QA: us_savings 2016-2022

Table of Contents

Ranks across the years

name name_short 2016 2017 2018 2019 2020 2021 2022 2016-val 2017-val 2018-val 2019-val 2020-val 2021-val 2022-val 2016->2017 2017->2018 2018->2019 2019->2020 2020->2021 2021->2022
0001806201 Open Lending Corp Open Le NaN NaN NaN NaN NaN 2 1 NaN NaN NaN NaN NaN 94.250300 63.330900 NaN NaN NaN NaN NaN -1
0001089907 SWK Holdings Corp SWK Hol NaN 1 1 1 2 1 2 NaN 101.337000 103.290000 104.400000 81.654500 107.045000 60.623000 NaN 0 0 1 -1 1
0001000045 NICHOLAS FINANCIAL INC NICHOLA 6 6 7 4 5 4 3 23.295800 21.433700 23.101500 24.400000 30.944200 42.603700 48.805600 0 1 -3 1 -1 -1
0001821160 Guild Holdings Co Guild H NaN NaN NaN NaN 12 12 4 NaN NaN NaN NaN 16.596800 18.958700 36.454800 NaN NaN NaN NaN 0 -8
0001805284 Rocket Companies Inc. Rocket NaN NaN NaN NaN 19 13 5 NaN NaN NaN NaN 12.320800 18.596800 27.039000 NaN NaN NaN NaN -6 -8
0001529864 Enova International Inc. Enova I 9 10 8 6 4 6 6 17.326800 17.138500 20.554700 17.002100 50.547100 36.213200 25.191100 1 -2 -2 -2 2 0
0000885550 CREDIT ACCEPTANCE CORP CREDIT 4 5 5 3 6 7 7 25.323900 29.354900 29.938300 29.378500 24.820300 30.445700 22.070700 1 0 -2 3 1 0
0001783398 UWM Holdings Corp UWM Hol NaN NaN NaN NaN 1 21 8 NaN NaN NaN NaN 88.385200 15.059600 20.955100 NaN NaN NaN NaN 20 -13
0001084961 ENCORE CAPITAL GROUP INC ENCORE 21 22 19 9 7 10 9 9.783830 11.449900 11.655500 15.982600 19.787100 23.874500 18.861800 1 -3 -10 -2 3 -1
0001041514 LESAKA TECHNOLOGIES INC LESAKA 3 3 2 96 3 3 10 34.676000 41.403000 58.466500 -23.684400 69.642100 67.277000 18.057900 0 -1 94 -93 0 7
0000864270 AMERICAN HONDA FINANCE CORP AMERICA 17 24 NaN 13 15 16 11 11.338000 11.121800 NaN 14.475000 14.073100 16.323500 17.279700 7 NaN NaN 2 1 -5
0001464343 Atlanticus Holdings Corp Atlanti NaN NaN NaN 42 10 11 12 NaN NaN NaN 7.579580 18.380100 22.618400 17.032600 NaN NaN NaN -32 1 1
0001029199 EURONET WORLDWIDE INC. EURONET NaN NaN NaN NaN 9 20 13 NaN NaN NaN NaN 18.798100 15.064200 16.194900 NaN NaN NaN NaN 11 -7
0001745916 PennyMac Financial Services Inc. PennyMa NaN NaN 10 10 22 17 14 NaN NaN 16.106300 15.520300 11.174700 15.893700 14.655200 NaN NaN 0 12 -5 -3
0001845799 Cullman Bancorp Inc. MD Cullman NaN NaN NaN NaN NaN 15 15 NaN NaN NaN NaN NaN 16.845400 13.517500 NaN NaN NaN NaN NaN 0
0001881592 NSTS Bancorp Inc. NSTS Ba NaN NaN NaN NaN NaN 66 16 NaN NaN NaN NaN NaN 6.613570 13.063600 NaN NaN NaN NaN NaN -50
0001519401 Regional Management Corp. Regiona 7 7 66 5 11 14 17 20.997800 21.086700 6.430410 19.473100 16.820900 17.451000 13.048900 0 59 -61 6 3 3
0000731288 PACCAR FINANCIAL CORP PACCAR NaN 12 23 21 24 25 18 NaN 15.566000 10.939500 10.176700 10.614400 13.385200 12.993000 NaN 11 -2 3 1 -7
