QA: us_chemicals 2016-2022

Table of Contents

Ranks across the years

name name_short 2016 2017 2018 2019 2020 2021 2022 2016-val 2017-val 2018-val 2019-val 2020-val 2021-val 2022-val 2016->2017 2017->2018 2018->2019 2019->2020 2020->2021 2021->2022
0001352081 Cardinal Ethanol LLC Cardina 5 9 13 29 21 6 1 373.79400 349.31600 303.07200 144.78000 203.14500 427.660000 733.01100 4 4 16 -8 -15 -5
0001424844 Southwest Iowa Renewable Energy LLC Southwe 29 21 32 44 44 38 2 188.52000 284.55700 150.57800 72.72940 87.24150 145.036000 602.27900 -8 11 12 0 -6 -36
0001371451 HIGHWATER ETHANOL LLC HIGHWAT 18 14 39 40 52 13 3 260.77200 308.97900 138.77000 77.84050 54.65600 354.706000 579.96100 -4 25 1 12 -39 -10
0001635650 Green Plains Partners LP Green P 19 22 19 30 23 21 4 254.92600 273.17600 255.90100 133.43900 180.80900 263.728000 492.55700 3 -3 11 -7 -2 -17
0001359687 RED TRAIL ENERGY LLC RED TRA 9 7 36 24 20 12 5 343.25500 388.22300 142.83900 176.38500 204.53800 366.681000 475.70300 -2 29 -12 -4 -8 -7
0000060714 LSB INDUSTRIES INC. LSB IND 7 32 31 27 28 17 6 362.89500 213.22900 154.55600 163.98700 163.17500 297.318000 455.90000 25 -1 -4 1 -11 -11
0001604665 Westlake Chemical Partners LP Westlak 34 5 5 2 4 4 7 151.82700 399.89400 382.10000 419.22800 428.44700 440.261000 411.73100 -29 0 -3 2 0 3
0000915913 ALBEMARLE CORP ALBEMAR 11 25 12 11 16 26 8 326.14500 256.09100 311.05100 285.40200 262.15700 216.174000 409.69400 14 -13 -1 5 10 -18
0000100790 UNION CARBIDE CORP NEW UNION C 24 30 3 8 14 15 9 203.25000 218.77100 431.67000 331.15600 280.06600 307.287000 366.31600 6 -27 5 6 1 -6
0000105770 WEST PHARMACEUTICAL SERVICES INC WEST PH 22 20 18 14 10 11 10 218.30900 286.71700 258.51400 265.71000 298.10700 370.071000 355.75700 -2 -2 -4 -4 1 -1
0001156174 Lake Area Corn Processors LLC Lake Ar 2 16 27 41 34 3 11 415.92700 296.00300 175.14100 76.44150 116.92500 635.237000 351.07300 14 11 14 -7 -31 8
0001489393 LyondellBasell Industries N.V. Lyondel 3 3 4 7 17 9 12 396.82700 445.94500 402.17700 331.62400 261.50300 390.102000 349.61900 0 1 3 10 -8 3
0000084748 ROGERS CORP ROGERS 13 8 11 6 7 14 13 300.44700 368.72500 328.34300 337.27400 330.30200 309.430000 311.52600 -5 3 -5 1 7 -1
0000310142 SENSIENT TECHNOLOGIES CORP SENSIEN 14 11 9 10 8 16 14 293.23700 345.98200 335.98700 298.38600 315.49900 302.862000 299.10200 -3 -2 1 -2 8 -2
0001306830 Celanese Corp Celanes 6 10 7 9 5 10 15 366.53000 347.92500 351.12100 307.69800 427.73700 384.573000 298.89600 4 -3 2 -4 5 5
0001101302 ENTEGRIS INC ENTEGRI 15 17 6 4 6 8 16 283.96200 294.81800 364.79700 371.98100 374.38700 399.812000 286.30400 2 -11 -2 2 2 8
0001666700 DuPont de Nemours Inc. DuPont NaN 27 21 16 12 20 17 NaN 240.35200 237.52100 252.04900 293.92500 271.427000 275.97200 NaN -6 -5 -4 8 -3
0000896622 APTARGROUP INC. APTARGR 17 12 20 12 13 24 18 262.84700 325.16800 247.59800 273.41400 283.33600 242.419000 251.13700 -5 8 -8 1 11 -6
0000072162 NL INDUSTRIES INC NL INDU 31 2 59 26 29 23 19 170.67000 446.12800 18.31400 164.62100 159.65300 252.888000 238.39900 -29 57 -33 3 -6 -4
0001758021 Karat Packaging Inc. Karat P NaN NaN NaN NaN NaN 22 20 NaN NaN NaN NaN NaN 254.015000 234.94200 NaN NaN NaN NaN NaN -2
0001673985 AdvanSix Inc. AdvanSi 52 NaN 38 39 42 30 21 40.62450 NaN 140.10600 81.58990 90.81340 196.089000 210.24400 NaN NaN 1 3 -12 -9
0001262823 WESTLAKE CORP WESTLAK NaN NaN 25 31 35 31 22 NaN NaN 183.12700 123.96600 115.91400 194.267000 205.96200 NaN NaN 6 4 -4 -9
0001707925 LINDE PLC LINDE P NaN NaN 26 28 25 28 23 NaN NaN 175.74600 148.90400 174.82200 204.884000 197.73200 NaN NaN 2 -3 3 -5
0001026655 CORE MOLDING TECHNOLOGIES INC CORE MO 21 31 49 57 19 42 24 226.44800 215.81100 73.65200 5.87198 239.85500 132.383000 196.13300 10 18 8 -38 23 -18
0000069488 MYERS INDUSTRIES INC MYERS I 23 35 35 13 18 36 25 213.18200 198.90800 143.44200 271.98800 241.53000 146.892000 193.80200 12 0 -22 5 18 -11
0000790051 CARLISLE COMPANIES INC CARLISL 27 39 23 25 31 47 26 191.22000 165.63700 205.00000 176.24700 136.97100 116.629000 190.10800 12 -16 2 6 16 -21
0001257640 KRONOS WORLDWIDE INC KRONOS 49 18 28 36 39 34 27 61.38890 293.91700 165.39400 106.95300 100.76400 154.474000 186.36000 -31 10 8 3 -5 -7
0001122976 AVIENT CORP AVIENT 45 61 50 18 36 51 28 89.61370 31.85620 71.55920 213.48600 106.97100 92.940100 171.28700 16 -11 -32 18 15 -23
0000007431 ARMSTRONG WORLD INDUSTRIES INC ARMSTRO 46 46 48 19 3 41 29 82.06720 130.87300 75.30870 207.55100 477.36100 139.710000 165.28600 0 2 -29 -16 38 -12
0001782754 AZEK Co Inc. AZEK Co NaN NaN NaN NaN 45 32 30 NaN NaN NaN NaN 80.86560 189.524000 161.86800 NaN NaN NaN NaN -13 -2
0001282637 NEWMARKET CORP NEWMARK 28 37 33 20 22 37 31 188.89500 180.84100 150.43200 194.88900 194.91100 146.555000 160.41900 9 -4 -13 2 15 -6
0000030554 EIDP Inc. EIDP In NaN NaN NaN 45 30 33 32 NaN NaN NaN 70.03380 148.94900 171.809000 157.03200 NaN NaN NaN -15 3 -1
0001096056 LUXFER HOLDINGS PLC LUXFER NaN NaN 40 38 37 18 33 NaN NaN 138.33200 85.39890 104.67000 285.257000 155.38100 NaN NaN -2 -1 -19 15
0000717605 HEXCEL CORP DE HEXCEL 30 24 29 23 32 55 34 185.66100 257.64600 162.19300 179.01200 134.08000 81.970700 139.50600 -6 5 -6 9 23 -21
0001530804 Tronox Holdings plc Tronox 51 63 63 55 26 53 35 46.36050 2.38907 5.26431 10.83580 174.57400 89.158300 136.64200 12 0 -8 -29 27 -18
0000002969 Air Products & Chemicals Inc. Air Pro 40 15 22 22 24 27 36 107.40100 305.90200 207.67000 189.44700 179.18600 205.826000 135.17400 -25 7 0 2 3 9
0000059255 VALHI INC DE VALHI I 57 48 34 42 46 46 37 16.16640 117.57000 143.70400 74.00280 79.79510 117.528000 134.78000 -9 -14 8 4 0 -9
0000891014 MINERALS TECHNOLOGIES INC MINERAL 43 42 42 33 33 43 38 94.03760 153.48000 122.73800 115.19700 118.25300 129.877000 117.19500 -1 0 -9 0 10 -5
0000110621 RPM INTERNATIONAL INC DE RPM INT 44 51 44 46 49 39 39 93.94990 83.86050 112.22000 66.87560 61.53610 143.867000 111.43400 7 -7 2 3 -10 0
0000915389 EASTMAN CHEMICAL CO EASTMAN 41 44 41 34 41 44 40 105.44400 141.55200 125.16500 112.09800 92.92290 122.817000 111.09400 3 -3 -7 7 3 -4
0000079879 PPG INDUSTRIES INC PPG IND 37 40 43 35 43 49 41 121.86700 162.25100 115.93500 111.48000 87.30760 104.249000 97.76270 3 3 -8 8 6 -8
0001833197 Latham Group Inc. Latham NaN NaN NaN NaN NaN 63 42 NaN NaN NaN NaN NaN 8.497280 73.16640 NaN NaN NaN NaN NaN -21
0001012100 SEALED AIR CORP DE SEALED 50 45 60 52 50 57 43 49.65650 133.60900 8.47913 29.30490 58.98390 70.344900 62.54060 -5 15 -8 -2 7 -14
0001378992 BERRY GLOBAL GROUP INC. BERRY G 56 56 52 54 54 56 44 24.42590 57.43360 60.71880 23.42480 38.20020 73.278700 62.20840 0 -4 2 0 2 -12
0000778164 Alto Ingredients Inc. Alto In 38 55 62 61 40 19 45 120.74000 59.56430 5.95941 -63.01520 96.36130 279.992000 51.46770 17 7 -1 -21 -21 26
0001616862 Axalta Coating Systems Ltd. Axalta 53 57 58 50 53 59 46 30.11040 51.44980 45.93070 56.82920 44.65650 66.458600 51.31150 4 1 -8 3 6 -13
0000814453 NEWELL BRANDS INC. NEWELL NaN 38 72 48 59 54 47 NaN 165.75900 -288.28000 61.79560 3.58965 84.167300 49.60560 NaN 34 -24 11 -5 -7
0001392380 Gevo Inc. Gevo In 64 67 67 66 65 50 48 -218.81000 -151.11100 -117.14200 -179.46200 -98.23990 94.712600 44.11360 3 0 -1 -1 -15 -2
0001309402 Green Plains Inc. Green P 47 50 45 56 55 58 49 74.64440 86.41840 100.23600 7.54256 35.13560 66.742500 33.56810 3 -5 11 -1 3 -9
0001830033 PureCycle Technologies Inc. PureCyc NaN NaN NaN NaN NaN 64 50 NaN NaN NaN NaN NaN -0.923724 21.91950 NaN NaN NaN NaN NaN -14
0000038264 Forward Industries Inc. Forward 25 34 24 62 61 52 51 199.05600 202.76000 193.91600 -122.30700 -20.24380 92.046100 -4.57427 9 -10 38 -1 -9 -1
0001200375 CODEXIS INC. CODEXIS 62 72 61 NaN 51 60 52 -143.08300 -327.57300 7.24803 NaN 55.63860 53.314900 -17.74990 10 -11 NaN NaN 9 -8
0000314227 TOMI Environmental Solutions Inc. TOMI En 66 69 69 65 2 71 53 -240.48100 -176.79500 -210.22000 -179.06900 508.26200 -130.308000 -42.33660 3 0 -4 -63 69 -18
