QA: us_advertising 2010-2024

Ranks across the years

	name	name_short	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2010-val	2011-val	2012-val	2013-val	2014-val	2015-val	2016-val	2017-val	2018-val	2019-val	2020-val	2021-val	2022-val	2023-val	2024-val	2010->2011	2011->2012	2012->2013	2013->2014	2014->2015	2015->2016	2016->2017	2017->2018	2018->2019	2019->2020	2020->2021	2021->2022	2022->2023	2023->2024
0001705110	Angi Inc	Angi In	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	1	1	3	4	4	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	162.83	176.51	173.80	173.63	163.35	158.04	164.63	171.57	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	0	0	2	1	0	-3
0001576427	Criteo S A	Criteo	NaN	NaN	NaN	NaN	NaN	NaN	7	2	7	5	3	8	9	10	2	NaN	NaN	NaN	NaN	NaN	NaN	126.11	141.46	137.58	134.42	141.80	136.56	114.17	118.23	121.86	NaN	NaN	NaN	NaN	NaN	NaN	-5	5	-2	-2	5	1	1	-8
0001872525	Stran Company Inc	Stran C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	136.89	120.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3
0001495231	IZEA Worldwide Inc	IZEA Wo	NaN	15	18	19	7	15	15	16	15	12	7	5	5	5	4	NaN	15.21	9.30	48.17	142.47	73.90	73.87	73.59	73.91	93.01	119.03	157.56	153.90	151.37	120.06	NaN	3	1	-12	8	0	1	-1	-3	-5	-2	0	0	-1
0000029989	Omnicom Group INC	Omnicom	2	7	8	9	11	10	10	7	10	6	8	11	8	11	5	117.95	117.29	121.37	118.69	117.19	108.63	112.84	115.22	112.10	115.42	117.20	117.71	118.48	117.35	119.59	5	1	1	2	-1	0	-3	3	-4	2	3	-3	3	-6
0001588014	ADM Endeavors INC	ADM End	NaN	NaN	NaN	NaN	22	NaN	NaN	25	17	3	4	4	7	8	6	NaN	NaN	NaN	NaN	49.90	NaN	NaN	0.04	73.63	150.87	130.89	162.81	129.98	129.82	115.36	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8	-14	1	0	3	1	-2
0001133311	TRAVELZOO	TRAVELZ	NaN	6	7	12	6	7	6	9	9	7	16	20	15	12	7	NaN	131.26	145.87	103.78	147.38	123.98	126.99	113.21	117.45	114.70	73.69	75.37	92.84	109.42	102.98	NaN	1	5	-6	1	-1	3	0	-2	9	4	-5	-3	-5
0000051644	Interpublic Group OF Companies INC	Interpu	3	9	10	14	16	NaN	NaN	NaN	NaN	13	12	16	13	13	8	94.94	96.11	93.41	91.19	91.63	NaN	NaN	NaN	NaN	91.63	90.07	93.70	95.19	97.53	94.72	6	1	4	2	NaN	NaN	NaN	NaN	NaN	-1	4	-3	0	-5
0000829323	Inuvo Inc	Inuvo I	NaN	12	NaN	NaN	NaN	8	NaN	11	14	10	6	9	16	16	9	NaN	60.13	NaN	NaN	NaN	116.16	NaN	97.95	85.34	94.58	122.76	130.64	88.49	85.99	91.82	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-4	-4	3	7	0	-7
0000876883	Stagwell Inc	Stagwel	NaN	10	NaN	NaN	19	18	18	13	19	15	20	17	14	15	10	NaN	73.91	NaN	NaN	73.74	73.10	72.83	83.42	73.38	73.82	71.93	93.47	94.63	92.64	90.46	NaN	NaN	NaN	NaN	-1	0	-5	6	-4	5	-3	-3	1	-5
0001556739	Thryv Holdings Inc	Thryv H	NaN	NaN	NaN	NaN	10	NaN	NaN	NaN	NaN	NaN	11	13	11	17	11	NaN	NaN	NaN	NaN	124.24	NaN	NaN	NaN	NaN	NaN	99.45	101.69	106.23	73.65	86.52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	-2	6	-6
0001490281	Groupon Inc	Groupon	NaN	NaN	NaN	NaN	14	NaN	13	12	13	11	18	15	19	18	12	NaN	NaN	NaN	NaN	101.09	NaN	75.07	86.34	93.04	93.87	73.24	98.56	72.21	73.35	75.49	NaN	NaN	NaN	NaN	NaN	NaN	-1	1	-2	7	-3	4	-1	-6
0001460329	Fluent Inc	Fluent	NaN	NaN	NaN	NaN	12	9	5	6	6	4	2	7	20	20	13	NaN	NaN	NaN	NaN	107.59	111.24	138.55	126.00	138.27	139.13	144.83	136.98	71.09	70.80	73.59	NaN	NaN	NaN	NaN	-3	-4	1	0	-2	-2	5	13	0	-7
0001539850	Starco Brands Inc	Starco	NaN	NaN	NaN	NaN	31	29	27	22	26	23	9	28	3	19	14	NaN	NaN	NaN	NaN	0.99	0.00	3.41	28.44	15.06	41.18	106.82	33.97	160.26	70.96	71.05	NaN	NaN	NaN	NaN	-2	-2	-5	4	-3	-14	19	-25	16	-5
0001334978	Clear Channel Outdoor Holdings Inc	Clear C	NaN	1	1	2	1	2	NaN	NaN	NaN	NaN	22	24	21	21	15	NaN	173.38	168.76	170.33	168.90	162.52	NaN	NaN	NaN	NaN	70.74	70.15	70.69	69.69	69.49	NaN	0	1	-1	1	NaN	NaN	NaN	NaN	NaN	2	-3	0	-6
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	16.77	66.60	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-8
0001084267	Mobiquity Technologies Inc	Mobiqui	NaN	NaN	NaN	24	30	27	26	26	29	26	28	30	27	22	17	NaN	NaN	NaN	21.50	2.68	11.33	6.04	0.02	0.01	6.38	34.71	0.12	4.86	36.56	47.33	NaN	NaN	NaN	6	-3	-1	0	3	-3	2	2	-3	-5	-5
0001392694	Surgepays Inc	Surgepa	NaN	NaN	20	20	NaN	20	23	17	20	21	27	25	18	2	18	NaN	NaN	3.46	31.89	NaN	66.14	27.48	68.10	66.34	55.81	38.22	66.38	84.59	191.29	20.90	NaN	NaN	0	NaN	NaN	3	-6	3	1	6	-2	-7	-16	16
0001080034	Conversant INC	Convers	1	5	5	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	169.72	148.11	151.00	147.13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	0	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000934796	Network CN INC	Network	NaN	14	15	22	NaN	NaN	21	21	24	25	19	NaN	26	NaN	NaN	NaN	32.66	49.84	24.92	NaN	NaN	31.83	33.03	33.00	32.69	72.01	NaN	34.85	NaN	NaN	NaN	1	7	NaN	NaN	NaN	0	3	1	-6	NaN	NaN	NaN	NaN
0001078099	Meet Group Inc	Meet Gr	NaN	4	NaN	5	3	1	1	8	4	2	NaN	NaN	NaN	NaN	NaN	NaN	150.79	NaN	152.97	167.88	183.77	206.85	113.26	149.09	151.61	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	-2	0	7	-4	-2	NaN	NaN	NaN	NaN	NaN
0001083243	NZCH Corp	NZCH Co	NaN	2	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	171.09	157.19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001091325	China YIDA Holding CO	China Y	NaN	3	6	10	13	12	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	169.75	148.06	116.99	103.58	94.42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	4	3	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001297336	Reachlocal Inc	Reachlo	NaN	8	9	11	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	113.11	113.12	109.12	73.89	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	2	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001377630	National Cinemedia Inc	Nationa	NaN	11	11	16	NaN	16	17	15	18	16	21	23	22	1	NaN	NaN	72.68	72.50	73.83	NaN	73.69	73.69	74.04	73.44	73.48	71.81	70.32	68.70	284.52	NaN	NaN	0	5	NaN	NaN	1	-2	3	-2	5	2	-1	-21	NaN
0001419995	DNA Brands INC	DNA Bra	NaN	16	19	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.75	5.06	7.23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001428397	Adaptive Medias Inc	Adaptiv	NaN	17	24	25	25	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	11.25	37.07	0.05	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	1	0	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001534298	Zenovia Digital Exchange Corp	Zenovia	NaN	13	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	52.25	56.78	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0000875355	Lendway INC	Lendway	NaN	NaN	2	3	4	4	8	3	5	9	13	21	1	7	NaN	NaN	NaN	157.37	167.18	159.37	160.31	119.34	138.94	148.00	108.58	89.97	73.62	184.18	133.23	NaN	NaN	NaN	1	1	0	4	-5	2	4	4	8	-20	6	NaN
0001084332	Salon Media Group INC	Salon M	NaN	NaN	16	21	23	24	20	NaN	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29.67	26.90	45.86	27.21	43.00	NaN	18.25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	2	1	-4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001297965	Inolife Technologies INC	Inolife	NaN	NaN	21	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.36	6.09	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001329957	OSL Holdings Inc	OSL Hol	NaN	NaN	22	NaN	32	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.28	NaN	0.01	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	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	152.92	153.76	95.72	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	11	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001431880	Potash America INC	Potash	NaN	NaN	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23.65	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001491778	Angie s List Inc	Angie s	NaN	NaN	13	18	20	13	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	68.29	70.33	73.23	78.62	73.89	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	2	-7	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001527190	National Cinemedia LLC	Nationa	NaN	NaN	12	17	NaN	17	16	14	16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	70.71	73.80	NaN	73.55	73.70	75.06	73.91	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5	NaN	NaN	-1	-2	2	NaN	NaN	NaN	NaN	NaN	NaN
0001538217	SRAX Inc	SRAX In	NaN	NaN	23	13	17	14	12	10	2	19	14	26	NaN	NaN	NaN	NaN	NaN	0.27	100.45	74.21	75.03	85.33	112.98	170.48	68.55	74.89	62.68	NaN	NaN	NaN	NaN	NaN	-10	4	-3	-2	-2	-8	17	-5	12	NaN	NaN	NaN
0001080627	V Media Corp	V Media	NaN	NaN	NaN	15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	90.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001375796	Telaria Inc	Telaria	NaN	NaN	NaN	8	8	11	11	5	12	14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	143.45	140.64	102.38	106.16	127.86	94.81	88.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	3	0	-6	7	2	NaN	NaN	NaN	NaN	NaN
0001415624	YuMe Inc	YuMe In	NaN	NaN	NaN	6	9	6	4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	148.26	137.43	130.06	138.94	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	-3	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001442376	Total Sports Media Inc	Total S	NaN	NaN	NaN	23	24	23	22	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	23.80	42.76	39.68	30.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	-1	-1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001475274	Retailmenot Inc	Retailm	NaN	NaN	NaN	1	2	3	3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	171.31	168.80	160.94	160.28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	1	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001088638	Mastermind INC	Masterm	NaN	NaN	NaN	NaN	27	NaN	NaN	NaN	NaN	NaN	5	2	NaN	3	NaN	NaN	NaN	NaN	NaN	5.86	NaN	NaN	NaN	NaN	NaN	127.44	177.34	NaN	169.45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	NaN
0001115128	Quotient Technology Inc	Quotien	NaN	NaN	NaN	NaN	5	5	2	4	8	8	10	14	12	NaN	NaN	NaN	NaN	NaN	NaN	154.92	152.07	160.70	133.11	124.03	111.58	99.76	98.93	95.26	NaN	NaN	NaN	NaN	NaN	NaN	0	-3	2	4	0	2	4	-2	NaN	NaN
0001346655	CMG Holdings Group INC	CMG Hol	NaN	NaN	NaN	NaN	29	21	NaN	NaN	NaN	NaN	15	6	10	14	NaN	NaN	NaN	NaN	NaN	4.91	55.78	NaN	NaN	NaN	NaN	73.90	151.13	108.14	94.00	NaN	NaN	NaN	NaN	NaN	-8	NaN	NaN	NaN	NaN	NaN	-9	4	4	NaN
0001509477	Nownews Digital Media Technology Co Ltd	Nownews	NaN	NaN	NaN	NaN	21	19	25	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	52.70	67.74	6.17	13.15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-2	6	-2	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001516079	US China Biomedical Technology Inc	US Chin	NaN	NaN	NaN	NaN	33	NaN	28	24	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	0.12	0.04	3.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	4	NaN	NaN	NaN	NaN	NaN	NaN
0001559754	Wowio Inc	Wowio I	NaN	NaN	NaN	NaN	26	26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.64	16.18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001615780	Teardroppers Inc	Teardro	NaN	NaN	NaN	NaN	28	25	24	19	22	22	26	27	23	NaN	NaN	NaN	NaN	NaN	NaN	5.54	26.28	25.27	43.19	40.40	43.90	40.05	34.21	55.98	NaN	NaN	NaN	NaN	NaN	NaN	-3	-1	-5	3	0	4	1	-4	NaN	NaN
0001343465	Sun Pacific Holding Corp	Sun Pac	NaN	NaN	NaN	NaN	NaN	22	19	NaN	27	18	23	12	25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	45.40	48.64	NaN	14.54	69.87	67.86	111.94	36.34	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-3	NaN	NaN	-9	5	-11	13	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	116.53	42.97	35.74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11	3	NaN	NaN	NaN	NaN	NaN	NaN
0001648365	AGRI Fintech Holdings INC	AGRI Fi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18	11	17	25	18	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67.29	110.50	70.49	41.85	83.73	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-7	6	8	-7	NaN	NaN	NaN
0001703625	NAPC Defense Inc	NAPC De	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	NaN	17	19	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	44.35	NaN	73.34	76.54	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	NaN
0001725516	Renewable Innovations INC	Renewab	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3	24	29	NaN	17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	161.85	38.84	11.31	NaN	87.38	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21	5	NaN	NaN	NaN	NaN
0001696195	Kinetic Group INC	Kinetic	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	27	NaN	NaN	2	9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	NaN	NaN	165.97	121.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7	NaN
0001752372	Ezagoo Ltd	Ezagoo	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20	24	22	24	23	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	59.28	59.38	70.44	36.36	30.26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4	-2	2	-1	NaN
0001463833	IDW Media Holdings INC	IDW Med	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10	6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	127.61	153.33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-4	NaN	NaN
0001579717	Perk International Inc	Perk In	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	304.45	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
0001840102	Specificity INC	Specifi	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	29	28	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5.77	0.01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN

PDF reports

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

2010

Logs

error	1 × Negative Expenses, ignoring company.	pre-agg	0000875355
warning	9 × The stock price does not exist	industry.us_generic	0001080034 0001091325 0000875355 0000934796 0001078099 0001083243 0001297336 0001419995 0001428397
warning	4 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001080034 0001534298

