QA: us_air 2010-2024

Table of Contents

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
0001128281 Saker Aviation Services Inc Saker A NaN NaN 9 NaN 10 10 5 5 2 2 NaN 1 1 1 1 NaN NaN 78.43 NaN 66.66 88.38 97.49 104.07 109.01 103.30 NaN 112.63 127.13 124.72 127.42 NaN NaN NaN NaN 0 -5 0 -3 0 NaN NaN 0 0 0
0001779128 Blade Air Mobility Inc Blade A NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 7 3 5 2 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 88.15 92.35 74.24 91.04 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -4 2 -3
0001158463 Jetblue Airways CORP Jetblue 2 5 6 6 5 7 4 4 4 4 3 6 7 3 3 103.10 97.75 94.88 92.03 95.76 97.82 101.52 104.51 94.23 98.95 84.41 88.43 82.89 86.16 86.94 3 1 0 -1 2 -3 0 0 0 -1 3 1 -4 0
0001498710 Spirit Aviation Holdings Inc Spirit NaN 7 5 4 3 2 2 2 3 1 2 3 4 2 4 NaN 95.01 97.17 103.06 110.10 115.17 111.96 116.65 105.65 108.64 95.26 96.14 92.25 93.35 83.04 NaN -2 -1 -1 -1 0 0 1 -2 1 1 1 -2 2
0000092380 Southwest Airlines CO Southwe 3 8 7 7 7 9 6 6 NaN NaN NaN 4 6 4 5 101.94 90.98 92.86 89.63 89.23 89.31 97.38 103.86 NaN NaN NaN 93.56 86.70 81.66 79.53 5 -1 0 0 2 -3 0 NaN NaN NaN NaN 2 -2 1
0001525221 Bristow Group Inc Bristow NaN NaN NaN 10 11 NaN NaN NaN NaN NaN NaN NaN NaN NaN 6 NaN NaN NaN 65.02 64.61 NaN NaN NaN NaN NaN NaN NaN NaN NaN 63.77 NaN NaN NaN 1 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001743907 Sun Country Airlines Holdings Inc Sun Cou NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 11 10 6 7 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 60.82 54.68 57.21 58.47 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -1 -4 1
0000894081 Air Transport Services Group Inc Air Tra NaN 16 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 8 NaN 52.16 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 58.45 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000027904 Delta AIR Lines INC Delta A 9 19 NaN 8 16 15 12 10 9 7 10 15 11 7 9 34.31 31.59 NaN 66.33 41.68 53.06 55.12 55.32 52.77 54.21 30.22 36.78 40.26 47.45 49.98 10 NaN NaN 8 -1 -3 -2 -1 -2 3 5 -4 -4 2
0001670076 Frontier Group Holdings Inc Frontie NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 14 12 8 10 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 37.53 38.32 38.08 39.43 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -2 -4 2
0001819516 Wheels Up Experience Inc Wheels NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 12 13 9 11 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 57.12 29.23 26.45 25.32 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1 -4 2
0000004515 American Airlines INC America 8 13 13 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 64.84 61.12 60.12 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 5 0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000006201 American Airlines Group Inc America 7 12 10 15 17 14 13 11 11 10 11 NaN NaN NaN NaN 77.68 67.88 69.78 31.34 38.22 53.24 41.14 40.16 33.62 33.89 29.45 NaN NaN NaN NaN 5 -2 5 2 -3 -1 -2 0 -1 1 NaN NaN NaN NaN
0000073887 Bristow Group Inc Bristow 1 1 1 2 1 3 NaN NaN NaN NaN NaN NaN NaN NaN NaN 125.21 125.78 119.55 120.95 114.56 107.02 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0 0 1 -1 2 NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000100517 United Airlines Holdings Inc United 6 14 NaN 11 9 6 9 8 5 6 4 9 NaN NaN NaN 83.14 56.49 NaN 60.96 81.73 104.39 89.77 89.60 90.47 92.48 80.50 84.91 NaN NaN NaN 8 NaN NaN -2 -3 3 -1 -3 1 -2 5 NaN NaN NaN
0000948846 Airtran Holdings INC Airtran 5 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 88.14 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001048911 Fedex CORP Fedex C 4 3 3 3 2 5 3 3 1 3 1 2 2 NaN NaN 101.36 105.88 102.57 108.66 111.15 104.60 104.47 109.41 109.71 101.95 106.90 110.00 106.61 NaN NaN -1 0 0 -1 3 -2 0 -2 2 -2 1 0 NaN NaN
0000230211 Federal Express CORP Federal NaN 4 4 5 4 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 101.88 100.45 94.96 97.50 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0 1 -1 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000350403 PHI Group Inc DE PHI Gro NaN 2 2 1 NaN 1 1 1 8 NaN NaN NaN NaN NaN NaN NaN 122.25 109.56 123.65 NaN 123.56 120.22 120.70 58.28 NaN NaN NaN NaN NaN NaN NaN 0 -1 NaN NaN 0 0 7 NaN NaN NaN NaN NaN NaN
0000701345 US Airways Group INC US Airw NaN 18 16 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 33.61 43.52 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -2 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000816159 AIR Methods CORP AIR Met NaN 15 14 13 12 12 10 NaN NaN NaN NaN NaN NaN NaN NaN NaN 54.69 57.16 56.47 61.85 63.43 58.30 NaN NaN NaN NaN NaN NaN NaN NaN NaN -1 -1 -1 0 -2 NaN NaN NaN NaN NaN NaN NaN NaN
0000914397 Great Lakes Aviation LTD Great L NaN 10 11 9 14 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 72.54 66.96 65.92 54.83 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1 -2 5 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001135185 Atlas AIR Worldwide Holdings INC Atlas A NaN 11 12 12 13 13 11 9 7 8 7 10 9 NaN NaN NaN 68.58 63.50 58.28 57.56 55.70 57.00 60.40 61.62 49.18 62.66 68.58 68.20 NaN NaN NaN 1 0 1 0 -2 -2 -2 1 -1 3 -1 NaN NaN
0001166291 Pinnacle Airlines CORP Pinnacl NaN 6 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 96.50 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001172222 Hawaiian Holdings INC Hawaiia NaN 9 8 NaN 8 8 7 7 6 5 5 8 8 NaN NaN NaN 81.39 81.97 NaN 84.06 91.98 92.96 97.45 89.24 94.74 75.73 88.04 81.27 NaN NaN NaN -1 NaN NaN 0 -1 0 -1 -1 0 3 0 NaN NaN
0001514226 Delta Tucker Holdings Inc Delta T NaN 17 15 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 44.09 46.53 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -2 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000842722 Fuse Science Inc Fuse Sc NaN NaN 18 17 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.00 0.00 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -1 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001539429 CHC Helicopter S A CHC Hel NaN NaN 17 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 43.06 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
0000353184 AIR T INC AIR T I NaN NaN NaN 16 6 4 8 NaN 10 NaN 9 16 NaN NaN NaN NaN NaN NaN 0.00 95.43 104.75 90.15 NaN 52.10 NaN 51.01 36.05 NaN NaN NaN NaN NaN NaN -10 -2 4 NaN NaN NaN NaN 7 NaN NaN NaN
0001159154 Republic Airways Holdings INC Republi NaN NaN NaN 14 15 16 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 43.65 45.22 41.95 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1 1 NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000869187 Baltia AIR Lines INC Baltia NaN NaN NaN NaN 18 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.00 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001614436 Virgin America Inc Virgin NaN NaN NaN NaN NaN 11 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 87.43 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0000899394 Harbor Diversified INC Harbor NaN NaN NaN NaN NaN NaN NaN NaN NaN 9 6 5 5 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 44.04 66.83 92.08 88.59 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -3 -1 0 NaN NaN
0000810332 MESA AIR Group INC MESA AI NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 8 13 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 54.01 55.53 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 5 NaN NaN NaN

PDF reports

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

2010

Logs

warning 12 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 9 × The stock price does not exist industry.us_generic
warning 3 × Missing logo subcommand.report
warning 1 × Ignoring company because ECR is too negative pre-agg

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 166,115,000 346,624,200 4,648,308,000 12,141,000,000 12,645,000,000 0000073887 0001048911 0000100517
1 LiabilitiesNonCurrent 0 0 0 18,543,600,000 30,906,000,000 0000004515 0000100517 0000027904
2 remainder_Liabilities 0 0 0 0 0 0000004515 0000092380 0000004515
3 AssetsCurrent 516,371,000 581,943,000 6,744,075,200 10,149,800,000 12,045,000,000 0000073887 0000004515 0000100517
4 AssetsNoncurrent 22,286,000 50,010,000 715,252,800 2,211,600,000 2,236,000,000 0000073887 0000100517 0000006201
5 PropertyPlantAndEquipmentNet 1,294,020,000 1,464,150,000 12,341,636,000 18,962,200,000 20,307,000,000 0000948846 0000004515 0000027904
6 remainder_Assets 0 45,372,400 1,163,010,400 12,683,000,000 14,543,000,000 0000092380 0000004515 0000027904
7 OperatingExpenses 0 904,718,000 16,781,019,200 25,032,400,000 26,032,000,000 0000073887 0000004515 0001048911
8 DepreciationDepletionAndAmortization 0 23,983,200 935,115,200 1,779,200,000 1,958,000,000 0000073887 0000004515 0001048911
9 remainder_Expenses 190,529,000 211,517,400 1,583,135,200 5,170,000,000 5,456,000,000 0000948846 0000100517 0001048911
10 remainder_Revenues 0 0 1,171,950,704 30,132,000,000 34,734,000,000 0000004515 0000073887 0001048911
11 remainder_NetIncome -723,000,000 -475,400,000 34,389,377 26,685,600,000 30,146,000,000 0000100517 0000073887 0000027904
12 remainder_ComprehensiveNetIncome -1,067,000,000 -640,200,000 0 0 0 0001048911 0000073887 0000004515
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 166,115,000 346,624,200 4,648,308,000 30,432,600,000 42,291,000,000 0000073887 0001048911 0000027904
1 Assets 2,179,348,000 2,305,456,800 22,423,984,000 41,752,000,000 43,188,000,000 0000948846 0000004515 0000027904
2 Expenses 1,088,826,000 1,658,208,400 21,827,109,600 31,888,800,000 33,446,000,000 0000073887 0000006201 0001048911
3 Revenues 0 0 1,171,950,704 30,132,000,000 34,734,000,000 0000004515 0000073887 0001048911
4 StockholdersEquity 897,000,000 1,162,984,000 11,208,760,000 24,274,600,000 26,953,000,000 0000027904 0000004515 0000100517
5 NetIncome -471,000,000 -470,200,000 113,606,604 1,088,400,000 1,184,000,000 0000006201 0000073887 0001048911
6 ComprehensiveNetIncome -471,000,000 -470,200,000 113,606,604 827,200,000 945,000,000 0000006201 0000073887 0000092380
7 BaseVar 2,475,941,000 3,084,872,000 38,525,517,600 63,333,000,000 72,589,000,000 0000073887 0000006201 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability 0.0275 0.179 0.754 1.12 1.22 0000027904 0000948846 0000073887
9 EconomicCapitalRatio 0.343 0.465 0.881 1.16 1.25 0000027904 0000948846 0000073887

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.179 -0.155 0.0318 0.188 0.189 0000004515 0000092380 0000073887
1 LiabilitiesNonCurrent -0.472 -0.261 0.0743 0.109 0.120 0000027904 0001158463 0001048911
2 remainder_Liabilities 0 0 0 0 0 0000004515 0000092380 0000004515
3 AssetsCurrent -0.0739 -0.0499 -0.000671 0.0193 0.0274 0000027904 0000006201 0000100517
4 AssetsNoncurrent -0.0171 -0.0128 -0.00136 0.0171 0.0187 0000027904 0000073887 0000004515
5 PropertyPlantAndEquipmentNet -0.121 -0.0971 -0.0273 0.0500 0.0654 0000027904 0000100517 0001158463
6 remainder_Assets -0.0284 -0.0262 -0.0128 0.0479 0.0565 0000004515 0001048911 0000100517
7 OperatingExpenses -0.418 -0.417 -0.0440 0.385 0.533 0000948846 0001158463 0000073887
8 DepreciationDepletionAndAmortization -0.0426 -0.0300 -0.00158 0.0293 0.0380 0001048911 0000004515 0000073887
9 remainder_Expenses -0.565 -0.414 0.0299 0.136 0.142 0000073887 0000027904 0000948846
10 remainder_Revenues -0.569 -0.562 0.190 0.685 0.752 0000006201 0000100517 0001048911
11 remainder_NetIncome -0.674 -0.631 -0.336 0.441 0.473 0001048911 0000100517 0000006201
12 remainder_ComprehensiveNetIncome -0.0248 -0.0143 0.00189 0.00226 0.00237 0001048911 0000004515 0000948846
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.448 -0.309 0.110 0.266 0.271 0000027904 0001158463 0001048911
1 Assets -0.0966 -0.0868 -0.0248 0.0529 0.0584 0000027904 0000006201 0001158463
2 Expenses -0.431 -0.345 -0.0148 0.122 0.140 0001048911 0000092380 0000073887
3 Revenues -0.569 -0.562 0.190 0.685 0.752 0000006201 0000100517 0001048911
4 StockholdersEquity -0.399 -0.315 -0.0569 0.351 0.429 0000027904 0000006201 0000073887
5 NetIncome -0.0405 -0.0401 -0.00864 0.0520 0.0521 0000004515 0000948846 0000092380
6 ComprehensiveNetIncome -0.0387 -0.0383 -0.00625 0.0540 0.0541 0000004515 0000948846 0000092380
7 BaseVar nan nan nan nan nan 0000004515 0000092380 0000004515
8 EconomicCapitalRatiobeforeLimitedLiability -0.519 -0.396 0.0199 0.302 0.391 0000027904 0000948846 0000073887
9 EconomicCapitalRatio -0.523 -0.401 0.0151 0.297 0.386 0000027904 0000948846 0000073887