0001001171 BROADWAY FINANCIAL CORP \DE\ BROADWA NaN 63 65 75 73 68 19 NaN 6.590040 6.446610 5.884910 5.226770 6.430880 12.306800 NaN 2 10 -2 -5 -49
0001847398 NorthEast Community Bancorp Inc. MD NorthEa NaN NaN NaN NaN NaN 26 20 NaN NaN NaN NaN NaN 12.520000 12.066200 NaN NaN NaN NaN NaN -6
0001828376 William Penn Bancorporation William NaN NaN NaN NaN NaN 18 21 NaN NaN NaN NaN NaN 15.701800 10.858400 NaN NaN NaN NaN NaN 3
0001850398 TC Bancshares Inc. TC Banc NaN NaN NaN NaN NaN 23 22 NaN NaN NaN NaN NaN 13.792100 10.776500 NaN NaN NaN NaN NaN -1
0001584207 OneMain Holdings Inc. OneMain 20 26 17 12 20 24 23 10.699200 10.334900 12.641200 15.001000 12.050300 13.770900 10.526400 6 -9 -5 8 4 -1
0001820953 Affirm Holdings Inc. Affirm NaN NaN NaN NaN NaN 9 24 NaN NaN NaN NaN NaN 24.234600 10.376400 NaN NaN NaN NaN NaN 15
0001569994 Waterstone Financial Inc. Waterst 12 13 14 14 14 22 25 14.503300 14.491700 13.331600 13.100800 14.630100 14.189600 10.094600 1 1 0 0 8 3
0001846017 Blue Foundry Bancorp Blue Fo NaN NaN NaN NaN NaN 29 26 NaN NaN NaN NaN NaN 10.535800 9.472510 NaN NaN NaN NaN NaN -3
0001393612 Discover Financial Services Discove 28 40 37 34 59 27 27 9.294660 7.981740 8.012460 8.257420 6.279370 11.603500 9.202710 12 -3 -3 25 -32 0
0001544190 Shepherd's Finance LLC Shepher 22 29 52 45 87 51 28 9.563750 9.343850 7.028750 7.549760 1.236770 7.488080 9.196920 7 23 -7 42 -36 -23
0000834071 TOYOTA MOTOR CREDIT CORP TOYOTA 78 97 NaN 56 48 46 29 5.067510 4.256000 NaN 6.929930 6.911460 7.788030 9.172520 19 NaN NaN -8 -2 -17
0001297341 Kentucky First Federal Bancorp Kentuck 14 17 NaN 18 77 34 30 13.657400 12.541500 NaN 11.408400 4.541800 8.965900 9.137860 3 NaN NaN 59 -43 -4
0001823406 Affinity Bancshares Inc. Affinit NaN NaN NaN NaN 71 33 31 NaN NaN NaN NaN 5.384920 9.282520 8.105080 NaN NaN NaN NaN -38 -2
0001787414 Bogota Financial Corp. Bogota NaN NaN NaN 81 26 28 32 NaN NaN NaN 5.484530 9.804310 10.648400 8.030240 NaN NaN NaN -55 2 4
0001691337 PCSB Financial Corp PCSB Fi NaN 23 21 23 29 36 33 NaN 11.341100 11.206600 10.076100 8.755050 8.805430 7.993840 NaN -2 2 6 7 -3
0001550603 MALVERN BANCORP INC. MALVERN NaN 78 64 62 56 NaN 34 NaN 5.750380 6.459270 6.652860 6.564990 NaN 7.924880 NaN -14 -2 -6 NaN NaN
0001835385 Marathon Bancorp Inc. MD Maratho NaN NaN NaN NaN NaN 39 35 NaN NaN NaN NaN NaN 8.229170 7.924050 NaN NaN NaN NaN NaN -4
0001807893 STANDARD PREMIUM FINANCE HOLDINGS INC. STANDAR NaN NaN NaN NaN NaN 65 36 NaN NaN NaN NaN NaN 6.797100 7.796640 NaN NaN NaN NaN NaN -29
0001046050 TIMBERLAND BANCORP INC TIMBERL NaN NaN NaN NaN 38 59 37 NaN NaN NaN NaN 7.409640 7.207510 7.007870 NaN NaN NaN NaN 21 -22
0001382230 ESSA Bancorp Inc. ESSA Ba 69 73 85 59 66 63 38 5.727100 5.890740 5.511070 6.805000 5.970490 6.933900 6.986730 4 12 -26 7 -3 -25