0000748790 Global Clean Energy Holdings Inc. Global NaN NaN NaN NaN 64 69 54 NaN NaN NaN NaN -54.32360 -103.096000 -44.22860 NaN NaN NaN NaN 5 -15
0001042187 YUNHONG GREEN CTI LTD. YUNHONG 54 62 64 NaN NaN 66 55 30.04580 15.52130 -61.74900 NaN NaN -14.400200 -47.98590 8 2 NaN NaN NaN -11
0001519061 Trinseo PLC Trinseo 36 43 37 47 56 45 56 129.82000 147.12600 141.00300 62.54380 29.72440 119.005000 -68.04850 7 -6 10 9 -11 11
0001779020 Danimer Scientific Inc. Danimer NaN NaN NaN NaN 27 61 57 NaN NaN NaN NaN 170.63400 51.049600 -144.60600 NaN NaN NaN NaN 34 -4
0001008654 TUPPERWARE BRANDS CORP TUPPERW NaN 64 30 43 57 65 58 NaN -54.26420 154.72000 72.89130 12.85050 -13.613200 -173.43400 NaN -34 13 14 8 -7
0001308027 Vystar Corp Vystar 78 77 80 NaN 68 70 59 -796.92000 -742.99300 -1242.77000 NaN -272.65100 -104.719000 -273.10100 -1 3 NaN NaN 2 -11
0001648087 AMERICAN REBEL HOLDINGS INC AMERICA NaN 85 77 NaN NaN 83 60 NaN -1209.47000 -1078.88000 NaN NaN -1664.050000 -326.03100 NaN -8 NaN NaN NaN -23
0000738214 AEMETIS INC AEMETIS 63 71 71 68 67 NaN 61 -184.69100 -250.59700 -279.16000 -226.43000 -250.04700 NaN -355.66700 8 0 -3 -1 NaN NaN
0001120970 Comstock Inc. Comstoc 68 70 70 53 1 68 62 -276.20000 -239.12900 -232.07000 24.83520 574.04500 -52.635800 -359.95400 2 0 -17 -52 67 -6
0001365916 AMYRIS INC. AMYRIS 71 73 NaN 71 75 72 63 -424.68700 -332.25800 NaN -751.85400 -880.26500 -197.589000 -438.61000 2 NaN NaN 4 -3 -9
0001071840 SolarWindow Technologies Inc. SolarWi 82 89 83 69 69 76 64 -1184.87000 -1683.19000 -2025.92000 -244.74500 -368.53400 -545.853000 -458.34400 7 -6 -14 0 7 -12
0001413119 Kraig Biocraft Laboratories Inc Kraig B 83 86 74 73 76 81 65 -1661.98000 -1224.73000 -658.69600 -849.79600 -1010.47000 -1176.980000 -526.48000 3 -12 -1 3 5 -16
0001325964 Lightwave Logic Inc. Lightwa NaN NaN NaN NaN NaN 77 66 NaN NaN NaN NaN NaN -677.399000 -551.10000 NaN NaN NaN NaN NaN -11
0001039466 NovAccess Global Inc. NovAcce 76 82 81 1 NaN 80 67 -621.57600 -910.87100 -1452.47000 1038.78000 NaN -1114.310000 -793.30500 6 -1 -80 NaN NaN -13
0001549145 BLUE BIOFUELS INC. BLUE BI 80 90 NaN NaN 74 79 68 -834.52400 -1761.21000 NaN NaN -816.29100 -698.896000 -1421.69000 10 NaN NaN NaN 5 -11
0001121702 YIELD10 BIOSCIENCE INC. YIELD10 75 74 78 70 73 75 69 -612.45500 -481.72000 -1102.62000 -538.37000 -623.63800 -460.777000 -1583.46000 -1 4 -8 3 2 -6
0000922247 Cyclo Therapeutics Inc. Cyclo T 86 NaN NaN 75 71 78 70 -2592.39000 NaN NaN -1480.48000 -557.73700 -696.488000 -2911.00000 NaN NaN NaN -4 7 -8
0001371128 NewHydrogen Inc. NewHydr 65 80 79 21 NaN 1 71 -229.99500 -783.80600 -1125.41000 193.84800 NaN 2525.200000 -3334.95000 15 -1 -58 NaN NaN 70
0001676580 VISION ENERGY Corp VISION 84 NaN NaN 58 NaN 82 72 -1899.77000 NaN NaN -3.64279 NaN -1438.940000 -4944.26000 NaN NaN NaN NaN NaN -10
0000013239 HEXION INC. HEXION 61 68 68 NaN NaN NaN NaN -61.50820 -159.86500 -163.01200 NaN NaN NaN NaN 7 0 NaN NaN NaN NaN
0000029915 DOW CHEMICAL CO DE DOW CHE 16 29 16 NaN NaN NaN NaN 265.31500 231.43300 275.38700 NaN NaN NaN NaN 13 -13 NaN NaN NaN NaN
0000035214 FERRO CORP FERRO C 59 53 53 51 48 35 NaN -9.22913 78.04720 57.95000 34.11340 63.76610 149.565000 NaN -6 0 -2 -3 -13 NaN
0000812701 CALGON CARBON Corp CALGON 42 41 NaN NaN NaN NaN NaN 98.77300 153.68900 NaN NaN NaN NaN NaN -1 NaN NaN NaN NaN NaN
0000842295 TOR MINERALS INTERNATIONAL INC TOR MIN 26 33 NaN NaN NaN NaN NaN 192.00400 209.99400 NaN NaN NaN NaN NaN 7 NaN NaN NaN NaN NaN
0000860131 Wave Sync Corp. Wave Sy 72 87 84 NaN 78 40 NaN -441.07600 -1267.63000 -6098.55000 NaN -1903.73000 140.293000 NaN 15 -3 NaN NaN -38 NaN
0000884905 LINDE INC LINDE I 39 47 NaN NaN NaN NaN NaN 114.53500 130.74400 NaN NaN NaN NaN NaN 8 NaN NaN NaN NaN NaN
0001090061 OMNOVA SOLUTIONS INC OMNOVA 55 65 57 60 NaN NaN NaN 25.00020 -98.73000 46.03850 -46.38210 NaN NaN NaN 10 -8 3 NaN NaN NaN
0001094139 OURPETS CO OURPETS 12 23 NaN NaN NaN NaN NaN 309.96100 270.89500 NaN NaN NaN NaN NaN 11 NaN NaN NaN NaN NaN
0001181749 Granite Falls Energy LLC Granite 8 4 15 37 63 7 NaN 354.54300 419.62600 278.64300 94.66650 -33.68800 412.087000 NaN -4 11 22 26 -56 NaN
0001206942 GOLDEN GRAIN ENERGY GOLDEN 1 1 10 17 11 5 NaN 456.32900 547.20400 329.64600 237.30900 295.08200 428.015000 NaN 0 9 7 -6 -6 NaN
0001286964 Heron Lake BioEnergy LLC Heron L 10 6 17 32 66 NaN NaN 339.22100 398.80500 263.34800 117.20600 -100.26600 NaN NaN -4 11 15 34 NaN NaN
0001325740 Advanced BioEnergy LLC Advance 58 26 56 67 NaN NaN NaN -8.30147 241.40700 47.76230 -196.93300 NaN NaN NaN -32 30 11 NaN NaN NaN
0001337298 FutureFuel Corp. FutureF 20 19 8 3 NaN NaN NaN 252.55300 291.58600 348.36500 379.39700 NaN NaN NaN -1 -11 -5 NaN NaN NaN
0001350420 Lincolnway Energy LLC Lincoln 32 13 46 64 38 29 NaN 159.05400 315.24900 87.97410 -145.99000 102.06100 200.410000 NaN -19 33 18 -26 -9 NaN
0001354591 PetLife Pharmaceuticals Inc. PetLife 85 93 NaN NaN NaN NaN NaN -1963.22000 -23102.90000 NaN NaN NaN NaN NaN 8 NaN NaN NaN NaN NaN
0001366744 HOMELAND ENERGY SOLUTIONS LLC HOMELAN 4 28 14 15 15 2 NaN 386.67900 232.49900 292.42700 253.78400 266.06400 775.158000 NaN 24 -14 1 0 -13 NaN
0001370489 Bluefire Renewables Inc. Bluefir 77 79 NaN NaN NaN NaN NaN -734.49900 -767.36300 NaN NaN NaN NaN NaN 2 NaN NaN NaN NaN NaN
0001423325 Incoming Inc. Incomin 67 78 75 NaN NaN NaN NaN -273.24700 -758.50200 -986.53900 NaN NaN NaN NaN 11 -3 NaN NaN NaN NaN
0001428765 GREEN ENVIROTECH HOLDINGS CORP. GREEN E 79 83 76 NaN NaN NaN NaN -807.63100 -1007.92000 -1058.34000 NaN NaN NaN NaN 4 -7 NaN NaN NaN NaN
0001434110 PLEDGE PETROLEUM CORP PLEDGE 70 36 NaN NaN NaN NaN NaN -351.60600 190.02900 NaN NaN NaN NaN NaN -34 NaN NaN NaN NaN NaN
0001435375 XG SCIENCES INC XG SCIE 74 75 73 72 72 NaN NaN -561.77800 -733.61700 -564.14100 -777.39500 -565.93000 NaN NaN 1 -2 -1 0 NaN NaN
0001463258 Renewable Energy Group Inc. Renewab 35 60 2 5 9 25 NaN 146.43200 42.29610 449.73200 365.33000 304.14800 241.789000 NaN 25 -58 3 4 16 NaN
0001473597 STR HOLDINGS INC. STR HOL 69 54 65 NaN NaN NaN NaN -349.61700 61.12280 -72.99850 NaN NaN NaN NaN -15 11 NaN NaN NaN NaN
0001532926 Gen 2 Technologies Inc. Gen 2 T 73 76 NaN NaN NaN NaN NaN -552.26300 -738.06200 NaN NaN NaN NaN NaN 3 NaN NaN NaN NaN NaN
0001534287 BioAmber Inc. BioAmbe 60 84 NaN NaN NaN NaN NaN -15.44020 -1139.31000 NaN NaN NaN NaN NaN 24 NaN NaN NaN NaN NaN
0001580883 SweeGen Inc. SweeGen 81 92 NaN NaN NaN NaN NaN -958.80800 -2612.95000 NaN NaN NaN NaN NaN 11 NaN NaN NaN NaN NaN
0001604028 ADVANCED DRAINAGE SYSTEMS INC. ADVANCE 48 NaN NaN NaN 58 NaN NaN 66.08440 NaN NaN NaN 12.63730 NaN NaN NaN NaN NaN NaN NaN NaN
0001655075 Armstrong Flooring Inc. Armstro 33 49 66 59 62 62 NaN 157.68000 92.88010 -114.85500 -34.51380 -24.50240 15.564900 NaN 16 17 -7 3 0 NaN
0001321646 Kraton Corp Kraton NaN 52 51 49 60 48 NaN NaN 81.73860 65.26540 59.10250 -9.06342 115.390000 NaN NaN -1 -2 11 -12 NaN
0001405041 Momentive Performance Materials Inc. Momenti NaN 58 54 NaN NaN NaN NaN NaN 50.29370 48.42500 NaN NaN NaN NaN NaN -4 NaN NaN NaN NaN
0001500242 UBI Blockchain Internet LTD-DE UBI Blo NaN 81 82 NaN NaN NaN NaN NaN -888.38000 -1775.20000 NaN NaN NaN NaN NaN 1 NaN NaN NaN NaN
0001532595 Sincerity Applied Materials Holdings Corp. Sinceri NaN 91 1 NaN 47 67 NaN NaN -2425.26000 1088.79000 NaN 69.10900 -37.372300 NaN NaN -90 NaN NaN 20 NaN
0001567771 BRIDGEWAY NATIONAL CORP. BRIDGEW NaN 88 NaN NaN 77 NaN NaN NaN -1297.79000 NaN NaN -1356.52000 NaN NaN NaN NaN NaN NaN NaN NaN
0001598924 Image Chain Group Limited Inc. Image C NaN 66 NaN NaN NaN 73 NaN NaN -101.13900 NaN NaN NaN -285.059000 NaN NaN NaN NaN NaN NaN NaN
0001624826 MPM Holdings Inc. MPM Hol NaN 58 54 NaN NaN NaN NaN NaN 50.29370 48.42500 NaN NaN NaN NaN NaN -4 NaN NaN NaN NaN
0001604627 KushCo Holdings Inc. KushCo NaN NaN 47 63 70 NaN NaN NaN NaN 77.49230 -129.08600 -522.09700 NaN NaN NaN NaN 16 7 NaN NaN
0001740695 Lux Amber Corp. Lux Amb NaN NaN NaN 74 NaN 74 NaN NaN NaN NaN -1350.78000 NaN -453.955000 NaN NaN NaN NaN NaN NaN NaN