2011

Logs

error 2 × No matching role found input.sec.calculation_linkbase.expand_agg
warning 16 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 14 × No stock price available subcommand.plot
warning 11 × The stock price does not exist industry.us_generic
warning 9 × Missing logo subcommand.report
warning 3 × Similarly named company. Duplicate? None
warning 1 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 1 × Ignoring company because Expenses is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 11,749,314 43,248,131 634,660,734 11,524,700,000 12,701,000,000 0000914397 0001514226 0000027904
1 LiabilitiesNonCurrent 0 0 0 15,247,000,000 32,194,000,000 0000004515 0001498710 0000027904
2 remainder_Liabilities 0 0 0 570,071,300 896,045,000 0000004515 0000092380 0001514226
3 AssetsCurrent 26,859,735 122,251,874 923,880,700 8,556,200,000 10,997,000,000 0000914397 0001514226 0000100517
4 AssetsNoncurrent 0 0 228,070,578 2,759,100,000 10,572,000,000 0001135185 0000701345 0000100517
5 PropertyPlantAndEquipmentNet 23,210,000 23,996,600 1,772,169,812 16,799,400,000 20,223,000,000 0001498710 0000073887 0000027904
6 remainder_Assets 0 0 248,945,897 3,547,900,000 14,545,000,000 0000100517 0001135185 0000027904
7 OperatingExpenses 0 0 1,319,768,305 29,442,400,000 31,714,000,000 0000073887 0001172222 0000100517
8 DepreciationDepletionAndAmortization 0 0 91,318,487 1,589,600,000 1,973,000,000 0000073887 0000894081 0001048911
9 remainder_Expenses 14,667,785 92,520,678 545,627,240 5,618,400,000 6,576,000,000 0000914397 0000816159 0001048911
10 remainder_Revenues 0 0 1,232,663,532 37,329,400,000 39,304,000,000 0000004515 0001166291 0001048911
11 remainder_NetIncome -1,206,000,000 -999,900,000 -21,326,543 23,182,600,000 23,278,000,000 0000027904 0001172222 0000004515
12 remainder_ComprehensiveNetIncome -1,209,000,000 -844,500,000 0 11,300,000 113,000,000 0000006201 0000894081 0000230211
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 46,748,000 47,551,214 1,412,260,885 26,771,700,000 44,895,000,000 0000350403 0001158463 0000027904
1 Assets 83,777,500 679,609,450 2,683,266,163 38,539,100,000 43,499,000,000 0000914397 0000073887 0000027904
2 Expenses 124,755,662 494,260,866 3,792,399,936 35,537,600,000 37,739,000,000 0000914397 0001514226 0001048911
3 Revenues 0 0 1,232,663,532 37,329,400,000 39,304,000,000 0000004515 0001166291 0001048911
4 StockholdersEquity -1,396,000,000 -107,076,664 1,141,503,120 15,946,500,000 22,503,000,000 0000027904 0001135185 0001048911
5 NetIncome -1,979,000,000 -1,966,400,000 71,009,806 913,800,000 1,452,000,000 0000006201 0000701345 0001048911
6 ComprehensiveNetIncome -2,583,500,000 -2,026,850,000 71,009,806 908,300,000 1,397,000,000 0000006201 0000701345 0001048911
7 BaseVar 195,808,776 958,445,578 5,553,470,300 69,507,000,000 78,885,000,000 0000914397 0001514226 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -0.00121 0.0182 0.520 1.19 1.23 0000027904 0000914397 0000073887
9 EconomicCapitalRatio 0.316 0.334 0.726 1.23 1.26 0000027904 0000914397 0000073887

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.218 -0.138 0.0132 0.123 0.169 0000004515 0001166291 0000350403
1 LiabilitiesNonCurrent -0.419 -0.375 0.125 0.195 0.203 0000027904 0000092380 0001048911
2 remainder_Liabilities -0.396 -0.361 0.0548 0.101 0.106 0000816159 0000006201 0001048911
3 AssetsCurrent -0.0671 -0.0557 -0.00129 0.0224 0.0802 0000027904 0000004515 0001498710
4 AssetsNoncurrent -0.0376 -0.0346 -0.00500 0.0472 0.121 0000701345 0000092380 0000100517
5 PropertyPlantAndEquipmentNet -0.300 -0.201 -0.0176 0.114 0.122 0001514226 0000230211 0001135185
6 remainder_Assets -0.0477 -0.0396 -0.00843 0.0524 0.133 0000100517 0001048911 0001514226
7 OperatingExpenses -0.573 -0.556 -0.143 0.508 0.550 0000230211 0000004515 0000350403
8 DepreciationDepletionAndAmortization -0.0499 -0.0393 -0.00341 0.0382 0.0394 0000894081 0001166291 0000350403
9 remainder_Expenses -1.26 -0.735 0.128 0.250 0.255 0001514226 0001048911 0000092380
10 remainder_Revenues -0.936 -0.860 0.103 0.634 0.638 0000006201 0000350403 0000230211
11 remainder_NetIncome -0.318 -0.313 -0.193 0.542 0.584 0001048911 0000027904 0001158463
12 remainder_ComprehensiveNetIncome -0.0231 -0.00934 0.00176 0.00327 0.00716 0000006201 0000092380 0000230211
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.407 -0.286 0.0571 0.341 0.346 0000027904 0000006201 0001048911
1 Assets -0.246 -0.242 -0.0278 0.0793 0.0819 0001514226 0001172222 0001158463
2 Expenses -0.405 -0.403 -0.0365 0.199 0.225 0000230211 0001166291 0000816159
3 Revenues -0.936 -0.860 0.103 0.634 0.638 0000006201 0000350403 0000230211
4 StockholdersEquity -0.455 -0.411 -0.00408 0.513 0.527 0000701345 0001135185 0000073887
5 NetIncome -0.0987 -0.0952 0.00000425 0.0871 0.0877 0000006201 0000027904 0000914397
6 ComprehensiveNetIncome -0.122 -0.0960 0.00000491 0.0894 0.0898 0000006201 0000027904 0000914397
7 BaseVar nan nan nan nan nan 0000004515 0000816159 0000004515
8 EconomicCapitalRatiobeforeLimitedLiability -0.453 -0.434 -0.0431 0.457 0.489 0000027904 0000914397 0000073887
9 EconomicCapitalRatio -0.453 -0.434 -0.0430 0.458 0.489 0000027904 0000914397 0000073887

2012

Logs

error 1 × No matching role found input.sec.calculation_linkbase.expand_agg
warning 16 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 13 × No stock price available subcommand.plot
warning 12 × The stock price does not exist industry.us_generic
warning 9 × Missing logo subcommand.report
warning 4 × Similarly named company. Duplicate? None
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because Expenses is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 1,184,615 2,270,855 591,620,099 9,696,100,000 11,918,000,000 0000842722 0001172222 0000004515
1 LiabilitiesNonCurrent 0 0 0 2,101,530,250 5,303,000,000 0000004515 0000230211 0000701345
2 remainder_Liabilities 0 0 0 671,183,800 832,575,000 0000004515 0000092380 0001514226
3 AssetsCurrent 573,979 2,955,051 684,909,913 7,369,600,000 9,056,000,000 0000842722 0000073887 0001048911
4 AssetsNoncurrent 0 0 48,196,686 2,132,150,000 2,167,000,000 0001128281 0001514226 0000006201
5 PropertyPlantAndEquipmentNet 93,880 1,870,786 1,396,858,397 13,738,350,000 17,248,000,000 0000842722 0000073887 0001048911
6 remainder_Assets -93,880 -14,082 326,198,654 1,339,800,000 2,387,000,000 0000842722 0001498710 0001048911
7 OperatingExpenses 0 0 773,682,424 22,805,550,000 30,912,000,000 0000073887 0001498710 0001048911
8 DepreciationDepletionAndAmortization 0 0 66,446,849 1,506,950,000 2,113,000,000 0000073887 0000816159 0001048911
9 remainder_Expenses 7,495,221 9,672,814 638,618,714 5,151,250,000 7,578,000,000 0000842722 0000816159 0001048911
10 remainder_Revenues 0 0 1,330,760,424 28,303,100,000 42,680,000,000 0000004515 0000073887 0001048911
11 remainder_NetIncome -219,000,000 -71,100,000 -1,844,855 24,474,450,000 24,511,000,000 0000701345 0001128281 0000006201
12 remainder_ComprehensiveNetIncome -2,403,000,000 -520,250,000 0 984,450,000 987,000,000 0001048911 0000842722 0000004515
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 1,184,615 3,259,461 1,566,622,165 9,696,100,000 11,918,000,000 0000842722 0001158463 0000004515
1 Assets 799,615 7,290,028 2,728,213,948 24,468,950,000 29,903,000,000 0000842722 0000073887 0001048911
2 Expenses 7,495,221 14,977,761 1,819,522,371 28,525,350,000 40,603,000,000 0000842722 0001172222 0001048911
3 Revenues 0 0 1,330,760,424 28,303,100,000 42,680,000,000 0000004515 0000073887 0001048911
4 StockholdersEquity -385,000 4,030,567 1,108,581,937 15,754,450,000 24,529,000,000 0000842722 0001172222 0001048911
5 NetIncome -1,926,000,000 -1,883,500,000 59,259,407 991,600,000 2,032,000,000 0000004515 0000073887 0001048911
6 ComprehensiveNetIncome -1,432,500,000 -1,391,275,000 49,035,610 731,475,000 830,500,000 0000004515 0000073887 0001048911
7 BaseVar 6,587,513 20,269,374 4,130,144,663 46,063,775,000 60,504,000,000 0000842722 0001539429 0001048911
8 EconomicCapitalRatiobeforeLimitedLiability -11.4 -1.60 0.544 1.06 1.16 0000842722 0001128281 0000073887
9 EconomicCapitalRatio 0.000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000614 0.366 0.741 1.11 1.20 0000842722 0001128281 0000073887

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.225 -0.154 0.0252 0.127 0.130 0000004515 0001514226 0000914397
1 LiabilitiesNonCurrent -0.416 -0.368 0.0883 0.136 0.141 0001135185 0000350403 0001048911
2 remainder_Liabilities -0.463 -0.304 0.0615 0.106 0.109 0000816159 0001158463 0001048911
3 AssetsCurrent -0.0414 -0.0317 -0.00604 0.0351 0.0740 0001539429 0000004515 0001498710
4 AssetsNoncurrent -0.0231 -0.0201 -0.00159 0.0285 0.0631 0001514226 0000350403 0001539429
5 PropertyPlantAndEquipmentNet -0.275 -0.155 0.000851 0.135 0.162 0001514226 0000006201 0001135185
6 remainder_Assets -0.0547 -0.0380 -0.00547 0.120 0.150 0000914397 0000842722 0001514226
7 OperatingExpenses -0.796 -0.771 -0.285 0.442 0.572 0001498710 0001158463 0001128281
8 DepreciationDepletionAndAmortization -0.0477 -0.0401 -0.00500 0.0303 0.0428 0001048911 0000842722 0001128281
9 remainder_Expenses -1.44 -1.09 0.265 0.482 0.501 0001128281 0000004515 0001498710
10 remainder_Revenues -0.846 -0.780 0.149 0.696 0.712 0000006201 0000701345 0001048911
11 remainder_NetIncome -0.332 -0.323 -0.208 0.572 0.633 0001048911 0000073887 0001158463
12 remainder_ComprehensiveNetIncome -0.0514 -0.0205 0.00129 0.0216 0.0219 0001048911 0000350403 0000004515
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.308 -0.291 0.0319 0.284 0.309 0001539429 0001172222 0001048911
1 Assets -0.229 -0.159 -0.00391 0.109 0.136 0001514226 0000842722 0001135185
2 Expenses -0.317 -0.256 0.0157 0.265 0.319 0001128281 0000092380 0001135185
3 Revenues -0.846 -0.780 0.149 0.696 0.712 0000006201 0000701345 0001048911
4 StockholdersEquity -0.391 -0.358 0.000700 0.432 0.518 0001514226 0000006201 0000073887
5 NetIncome -0.119 0.0352 0.157 0.277 0.293 0000842722 0000092380 0001498710
6 ComprehensiveNetIncome -0.117 0.0472 0.155 0.279 0.295 0000842722 0000073887 0001498710
7 BaseVar nan nan nan nan nan 0000004515 0000816159 0000004515
8 EconomicCapitalRatiobeforeLimitedLiability -0.314 0.0520 0.427 0.797 0.882 0000842722 0001128281 0000073887
9 EconomicCapitalRatio -0.738 -0.372 0.00336 0.373 0.458 0000842722 0001128281 0000073887

2013

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 17 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 14 × The stock price does not exist industry.us_generic
warning 9 × No stock price available subcommand.plot
warning 7 × Missing logo subcommand.report
warning 2 × Similarly named company. Duplicate? None
warning 2 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 2 × Ignoring company because Expenses is zero pre-agg
warning 2 × Ignoring company because Assets is zero pre-agg
warning 1 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 2,055,136 6,700,124 417,227,808 13,875,200,000 14,152,000,000 0000842722 0001135185 0000027904
1 LiabilitiesNonCurrent 0 0 0 27,406,200,000 31,203,000,000 0000073887 0001498710 0000006201
2 remainder_Liabilities 0 0 0 1,005,874,400 2,251,700,000 0000006201 0001498710 0001159154
3 AssetsCurrent 1,423,730 21,881,792 649,117,693 11,883,800,000 14,323,000,000 0000842722 0001498710 0000006201
4 AssetsNoncurrent 0 0 51,637,930 3,851,800,000 10,063,000,000 0001135185 0001498710 0000100517
5 PropertyPlantAndEquipmentNet 143,447 2,806,721 2,564,024,584 19,778,000,000 21,854,000,000 0000842722 0001159154 0000027904
6 remainder_Assets -143,447 -28,689 253,467,106 9,006,400,000 19,444,000,000 0000842722 0001159154 0000027904
7 OperatingExpenses 0 0 498,304,842 31,820,600,000 33,431,000,000 0000073887 0001135185 0000100517
8 DepreciationDepletionAndAmortization 0 0 32,023,333 1,828,400,000 2,386,000,000 0000073887 0001498710 0001048911
9 remainder_Expenses -4,740,000,000 -942,938,284 741,082,968 7,646,800,000 8,826,000,000 0000027904 0000816159 0001048911
10 remainder_Revenues 0 0 1,346,757,754 39,480,600,000 44,287,000,000 0000006201 0001159154 0001048911
11 remainder_NetIncome -873,000,000 -742,600,000 -4,310,842 9,397,400,000 25,819,000,000 0000027904 0000914397 0000006201
12 remainder_ComprehensiveNetIncome -40,444,000 -8,170,400 2,401,654 2,012,600,000 3,447,000,000 0000073887 0001159154 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 2,055,136 6,700,124 1,874,835,414 41,489,000,000 45,009,000,000 0000842722 0001158463 0000006201
1 Assets 1,645,875 29,172,847 3,272,015,134 44,272,800,000 52,252,000,000 0000842722 0001159154 0000027904
2 Expenses 9,160,912 82,949,151 1,477,611,173 38,124,400,000 42,630,000,000 0000842722 0001498710 0001048911
3 Revenues 0 0 1,346,757,754 39,480,600,000 44,287,000,000 0000006201 0001159154 0001048911
4 StockholdersEquity -2,731,000,000 -546,527,409 1,082,302,331 17,297,000,000 27,817,000,000 0000006201 0000350403 0001048911
5 NetIncome -1,834,000,000 -447,915,503 94,049,298 3,356,800,000 10,540,000,000 0000006201 0001135185 0000027904
6 ComprehensiveNetIncome -1,360,000,000 -353,115,503 95,731,195 4,154,700,000 12,263,500,000 0000006201 0001135185 0000027904
7 BaseVar 12,845,459 60,694,693 4,330,841,630 72,814,200,000 80,657,000,000 0000842722 0001159154 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -11.7 -5.36 0.421 1.18 1.21 0000842722 0000914397 0000350403
9 EconomicCapitalRatio 0.00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000720 0.0000000000311 0.659 1.21 1.24 0000842722 0000914397 0000350403