0001447051 Territorial Bancorp Inc. Territo 44 56 NaN NaN 41 53 39 7.440990 6.997970 NaN NaN 7.145230 7.428830 6.966630 12 NaN NaN NaN 12 -14
0001493225 Northfield Bancorp Inc. Northfi 25 28 28 31 30 38 40 9.475420 9.367690 9.069530 8.539950 8.222580 8.487110 6.883410 3 0 3 -1 8 2
0001552493 CNH Industrial Capital LLC CNH Ind NaN 45 67 64 54 52 41 NaN 7.659560 6.429510 6.575730 6.577460 7.469410 6.758910 NaN 22 -3 -10 -2 -11
0001538263 HomeTrust Bancshares Inc. HomeTru 41 57 55 50 57 69 42 7.602070 6.935530 6.806960 7.149890 6.485270 6.416170 6.741380 16 -2 -5 7 12 -27
0001849670 PB Bankshares Inc. PB Bank NaN NaN NaN NaN NaN 44 43 NaN NaN NaN NaN NaN 7.989740 6.678110 NaN NaN NaN NaN NaN -1
0000027673 DEERE JOHN CAPITAL CORP DEERE J 55 64 38 69 52 55 44 6.549200 6.586440 7.921860 6.448010 6.700660 7.330510 6.558650 9 -26 31 -17 3 -11
0001830197 Home Point Capital Inc. Home Po NaN NaN NaN NaN NaN 42 45 NaN NaN NaN NaN NaN 8.072740 6.474090 NaN NaN NaN NaN NaN 3
0001617242 Kearny Financial Corp. Kearny NaN NaN NaN 26 28 37 46 NaN NaN NaN 9.718350 9.291690 8.610330 6.224160 NaN NaN NaN 2 9 9
0000070502 NATIONAL RURAL UTILITIES COOPERATIVE FINANCE CORP DC NATIONA 90 101 93 93 NaN 91 47 1.492000 3.534290 4.639970 1.899380 NaN 5.230040 6.193130 11 -8 0 NaN NaN -44
0001178970 PROVIDENT FINANCIAL SERVICES INC PROVIDE 39 39 32 28 34 47 48 8.032400 8.053620 8.768140 9.181950 7.602770 7.776260 6.181110 0 -7 -4 6 13 1
0000916907 SOUTHERN MISSOURI BANCORP INC. SOUTHER NaN NaN 61 NaN NaN 56 49 NaN NaN 6.630420 NaN NaN 7.320820 6.128410 NaN NaN NaN NaN NaN -7
0001049782 BROOKLINE BANCORP INC BROOKLI 53 52 44 43 62 61 50 6.610990 7.150040 7.539240 7.577720 6.157480 7.203470 6.108820 -1 -8 -1 19 -1 -11
0001541119 Sound Financial Bancorp Inc. Sound F 58 70 68 61 NaN 70 51 6.347120 6.158840 6.294040 6.696570 NaN 6.384100 6.080930 12 -2 -7 NaN NaN -19
0001849466 Texas Community Bancshares Inc. Texas C NaN NaN NaN NaN NaN 35 52 NaN NaN NaN NaN NaN 8.892940 6.002910 NaN NaN NaN NaN NaN 17
0001781730 Third Coast Bancshares Inc. Third C NaN NaN NaN NaN NaN 64 53 NaN NaN NaN NaN NaN 6.895650 5.752040 NaN NaN NaN NaN NaN -11
0001046025 HERITAGE FINANCIAL CORP WA HERITAG 42 43 33 27 35 58 54 7.548850 7.708230 8.656920 9.518560 7.597450 7.275010 5.646050 1 -10 -6 8 23 -4
0001258602 NELNET INC NELNET 79 83 99 91 81 92 55 4.951910 5.487980 2.820320 2.396720 4.028450 5.189240 5.581620 4 16 -8 -10 11 -37
0001490906 Capitol Federal Financial Inc. Capitol 29 NaN NaN NaN NaN 48 56 9.071730 NaN NaN NaN NaN 7.753590 5.560750 NaN NaN NaN NaN NaN 8
0001228454 BCB BANCORP INC BCB BAN 85 86 96 86 69 74 57 4.339620 5.363930 4.469100 5.152160 5.469330 6.097300 5.398720 1 10 -10 -17 5 -17
0001680379 Sterling Bancorp Inc. Sterlin NaN NaN 43 70 82 62 58 NaN NaN 7.549590 6.358780 3.874800 7.168880 5.396360 NaN NaN 27 12 -20 -4