PDF reports

All reports for 2022 are collected in a single PDF for easier review.

2016

Logs

error 2 × Unusually strong effect check_effects
{'var_name': 'LiabilitiesCurrent', 'quantile_value': '11.6', 'quantile': 0.95}
{'var_name': 'EconomicCapitalRatio', 'quantile_value': '-10.4', 'quantile': 0.05}
error 1 × Negative Expenses, ignoring company. pre-agg
0001553734
error 1 × IME and Company effects mismatched for Cost of Revenues. IME Effects: 1317.0, Company Effect: 1316.0 subcommand.report
0001463258
warning 15 × Similarly named company. Duplicate? None
0000915389 0001012100 0001350420 0001371451 0001424844 0001428765 0001463258 0001604665 0001286964 0001325740 0001359687 0001366744 0001676580 0001655075 0001635650
warning 4 × Ignoring company because Expenses is zero pre-agg
0001624826 0001405041 0000030554 0001411036
warning 3 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
0001008654 0001624826 0001405041
warning 3 × Missing logo subcommand.report
0000860131 0001156174 0001532926
warning 1 × Too many companies have an ECR < -100% check_abs_values
{'quantile_095_val': -11.283538111232405}
warning 1 × Large missing amount for aggregate "Revenues" added to remainder. industry.us_generic
0001392380
warning 1 × Large missing amount for aggregate "Assets" added to remainder. industry.us_generic
0001598924
warning 1 × Ignoring company because ECR is too negative pre-agg
0001598924
warning 1 × Ignoring company because Assets is zero pre-agg
0001008654

