345,000	16,300,300,000	0001588014	0001460329	0000029989
6	LiabilitiesNonCurrent	0	0	3,071,473	5,001,583,100	6,950,254,000	0000029989	0001588014	0001334978
7	remainder_Liabilities	-4,067,000	-692,726	0	40,898,525	50,209,000	0001576427	0001392694	0000876883
8	CostOfGoodsAndServicesSold	0	0	52,560,603	9,455,905,000	12,764,700,000	0001334978	0001872525	0000029989
9	SellingAndMarketingExpense	0	0	0	319,869,800	601,638,000	0000029989	0000051644	0001705110
10	GeneralAndAdministrativeExpense	0	0	12,775,935	806,497,550	1,343,100,000	0000029989	0001495231	0000051644
11	remainder_Expenses	-392,700,000	-58,900,750	34,658,956	1,483,454,450	1,626,563,000	0000051644	0001539850	0001334978
12	remainder_Revenues	0	1,772,650	169,552,726	11,441,310,000	15,689,100,000	0001539850	0001460329	0000029989
13	remainder_NetIncome	-153,600,000	-123,022,950	-736,798	31,776,850	107,800,000	0000051644	0001084267	0000029989
14	remainder_ComprehensiveNetIncome	-231,700,000	-198,465,000	0	5,382,696	33,868,000	0000029989	0001460329	0001490281

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	6,518,315	7,284,571	84,287,250	20,020,035,000	29,620,700,000	0001084267	0001460329	0000029989
1	Liabilities	3,233,864	4,200,392	59,546,598	14,698,390,000	16,300,300,000	0001084267	0001460329	0000029989
2	Expenses	5,434,265	9,495,520	194,513,770	10,482,475,000	14,222,900,000	0001588014	0001460329	0000029989
3	Revenues	0	1,772,650	169,552,726	11,441,310,000	15,689,100,000	0001539850	0001460329	0000029989
4	StockholdersEquity	-3,639,783,000	-543,375,939	29,440,412	5,321,645,000	13,320,400,000	0001334978	0001872525	0000029989
5	NetIncome	-175,878,000	-89,465,300	-7,172,678	844,445,000	1,574,000,000	0001334978	0000829323	0000029989
6	ComprehensiveNetIncome	-209,747,000	-94,333,150	-8,519,842	645,980,000	1,342,300,000	0001334978	0000876883	0000029989
7	BaseVar	11,258,152	11,458,349	240,851,489	28,493,702,500	38,086,250,000	0001084267	0001460329	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-2.15	-1.41	0.153	0.592	1.14	0001392694	0000876883	0001705110
9	EconomicCapitalRatio	0.141	0.352	0.830	1.19	1.58	0001392694	0000876883	0001705110

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.256	-0.239	-0.0121	0.175	0.445	0000829323	0001705110	0001495231
1	AssetsNonCurrent	-0.0507	-0.0504	-0.00936	0.0453	0.308	0000829323	0000029989	0001576427
2	IntangibleAssets	-0.335	-0.311	-0.0281	0.167	0.234	0001392694	0001556739	0001539850
3	PropertyPlantAndEquipment	-0.0776	-0.0581	-0.0157	0.0603	0.405	0001392694	0000051644	0001588014
4	remainder_Assets	-0.157	-0.0930	-0.00800	0.132	0.289	0001576427	0001539850	0001084267
5	LiabilitiesCurrent	-0.291	-0.203	0.000287	0.189	0.191	0000029989	0001334978	0001588014
6	LiabilitiesNonCurrent	-0.398	-0.313	0.0179	0.204	0.241	0001334978	0001847064	0001872525
7	remainder_Liabilities	-0.0710	-0.0672	0.0233	0.0563	0.0736	0001133311	0000051644	0000829323
8	CostOfGoodsAndServicesSold	-1.39	-1.05	0.0201	0.286	0.294	0001392694	0001490281	0001705110
9	SellingAndMarketingExpense	-0.378	-0.305	0.0356	0.154	0.179	0001133311	0001084267	0001872525
10	GeneralAndAdministrativeExpense	-0.482	-0.288	0.0193	0.201	0.245	0001084267	0001490281	0001576427
11	remainder_Expenses	-1.57	-0.452	0.103	0.284	0.418	0000829323	0001705110	0001872525
12	remainder_Revenues	-0.261	-0.209	0.0285	0.392	0.425	0001539850	0001588014	0001872525
13	remainder_NetIncome	-0.0474	-0.0286	0.00521	0.0392	0.0397	0001490281	0000051644	0001872525
14	remainder_ComprehensiveNetIncome	-0.0123	-0.0121	-0.000208	0.00802	0.0114	0001576427	0001705110	0001490281

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.515	-0.446	0.0240	0.167	0.198	0001392694	0001576427	0001495231
1	Liabilities	-0.299	-0.240	-0.0141	0.366	0.387	0001334978	0001847064	0001705110
2	Expenses	-1.13	-0.767	0.0197	0.216	0.313	0001392694	0001490281	0000029989
3	Revenues	-0.261	-0.209	0.0285	0.392	0.425	0001539850	0001588014	0001872525
4	StockholdersEquity	-0.271	-0.254	-0.0252	0.417	0.565	0001460329	0001847064	0001705110
5	NetIncome	-0.531	-0.450	0.130	0.308	0.316	0001392694	0000876883	0001576427
6	ComprehensiveNetIncome	-0.531	-0.451	0.130	0.304	0.304	0001392694	0000876883	0001133311
7	BaseVar	0	0	0	0	0	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.541	-0.331	0.148	0.509	0.893	0001392694	0000876883	0001705110
9	EconomicCapitalRatio	-0.698	-0.488	-0.00933	0.352	0.736	0001392694	0000876883	0001705110

2025

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001847064 0001847064 0001495231 0001495231
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001847064 0001495231
warning	2 × Missing logo	subcommand.report	0001705110 0001872525
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001872525

Diagrams

Calculation Linkbase Overview

Edges which exists for less than five companies (and the corresponding nodes) are not included.