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	0.221	0.248	0.491	1.14	1.22	0000051644	0000029989	0001080034
9	EconomicCapitalRatio	0.949	0.972	1.18	1.65	1.70	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	-0.0248	-0.0246	-0.0219	0.0571	0.0659	0000051644	0001080034	0000029989
1	AssetsNonCurrent	-0.0103	-0.00917	0.000696	0.00479	0.00525	0000029989	0000051644	0001080034
2	IntangibleAssets	-0.101	-0.0924	-0.0152	0.0880	0.0994	0000051644	0001080034	0000029989
3	PropertyPlantAndEquipment	-0.00255	-0.00248	-0.00185	0.00523	0.00602	0001080034	0000051644	0000029989
4	remainder_Assets	-0.0309	-0.0286	-0.00705	0.0102	0.0121	0000051644	0000029989	0001080034
5	LiabilitiesCurrent	-0.252	-0.229	-0.0192	0.389	0.434	0000029989	0000051644	0001080034
6	LiabilitiesNonCurrent	-0.119	-0.103	0.0394	0.0781	0.0824	0000051644	0000029989	0001080034
7	remainder_Liabilities	-0.0630	-0.0552	0.0141	0.0195	0.0201	0001080034	0000029989	0000051644
8	CostOfGoodsAndServicesSold	-0.136	-0.118	0.0434	0.0691	0.0719	0001080034	0000029989	0000051644
9	SellingAndMarketingExpense	-0.131	-0.113	0.0417	0.0663	0.0691	0001080034	0000029989	0000051644
10	GeneralAndAdministrativeExpense	-0.0632	-0.0585	-0.0158	0.0431	0.0497	0000051644	0001080034	0000029989
11	remainder_Expenses	-0.160	-0.141	0.0389	0.0748	0.0788	0000051644	0001080034	0000029989
12	remainder_Revenues	-0.245	-0.212	0.0800	0.326	0.354	0000029989	0000051644	0001080034
13	remainder_NetIncome	-0.0515	-0.0486	-0.0219	0.0393	0.0461	0000051644	0001080034	0000029989
14	remainder_ComprehensiveNetIncome	-0.00396	-0.00347	0.000916	0.00512	0.00559	0000029989	0001080034	0000051644

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.145	-0.133	-0.0237	0.149	0.168	0000051644	0001080034	0000029989
1	Liabilities	-0.189	-0.182	-0.118	0.394	0.451	0000029989	0000051644	0001080034
2	Expenses	-0.245	-0.229	-0.0908	0.192	0.223	0001080034	0000051644	0000029989
3	Revenues	-0.245	-0.212	0.0800	0.326	0.354	0000029989	0000051644	0001080034
4	StockholdersEquity	-0.278	-0.244	0.0638	0.179	0.192	0000051644	0000029989	0001080034
5	NetIncome	-0.0657	-0.0596	-0.00531	0.0653	0.0731	0000051644	0000029989	0001080034
6	ComprehensiveNetIncome	-0.0603	-0.0552	-0.00926	0.0657	0.0741	0000051644	0000029989	0001080034
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0000051644	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.349	-0.326	-0.118	0.347	0.399	0000051644	0000029989	0001080034
9	EconomicCapitalRatio	-0.326	-0.303	-0.0958	0.370	0.422	0000051644	0000029989	0001080034

2011

Logs

error	8 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001201135 0001201135 0001346655 0001346655 0001299967 0001299967 0001088638 0001088638
error	1 × Negative Expenses, ignoring company.	pre-agg	0000875355
warning	13 × The stock price does not exist	industry.us_generic	0001091325 0000875355 0000934796 0001078099 0001080034 0001083243 0001297336 0001419995 0001428397 0001084332 0001297965 0001329957 0001431880
warning	10 × No stock price available	subcommand.plot	0001091325 0000934796 0001078099 0001080034 0001083243 0001297336 0001419995 0001428397 0001534298 0001495231
warning	7 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0001080034 0001534298 0000051644 0001372375 0001527190 0001491778
warning	6 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001201135 0001346655 0001299967 0001088638 0001424822 0001490281
warning	2 × Missing logo	subcommand.report	0001091325 0001083243

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	16,038	20,305,868	8,713,740,000	10,421,500,000	0001083243	0001078099	0000029989
1	AssetsNonCurrent	0	0	538,123	646,100,000	685,700,000	0000934796	0001078099	0000051644
2	IntangibleAssets	0	0	2,214,846	4,540,380,000	8,924,700,000	0000934796	0000829323	0000029989
3	PropertyPlantAndEquipment	0	0	3,558,363	504,420,000	682,900,000	0001083243	0001133311	0000029989
4	remainder_Assets	-24,600,000	-6,653,235	21,163	1,072,756,000	4,626,980,000	0001377630	0001495231	0001334978
5	LiabilitiesCurrent	5,366	110,761	9,386,181	8,760,280,000	11,671,000,000	0001083243	0000829323	0000029989
6	LiabilitiesNonCurrent	0	0	0	1,261,780,000	2,103,300,000	0000029989	0001080034	0000051644
7	remainder_Liabilities	0	0	0	145,234,800	181,702,000	0000029989	0000829323	0001080034
8	CostOfGoodsAndServicesSold	0	0	0	200,897,000	242,249,000	0000029989	0001078099	0001080034
9	SellingAndMarketingExpense	0	0	834	80,782,600	139,929,000	0000029989	0001534298	0001297336
10	GeneralAndAdministrativeExpense	0	0	4,795,428	560,276,800	1,924,300,000	0000029989	0001091325	0000051644
11	remainder_Expenses	0	0	16,343,968	6,247,700,000	12,865,300,000	0001083243	0001297336	0000029989
12	remainder_Revenues	0	0	11,889,203	8,386,180,000	13,872,500,000	0000876883	0001078099	0000029989
13	remainder_NetIncome	-73,700,000	-18,969,600	16,490	287,738,800	898,782,000	0001377630	0001534298	0000876883
14	remainder_ComprehensiveNetIncome	-193,100,000	-93,580,000	0	1,269,810	5,679,100	0000029989	0001297336	0001091325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	259,908	315,555	106,900,108	14,402,360,000	20,505,400,000	0001534298	0001078099	0000029989
1	Liabilities	5,366	110,761	30,612,715	10,442,920,000	11,671,000,000	0001083243	0001133311	0000029989
2	Expenses	179,171	310,532	41,668,552	7,787,140,000	12,865,300,000	0001083243	0000829323	0000029989
3	Revenues	0	0	11,889,203	8,386,180,000	13,872,500,000	0000876883	0001078099	0000029989
4	StockholdersEquity	-346,800,000	-73,405,134	37,816,267	6,860,641,600	8,834,400,000	0001377630	0001133311	0000029989
5	NetIncome	-76,920,000	-25,596,654	-312,134	653,280,000	1,060,400,000	0000876883	0001534298	0000029989
6	ComprehensiveNetIncome	-85,184,000	-27,614,333	-312,134	614,660,000	867,300,000	0000876883	0001534298	0000029989
7	BaseVar	385,706	612,592	154,767,167	20,555,730,000	29,580,250,000	0001534298	0001091325	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-11.8	-5.04	0.234	1.24	1.27	0001428397	0000051644	0001334978
9	EconomicCapitalRatio	0.00000000000000000210	0.0220	0.961	1.72	1.73	0001428397	0000051644	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	-0.0883	-0.0825	-0.00496	0.238	0.284	0001534298	0001377630	0001133311
1	AssetsNonCurrent	-0.0573	-0.0554	-0.00788	0.0426	0.172	0001495231	0001078099	0001377630
2	IntangibleAssets	-0.242	-0.167	-0.0116	0.235	0.633	0001495231	0001377630	0001078099
3	PropertyPlantAndEquipment	-0.134	-0.125	-0.0317	0.231	0.512	0001495231	0001080034	0001534298
4	remainder_Assets	-0.262	-0.207	-0.106	0.402	1.39	0001495231	0000029989	0001083243
5	LiabilitiesCurrent	-0.231	-0.203	0.0380	0.303	0.331	0000051644	0000829323	0001297336
6	LiabilitiesNonCurrent	-0.795	-0.319	0.0103	0.219	0.231	0001377630	0000829323	0001297336
7	remainder_Liabilities	-0.228	-0.123	0.0146	0.0875	0.0969	0001080034	0000829323	0001133311
8	CostOfGoodsAndServicesSold	-0.849	-0.708	0.0135	0.139	0.225	0001297336	0001377630	0001133311
9	SellingAndMarketingExpense	-0.732	-0.631	0.0101	0.0990	0.102	0001133311	0001080034	0000029989
10	GeneralAndAdministrativeExpense	-0.543	-0.281	0.0298	0.288	0.373	0001495231	0001377630	0001297336
11	remainder_Expenses	-0.189	-0.160	0.0724	0.404	0.478	0000029989	0000051644	0001297336
12	remainder_Revenues	-0.692	-0.512	0.00000788	0.555	0.729	0001133311	0001428397	0001297336
13	remainder_NetIncome	-0.262	-0.154	-0.0549	0.296	1.02	0001297336	0001083243	0001133311
14	remainder_ComprehensiveNetIncome	-0.00956	-0.00907	0.000308	0.0188	0.0329	0001334978	0001534298	0001091325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.541	-0.455	-0.00544	0.383	0.398	0001495231	0001377630	0001078099
1	Liabilities	-0.353	-0.263	0.0482	0.427	0.543	0001377630	0000934796	0001133311
2	Expenses	-0.418	-0.409	0.0467	0.315	0.388	0001297336	0000934796	0001091325
3	Revenues	-0.692	-0.512	0.00000788	0.555	0.729	0001133311	0001428397	0001297336
4	StockholdersEquity	-0.413	-0.401	-0.0909	0.780	0.973	0001495231	0001133311	0001083243
5	NetIncome	-0.216	-0.213	0.0926	0.531	0.603	0001534298	0001078099	0001133311
6	ComprehensiveNetIncome	-0.216	-0.213	0.0877	0.528	0.603	0001534298	0001078099	0001133311
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001091325	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.607	-0.585	0.354	1.11	1.13	0001428397	0000051644	0001334978
9	EconomicCapitalRatio	-0.930	-0.908	0.0317	0.786	0.804	0001428397	0000051644	0001334978

2012

Logs

error	4 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001299967 0001299967 0001539850 0001201135
error	1 × No NetIncome node found, ignoring company.	input.sec.calculation_linkbase.edgar_model_mapping	0001509477
error	1 × Negative Expenses, ignoring company.	pre-agg	0000875355
warning	17 × The stock price does not exist	industry.us_generic	0001297336 0001372375 0000934796 0001080034 0001083243 0001084332 0001091325 0001297965 0001329957 0001419995 0001428397 0001431880 0001078099 0001375796 0001415624 0001080627 0000875355
warning	16 × No stock price available	subcommand.plot	0001297336 0001372375 0001527190 0000934796 0001080034 0001083243 0001084332 0001091325 0001297965 0001329957 0001419995 0001428397 0001431880 0001491778 0001534298 0001392694
warning	11 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001372375 0001527190 0001080034 0001297965 0001428397 0001491778 0001534298 0001442376 0001475274
warning	3 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001299967 0001539850 0001538217
warning	3 × Missing logo	subcommand.report	0001083243 0001091325 0001297965
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	911	5,335,027	7,654,865,000	11,661,400,000	0001083243	0001091325	0000029989
1	AssetsNonCurrent	0	0	96,918	550,125,000	670,200,000	0000934796	0001084332	0000051644
2	IntangibleAssets	0	0	0	3,333,455,200	9,300,300,000	0000875355	0000934796	0000029989
3	PropertyPlantAndEquipment	0	0	205,724	450,519,243	723,800,000	0001083243	0000934796	0000029989
4	remainder_Assets	-25,700,000	-23,211,650	0	150,177,250	3,494,379,000	0001377630	0001534298	0001334978
5	LiabilitiesCurrent	0	7,921	4,357,007	6,668,155,750	11,875,800,000	0001491778	0000875355	0000029989
6	LiabilitiesNonCurrent	0	0	0	1,046,280,000	3,108,400,000	0000029989	0001084332	0000051644
7	remainder_Liabilities	0	0	0	77,876,500	159,546,000	0000029989	0000875355	0001080034
8	CostOfGoodsAndServicesSold	0	0	0	209,096,450	249,259,000	0000029989	0001083243	0001080034
9	SellingAndMarketingExpense	0	0	134,413	84,684,000	167,424,000	0000029989	0000934796	0001297336
10	GeneralAndAdministrativeExpense	0	0	1,866,135	74,963,150	1,886,000,000	0000029989	0000934796	0000051644
11	remainder_Expenses	0	191	4,793,174	4,364,073,200	13,122,000,000	0001083243	0001428397	0000029989
12	remainder_Revenues	0	0	4,219,017	6,354,811,600	14,219,400,000	0000934796	0001495231	0000029989
13	remainder_NetIncome	-108,466,000	-98,360,000	0	18,125,400	135,427,000	0001334978	0001491778	0001133311
14	remainder_ComprehensiveNetIncome	-80,200,000	-54,645,000	0	9,578,750	35,100,000	0000051644	0001329957	0001527190

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,202	13,672	16,791,698	12,535,682,300	22,151,900,000	0001329957	0000875355	0000029989
1	Liabilities	20,158	222,656	10,078,641	9,363,620,000	11,875,800,000	0001083243	0001084332	0000029989
2	Expenses	198,779	296,078	15,650,880	5,967,173,200	13,122,000,000	0001534298	0000875355	0000029989
3	Revenues	0	0	4,219,017	6,354,811,600	14,219,400,000	0000934796	0001495231	0000029989
4	StockholdersEquity	-524,200,000	-304,858,350	-27,678	5,752,790,450	10,276,100,000	0001527190	0001538217	0000029989
5	NetIncome	-159,210,000	-45,785,044	-1,234,633	410,167,400	1,117,500,000	0001334978	0000934796	0000029989
6	ComprehensiveNetIncome	-148,723,000	-45,785,044	-1,333,853	347,155,000	1,060,500,000	0001334978	0001538217	0000029989
7	BaseVar	330,043	628,780	26,564,148	17,127,157,900	30,723,100,000	0001534298	0000875355	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-6.38	-4.38	-0.455	1.03	1.20	0001428397	0001527190	0001334978
9	EconomicCapitalRatio	0.00000527	0.00275	0.695	1.57	1.69	0001428397	0001527190	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	-0.103	-0.0983	-0.0221	0.356	0.540	0001495231	0001527190	0001372375
1	AssetsNonCurrent	-0.0816	-0.0725	-0.0164	0.136	0.189	0001495231	0000051644	0001431880
2	IntangibleAssets	-0.103	-0.0557	-0.0183	0.176	0.234	0001495231	0001083243	0000029989
3	PropertyPlantAndEquipment	-0.0906	-0.0829	-0.0204	0.342	0.457	0001495231	0001080034	0001091325
4	remainder_Assets	-0.152	-0.105	-0.0388	0.114	1.57	0001495231	0001491778	0001083243
5	LiabilitiesCurrent	-0.0895	-0.0722	0.0373	0.365	0.394	0000051644	0001527190	0001297336
6	LiabilitiesNonCurrent	-0.872	-0.685	-0.00334	0.212	0.301	0001527190	0001329957	0001297336
7	remainder_Liabilities	-0.177	-0.0969	0.00945	0.153	0.200	0001491778	0001527190	0001297336
8	CostOfGoodsAndServicesSold	-0.846	-0.403	0.0148	0.129	0.178	0001297336	0001091325	0001133311
9	SellingAndMarketingExpense	-0.639	-0.480	0.00202	0.0882	0.0912	0001297336	0001527190	0000029989
10	GeneralAndAdministrativeExpense	-0.602	-0.213	0.0356	0.279	0.393	0001495231	0001377630	0001297336
11	remainder_Expenses	-0.668	-0.264	0.0461	0.501	0.590	0001538217	0001527190	0001133311
12	remainder_Revenues	-0.516	-0.216	0.00128	0.541	0.768	0001133311	0001538217	0001297336
13	remainder_NetIncome	-0.0336	-0.0316	-0.00979	0.166	0.916	0001419995	0001377630	0001133311
14	remainder_ComprehensiveNetIncome	-0.0118	-0.00624	-0.000205	0.00754	0.00841	0001297336	0001431880	0001527190