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.122 -0.114 0.0000283 0.113 0.146 0000092380 0000842722 0000350403
1 LiabilitiesNonCurrent -0.394 -0.364 0.0731 0.183 0.200 0001135185 0000816159 0001048911
2 remainder_Liabilities -0.470 -0.461 0.0812 0.188 0.206 0001159154 0000027904 0001048911
3 AssetsCurrent -0.0458 -0.0381 -0.00968 0.0164 0.0515 0001159154 0000092380 0001498710
4 AssetsNoncurrent -0.0176 -0.0140 -0.00110 0.0306 0.118 0001159154 0000350403 0000100517
5 PropertyPlantAndEquipmentNet -0.0970 -0.0777 -0.000492 0.197 0.282 0001498710 0000353184 0001525221
6 remainder_Assets -0.0500 -0.0450 -0.00233 0.0744 0.115 0000914397 0001159154 0000027904
7 OperatingExpenses -0.805 -0.786 -0.00131 0.398 0.454 0001498710 0000006201 0000350403
8 DepreciationDepletionAndAmortization -0.0547 -0.0467 0.0000000000000199 0.0293 0.0338 0001048911 0000842722 0000350403
9 remainder_Expenses -0.583 -0.370 0.0851 0.426 0.432 0000350403 0001159154 0000092380
10 remainder_Revenues -0.819 -0.712 0.121 0.729 0.771 0000350403 0000027904 0001048911
11 remainder_NetIncome -0.102 -0.0805 -0.0381 0.698 0.923 0000914397 0001159154 0000350403
12 remainder_ComprehensiveNetIncome -0.0156 -0.00830 -0.00261 0.0173 0.0222 0000073887 0001135185 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.335 -0.335 0.000182 0.400 0.403 0000006201 0000842722 0001048911
1 Assets -0.127 -0.0760 0.00837 0.126 0.177 0000914397 0000092380 0001525221
2 Expenses -0.352 -0.335 0.0238 0.314 0.316 0000230211 0000100517 0001525221
3 Revenues -0.819 -0.712 0.121 0.729 0.771 0000350403 0000027904 0001048911
4 StockholdersEquity -0.279 -0.181 0.0000620 0.469 0.502 0000006201 0000353184 0000073887
5 NetIncome -0.589 -0.141 0.291 0.428 0.496 0000353184 0000092380 0001498710
6 ComprehensiveNetIncome -0.596 -0.144 0.288 0.437 0.489 0000353184 0000073887 0001498710
7 BaseVar nan nan nan nan nan 0000006201 0000816159 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.252 -0.252 0.407 0.963 0.985 0000353184 0000914397 0000350403
9 EconomicCapitalRatio -0.695 -0.695 -0.0355 0.520 0.542 0000353184 0000914397 0000350403

2014

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 20 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 14 × The stock price does not exist industry.us_generic
warning 9 × No stock price available subcommand.plot
warning 7 × Missing logo subcommand.report
warning 6 × Similarly named company. Duplicate? None
warning 5 × Ignoring company because Assets is zero pre-agg
warning 2 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 2 × Ignoring company because Expenses is zero pre-agg
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 2,558,719 3,050,674 478,022,117 13,951,600,000 16,879,000,000 0001128281 0001135185 0000027904
1 LiabilitiesNonCurrent 0 0 0 28,332,100,000 28,429,000,000 0000073887 0000914397 0000027904
2 remainder_Liabilities 0 0 0 943,519,800 2,402,300,000 0000006201 0000092380 0001159154
3 AssetsCurrent 210,521 2,925,935 713,255,492 12,164,950,000 12,465,000,000 0000869187 0000073887 0000027904
4 AssetsNoncurrent 0 0 48,010,407 3,369,600,000 9,748,000,000 0000869187 0001498710 0000100517
5 PropertyPlantAndEquipmentNet 2,086,794 2,281,650 2,565,832,153 22,102,250,000 23,084,000,000 0001128281 0001159154 0000006201
6 remainder_Assets 0 0 249,128,510 8,188,900,000 18,717,000,000 0000100517 0001159154 0000027904
7 OperatingExpenses 0 0 1,006,453,717 33,292,350,000 34,762,000,000 0000073887 0001498710 0000006201
8 DepreciationDepletionAndAmortization 0 0 88,298,197 1,893,400,000 2,587,000,000 0000869187 0000073887 0001048911
9 remainder_Expenses 4,920,842 13,175,795 816,002,895 5,419,400,000 9,360,000,000 0000914397 0000816159 0001048911
10 remainder_Revenues 0 0 1,521,640,533 41,142,750,000 45,567,000,000 0000006201 0000073887 0001048911
11 remainder_NetIncome -1,245,000,000 -1,150,650,000 -2,532,601 11,278,200,000 41,613,000,000 0000100517 0001498710 0000006201
12 remainder_ComprehensiveNetIncome -2,527,000,000 -2,232,900,000 -790,254 11,110,000 42,135,000 0000006201 0001498710 0000073887
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 3,515,698 4,456,916 1,410,998,594 42,283,700,000 45,308,000,000 0001128281 0001158463 0000027904
1 Assets 2,845,240 6,126,838 3,446,291,263 45,323,500,000 54,121,000,000 0000869187 0001159154 0000027904
2 Expenses 15,426,433 17,063,017 1,657,356,108 39,384,250,000 43,086,000,000 0000869187 0001498710 0001048911
3 Revenues 0 0 1,521,640,533 41,142,750,000 45,567,000,000 0000006201 0000073887 0001048911
4 StockholdersEquity -1,777,773 2,445,043 1,600,849,777 25,281,950,000 27,758,000,000 0000869187 0001172222 0001048911
5 NetIncome -15,426,433 -8,579,198 145,148,438 2,407,700,000 2,882,000,000 0000869187 0000073887 0000006201
6 ComprehensiveNetIncome -431,500,000 -77,837,468 100,058,510 1,716,750,000 2,273,500,000 0000027904 0001135185 0001048911
7 BaseVar 11,447,343 21,549,073 4,290,012,872 85,192,225,000 90,837,500,000 0000869187 0001159154 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -4.44 -0.608 0.546 1.06 1.10 0000869187 0000100517 0000073887
9 EconomicCapitalRatio 0.00000000000000700 0.325 0.742 1.12 1.15 0000869187 0000100517 0000073887

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.126 -0.118 0.0191 0.151 0.205 0001172222 0001159154 0000353184
1 LiabilitiesNonCurrent -0.414 -0.377 0.100 0.189 0.224 0001135185 0000100517 0000353184
2 remainder_Liabilities -0.467 -0.416 0.124 0.237 0.281 0001159154 0001172222 0000353184
3 AssetsCurrent -0.0433 -0.0235 -0.000683 0.0531 0.125 0001159154 0000869187 0000353184
4 AssetsNoncurrent -0.0279 -0.0188 -0.00202 0.0188 0.0850 0001128281 0001048911 0000100517
5 PropertyPlantAndEquipmentNet -0.229 -0.174 -0.00413 0.201 0.287 0001128281 0000869187 0001525221
6 remainder_Assets -0.0503 -0.0380 -0.00427 0.0606 0.104 0000914397 0001172222 0000027904
7 OperatingExpenses -0.666 -0.654 -0.172 0.590 0.776 0001048911 0000027904 0000353184
8 DepreciationDepletionAndAmortization -0.0601 -0.0565 -0.00271 0.0564 0.0650 0000914397 0000869187 0001128281
9 remainder_Expenses -2.70 -2.03 0.142 0.429 0.475 0000353184 0000027904 0000100517
10 remainder_Revenues -0.913 -0.704 0.0768 0.652 0.897 0001158463 0000914397 0000353184
11 remainder_NetIncome -0.263 -0.222 -0.0985 0.329 0.669 0001128281 0000027904 0001158463
12 remainder_ComprehensiveNetIncome -0.0212 -0.0176 0.00410 0.0130 0.0143 0000006201 0001159154 0000073887
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.335 -0.282 0.132 0.451 0.575 0001159154 0000100517 0000353184
1 Assets -0.244 -0.166 -0.00304 0.147 0.195 0001128281 0000869187 0001525221
2 Expenses -1.17 -0.683 0.0552 0.273 0.330 0000353184 0001172222 0001525221
3 Revenues -0.913 -0.704 0.0768 0.652 0.897 0001158463 0000914397 0000353184
4 StockholdersEquity -0.359 -0.298 0.0336 0.266 0.443 0001128281 0001525221 0000073887
5 NetIncome -0.221 -0.0520 0.129 0.243 0.280 0000869187 0001158463 0001498710
6 ComprehensiveNetIncome -0.218 -0.0467 0.118 0.254 0.286 0000869187 0000092380 0001498710
7 BaseVar nan nan nan nan nan 0000006201 0000816159 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.581 -0.256 0.161 0.536 0.565 0000869187 0000100517 0000073887
9 EconomicCapitalRatio -0.728 -0.403 0.0143 0.389 0.418 0000869187 0000100517 0000073887

2015

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 20 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 14 × The stock price does not exist industry.us_generic
warning 8 × No stock price available subcommand.plot
warning 4 × Missing logo subcommand.report
warning 4 × Ignoring company because Assets is zero pre-agg
warning 2 × Similarly named company. Duplicate? None
warning 2 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 2 × Ignoring company because Expenses is zero pre-agg
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 1,670,964 6,601,611 659,345,860 14,585,250,000 17,526,000,000 0001128281 0001172222 0000027904
1 LiabilitiesNonCurrent 0 0 0 25,862,250,000 29,175,000,000 0000073887 0001159154 0000006201
2 remainder_Liabilities 0 0 0 463,099,750 812,899,000 0000006201 0001135185 0000816159
3 AssetsCurrent 3,657,961 29,917,008 696,594,070 10,072,500,000 10,335,000,000 0001128281 0001172222 0001048911
4 AssetsNoncurrent 0 0 110,750,838 11,053,250,000 11,453,000,000 0001128281 0000073887 0000100517
5 PropertyPlantAndEquipmentNet 1,496,656 2,302,788 2,582,974,298 24,156,750,000 27,510,000,000 0001128281 0001159154 0000006201
6 remainder_Assets 0 0 196,685,071 7,760,250,000 19,611,000,000 0000006201 0001172222 0000027904
7 OperatingExpenses 0 0 1,339,649,464 31,239,250,000 32,026,000,000 0000073887 0001498710 0001048911
8 DepreciationDepletionAndAmortization 0 0 94,500,840 2,029,000,000 2,611,000,000 0000350403 0001172222 0001048911
9 remainder_Expenses -1,453,000,000 -775,000,000 717,000,706 7,906,500,000 11,526,000,000 0000100517 0000350403 0001048911
10 remainder_Revenues 0 0 1,840,718,015 42,605,750,000 47,453,000,000 0000350403 0000073887 0001048911
11 remainder_NetIncome -1,588,000,000 -1,107,250,000 -40,460,602 2,156,796,000 6,297,000,000 0000006201 0001614436 0001158463
12 remainder_ComprehensiveNetIncome -334,000,000 -318,250,000 -63,376 107,000,000 248,000,000 0001048911 0000350403 0000100517
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 2,323,464 6,764,736 1,626,878,216 42,408,000,000 42,780,000,000 0001128281 0001158463 0000006201
1 Assets 6,242,914 34,153,015 3,422,734,320 49,594,750,000 53,134,000,000 0001128281 0001159154 0000027904
2 Expenses 14,963,203 86,012,392 1,757,911,874 38,190,500,000 46,163,000,000 0001128281 0001498710 0001048911
3 Revenues 0 0 1,840,718,015 42,605,750,000 47,453,000,000 0000350403 0000073887 0001048911
4 StockholdersEquity 3,919,450 27,388,279 1,902,594,092 28,979,000,000 30,575,000,000 0001128281 0001498710 0001048911
5 NetIncome -27,100,000 -6,253,594 250,134,861 7,407,500,000 7,610,000,000 0001159154 0001498710 0000006201
6 ComprehensiveNetIncome -27,100,000 -6,253,594 255,793,339 7,478,875,000 7,523,500,000 0001159154 0001498710 0000006201
7 BaseVar 19,909,892 107,617,623 4,276,375,800 83,693,750,000 86,168,000,000 0001128281 0001159154 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability 0.110 0.210 0.789 1.13 1.20 0001159154 0001172222 0000350403
9 EconomicCapitalRatio 0.419 0.503 0.906 1.17 1.24 0001159154 0001172222 0000350403

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.409 -0.184 0.0271 0.248 0.344 0001159154 0001135185 0000353184
1 LiabilitiesNonCurrent -0.385 -0.373 0.106 0.203 0.249 0001135185 0001172222 0000353184
2 remainder_Liabilities -0.487 -0.209 0.0562 0.105 0.144 0000816159 0001158463 0000353184
3 AssetsCurrent -0.0664 -0.0530 -0.00560 0.0428 0.0945 0001159154 0000073887 0000353184
4 AssetsNoncurrent -0.0373 -0.0342 -0.0100 0.0784 0.0984 0001128281 0001048911 0001614436
5 PropertyPlantAndEquipmentNet -0.165 -0.137 -0.0108 0.142 0.216 0001128281 0000100517 0001135185
6 remainder_Assets -0.0389 -0.0287 -0.00350 0.0673 0.166 0000006201 0001159154 0000027904
7 OperatingExpenses -0.639 -0.508 -0.123 0.676 0.786 0001048911 0000027904 0000353184
8 DepreciationDepletionAndAmortization -0.0518 -0.0299 -0.00532 0.0613 0.0732 0001048911 0000027904 0000353184
9 remainder_Expenses -2.94 -2.45 0.184 0.387 0.408 0000353184 0000027904 0000100517
10 remainder_Revenues -0.966 -0.954 0.0833 0.776 0.915 0000350403 0000092380 0000353184
11 remainder_NetIncome -0.255 -0.253 -0.108 0.672 0.673 0001128281 0000006201 0001158463
12 remainder_ComprehensiveNetIncome -0.0243 -0.0105 0.00168 0.00601 0.00687 0000073887 0000027904 0001172222
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.372 -0.325 0.107 0.420 0.575 0001159154 0001172222 0000353184
1 Assets -0.178 -0.138 0.000538 0.0968 0.102 0001128281 0000100517 0001159154
2 Expenses -1.53 -1.16 0.0213 0.198 0.241 0000353184 0000100517 0001135185
3 Revenues -0.966 -0.954 0.0833 0.776 0.915 0000350403 0000092380 0000353184
4 StockholdersEquity -0.469 -0.412 -0.0177 0.380 0.495 0001128281 0000092380 0000350403
5 NetIncome -0.143 -0.105 -0.00546 0.120 0.122 0000353184 0000816159 0001614436
6 ComprehensiveNetIncome -0.141 -0.108 -0.00153 0.123 0.124 0000353184 0001172222 0000100517
7 BaseVar nan nan nan nan nan 0000006201 0001048911 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.437 -0.354 0.0500 0.316 0.379 0001159154 0001172222 0000350403
9 EconomicCapitalRatio -0.444 -0.361 0.0428 0.309 0.372 0001159154 0001172222 0000350403