Absolute xval/yval quantiles

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	5,534	1,081,345	53,098,242	7,738,069,000	27,465,400,000	0001840102	0001460329	0000029989
1	AssetsNonCurrent	0	0	384,993	845,958,000	1,129,332,000	0000829323	0001460329	0001576427
2	IntangibleAssets	0	516,584	20,126,177	8,262,846,500	25,122,200,000	0001840102	0001539850	0000029989
3	PropertyPlantAndEquipment	0	275	1,787,252	357,072,500	1,010,300,000	0001334978	0001872525	0000029989
4	remainder_Assets	-961,149,000	-240,287,250	4,735,170	509,808,750	1,196,064,000	0001576427	0001133311	0001334978
5	LiabilitiesCurrent	1,143,656	1,311,850	49,648,296	8,494,558,250	29,538,200,000	0001840102	0001460329	0000029989
6	LiabilitiesNonCurrent	0	0	4,958,531	2,796,998,500	6,383,533,000	0000029989	0001392694	0001334978
7	remainder_Liabilities	-5,285,000	-1,402,228	0	89,873,500	331,714,000	0001576427	0001490281	0000876883
8	CostOfGoodsAndServicesSold	0	0	46,661,830	5,335,668,500	15,804,800,000	0001334978	0001705110	0000029989
9	SellingAndMarketingExpense	0	0	18,998	422,664,000	507,546,000	0000029989	0001588014	0001705110
10	GeneralAndAdministrativeExpense	0	0	7,868,779	380,240,000	732,326,000	0000029989	0001084267	0000876883
11	remainder_Expenses	45,012	101,253	29,959,042	1,570,219,750	1,696,879,000	0001588014	0001539850	0001334978
12	remainder_Revenues	0	84,237	162,616,360	6,499,725,000	17,271,900,000	0001539850	0001460329	0000029989
13	remainder_NetIncome	-91,629,000	-75,191,250	143,498	107,819,500	117,478,000	0000876883	0001588014	0001334978
14	remainder_ComprehensiveNetIncome	-38,062,000	-9,943,000	0	133,536,500	199,646,000	0001490281	0001588014	0001334978

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	1,555,398	4,708,467	69,300,178	16,764,735,250	54,415,300,000	0001840102	0001460329	0000029989
1	Liabilities	2,143,656	3,957,474	59,302,460	12,801,982,250	29,538,200,000	0001840102	0001460329	0000029989
2	Expenses	1,393,262	4,416,264	175,390,856	6,424,402,500	17,332,800,000	0001840102	0001460329	0000029989
3	Revenues	0	84,237	162,616,360	6,499,725,000	17,271,900,000	0001539850	0001460329	0000029989
4	StockholdersEquity	-3,394,368,000	-880,384,500	12,116,890	7,312,722,500	24,877,100,000	0001334978	0001539850	0000029989
5	NetIncome	-81,697,000	-47,668,378	-81,903	70,218,750	149,379,000	0001490281	0001556739	0001576427
6	ComprehensiveNetIncome	-119,759,000	-57,183,878	-367,758	194,448,750	224,385,000	0001490281	0001556739	0001334978
7	BaseVar	3,174,050	8,661,197	227,427,019	20,348,135,375	59,387,150,000	0001840102	0001460329	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-2.90	-2.12	0.0860	0.762	1.13	0001392694	0000829323	0001705110
9	EconomicCapitalRatio	0.0387	0.167	0.767	1.32	1.57	0001392694	0000829323	0001705110

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

	xvar	min	5%	median	95%	max	min_company	median_company	max_company
0	AssetsCurrent	-0.259	-0.188	-0.0133	0.137	0.210	0000829323	0000876883	0000029989
1	AssetsNonCurrent	-0.0807	-0.0548	-0.0115	0.0829	0.302	0000829323	0001840102	0001576427
2	IntangibleAssets	-0.305	-0.253	-0.0239	0.185	0.259	0001392694	0001490281	0001539850
3	PropertyPlantAndEquipment	-0.108	-0.0899	-0.0165	0.0916	0.366	0000829323	0001840102	0001588014
4	remainder_Assets	-0.184	-0.159	-0.0298	0.205	0.334	0000829323	0000876883	0001840102
5	LiabilitiesCurrent	-0.318	-0.111	0.00865	0.232	0.362	0000029989	0001334978	0001872525
6	LiabilitiesNonCurrent	-0.502	-0.379	0.00431	0.282	0.406	0001334978	0001539850	0001872525
7	remainder_Liabilities	-0.111	-0.0590	0.00331	0.0624	0.0731	0001133311	0001460329	0000829323
8	CostOfGoodsAndServicesSold	-0.972	-0.821	0.0344	0.164	0.284	0001872525	0001490281	0001705110
9	SellingAndMarketingExpense	-1.54	-0.815	0.0258	0.206	0.349	0000829323	0001392694	0001872525
10	GeneralAndAdministrativeExpense	-0.432	-0.353	0.0323	0.146	0.160	0001084267	0001588014	0000029989
11	remainder_Expenses	-0.229	-0.124	0.0470	0.278	0.525	0001539850	0001705110	0001872525
12	remainder_Revenues	-0.290	-0.207	0.0134	0.582	0.656	0001084267	0001392694	0001872525
13	remainder_NetIncome	-0.0431	-0.0210	0.0127	0.0755	0.0771	0001084267	0000029989	0001872525
14	remainder_ComprehensiveNetIncome	-0.00490	-0.00450	-0.000439	0.00850	0.0149	0001490281	0001539850	0001576427