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.504	-0.464	-0.0243	0.469	0.836	0001538217	0001527190	0001083243
1	Liabilities	-0.133	-0.102	0.0406	0.560	0.601	0001377630	0001419995	0001372375
2	Expenses	-0.614	-0.433	0.0613	0.342	0.465	0001538217	0000934796	0001091325
3	Revenues	-0.516	-0.216	0.00128	0.541	0.768	0001133311	0001538217	0001297336
4	StockholdersEquity	-0.380	-0.274	0.000242	0.876	0.950	0001084332	0001538217	0001334978
5	NetIncome	-0.288	-0.206	0.119	0.735	0.757	0001431880	0001377630	0001133311
6	ComprehensiveNetIncome	-0.289	-0.206	0.112	0.740	0.758	0001431880	0001377630	0001133311
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001297965	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.507	-0.504	0.188	1.07	1.18	0001428397	0001527190	0001334978
9	EconomicCapitalRatio	-0.750	-0.747	-0.0547	0.824	0.938	0001428397	0001527190	0001334978

2013

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001539850 0001299967 0001329957
error	2 × Negative Expenses, ignoring company.	pre-agg	0001591877 0000875355
warning	21 × The stock price does not exist	industry.us_generic	0001078099 0001297336 0001297965 0001372375 0001375796 0001415624 0000934796 0001080034 0001080627 0001084332 0001091325 0001419995 0001428397 0001475274 0001329957 0001083243 0001115128 0001509477 0001591877 0000875355 0001431880
warning	18 × No stock price available	subcommand.plot	0001078099 0001297336 0001297965 0001372375 0001375796 0001415624 0001527190 0000934796 0001080034 0001080627 0001084332 0001091325 0001419995 0001428397 0001442376 0001475274 0001491778 0001392694
warning	16 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001297965 0001372375 0001527190 0001080034 0001428397 0001442376 0001475274 0001491778 0001329957 0001534298 0001460329 0001516079 0001559754 0001615780
warning	4 × Similarly named company. Duplicate?	None	0001372375 0001527190 0001084332 0001442376
warning	3 × Missing logo	subcommand.report	0001297965 0001080627 0001091325
warning	2 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001475274 0001539850
warning	1 × NetIncome node detected by IncomeLoss name heuristic	input.sec.calculation_linkbase.edgar_model_mapping	0001201135

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	726	155,533	27,006,211	6,030,328,400	11,652,300,000	0001392694	0000875355	0000029989
1	AssetsNonCurrent	0	0	107,257	756,860,000	1,920,425,000	0000934796	0001084332	0001334978
2	IntangibleAssets	0	0	2,977	3,115,675,100	9,302,000,000	0000875355	0001527190	0000029989
3	PropertyPlantAndEquipment	0	0	3,396,377	442,991,006	737,400,000	0001297965	0001375796	0000029989
4	remainder_Assets	-205,858,000	-45,125,800	302,063	127,229,500	1,682,622,000	0001372375	0001084267	0001334978
5	LiabilitiesCurrent	0	819,105	27,168,500	5,947,787,000	12,277,700,000	0001491778	0001080627	0000029989
6	LiabilitiesNonCurrent	0	0	0	1,020,130,000	2,239,800,000	0000029989	0001080627	0000051644
7	remainder_Liabilities	0	0	0	89,531,900	165,963,000	0000029989	0001080627	0001080034
8	CostOfGoodsAndServicesSold	0	0	746,453	174,729,600	256,450,000	0000029989	0001428397	0001297336
9	SellingAndMarketingExpense	0	0	338,413	87,917,700	182,854,000	0000029989	0001442376	0001297336
10	GeneralAndAdministrativeExpense	0	0	3,994,429	62,767,400	1,917,900,000	0000029989	0000875355	0000051644
11	remainder_Expenses	0	263,421	11,367,546	4,265,093,300	13,521,600,000	0001495231	0001091325	0000029989
12	remainder_Revenues	0	0	27,787,820	5,869,467,000	14,584,500,000	0000934796	0000875355	0000029989
13	remainder_NetIncome	-128,200,000	-47,920,000	-205,024	67,876,500	140,832,000	0000051644	0001442376	0001133311
14	remainder_ComprehensiveNetIncome	-182,600,000	-126,650,000	0	4,184,914	10,300,000	0000029989	0001475274	0001527190

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,794	194,702	105,666,813	11,061,317,600	22,098,700,000	0001392694	0001491778	0000029989
1	Liabilities	812,809	879,261	33,543,324	7,647,590,000	12,277,700,000	0001538217	0001375796	0000029989
2	Expenses	37,912	1,098,288	50,684,483	5,607,623,300	13,521,600,000	0001392694	0001078099	0000029989
3	Revenues	0	0	27,787,820	5,869,467,000	14,584,500,000	0000934796	0000875355	0000029989
4	StockholdersEquity	-299,200,000	-107,817,000	14,809,549	4,940,031,400	9,821,000,000	0001527190	0001080627	0000029989
5	NetIncome	-32,989,000	-21,934,519	-3,099,488	251,100,000	1,111,600,000	0001491778	0001419995	0000029989
6	ComprehensiveNetIncome	-49,433,000	-31,946,800	-3,321,417	164,650,000	929,000,000	0001334978	0001495231	0000029989
7	BaseVar	450,890	2,557,135	234,330,356	15,137,547,750	31,356,900,000	0001392694	0001091325	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-2.93	-2.74	0.180	1.21	1.24	0001297965	0000051644	0001475274
9	EconomicCapitalRatio	0.0609	0.0844	0.912	1.69	1.71	0001297965	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	-0.183	-0.175	-0.0154	0.243	0.299	0001442376	0001491778	0001133311
1	AssetsNonCurrent	-0.130	-0.115	-0.0405	0.108	0.207	0001084267	0001392694	0001372375
2	IntangibleAssets	-0.219	-0.156	-0.0591	0.159	0.518	0001084267	0001297965	0001078099
3	PropertyPlantAndEquipment	-0.112	-0.0978	-0.0350	0.140	0.488	0001297336	0001297965	0001091325
4	remainder_Assets	-0.118	-0.0822	-0.00422	0.0954	0.287	0001372375	0001475274	0001538217
5	LiabilitiesCurrent	-0.322	-0.0526	0.127	0.449	0.523	0001080627	0000934796	0000875355
6	LiabilitiesNonCurrent	-0.940	-0.670	0.0255	0.169	0.266	0001527190	0001491778	0001297336
7	remainder_Liabilities	-0.646	-0.167	0.0147	0.0612	0.0778	0001491778	0001475274	0001297336
8	CostOfGoodsAndServicesSold	-0.832	-0.449	0.0154	0.187	0.299	0001297336	0001428397	0001133311
9	SellingAndMarketingExpense	-0.673	-0.404	0.0113	0.104	0.178	0001297336	0001297965	0001538217
10	GeneralAndAdministrativeExpense	-0.510	-0.162	0.00527	0.123	0.224	0001495231	0001527190	0001538217
11	remainder_Expenses	-0.575	-0.437	0.0165	0.411	0.503	0001084267	0000051644	0001415624
12	remainder_Revenues	-0.643	-0.292	0.0560	0.547	0.729	0001133311	0000051644	0001297336
13	remainder_NetIncome	-0.122	-0.0460	-0.00142	0.0159	0.555	0001080627	0001475274	0001133311
14	remainder_ComprehensiveNetIncome	-0.0927	-0.00799	0.00227	0.0106	0.0223	0001375796	0001491778	0001091325

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.343	-0.333	0.00903	0.235	0.434	0001297336	0001377630	0001091325
1	Liabilities	-0.330	-0.246	0.101	0.603	0.652	0001527190	0000934796	0000875355
2	Expenses	-0.724	-0.566	-0.0240	0.205	0.431	0001297336	0001375796	0001091325
3	Revenues	-0.643	-0.292	0.0560	0.547	0.729	0001133311	0000051644	0001297336
4	StockholdersEquity	-0.418	-0.402	0.165	0.806	0.909	0001392694	0001080627	0001334978
5	NetIncome	-0.622	-0.469	0.0914	0.417	0.449	0001428397	0001491778	0001080034
6	ComprehensiveNetIncome	-0.622	-0.458	0.0952	0.426	0.460	0001428397	0001491778	0001080034
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001334978	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.654	-0.631	0.197	0.979	0.998	0001297965	0000051644	0001475274
9	EconomicCapitalRatio	-0.830	-0.806	0.0216	0.803	0.823	0001297965	0000051644	0001475274

2014

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0001591877 0000875355
warning	21 × The stock price does not exist	industry.us_generic	0001078099 0001115128 0001297336 0001372375 0001375796 0001415624 0001475274 0001084332 0001091325 0001329957 0001428397 0001509477 0001591877 0001083243 0001080034 0000875355 0000934796 0001419995 0001297965 0001431880 0001080627
warning	20 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001078099 0001372375 0001375796 0001415624 0001460329 0001475274 0001516079 0001091325 0001329957 0001428397 0001442376 0001491778 0001559754 0001615780 0001534298 0001527190 0001080034 0001297965
warning	20 × No stock price available	subcommand.plot	0001078099 0001115128 0001297336 0001372375 0001375796 0001415624 0001460329 0001475274 0001516079 0001084332 0001091325 0001329957 0001428397 0001442376 0001491778 0001509477 0001559754 0001615780 0001556739 0001588014
warning	2 × Missing logo	subcommand.report	0001516079 0001091325
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

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	20,679	8,984,972	3,964,877,400	11,190,500,000	0001516079	0001495231	0000029989
1	AssetsNonCurrent	0	0	96,775	468,680,000	1,747,280,000	0001088638	0001084332	0001334978
2	IntangibleAssets	0	0	29,121	2,597,996,000	9,211,600,000	0000875355	0001509477	0000029989
3	PropertyPlantAndEquipment	0	0	1,467,112	328,765,000	708,000,000	0001088638	0000875355	0000029989
4	remainder_Assets	-199,892,000	-21,239,200	171,615	424,520,000	1,651,322,000	0001372375	0001442376	0001334978
5	LiabilitiesCurrent	0	0	5,273,230	3,780,677,600	12,061,100,000	0001460329	0000875355	0000029989
6	LiabilitiesNonCurrent	0	0	0	397,152,000	2,875,300,000	0000029989	0001088638	0000051644
7	remainder_Liabilities	0	0	2,094	78,663,600	192,561,000	0000029989	0001084332	0000876883
8	CostOfGoodsAndServicesSold	0	0	1,820,793	382,032,600	1,642,502,000	0000029989	0001509477	0001490281
9	SellingAndMarketingExpense	0	0	128	217,249,200	436,000,000	0000029989	0000876883	0001556739
10	GeneralAndAdministrativeExpense	0	0	2,934,312	214,429,200	1,928,100,000	0000029989	0001460329	0000051644
11	remainder_Expenses	-2,744,000	-16,400	6,591,063	3,833,171,200	14,144,000,000	0001133311	0001415624	0000029989
12	remainder_Revenues	0	0	7,813,058	4,929,852,800	15,317,800,000	0000876883	0001346655	0000029989
13	remainder_NetIncome	-354,000,000	-46,611,800	-29,395	101,515,200	1,131,018,000	0001556739	0001509477	0000876883
14	remainder_ComprehensiveNetIncome	-555,700,000	-194,214,000	0	105,225	1,762,000	0000029989	0001559754	0001490281

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	197	36,074	30,718,875	8,916,326,600	21,559,700,000	0001516079	0000875355	0000029989
1	Liabilities	48,177	158,268	10,993,610	5,216,951,400	12,061,100,000	0001088638	0001078099	0000029989
2	Expenses	102,293	314,439	26,137,762	4,719,432,400	14,144,000,000	0001088638	0000875355	0000029989
3	Revenues	0	0	7,813,058	4,929,852,800	15,317,800,000	0000876883	0001346655	0000029989
4	StockholdersEquity	-153,629,000	-11,125,676	7,473,120	3,702,992,800	9,498,600,000	0000876883	0001460329	0000029989
5	NetIncome	-371,000,000	-97,986,200	-3,528,690	218,339,000	1,233,100,000	0001556739	0001460329	0000029989
6	ComprehensiveNetIncome	-422,000,000	-142,168,200	-3,825,528	114,731,000	677,400,000	0001556739	0001559754	0000029989
7	BaseVar	90,506	366,514	44,679,223	11,575,565,900	31,848,800,000	0001088638	0000875355	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-15.1	-4.51	0.00355	1.19	1.20	0001516079	0001538217	0001334978
9	EconomicCapitalRatio	0.0000000000000000000000000000118	0.00600	0.743	1.68	1.69	0001516079	0001538217	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	-0.680	-0.252	-0.00581	0.279	0.339	0001346655	0001491778	0001460329
1	AssetsNonCurrent	-0.162	-0.0669	-0.0213	0.197	0.338	0001346655	0001084267	0001460329
2	IntangibleAssets	-0.402	-0.123	-0.0358	0.212	0.285	0001346655	0000875355	0001078099
3	PropertyPlantAndEquipment	-0.234	-0.0747	-0.0180	0.0574	0.427	0001346655	0001415624	0001091325
4	remainder_Assets	-0.358	-0.139	-0.0151	0.277	0.440	0001372375	0000875355	0001556739
5	LiabilitiesCurrent	-0.200	-0.130	0.0178	0.292	0.329	0000029989	0001297336	0001460329
6	LiabilitiesNonCurrent	-0.397	-0.203	0.00408	0.0828	0.0838	0001091325	0001297336	0001133311
7	remainder_Liabilities	-0.701	-0.280	0.0163	0.169	0.174	0001491778	0001509477	0001133311
8	CostOfGoodsAndServicesSold	-0.882	-0.404	0.0000955	0.194	0.285	0001297336	0001329957	0001133311
9	SellingAndMarketingExpense	-0.753	-0.417	0.0105	0.0949	0.109	0001297336	0001084267	0000029989
10	GeneralAndAdministrativeExpense	-0.385	-0.313	0.0608	0.311	0.368	0001088638	0001588014	0001556739
11	remainder_Expenses	-2.30	-0.396	0.0565	0.651	0.712	0001346655	0001559754	0001133311
12	remainder_Revenues	-0.699	-0.353	0.0524	0.458	0.630	0001133311	0000051644	0001415624
13	remainder_NetIncome	-0.256	-0.0997	-0.00883	0.339	0.939	0001556739	0000875355	0001133311
14	remainder_ComprehensiveNetIncome	-0.0333	-0.0251	0.000437	0.00386	0.0493	0001556739	0001559754	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-1.09	-0.322	0.00866	0.265	0.360	0001346655	0000876883	0001460329
1	Liabilities	-0.367	-0.268	0.0256	0.431	0.484	0001538217	0001088638	0001556739
2	Expenses	-1.41	-0.350	0.0662	0.336	0.422	0001346655	0000876883	0000029989
3	Revenues	-0.699	-0.353	0.0524	0.458	0.630	0001133311	0000051644	0001415624
4	StockholdersEquity	-0.619	-0.323	0.0157	0.773	0.851	0001346655	0000051644	0001078099
5	NetIncome	-0.581	-0.423	0.190	0.676	0.753	0001539850	0001091325	0001133311
6	ComprehensiveNetIncome	-0.579	-0.422	0.199	0.677	0.749	0001539850	0001491778	0001133311
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001375796	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.534	-0.528	0.208	1.15	1.15	0001516079	0001538217	0001334978
9	EconomicCapitalRatio	-0.813	-0.807	-0.0701	0.870	0.876	0001516079	0001538217	0001334978