2016

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 20 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 14 × The stock price does not exist industry.us_generic
warning 5 × No stock price available subcommand.plot
warning 3 × Ignoring company because Assets is zero pre-agg
warning 2 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 2 × Ignoring company because Expenses is zero pre-agg
warning 1 × Similarly named company. Duplicate? None
warning 1 × Missing logo subcommand.report
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 1,675,426 10,100,458 831,787,461 14,418,800,000 15,239,000,000 0001128281 0001172222 0000027904
1 LiabilitiesNonCurrent 0 0 0 27,687,800,000 33,617,000,000 0000092380 0001172222 0000006201
2 remainder_Liabilities 0 0 0 409,036,101 1,021,764,000 0000006201 0001135185 0000816159
3 AssetsCurrent 4,487,155 25,170,582 976,554,386 10,990,000,000 11,989,000,000 0001128281 0001498710 0001048911
4 AssetsNoncurrent 0 0 110,687,132 9,624,200,000 9,791,000,000 0001128281 0001498710 0000006201
5 PropertyPlantAndEquipmentNet 1,074,397 3,176,423 3,545,158,382 27,088,600,000 31,159,000,000 0001128281 0001135185 0000006201
6 remainder_Assets 0 0 255,909,395 11,129,000,000 17,702,000,000 0000006201 0001172222 0000027904
7 OperatingExpenses 0 0 1,642,790,613 32,080,600,000 33,193,000,000 0000350403 0001498710 0001048911
8 DepreciationDepletionAndAmortization 0 0 108,469,846 2,238,600,000 2,631,000,000 0000350403 0001172222 0001048911
9 remainder_Expenses 13,782,928 92,258,607 981,301,691 8,550,600,000 12,384,000,000 0001128281 0000816159 0001048911
10 remainder_Revenues 0 0 2,322,110,349 44,254,000,000 50,365,000,000 0000350403 0001498710 0001048911
11 remainder_NetIncome -985,000,000 -705,400,000 -24,191,156 2,980,535,600 6,536,000,000 0000006201 0001498710 0001158463
12 remainder_ComprehensiveNetIncome -361,000,000 -355,000,000 0 300,800,000 728,000,000 0000027904 0000350403 0000092380
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 2,132,926 10,983,104 2,223,608,449 42,380,000,000 47,489,000,000 0001128281 0001158463 0000006201
1 Assets 6,966,803 34,079,572 4,253,666,545 51,266,200,000 51,274,000,000 0001128281 0001135185 0000006201
2 Expenses 13,782,928 92,258,607 2,203,443,420 41,194,600,000 48,208,000,000 0001128281 0001172222 0001048911
3 Revenues 0 0 2,322,110,349 44,254,000,000 50,365,000,000 0000350403 0001498710 0001048911
4 StockholdersEquity 4,833,877 23,096,469 2,621,375,028 31,892,800,000 37,951,000,000 0001128281 0001498710 0001048911
5 NetIncome -26,680,000 -10,143,742 265,471,945 3,354,800,000 4,373,000,000 0000350403 0001498710 0000027904
6 ComprehensiveNetIncome -26,680,000 -10,143,742 265,581,925 3,241,800,000 4,192,500,000 0000350403 0001498710 0000027904
7 BaseVar 18,800,304 116,299,441 5,315,098,947 85,009,900,000 88,399,000,000 0001128281 0001135185 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability 0.100 0.202 0.822 1.11 1.17 0000006201 0001172222 0000350403
9 EconomicCapitalRatio 0.411 0.495 0.930 1.15 1.20 0000006201 0001172222 0000350403

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.136 -0.133 0.00663 0.159 0.160 0001172222 0001498710 0000350403
1 LiabilitiesNonCurrent -0.372 -0.363 0.129 0.229 0.242 0000006201 0001158463 0000353184
2 remainder_Liabilities -0.516 -0.191 0.0535 0.0854 0.100 0000816159 0001172222 0000353184
3 AssetsCurrent -0.0543 -0.0542 -0.00621 0.0445 0.0467 0001135185 0001048911 0001128281
4 AssetsNoncurrent -0.0282 -0.0233 -0.00390 0.0695 0.0843 0000353184 0000092380 0000006201
5 PropertyPlantAndEquipmentNet -0.189 -0.153 -0.00349 0.144 0.240 0000353184 0001498710 0001135185
6 remainder_Assets -0.0609 -0.0411 -0.00280 0.0868 0.129 0000006201 0001172222 0000027904
7 OperatingExpenses -0.445 -0.408 -0.146 0.688 0.710 0001048911 0000006201 0000353184
8 DepreciationDepletionAndAmortization -0.0321 -0.0285 -0.00902 0.0652 0.0724 0001048911 0001498710 0000353184
9 remainder_Expenses -2.78 -2.27 0.175 0.311 0.327 0000353184 0001048911 0000092380
10 remainder_Revenues -0.924 -0.883 0.152 0.756 0.827 0001158463 0001498710 0000353184
11 remainder_NetIncome -0.290 -0.262 -0.132 0.580 0.700 0000353184 0001172222 0001158463
12 remainder_ComprehensiveNetIncome -0.00601 -0.00477 -0.000742 0.00975 0.0170 0001048911 0000100517 0000092380
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.356 -0.306 0.0906 0.368 0.426 0000006201 0000092380 0000353184
1 Assets -0.193 -0.149 0.00107 0.0772 0.0964 0000353184 0001172222 0001135185
2 Expenses -1.33 -1.00 0.0306 0.196 0.254 0000353184 0001498710 0001135185
3 Revenues -0.924 -0.883 0.152 0.756 0.827 0001158463 0001498710 0000353184
4 StockholdersEquity -0.615 -0.446 0.0474 0.366 0.525 0000353184 0000100517 0000350403
5 NetIncome -0.0920 -0.0749 -0.000307 0.0474 0.0501 0000350403 0000816159 0001498710
6 ComprehensiveNetIncome -0.0928 -0.0722 -0.000918 0.0544 0.0620 0000350403 0000816159 0000092380
7 BaseVar nan nan nan nan nan 0000006201 0000816159 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.442 -0.358 0.0759 0.299 0.348 0000006201 0001172222 0000350403
9 EconomicCapitalRatio -0.448 -0.364 0.0700 0.293 0.343 0000006201 0001172222 0000350403

2017

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 20 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 14 × The stock price does not exist industry.us_generic
warning 4 × No stock price available subcommand.plot
warning 3 × Ignoring company because Assets is zero pre-agg
warning 2 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 2 × Ignoring company because Expenses is zero pre-agg
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 1,259,378 40,147,689 2,399,510,000 16,768,500,000 18,573,000,000 0001128281 0001158463 0000027904
1 LiabilitiesNonCurrent 0 0 0 26,657,500,000 32,506,000,000 0000092380 0001158463 0000006201
2 remainder_Liabilities 0 0 0 56,250 112,500 0000006201 0001048911 0001128281
3 AssetsCurrent 4,627,988 178,620,494 1,283,794,740 10,887,000,000 12,628,000,000 0001128281 0001498710 0001048911
4 AssetsNoncurrent 0 0 468,318,000 8,549,500,000 9,005,000,000 0001128281 0001158463 0000100517
5 PropertyPlantAndEquipmentNet 669,957 473,717,478 8,059,490,000 30,359,500,000 34,156,000,000 0001128281 0001158463 0000006201
6 remainder_Assets 0 0 315,531,293 11,365,000,000 15,576,000,000 0000006201 0001172222 0000027904
7 OperatingExpenses 0 0 5,313,136,000 36,469,500,000 38,681,000,000 0000350403 0001158463 0001048911
8 DepreciationDepletionAndAmortization 0 0 446,772,000 2,615,000,000 2,995,000,000 0000350403 0001158463 0001048911
9 remainder_Expenses -237,000,000 -112,746,606 542,461,573 10,615,500,000 15,188,000,000 0000092380 0000350403 0001048911
10 remainder_Revenues 0 0 2,714,103,372 51,263,000,000 60,319,000,000 0000350403 0001172222 0001048911
11 remainder_NetIncome -974,000,000 -736,500,000 -99,440,750 3,742,721,500 6,936,000,000 0000006201 0001135185 0001158463
12 remainder_ComprehensiveNetIncome -246,000,000 -223,000,000 198 181,614,500 335,000,000 0001048911 0001128281 0000092380
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 1,371,878 40,203,939 3,169,345,394 43,426,000,000 47,470,000,000 0001128281 0001135185 0000006201
1 Assets 6,548,662 704,197,331 9,796,329,000 52,344,000,000 53,292,000,000 0001128281 0001158463 0000027904
2 Expenses 11,506,788 276,708,894 5,800,630,000 48,089,000,000 56,864,000,000 0001128281 0001158463 0001048911
3 Revenues 0 0 2,714,103,372 51,263,000,000 60,319,000,000 0000350403 0001172222 0001048911
4 StockholdersEquity 5,176,784 663,993,392 3,929,460,000 35,142,000,000 40,634,000,000 0001128281 0000006201 0001048911
5 NetIncome 477,628 4,004,814 1,147,772,000 3,532,500,000 3,577,000,000 0001128281 0001158463 0000027904
6 ComprehensiveNetIncome 477,628 4,054,314 1,141,243,000 3,620,000,000 3,655,500,000 0001128281 0001158463 0000092380
7 BaseVar 15,737,487 650,977,244 12,480,145,000 88,947,250,000 90,716,000,000 0001128281 0001158463 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability 0.0897 0.181 0.968 1.15 1.17 0000006201 0000092380 0000350403
9 EconomicCapitalRatio 0.402 0.477 1.04 1.19 1.21 0000006201 0000092380 0000350403

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.110 -0.102 -0.0169 0.176 0.202 0001172222 0000006201 0001128281
1 LiabilitiesNonCurrent -0.338 -0.336 0.148 0.231 0.247 0000006201 0001172222 0001128281
2 remainder_Liabilities -0.0234 -0.0114 0.00119 0.00162 0.00190 0001128281 0001158463 0001048911
3 AssetsCurrent -0.0556 -0.0506 -0.00719 0.0536 0.0898 0000006201 0000092380 0001128281
4 AssetsNoncurrent -0.0177 -0.0174 -0.00157 0.0547 0.0590 0001135185 0001498710 0000006201
5 PropertyPlantAndEquipmentNet -0.119 -0.100 -0.00878 0.103 0.141 0001128281 0001172222 0001135185
6 remainder_Assets -0.0574 -0.0413 0.00105 0.0560 0.103 0000006201 0000350403 0000027904
7 OperatingExpenses -0.353 -0.323 -0.172 0.587 0.762 0001048911 0001498710 0001128281
8 DepreciationDepletionAndAmortization -0.0324 -0.0277 -0.00726 0.0488 0.0654 0001048911 0001172222 0001128281
9 remainder_Expenses -2.21 -1.32 0.133 0.245 0.260 0001128281 0000027904 0000092380
10 remainder_Revenues -0.880 -0.825 0.139 0.623 0.749 0001158463 0001498710 0001128281
11 remainder_NetIncome -0.286 -0.260 -0.156 0.586 0.724 0001128281 0000100517 0001158463
12 remainder_ComprehensiveNetIncome -0.00452 -0.00385 -0.000685 0.00619 0.00748 0001048911 0001498710 0000092380
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.359 -0.325 0.0835 0.345 0.371 0000006201 0001158463 0001128281
1 Assets -0.113 -0.105 -0.0177 0.0599 0.0639 0000006201 0000100517 0001135185
2 Expenses -0.871 -0.655 0.0470 0.173 0.240 0001128281 0001158463 0001135185
3 Revenues -0.880 -0.825 0.139 0.623 0.749 0001158463 0001498710 0001128281
4 StockholdersEquity -0.367 -0.328 0.00160 0.372 0.475 0000006201 0000100517 0000350403
5 NetIncome -0.0694 -0.0678 -0.0155 0.0715 0.0789 0000350403 0001135185 0000092380
6 ComprehensiveNetIncome -0.0699 -0.0687 -0.0159 0.0743 0.0859 0000350403 0001135185 0000092380
7 BaseVar nan nan nan nan nan 0000006201 0001048911 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.500 -0.424 0.137 0.285 0.305 0000006201 0000092380 0000350403
9 EconomicCapitalRatio -0.509 -0.434 0.128 0.276 0.296 0000006201 0000092380 0000350403

2018

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 21 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 15 × The stock price does not exist industry.us_generic
warning 4 × No stock price available subcommand.plot
warning 4 × Ignoring company because Assets is zero pre-agg
warning 2 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 2 × Ignoring company because Expenses is zero pre-agg
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 821,486 15,999,646 1,007,544,867 18,337,000,000 18,578,000,000 0001128281 0001172222 0000027904
1 LiabilitiesNonCurrent 0 0 0 35,327,000,000 42,653,000,000 0000100517 0001172222 0000006201
2 remainder_Liabilities 0 0 0 19,560,330 38,947,260 0000006201 0001135185 0000353184
3 AssetsCurrent 4,693,802 33,182,455 1,345,594,534 10,989,000,000 13,341,000,000 0001128281 0001498710 0001048911
4 AssetsNoncurrent 0 0 79,951,544 35,885,500,000 53,926,000,000 0001128281 0001498710 0000027904
5 PropertyPlantAndEquipmentNet 388,072 2,498,318 4,466,087,765 31,216,500,000 34,098,000,000 0001128281 0001135185 0000006201
6 remainder_Assets -28,335,000,000 -14,167,500,000 24,730,721 533,624,500 624,523,000 0000027904 0000350403 0001498710
7 OperatingExpenses 0 0 2,563,481,109 40,170,500,000 42,602,000,000 0000350403 0001498710 0001048911
8 DepreciationDepletionAndAmortization 0 0 177,041,273 2,712,000,000 3,095,000,000 0000350403 0001498710 0001048911
9 remainder_Expenses 10,823,269 99,431,680 782,330,755 10,449,000,000 15,262,000,000 0001128281 0000350403 0001048911
10 remainder_Revenues 11,118,452 102,818,898 3,327,368,966 54,995,500,000 65,450,000,000 0001128281 0001498710 0001048911
11 remainder_NetIncome -772,000,000 -703,000,000 -34,345,843 53,376,000 81,000,000 0000006201 0000350403 0001048911
12 remainder_ComprehensiveNetIncome -163,000,000 -141,500,000 -2,997,228 169,565,500 338,000,000 0001048911 0001158463 0000100517
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 994,885 35,952,874 2,419,048,828 53,664,000,000 60,749,000,000 0001128281 0001158463 0000006201
1 Assets 6,341,386 51,744,136 5,539,683,208 60,423,000,000 60,580,000,000 0001128281 0001135185 0000006201
2 Expenses 10,823,269 100,646,046 3,025,726,653 51,658,000,000 60,959,000,000 0001128281 0001498710 0001048911
3 Revenues 11,118,452 102,818,898 3,327,368,966 54,995,500,000 65,450,000,000 0001128281 0001498710 0001048911
4 StockholdersEquity -169,000,000 -81,826,750 2,192,653,409 37,141,500,000 42,703,000,000 0000006201 0001172222 0001048911
5 NetIncome -141,514,000 -70,601,232 195,863,778 4,253,500,000 4,572,000,000 0000350403 0001172222 0001048911
6 ComprehensiveNetIncome -143,350,000 -71,519,232 193,184,026 4,188,250,000 4,490,500,000 0000350403 0001172222 0001048911
7 BaseVar 14,647,172 146,040,632 7,076,485,932 100,250,750,000 104,559,500,000 0001128281 0001135185 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability 0.0205 0.126 0.769 1.04 1.04 0000006201 0001172222 0001048911
9 EconomicCapitalRatio 0.336 0.429 0.892 1.09 1.10 0000006201 0001172222 0001048911