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.581	-0.517	0.000634	0.238	0.341	0001392694	0001490281	0000029989
1	Liabilities	-0.267	-0.172	-0.00208	0.447	0.539	0001334978	0001084267	0001872525
2	Expenses	-1.04	-0.690	0.0411	0.327	0.380	0000829323	0001490281	0000029989
3	Revenues	-0.290	-0.207	0.0134	0.582	0.656	0001084267	0001392694	0001872525
4	StockholdersEquity	-0.259	-0.217	-0.00148	0.373	0.680	0001133311	0000876883	0001705110
5	NetIncome	-0.468	-0.323	0.134	0.387	0.533	0001084267	0000829323	0001872525
6	ComprehensiveNetIncome	-0.468	-0.324	0.133	0.401	0.533	0001084267	0000829323	0001872525
7	BaseVar	0	0	0	0	0	0000029989	0001490281	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.635	-0.506	0.0934	0.644	0.901	0001392694	0000829323	0001705110
9	EconomicCapitalRatio	-0.760	-0.631	-0.0316	0.519	0.776	0001392694	0000829323	0001705110

Estimates

Parameter	Value	Min	Max
PresentValueFactor	1.0	1.0	15.0
BalanceFactor	0.71	0.5	5.0
OCIFactor	1.0	0.5	1.0
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	1.21	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
0000029989	Omnicom Group INC	Omnicom	OMC	2010	28.7600	1.0000	28.7600	nan	nan	nan
				2011	27.6200	1.0000	27.6200	275,874,000.0	7,619,639,880.00	0.4735
				2012	32.5800	1.0000	32.5800	264,180,600.0	8,607,003,948.00	0.5059
				2013	48.2800	1.0000	48.2800	257,360,875.0	12,425,383,045.00	0.7229
				2014	53.1200	1.0000	53.1200	248,179,673.0	13,183,304,229.76	0.7842
				2015	53.5000	1.0000	53.5000	242,255,205.0	12,960,653,467.50	0.7134
				2016	62.2600	1.0000	62.2600	235,880,835.0	14,685,940,787.10	0.7900
				2017	54.7600	1.0000	54.7600	230,532,661.0	12,623,968,516.36	0.6306
				2018	55.6300	1.0000	55.6300	224,105,675.0	12,466,998,700.25	0.6251
				2019	64.3200	1.0000	64.3200	217,732,035.0	14,004,524,491.20	0.6550
				2020	51.3300	1.0000	51.3300	214,973,478.0	11,034,588,625.74	0.5112
				2021	62.6400	1.0000	62.6400	212,558,522.0	13,314,665,818.08	0.5964
				2022	71.3900	1.0000	71.3900	203,916,128.0	14,557,572,377.92	0.6923
				2023	79.8800	1.0000	79.8800	197,934,170.0	15,810,981,499.60	0.7140
				2024	82.9000	1.0000	82.9000	195,093,092.0	16,173,217,326.80	0.7044
				2025	79.5600	1.0000	79.5600	192,983,572.0	15,353,772,988.32	0.3658
0000051644	Interpublic Group OF Companies INC	Interpu	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	461,172,626.0	nan	nan
				2012	nan	nan	nan	431,388,142.0	nan	nan
				2013	nan	nan	nan	416,241,739.0	nan	nan
				2014	nan	nan	nan	418,229,032.0	nan	nan
				2019	nan	nan	nan	387,732,100.0	nan	nan
				2020	nan	nan	nan	390,034,693.0	nan	nan
				2021	nan	nan	nan	393,755,260.0	nan	nan
				2022	nan	nan	nan	385,107,739.0	nan	nan
				2023	nan	nan	nan	383,004,131.0	nan	nan
				2024	nan	nan	nan	372,508,618.0	nan	nan
0000829323	Inuvo Inc	Inuvo I	INUV	2011	8.1000	0.1000	0.8100	10,035,791.0	8,128,990.71	0.7007
				2015	27.3000	0.1000	2.7300	24,375,881.0	66,546,155.13	2.8619
				2017	8.1500	0.1000	0.8200	28,480,659.0	23,354,140.38	0.7439
				2018	10.7000	0.1000	1.0700	32,435,446.0	34,705,927.22	1.4992
				2019	2.8000	0.1000	0.2800	49,013,375.0	13,723,745.00	0.5620
				2020	4.4000	0.1000	0.4400	97,617,529.0	42,951,712.76	1.9058
				2021	5.2500	0.1000	0.5200	118,747,447.0	61,748,672.44	2.2593
				2022	2.4000	0.1000	0.2400	120,134,884.0	28,832,372.16	1.1681
				2023	3.5000	0.1000	0.3500	137,981,678.0	48,293,587.30	2.0221
				2024	4.1500	0.1000	0.4200	140,499,799.0	59,009,915.58	2.2903
				2025	2.6200	1.0000	2.6200	14,605,575.0	38,266,606.50	1.9309
0000875355	Bloomia Holdings INC	Bloomia	TULP	2012	8.7400	0.1430	1.2500	13,602,280.0	17,002,850.00	0.9215
				2013	13.8900	0.1430	1.9900	12,741,970.0	25,356,520.30	1.3685
				2014	18.7700	0.1430	2.6800	12,295,000.0	32,950,600.00	1.8089
				2015	14.5900	0.1430	2.0900	11,638,403.0	24,324,262.27	1.2547
				2016	12.1500	0.1430	1.7400	11,727,803.0	20,406,377.22	0.9853
				2017	8.5100	0.1430	1.2200	11,914,676.0	14,535,904.72	1.0157
				2018	10.6400	0.1430	1.5200	11,839,774.0	17,996,456.48	1.1407