2015

Logs

error	2 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001201135 0001211211
error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
warning	21 × The stock price does not exist	industry.us_generic	0001078099 0001115128 0001375796 0001415624 0001475274 0001084332 0001091325 0001428397 0001509477 0001083243 0001297336 0000934796 0001080034 0000875355 0001419995 0001372375 0001297965 0001329957 0001431880 0001080627 0001591877
warning	21 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0001078099 0001375796 0001415624 0001460329 0001475274 0001527190 0001091325 0001428397 0001442376 0001491778 0001559754 0001615780 0000051644 0000934796 0001516079 0001080034 0001534298 0001372375 0001297965 0001329957
warning	15 × No stock price available	subcommand.plot	0001078099 0001115128 0001375796 0001415624 0001475274 0001527190 0001084332 0001091325 0001428397 0001442376 0001491778 0001509477 0001559754 0001615780 0001392694
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

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	148,019	15,769,031	1,149,824,600	11,980,500,000	0001615780	0001495231	0000029989
1	AssetsNonCurrent	0	0	178,608	773,940,000	1,540,317,000	0001091325	0001078099	0001334978
2	IntangibleAssets	0	0	1,146,307	1,415,014,400	9,021,200,000	0000875355	0001491778	0000029989
3	PropertyPlantAndEquipment	0	5,769	1,063,462	131,359,776	692,700,000	0001334978	0001460329	0000029989
4	remainder_Assets	-32,344,000	-25,100,000	14,098	116,938,000	1,509,769,000	0001375796	0001509477	0001334978
5	LiabilitiesCurrent	0	0	8,159,608	917,417,400	14,219,600,000	0001428397	0001084332	0000029989
6	LiabilitiesNonCurrent	0	0	5,202	875,977,200	1,130,800,000	0000029989	0001115128	0001377630
7	remainder_Liabilities	0	0	63,557	111,781,600	309,285,000	0000029989	0001559754	0000876883
8	CostOfGoodsAndServicesSold	0	0	670,001	93,898,000	99,266,000	0000029989	0001442376	0001375796
9	SellingAndMarketingExpense	0	0	289	87,089,200	99,380,000	0000029989	0000876883	0001475274
10	GeneralAndAdministrativeExpense	0	0	4,088,013	47,313,600	322,207,000	0000029989	0000875355	0000876883
11	remainder_Expenses	-5,489,000	71,243	11,475,208	2,142,776,200	13,979,000,000	0001460329	0001415624	0000029989
12	remainder_Revenues	0	0	14,525,809	1,862,322,400	15,134,400,000	0000876883	0001091325	0000029989
13	remainder_NetIncome	-66,500,000	-55,190,800	-15,094	100,475,200	1,231,507,000	0001377630	0001392694	0000876883
14	remainder_ComprehensiveNetIncome	-506,700,000	-100,306,400	0	1,037,999	4,955,000	0000029989	0001460329	0000876883

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	85,637	238,713	31,817,222	4,450,419,400	22,110,700,000	0001615780	0000875355	0000029989
1	Liabilities	706,901	1,366,121	17,791,342	1,707,111,200	14,219,600,000	0001615780	0000829323	0000029989
2	Expenses	215,700	889,671	29,277,593	2,271,659,000	13,979,000,000	0001615780	0001538217	0000029989
3	Revenues	0	0	14,525,809	1,862,322,400	15,134,400,000	0000876883	0001091325	0000029989
4	StockholdersEquity	-417,602,000	-228,580,000	-314,904	3,458,507,200	7,891,100,000	0000876883	0001509477	0000029989
5	NetIncome	-84,535,000	-60,076,800	-1,335,321	77,980,000	1,203,400,000	0001460329	0001392694	0000029989
6	ComprehensiveNetIncome	-206,552,000	-68,074,200	-1,335,321	59,780,000	696,700,000	0001334978	0001392694	0000029989
7	BaseVar	527,270	1,806,713	92,580,884	5,189,134,200	32,999,200,000	0001615780	0000829323	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-7.24	-4.01	-0.0167	1.10	1.43	0001539850	0001495231	0001078099
9	EconomicCapitalRatio	0.000000171	0.0456	0.739	1.62	1.84	0001539850	0001495231	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	-0.139	-0.136	-0.00528	0.278	0.310	0000829323	0000876883	0001415624
1	AssetsNonCurrent	-0.110	-0.0973	-0.0349	0.152	0.254	0001491778	0001442376	0000829323
2	IntangibleAssets	-0.219	-0.147	-0.0354	0.195	0.383	0001491778	0001377630	0001460329
3	PropertyPlantAndEquipment	-0.0893	-0.0689	-0.0142	0.0747	0.338	0001538217	0001415624	0001091325
4	remainder_Assets	-0.227	-0.110	-0.0121	0.0943	0.288	0000829323	0001115128	0001460329
5	LiabilitiesCurrent	-0.151	-0.0874	0.0600	0.398	0.424	0000029989	0001084332	0000829323
6	LiabilitiesNonCurrent	-0.781	-0.677	0.00648	0.237	0.267	0001527190	0001392694	0001133311
7	remainder_Liabilities	-0.949	-0.254	0.00861	0.115	0.149	0001491778	0001392694	0000829323
8	CostOfGoodsAndServicesSold	-0.430	-0.415	0.0138	0.185	0.334	0001495231	0001377630	0001133311
9	SellingAndMarketingExpense	-0.849	-0.312	0.0151	0.0949	0.226	0001133311	0001538217	0000829323
10	GeneralAndAdministrativeExpense	-0.217	-0.135	0.0102	0.142	0.346	0001495231	0001615780	0000829323
11	remainder_Expenses	-0.561	-0.430	0.0184	0.448	0.562	0000829323	0001377630	0001415624
12	remainder_Revenues	-0.773	-0.352	0.0379	0.509	0.653	0001133311	0001495231	0000829323
13	remainder_NetIncome	-0.274	-0.211	-0.0121	0.0913	0.897	0001495231	0000029989	0001133311
14	remainder_ComprehensiveNetIncome	-0.0240	-0.0217	0.000876	0.00577	0.0411	0001091325	0001084267	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.335	-0.265	-0.00768	0.246	0.436	0001084332	0001538217	0001460329
1	Liabilities	-0.253	-0.215	0.0538	0.586	0.600	0001527190	0001509477	0001115128
2	Expenses	-0.473	-0.275	0.00740	0.233	0.376	0000829323	0001346655	0001460329
3	Revenues	-0.773	-0.352	0.0379	0.509	0.653	0001133311	0001495231	0000829323
4	StockholdersEquity	-0.443	-0.369	0.0000374	0.871	1.00	0001559754	0001539850	0001078099
5	NetIncome	-0.408	-0.328	0.0480	0.442	0.516	0001084267	0000876883	0001133311
6	ComprehensiveNetIncome	-0.406	-0.325	0.0526	0.444	0.514	0001084267	0001527190	0001133311
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001377630	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.665	-0.620	0.0739	0.954	1.17	0001539850	0001495231	0001078099
9	EconomicCapitalRatio	-0.831	-0.785	-0.0920	0.788	1.01	0001539850	0001495231	0001078099

2016

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001663641 0000829323 0001211211
error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	23 × The stock price does not exist	industry.us_generic	0001078099 0001115128 0001343465 0001375796 0001415624 0001475274 0000934796 0001084332 0001509477 0001083243 0001648365 0001080034 0001091325 0000875355 0001297336 0001419995 0001428397 0001372375 0001297965 0001329957 0001431880 0001080627 0001591877
warning	22 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0001078099 0001375796 0001415624 0001460329 0001475274 0001527190 0000934796 0001442376 0001491778 0001516079 0001615780 0000051644 0001705110 0001080034 0001091325 0001428397 0001534298 0001372375 0001297965 0001329957 0001559754
warning	15 × No stock price available	subcommand.plot	0001078099 0001115128 0001375796 0001392694 0001415624 0001475274 0001527190 0000934796 0001084332 0001442376 0001491778 0001509477 0001516079 0001615780 0001609139
warning	4 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001084332 0001211211 0001334978 0001495231
warning	1 × Similarly named company. Duplicate?	None	0001527190
warning	1 × Missing logo	subcommand.report	0001516079

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	21,313	33,569,245	969,662,800	12,722,000,000	0001516079	0001460329	0000029989
1	AssetsNonCurrent	0	0	77,294	558,950,700	836,300,000	0000934796	0001078099	0001377630
2	IntangibleAssets	0	0	1,114,653	718,796,450	9,403,500,000	0000875355	0001491778	0000029989
3	PropertyPlantAndEquipment	0	314	1,892,916	149,157,250	674,800,000	0001516079	0000875355	0000029989
4	remainder_Assets	-420,943,000	-29,600,000	4,317	112,745,850	147,113,000	0001576427	0001609139	0001490281
5	LiabilitiesCurrent	0	166,731	13,833,180	1,069,470,500	14,010,900,000	0001491778	0001078099	0000029989
6	LiabilitiesNonCurrent	0	0	0	968,448,000	1,118,000,000	0000029989	0001078099	0001377630
7	remainder_Liabilities	-686,000	0	0	119,017,150	231,633,000	0001576427	0001084267	0000876883
8	CostOfGoodsAndServicesSold	0	0	293,356	106,336,300	1,786,451,000	0000029989	0001442376	0001490281
9	SellingAndMarketingExpense	0	0	1,432,301	218,227,600	362,951,000	0000029989	0001084332	0001490281
10	GeneralAndAdministrativeExpense	0	0	2,991,567	95,287,750	306,251,000	0000029989	0000875355	0000876883
11	remainder_Expenses	0	60,489	11,210,888	1,237,525,650	14,218,200,000	0001495231	0001415624	0000029989
12	remainder_Revenues	0	0	5,137,762	2,672,881,200	15,416,900,000	0000876883	0001084332	0000029989
13	remainder_NetIncome	-87,371,000	-6,757,261	-11,935	357,885,000	1,287,329,000	0001490281	0001084332	0000876883
14	remainder_ComprehensiveNetIncome	-438,700,000	-20,585,500	0	150,238	6,846,000	0000029989	0001495231	0001490281

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	2,855	24,565	40,947,315	1,696,977,350	23,165,400,000	0001516079	0001133311	0000029989
1	Liabilities	30,666	552,281	16,247,803	1,841,048,350	14,010,900,000	0001516079	0001538217	0000029989
2	Expenses	56,969	470,942	37,681,872	2,711,815,350	14,218,200,000	0001516079	0001538217	0000029989
3	Revenues	0	0	5,137,762	2,672,881,200	15,416,900,000	0000876883	0001084332	0000029989
4	StockholdersEquity	-449,296,000	-230,405,000	2,379,771	562,883,200	9,154,500,000	0000876883	0001491778	0000029989
5	NetIncome	-194,587,000	-36,583,750	-1,571,201	101,626,250	1,246,700,000	0001490281	0000875355	0000029989
6	ComprehensiveNetIncome	-187,741,000	-45,228,100	-1,571,201	93,048,100	808,000,000	0001490281	0000875355	0000029989
7	BaseVar	45,245	837,026	106,938,265	4,258,105,975	33,649,050,000	0001516079	0001133311	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-4.69	-3.14	-0.0359	1.08	1.77	0001516079	0001491778	0001078099
9	EconomicCapitalRatio	0.00121	0.0433	0.739	1.61	2.07	0001516079	0001491778	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	-0.158	-0.146	-0.00747	0.336	0.455	0001539850	0000876883	0000875355
1	AssetsNonCurrent	-0.101	-0.0921	-0.0311	0.147	0.171	0001490281	0001539850	0001576427
2	IntangibleAssets	-0.196	-0.171	-0.0652	0.208	0.275	0001491778	0001375796	0001460329
3	PropertyPlantAndEquipment	-0.0481	-0.0415	-0.000341	0.0394	0.0497	0001609139	0001377630	0001491778
4	remainder_Assets	-0.152	-0.101	-0.0130	0.128	0.174	0001576427	0001084267	0001538217
5	LiabilitiesCurrent	-0.0446	-0.0231	0.0783	0.528	0.550	0001509477	0001491778	0001115128
6	LiabilitiesNonCurrent	-0.855	-0.569	0.00813	0.233	0.306	0001527190	0001491778	0001609139
7	remainder_Liabilities	-0.996	-0.146	0.000948	0.0592	0.0781	0001491778	0001527190	0001609139
8	CostOfGoodsAndServicesSold	-0.586	-0.564	0.0147	0.299	0.433	0001490281	0001527190	0001133311
9	SellingAndMarketingExpense	-0.985	-0.386	0.00797	0.116	0.304	0001133311	0001539850	0001609139
10	GeneralAndAdministrativeExpense	-0.353	-0.252	0.0275	0.172	0.427	0001495231	0001490281	0001609139
11	remainder_Expenses	-0.622	-0.473	-0.000278	0.446	0.531	0001609139	0001516079	0001133311
12	remainder_Revenues	-0.921	-0.379	0.0963	0.610	0.740	0001133311	0001084332	0001609139
13	remainder_NetIncome	-0.181	-0.140	-0.0507	0.105	1.04	0001392694	0000029989	0001133311
14	remainder_ComprehensiveNetIncome	-0.0202	-0.0143	0.0000638	0.00408	0.0115	0001576427	0001615780	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.416	-0.338	-0.0665	0.307	0.358	0001509477	0001495231	0001460329
1	Liabilities	-0.271	-0.196	0.0863	0.615	0.686	0001527190	0000934796	0001115128
2	Expenses	-0.595	-0.578	-0.0352	0.234	0.404	0001495231	0001084267	0001078099
3	Revenues	-0.921	-0.379	0.0963	0.610	0.740	0001133311	0001084332	0001609139
4	StockholdersEquity	-0.408	-0.393	0.0299	0.880	1.06	0001615780	0001490281	0001078099
5	NetIncome	-0.444	-0.295	0.0473	0.507	0.542	0001509477	0001490281	0001133311
6	ComprehensiveNetIncome	-0.404	-0.294	0.0470	0.507	0.542	0001509477	0001490281	0001133311
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.675	-0.633	0.0629	0.930	1.39	0001516079	0001491778	0001078099
9	EconomicCapitalRatio	-0.807	-0.765	-0.0699	0.797	1.26	0001516079	0001491778	0001078099