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.226 -0.153 -0.00902 0.229 0.302 0000350403 0000006201 0001128281
1 LiabilitiesNonCurrent -0.377 -0.344 0.142 0.253 0.278 0000006201 0001158463 0001128281
2 remainder_Liabilities -0.280 -0.136 0.0154 0.0321 0.0388 0000353184 0000006201 0001048911
3 AssetsCurrent -0.0689 -0.0634 -0.00361 0.111 0.117 0000006201 0001048911 0000353184
4 AssetsNoncurrent -0.106 -0.0777 -0.0195 0.174 0.325 0000353184 0001498710 0000027904
5 PropertyPlantAndEquipmentNet -0.274 -0.183 0.0164 0.164 0.189 0000353184 0000100517 0001135185
6 remainder_Assets -0.164 -0.0891 0.000991 0.107 0.177 0000027904 0000350403 0000353184
7 OperatingExpenses -0.484 -0.445 -0.132 0.574 0.777 0001048911 0000006201 0001128281
8 DepreciationDepletionAndAmortization -0.0348 -0.0303 -0.00745 0.0434 0.0599 0001048911 0000027904 0001128281
9 remainder_Expenses -1.96 -1.57 0.167 0.299 0.318 0001128281 0001048911 0000100517
10 remainder_Revenues -0.191 -0.188 -0.00851 0.449 0.586 0000006201 0001158463 0001128281
11 remainder_NetIncome -0.0284 -0.0235 0.00217 0.0207 0.0238 0001498710 0001158463 0001128281
12 remainder_ComprehensiveNetIncome -0.00178 -0.00152 -0.000513 0.00240 0.00434 0001048911 0000027904 0000100517
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.369 -0.308 0.100 0.418 0.483 0000006201 0001172222 0001128281
1 Assets -0.238 -0.151 0.00535 0.0928 0.0931 0000353184 0000100517 0001135185
2 Expenses -0.783 -0.571 -0.000612 0.200 0.234 0001128281 0001158463 0001135185
3 Revenues -0.191 -0.188 -0.00851 0.449 0.586 0000006201 0001158463 0001128281
4 StockholdersEquity -0.388 -0.356 0.0364 0.265 0.322 0000353184 0000350403 0001498710
5 NetIncome -0.127 -0.0752 0.0116 0.0550 0.0739 0000350403 0001498710 0001048911
6 ComprehensiveNetIncome -0.128 -0.0761 0.0118 0.0538 0.0722 0000350403 0001498710 0001048911
7 BaseVar nan nan nan nan nan 0000006201 0001048911 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.443 -0.351 0.113 0.314 0.318 0000006201 0001172222 0001048911
9 EconomicCapitalRatio -0.443 -0.350 0.114 0.315 0.318 0000006201 0001172222 0001048911

2019

Logs

error 1 × No matching role found input.sec.calculation_linkbase.expand_agg
error 1 × Negative Expenses, ignoring company. pre-agg
warning 21 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 15 × The stock price does not exist industry.us_generic
warning 4 × No stock price available subcommand.plot
warning 4 × Ignoring company because Assets is zero pre-agg
warning 3 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 3 × Ignoring company because Expenses is zero pre-agg
warning 1 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 1,281,340 27,758,737 1,888,917,860 19,352,150,000 20,204,000,000 0001128281 0001158463 0000027904
1 LiabilitiesNonCurrent 0 0 200,226 36,027,600,000 41,802,000,000 0000100517 0001128281 0000006201
2 remainder_Liabilities 0 0 0 0 0 0000006201 0001128281 0000006201
3 AssetsCurrent 5,210,212 41,124,617 1,586,082,001 10,909,350,000 13,086,000,000 0001128281 0001158463 0001048911
4 AssetsNoncurrent 495,377 16,640,757 1,431,270,593 38,512,950,000 56,283,000,000 0001128281 0001158463 0000027904
5 PropertyPlantAndEquipmentNet 323,316 68,234,924 6,337,717,697 33,336,750,000 34,995,000,000 0001128281 0001158463 0000006201
6 remainder_Assets -31,310,000,000 -17,220,500,000 615,362 607,606,200 721,215,000 0000027904 0001128281 0001498710
7 OperatingExpenses 0 93,405,150 4,701,873,351 51,172,500,000 61,554,000,000 0001128281 0001158463 0001048911
8 DepreciationDepletionAndAmortization 0 0 375,401,762 3,005,600,000 3,353,000,000 0001128281 0001158463 0001048911
9 remainder_Expenses 10,919,163 29,398,340 469,061,200 4,738,050,000 6,318,000,000 0001128281 0001158463 0000027904
10 remainder_Revenues 11,567,725 124,984,499 5,966,105,118 59,484,300,000 69,693,000,000 0001128281 0001158463 0001048911
11 remainder_NetIncome -3,811,000,000 -2,460,100,000 -48,281,141 1,092,087 1,970,000 0001048911 0001158463 0000899394
12 remainder_ComprehensiveNetIncome -435,000,000 -368,400,000 0 49,000,000 85,000,000 0000006201 0001128281 0000100517
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 1,681,073 88,724,540 3,129,068,416 55,190,450,000 60,113,000,000 0001128281 0001135185 0000006201
1 Assets 7,257,417 126,675,979 9,485,093,129 62,490,350,000 64,532,000,000 0001128281 0001158463 0000027904
2 Expenses 10,919,163 134,160,590 5,465,486,106 55,410,950,000 65,342,000,000 0001128281 0001158463 0001048911
3 Revenues 11,567,725 124,984,499 5,966,105,118 59,484,300,000 69,693,000,000 0001128281 0001158463 0001048911
4 StockholdersEquity -118,000,000 -62,390,645 4,493,979,964 41,917,350,000 45,390,000,000 0000006201 0001498710 0001048911
5 NetIncome -293,113,000 -169,858,450 437,811,770 3,975,900,000 4,767,000,000 0001135185 0001048911 0000027904
6 ComprehensiveNetIncome -292,606,000 -169,579,600 366,033,938 3,949,925,000 4,685,000,000 0001135185 0001048911 0000027904
7 BaseVar 15,722,230 237,721,302 11,428,295,244 103,559,400,000 105,196,500,000 0001128281 0001158463 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability 0.0232 0.0727 0.831 0.997 1.03 0000006201 0001172222 0001498710
9 EconomicCapitalRatio 0.339 0.385 0.936 1.06 1.09 0000006201 0001172222 0001498710

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.0850 -0.0837 -0.00996 0.169 0.183 0001172222 0001135185 0001128281
1 LiabilitiesNonCurrent -0.323 -0.277 0.179 0.262 0.271 0000006201 0000100517 0001048911
2 remainder_Liabilities 0 0 0 0 0 0000006201 0001128281 0000006201
3 AssetsCurrent -0.0659 -0.0549 -0.00715 0.0797 0.124 0000006201 0001048911 0001128281
4 AssetsNoncurrent -0.0796 -0.0792 -0.0143 0.157 0.274 0000899394 0001172222 0000027904
5 PropertyPlantAndEquipmentNet -0.104 -0.0879 -0.00681 0.131 0.176 0001128281 0000100517 0001135185
6 remainder_Assets -0.158 -0.0868 0.00152 0.0478 0.0524 0000027904 0001158463 0001135185
7 OperatingExpenses -0.746 -0.495 -0.0477 0.497 0.753 0001048911 0001498710 0001128281
8 DepreciationDepletionAndAmortization -0.0451 -0.0337 -0.00662 0.0523 0.0669 0000899394 0001498710 0001128281
9 remainder_Expenses -1.90 -1.12 0.0958 0.223 0.285 0001128281 0000027904 0001048911
10 remainder_Revenues -0.195 -0.177 -0.0177 0.425 0.495 0001135185 0001172222 0001128281
11 remainder_NetIncome -0.0786 -0.0444 0.00343 0.0206 0.0211 0001048911 0001172222 0001128281
12 remainder_ComprehensiveNetIncome -0.00277 -0.00260 0.000710 0.00144 0.00162 0000006201 0001498710 0000100517
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.352 -0.299 0.122 0.370 0.372 0000006201 0000100517 0001128281
1 Assets -0.116 -0.104 -0.00336 0.0601 0.0654 0000899394 0000100517 0001498710
2 Expenses -0.587 -0.492 0.0263 0.144 0.145 0001128281 0000006201 0001135185
3 Revenues -0.195 -0.177 -0.0177 0.425 0.495 0001135185 0001172222 0001128281
4 StockholdersEquity -0.345 -0.298 0.0298 0.286 0.341 0000006201 0001048911 0001498710
5 NetIncome -0.102 -0.0901 0.0299 0.0508 0.0611 0000899394 0000100517 0001128281
6 ComprehensiveNetIncome -0.101 -0.0894 0.0305 0.0512 0.0622 0000899394 0001172222 0001128281
7 BaseVar nan nan nan nan nan 0000006201 0001128281 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.446 -0.400 0.151 0.277 0.301 0000006201 0001172222 0001498710
9 EconomicCapitalRatio -0.443 -0.397 0.155 0.281 0.305 0000006201 0001172222 0001498710

2020

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 21 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 15 × The stock price does not exist industry.us_generic
warning 7 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 6 × Ignoring company because Expenses is zero pre-agg
warning 4 × Ignoring company because Assets is zero pre-agg
warning 3 × No stock price available subcommand.plot
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 67,746,000 69,094,000 1,343,353,978 16,248,000,000 16,569,000,000 0000353184 0001498710 0000006201
1 LiabilitiesNonCurrent 0 0 9,016,411 53,420,500,000 54,535,000,000 0000100517 0000353184 0000027904
2 remainder_Liabilities 0 0 0 21,857,500 43,715,000 0000006201 0001048911 0000353184
3 AssetsCurrent 98,486,000 123,168,000 2,356,969,020 16,893,500,000 17,404,000,000 0000353184 0001498710 0000027904
4 AssetsNoncurrent 10,289,000 31,750,500 1,348,105,950 39,069,000,000 54,592,000,000 0000353184 0001158463 0000027904
5 PropertyPlantAndEquipmentNet 5,272,000 77,331,500 4,114,882,406 32,653,500,000 33,608,000,000 0000353184 0001135185 0001048911
6 remainder_Assets -26,529,000,000 -13,264,500,000 9,958,449 601,197,500 757,327,000 0000027904 0000810332 0001498710
7 OperatingExpenses 0 73,107,000 2,256,688,366 44,306,000,000 62,750,000,000 0000353184 0001498710 0001048911
8 DepreciationDepletionAndAmortization 0 2,840,500 278,844,412 3,051,500,000 3,615,000,000 0001135185 0001498710 0001048911
9 remainder_Expenses -3,910,000,000 -3,311,000,000 99,358,234 1,911,242,500 2,176,000,000 0000100517 0001172222 0000027904
10 remainder_Revenues 185,949,000 211,367,000 2,957,254,116 43,277,000,000 69,217,000,000 0000899394 0001158463 0001048911
11 remainder_NetIncome -3,118,000,000 -2,790,500,000 -112,362,019 2,686,000 3,398,000 0000027904 0001498710 0000353184
12 remainder_ComprehensiveNetIncome -1,049,000,000 -910,500,000 -3,905,091 541,500 914,000 0000027904 0000353184 0001135185
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 120,336,000 170,532,000 2,675,093,649 69,668,500,000 70,462,000,000 0000353184 0001158463 0000027904
1 Assets 151,427,000 250,940,000 8,403,832,175 72,766,500,000 73,537,000,000 0000353184 0001498710 0001048911
2 Expenses 145,059,000 187,004,500 2,854,083,196 46,772,500,000 67,183,000,000 0000899394 0001135185 0001048911
3 Revenues 185,949,000 211,367,000 2,957,254,116 43,277,000,000 69,217,000,000 0000899394 0001158463 0001048911
4 StockholdersEquity -6,867,000,000 -3,417,954,500 2,262,250,943 55,008,000,000 63,193,000,000 0000006201 0001135185 0001048911
5 NetIncome -12,385,000,000 -10,635,000,000 -428,260,067 823,143,000 1,286,000,000 0000027904 0001498710 0001048911
6 ComprehensiveNetIncome -12,909,500,000 -11,090,250,000 -428,177,606 740,121,500 1,119,500,000 0000027904 0001498710 0001048911
7 BaseVar 372,402,500 412,030,250 7,935,564,677 102,861,000,000 110,681,000,000 0000353184 0001135185 0001048911
8 EconomicCapitalRatiobeforeLimitedLiability -0.210 -0.189 0.435 0.930 1.01 0000006201 0000899394 0001048911
9 EconomicCapitalRatio 0.295 0.298 0.668 1.01 1.07 0000006201 0000899394 0001048911