Diagrams

Calculation Linkbase Overview

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

Absolute xval/yval quantiles

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent 0 429,622 41,604,964 2,388,225,000 12,604,000,000 0001366744 0001534287 0000029915
1 LiabilitiesNoncurrent 0 0 4,593,979 5,253,375,000 10,130,000,000 0000029915 0001463258 0000884905
2 remainder_Liabilities -501,000,000 -769,477 0 405,737,750 2,224,000,000 0001489393 0001039466 0000915389
3 AssetsCurrent 0 72,761 100,563,681 3,214,213,500 23,659,000,000 0001580883 0000072162 0000029915
4 PropertyPlantAndEquipmentNet 0 0 117,982,188 4,851,250,000 23,486,000,000 0001308027 0001337298 0000029915
5 IntangibleAssets 0 0 3,105,837 3,595,925,000 21,298,000,000 0000038264 0001200375 0000029915
6 AssetsNoncurrent 0 0 3,845,327 640,573,500 13,738,000,000 0000035214 0001090061 0000002969
7 remainder_Assets -10,490,900,000 -4,478,446 713,986 451,899,750 6,756,000,000 0000002969 0001428765 0000029915
8 CostOfRevenue 0 0 0 3,567,003,500 37,641,000,000 0000013239 0001580883 0000029915
9 SellingGeneralAndAdministrativeExpense 0 0 10,361,901 1,182,800,000 3,662,000,000 0000038264 0000738214 0000079879
10 remainder_Expenses -9,390,000 175,120 99,043,682 5,226,750,000 24,899,000,000 0000060714 0001359687 0001489393
11 remainder_Revenues 0 0 208,238,080 9,395,300,000 48,158,000,000 0001071840 0001181749 0000029915
12 remainder_NetIncome -690,800,000 -68,894,250 -3,074 320,250,000 4,829,000,000 0000002969 0000778164 0000100790
13 remainder_ComprehensiveNetIncome -1,238,000,000 -90,725,000 0 10,479,372 324,000,000 0000029915 0001392380 0000079879
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 13,847 943,001 123,997,204 9,989,425,000 13,880,000,000 0001676580 0000738214 0000884905
1 Assets 1,172 253,101 291,789,092 15,691,000,000 79,511,000,000 0001354591 0000069488 0000029915
2 Expenses 71,228 1,019,457 206,645,620 8,082,825,000 45,505,000,000 0001532926 0001352081 0000029915
3 Revenues 0 0 208,238,080 9,395,300,000 48,158,000,000 0001071840 0001181749 0000029915
4 StockholdersEquity -2,539,000,000 -6,264,866 136,759,981 6,628,828,000 66,907,000,000 0000013239 0001352081 0000029915
5 NetIncome -97,334,000 -18,882,750 8,320,706 889,000,000 4,404,000,000 0001365916 0001655075 0000029915
6 ComprehensiveNetIncome -91,040,000 -32,892,301 3,818,540 944,750,000 3,763,000,000 0001365916 0001424844 0001489393
7 BaseVar 452,053 6,691,288 1,691,296,796 80,391,653,500 399,803,820,000 0001532926 0001424844 0000029915
8 EconomicCapitalRatio -25.9 -11.3 0.940 3.72 4.56 0000922247 0000891014 0001206942

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -9.36 -0.699 0.758 11.6 36.0 0000922247 0000029915 0001354591
1 LiabilitiesNoncurrent -7.79 -1.88 -0.0221 1.92 2.61 0000922247 0001282637 0001435375
2 remainder_Liabilities -3.26 -0.968 0.158 0.825 19.7 0000922247 0001012100 0001580883
3 AssetsCurrent -5.26 -1.63 -0.0668 2.90 25.1 0001354591 0000891014 0001676580
4 PropertyPlantAndEquipmentNet -12.4 -2.71 -0.150 1.15 2.47 0000922247 0001655075 0001392380
5 IntangibleAssets -4.78 -0.890 -0.0305 0.440 0.603 0000922247 0001530804 0001378992
6 AssetsNoncurrent -1.39 -0.610 -0.0570 0.0741 17.1 0001676580 0001530804 0001549145
7 remainder_Assets -1.88 -0.422 -0.0269 0.508 3.23 0000922247 0000884905 0001580883
8 CostOfRevenue -17.3 -8.94 1.02 3.50 4.96 0001181749 0001371128 0001350420
9 SellingGeneralAndAdministrativeExpense -10.9 -4.18 0.446 3.28 4.28 0001200375 0000860131 0001350420
10 remainder_Expenses -13.8 -8.37 -0.333 7.56 13.9 0001676580 0001534287 0001181749
11 remainder_Revenues -7.66 -5.27 1.66 6.82 8.04 0001676580 0001012100 0001350420
12 remainder_NetIncome -4.68 -1.11 -0.0981 1.26 9.62 0001549145 0000084748 0000100790
13 remainder_ComprehensiveNetIncome -2.04 -0.218 0.0361 0.232 0.545 0001604665 0001392380 0001534287
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -13.3 -1.02 0.900 7.49 12.7 0000922247 0001042187 0001370489
1 Assets -15.3 -2.06 -0.0928 2.44 9.07 0000922247 0001371451 0001434110
2 Expenses -14.4 -3.23 0.577 1.22 2.76 0000922247 0001122976 0001604665
3 Revenues -7.66 -5.27 1.66 6.82 8.04 0001676580 0001012100 0001350420
4 StockholdersEquity -3.46 -2.86 0.476 1.91 2.12 0001354591 0001350420 0001434110
5 NetIncome -21.6 -9.61 2.55 6.76 7.28 0000922247 0001337298 0001181749
6 ComprehensiveNetIncome -21.4 -9.56 2.50 6.94 7.44 0000922247 0001090061 0001181749
7 BaseVar nan nan nan nan nan 0000002969 0001156174 0000002969
8 EconomicCapitalRatio -25.0 -10.4 1.87 4.65 5.49 0000922247 0000891014 0001206942

2017

Logs

error 5 × Unusually strong effect check_effects
{'var_name': 'LiabilitiesCurrent', 'quantile_value': '14.1', 'quantile': 0.95}
{'var_name': 'Liabilities', 'quantile_value': '10.1', 'quantile': 0.95}
{'var_name': 'NetIncome', 'quantile_value': '-11.9', 'quantile': 0.05}
{'var_name': 'ComprehensiveNetIncome', 'quantile_value': '-12.2', 'quantile': 0.05}
{'var_name': 'EconomicCapitalRatio', 'quantile_value': '-10.9', 'quantile': 0.05}
error 1 × No matching role found input.sec.calculation_linkbase.expand_agg
0001604627
error 1 × Negative Expenses, ignoring company. pre-agg
0001673985
warning 15 × Similarly named company. Duplicate? None
0000915389 0001008654 0001012100 0001350420 0001424844 0001428765 0001463258 0001604665 0001286964 0001325740 0001359687 0001366744 0001371451 0001655075 0001635650
warning 6 × Missing logo subcommand.report
0000860131 0001624826 0001156174 0001500242 0001598924 0001532926
warning 1 × Too many companies have an ECR < -100% check_abs_values
{'quantile_095_val': -14.519546075826485}
warning 1 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
0001365916
warning 1 × Large missing amount for aggregate "Revenues" added to remainder. industry.us_generic
0001392380
warning 1 × Large missing amount for aggregate "Liabilities" added to remainder. industry.us_generic
0001392380
warning 1 × Ignoring company because Liabilities is zero pre-agg
0000922247
warning 1 × Ignoring company because Expenses is zero pre-agg
0001411036

Diagrams

Calculation Linkbase Overview

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

Absolute xval/yval quantiles

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent 0 457,463 36,054,861 3,541,800,000 26,128,000,000 0001366744 0000738214 0001666700
1 LiabilitiesNoncurrent 0 0 4,587,751 5,807,620,000 11,330,400,000 0000029915 0001350420 0000814453
2 remainder_Liabilities -637,000,000 -422,040 0 436,261,200 3,307,000,000 0001489393 0000084748 0000814453
3 AssetsCurrent 0 42,233 130,844,974 5,957,220,000 49,893,000,000 0001580883 0000072162 0001666700
4 PropertyPlantAndEquipmentNet 0 0 109,813,117 6,740,280,000 36,247,000,000 0001308027 0001337298 0001666700
5 IntangibleAssets 0 0 3,247,542 4,831,400,000 92,801,000,000 0000038264 0001200375 0001666700
6 AssetsNoncurrent 0 0 4,161,429 929,400,000 102,780,000,000 0000035214 0000069488 0001666700
7 remainder_Assets -89,557,000,000 -1,900,885 803,147 613,350,800 4,826,000,000 0001666700 0001392380 0000029915
8 CostOfRevenue 0 0 0 4,355,600,000 50,414,000,000 0000013239 0000084748 0001666700
9 SellingGeneralAndAdministrativeExpense 0 0 16,716,652 1,437,408,000 6,131,000,000 0000038264 0001026655 0001666700
10 remainder_Expenses -654,000,000 158,348 104,461,165 6,401,600,000 29,148,000,000 0000814453 0001359687 0001489393
11 remainder_Revenues 0 0 219,848,305 12,759,080,000 62,484,000,000 0001071840 0001424844 0001666700
12 remainder_NetIncome -345,000,000 -186,417,200 -112,784 705,240,000 5,011,000,000 0000013239 0001121702 0000100790
13 remainder_ComprehensiveNetIncome -52,200,000 -485,600 155,638 279,480,000 1,059,000,000 0000059255 0001598924 0000029915
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 69,701 1,041,372 114,188,015 10,657,400,000 26,128,000,000 0001434110 0000084748 0001666700
1 Assets 3,464 52,320 356,582,513 19,254,720,000 192,164,000,000 0001567771 0000069488 0001666700
2 Expenses 442,292 787,716 240,524,736 11,175,200,000 62,545,000,000 0001580883 0001366744 0001666700
3 Revenues 0 0 219,848,305 12,759,080,000 62,484,000,000 0001071840 0001424844 0001666700
4 StockholdersEquity -2,742,000,000 -6,052,844 141,260,600 8,861,600,000 166,036,000,000 0000013239 0001352081 0001666700
5 NetIncome -272,000,000 -82,567,400 4,512,635 1,469,600,000 4,877,000,000 0001530804 0001350420 0001489393
6 ComprehensiveNetIncome -223,300,000 -79,268,600 7,523,802 1,805,400,000 5,105,000,000 0001008654 0001286964 0001489393
7 BaseVar 1,762,221 7,544,539 1,973,057,364 106,725,620,000 575,276,280,000 0001580883 0001366744 0001666700
8 EconomicCapitalRatio -231 -14.5 1.31 3.99 5.47 0001354591 0000884905 0001206942