2017

Logs

error	3 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001663641 0001211211 0001088638
error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	24 × The stock price does not exist	industry.us_generic	0001078099 0001115128 0001375796 0000934796 0001343465 0001509477 0001648365 0001084332 0001725516 0001080034 0001091325 0000875355 0001083243 0001297336 0001419995 0001428397 0001372375 0001297965 0001329957 0001431880 0001415624 0001080627 0001475274 0001591877
warning	22 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0001078099 0001375796 0001460329 0001527190 0001705110 0000934796 0001516079 0001615780 0000051644 0001080034 0001091325 0001428397 0001534298 0001372375 0001297965 0001329957 0001491778 0001415624 0001442376 0001475274 0001559754
warning	12 × No stock price available	subcommand.plot	0001078099 0001115128 0001375796 0001527190 0001705110 0000934796 0001509477 0001516079 0001615780 0001648365 0001392694 0001588014
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	17,024	16,445,541	1,052,277,750	14,116,000,000	0001516079	0000875355	0000029989
1	AssetsNonCurrent	0	0	519,743	703,608,250	935,500,000	0000934796	0001115128	0001377630
2	IntangibleAssets	0	0	497,619	1,050,732,750	9,705,900,000	0000875355	0001392694	0000029989
3	PropertyPlantAndEquipment	0	0	2,043,460	159,089,750	690,900,000	0001084267	0000829323	0000029989
4	remainder_Assets	-494,787,000	-30,700,000	6,746	112,651,750	135,189,000	0001576427	0001084267	0001490281
5	LiabilitiesCurrent	14,151	483,017	17,669,277	1,044,031,750	15,108,900,000	0001516079	0000829323	0000029989
6	LiabilitiesNonCurrent	0	0	26,224	934,037,000	1,039,600,000	0000029989	0001392694	0001377630
7	remainder_Liabilities	-2,497,000	-1,748,925	0	46,474,750	78,973,000	0001576427	0001084267	0000876883
8	CostOfGoodsAndServicesSold	0	0	23,158	114,731,386	1,510,016,000	0000029989	0001588014	0001490281
9	SellingAndMarketingExpense	0	0	0	395,850,750	464,040,000	0000029989	0001516079	0001705110
10	GeneralAndAdministrativeExpense	0	0	2,206,566	257,094,000	310,455,000	0000029989	0000875355	0000876883
11	remainder_Expenses	800	185,132	12,663,058	1,489,842,750	14,134,600,000	0001516079	0001375796	0000029989
12	remainder_Revenues	0	0	2,596,186	2,707,080,750	15,273,600,000	0000876883	0001509477	0000029989
13	remainder_NetIncome	-10,688,000	-9,113,250	656	396,350,000	1,470,979,000	0001460329	0001509477	0000876883
14	remainder_ComprehensiveNetIncome	-15,505,000	-9,407,134	0	54,520,750	289,200,000	0000876883	0001084267	0000029989

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	6,041	39,839	30,963,373	1,693,545,250	24,931,200,000	0001516079	0000829323	0000029989
1	Liabilities	14,151	490,763	17,883,706	1,700,054,250	15,108,900,000	0001516079	0000829323	0000029989
2	Expenses	800	307,695	47,436,007	2,664,114,250	14,134,600,000	0001516079	0001375796	0000029989
3	Revenues	0	0	2,596,186	2,707,080,750	15,273,600,000	0000876883	0001509477	0000029989
4	StockholdersEquity	-116,000,000	-72,328,772	2,962,035	1,196,590,250	9,822,300,000	0001527190	0001495231	0000029989
5	NetIncome	-104,527,000	-61,745,295	-708,183	218,392,250	1,192,200,000	0001705110	0001588014	0000029989
6	ComprehensiveNetIncome	-99,165,000	-62,588,699	-708,183	223,180,000	1,481,400,000	0001705110	0001588014	0000029989
7	BaseVar	32,496	735,788	77,240,860	4,137,459,375	34,895,350,000	0001516079	0000829323	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-5.39	-5.11	0.0545	0.793	1.11	0001084267	0000876883	0001705110
9	EconomicCapitalRatio	0.000154	0.000372	0.793	1.41	1.63	0001084267	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	-0.201	-0.151	-0.0280	0.365	0.544	0001509477	0001705110	0001375796
1	AssetsNonCurrent	-0.110	-0.104	-0.0297	0.148	0.243	0001509477	0000875355	0000829323
2	IntangibleAssets	-0.191	-0.138	-0.0206	0.374	0.403	0001509477	0001576427	0001705110
3	PropertyPlantAndEquipment	-0.0307	-0.0228	-0.00308	0.0282	0.152	0001538217	0001495231	0001615780
4	remainder_Assets	-0.311	-0.106	-0.0236	0.254	0.447	0000829323	0000934796	0001538217
5	LiabilitiesCurrent	-0.0629	-0.0540	0.0639	0.508	0.536	0001615780	0001375796	0000875355
6	LiabilitiesNonCurrent	-0.864	-0.698	0.00859	0.201	0.237	0001527190	0001648365	0001133311
7	remainder_Liabilities	-0.227	-0.0169	0.00204	0.0516	0.110	0001460329	0001648365	0000829323
8	CostOfGoodsAndServicesSold	-0.660	-0.608	0.0127	0.218	0.309	0000875355	0001527190	0001133311
9	SellingAndMarketingExpense	-0.908	-0.317	0.0155	0.137	0.216	0001133311	0001648365	0000829323
10	GeneralAndAdministrativeExpense	-0.488	-0.322	0.00176	0.207	0.242	0001509477	0001377630	0000829323
11	remainder_Expenses	-0.451	-0.411	-0.00111	0.393	0.478	0001576427	0001516079	0000875355
12	remainder_Revenues	-0.713	-0.418	-0.000752	0.627	0.713	0001133311	0001588014	0001576427
13	remainder_NetIncome	-0.625	-0.0762	0.0208	0.207	0.944	0001516079	0001705110	0001133311
14	remainder_ComprehensiveNetIncome	-0.0190	-0.0154	-0.00272	0.0294	0.0579	0001490281	0001609139	0001509477

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.474	-0.222	0.00104	0.334	0.394	0001509477	0001377630	0001078099
1	Liabilities	-0.328	-0.216	0.0754	0.631	0.675	0001527190	0000934796	0001576427
2	Expenses	-0.619	-0.534	-0.00852	0.187	0.222	0001495231	0001084267	0001375796
3	Revenues	-0.713	-0.418	-0.000752	0.627	0.713	0001133311	0001588014	0001576427
4	StockholdersEquity	-0.403	-0.255	0.0618	0.643	0.896	0000934796	0001495231	0001705110
5	NetIncome	-0.386	-0.310	0.0926	0.576	0.679	0001516079	0001078099	0001576427
6	ComprehensiveNetIncome	-0.391	-0.233	0.0847	0.566	0.682	0001516079	0001078099	0001576427
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.636	-0.636	0.156	0.772	0.992	0001084267	0000876883	0001705110
9	EconomicCapitalRatio	-0.797	-0.796	-0.00415	0.612	0.832	0001084267	0000876883	0001705110

2018

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001663641
error	1 × IME and Company effects mismatched for Other Assets. IME Effects: 0.0, Company Effect: 0.00589	subcommand.report	0001084267
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	27 × The stock price does not exist	industry.us_generic	0001115128 0001375796 0001703625 0000934796 0001078099 0001084332 0001648365 0001725516 0001696195 0001334978 0001080034 0001091325 0000875355 0001083243 0001297336 0001419995 0001428397 0001372375 0001297965 0001329957 0001431880 0001415624 0001080627 0001475274 0001509477 0001591877 0001343465
warning	22 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0001375796 0001516079 0001527190 0001705110 0000934796 0001078099 0001615780 0000051644 0001080034 0001091325 0001428397 0001534298 0001372375 0001297965 0001329957 0001491778 0001415624 0001442376 0001475274 0001460329 0001559754
warning	12 × No stock price available	subcommand.plot	0001115128 0001375796 0001516079 0001527190 0001703625 0000934796 0001078099 0001084332 0001615780 0001648365 0001725516 0001588014
warning	4 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630 0001377630 0001377630
warning	2 × Missing logo	subcommand.report	0001516079 0001705110
warning	2 × Ignoring company because Assets is zero	pre-agg	0001703625 0001334978
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	51,082	7,218,724	972,717,800	13,726,900,000	0001703625	0000829323	0000029989
1	AssetsNonCurrent	0	0	143	701,393,600	910,900,000	0000934796	0001495231	0001377630
2	IntangibleAssets	0	0	23,155	1,042,890,400	9,767,100,000	0000875355	0001703625	0000029989
3	PropertyPlantAndEquipment	0	0	275,341	167,654,600	694,400,000	0001084332	0001495231	0000029989
4	remainder_Assets	-608,930,000	-33,600,000	9.80	90,425,800	120,900,000	0001576427	0001648365	0000029989
5	LiabilitiesCurrent	26,063	61,628	11,960,184	871,318,800	15,270,200,000	0001703625	0000934796	0000029989
6	LiabilitiesNonCurrent	0	0	16.8	974,977,200	1,120,500,000	0000029989	0001133311	0001377630
7	remainder_Liabilities	-10,770,000	-1,403,899	0	43,510,000	56,096,000	0001576427	0001377630	0000876883
8	CostOfGoodsAndServicesSold	0	0	1,046,758	1,327,058,400	12,437,300,000	0000934796	0001084267	0000029989
9	SellingAndMarketingExpense	0	0	79.2	386,525,000	541,469,000	0000029989	0001516079	0001705110
10	GeneralAndAdministrativeExpense	0	0	482,398	248,140,800	349,056,000	0000029989	0001343465	0000876883
11	remainder_Expenses	0	362	12,621,382	664,781,200	1,478,500,000	0001588014	0001133311	0000029989
12	remainder_Revenues	0	0	20,136,477	2,502,173,200	15,290,200,000	0000934796	0001495231	0000029989
13	remainder_NetIncome	-101,000,000	-76,224,600	-221,680	19,421,246	66,100,000	0001377630	0001588014	0000029989
14	remainder_ComprehensiveNetIncome	-379,600,000	-15,159,000	0	0	3,332	0000029989	0001703625	0001648365

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	29,493	60,870	23,120,830	1,741,673,000	24,617,000,000	0001703625	0001538217	0000029989
1	Liabilities	26,063	143,292	11,960,184	1,588,008,800	15,270,200,000	0001703625	0000934796	0000029989
2	Expenses	906	177,951	25,526,607	2,428,790,400	13,915,800,000	0001516079	0001495231	0000029989
3	Revenues	0	0	20,136,477	2,502,173,200	15,290,200,000	0000934796	0001495231	0000029989
4	StockholdersEquity	-195,421,000	-120,040,000	1,429,339	1,351,230,400	9,346,800,000	0000876883	0001648365	0000029989
5	NetIncome	-111,948,000	-89,387,635	-482,051	97,391,600	1,440,500,000	0000876883	0001516079	0000029989
6	ComprehensiveNetIncome	-117,059,000	-89,387,635	-773,926	90,077,600	1,060,900,000	0000876883	0001648365	0000029989
7	BaseVar	62,706	545,154	43,985,678	3,804,976,700	34,769,450,000	0001703625	0001084267	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-5.69	-2.87	-0.00422	1.18	1.32	0001084267	0001495231	0001705110
9	EconomicCapitalRatio	0.0000589	0.0803	0.739	1.67	1.77	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	-0.324	-0.240	-0.0257	0.278	1.05	0000829323	0001078099	0001648365
1	AssetsNonCurrent	-0.0887	-0.0845	-0.0358	0.164	0.195	0001133311	0001460329	0001377630
2	IntangibleAssets	-0.175	-0.113	-0.0519	0.216	0.266	0001133311	0001725516	0001703625
3	PropertyPlantAndEquipment	-0.0468	-0.0405	-0.0140	0.0974	0.370	0001495231	0001115128	0001703625
4	remainder_Assets	-0.383	-0.198	-0.00639	0.0933	0.287	0000829323	0001725516	0001609139
5	LiabilitiesCurrent	-0.204	-0.0679	0.114	0.487	0.534	0001375796	0001084332	0000875355
6	LiabilitiesNonCurrent	-0.896	-0.530	0.00649	0.185	0.239	0001527190	0001490281	0001133311
7	remainder_Liabilities	-0.167	-0.00484	0.00399	0.109	0.120	0001460329	0001392694	0001133311
8	CostOfGoodsAndServicesSold	-0.936	-0.589	0.0160	0.194	0.249	0001588014	0001516079	0001460329
9	SellingAndMarketingExpense	-1.00	-0.252	0.0120	0.0885	0.117	0001133311	0001588014	0000829323
10	GeneralAndAdministrativeExpense	-0.631	-0.418	0.0148	0.195	0.218	0001703625	0001516079	0001538217
11	remainder_Expenses	-0.908	-0.456	0.0218	0.286	0.436	0000829323	0001516079	0001133311
12	remainder_Revenues	-0.395	-0.208	0.0128	0.668	0.743	0001648365	0001495231	0000875355
13	remainder_NetIncome	-0.580	-0.335	0.0533	0.648	0.977	0001084267	0001703625	0001538217
14	remainder_ComprehensiveNetIncome	-0.0142	-0.0102	0.000354	0.00345	0.00474	0000029989	0000934796	0001648365

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.376	-0.337	-0.00214	0.282	0.597	0001588014	0001703625	0001648365
1	Liabilities	-0.324	-0.122	0.0876	0.615	0.681	0001527190	0001588014	0000875355
2	Expenses	-0.868	-0.682	-0.0176	0.165	0.210	0000829323	0001725516	0001375796
3	Revenues	-0.395	-0.208	0.0128	0.668	0.743	0001648365	0001495231	0000875355
4	StockholdersEquity	-0.413	-0.390	0.0461	0.733	0.989	0001539850	0001703625	0001705110
5	NetIncome	-0.848	-0.409	0.124	0.791	0.936	0001084267	0001588014	0001725516
6	ComprehensiveNetIncome	-0.844	-0.406	0.125	0.794	0.937	0001084267	0001588014	0001725516
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001460329	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.694	-0.614	0.0454	0.976	1.07	0001084267	0001495231	0001705110
9	EconomicCapitalRatio	-0.848	-0.767	-0.108	0.822	0.917	0001084267	0001495231	0001705110