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.0882 -0.0662 -0.000240 0.114 0.189 0001172222 0000006201 0001048911
1 LiabilitiesNonCurrent -0.198 -0.191 0.162 0.271 0.345 0000027904 0001172222 0001048911
2 remainder_Liabilities -0.187 -0.0926 0.00984 0.0185 0.0253 0000353184 0000899394 0001048911
3 AssetsCurrent -0.0698 -0.0528 0.0141 0.0498 0.0515 0000810332 0000100517 0000899394
4 AssetsNoncurrent -0.138 -0.103 -0.00236 0.0873 0.154 0000353184 0001172222 0000027904
5 PropertyPlantAndEquipmentNet -0.281 -0.164 0.0272 0.134 0.170 0000353184 0001498710 0000810332
6 remainder_Assets -0.0784 -0.0405 0.00000818 0.0843 0.141 0000027904 0000810332 0000353184
7 OperatingExpenses -0.697 -0.405 -0.0121 0.246 0.315 0001048911 0001172222 0000353184
8 DepreciationDepletionAndAmortization -0.0278 -0.0201 -0.00656 0.0408 0.0422 0000899394 0001498710 0000353184
9 remainder_Expenses -1.19 -0.674 0.0312 0.137 0.140 0000353184 0001172222 0000899394
10 remainder_Revenues -0.105 -0.0987 -0.0446 0.424 0.522 0001172222 0000810332 0001048911
11 remainder_NetIncome -0.0308 -0.0205 -0.000100 0.0350 0.0533 0000100517 0001172222 0000353184
12 remainder_ComprehensiveNetIncome -0.00709 -0.00447 0.00103 0.00224 0.00232 0000353184 0001048911 0001135185
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.175 -0.170 0.101 0.328 0.467 0000006201 0001172222 0001048911
1 Assets -0.289 -0.169 -0.0150 0.106 0.107 0000353184 0000810332 0001498710
2 Expenses -0.556 -0.508 0.0198 0.0989 0.131 0001048911 0001158463 0000810332
3 Revenues -0.105 -0.0987 -0.0446 0.424 0.522 0001172222 0000810332 0001048911
4 StockholdersEquity -0.465 -0.356 -0.116 0.326 0.355 0000353184 0000899394 0001498710
5 NetIncome -0.0938 -0.0902 -0.0123 0.167 0.182 0001172222 0000027904 0000353184
6 ComprehensiveNetIncome -0.0933 -0.0909 -0.0125 0.164 0.173 0001172222 0000027904 0000353184
7 BaseVar nan nan nan nan nan 0000006201 0000899394 0000006201
8 EconomicCapitalRatiobeforeLimitedLiability -0.367 -0.363 0.00670 0.349 0.407 0000006201 0000899394 0001048911
9 EconomicCapitalRatio -0.375 -0.372 -0.00158 0.341 0.399 0000006201 0000899394 0001048911

2021

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
warning 21 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 15 × The stock price does not exist industry.us_generic
warning 7 × Ignoring company because Expenses is zero pre-agg
warning 6 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 4 × Ignoring company because Assets is zero pre-agg
warning 3 × No stock price available subcommand.plot
warning 1 × Similarly named company. Duplicate? None
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 752,684 7,336,421 1,205,530,348 18,969,500,000 20,966,000,000 0001128281 0001498710 0000027904
1 LiabilitiesNonCurrent 0 0 4,580,219 13,561,886,750 47,606,000,000 0000092380 0000353184 0000027904
2 remainder_Liabilities 0 0 0 143,839,000 328,000,000 0000027904 0001172222 0001670076
3 AssetsCurrent 4,194,715 80,379,179 1,181,944,533 20,893,500,000 21,834,000,000 0001128281 0001135185 0000100517
4 AssetsNoncurrent 387,860 752,465 340,490,258 33,963,500,000 56,519,000,000 0001128281 0001172222 0000027904
5 PropertyPlantAndEquipmentNet 269,261 1,535,815 1,555,965,598 32,993,500,000 35,752,000,000 0001128281 0001172222 0001048911
6 remainder_Assets -28,749,000,000 -7,187,250,000 74,922,484 882,286,750 970,000,000 0000027904 0001172222 0000092380
7 OperatingExpenses 0 0 1,547,895,427 40,095,000,000 74,193,000,000 0000353184 0001172222 0001048911
8 DepreciationDepletionAndAmortization 0 0 68,974,742 2,812,000,000 3,793,000,000 0001128281 0000810332 0001048911
9 remainder_Expenses -3,283,000,000 -2,767,750,000 2,506,409 1,682,475,750 2,052,903,000 0000100517 0001128281 0001135185
10 remainder_Revenues 0 4,036,924 1,828,987,124 43,414,000,000 83,959,000,000 0001819516 0001670076 0001048911
11 remainder_NetIncome -1,535,000,000 -1,499,750,000 -33,869,330 213,908,500 817,000,000 0000100517 0001670076 0001048911
12 remainder_ComprehensiveNetIncome -297,000 -74,250 518,293 861,750,000 1,908,000,000 0001779128 0000353184 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 1,137,927 39,408,232 1,260,265,149 30,871,000,000 68,572,000,000 0001128281 0001498710 0000027904
1 Assets 5,601,836 106,962,959 4,433,654,180 75,038,500,000 82,777,000,000 0001128281 0001172222 0001048911
2 Expenses 58,000 3,719,628 1,887,543,603 40,984,500,000 79,545,000,000 0001819516 0001670076 0001048911
3 Revenues 0 4,036,924 1,828,987,124 43,414,000,000 83,959,000,000 0001819516 0001670076 0001048911
4 StockholdersEquity 4,463,909 17,099,977 1,775,892,164 54,682,500,000 69,117,000,000 0001128281 0001135185 0001048911
5 NetIncome -1,964,000,000 -845,426,750 335,268 2,040,500,000 5,231,000,000 0000100517 0001128281 0001048911
6 ComprehensiveNetIncome -1,865,500,000 -820,769,500 335,268 2,285,125,000 5,438,500,000 0000100517 0001128281 0001048911
7 BaseVar 8,673,144 203,528,286 5,321,227,680 108,568,000,000 130,586,500,000 0001128281 0001670076 0001048911
8 EconomicCapitalRatiobeforeLimitedLiability 0.0456 0.0514 0.729 1.05 1.08 0000353184 0001172222 0001128281
9 EconomicCapitalRatio 0.361 0.366 0.865 1.11 1.13 0000353184 0001172222 0001128281

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.365 -0.147 0.0318 0.214 0.234 0001819516 0001743907 0001128281
1 LiabilitiesNonCurrent -0.335 -0.284 0.0818 0.216 0.264 0000027904 0001779128 0001048911
2 remainder_Liabilities -0.396 -0.205 0.0323 0.0636 0.0757 0000353184 0000100517 0001048911
3 AssetsCurrent -0.132 -0.130 -0.0211 0.203 0.504 0000027904 0000353184 0001779128
4 AssetsNoncurrent -0.122 -0.0738 -0.0208 0.109 0.145 0000353184 0001158463 0000027904
5 PropertyPlantAndEquipmentNet -0.258 -0.202 0.00119 0.160 0.242 0000353184 0001743907 0000810332
6 remainder_Assets -0.202 -0.0665 -0.00706 0.111 0.151 0000027904 0001172222 0001819516
7 OperatingExpenses -0.804 -0.370 -0.0739 0.286 0.461 0001048911 0000027904 0001128281
8 DepreciationDepletionAndAmortization -0.0371 -0.0292 -0.00875 0.0349 0.0486 0000899394 0001172222 0001128281
9 remainder_Expenses -1.18 -0.945 0.0695 0.171 0.189 0001128281 0001819516 0000899394
10 remainder_Revenues -0.262 -0.216 -0.0124 0.447 0.491 0001819516 0001498710 0001048911
11 remainder_NetIncome -0.0583 -0.0560 0.00417 0.0579 0.0931 0001779128 0001135185 0001128281
12 remainder_ComprehensiveNetIncome -0.00319 -0.00232 -0.00159 0.00744 0.0108 0001128281 0000810332 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.306 -0.283 0.0551 0.407 0.434 0000027904 0000100517 0001048911
1 Assets -0.320 -0.170 -0.0110 0.157 0.189 0000353184 0000810332 0001819516
2 Expenses -0.607 -0.512 0.00465 0.154 0.258 0001048911 0001172222 0001819516
3 Revenues -0.262 -0.216 -0.0124 0.447 0.491 0001819516 0001498710 0001048911
4 StockholdersEquity -0.485 -0.368 0.00724 0.302 0.361 0000353184 0001128281 0001779128
5 NetIncome -0.157 -0.102 -0.00627 0.167 0.206 0001779128 0001819516 0000899394
6 ComprehensiveNetIncome -0.159 -0.104 -0.00318 0.164 0.204 0001779128 0000810332 0000899394
7 BaseVar nan nan nan nan nan 0000027904 0001135185 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -0.398 -0.393 0.106 0.348 0.367 0000353184 0001172222 0001128281
9 EconomicCapitalRatio -0.393 -0.388 0.111 0.353 0.372 0000353184 0001172222 0001128281

2022

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
error 1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company. pre-agg
warning 21 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 15 × The stock price does not exist industry.us_generic
warning 8 × Ignoring company because Expenses is zero pre-agg
warning 5 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 4 × Ignoring company because Assets is zero pre-agg
warning 3 × No stock price available subcommand.plot
warning 1 × Similarly named company. Duplicate? None
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 1,130,400 16,416,360 1,344,472,936 18,940,400,000 25,940,000,000 0001128281 0001819516 0000027904
1 LiabilitiesNonCurrent 0 0 15,038,627 17,382,554,200 39,766,000,000 0000092380 0001779128 0000027904
2 remainder_Liabilities 0 0 0 266,086,000 304,000,000 0000027904 0001158463 0001670076
3 AssetsCurrent 6,870,063 133,623,625 1,125,582,067 17,030,800,000 20,365,000,000 0001128281 0001135185 0001048911
4 AssetsNoncurrent 0 11,197,200 460,216,246 40,233,600,000 59,277,000,000 0001128281 0001172222 0000027904
5 PropertyPlantAndEquipmentNet 42,862 1,239,345 1,876,602,175 35,101,800,000 38,091,000,000 0001128281 0001172222 0001048911
6 remainder_Assets -33,109,000,000 -13,243,600,000 346,176,838 794,741,200 970,000,000 0000027904 0001135185 0000092380
7 OperatingExpenses 0 0 2,430,822,453 57,826,200,000 83,019,000,000 0001128281 0001172222 0001048911
8 DepreciationDepletionAndAmortization 0 0 67,723,234 2,852,200,000 3,970,000,000 0001128281 0001743907 0001048911
9 remainder_Expenses 7,166,183 15,912,873 231,542,686 3,282,739,400 4,379,000,000 0001128281 0001172222 0000027904
10 remainder_Revenues 7,598,597 90,711,439 3,327,467,725 67,754,000,000 93,512,000,000 0001128281 0001670076 0001048911
11 remainder_NetIncome -1,747,000,000 -1,508,200,000 -60,723,162 12,976,800 25,497,000 0000027904 0001135185 0001779128
12 remainder_ComprehensiveNetIncome -371,000,000 -174,800,000 0 534,000,000 1,329,000,000 0001048911 0000899394 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 1,130,400 30,773,760 1,673,657,282 34,846,800,000 65,706,000,000 0001128281 0001819516 0000027904
1 Assets 6,912,925 197,780,170 4,501,636,779 77,770,400,000 85,994,000,000 0001128281 0001670076 0001048911
2 Expenses 7,166,183 122,192,673 3,363,923,359 63,845,000,000 88,337,000,000 0001128281 0001670076 0001048911
3 Revenues 7,598,597 90,711,439 3,327,467,725 67,754,000,000 93,512,000,000 0001128281 0001670076 0001048911
4 StockholdersEquity 5,782,525 148,956,610 3,019,353,572 43,682,600,000 71,720,000,000 0001128281 0001172222 0001048911
5 NetIncome -555,547,000 -554,708,800 1,266,336 2,321,200,000 3,826,000,000 0001819516 0001128281 0001048911
6 ComprehensiveNetIncome -560,380,000 -556,661,200 1,265,852 2,645,700,000 3,640,500,000 0001819516 0001128281 0001048911
7 BaseVar 11,811,156 229,496,462 7,593,333,243 128,518,100,000 141,918,500,000 0001128281 0001670076 0001048911
8 EconomicCapitalRatiobeforeLimitedLiability -0.221 -0.0465 0.677 1.10 1.24 0001819516 0001158463 0001128281
9 EconomicCapitalRatio 0.292 0.347 0.829 1.15 1.27 0001819516 0001158463 0001128281

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.0747 -0.0688 0.000452 0.187 0.223 0000092380 0001743907 0001128281
1 LiabilitiesNonCurrent -0.263 -0.235 0.0902 0.245 0.283 0000027904 0001779128 0001128281
2 remainder_Liabilities -0.0345 -0.0267 0.0132 0.0282 0.0326 0001670076 0001172222 0001128281
3 AssetsCurrent -0.123 -0.117 -0.0262 0.124 0.152 0000027904 0001498710 0001779128
4 AssetsNoncurrent -0.0677 -0.0603 -0.0192 0.131 0.180 0001743907 0001172222 0000027904
5 PropertyPlantAndEquipmentNet -0.175 -0.113 0.0170 0.178 0.215 0001670076 0000027904 0001135185
6 remainder_Assets -0.208 -0.0917 -0.00193 0.0886 0.102 0000027904 0001158463 0001743907
7 OperatingExpenses -0.726 -0.449 -0.0877 0.522 0.666 0001048911 0000899394 0001128281
8 DepreciationDepletionAndAmortization -0.0422 -0.0275 -0.00634 0.0388 0.0534 0000899394 0001172222 0001128281
9 remainder_Expenses -1.24 -0.862 0.140 0.271 0.331 0001128281 0001743907 0001048911
10 remainder_Revenues -0.155 -0.124 -0.0190 0.342 0.356 0001779128 0001819516 0001128281
11 remainder_NetIncome -0.0305 -0.0294 -0.0142 0.119 0.164 0001048911 0000092380 0001128281
12 remainder_ComprehensiveNetIncome -0.00392 -0.00293 -0.000614 0.00651 0.00812 0001048911 0001498710 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.305 -0.293 0.0868 0.383 0.441 0000027904 0000092380 0001128281
1 Assets -0.0912 -0.0825 0.00609 0.0668 0.0703 0001670076 0001743907 0001779128
2 Expenses -0.295 -0.291 -0.0176 0.118 0.158 0001048911 0001498710 0001743907
3 Revenues -0.155 -0.124 -0.0190 0.342 0.356 0001779128 0001819516 0001128281
4 StockholdersEquity -0.304 -0.301 0.108 0.272 0.287 0001670076 0001158463 0001779128
5 NetIncome -0.0998 -0.0987 0.0177 0.173 0.270 0001779128 0001743907 0001128281
6 ComprehensiveNetIncome -0.101 -0.0969 0.0169 0.172 0.269 0001819516 0001743907 0001128281
7 BaseVar nan nan nan nan nan 0000027904 0001158463 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -0.463 -0.408 0.0736 0.393 0.516 0001819516 0001158463 0001128281
9 EconomicCapitalRatio -0.468 -0.414 0.0686 0.388 0.511 0001819516 0001158463 0001128281

2023

Logs

error 1 × Negative Expenses, ignoring company. pre-agg
error 1 × Assets != LiabilitiesAndStockholdersEquity, ignoring company. pre-agg
warning 21 × The EntityCommonStockSharesOutstanding does not exist industry.us_generic
warning 16 × The stock price does not exist industry.us_generic
warning 9 × Ignoring company because Expenses is zero pre-agg
warning 5 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 5 × Ignoring company because Assets is zero pre-agg
warning 1 × No stock price available subcommand.plot
warning 1 × Ignoring company because Liabilities is zero pre-agg
warning 1 × Ignoring company because ECR is too negative pre-agg