				2019	5.3200	0.1430	0.7600	12,074,218.0	9,176,405.68	0.8281
				2020	6.1200	0.1430	0.8800	12,235,140.0	10,766,923.20	1.0493
				2021	14.8900	1.0000	14.8900	1,768,114.0	26,327,217.46	2.9089
				2022	8.4700	1.0000	8.4700	1,796,506.0	15,216,405.82	1.0665
				2023	4.6200	1.0000	4.6200	1,745,736.0	8,065,300.32	0.9055
0000876883	Stagwell Inc	Stagwel	STGW	2011	7.3100	1.5000	10.9600	30,137,032.0	330,301,870.72	0.3276
				2014	21.0300	1.0000	21.0300	50,439,696.0	1,060,746,806.88	0.6147
				2015	21.0500	1.0000	21.0500	50,794,578.0	1,069,225,866.90	0.5944
				2016	6.3800	1.0000	6.3800	54,063,007.0	344,921,984.66	0.1913
				2017	10.2000	1.0000	10.2000	58,357,062.0	595,242,032.40	0.3411
				2018	2.6400	1.0000	2.6400	59,809,581.0	157,897,293.84	0.0924
				2019	2.5500	1.0000	2.5500	145,000,000.0	369,750,000.00	0.1935
				2020	2.5400	1.0000	2.5400	73,528,105.0	186,761,386.70	0.1099
				2021	8.6800	1.0000	8.6800	113,198,517.0	982,563,127.56	0.2734
				2022	6.3200	1.0000	6.3200	130,785,623.0	826,565,137.36	0.2361
				2023	6.3700	1.0000	6.3700	120,634,327.0	768,440,662.99	0.2293
				2024	6.7300	1.0000	6.7300	111,549,222.0	750,726,264.06	0.2135
				2025	5.0000	1.0000	5.0000	252,118,245.0	1,260,591,225.00	0.3305
0000883293	Valassis Communications INC	Valassi	nan	2012	nan	nan	nan	42,709,442.0	nan	nan
0000886475	mktg inc	mktg in	nan	2012	nan	nan	nan	8,875,907.0	nan	nan
0000934796	Network CN INC	Network	nan	2011	nan	nan	nan	96,504,467.0	nan	nan
				2012	nan	nan	nan	96,904,467.0	nan	nan
				2013	nan	nan	nan	106,419,467.0	nan	nan
				2022	nan	nan	nan	20,749,018.0	nan	nan
0001078099	Meet Group Inc	Meet Gr	nan	2011	nan	nan	nan	33,668,224.0	nan	nan
				2013	nan	nan	nan	38,477,359.0	nan	nan
				2014	nan	nan	nan	44,879,034.0	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
0001080034	Conversant INC	Convers	nan	2010	nan	nan	nan	nan	nan	nan
				2011	nan	nan	nan	82,583,842.0	nan	nan
				2012	nan	nan	nan	80,336,851.0	nan	nan
				2013	nan	nan	nan	66,756,592.0	nan	nan
0001083243	NZCH Corp	NZCH Co	nan	2011	nan	nan	nan	50,004,474.0	nan	nan
0001083243	NZCH Corp	NZCH Co	nan	2012	nan	nan	nan	50,004,474.0	nan	nan
0001084267	Mobiquity Technologies Inc	Mobiqui	MOBQ	2013	2700.0000	0.0670	180.9000	46,499,632.0	8,411,783,428.80	3992.4475
				2014	2100.0000	0.0670	140.7000	64,032,118.0	9,009,319,002.60	2685.6264
				2015	960.0000	0.0670	64.3200	78,651,757.0	5,058,881,010.24	939.5854
				2016	240.0000	0.0670	16.0800	97,300,103.0	1,564,585,656.24	223.7444
				2018	840.0000	0.0670	56.2800	400,443,266.0	22,536,947,010.48	2350.1932
				2019	510.0000	0.0670	34.1700	811,193,190.0	27,718,471,302.30	2263.5372
				2020	99.0000	0.0670	6.6300	2,780,517.0	18,434,827.71	2.3243
				2021	35.2500	0.0670	2.3600	3,685,689.0	8,698,226.04	1.2532
				2022	7.8000	0.0670	0.5200	9,311,639.0	4,842,052.28	1.8426
				2023	0.2600	1.0000	0.2600	2,738,333.0	711,966.58	0.2300
				2024	3.4300	1.0000	3.4300	17,149,356.0	58,822,291.08	12.0458
				2025	1.2000	1.0000	1.2000	22,867,746.0	27,441,295.20	5.3173
0001084332	Salon Media Group INC	Salon M	nan	2012	nan	nan	nan	3,282,576.0	nan	nan
				2013	nan	nan	nan	76,245,442.0	nan	nan
				2014	nan	nan	nan	76,245,442.0	nan	nan
				2015	nan	nan	nan	76,245,442.0	nan	nan
				2016	nan	nan	nan	76,273,983.0	nan	nan
				2018	nan	nan	nan	151,056,477.0	nan	nan
0001088638	Mastermind INC	Masterm	nan	2014	nan	nan	nan	3,179,428.0	nan	nan
				2020	nan	nan	nan	33,870,520.0	nan	nan
				2021	nan	nan	nan	34,505,520.0	nan	nan
				2023	nan	nan	nan	34,505,520.0	nan	nan
0001091325	China YIDA Holding CO	China Y	nan	2011	nan	nan	nan	19,551,785.0	nan	nan
				2012	nan	nan	nan	19,551,785.0	nan	nan
				2013	nan	nan	nan	3,914,580.0	nan	nan
				2014	nan	nan	nan	3,914,580.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001100202	Lenco Mobile INC	Lenco M	nan	2011	nan	nan	nan	71,145,659.0	nan	nan
0001115128	Quotient Technology Inc	Quotien	nan	2014	nan	nan	nan	79,943,811.0	nan	nan
				2015	nan	nan	nan	89,452,684.0	nan	nan
				2016	nan	nan	nan	88,022,983.0	nan	nan