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -164 -0.828 0.600 14.1 44.3 0001354591 0001309402 0001567771
1 LiabilitiesNoncurrent -159 -2.22 -0.0576 1.86 2.51 0001354591 0000812701 0001206942
2 remainder_Liabilities -88.2 -0.857 0.125 0.773 43.2 0001354591 0000059255 0001071840
3 AssetsCurrent -186 -3.96 -0.0592 0.791 16.0 0001354591 0001616862 0001434110
4 PropertyPlantAndEquipmentNet -176 -3.72 -0.0573 1.28 3.72 0001354591 0001306830 0001392380
5 IntangibleAssets -129 -1.79 -0.0183 0.449 34.3 0001354591 0001424844 0000860131
6 AssetsNoncurrent -98.6 -0.902 -0.0634 0.107 44.3 0001354591 0001309402 0000860131
7 remainder_Assets -21.8 -0.193 -0.000492 0.361 1.90 0001354591 0001424844 0001428765
8 CostOfRevenue -17.3 -6.91 1.00 3.46 18.3 0001463258 0001365916 0001354591
9 SellingGeneralAndAdministrativeExpense -9.17 -3.26 0.308 2.96 15.7 0001071840 0001666700 0001354591
10 remainder_Expenses -154 -7.21 -0.237 5.82 14.4 0001354591 0000915913 0001463258
11 remainder_Revenues -76.4 -6.15 1.61 6.57 8.74 0001354591 0001378992 0001350420
12 remainder_NetIncome -10.3 -4.50 0.264 1.47 10.9 0000860131 0001648087 0000100790
13 remainder_ComprehensiveNetIncome -1.45 -0.283 -0.0628 0.345 0.711 0001354591 0001428765 0000072162
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -193 -1.53 0.867 10.1 20.3 0001354591 0001473597 0001370489
1 Assets -211 -5.72 -0.0764 1.89 7.10 0001354591 0000100790 0001434110
2 Expenses -120 -4.10 0.474 1.59 4.04 0001354591 0001405041 0000860131
3 Revenues -76.4 -6.15 1.61 6.57 8.74 0001354591 0001378992 0001350420
4 StockholdersEquity -10.5 -3.45 0.176 1.66 2.81 0001354591 0000884905 0001434110
5 NetIncome -195 -11.9 2.52 6.99 9.01 0001354591 0000035214 0001350420
6 ComprehensiveNetIncome -196 -12.2 2.44 6.80 8.67 0001354591 0000915389 0001350420
7 BaseVar nan nan nan nan nan 0000002969 0001257640 0000002969
8 EconomicCapitalRatio -227 -10.9 4.95 7.64 9.12 0001354591 0000884905 0001206942

2018

Logs

error 6 × Unusually strong effect check_effects
{'var_name': 'LiabilitiesCurrent', 'quantile_value': '22.5', 'quantile': 0.95}
{'var_name': 'remainder_Expenses', 'quantile_value': '-10.6', 'quantile': 0.05}
{'var_name': 'Liabilities', 'quantile_value': '12.5', 'quantile': 0.95}
{'var_name': 'NetIncome', 'quantile_value': '-10.1', 'quantile': 0.05}
{'var_name': 'ComprehensiveNetIncome', 'quantile_value': '-10.1', 'quantile': 0.05}
{'var_name': 'EconomicCapitalRatio', 'quantile_value': '-11.2', 'quantile': 0.05}
warning 15 × Similarly named company. Duplicate? None
0001655075 0000915389 0001008654 0001012100 0001350420 0001424844 0001428765 0001463258 0001604665 0001286964 0001325740 0001359687 0001366744 0001371451 0001635650
warning 4 × Missing logo subcommand.report
0000860131 0001500242 0001624826 0001156174
warning 1 × Too many companies have an ECR < -100% check_abs_values
{'quantile_095_val': -12.251677319166124}
warning 1 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
0001120970
warning 1 × Ignoring company because Liabilities is zero pre-agg
0000922247
warning 1 × Ignoring company because Expenses is zero pre-agg
0001411036

Diagrams

Calculation Linkbase Overview

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

Absolute xval/yval quantiles

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent 0 889,260 129,872,792 4,733,450,000 24,715,000,000 0001366744 0001090061 0001666700
1 LiabilitiesNoncurrent 0 0 15,713,961 5,823,755,000 15,723,000,000 0000029915 0001350420 0001707925
2 remainder_Liabilities -775,100,000 -1,534,220 0 602,419,250 7,611,000,000 0000002969 0000110621 0001707925
3 AssetsCurrent 628 112,931 282,513,423 7,480,630,000 49,603,000,000 0001423325 0001673985 0001666700
4 PropertyPlantAndEquipmentNet 0 9,517 286,216,830 9,424,395,000 35,848,000,000 0001423325 0001655075 0001666700
5 IntangibleAssets 0 0 30,881,874 6,560,500,000 89,997,000,000 0000060714 0001655075 0001666700
6 AssetsNoncurrent 0 0 7,971,187 1,827,697,100 99,401,000,000 0000035214 0001282637 0001666700
7 remainder_Assets -86,819,000,000 -133,712 1,292,147 621,608,300 5,073,000,000 0001666700 0001352081 0000029915
8 CostOfRevenue 0 0 323,590,940 6,616,500,000 65,333,000,000 0000079879 0000060714 0001666700
9 SellingGeneralAndAdministrativeExpense 0 0 63,300,327 1,730,171,450 9,769,000,000 0000038264 0001096056 0001666700
10 remainder_Expenses -545,865 42.0 47,343,467 5,830,502,850 12,262,000,000 0001604627 0000105770 0001707925
11 remainder_Revenues 0 0 749,345,280 14,187,650,000 85,977,000,000 0001071840 0001090061 0001666700
12 remainder_NetIncome -284,000,000 -140,495,000 0 420,150,000 5,276,000,000 0001378992 0000310142 0000100790
13 remainder_ComprehensiveNetIncome -2,503,000,000 -167,952,350 -12,293 6,111,200 70,400,000 0001666700 0001371451 0000002969
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 560,151 2,135,903 256,891,667 11,108,100,000 36,290,000,000 0001532595 0001101302 0001707925
1 Assets 628 153,393 874,122,336 18,981,285,000 188,030,000,000 0001423325 0001673985 0001666700
2 Expenses 376,637 1,768,185 771,111,931 14,145,950,000 83,566,000,000 0001423325 0000084748 0001666700
3 Revenues 0 0 749,345,280 14,187,650,000 85,977,000,000 0001071840 0001090061 0001666700
4 StockholdersEquity -2,914,000,000 -15,334,823 311,592,698 10,629,955,000 163,315,000,000 0000013239 0000778164 0001666700
5 NetIncome -6,917,900,000 -63,597,550 22,885,690 1,506,665,000 4,690,000,000 0000814453 0001096056 0001489393
6 ComprehensiveNetIncome -7,005,000,000 -70,466,800 17,479,357 1,452,350,000 4,680,000,000 0000814453 0001096056 0001489393
7 BaseVar 1,778,510 14,642,822 6,661,943,969 120,058,431,200 741,872,940,000 0001423325 0000084748 0001666700
8 EconomicCapitalRatio -61.0 -12.3 1.19 3.80 10.9 0000860131 0000891014 0001532595

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -3.43 -0.213 0.567 22.5 52.1 0001071840 0001262823 0001423325
1 LiabilitiesNoncurrent -23.0 -1.21 0.193 2.06 25.7 0000860131 0001392380 0001071840
2 remainder_Liabilities -2.02 -0.817 0.0291 0.167 0.474 0000860131 0000060714 0001532595
3 AssetsCurrent -30.2 -1.70 -0.0511 1.37 7.80 0000860131 0000060714 0001121702
4 PropertyPlantAndEquipmentNet -27.6 -1.88 -0.0579 0.725 3.06 0000860131 0001306830 0001532595
5 IntangibleAssets -17.2 -1.21 -0.0435 0.503 2.40 0000860131 0000310142 0001308027
6 AssetsNoncurrent -9.97 -0.529 -0.0920 0.114 1.22 0000860131 0001008654 0000072162
7 remainder_Assets -0.950 -0.152 0.000337 0.303 1.40 0001500242 0000110621 0001120970
8 CostOfRevenue -11.2 -8.77 -1.05 8.53 14.5 0001325740 0001257640 0000860131
9 SellingGeneralAndAdministrativeExpense -13.4 -3.81 0.314 3.22 4.21 0001071840 0000060714 0000860131
10 remainder_Expenses -16.9 -10.6 1.73 4.93 6.53 0001181749 0000896622 0001325740
11 remainder_Revenues -22.0 -5.25 1.34 5.13 6.59 0000860131 0001624826 0001463258
12 remainder_NetIncome -39.4 -2.88 0.366 0.995 14.7 0000860131 0000059255 0001532595
13 remainder_ComprehensiveNetIncome -0.273 -0.199 0.0318 0.173 1.18 0001530804 0001428765 0001532595
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -19.5 -0.916 0.819 12.5 25.0 0000860131 0001096056 0001428765
1 Assets -44.1 -3.74 -0.0738 1.89 4.97 0000860131 0001306830 0001532595
2 Expenses -7.63 -3.04 0.267 2.45 9.75 0001500242 0001405041 0000860131
3 Revenues -22.0 -5.25 1.34 5.13 6.59 0000860131 0001624826 0001463258
4 StockholdersEquity -5.07 -3.25 0.109 1.71 1.98 0000860131 0000059255 0000060714
5 NetIncome -51.7 -10.1 2.36 5.17 15.8 0000860131 0001371451 0001532595
6 ComprehensiveNetIncome -51.8 -10.1 2.23 5.34 17.0 0000860131 0000915913 0001532595
7 BaseVar nan nan nan nan nan 0000002969 0001181749 0000002969
8 EconomicCapitalRatio -60.0 -11.2 2.23 4.83 11.9 0000860131 0000891014 0001532595