2019

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001663641
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	27 × The stock price does not exist	industry.us_generic	0001115128 0001375796 0001648365 0000934796 0001078099 0001334978 0001696195 0001703625 0001725516 0001080034 0001091325 0000875355 0001083243 0001297336 0001419995 0001428397 0001372375 0001084332 0001297965 0001329957 0001431880 0001415624 0001080627 0001475274 0001509477 0001591877 0001343465
warning	23 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001375796 0001705110 0000934796 0001078099 0001615780 0001552358 0001080034 0001091325 0001428397 0001534298 0001372375 0001527190 0001297965 0001329957 0001491778 0001415624 0001442376 0001475274 0001460329 0001516079 0001559754
warning	10 × No stock price available	subcommand.plot	0001115128 0001375796 0001648365 0000934796 0001078099 0001615780 0001696195 0001725516 0001752372 0001588014
warning	3 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630 0001377630
warning	3 × Ignoring company because Assets is zero	pre-agg	0001334978 0001703625 0001552358
warning	2 × Missing logo	subcommand.report	0001705110 0001752372
warning	1 × equityII differs from equityI	pre-agg	0001588014
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	19.0	55,726	12,044,589	6,439,628,300	14,584,700,000	0001696195	0001495231	0000029989
1	AssetsNonCurrent	0	0	350,205	768,946,100	875,700,000	0000934796	0001648365	0001377630
2	IntangibleAssets	0	0	8,888,710	5,609,248,400	11,177,000,000	0000934796	0001133311	0000029989
3	PropertyPlantAndEquipment	0	0	649,396	522,628,300	778,100,000	0001539850	0001343465	0000051644
4	remainder_Assets	-740,191,000	-37,073,800	9.10	96,534,300	184,966,000	0001576427	0001538217	0001490281
5	LiabilitiesCurrent	5,022	302,436	12,761,587	6,840,744,100	15,980,900,000	0001696195	0000934796	0000029989
6	LiabilitiesNonCurrent	0	0	700,398	1,130,703,100	5,341,200,000	0000029989	0000875355	0000051644
7	remainder_Liabilities	-9,272,000	-1,413,440	0	27,067,300	44,098,000	0001576427	0001375796	0001460329
8	CostOfGoodsAndServicesSold	0	0	8,530,109	6,504,854,100	12,194,000,000	0000934796	0001495231	0000029989
9	SellingAndMarketingExpense	0	0	104,928	364,640,400	733,223,000	0000029989	0001725516	0001705110
10	GeneralAndAdministrativeExpense	0	0	848,395	342,274,600	1,564,100,000	0000029989	0001752372	0000051644
11	remainder_Expenses	-953,100,000	29,322	13,102,269	664,301,900	1,386,100,000	0000051644	0001375796	0000029989
12	remainder_Revenues	0	3,105	25,835,975	7,833,364,800	14,953,700,000	0000934796	0001392694	0000029989
13	remainder_NetIncome	-207,300,000	-96,432,300	0	6,123,900	62,300,000	0000051644	0001725516	0000029989
14	remainder_ComprehensiveNetIncome	-43,600,000	-20,486,300	0	22,087	762,000	0000029989	0001696195	0001133311

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	19.0	118,110	23,961,902	13,002,813,300	26,783,400,000	0001696195	0001495231	0000029989
1	Liabilities	5,022	334,264	14,694,993	10,927,692,400	15,980,900,000	0001696195	0001392694	0000029989
2	Expenses	47,591	393,216	33,603,056	7,192,033,400	13,580,100,000	0001696195	0001392694	0000029989
3	Revenues	0	3,105	25,835,975	7,833,364,800	14,953,700,000	0000934796	0001392694	0000029989
4	StockholdersEquity	-142,416,000	-88,632,832	11,795,851	2,605,207,100	10,802,500,000	0000876883	0000875355	0000029989
5	NetIncome	-73,700,000	-41,936,503	-893,587	500,520,700	1,435,900,000	0001377630	0000934796	0000029989
6	ComprehensiveNetIncome	-73,700,000	-41,958,103	-1,051,281	492,875,900	1,392,300,000	0001377630	0001648365	0000029989
7	BaseVar	31,491	674,710	44,099,833	19,386,275,200	35,702,000,000	0001696195	0001084267	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-16.3	-2.53	0.153	0.944	1.28	0001696195	0001375796	0001705110
9	EconomicCapitalRatio	0.000000000000000000000000000000000142	0.143	0.887	1.51	1.74	0001696195	0001375796	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	-0.257	-0.153	-0.00704	0.276	0.354	0000829323	0001705110	0000875355
1	AssetsNonCurrent	-0.0711	-0.0611	-0.0261	0.155	0.224	0000829323	0001460329	0001576427
2	IntangibleAssets	-0.197	-0.171	-0.0180	0.172	0.556	0000875355	0001588014	0001538217
3	PropertyPlantAndEquipment	-0.0315	-0.0249	-0.00724	0.0235	0.176	0001725516	0001078099	0001615780
4	remainder_Assets	-0.152	-0.103	-0.0111	0.0643	0.161	0001576427	0001538217	0001343465
5	LiabilitiesCurrent	-0.221	-0.0934	0.0309	0.482	0.770	0001375796	0000051644	0001588014
6	LiabilitiesNonCurrent	-0.736	-0.297	0.00225	0.195	0.212	0001377630	0001725516	0001588014
7	remainder_Liabilities	-0.231	-0.0898	0.00697	0.116	0.158	0001343465	0001538217	0000829323
8	CostOfGoodsAndServicesSold	-0.724	-0.384	0.000508	0.270	0.606	0000875355	0001084267	0001588014
9	SellingAndMarketingExpense	-0.784	-0.309	0.00607	0.109	0.207	0001133311	0000876883	0000829323
10	GeneralAndAdministrativeExpense	-0.529	-0.217	0.0200	0.187	0.214	0001588014	0001460329	0000829323
11	remainder_Expenses	-0.794	-0.552	0.0365	0.302	0.409	0000829323	0000876883	0001133311
12	remainder_Revenues	-0.192	-0.168	0.0110	0.577	0.938	0001375796	0000051644	0001588014
13	remainder_NetIncome	-0.623	-0.00509	0.0282	0.151	0.207	0001084267	0000051644	0000829323
14	remainder_ComprehensiveNetIncome	-0.00593	-0.00371	-0.000263	0.00255	0.0135	0001576427	0001705110	0001133311

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.279	-0.221	0.00244	0.176	0.237	0000829323	0000876883	0000029989
1	Liabilities	-0.179	-0.146	0.0415	0.609	0.778	0001375796	0001538217	0001588014
2	Expenses	-0.563	-0.526	0.0130	0.176	0.267	0000829323	0001084267	0000029989
3	Revenues	-0.192	-0.168	0.0110	0.577	0.938	0001375796	0000051644	0001588014
4	StockholdersEquity	-0.409	-0.303	0.149	0.676	0.943	0000934796	0001375796	0001705110
5	NetIncome	-0.675	-0.334	0.0505	0.512	0.799	0001084267	0001495231	0001588014
6	ComprehensiveNetIncome	-0.675	-0.334	0.0501	0.507	0.799	0001084267	0001495231	0001588014
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.617	-0.474	0.270	0.897	1.12	0001696195	0001375796	0001705110
9	EconomicCapitalRatio	-0.850	-0.708	0.0370	0.663	0.888	0001696195	0001375796	0001705110

2020

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	29 × The stock price does not exist	industry.us_generic	0001115128 0001334978 0001648365 0000934796 0001552358 0001725516 0000875355 0001579717 0001080034 0001091325 0001078099 0001083243 0001297336 0001419995 0001428397 0001372375 0001084332 0001297965 0001329957 0001431880 0001375796 0001415624 0001080627 0001475274 0001509477 0001591877 0001343465 0001703625 0001696195
warning	24 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0000934796 0001552358 0001615780 0001705110 0001463833 0001080034 0001091325 0001078099 0001428397 0001534298 0001372375 0001527190 0001297965 0001329957 0001491778 0001375796 0001415624 0001442376 0001475274 0001460329 0001516079 0001559754
warning	6 × Ignoring company because Assets is zero	pre-agg	0001334978 0001552358 0001552358 0001552358 0001552358 0001703625
warning	5 × No stock price available	subcommand.plot	0001115128 0001648365 0000934796 0001615780 0001725516
warning	4 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630 0001377630 0001377630
warning	2 × Missing logo	subcommand.report	0001705110 0001752372
warning	1 × equityII differs from equityI	pre-agg	0001588014
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	4,124	44,777	13,795,068	6,154,464,000	15,590,100,000	0001725516	0000875355	0000029989
1	AssetsNonCurrent	0	0	21,000	745,993,600	788,860,000	0000934796	0000829323	0001576427
2	IntangibleAssets	0	0	4,524,627	5,739,672,000	11,131,600,000	0000934796	0001495231	0000029989
3	PropertyPlantAndEquipment	0	0	239,284	426,922,000	690,300,000	0001334978	0001392694	0000051644
4	remainder_Assets	-709,066,000	-16,543,328	168,985	105,051,600	199,877,000	0001576427	0001615780	0001334978
5	LiabilitiesCurrent	125,080	307,459	12,470,483	6,326,890,000	15,525,100,000	0001725516	0001495231	0000029989
6	LiabilitiesNonCurrent	0	0	1,163,575	3,724,116,800	7,091,400,000	0000029989	0000829323	0001334978
7	remainder_Liabilities	-5,297,000	-347,600	0	25,973,000	33,283,000	0001576427	0001334978	0001460329
8	CostOfGoodsAndServicesSold	0	0	4,370,835	5,124,668,400	10,989,200,000	0000934796	0001084267	0000029989
9	SellingAndMarketingExpense	0	0	0	303,373,400	762,590,000	0000029989	0001752372	0001705110
10	GeneralAndAdministrativeExpense	0	0	634,975	361,083,600	1,367,900,000	0000029989	0001346655	0000051644
11	remainder_Expenses	-596,700,000	-61,740	5,970,780	1,028,901,600	2,502,889,000	0000051644	0001495231	0001334978
12	remainder_Revenues	0	2,038	18,403,224	6,265,646,800	13,171,100,000	0000934796	0001495231	0000029989
13	remainder_NetIncome	-226,200,000	-33,565,400	0	39,033,000	157,800,000	0000051644	0001460329	0001377630
14	remainder_ComprehensiveNetIncome	-91,700,000	-28,540,200	0	28,528,800	56,132,000	0000029989	0001725516	0001576427

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	4,124	213,467	35,192,299	13,127,729,200	27,647,200,000	0001725516	0000829323	0000029989
1	Liabilities	125,080	349,779	15,109,967	12,418,570,000	15,525,100,000	0001725516	0001343465	0000029989
2	Expenses	153,429	512,357	28,630,809	6,089,515,600	12,175,800,000	0001725516	0001495231	0000029989
3	Revenues	0	2,038	18,403,224	6,265,646,800	13,171,100,000	0000934796	0001495231	0000029989
4	StockholdersEquity	-2,782,602,000	-336,503,800	1,555,248	2,676,001,600	12,122,100,000	0001334978	0001588014	0000029989
5	NetIncome	-600,226,000	-254,586,800	-1,194,486	272,208,400	1,020,800,000	0001334978	0001648365	0000029989
6	ComprehensiveNetIncome	-598,954,000	-283,127,000	-1,050,753	300,228,400	929,100,000	0001334978	0001648365	0000029989
7	BaseVar	183,222	1,013,511	52,367,377	18,998,864,400	34,318,200,000	0001725516	0001495231	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-2.54	-1.57	-0.0216	0.832	1.28	0001725516	0001346655	0001705110
9	EconomicCapitalRatio	0.113	0.361	0.739	1.44	1.74	0001725516	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	-0.342	-0.229	-0.0127	0.208	0.472	0001392694	0001377630	0001495231
1	AssetsNonCurrent	-0.111	-0.0631	-0.0237	0.198	0.216	0001392694	0001460329	0001377630
2	IntangibleAssets	-0.215	-0.182	-0.0160	0.185	0.207	0000875355	0001377630	0001556739
3	PropertyPlantAndEquipment	-0.0799	-0.0496	-0.00613	0.0312	0.238	0001392694	0001334978	0001588014
4	remainder_Assets	-0.137	-0.122	-0.0254	0.238	0.703	0001576427	0001752372	0001703625
5	LiabilitiesCurrent	-1.11	-0.278	0.0202	0.514	0.559	0000934796	0000876883	0001588014
6	LiabilitiesNonCurrent	-0.661	-0.453	0.00523	0.242	0.349	0001377630	0001648365	0001588014
7	remainder_Liabilities	-0.0960	-0.0737	0.00375	0.0768	0.0943	0001343465	0001334978	0001588014
8	CostOfGoodsAndServicesSold	-1.60	-0.610	0.0124	0.254	0.548	0001392694	0001133311	0001588014
9	SellingAndMarketingExpense	-0.337	-0.139	0.00995	0.0857	0.100	0001705110	0000934796	0000829323
10	GeneralAndAdministrativeExpense	-0.732	-0.539	0.0176	0.175	0.305	0001088638	0001343465	0000829323
11	remainder_Expenses	-0.917	-0.607	0.0394	0.243	0.536	0000829323	0000934796	0001088638
12	remainder_Revenues	-0.478	-0.375	0.00983	0.565	0.681	0001346655	0000876883	0001588014
13	remainder_NetIncome	-0.191	-0.132	-0.0535	0.103	0.387	0001084267	0001705110	0000934796
14	remainder_ComprehensiveNetIncome	-0.0154	-0.00485	-0.00204	0.0175	0.0489	0001752372	0001705110	0001648365

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.539	-0.416	-0.00521	0.296	0.382	0001392694	0001490281	0001495231
1	Liabilities	-0.872	-0.0937	0.00953	0.582	0.645	0000934796	0001490281	0001705110
2	Expenses	-0.899	-0.556	-0.00598	0.205	0.224	0001392694	0001490281	0001539850
3	Revenues	-0.478	-0.375	0.00983	0.565	0.681	0001346655	0000876883	0001588014
4	StockholdersEquity	-0.996	-0.381	0.0575	0.614	0.970	0000934796	0001538217	0001705110
5	NetIncome	-0.769	-0.351	0.0130	0.380	0.414	0001703625	0001334978	0000934796
6	ComprehensiveNetIncome	-0.771	-0.352	0.0118	0.376	0.413	0001703625	0000876883	0000934796
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.620	-0.372	0.00555	0.703	1.00	0001725516	0001346655	0001705110
9	EconomicCapitalRatio	-0.753	-0.505	-0.127	0.570	0.870	0001725516	0001346655	0001705110