				2017	nan	nan	nan	92,784,396.0	nan	nan
				2018	nan	nan	nan	95,189,382.0	nan	nan
				2019	nan	nan	nan	88,989,087.0	nan	nan
				2020	nan	nan	nan	91,005,558.0	nan	nan
				2021	nan	nan	nan	94,421,658.0	nan	nan
				2022	nan	nan	nan	96,699,554.0	nan	nan
0001133311	TRAVELZOO	TRAVELZ	TZOO	2011	26.1200	1.0000	26.1200	15,961,553.0	416,915,764.36	8.4251
				2012	19.0700	1.0000	19.0700	15,800,755.0	301,320,397.85	4.2590
				2013	21.3200	1.0000	21.3200	15,361,873.0	327,515,132.36	3.5346
				2014	13.0200	1.0000	13.0200	14,730,454.0	191,790,511.08	3.0242
				2015	8.4300	1.0000	8.4300	14,730,454.0	124,177,727.22	2.2661
				2016	10.4300	1.0000	10.4300	13,825,353.0	144,198,431.79	3.4583
				2017	6.5000	1.0000	6.5000	12,461,553.0	81,000,094.50	2.1524
				2018	8.3100	1.0000	8.3100	12,110,821.0	100,640,922.51	2.8659
				2019	11.0100	1.0000	11.0100	11,679,033.0	128,586,153.33	2.8711
				2020	9.3200	1.0000	9.3200	11,310,431.0	105,413,216.92	1.0632
				2021	10.0100	1.0000	10.0100	12,258,624.0	122,708,826.24	1.2321
				2022	4.3500	1.0000	4.3500	12,399,709.0	53,938,734.15	0.8582
				2023	9.6400	1.0000	9.6400	13,971,776.0	134,687,920.64	2.6427
				2024	19.9600	1.0000	19.9600	11,804,410.0	235,616,023.60	4.4840
				2025	7.1000	1.0000	7.1000	10,932,337.0	77,619,592.70	1.6727
0001297336	Reachlocal Inc	Reachlo	nan	2011	nan	nan	nan	29,392,406.0	nan	nan
				2012	nan	nan	nan	28,370,996.0	nan	nan
				2013	nan	nan	nan	27,783,154.0	nan	nan
				2014	nan	nan	nan	29,165,755.0	nan	nan
0001298978	Market Leader Inc	Market	nan	2012	nan	nan	nan	25,453,970.0	nan	nan
0001334978	Clear Channel Outdoor Holdings Inc	Clear C	CCO	2011	3.2200	1.0000	3.2200	40,984,143.0	131,968,940.46	0.0338
				2012	3.2400	1.0000	3.2400	42,220,486.0	136,794,374.64	0.0345
				2013	4.9100	1.0000	4.9100	43,556,018.0	213,860,048.38	0.0568
				2014	5.2000	1.0000	5.2000	44,936,373.0	233,669,139.60	0.0660
				2015	2.8700	1.0000	2.8700	46,392,713.0	133,147,086.31	0.0366
				2020	1.6500	1.0000	1.6500	467,275,942.0	771,005,304.30	0.1079
				2021	3.3200	1.0000	3.3200	470,703,669.0	1,562,736,181.08	0.2269
				2022	1.0300	1.0000	1.0300	476,055,413.0	490,337,075.39	0.0730
				2023	1.8300	1.0000	1.8300	483,009,818.0	883,907,966.94	0.1367
				2024	1.3800	1.0000	1.3800	489,078,425.0	674,928,226.50	0.1019
				2025	2.1600	1.0000	2.1600	497,305,185.0	1,074,179,199.60	0.1939
0001343465	Sun Pacific Holding Corp	Sun Pac	SNPW	2015	nan	nan	nan	78,420,404.0	nan	nan
				2016	4100.0000	0.0000	0.0000	82,252,455.0	0.00	0.0000
				2018	46.0000	0.0000	0.0000	62,506,697.0	0.00	0.0000
				2019	12.0000	0.0000	0.0000	597,310,180.0	0.00	0.0000
				2020	8.0000	0.0000	0.0000	966,501,700.0	0.00	0.0000
				2021	48.0000	0.0000	0.0000	974,953,335.0	0.00	0.0000
				2022	26.0000	0.0000	0.0000	974,953,335.0	0.00	0.0000
0001346655	CMG Holdings Group INC	CMG Hol	nan	2015	nan	nan	nan	289,500,000.0	nan	nan
				2020	nan	nan	nan	440,350,000.0	nan	nan
				2021	nan	nan	nan	438,672,016.0	nan	nan
				2022	nan	nan	nan	438,672,016.0	nan	nan
				2023	nan	nan	nan	438,672,016.0	nan	nan
0001372375	Millennial Media Inc	Millenn	nan	2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	81,495,152.0	nan	nan
				2014	nan	nan	nan	107,820,598.0	nan	nan
0001375796	Telaria Inc	Telaria	nan	2013	nan	nan	nan	49,657,777.0	nan	nan
				2014	nan	nan	nan	51,080,730.0	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
0001377630	National Cinemedia Inc	Nationa	NCMI	2011	51.0500	0.1000	5.1100	55,176,488.0	281,951,853.68	0.2835
				2012	62.8700	0.1000	6.2900	56,177,983.0	353,359,513.07	0.3572
				2013	92.6800	0.1000	9.2700	60,295,948.0	558,943,437.96	0.4901
				2015	83.7000	0.1000	8.3700	61,496,385.0	514,724,742.45	0.4399
				2016	84.3400	0.1000	8.4300	62,401,177.0	526,041,922.11	0.4584
				2017	44.6800	0.1000	4.4700	78,501,468.0	350,901,561.96	0.3053
				2018	45.8000	0.1000	4.5800	78,958,816.0	361,631,377.28	0.3048
				2019	56.7800	0.1000	5.6800	79,751,489.0	452,988,457.52	0.3803
				2020	32.3900	0.1000	3.2400	79,580,626.0	257,841,228.24	0.2526