2019

Logs

error 1 × No matching role found input.sec.calculation_linkbase.expand_agg
0001751788
warning 14 × Similarly named company. Duplicate? None
0001655075 0001008654 0001012100 0001350420 0001424844 0001463258 0001604665 0001286964 0001325740 0001359687 0001366744 0001371451 0001676580 0001635650
warning 1 × Too many companies have an ECR < -100% check_abs_values
{'quantile_095_val': -7.59516184286723}
warning 1 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
0001751788
warning 1 × Missing logo subcommand.report
0001156174
warning 1 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
0001120970

Diagrams

Calculation Linkbase Overview

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

Absolute xval/yval quantiles

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent 0 1,386,839 155,845,936 4,938,300,000 12,160,000,000 0001366744 0001635650 0001707925
1 LiabilitiesNoncurrent 0 0 29,722,369 6,884,830,000 15,581,000,000 0000060714 0001424844 0001707925
2 remainder_Liabilities -793,800,000 -22,404,000 0 350,299,500 7,236,000,000 0000002969 0000072162 0001707925
3 AssetsCurrent 14,215 849,594 244,741,414 7,172,000,000 13,519,000,000 0001740695 0000007431 0000030554
4 PropertyPlantAndEquipmentNet 0 86,189 300,245,655 7,881,300,000 29,064,000,000 0001740695 0000035214 0001707925
5 IntangibleAssets 0 0 28,118,291 8,069,260,000 46,744,000,000 0000060714 0001463258 0001666700
6 AssetsNoncurrent 0 0 28,768,240 2,727,100,000 47,994,000,000 0001039466 0000778164 0001666700
7 remainder_Assets -45,484,000,000 -930,997,100 867,010 638,519,100 1,071,000,000 0001666700 0001350420 0001306830
8 CostOfRevenue 0 0 560,177,363 8,598,400,000 29,301,000,000 0000310142 0001090061 0001489393
9 SellingGeneralAndAdministrativeExpense 0 0 77,318,410 2,796,900,000 4,212,000,000 0000038264 0001309402 0000030554
10 remainder_Expenses -2,907,000 0 33,705,861 1,594,000,000 6,113,000,000 0001604627 0001122976 0001707925
11 remainder_Revenues 0 0 899,148,784 14,262,700,000 34,727,000,000 0001071840 0000084748 0001489393
12 remainder_NetIncome -484,000,000 -168,570,000 22.2 368,550,000 4,193,000,000 0001378992 0000717605 0000100790
13 remainder_ComprehensiveNetIncome -1,142,000,000 -379,000,000 -1,040 11,706,600 83,400,000 0000030554 0001676580 0000007431
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 45,477 2,970,298 385,640,062 11,143,700,000 34,977,000,000 0001740695 0000778164 0001707925
1 Assets 14,215 2,653,157 1,236,164,589 22,390,460,000 86,612,000,000 0001740695 0001673985 0001707925
2 Expenses 47,880 2,255,740 795,501,480 14,094,000,000 31,606,000,000 0001740695 0000084748 0001489393
3 Revenues 0 0 899,148,784 14,262,700,000 34,727,000,000 0001071840 0000084748 0001489393
4 StockholdersEquity -250,168,000 -31,275,098 370,429,002 15,338,310,000 61,050,000,000 0001365916 0000035214 0001666700
5 NetIncome -941,000,000 -98,284,600 19,512,689 1,390,200,000 3,397,000,000 0000030554 0001366744 0001489393
6 ComprehensiveNetIncome -2,083,000,000 -96,402,000 19,498,563 1,066,590,000 2,969,000,000 0000030554 0001366744 0001489393
7 BaseVar 208,289 32,193,775 7,724,279,685 127,404,992,000 263,701,240,000 0001740695 0001604665 0001707925
8 EconomicCapitalRatio -14.8 -7.60 0.855 3.67 10.4 0000922247 0001096056 0001039466

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -13.6 -0.433 0.322 1.60 13.9 0001039466 0000059255 0001413119
1 LiabilitiesNoncurrent -2.19 -0.970 0.109 1.58 2.75 0000922247 0000314227 0001039466
2 remainder_Liabilities -1.61 -0.283 0.0937 0.346 1.61 0001604665 0001350420 0001365916
3 AssetsCurrent -1.87 -1.23 -0.102 0.972 20.5 0001325740 0000060714 0001071840
4 PropertyPlantAndEquipmentNet -3.90 -1.11 -0.0786 0.569 3.52 0000922247 0001282637 0001392380
5 IntangibleAssets -2.28 -0.980 -0.0669 0.602 1.29 0000922247 0001262823 0001039466
6 AssetsNoncurrent -1.55 -0.728 -0.0572 0.497 1.00 0000922247 0000915389 0000002969
7 remainder_Assets -0.379 -0.0806 0.00187 0.279 1.28 0000110621 0001424844 0001120970
8 CostOfRevenue -10.2 -8.54 -0.512 4.04 6.22 0001181749 0000059255 0000310142
9 SellingGeneralAndAdministrativeExpense -8.21 -4.02 0.304 3.55 4.13 0000922247 0001096056 0001181749
10 remainder_Expenses -10.7 -4.27 0.712 2.93 3.27 0001740695 0001262823 0001325740
11 remainder_Revenues -7.73 -3.25 1.24 4.08 4.88 0000100790 0000079879 0001181749
12 remainder_NetIncome -3.43 -1.19 -0.434 1.11 11.1 0001365916 0000891014 0001039466
13 remainder_ComprehensiveNetIncome -0.351 -0.176 0.0252 0.161 0.498 0000002969 0001365916 0000007431
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -18.1 -0.867 0.560 2.33 12.7 0001371128 0001350420 0001413119
1 Assets -4.32 -2.56 -0.114 1.51 11.6 0000922247 0001122976 0001071840
2 Expenses -7.89 -2.94 0.158 1.42 5.60 0000922247 0000110621 0001039466
3 Revenues -7.73 -3.25 1.24 4.08 4.88 0000100790 0000079879 0001181749
4 StockholdersEquity -4.08 -2.31 -0.260 1.68 2.50 0001039466 0001530804 0001071840
5 NetIncome -14.4 -5.69 0.840 2.74 14.0 0000922247 0001012100 0001039466
6 ComprehensiveNetIncome -14.4 -5.67 0.838 2.71 14.1 0000922247 0001262823 0001039466
7 BaseVar nan nan nan nan nan 0000002969 0001156174 0000002969
8 EconomicCapitalRatio -15.2 -7.97 0.478 3.30 10.0 0000922247 0001096056 0001039466

2020

Logs

warning 12 × Similarly named company. Duplicate? None
0001655075 0001008654 0001012100 0001350420 0001463258 0001604665 0001286964 0001359687 0001366744 0001371451 0001424844 0001635650
warning 2 × Missing logo subcommand.report
0000860131 0001156174
warning 2 × Ignoring company because Assets is zero pre-agg
0001598924 0001342219
warning 1 × Too many companies have an ECR > 400% check_abs_values
{'quantile_005_val': 4.278432373238416}
warning 1 × Too many companies have an ECR < -100% check_abs_values
{'quantile_095_val': -8.258868673090568}
warning 1 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
0000860131
warning 1 × Expenses in unusual place in relation to revenue input.sec.calculation_linkbase.edgar_model_mapping
0000860131