2021

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001822372
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	29 × The stock price does not exist	industry.us_generic	0000875355 0001115128 0001334978 0001648365 0001552358 0001579717 0001725516 0000934796 0001696195 0001080034 0001091325 0001078099 0001083243 0001297336 0001419995 0001428397 0001372375 0001084332 0001297965 0001329957 0001431880 0001375796 0001415624 0001080627 0001475274 0001509477 0001591877 0001343465 0001703625
warning	24 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001463833 0001552358 0001615780 0001705110 0000934796 0001080034 0001091325 0001078099 0001428397 0001534298 0001372375 0001527190 0001297965 0001329957 0001491778 0001375796 0001415624 0001442376 0001475274 0001460329 0001516079 0001559754
warning	6 × No stock price available	subcommand.plot	0001115128 0001463833 0001648365 0001579717 0001615780 0001840102
warning	6 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630 0001377630 0001377630 0001377630 0001377630
warning	5 × Ignoring company because Assets is zero	pre-agg	0001334978 0001552358 0001552358 0001552358 0001703625
warning	2 × Missing logo	subcommand.report	0001705110 0001752372
warning	1 × equityII differs from equityI	pre-agg	0001588014
warning	1 × No LiabilitiesAndStockholdersEquity node found	input.sec.calculation_linkbase.edgar_model_mapping	0001822372
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	129,878	25,715,682	7,049,972,156	15,909,500,000	0001579717	0001463833	0000029989
1	AssetsNonCurrent	0	0	35,861	712,950,650	800,897,041	0000875355	0001538217	0001648365
2	IntangibleAssets	0	0	2,957,876	5,480,208,700	11,239,500,000	0001343465	0001495231	0000029989
3	PropertyPlantAndEquipment	0	0	274,149	472,382,952	992,100,000	0001334978	0001463833	0000029989
4	remainder_Assets	-672,544,000	-133,573,171	62,480	167,691,250	230,444,000	0001576427	0001539850	0001490281
5	LiabilitiesCurrent	94,934	126,966	13,363,663	6,636,385,350	16,226,200,000	0001840102	0001495231	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	22,764,645	144,423,000	0001556739	0001133311	0000876883
8	CostOfGoodsAndServicesSold	0	0	12,933,765	5,213,338,000	11,499,700,000	0001334978	0001495231	0000029989
9	SellingAndMarketingExpense	0	0	0	343,324,350	883,643,000	0000029989	0000876883	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	10,323,005	959,899,078	2,573,870,000	0000051644	0001392694	0001334978
12	remainder_Revenues	0	7,121	41,796,838	6,646,790,750	14,289,400,000	0001579717	0001392694	0000029989
13	remainder_NetIncome	-211,600,000	-73,773,450	10,142	28,095,000	92,680,000	0000051644	0001703625	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	28,934	260,865	43,837,468	13,334,769,750	28,421,800,000	0001579717	0000829323	0000029989
1	Liabilities	105,920	420,395	15,959,470	12,746,406,250	16,304,400,000	0001703625	0001495231	0000051644
2	Expenses	57,664	443,908	49,127,814	6,139,206,500	12,816,600,000	0001579717	0001392694	0000029989
3	Revenues	0	7,121	41,796,838	6,646,790,750	14,289,400,000	0001579717	0001392694	0000029989
4	StockholdersEquity	-3,193,970,000	-212,222,540	3,373,200	2,762,774,400	12,195,600,000	0001334978	0001392694	0000029989
5	NetIncome	-433,120,000	-155,323,697	-1,449,388	596,981,150	1,507,600,000	0001334978	0001703625	0000029989
6	ComprehensiveNetIncome	-426,245,000	-179,104,025	-1,449,388	566,175,700	1,369,300,000	0001334978	0001703625	0000029989
7	BaseVar	332,496	1,126,718	83,926,949	19,543,809,975	35,963,550,000	0001579717	0001495231	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-4.70	-2.36	0.234	1.24	2.99	0001084267	0001490281	0001579717
9	EconomicCapitalRatio	0.00117	0.185	0.961	1.71	3.04	0001084267	0001490281	0001579717

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	-0.184	-0.124	-0.0112	0.375	0.504	0001343465	0001084267	0001495231
1	AssetsNonCurrent	-0.0780	-0.0633	-0.0393	0.183	0.598	0001133311	0000029989	0001703625
2	IntangibleAssets	-0.181	-0.135	-0.0140	0.238	0.278	0000875355	0001752372	0001556739
3	PropertyPlantAndEquipment	-0.0222	-0.0186	-0.000567	0.0471	0.107	0001133311	0001115128	0001588014
4	remainder_Assets	-0.204	-0.0993	-0.00381	0.0415	0.127	0001579717	0001088638	0001490281
5	LiabilitiesCurrent	-2.02	-1.05	0.0253	0.491	0.534	0001343465	0001377630	0001088638
6	LiabilitiesNonCurrent	-0.642	-0.403	0.0219	0.286	0.650	0001377630	0001538217	0001579717
7	remainder_Liabilities	-0.111	-0.00268	0.0291	0.0789	0.175	0001460329	0000051644	0001579717
8	CostOfGoodsAndServicesSold	-0.963	-0.775	0.0194	0.259	0.594	0001392694	0001133311	0001579717
9	SellingAndMarketingExpense	-0.679	-0.314	0.0199	0.139	0.198	0000829323	0001615780	0001579717
10	GeneralAndAdministrativeExpense	-0.728	-0.231	0.0210	0.194	0.244	0001088638	0001334978	0000829323
11	remainder_Expenses	-0.726	-0.284	0.0415	0.347	0.394	0001703625	0000875355	0001588014
12	remainder_Revenues	-1.35	-0.498	0.00423	0.601	0.911	0001579717	0000029989	0001588014
13	remainder_NetIncome	-0.636	-0.205	-0.0393	0.582	2.67	0001538217	0001133311	0001579717
14	remainder_ComprehensiveNetIncome	-0.0264	-0.0104	0.00101	0.00560	0.00602	0001576427	0001538217	0001463833

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.290	-0.281	0.0160	0.295	0.542	0001840102	0001133311	0001579717
1	Liabilities	-1.09	-0.214	0.0259	0.686	0.784	0001343465	0001615780	0001588014
2	Expenses	-0.680	-0.509	0.00477	0.319	0.977	0000875355	0001752372	0001579717
3	Revenues	-1.35	-0.498	0.00423	0.601	0.911	0001579717	0000029989	0001588014
4	StockholdersEquity	-1.23	-0.720	0.0946	0.696	0.811	0001579717	0001648365	0001705110
5	NetIncome	-0.850	-0.696	0.0542	0.666	2.61	0001703625	0001752372	0001579717
6	ComprehensiveNetIncome	-0.848	-0.692	0.0526	0.668	2.61	0001703625	0001752372	0001579717
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.738	-0.555	0.222	0.971	2.31	0001084267	0001490281	0001579717
9	EconomicCapitalRatio	-1.03	-0.845	-0.0678	0.681	2.02	0001084267	0001490281	0001579717

2022

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001627469
error	1 × IME and Company effects mismatched for Other Liabilities. IME Effects: 0.0, Company Effect: 0.00554	subcommand.report	0001840102
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	29 × The stock price does not exist	industry.us_generic	0001115128 0001334978 0000934796 0001696195 0001725516 0001080034 0001091325 0000875355 0001078099 0001083243 0001297336 0001419995 0001428397 0001372375 0001084332 0001297965 0001329957 0001431880 0001375796 0001415624 0001080627 0001475274 0001509477 0001591877 0001343465 0001648365 0001703625 0001552358 0001579717
warning	24 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001463833 0000934796 0001615780 0001705110 0001080034 0001091325 0001078099 0001428397 0001534298 0001372375 0001527190 0001297965 0001329957 0001491778 0001375796 0001415624 0001442376 0001475274 0001460329 0001516079 0001559754 0001552358
warning	7 × No stock price available	subcommand.plot	0001115128 0001463833 0000934796 0001615780 0001696195 0001725516 0001840102
warning	7 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630 0001377630 0001377630 0001377630 0001377630 0001377630
warning	4 × Ignoring company because Assets is zero	pre-agg	0001334978 0001703625 0001552358 0001552358
warning	2 × Missing logo	subcommand.report	0001752372 0001705110
warning	1 × equityII differs from equityI	pre-agg	0001588014
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	-5.71	-2.55	0.208	1.13	1.44	0001840102	0000876883	0000875355
9	EconomicCapitalRatio	0.0000554	0.154	0.937	1.64	1.84	0001840102	0000876883	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	-0.235	-0.182	-0.0184	0.183	0.353	0001084267	0001615780	0001346655
1	AssetsNonCurrent	-0.109	-0.0759	-0.0173	0.164	0.356	0001392694	0001615780	0001576427
2	IntangibleAssets	-0.325	-0.142	-0.0113	0.189	0.443	0001392694	0000875355	0001539850
3	PropertyPlantAndEquipment	-0.0840	-0.0402	-0.00824	0.0963	0.531	0001392694	0000051644	0001588014
4	remainder_Assets	-0.224	-0.204	-0.0441	0.108	1.36	0001576427	0001556739	0001696195
5	LiabilitiesCurrent	-0.116	-0.1000	0.101	0.524	0.589	0001377630	0000875355	0001463833
6	LiabilitiesNonCurrent	-0.495	-0.243	0.00911	0.239	0.262	0001334978	0001377630	0001705110
7	remainder_Liabilities	-0.121	-0.0120	0.0203	0.0538	0.0622	0001696195	0000051644	0001392694
8	CostOfGoodsAndServicesSold	-1.86	-0.612	-0.00329	0.176	0.222	0001392694	0001840102	0000875355
9	SellingAndMarketingExpense	-0.931	-0.410	0.0199	0.117	0.127	0000829323	0001615780	0001463833
10	GeneralAndAdministrativeExpense	-0.684	-0.323	0.0380	0.205	0.345	0001084267	0001334978	0001463833
11	remainder_Expenses	-0.569	-0.302	0.0317	0.217	0.237	0001463833	0001576427	0001346655
12	remainder_Revenues	-0.450	-0.230	0.0317	0.578	0.753	0000875355	0000029989	0001463833
13	remainder_NetIncome	-0.117	-0.0887	-0.0141	0.0436	0.746	0001725516	0001556739	0000875355
14	remainder_ComprehensiveNetIncome	-0.0243	-0.0152	-0.00101	0.000421	0.0325	0001576427	0001725516	0001752372

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.547	-0.420	-0.0161	0.259	0.466	0001392694	0001490281	0001696195
1	Liabilities	-0.128	-0.0859	0.106	0.665	0.785	0001615780	0001460329	0001463833
2	Expenses	-1.01	-0.967	0.0115	0.268	0.336	0001392694	0001133311	0000875355
3	Revenues	-0.450	-0.230	0.0317	0.578	0.753	0000875355	0000029989	0001463833
4	StockholdersEquity	-0.383	-0.356	0.127	0.809	0.924	0000934796	0001725516	0001696195
5	NetIncome	-0.642	-0.329	0.0729	0.295	0.631	0001084267	0001495231	0000875355
6	ComprehensiveNetIncome	-0.643	-0.318	0.0666	0.291	0.630	0001084267	0001495231	0000875355
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001377630	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.730	-0.576	0.207	0.910	1.11	0001840102	0000876883	0000875355
9	EconomicCapitalRatio	-0.944	-0.790	-0.00624	0.696	0.898	0001840102	0000876883	0000875355

2023

Logs

error	2 × Negative Expenses, ignoring company.	pre-agg	0000875355 0001591877
error	1 × No matching role found	input.sec.calculation_linkbase.expand_agg	0001627469
error	1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company.	pre-agg	0001343465
warning	29 × The stock price does not exist	industry.us_generic	0001334978 0001696195 0001080034 0001091325 0000875355 0000934796 0001078099 0001083243 0001297336 0001419995 0001428397 0001372375 0001084332 0001297965 0001329957 0001431880 0001375796 0001415624 0001080627 0001475274 0001115128 0001509477 0001591877 0001343465 0001648365 0001703625 0001725516 0001552358 0001579717
warning	25 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0000029989 0000051644 0001872525 0001705110 0001080034 0001091325 0000934796 0001078099 0001428397 0001534298 0001372375 0001527190 0001297965 0001329957 0001491778 0001375796 0001415624 0001442376 0001475274 0001460329 0001516079 0001559754 0001615780 0001552358 0001463833
warning	6 × Large missing amount for aggregate "Expenses" added to remainder.	industry.us_generic	0001377630 0001377630 0001377630 0001377630 0001377630 0001377630
warning	4 × Missing logo	subcommand.report	0001752372 0001872525 0001705110 0001847064
warning	4 × Ignoring company because Assets is zero	pre-agg	0001334978 0001703625 0001552358 0001552358
warning	1 × equityII differs from equityI	pre-agg	0001588014
warning	1 × No stock price available	subcommand.plot	0001696195
warning	1 × Large missing amount for aggregate "Liabilities" added to remainder.	industry.us_generic	0001847064
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	-2.26	-1.72	0.318	1.49	2.77	0001847064	0001133311	0001377630
9	EconomicCapitalRatio	0.168	0.312	1.04	1.88	2.85	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	-0.325	-0.195	-0.0163	0.238	0.965	0000829323	0001490281	0000875355
1	AssetsNonCurrent	-1.42	-0.0937	-0.0183	0.0424	0.306	0001377630	0001696195	0001576427
2	IntangibleAssets	-0.167	-0.0932	0.00204	0.166	0.204	0001346655	0001490281	0000876883
3	PropertyPlantAndEquipment	-0.0354	-0.0294	-0.00864	0.0117	0.560	0001346655	0001539850	0001588014
4	remainder_Assets	-0.203	-0.171	-0.0293	0.230	1.06	0001576427	0001088638	0001696195
5	LiabilitiesCurrent	-0.311	-0.226	0.0342	0.601	0.661	0000029989	0001460329	0001377630
6	LiabilitiesNonCurrent	-0.580	-0.243	0.0451	0.203	0.376	0001334978	0001133311	0001392694
7	remainder_Liabilities	-0.378	-0.0163	0.0361	0.126	0.147	0001696195	0000029989	0001392694
8	CostOfGoodsAndServicesSold	-2.16	-0.796	-0.00453	0.284	0.447	0001392694	0001556739	0001377630
9	SellingAndMarketingExpense	-0.442	-0.358	0.0449	0.127	0.217	0001133311	0000875355	0001392694
10	GeneralAndAdministrativeExpense	-0.367	-0.168	0.0325	0.182	0.499	0001084267	0000876883	0001392694
11	remainder_Expenses	-1.46	-0.353	0.0542	0.348	0.406	0000829323	0001084267	0001872525
12	remainder_Revenues	-0.606	-0.400	0.00557	0.553	1.37	0001377630	0000876883	0001392694
13	remainder_NetIncome	-0.152	-0.125	-0.0300	0.00999	1.46	0001084267	0001696195	0001377630
14	remainder_ComprehensiveNetIncome	-0.00542	-0.00332	-0.00129	0.00540	0.00749	0001392694	0000029989	0001752372