				2021	25.0600	0.1000	2.5100	81,136,701.0	203,653,119.51	0.2015
				2022	2.6600	0.1000	0.2700	82,000,152.0	22,140,041.04	0.0213
				2023	3.9500	1.0000	3.9500	96,784,962.0	382,300,599.90	1.0903
0001392121	Coyote Resources Inc	Coyote	nan	2011	nan	nan	nan	1.0	nan	nan
0001392694	Surgepays Inc	Surgepa	SURG	2015	nan	0.0200	nan	36,130,432.0	nan	nan
				2016	nan	0.0200	nan	50,985,376.0	nan	nan
				2017	nan	0.0200	nan	85,057,035.0	nan	nan
				2018	19.2500	0.0200	0.3800	86,338,372.0	32,808,581.36	6.5454
				2019	15.0000	0.0200	0.3000	100,995,459.0	30,298,637.70	2.4561
				2020	6.0500	0.0200	0.1200	118,937,711.0	14,272,525.32	1.1343
				2021	2.1800	1.0000	2.1800	12,046,528.0	26,261,431.04	1.4782
				2022	6.6100	1.0000	6.6100	12,530,928.0	82,829,434.08	2.6342
				2023	5.7200	1.0000	5.7200	14,228,202.0	81,385,315.44	2.9356
				2024	1.7800	1.0000	1.7800	20,161,547.0	35,887,553.66	2.2018
				2025	1.6700	1.0000	1.6700	21,041,455.0	35,139,229.85	2.1733
0001393631	Xhibit Corp	Xhibit	nan	2013	nan	nan	nan	nan	nan	nan
0001415624	YuMe Inc	YuMe In	nan	2013	nan	nan	nan	31,930,819.0	nan	nan
				2014	nan	nan	nan	33,044,651.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001419995	DNA Brands INC	DNA Bra	nan	2011	nan	nan	nan	44,282,872.0	nan	nan
				2012	nan	nan	nan	57,896,866.0	nan	nan
				2013	nan	nan	nan	105,065,568.0	nan	nan
0001428397	Adaptive Medias Inc	Adaptiv	nan	2012	nan	nan	nan	46,924,985.0	nan	nan
				2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
0001442376	Total Sports Media Inc	Total S	nan	2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001455206	RVUE Holdings INC	RVUE Ho	nan	2011	nan	nan	nan	37,273,725.0	nan	nan
0001460329	Fluent Inc	Fluent	FLNT	2014	23.7000	0.0330	0.7800	nan	nan	nan
				2015	44.2200	0.1670	7.3800	15,603,286.0	115,152,250.68	0.6187
				2016	21.4500	0.1670	3.5800	50,663,171.0	181,374,152.18	0.9208
				2017	24.4500	0.1670	4.0800	59,677,382.0	243,483,718.56	1.1887
				2018	20.7900	0.1670	3.4700	75,291,330.0	261,260,915.10	1.3781
				2019	14.9700	0.1670	2.5000	76,809,530.0	192,023,825.00	0.9074
				2020	30.4200	0.1670	5.0800	76,334,834.0	387,780,956.72	1.9219
				2021	13.0200	0.1670	2.1700	78,945,304.0	171,311,309.68	0.8117
				2022	6.2400	0.1670	1.0400	79,951,143.0	83,149,188.72	0.6082
				2023	4.1700	0.1670	0.7000	81,237,158.0	56,866,010.60	0.5976
				2024	2.6800	1.0000	2.6800	16,876,774.0	45,229,754.32	0.5564
				2025	2.4000	1.0000	2.4000	30,287,597.0	72,690,232.80	0.9083
0001463833	IDW Media Holdings INC	IDW Med	nan	2021	nan	nan	nan	nan	nan	nan
0001463833	IDW Media Holdings INC	IDW Med	nan	2022	nan	nan	nan	nan	nan	nan
0001475274	Retailmenot Inc	Retailm	nan	2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	54,066,673.0	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001490281	Groupon Inc	Groupon	GRPN	2014	159.8000	0.0500	7.9900	668,957,164.0	5,344,967,740.36	2.8968
				2016	71.1000	0.0500	3.5600	571,162,037.0	2,033,336,851.72	1.2466
				2017	104.8000	0.0500	5.2400	558,403,052.0	2,926,031,992.48	1.8858
				2018	61.1000	0.0500	3.0600	570,780,015.0	1,746,586,845.90	1.2019
				2019	46.9000	0.0500	2.3500	564,733,867.0	1,327,124,587.45	0.9533
				2020	38.3300	1.0000	38.3300	28,812,655.0	1,104,389,066.15	0.8133
				2021	24.3000	1.0000	24.3000	29,560,392.0	718,317,525.60	0.6822
				2022	7.2200	1.0000	7.2200	30,437,380.0	219,757,883.60	0.2788
				2023	12.2600	1.0000	12.2600	31,853,378.0	390,522,414.28	0.6609
				2024	11.7000	1.0000	11.7000	39,767,842.0	465,283,751.40	0.7861
				2025	17.6000	1.0000	17.6000	40,754,803.0	717,284,532.80	1.0371
0001491778	Angie s List Inc	Angie s	nan	2012	nan	nan	nan	nan	nan	nan
				2013	nan	nan	nan	nan	nan	nan
				2014	nan	nan	nan	nan	nan	nan
				2015	nan	nan	nan	nan	nan	nan
				2016	nan	nan	nan	nan	nan	nan
0001495231	IZEA Worldwide Inc	IZEA Wo	IZEA	2011	nan	0.0000	nan	38,645,095.0	nan	nan
				2012	15.4000	0.0120	0.1800	5,114,280.0	920,570.40	0.4592
				2013	25.6000	0.0120	0.3100	22,389,331.0	6,940,692.61	1.8720
				2014	19.2000	0.0120	0.2300	57,497,631.0	13,224,455.13	1.6614