Diagrams

Calculation Linkbase Overview

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

Absolute xval/yval quantiles

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent 0 1,027,972 143,797,008 4,784,050,000 13,740,000,000 0001366744 0001782754 0001707925
1 LiabilitiesNoncurrent 0 0 28,930,740 7,936,400,000 17,671,000,000 0000060714 0001635650 0001707925
2 remainder_Liabilities -962,600,000 -72,595,000 0 371,572,850 7,236,000,000 0000002969 0000314227 0001707925
3 AssetsCurrent 3.00 784,727 322,818,613 9,013,715,000 14,768,000,000 0000860131 0001673985 0000030554
4 PropertyPlantAndEquipmentNet 0 100,580 267,157,651 7,379,750,000 28,711,000,000 0000860131 0000084748 0001707925
5 IntangibleAssets 0 0 26,974,834 7,485,550,000 44,385,000,000 0000060714 0000072162 0001707925
6 AssetsNoncurrent 0 40,982 32,020,869 2,635,513,150 50,042,000,000 0000860131 0000060714 0001666700
7 remainder_Assets -41,388,000,000 -187,755,198 1,052,371 683,057,400 1,823,000,000 0001666700 0001424844 0001530804
8 CostOfRevenue 0 0 421,108,761 8,626,100,000 24,359,000,000 0000310142 0001655075 0001489393
9 SellingGeneralAndAdministrativeExpense 0 0 75,334,984 2,324,900,000 4,185,000,000 0000038264 0001200375 0000030554
10 remainder_Expenses -19,200,000 0 29,200,152 1,580,900,000 6,042,000,000 0000717605 0000738214 0001707925
11 remainder_Revenues 0 0 898,158,217 13,949,250,000 27,753,000,000 0000748790 0001782754 0001489393
12 remainder_NetIncome -466,000,000 -104,825,350 34,349 387,450,000 2,529,000,000 0001378992 0001532595 0001707925
13 remainder_ComprehensiveNetIncome -264,000,000 -110,334,900 0 134,065,000 1,432,000,000 0000079879 0001604627 0001666700
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 71,844 3,710,256 295,151,409 12,877,740,000 38,647,000,000 0000860131 0001101302 0001707925
1 Assets 3.00 1,219,568 1,241,988,504 26,703,675,000 88,229,000,000 0000860131 0001673985 0001707925
2 Expenses 78,902 4,170,484 751,289,287 12,976,850,000 26,677,000,000 0000860131 0000084748 0001489393
3 Revenues 0 0 898,158,217 13,949,250,000 27,753,000,000 0000748790 0001782754 0001489393
4 StockholdersEquity -204,700,000 -31,393,262 439,935,139 14,336,085,000 66,205,000,000 0001008654 0000035214 0001666700
5 NetIncome -770,000,000 -114,941,700 15,526,502 1,126,950,000 5,002,000,000 0000814453 0000072162 0001707925
6 ComprehensiveNetIncome -726,000,000 -122,571,550 10,571,684 1,340,800,000 5,126,000,000 0000814453 0001120970 0001707925
7 BaseVar 324,705 22,003,030 6,900,279,411 118,404,399,000 263,515,560,000 0000860131 0000778164 0001707925
8 EconomicCapitalRatio -19.0 -8.26 0.986 4.28 5.74 0000860131 0001257640 0001120970

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -2.66 -0.230 0.297 1.82 61.4 0001635650 0000038264 0000860131
1 LiabilitiesNoncurrent -2.94 -0.944 0.0900 1.88 5.73 0000860131 0001121702 0001549145
2 remainder_Liabilities -1.78 -0.421 0.156 0.650 1.62 0000748790 0000717605 0001365916
3 AssetsCurrent -5.65 -1.20 -0.116 2.20 17.9 0000860131 0001366744 0001071840
4 PropertyPlantAndEquipmentNet -4.70 -1.68 -0.0834 0.557 1.93 0000860131 0001282637 0000060714
5 IntangibleAssets -2.62 -0.770 -0.0461 0.585 1.37 0000860131 0000059255 0001782754
6 AssetsNoncurrent -2.00 -0.386 -0.0549 0.744 1.11 0000860131 0001366744 0001567771
7 remainder_Assets -0.815 -0.274 -0.0105 0.205 0.436 0001120970 0000060714 0001365916
8 CostOfRevenue -9.92 -7.28 -0.416 3.03 5.68 0001352081 0001012100 0000310142
9 SellingGeneralAndAdministrativeExpense -6.04 -3.44 0.423 2.93 4.17 0001071840 0000915389 0001352081
10 remainder_Expenses -14.5 -4.74 0.879 2.81 3.72 0000860131 0000891014 0001352081
11 remainder_Revenues -6.71 -3.36 0.765 4.05 5.31 0000860131 0000059255 0001352081
12 remainder_NetIncome -5.60 -0.736 0.0312 0.488 5.50 0001567771 0000310142 0001120970
13 remainder_ComprehensiveNetIncome -0.472 -0.230 -0.0243 0.214 1.29 0001096056 0001156174 0000007431
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -2.49 -0.727 0.344 4.15 16.9 0001635650 0001782754 0000860131
1 Assets -10.2 -3.12 -0.108 2.09 8.31 0000860131 0001532595 0001071840
2 Expenses -8.12 -2.91 0.211 1.24 2.47 0000860131 0001604028 0001120970
3 Revenues -6.71 -3.36 0.765 4.05 5.31 0000860131 0000059255 0001352081
4 StockholdersEquity -4.08 -2.19 -0.293 1.69 2.33 0000860131 0001257640 0001392380
5 NetIncome -14.8 -6.59 1.31 3.66 5.62 0000860131 0001371451 0000314227
6 ComprehensiveNetIncome -14.8 -6.75 1.30 3.65 5.59 0000860131 0001519061 0000314227
7 BaseVar nan nan nan nan nan 0000002969 0001156174 0000002969
8 EconomicCapitalRatio -19.2 -8.41 0.840 4.13 5.59 0000860131 0001257640 0001120970

2021

Logs

error 1 × Unusually strong effect check_effects
{'var_name': 'CostOfRevenue', 'quantile_value': '-10.4', 'quantile': 0.05}
warning 12 × Similarly named company. Duplicate? None
0001655075 0001008654 0001012100 0001350420 0001463258 0001604665 0001676580 0001359687 0001366744 0001371451 0001424844 0001635650
warning 3 × Missing logo subcommand.report
0000860131 0001598924 0001156174
warning 1 × Too many companies have an ECR > 400% check_abs_values
{'quantile_005_val': 4.279796059890032}
warning 1 × Too many companies have an ECR < -100% check_abs_values
{'quantile_095_val': -6.986554908944519}
warning 1 × Ignoring company because Assets is zero pre-agg
0001342219

Diagrams

Calculation Linkbase Overview

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

Absolute xval/yval quantiles

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent 1,780 669,950 138,154,266 5,273,300,000 13,643,000,000 0001371128 0000069488 0001707925
1 LiabilitiesNoncurrent 0 0 23,347,015 8,686,700,000 15,523,000,000 0000060714 0001779020 0001707925
2 remainder_Liabilities -1,974,000,000 -106,075,500 0 387,991,193 6,998,000,000 0001666700 0000060714 0001707925
3 AssetsCurrent 0 563,407 322,051,356 7,935,900,000 15,546,000,000 0001039466 0000007431 0000030554
4 PropertyPlantAndEquipmentNet 0 26,597 231,202,584 6,860,361,600 26,003,000,000 0001039466 0001655075 0001707925
5 IntangibleAssets 0 0 26,944,747 7,378,000,000 40,840,000,000 0000060714 0001026655 0001707925
6 AssetsNoncurrent 0 0 34,066,059 2,443,204,700 30,676,000,000 0000860131 0001257640 0001666700
7 remainder_Assets -28,020,000,000 -45,586,693 441,388 779,700,000 1,732,000,000 0001666700 0001413119 0001530804
8 CostOfRevenue 0 0 426,387,198 10,179,400,000 37,397,000,000 0000310142 0001833197 0001489393
9 SellingGeneralAndAdministrativeExpense 0 0 91,213,907 2,213,002,600 4,396,000,000 0000038264 0001309402 0000030554
10 remainder_Expenses -150,000,000 0 21,796,269 1,557,800,000 6,190,000,000 0000915389 0000084748 0001707925
11 remainder_Revenues 0 0 650,814,587 15,474,500,000 46,173,000,000 0001039466 0001655075 0001489393
12 remainder_NetIncome -734,000,000 -119,848,000 32,634 491,650,000 4,968,000,000 0000915389 0001549145 0001666700
13 remainder_ComprehensiveNetIncome -358,000,000 -71,310,000 0 128,793,700 608,400,000 0001707925 0001635650 0000002969
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 1,780 867,781 317,968,362 14,508,920,000 36,164,000,000 0001371128 0001655075 0001707925
1 Assets 24,205 1,055,564 839,545,748 26,308,380,000 81,605,000,000 0001598924 0001779020 0001707925
2 Expenses 150,211 1,871,754 725,339,378 14,868,400,000 41,082,000,000 0001532595 0000069488 0001489393
3 Revenues 0 0 650,814,587 15,474,500,000 46,173,000,000 0001039466 0001655075 0001489393
4 StockholdersEquity -207,100,000 -4,146,149 381,563,175 13,626,200,000 45,441,000,000 0001008654 0001830033 0001707925
5 NetIncome -271,792,000 -58,582,700 40,388,101 2,052,600,000 7,652,000,000 0001365916 0001635650 0001707925
6 ComprehensiveNetIncome -276,363,000 -63,909,500 43,595,274 2,027,600,000 7,294,000,000 0001365916 0000060714 0001707925
7 BaseVar 1,621,084 13,238,633 5,832,345,565 135,801,902,000 343,751,240,000 0001532595 0000069488 0001489393
8 EconomicCapitalRatio -16.6 -6.99 1.32 4.28 25.3 0001648087 0001026655 0001371128