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 2,291,671 15,571,403 1,658,010,874 20,753,200,000 26,418,000,000 0001128281 0001670076 0000027904
1 LiabilitiesNonCurrent 0 0 19,771,761 22,702,200,000 36,121,000,000 0000092380 0001779128 0000027904
2 remainder_Liabilities 0 0 0 251,098,400 254,000,000 0000027904 0001498710 0001670076
3 AssetsCurrent 10,561,198 88,841,119 871,512,902 12,480,600,000 13,955,000,000 0001128281 0001670076 0000092380
4 AssetsNoncurrent 0 9,312,800 1,355,665,600 39,461,704,000 63,375,000,000 0001128281 0001158463 0000027904
5 PropertyPlantAndEquipmentNet 49,440 1,189,264 971,021,118 29,041,600,000 35,486,000,000 0001128281 0001743907 0000027904
6 remainder_Assets -35,486,000,000 -21,291,600,000 365,013,288 899,688,800 970,000,000 0000027904 0001819516 0000092380
7 OperatingExpenses 0 0 3,378,492,832 36,051,000,000 43,855,000,000 0001128281 0001670076 0000027904
8 DepreciationDepletionAndAmortization 0 0 88,337,177 2,013,400,000 2,341,000,000 0001128281 0001743907 0000027904
9 remainder_Expenses 6,831,747 71,299,048 208,067,065 5,053,889,600 7,330,000,000 0001128281 0001670076 0000027904
10 remainder_Revenues 8,837,614 95,374,568 3,590,418,839 45,265,200,000 58,048,000,000 0001128281 0001670076 0000027904
11 remainder_NetIncome -104,000,000 -87,535,200 448,685 280,200,000 409,000,000 0001158463 0001128281 0000092380
12 remainder_ComprehensiveNetIncome -344,000,000 -224,000,000 0 1,304,200 1,677,000 0000092380 0001128281 0001779128
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 2,291,671 25,630,203 1,673,157,126 42,425,800,000 62,539,000,000 0001128281 0001498710 0000027904
1 Assets 10,610,638 124,341,583 4,996,539,390 58,781,200,000 73,644,000,000 0001128281 0001670076 0000027904
2 Expenses 6,831,747 120,831,448 3,636,689,740 42,529,600,000 53,526,000,000 0001128281 0001670076 0000027904
3 Revenues 8,837,614 95,374,568 3,590,418,839 45,265,200,000 58,048,000,000 0001128281 0001670076 0000027904
4 StockholdersEquity 8,318,967 44,940,580 520,187,994 18,980,600,000 24,231,000,000 0001128281 0001743907 0000092380
5 NetIncome -487,387,000 -471,417,800 -10,989,243 2,951,400,000 4,609,000,000 0001819516 0001670076 0000027904
6 ComprehensiveNetIncome -487,712,500 -471,507,300 -11,488,843 2,869,400,000 4,587,000,000 0001819516 0001670076 0000027904
7 BaseVar 14,506,124 185,671,474 8,371,709,168 94,690,800,000 123,944,000,000 0001128281 0001670076 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -0.334 -0.174 0.546 1.06 1.22 0001819516 0001779128 0001128281
9 EconomicCapitalRatio 0.264 0.311 0.742 1.12 1.25 0001819516 0001779128 0001128281

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.0698 -0.0570 -0.00373 0.127 0.155 0000092380 0001158463 0001779128
1 LiabilitiesNonCurrent -0.238 -0.230 0.0877 0.190 0.223 0001670076 0001779128 0001128281
2 remainder_Liabilities -0.0219 -0.0202 0.0163 0.0303 0.0358 0001819516 0000027904 0001128281
3 AssetsCurrent -0.117 -0.114 -0.0332 0.156 0.203 0001670076 0001498710 0001779128
4 AssetsNoncurrent -0.0839 -0.0739 -0.0348 0.166 0.214 0001743907 0001158463 0000027904
5 PropertyPlantAndEquipmentNet -0.153 -0.136 0.0313 0.161 0.170 0001670076 0001498710 0001158463
6 remainder_Assets -0.190 -0.117 0.0125 0.0814 0.0872 0000027904 0001498710 0001743907
7 OperatingExpenses -0.322 -0.322 -0.115 0.454 0.466 0001158463 0000027904 0001128281
8 DepreciationDepletionAndAmortization -0.0223 -0.0216 -0.00103 0.0358 0.0384 0001743907 0001819516 0001128281
9 remainder_Expenses -0.913 -0.767 0.165 0.292 0.307 0001779128 0000027904 0000092380
10 remainder_Revenues -0.0976 -0.0838 -0.0143 0.148 0.220 0001670076 0001498710 0001128281
11 remainder_NetIncome -0.0216 -0.0179 -0.00340 0.0461 0.0538 0001743907 0000027904 0001128281
12 remainder_ComprehensiveNetIncome -0.00446 -0.00267 0.000268 0.00222 0.00341 0000092380 0001158463 0001779128
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.264 -0.249 0.0916 0.277 0.304 0001670076 0000092380 0001128281
1 Assets -0.0700 -0.0663 0.00510 0.0552 0.0696 0001670076 0001128281 0001498710
2 Expenses -0.263 -0.176 -0.00680 0.144 0.157 0001779128 0000092380 0001743907
3 Revenues -0.0976 -0.0838 -0.0143 0.148 0.220 0001670076 0001498710 0001128281
4 StockholdersEquity -0.271 -0.255 0.106 0.281 0.297 0001670076 0000092380 0001498710
5 NetIncome -0.192 -0.145 0.0193 0.228 0.327 0001779128 0001670076 0001128281
6 ComprehensiveNetIncome -0.189 -0.143 0.0195 0.228 0.327 0001779128 0001670076 0001128281
7 BaseVar nan nan nan nan nan 0000027904 0001498710 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -0.424 -0.377 0.0541 0.433 0.559 0001819516 0001779128 0001128281
9 EconomicCapitalRatio -0.435 -0.388 0.0432 0.422 0.548 0001819516 0001779128 0001128281

2024

Logs

warning 3 × The stock price does not exist industry.us_generic
warning 2 × No stock price available subcommand.plot
warning 2 × Missing logo subcommand.report
warning 1 × Ignoring company because Expenses is zero pre-agg
warning 1 × Ignoring company because Assets is zero pre-agg

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 1,208,149 11,967,074 918,136,081 19,473,000,000 26,670,000,000 0001128281 0001819516 0000027904
1 LiabilitiesNonCurrent 0 0 51,431,559 18,417,000,000 33,409,000,000 0000092380 0001819516 0000027904
2 remainder_Liabilities 0 0 5,993 1,286,406,500 1,862,625,000 0000027904 0001743907 0000894081
3 AssetsCurrent 10,781,872 85,761,936 619,828,542 10,559,000,000 11,274,000,000 0001128281 0001525221 0000092380
4 AssetsNoncurrent 0 5,156,000 407,700,857 35,083,342,500 65,528,000,000 0001128281 0001525221 0000027904
5 PropertyPlantAndEquipmentNet 102,073 15,510,036 1,077,637,563 28,325,500,000 37,595,000,000 0001128281 0001525221 0000027904
6 remainder_Assets -37,595,000,000 -18,797,500,000 354,594,023 966,000,000 970,000,000 0000027904 0001498710 0000092380
7 OperatingExpenses 0 0 1,276,983,258 36,489,000,000 47,473,000,000 0001128281 0000894081 0000027904
8 DepreciationDepletionAndAmortization 0 0 95,219,284 2,085,000,000 2,513,000,000 0001128281 0001743907 0000027904
9 remainder_Expenses 7,268,620 68,634,310 199,264,183 3,929,287,500 6,863,000,000 0001128281 0001743907 0000027904
10 remainder_Revenues 9,169,459 128,931,230 1,963,784,029 44,563,000,000 61,643,000,000 0001128281 0000894081 0000027904
11 remainder_NetIncome -1,337,000,000 -775,000,000 -36,403,061 152,500,000 277,000,000 0000027904 0001743907 0000092380
12 remainder_ComprehensiveNetIncome -39,099,000 -32,049,500 0 433,500,000 866,000,000 0001525221 0000894081 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities 1,208,149 17,972,574 1,770,005,334 36,177,500,000 60,079,000,000 0001128281 0001498710 0000027904
1 Assets 10,883,945 133,779,472 3,895,970,289 54,561,000,000 75,372,000,000 0001128281 0000894081 0000027904
2 Expenses 7,268,620 144,816,310 1,850,943,925 42,072,000,000 56,849,000,000 0001128281 0000894081 0000027904
3 Revenues 9,169,459 128,931,230 1,963,784,029 44,563,000,000 61,643,000,000 0001128281 0000894081 0000027904
4 StockholdersEquity -196,228,000 -93,276,102 891,864,740 18,383,500,000 21,474,000,000 0001819516 0001525221 0000092380
5 NetIncome -1,229,495,000 -1,012,247,500 27,459,469 1,961,000,000 3,457,000,000 0001498710 0000894081 0000027904
6 ComprehensiveNetIncome -1,229,367,500 -1,012,183,750 27,459,454 2,171,250,000 3,890,000,000 0001498710 0000894081 0000027904
7 BaseVar 14,588,094 215,055,047 5,104,471,041 89,313,000,000 128,073,000,000 0001128281 0000894081 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -0.373 -0.145 0.390 1.02 1.25 0001819516 0001525221 0001128281
9 EconomicCapitalRatio 0.253 0.324 0.638 1.09 1.27 0001819516 0001525221 0001128281

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

  xvar min 5% median 95% max min_company median_company max_company
0 LiabilitiesCurrent -0.109 -0.0824 -0.00388 0.207 0.211 0000092380 0001743907 0001128281
1 LiabilitiesNonCurrent -0.293 -0.249 0.0528 0.180 0.217 0001670076 0000894081 0001128281
2 remainder_Liabilities -0.338 -0.264 0.0836 0.145 0.179 0000894081 0000027904 0001128281
3 AssetsCurrent -0.101 -0.0984 -0.0142 0.0900 0.105 0000027904 0001498710 0001779128
4 AssetsNoncurrent -0.0791 -0.0704 -0.0353 0.188 0.238 0001743907 0001819516 0000027904
5 PropertyPlantAndEquipmentNet -0.163 -0.122 0.0182 0.176 0.226 0001670076 0000027904 0000894081
6 remainder_Assets -0.189 -0.103 0.00401 0.0744 0.0849 0000027904 0001158463 0001743907
7 OperatingExpenses -0.380 -0.329 -0.0822 0.540 0.578 0000092380 0001525221 0001779128
8 DepreciationDepletionAndAmortization -0.0568 -0.0373 0.000204 0.0532 0.0552 0000894081 0001819516 0001128281
9 remainder_Expenses -1.32 -1.03 0.163 0.226 0.266 0001779128 0001525221 0000092380
10 remainder_Revenues -0.113 -0.106 -0.0140 0.275 0.309 0001670076 0001525221 0001128281
11 remainder_NetIncome -0.0701 -0.0411 0.00217 0.0402 0.0546 0001128281 0001158463 0001779128
12 remainder_ComprehensiveNetIncome -0.00731 -0.00577 0.000734 0.00365 0.00606 0001525221 0001743907 0000027904
  yvar min 5% median 95% max min_company median_company max_company
0 Liabilities -0.262 -0.208 -0.0593 0.426 0.466 0001670076 0001819516 0001128281
1 Assets -0.0755 -0.0633 -0.00722 0.0714 0.0792 0000027904 0001743907 0001498710
2 Expenses -0.479 -0.287 0.00135 0.118 0.147 0001779128 0001819516 0000894081
3 Revenues -0.113 -0.106 -0.0140 0.275 0.309 0001670076 0001525221 0001128281
4 StockholdersEquity -0.245 -0.225 -0.0462 0.347 0.388 0001670076 0000894081 0001128281
5 NetIncome -0.129 -0.117 0.0369 0.139 0.209 0001498710 0000092380 0001128281
6 ComprehensiveNetIncome -0.128 -0.118 0.0373 0.143 0.210 0001498710 0000092380 0001128281
7 BaseVar nan nan nan nan nan 0000027904 0001498710 0000027904
8 EconomicCapitalRatiobeforeLimitedLiability -0.430 -0.359 -0.0449 0.409 0.591 0001819516 0001525221 0001128281
9 EconomicCapitalRatio -0.441 -0.370 -0.0561 0.398 0.580 0001819516 0001525221 0001128281