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.456	-0.410	-0.0151	0.443	0.607	0000829323	0001334978	0000875355
1	Liabilities	-0.296	-0.273	0.00557	0.713	0.963	0001334978	0001576427	0001392694
2	Expenses	-0.813	-0.748	0.00820	0.289	0.613	0000829323	0001490281	0001377630
3	Revenues	-0.606	-0.400	0.00557	0.553	1.37	0001377630	0000876883	0001392694
4	StockholdersEquity	-0.428	-0.271	-0.0211	0.565	0.628	0001752372	0001539850	0000875355
5	NetIncome	-0.658	-0.596	0.114	0.933	1.54	0001847064	0001705110	0001377630
6	ComprehensiveNetIncome	-0.662	-0.599	0.112	0.926	1.54	0001847064	0001705110	0001377630
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001377630	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.782	-0.638	0.0849	0.930	1.90	0001847064	0001133311	0001377630
9	EconomicCapitalRatio	-0.932	-0.788	-0.0650	0.780	1.75	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	0001847064 0001872525 0001705110
warning	1 × The EntityCommonStockSharesOutstanding does not exist	industry.us_generic	0001872525
warning	1 × No stock price available	subcommand.plot	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	-2.08	-1.36	0.179	0.645	1.25	0001392694	0000829323	0001705110
9	EconomicCapitalRatio	0.209	0.434	0.911	1.29	1.72	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	-0.274	-0.266	-0.0134	0.193	0.509	0000829323	0001705110	0001495231
1	AssetsNonCurrent	-0.0611	-0.0553	-0.00957	0.0501	0.340	0001392694	0001847064	0001576427
2	IntangibleAssets	-0.363	-0.356	-0.0307	0.180	0.232	0001392694	0001556739	0001539850
3	PropertyPlantAndEquipment	-0.0929	-0.0636	-0.0161	0.0658	0.442	0001392694	0001847064	0001588014
4	remainder_Assets	-0.173	-0.106	-0.00766	0.145	0.327	0001576427	0001539850	0001084267
5	LiabilitiesCurrent	-0.318	-0.222	0.000341	0.207	0.209	0000029989	0001334978	0001588014
6	LiabilitiesNonCurrent	-0.441	-0.343	0.0193	0.224	0.264	0001334978	0001847064	0001872525
7	remainder_Liabilities	-0.0777	-0.0673	0.0256	0.0618	0.0811	0001133311	0000051644	0000829323
8	CostOfGoodsAndServicesSold	-1.43	-1.07	0.0212	0.291	0.291	0001392694	0001490281	0001705110
9	SellingAndMarketingExpense	-0.384	-0.306	0.0349	0.178	0.182	0001133311	0001084267	0000829323
10	GeneralAndAdministrativeExpense	-0.497	-0.290	0.0199	0.200	0.244	0001084267	0001490281	0001576427
11	remainder_Expenses	-1.55	-0.469	0.104	0.287	0.446	0000829323	0001705110	0001872525
12	remainder_Revenues	-0.290	-0.205	0.0284	0.408	0.470	0001539850	0001588014	0001872525
13	remainder_NetIncome	-0.0474	-0.0284	0.00520	0.0387	0.0394	0001490281	0000051644	0001872525
14	remainder_ComprehensiveNetIncome	-0.0123	-0.0122	-0.000218	0.00858	0.0161	0001576427	0001392694	0001490281

	yvar	min	5%	median	95%	max	min_company	median_company	max_company
0	Assets	-0.518	-0.494	0.0261	0.182	0.203	0001392694	0001847064	0001495231
1	Liabilities	-0.333	-0.264	-0.0142	0.401	0.424	0001334978	0001847064	0001705110
2	Expenses	-1.17	-0.775	0.0203	0.227	0.310	0001392694	0001490281	0000029989
3	Revenues	-0.290	-0.205	0.0284	0.408	0.470	0001539850	0001588014	0001872525
4	StockholdersEquity	-0.326	-0.285	-0.0324	0.488	0.620	0001460329	0001847064	0001705110
5	NetIncome	-0.525	-0.463	0.148	0.311	0.313	0001392694	0000876883	0001576427
6	ComprehensiveNetIncome	-0.525	-0.463	0.148	0.301	0.309	0001392694	0000876883	0001133311
7	BaseVar	nan	nan	nan	nan	nan	0000029989	0001392694	0000029989
8	EconomicCapitalRatiobeforeLimitedLiability	-0.530	-0.305	0.172	0.554	0.977	0001392694	0000829323	0001705110
9	EconomicCapitalRatio	-0.713	-0.489	-0.0108	0.371	0.794	0001392694	0000829323	0001705110

Estimates

Parameter	Value	Min	Max
PresentValueFactor	1.0	1.0	15.0
BalanceFactor	0.78	0.5	5.0
OCIFactor	1.0	0.5	1.0
HiddenReservesFactor	0.0	0.0	1.0
LLPO_stddev	1.31	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	29.6000	1.0000	29.6000	nan	nan	nan
				2011	28.4200	1.0000	28.4200	275,874,000.0	7,840,339,080.00	0.4873
				2012	33.5300	1.0000	33.5300	264,180,600.0	8,857,975,518.00	0.5206
				2013	49.6900	1.0000	49.6900	257,360,875.0	12,788,261,878.75	0.7440
				2014	54.6700	1.0000	54.6700	248,179,673.0	13,567,982,722.91	0.8071
				2015	55.0600	1.0000	55.0600	242,255,205.0	13,338,571,587.30	0.7343
				2016	64.0700	1.0000	64.0700	235,880,835.0	15,112,885,098.45	0.8131
				2017	56.3600	1.0000	56.3600	230,532,661.0	12,992,820,773.96	0.6490
				2018	57.2500	1.0000	57.2500	224,105,675.0	12,830,049,893.75	0.6433
				2019	66.1900	1.0000	66.1900	217,732,035.0	14,411,683,396.65	0.6741
				2020	52.8300	1.0000	52.8300	214,973,478.0	11,357,048,842.74	0.5261
				2021	64.4700	1.0000	64.4700	212,558,522.0	13,703,647,913.34	0.6138
				2022	73.4700	1.0000	73.4700	203,916,128.0	14,981,717,924.16	0.7125
				2023	82.2100	1.0000	82.2100	197,934,170.0	16,272,168,115.70	0.7348
				2024	85.3200	1.0000	85.3200	195,093,092.0	16,645,342,609.44	0.7250
0000051644	Interpublic Group OF Companies INC	Interpu	IPG	2010	6.6600	1.0000	6.6600	nan	nan	nan
				2011	6.0600	1.0000	6.0600	461,172,626.0	2,794,706,113.56	0.2429
				2012	7.1900	1.0000	7.1900	431,388,142.0	3,101,680,740.98	0.2552
				2013	11.3900	1.0000	11.3900	416,241,739.0	4,740,993,407.21	0.4067
				2014	13.9500	1.0000	13.9500	418,229,032.0	5,834,294,996.40	0.5055
				2019	18.3900	1.0000	18.3900	387,732,100.0	7,130,393,319.00	0.4385
				2020	19.7700	1.0000	19.7700	390,034,693.0	7,710,985,880.61	0.4666
				2021	32.3400	1.0000	32.3400	393,755,260.0	12,734,045,108.40	0.7032
				2022	29.6500	1.0000	29.6500	385,107,739.0	11,418,444,461.35	0.6727
				2023	30.7300	1.0000	30.7300	383,004,131.0	11,769,716,945.63	0.6826
				2024	27.7900	1.0000	27.7900	372,508,618.0	10,352,014,494.22	0.6324
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
0000875355	Lendway INC	Lendway	LDWY	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
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
				2016	nan	nan	nan	nan	nan	nan
				2017	nan	nan	nan	8,041,995.0	nan	nan
				2018	nan	nan	nan	8,575,395.0	nan	nan
				2019	nan	nan	nan	8,774,263.0	nan	nan
				2020	nan	nan	nan	8,774,263.0	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
0001080627	V Media Corp	V Media	nan	2013	nan	nan	nan	27,590,701.0	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	6.7500	0.0670	0.4500	46,499,632.0	20,924,834.40	9.9811
				2014	5.2500	0.0670	0.3500	64,032,118.0	22,411,241.30	6.7141
				2015	2.4000	0.0670	0.1600	78,651,757.0	12,584,281.12	2.3490
				2016	0.6000	0.0670	0.0400	97,300,103.0	3,892,004.12	0.5594
				2017	0.3000	0.0670	0.0200	194,570,601.0	3,891,412.02	1.5106
				2018	2.1000	0.0670	0.1400	400,443,266.0	56,062,057.24	5.8755
				2019	1.2800	0.0670	0.0900	811,193,190.0	73,007,387.10	5.6588
				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
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	MMND	2014	4.0000	1.0000	4.0000	3,179,428.0	12,717,712.00	323.2152
				2020	0.5000	1.0000	0.5000	33,870,520.0	16,935,260.00	9.7948
				2021	0.0900	1.0000	0.0900	34,505,520.0	3,105,496.80	1.6692
				2023	0.1000	1.0000	0.1000	34,505,520.0	3,450,552.00	1.4979
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
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
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
0001297965	Inolife Technologies INC	Inolife	nan	2012	nan	nan	nan	5,549,281.0	nan	nan
0001297965	Inolife Technologies INC	Inolife	nan	2013	nan	nan	nan	nan	nan	nan
0001329957	OSL Holdings Inc	OSL Hol	nan	2012	nan	nan	nan	117,121,248.0	nan	nan
0001329957	OSL Holdings Inc	OSL Hol	nan	2014	nan	nan	nan	nan	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
0001343465	Sun Pacific Holding Corp	Sun Pac	SNPW	2015	734000.0000	1.0000	734000.0000	78,420,404.0	57,560,576,536,000.00	49241707.1508
				2016	4100.0000	1.0000	4100.0000	82,252,455.0	337,235,065,500.00	136692.1845
				2018	46.0000	1.0000	46.0000	62,506,697.0	2,875,308,062.00	1752.4769
				2019	12.0000	1.0000	12.0000	597,310,180.0	7,167,722,160.00	628.0513
				2020	8.0000	1.0000	8.0000	966,501,700.0	7,732,013,600.00	639.1194
				2021	48.0000	1.0000	48.0000	974,953,335.0	46,797,760,080.00	27075.5111
				2022	26.0000	1.0000	26.0000	974,953,335.0	25,348,786,710.00	14689.2519
0001346655	CMG Holdings Group INC	CMG Hol	CMGO	2014	0.0100	1.0000	0.0100	290,679,190.0	2,906,791.90	4.4065
				2015	0.0000	1.0000	0.0000	289,500,000.0	0.00	1.5687
				2020	0.0100	1.0000	0.0100	440,350,000.0	4,403,500.00	4.1185
				2021	0.0100	1.0000	0.0100	438,672,016.0	4,386,720.16	2.5694
				2022	0.0000	1.0000	0.0000	438,672,016.0	0.00	1.0839
				2023	0.0000	1.0000	0.0000	438,672,016.0	0.00	0.4689
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	52.2300	0.1000	5.2200	55,176,488.0	288,021,267.36	0.2901
				2012	64.3300	0.1000	6.4300	56,177,983.0	361,224,430.69	0.3655
				2013	94.8400	0.1000	9.4800	60,295,948.0	571,605,587.04	0.5015
				2015	85.6500	0.1000	8.5700	61,496,385.0	527,024,019.45	0.4501
				2016	86.3000	0.1000	8.6300	62,401,177.0	538,522,157.51	0.4691
				2017	45.7100	0.1000	4.5700	78,501,468.0	358,751,708.76	0.3124
				2018	46.8700	0.1000	4.6900	78,958,816.0	370,316,847.04	0.3119
				2019	58.1000	0.1000	5.8100	79,751,489.0	463,356,151.09	0.3892
				2020	33.1500	0.1000	3.3200	79,580,626.0	264,207,678.32	0.2585
				2021	25.6400	0.1000	2.5600	81,136,701.0	207,709,954.56	0.2061
				2022	2.7200	0.1000	0.2700	82,000,152.0	22,140,041.04	0.0218
				2023	4.0400	1.0000	4.0400	96,784,962.0	391,011,246.48	1.1156
0001392694	Surgepays Inc	Surgepa	SURG	2012	nan	0.0200	nan	21,554,945.0	nan	nan
				2013	nan	0.0200	nan	21,554,945.0	nan	nan
				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
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	2011	nan	nan	nan	42,070,700.0	nan	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
0001431880	Potash America INC	Potash	nan	2012	nan	nan	nan	148,665,000.0	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
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
0001463833	IDW Media Holdings INC	IDW Med	IDWM	2021	2.0000	1.0000	2.0000	nan	nan	nan
0001463833	IDW Media Holdings INC	IDW Med	IDWM	2022	0.9900	1.0000	0.9900	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
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	1.0000	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
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	2014	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
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	SRAX	2012	5.0000	0.2000	1.0000	3,912,129.0	3,912,129.00	13.4379
				2013	16.8500	0.2000	3.3700	19,891,794.0	67,035,345.78	28.4027
				2014	6.2500	0.2000	1.2500	26,079,749.0	32,599,686.25	1.2866
				2015	7.3800	0.2000	1.4800	27,250,229.0	40,330,338.92	1.5117
				2016	6.0100	1.0000	6.0100	6,941,077.0	41,715,872.77	1.8536
				2017	5.6700	1.0000	5.6700	8,675,427.0	49,189,671.09	3.2467
				2018	1.8500	1.0000	1.8500	10,133,330.0	18,746,660.50	1.1699
				2019	1.4400	1.0000	1.4400	13,997,452.0	20,156,330.88	1.4417
				2020	2.7100	1.0000	2.7100	16,026,690.0	43,432,329.90	1.4773
				2021	4.5500	1.0000	4.5500	26,149,032.0	118,978,095.60	3.5687
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
				2016	5.5200	0.0330	0.1800	26,296,868.0	4,733,436.24	11.8406
				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
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
0001559754	Wowio Inc	Wowio I	nan	2014	nan	nan	nan	nan	nan	nan
0001559754	Wowio Inc	Wowio I	nan	2015	nan	nan	nan	nan	nan	nan
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
0001579717	Perk International Inc	Perk In	nan	2021	nan	nan	nan	227,203,331.0	nan	nan
0001588014	ADM Endeavors INC	ADM End	ADMQ	2014	nan	1.0000	nan	117,795,000.0	nan	nan
				2017	nan	1.0000	nan	128,744,997.0	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
0001609139	Innerscope Hearing Technologies INC	Innersc	INND	2016	nan	1.0000	nan	60,906,000.0	nan	nan
				2017	221.8800	1.0000	221.8800	61,539,334.0	13,654,347,427.92	6080.5353
				2018	62.6200	1.0000	62.6200	117,418,476.0	7,352,744,967.12	1949.3159
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	2019	nan	nan	nan	29,060,000.0	nan	nan
				2022	nan	nan	nan	26,320,200.0	nan	nan
				2023	nan	nan	nan	26,320,200.0	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
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
				2020	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	1.0000	nan	7,971,667.0	nan	nan
0001840102	Specificity INC	Specifi	SPTY	2022	nan	1.0000	nan	9,867,183.0	nan	nan
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
0001872525	Stran Company Inc	Stran C	SWAG	2024	0.9500	1.0000	0.9500	nan	nan	nan

QA: us_advertising 2010-2024

Table of Contents

Ranks across the years

PDF reports

2010

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2011

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2012

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2013

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2014

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2015

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2016

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2017

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2018

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2019

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2020

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2021

Logs

Diagrams

Calculation Linkbase Overview

Absolute xval/yval quantiles

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

2022

Logs

Diagrams

Calculation Linkbase Overview