				2015	29.1200	0.0120	0.3500	104,002,308.0	36,400,807.80	2.5158
				2016	17.8800	0.2500	4.4700	5,450,005.0	24,361,522.35	1.9445
				2017	15.7800	0.2500	3.9400	5,726,336.0	22,561,763.84	2.0573
				2018	4.0400	0.2500	1.0100	12,073,031.0	12,193,761.31	0.6315
				2019	0.9400	0.2500	0.2400	34,553,143.0	8,292,754.32	0.4732
				2020	6.6200	0.2500	1.6600	48,459,607.0	80,442,947.62	2.7791
				2021	5.4400	0.2500	1.3600	62,000,000.0	84,320,000.00	1.5795
				2022	2.5800	0.2500	0.6400	62,325,085.0	39,888,054.40	0.7954
				2023	2.1200	1.0000	2.1200	15,454,166.0	32,762,831.92	0.7022
				2024	2.4900	1.0000	2.4900	16,966,709.0	42,247,105.41	1.1145
0001499618	Energy Today INC	Energy	nan	2012	nan	nan	nan	nan	nan	nan
0001509477	Nownews Digital Media Technology Co Ltd	Nownews	nan	2014	nan	nan	nan	2,412,000.0	nan	nan
				2015	nan	nan	nan	22,412,000.0	nan	nan
				2016	nan	nan	nan	23,072,000.0	nan	nan
				2017	nan	nan	nan	23,072,000.0	nan	nan
0001516079	US China Biomedical Technology Inc	US Chin	nan	2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	nan	nan	nan
				2018	nan	nan	nan	nan	nan	nan
0001527190	National Cinemedia LLC	Nationa	nan	2012	nan	nan	nan	nan	nan	nan
				2013	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
0001534298	Zenovia Digital Exchange Corp	Zenovia	nan	2011	nan	nan	nan	nan	nan	nan
0001534298	Zenovia Digital Exchange Corp	Zenovia	nan	2012	nan	nan	nan	nan	nan	nan
0001538217	SRAX Inc	SRAX In	nan	2012	nan	nan	nan	3,912,129.0	nan	nan
				2013	nan	nan	nan	19,891,794.0	nan	nan
				2014	nan	nan	nan	26,079,749.0	nan	nan
				2015	nan	nan	nan	27,250,229.0	nan	nan
				2016	nan	nan	nan	6,941,077.0	nan	nan
				2017	nan	nan	nan	8,675,427.0	nan	nan
				2018	nan	nan	nan	10,133,330.0	nan	nan
				2019	nan	nan	nan	13,997,452.0	nan	nan
				2020	nan	nan	nan	16,026,690.0	nan	nan
				2021	nan	nan	nan	26,149,032.0	nan	nan
0001539850	Starco Brands Inc	Starco	STCB	2014	105.0000	0.0330	3.4700	9,992,863.0	34,675,234.61	79.6703
				2015	7.5000	0.0330	0.2500	26,300,868.0	6,575,217.00	5.8403
				2017	6.0000	0.0330	0.2000	36,263,534.0	7,252,706.80	11.3784
				2018	3.5000	1.0000	3.5000	159,090,914.0	556,818,199.00	1176.5911
				2019	1.2000	1.0000	1.2000	159,090,914.0	190,909,096.80	308.6058
				2020	2.0000	1.0000	2.0000	159,140,665.0	318,281,330.00	328.3475
				2021	0.4000	1.0000	0.4000	159,640,665.0	63,856,266.00	23.3482
				2022	0.1800	1.0000	0.1800	221,647,203.0	39,896,496.54	1.6114
				2023	0.1700	1.0000	0.1700	469,631,464.0	79,837,348.88	1.1456
				2024	0.0700	1.0000	0.0700	647,431,696.0	45,320,218.72	1.0532
				2025	0.0300	1.0000	0.0300	784,192,033.0	23,525,760.99	0.8453
0001556739	Thryv Holdings Inc	Thryv H	THRY	2014	nan	1.0000	nan	17,629,011.0	nan	nan
				2020	11.6400	1.0000	11.6400	31,028,554.0	361,172,368.56	0.3235
				2021	40.4300	1.0000	40.4300	33,966,497.0	1,373,265,473.71	1.2013
				2022	18.3400	1.0000	18.3400	34,475,189.0	632,274,966.26	0.6408
				2023	20.4300	1.0000	20.4300	35,165,017.0	718,421,297.31	1.0164
				2024	14.7400	1.0000	14.7400	42,044,826.0	619,740,735.24	1.0095
				2025	6.0900	1.0000	6.0900	43,576,891.0	265,383,266.19	0.4576
0001576427	Criteo S A	Criteo	CRTO	2016	41.1100	1.0000	41.1100	63,761,455.0	2,621,233,415.05	2.8921
				2017	25.0800	1.0000	25.0800	65,993,182.0	1,655,109,004.56	1.5290
				2018	23.0900	1.0000	23.0900	67,361,360.0	1,555,373,802.40	1.3969
				2019	17.2200	1.0000	17.2200	64,077,759.0	1,103,419,009.98	0.8681
				2020	20.4000	1.0000	20.4000	60,241,537.0	1,228,927,354.80	0.9621
				2021	37.9500	1.0000	37.9500	60,722,263.0	2,304,409,880.85	1.6645
				2022	25.6400	1.0000	25.6400	60,210,797.0	1,543,804,835.08	0.8535
				2023	24.9300	1.0000	24.9300	56,420,382.0	1,406,560,123.26	0.7497
				2024	41.6100	1.0000	41.6100	55,182,166.0	2,296,129,927.26	1.3306
				2025	20.1800	1.0000	20.1800	52,327,360.0	1,055,966,124.80	0.6564
0001588014	ADM Endeavors INC	ADM End	ADMQ	2014	nan	1.0000	nan	117,795,000.0	nan	nan
				2018	nan	1.0000	nan	128,020,000.0	nan	nan
				2019	nan	1.0000	nan	131,770,000.0	nan	nan