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -1.88 -0.245 0.285 5.36 26.3 0001532595 0000790051 0001039466
1 LiabilitiesNoncurrent -2.32 -0.966 0.0180 2.72 20.0 0001648087 0001121702 0001371128
2 remainder_Liabilities -2.94 -0.956 0.189 1.16 13.7 0001413119 0001012100 0001371128
3 AssetsCurrent -4.32 -1.16 -0.0677 6.10 18.0 0001648087 0000896622 0001371128
4 PropertyPlantAndEquipmentNet -5.03 -1.64 -0.0969 0.839 17.9 0001648087 0001758021 0001371128
5 IntangibleAssets -2.84 -0.899 -0.00405 0.800 14.9 0001648087 0001306830 0001371128
6 AssetsNoncurrent -2.45 -0.541 -0.0725 0.704 14.0 0001648087 0000748790 0001371128
7 remainder_Assets -0.835 -0.244 0.00212 0.417 1.39 0001120970 0000891014 0001371128
8 CostOfRevenue -14.0 -10.4 -0.841 3.30 62.6 0001352081 0000814453 0001371128
9 SellingGeneralAndAdministrativeExpense -7.97 -3.42 0.562 4.88 21.6 0001039466 0000002969 0001371128
10 remainder_Expenses -86.9 -5.02 1.09 4.54 6.04 0001371128 0000891014 0001366744
11 remainder_Revenues -91.3 -4.22 1.26 6.21 10.9 0001371128 0000035214 0001366744
12 remainder_NetIncome -6.80 -0.871 0.0496 1.01 138 0001413119 0001071840 0001371128
13 remainder_ComprehensiveNetIncome -0.618 -0.214 -0.0410 0.306 3.03 0001371128 0001071840 0001042187
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -1.82 -0.728 0.369 5.28 24.5 0001635650 0001122976 0001371128
1 Assets -9.53 -2.29 -0.0348 4.29 20.6 0001648087 0001096056 0001371128
2 Expenses -6.87 -3.91 0.334 1.45 2.25 0001676580 0000100790 0001042187
3 Revenues -91.3 -4.22 1.26 6.21 10.9 0001371128 0000035214 0001366744
4 StockholdersEquity -16.2 -2.89 -0.522 1.38 2.10 0001371128 0001321646 0001071840
5 NetIncome -12.8 -7.83 1.78 6.54 43.5 0001676580 0001321646 0001371128
6 ComprehensiveNetIncome -12.9 -7.86 1.77 6.41 42.9 0001648087 0000002969 0001371128
7 BaseVar nan nan nan nan nan 0000002969 0001206942 0000002969
8 EconomicCapitalRatio -17.4 -7.71 0.602 3.56 24.5 0001648087 0001026655 0001371128

2022

Logs

error 3 × Unusually strong effect check_effects
{'var_name': 'NetIncome', 'quantile_value': '-12.6', 'quantile': 0.05}
{'var_name': 'ComprehensiveNetIncome', 'quantile_value': '-12.6', 'quantile': 0.05}
{'var_name': 'EconomicCapitalRatio', 'quantile_value': '-13.9', 'quantile': 0.05}
warning 7 × Similarly named company. Duplicate? None
0001008654 0001012100 0001604665 0001371451 0001424844 0001676580 0001635650
warning 1 × Too many companies have an ECR > 400% check_abs_values
{'quantile_005_val': 4.832877465631874}
warning 1 × Too many companies have an ECR < -100% check_abs_values
{'quantile_095_val': -14.944850566606593}
warning 1 × Missing logo subcommand.report
0001156174
warning 1 × Ignoring company because Assets is zero pre-agg
0001342219

Diagrams

Calculation Linkbase Overview

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

Absolute xval/yval quantiles

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent 49.0 1,114,637 143,922,904 5,039,950,000 16,479,000,000 0001371128 0000069488 0001707925
1 LiabilitiesNoncurrent 0 0 58,667,278 9,096,330,000 14,993,000,000 0000060714 0000778164 0001707925
2 remainder_Liabilities -1,247,400,000 -403,025,000 0 415,272,850 6,799,000,000 0000002969 0000100790 0001707925
3 AssetsCurrent 0 4,079,754 386,379,346 9,016,650,000 16,795,000,000 0001039466 0001392380 0000030554
4 PropertyPlantAndEquipmentNet 0 31,554 483,855,780 7,665,898,350 23,548,000,000 0000314227 0001257640 0001707925
5 IntangibleAssets 0 0 52,989,702 9,731,750,000 38,237,000,000 0000060714 0001096056 0001707925
6 AssetsNoncurrent 0 809 68,717,267 3,520,252,700 24,354,000,000 0001039466 0001120970 0001666700
7 remainder_Assets -22,158,000,000 -584,744,976 894,401 958,950,000 1,934,000,000 0001666700 0000314227 0001530804
8 CostOfRevenue 0 0 585,208,643 11,377,250,000 43,847,000,000 0000922247 0000069488 0001489393
9 SellingGeneralAndAdministrativeExpense 0 0 125,695,221 2,016,500,000 4,389,000,000 0000038264 0001200375 0000030554
10 remainder_Expenses -26,379,000 0 54,285,558 1,542,100,000 6,564,000,000 0001365916 0001673985 0001707925
11 remainder_Revenues 0 0 1,103,995,196 16,541,450,000 50,451,000,000 0001039466 0000007431 0001489393
12 remainder_NetIncome -308,000,000 -108,485,000 983 519,780,000 5,122,000,000 0001378992 0000314227 0001666700
13 remainder_ComprehensiveNetIncome -1,280,600,000 -240,437,150 0 76,380,000 424,000,000 0000002969 0001604665 0001489393
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 49.0 2,674,262 477,714,216 13,883,750,000 38,271,000,000 0001371128 0001833197 0001707925
1 Assets 124,901 4,442,184 1,124,397,302 31,320,180,000 79,658,000,000 0001039466 0001604665 0001707925
2 Expenses 1,367,649 4,314,458 1,056,520,302 14,744,050,000 46,519,000,000 0001039466 0000007431 0001489393
3 Revenues 0 0 1,103,995,196 16,541,450,000 50,451,000,000 0001039466 0000007431 0001489393
4 StockholdersEquity -467,710,000 -4,030,903 466,234,639 23,705,650,000 41,387,000,000 0001365916 0001830033 0001707925
5 NetIncome -543,371,000 -150,861,000 67,852,202 2,530,158,950 8,294,000,000 0001365916 0001782754 0001707925
6 ComprehensiveNetIncome -539,855,000 -140,784,550 63,009,388 2,341,421,800 7,560,000,000 0001365916 0000814453 0001707925
7 BaseVar 8,731,844 26,241,966 9,571,306,381 142,954,610,000 378,181,920,000 0001039466 0000007431 0001489393
8 EconomicCapitalRatio -49.4 -14.9 1.35 4.83 7.33 0001676580 0000002969 0001352081

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -17.7 -0.378 0.196 2.80 39.6 0001676580 0000717605 0001039466
1 LiabilitiesNoncurrent -17.1 -1.79 0.0490 2.75 10.3 0001676580 0001830033 0001549145
2 remainder_Liabilities -7.43 -1.26 0.190 0.920 1.96 0001676580 0000891014 0001352081
3 AssetsCurrent -5.12 -1.39 -0.0704 2.01 15.3 0001676580 0000060714 0001071840
4 PropertyPlantAndEquipmentNet -23.5 -2.69 -0.139 1.21 2.68 0001676580 0001758021 0000748790
5 IntangibleAssets -15.9 -2.18 -0.0156 0.495 1.53 0001676580 0001306830 0001352081
6 AssetsNoncurrent -13.0 -0.664 -0.0767 1.27 5.10 0001676580 0000717605 0001120970
7 remainder_Assets -1.51 -0.607 0.00358 0.270 0.365 0001549145 0001489393 0001530804
8 CostOfRevenue -14.6 -8.67 -0.747 4.32 13.7 0000778164 0001782754 0001676580
9 SellingGeneralAndAdministrativeExpense -13.2 -5.22 0.726 5.55 7.06 0000922247 0000059255 0001352081
10 remainder_Expenses -43.1 -5.67 1.06 4.48 6.57 0001676580 0000717605 0000778164
11 remainder_Revenues -19.1 -5.79 1.19 6.89 11.1 0001676580 0000007431 0001352081
12 remainder_NetIncome -2.95 -0.887 0.161 1.02 2.59 0001676580 0000814453 0001635650
13 remainder_ComprehensiveNetIncome -0.445 -0.175 0.00958 0.235 0.741 0000002969 0001120970 0001008654
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -27.0 -2.05 0.304 4.84 18.4 0001676580 0001833197 0001039466
1 Assets -33.0 -4.91 -0.0931 3.61 8.25 0001676580 0001200375 0001071840
2 Expenses -23.7 -6.90 0.617 1.41 3.00 0001676580 0001782754 0001635650
3 Revenues -19.1 -5.79 1.19 6.89 11.1 0001676580 0000007431 0001352081
4 StockholdersEquity -3.29 -2.42 -0.344 1.61 2.25 0001039466 0001489393 0001071840
5 NetIncome -45.8 -12.6 2.18 7.38 13.2 0001676580 0001306830 0001352081
6 ComprehensiveNetIncome -45.8 -12.6 2.15 7.44 13.3 0001676580 0000915389 0001352081
7 BaseVar nan nan nan nan nan 0000002969 0001120970 0000002969
8 EconomicCapitalRatio -48.4 -13.9 2.36 5.84 8.34 0001676580 0000002969 0001352081

Estimates

Parameter Value Min Max
PresentValueFactor 7.32 1.0 15.0
BalanceFactor 1.48 0.5 5.0
OCIFactor 1.0 0.5 1.0
HiddenReservesFactor 0.0 0.0 0.0
LLPO_stddev 0.72 0.2 10.0