Estimates

Parameter Value Min Max
PresentValueFactor 1.0 1.0 15.0
BalanceFactor 0.65 0.5 5.0
OCIFactor 0.5 0.5 1.0
HiddenReservesFactor 0.0 0.0 1.0
LLPO_stddev 0.56 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            
0000004515 American Airlines INC America nan 2010 nan nan nan nan nan nan
2011 nan nan nan nan nan nan
2012 nan nan nan nan nan nan
0000006201 American Airlines Group Inc America AAL 2010 9.5200 1.0000 9.5200 nan nan nan
2011 5.3400 1.0000 5.3400 335,227,024.0 1,790,112,308.16 0.1102
2012 12.5200 1.0000 12.5200 335,271,557.0 4,197,599,893.64 0.2558
2013 24.6300 1.0000 24.6300 335,598,131.0 8,265,781,966.53 0.1894
2014 48.4500 1.0000 48.4500 717,263,563.0 34,751,419,627.35 0.8127
2015 40.9500 1.0000 40.9500 630,325,539.0 25,811,830,822.05 0.5661
2016 46.9000 1.0000 46.9000 518,125,156.0 24,300,069,816.40 0.4920
2017 50.8900 1.0000 50.8900 478,499,073.0 24,350,817,824.97 0.4926
2018 31.5300 1.0000 31.5300 460,581,463.0 14,522,133,528.39 0.2394
2019 28.5100 1.0000 28.5100 438,057,971.0 12,489,032,753.21 0.2080
2020 15.9700 1.0000 15.9700 508,631,777.0 8,122,849,478.69 0.1242
0000027904 Delta AIR Lines INC Delta A DAL 2010 10.8600 1.0000 10.8600 nan nan nan
2011 7.2600 1.0000 7.2600 847,144,480.0 6,150,268,924.80 0.1391
2013 24.0300 1.0000 24.0300 855,545,884.0 20,558,767,592.52 0.4429
2014 42.0700 1.0000 42.0700 836,941,362.0 35,210,123,099.34 0.7083
2015 45.9200 1.0000 45.9200 786,473,621.0 36,114,868,676.32 0.7570
2016 45.2600 1.0000 45.2600 736,384,650.0 33,328,769,259.00 0.7387
2017 51.8000 1.0000 51.8000 712,973,139.0 36,932,008,600.20 0.7971
2018 47.7700 1.0000 47.7700 685,618,701.0 32,752,005,346.77 0.6131
2019 57.4000 1.0000 57.4000 646,742,854.0 37,123,039,819.60 0.6530
2020 39.3500 1.0000 39.3500 637,734,301.0 25,094,844,744.35 0.3523
2021 38.2500 1.0000 38.2500 640,013,818.0 24,480,528,538.50 0.3472
2022 32.2300 1.0000 32.2300 641,188,362.0 20,665,500,907.26 0.2995
2023 40.2900 1.0000 40.2900 643,463,433.0 25,925,141,715.57 0.3807
2024 60.5400 1.0000 60.5400 645,281,221.0 39,065,325,119.34 0.5769
0000073887 Bristow Group Inc Bristow nan 2010 nan nan nan nan nan nan
2011 nan nan nan 36,161,521.0 nan nan
2012 nan nan nan 35,766,934.0 nan nan
2013 nan nan nan 36,622,619.0 nan nan
2014 nan nan nan 35,158,196.0 nan nan
2015 nan nan nan nan nan nan
0000092380 Southwest Airlines CO Southwe LUV 2010 11.3300 1.0000 11.3300 nan nan nan
2011 7.4300 1.0000 7.4300 772,906,217.0 5,742,693,192.31 0.5080
2012 9.1200 1.0000 9.1200 728,096,579.0 6,640,240,800.48 0.5715
2013 16.6800 1.0000 16.6800 696,720,541.0 11,621,298,623.88 0.9287
2014 36.9800 1.0000 36.9800 678,744,363.0 25,099,966,543.74 1.9217
2015 39.0400 1.0000 39.0400 650,355,108.0 25,389,863,416.32 1.7682
2016 45.5800 1.0000 45.5800 615,597,738.0 28,058,944,898.04 1.8625
2017 60.2400 1.0000 60.2400 593,387,660.0 35,745,672,638.40 2.2331
2021 39.2900 1.0000 39.2900 591,919,907.0 23,256,533,146.03 1.0227
2022 33.6200 1.0000 33.6200 593,752,004.0 19,961,942,374.48 0.8726
2023 28.1900 1.0000 28.1900 595,633,723.0 16,790,914,651.37 0.6889
2024 33.2000 1.0000 33.2000 598,456,459.0 19,868,754,438.80 0.8634
0000100517 United Airlines Holdings Inc United UAL 2010 23.9100 1.0000 23.9100 nan nan nan
2011 20.0600 1.0000 20.0600 nan nan nan
2013 37.3100 1.0000 37.3100 361,871,592.0 13,501,429,097.52 0.4521
2014 64.5900 1.0000 64.5900 369,070,761.0 23,838,280,452.99 0.9562
2015 58.0200 1.0000 58.0200 372,810,266.0 21,630,451,633.32 0.8121
2016 74.4500 1.0000 74.4500 317,285,583.0 23,621,911,654.35 0.9012
2017 67.1900 1.0000 67.1900 296,252,435.0 19,905,201,107.65 0.7237
2018 83.7700 1.0000 83.7700 272,464,412.0 22,824,343,793.24 0.7869
2019 89.1900 1.0000 89.1900 253,043,650.0 22,568,963,143.50 0.6682
2020 43.9900 1.0000 43.9900 290,990,973.0 12,800,692,902.27 0.3542
2021 44.2800 1.0000 44.2800 323,806,517.0 14,338,152,572.76 0.3316
0000230211 Federal Express CORP Federal nan 2011 nan nan nan nan nan nan
2012 nan nan nan nan nan nan
2013 nan nan nan nan nan nan
2014 nan nan nan nan nan nan
0000350403 PHI Group Inc DE PHI Gro nan 2011 nan nan nan 2,852,616.0 nan 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
0000353184 AIR T INC AIR T I AIRT 2013 7.6400 1.5000 11.4600 2,446,286.0 28,034,437.56 1.2762
2014 16.5500 1.5000 24.8300 2,355,028.0 58,475,345.24 2.5282
2015 15.7200 1.5000 23.5800 2,372,527.0 55,944,186.66 2.1637
2016 15.2400 1.5000 22.8600 2,042,789.0 46,698,156.54 1.3531
2018 17.8000 1.5000 26.7000 2,029,614.0 54,190,693.80 0.6450
2020 15.1500 1.0000 15.1500 2,881,853.0 43,660,072.95 0.3213
2021 24.4900 1.0000 24.4900 2,881,853.0 70,576,579.97 0.5426
0000701345 US Airways Group INC US Airw nan 2011 nan nan nan 162,112,185.0 nan nan
2012 nan nan nan 162,136,198.0 nan nan
0000810332 MESA AIR Group INC MESA AI MESA 2020 6.4000 1.0000 6.4000 35,526,918.0 227,372,275.20 0.1786
2021 5.6300 1.0000 5.6300 35,958,759.0 202,447,813.17 0.1670
0000816159 AIR Methods CORP AIR Met nan 2011 nan nan nan 12,708,185.0 nan nan
2012 nan nan nan nan nan nan
2013 nan nan nan 39,039,989.0 nan nan
2014 nan nan nan 39,205,446.0 nan nan
2015 nan nan nan nan nan nan
2016 nan nan nan nan nan nan
0000842722 Fuse Science Inc Fuse Sc nan 2012 nan nan nan 126,202,256.0 nan nan
2013 nan nan nan 273,763,024.0 nan nan
0000869187 Baltia AIR Lines INC Baltia nan 2014 nan nan nan 5,244,875,520.0 nan nan
0000894081 Air Transport Services Group Inc Air Tra ATSG 2011 nan nan nan 64,069,154.0 nan nan
2024 nan nan nan 65,759,904.0 nan nan
0000899394 Harbor Diversified INC Harbor HRBR 2019 0.0300 1.0000 0.0300 nan nan nan
2020 0.3000 1.0000 0.3000 54,863,305.0 16,458,991.50 0.0576
2021 2.1000 1.0000 2.1000 54,139,833.0 113,693,649.30 0.3920
2022 2.1500 1.0000 2.1500 45,652,266.0 98,152,371.90 0.3769
0000914397 Great Lakes Aviation LTD Great L nan 2011 nan nan nan 14,291,970.0 nan nan
2012 nan nan nan 8,919,990.0 nan nan
2013 nan nan nan 8,974,990.0 nan nan
2014 nan nan nan 8,974,990.0 nan nan
0000948846 Airtran Holdings INC Airtran nan 2010 nan nan nan nan nan nan
0001048911 Fedex CORP Fedex C FDX 2010 78.3300 1.0000 78.3300 nan nan nan
2011 71.4000 1.0000 71.4000 314,484,094.0 22,454,164,311.60 1.3917
2012 78.5300 1.0000 78.5300 314,461,506.0 24,694,662,066.18 1.4000
2013 122.1000 1.0000 122.1000 312,228,182.0 38,123,061,022.20 1.9392
2014 150.9600 1.0000 150.9600 283,312,620.0 42,768,873,115.20 2.2286
2015 129.1800 1.0000 129.1800 275,615,246.0 35,603,977,478.28 1.6760
2016 167.2700 1.0000 167.2700 266,509,290.0 44,579,008,938.30 1.6521
2017 220.1000 1.0000 220.1000 267,889,623.0 58,962,506,022.30 2.0883
2018 143.0900 1.0000 143.0900 261,043,625.0 37,352,732,301.25 1.2058
2019 136.6900 1.0000 136.6900 261,119,074.0 35,692,366,225.06 1.1257
2020 247.8800 1.0000 247.8800 265,070,592.0 65,705,698,344.96 1.5666
2021 236.9300 1.0000 236.9300 264,969,342.0 62,779,186,200.06 1.3020
2022 164.1900 1.0000 164.1900 252,397,140.0 41,441,086,416.60 0.8266
0001128281 Saker Aviation Services Inc Saker A SKAS 2012 2.1300 0.0330 0.0700 33,040,422.0 2,312,829.54 0.3849
2014 2.2000 0.0330 0.0700 33,107,610.0 2,317,532.70 0.4693
2015 1.6000 0.0330 0.0500 33,107,610.0 1,655,380.50 0.4073
2016 3.1800 0.0330 0.1000 33,157,610.0 3,315,761.00 0.7648
2017 3.0600 0.0330 0.1000 33,422,995.0 3,342,299.50 0.8524
2018 2.2100 0.0330 0.0700 30,195,034.0 2,113,652.38 0.6000
2019 5.6800 1.0000 5.6800 1,013,033.0 5,754,027.44 1.2865
2021 2.5500 1.0000 2.5500 1,028,863.0 2,623,600.65 0.7793
2022 5.6000 1.0000 5.6000 976,330.0 5,467,448.00 1.3595
2023 7.8200 1.0000 7.8200 976,330.0 7,634,900.60 1.1835
2024 7.7900 1.0000 7.7900 989,994.0 7,712,053.26 1.2756
0001135185 Atlas AIR Worldwide Holdings INC Atlas A nan 2011 nan nan nan 26,302,167.0 nan nan
2012 nan nan nan 26,443,441.0 nan nan
2013 nan nan nan 25,038,629.0 nan nan
2014 nan nan nan 24,805,297.0 nan nan
2015 nan nan nan 24,631,001.0 nan nan
2016 nan nan nan 25,009,609.0 nan nan
2017 nan nan nan 25,283,100.0 nan nan
2018 nan nan nan 25,590,293.0 nan nan
2019 nan nan nan 25,870,876.0 nan nan
2020 nan nan nan 27,517,297.0 nan nan
2021 nan nan nan 29,028,291.0 nan nan
2022 nan nan nan 28,364,198.0 nan nan
0001158463 Jetblue Airways CORP Jetblue JBLU 2010 6.6300 1.0000 6.6300 nan nan nan
2011 5.3100 1.0000 5.3100 297,160,580.0 1,577,922,679.80 0.3717
2012 5.7400 1.0000 5.7400 284,298,140.0 1,631,871,323.60 0.3761
2013 8.5500 1.0000 8.5500 282,338,879.0 2,413,997,415.45 0.5231
2014 15.4500 1.0000 15.4500 291,811,585.0 4,508,488,988.25 0.9225
2015 23.3000 1.0000 23.3000 315,060,521.0 7,340,910,139.30 1.3426
2016 22.2800 1.0000 22.2800 323,732,696.0 7,212,764,466.88 1.2316
2017 22.3900 1.0000 22.3900 320,646,948.0 7,179,285,165.72 1.1790
2018 16.0600 1.0000 16.0600 304,786,233.0 4,894,866,901.98 0.7624
2019 18.9300 1.0000 18.9300 288,694,046.0 5,464,978,290.78 0.7496
2020 14.4500 1.0000 14.4500 272,483,649.0 3,937,388,728.05 0.4897
2021 14.4500 1.0000 14.4500 318,030,520.0 4,595,541,014.00 0.5388
2022 6.4600 1.0000 6.4600 323,877,614.0 2,092,249,386.44 0.2494
2023 5.7100 1.0000 5.7100 333,289,326.0 1,903,082,051.46 0.2177
2024 7.7400 1.0000 7.7400 346,876,706.0 2,684,825,704.44 0.2591
0001159154 Republic Airways Holdings INC Republi nan 2013 nan nan nan 48,558,312.0 nan nan
2014 nan nan nan 49,786,619.0 nan nan
2015 nan nan nan nan nan nan
0001166291 Pinnacle Airlines CORP Pinnacl nan 2011 nan nan nan nan nan nan
0001172222 Hawaiian Holdings INC Hawaiia nan 2011 nan nan nan 50,712,907.0 nan nan
2012 nan nan nan 51,388,041.0 nan nan
2014 nan nan nan 54,023,742.0 nan nan
2015 nan nan nan 53,214,218.0 nan nan
2016 nan nan nan 53,426,475.0 nan nan
2017 nan nan nan 52,471,736.0 nan nan
2018 nan nan nan 49,403,496.0 nan nan
2019 nan nan nan 46,591,737.0 nan nan
2020 nan nan nan 46,003,751.0 nan nan
2021 nan nan nan 51,212,761.0 nan nan
2022 nan nan nan 51,411,336.0 nan nan
0001498710 Spirit Aviation Holdings Inc Spirit FLYY 2011 nan 1.0000 nan 72,530,256.0 nan nan
2012 nan 1.0000 nan nan nan nan
2013 nan 1.0000 nan 72,647,167.0 nan nan
2014 nan 1.0000 nan 72,766,894.0 nan nan
2015 nan 1.0000 nan 71,539,630.0 nan nan
2016 nan 1.0000 nan 69,322,496.0 nan nan
2017 nan 1.0000 nan 69,373,154.0 nan nan
2018 nan 1.0000 nan 68,264,513.0 nan nan
2019 nan 1.0000 nan 68,448,433.0 nan nan
2020 nan 1.0000 nan 97,678,265.0 nan nan
2021 nan 1.0000 nan 108,405,182.0 nan nan
2022 nan 1.0000 nan 108,857,162.0 nan nan
2023 nan 1.0000 nan 109,167,560.0 nan nan
2024 nan 1.0000 nan 109,523,815.0 nan nan
0001514226 Delta Tucker Holdings Inc Delta T nan 2011 nan nan nan nan nan nan
2012 nan nan nan nan nan nan
0001525221 Bristow Group Inc Bristow VTOL 2013 62.1700 0.5000 31.0800 20,189,222.0 627,481,019.76 0.8475
2014 42.4900 0.5000 21.2400 20,371,872.0 432,698,561.28 0.5499
2024 33.3600 1.0000 33.3600 28,628,000.0 955,030,080.00 0.5686
0001539429 CHC Helicopter S A CHC Hel nan 2012 nan nan nan nan nan nan
0001614436 Virgin America Inc Virgin nan 2015 nan nan nan nan nan nan
0001670076 Frontier Group Holdings Inc Frontie ULCC 2021 13.9200 1.0000 13.9200 216,012,632.0 3,006,895,837.44 0.7574
2022 10.5700 1.0000 10.5700 217,763,933.0 2,301,764,771.81 0.5423
2023 5.4400 1.0000 5.4400 221,063,721.0 1,202,586,642.24 0.2537
2024 7.1100 1.0000 7.1100 225,372,311.0 1,602,397,131.21 0.2737
0001743907 Sun Country Airlines Holdings Inc Sun Cou SNCY 2021 27.0800 1.0000 27.0800 57,872,452.0 1,567,186,000.16 1.3832
2022 16.0900 1.0000 16.0900 57,325,238.0 922,363,079.42 0.7217
2023 16.0700 1.0000 16.0700 53,291,001.0 856,386,386.07 0.6267
2024 14.9200 1.0000 14.9200 53,157,964.0 793,116,822.88 0.5897
0001779128 Blade Air Mobility Inc Blade A BLDE 2021 8.8900 1.0000 8.8900 70,552,827.0 627,214,632.03 3.1713
2022 3.6300 1.0000 3.6300 71,653,281.0 260,101,410.03 1.3870
2023 3.4400 1.0000 3.4400 74,633,754.0 256,740,113.76 1.4441
2024 4.1000 1.0000 4.1000 78,314,023.0 321,087,494.30 2.2037
0001819516 Wheels Up Experience Inc Wheels UP 2021 44.7000 0.1000 4.4700 245,740,164.0 1,098,458,533.08 0.6810
2022 10.3500 0.1000 1.0300 247,502,983.0 254,928,072.49 0.1425
2023 2.9600 1.0000 2.9600 166,812,505.0 493,765,014.80 0.3900
2024 1.7500 1.0000 1.7500 697,811,664.0 1,221,170,412.00 0.9722