				2020	0.0800	1.0000	0.0800	163,652,143.0	13,092,171.44	7.4144
				2021	0.0800	1.0000	0.0800	163,652,143.0	13,092,171.44	5.5789
				2022	0.0500	1.0000	0.0500	153,652,143.0	7,682,607.15	2.4152
				2023	0.0300	1.0000	0.0300	156,537,143.0	4,696,114.29	1.4839
				2024	0.0400	1.0000	0.0400	156,637,143.0	6,265,485.72	1.0628
				2025	0.0500	1.0000	0.0500	157,363,671.0	7,868,183.55	0.7840
0001609139	Innerscope Hearing Technologies INC	Innersc	nan	2016	nan	nan	nan	60,906,000.0	nan	nan
				2017	nan	nan	nan	61,539,334.0	nan	nan
				2018	nan	nan	nan	117,418,476.0	nan	nan
0001615780	Teardroppers Inc	Teardro	nan	2014	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
				2020	nan	nan	nan	nan	nan	nan
				2021	nan	nan	nan	nan	nan	nan
				2022	nan	nan	nan	nan	nan	nan
0001648365	AGRI Fintech Holdings INC	AGRI Fi	nan	2017	nan	nan	nan	75,000,000.0	nan	nan
				2018	nan	nan	nan	40,197,751.0	nan	nan
				2019	nan	nan	nan	40,197,751.0	nan	nan
				2020	nan	nan	nan	40,306,211.0	nan	nan
				2021	nan	nan	nan	1,205,016,211.0	nan	nan
0001696195	Kinetic Group INC	Kinetic	nan	2022	nan	nan	nan	26,320,200.0	nan	nan
0001696195	Kinetic Group INC	Kinetic	nan	2023	nan	nan	nan	26,320,200.0	nan	nan
0001698113	ID Auto Inc	ID Auto	nan	2021	nan	nan	nan	33,173,456.0	nan	nan
0001703625	NAPC Defense Inc	NAPC De	BLIS	2018	nan	1.0000	nan	5,035,000.0	nan	nan
				2020	0.1700	1.0000	0.1700	7,396,502.0	1,257,405.34	2.7392
				2021	0.1200	1.0000	0.1200	9,296,502.0	1,115,580.24	2.3792
0001705110	Angi Inc	Angi In	ANGI	2017	108.0500	0.1000	10.8000	nan	nan	nan
				2018	156.8000	0.1000	15.6800	74,873,502.0	1,174,016,511.36	1.1686
				2019	84.5000	0.1000	8.4500	81,230,434.0	686,397,167.30	0.6425
				2020	129.5000	0.1000	12.9500	77,938,213.0	1,009,299,858.35	0.7758
				2021	93.1000	0.1000	9.3100	80,373,715.0	748,279,286.65	0.6545
				2022	21.3000	0.1000	2.1300	82,452,237.0	175,623,264.81	0.1604
				2023	24.9500	0.1000	2.5000	85,136,000.0	212,840,000.00	0.2009
				2024	16.5000	0.1000	1.6500	75,249,787.0	124,162,148.55	0.1204
				2025	12.7500	1.0000	12.7500	43,150,575.0	550,169,831.25	0.5780
0001725516	Renewable Innovations INC	Renewab	nan	2018	nan	nan	nan	1,262,378.0	nan	nan
				2019	nan	nan	nan	1,673,237.0	nan	nan
				2022	nan	nan	nan	6,090,580.0	nan	nan
0001752372	Ezagoo Ltd	Ezagoo	EZOO	2019	nan	1.0000	nan	119,956,826.0	nan	nan
				2020	3.4500	1.0000	3.4500	119,956,826.0	413,851,049.70	176.6644
				2021	3.8300	1.0000	3.8300	119,956,826.0	459,434,643.58	234.3722
				2022	0.9900	1.0000	0.9900	119,956,826.0	118,757,257.74	64.8061
				2023	1.0300	1.0000	1.0300	119,956,826.0	123,555,530.78	65.5461
0001840102	Specificity INC	Specifi	SPTY	2021	nan	nan	nan	7,971,667.0	nan	nan
				2022	nan	1.0000	nan	9,867,183.0	nan	nan
				2025	0.1100	1.0000	0.1100	13,960,053.0	1,535,605.83	0.8680
0001847064	PSQ Holdings Inc	PSQ Hol	PSQH	2023	5.3900	1.0000	5.3900	24,395,075.0	131,489,454.25	6.5648
0001847064	PSQ Holdings Inc	PSQ Hol	PSQH	2024	4.0000	1.0000	4.0000	31,548,544.0	126,194,176.00	2.0530
0001872525	Stran Company Inc	Stran C	SWAG	2023	1.5100	1.0000	1.5100	18,573,091.0	28,045,367.41	0.6705
				2024	0.9500	1.0000	0.9500	nan	nan	nan
				2025	1.6700	1.0000	1.6700	nan	nan	nan

QA: us_advertising 2010-2025

Table of Contents

Ranks across the years

PDF reports

2010

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2011

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2012

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2013

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2014

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2015

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2016

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2017

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2018

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2019

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2020

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2021

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2022

Logs

Diagrams

Calculation Linkbase Overview