0001303942 BankFinancial CORP BankFin 45 54 45 55 58 89 59 7.240950 7.062170 7.506620 6.989360 6.330540 5.302880 5.344990 9 -9 10 3 31 -30
0001341318 LAKE SHORE BANCORP INC. LAKE SH 30 34 35 36 36 57 60 8.881350 8.748520 8.517890 8.202490 7.514640 7.316900 5.306970 4 1 1 0 21 3
0001157647 Western New England Bancorp Inc. Western NaN NaN 59 68 70 87 61 NaN NaN 6.690050 6.478060 5.425990 5.543110 5.216330 NaN NaN 9 2 17 -26
0001531031 Esquire Financial Holdings Inc. Esquire NaN 32 46 37 42 77 62 NaN 9.157970 7.456050 8.197290 7.100000 6.008700 5.195740 NaN 14 -9 5 35 -15
0001500375 Home Federal Bancorp Inc. of Louisiana Home Fe 48 66 62 47 64 81 63 6.960180 6.527910 6.629090 7.424240 6.088310 5.763680 5.151900 18 -4 -15 17 17 -18
0001436425 HOME BANCORP INC. HOME BA NaN NaN NaN 30 37 50 64 NaN NaN NaN 8.742030 7.435590 7.580860 4.824820 NaN NaN NaN 7 13 14
0001367859 Citizens Community Bancorp Inc. Citizen 76 95 40 74 65 71 65 5.375730 4.341140 7.703100 5.917320 6.053490 6.369870 4.817980 19 -55 34 -9 6 -6
0001530249 FS Bancorp Inc. FS Banc 56 38 50 40 32 54 66 6.400930 8.170340 7.401420 7.756360 7.807510 7.346790 4.752130 -18 12 -10 -8 22 12
0000792966 FARMERS & MERCHANTS BANCORP INC FARMERS NaN NaN 51 32 33 76 67 NaN NaN 7.242330 8.475670 7.662840 6.015890 4.617550 NaN NaN -19 1 43 -9
0001408534 First Guaranty Bancshares Inc. First G 77 90 91 84 78 94 68 5.085550 5.134860 4.736200 5.238990 4.534200 4.770540 4.541570 13 1 -7 -6 16 -26
0001032033 SLM Corp SLM Cor 38 47 39 51 NaN NaN 69 8.244740 7.484410 7.875430 7.125890 NaN NaN 4.496020 9 -8 12 NaN NaN NaN
0001163370 NORTHRIM BANCORP INC NORTHRI 43 42 31 39 46 84 70 7.520460 7.715150 8.893520 7.833330 6.928030 5.691720 4.252330 -1 -11 8 7 38 -14
0001695963 Korth Direct Mortgage Inc. Korth D NaN 107 102 77 85 88 71 NaN -17.962700 -0.608935 5.659660 2.077760 5.531120 3.974590 NaN -5 -25 8 3 -17
0001060219 SALISBURY BANCORP INC. SALISBU NaN 75 83 63 61 85 72 NaN 5.831740 5.621340 6.587640 6.169410 5.656780 3.956700 NaN 8 -20 -2 24 -13
0001823365 Generations Bancorp NY Inc. Generat NaN NaN NaN NaN NaN 67 73 NaN NaN NaN NaN NaN 6.607190 3.876190 NaN NaN NaN NaN NaN 6
0001077771 UMPQUA HOLDINGS CORP UMPQUA 23 27 34 NaN NaN 83 74 9.505920 9.497720 8.647920 NaN NaN 5.719710 3.750700 4 7 NaN NaN NaN -9
0001070524 GREENE COUNTY BANCORP INC GREENE 71 80 81 71 74 96 75 5.553730 5.601150 5.631000 6.132110 5.191480 4.610630 3.595070 9 1 -10 3 22 -21
0000806279 CODORUS VALLEY BANCORP INC CODORUS 68 76 69 65 72 95 76 5.742000 5.804610 6.265440 6.575580 5.315970 4.682850 3.519840 8 -7 -4 7 23 -19
0001108134 BERKSHIRE HILLS BANCORP INC BERKSHI 46 50 42 38 90 73 77 7.177320 7.371360 7.607270 8.123700 0.489169 6.163680 3.502240 4 -8 -4 52 -17 4
0001391933 QUAINT OAK BANCORP INC QUAINT 66 82 88 83 83 98 78 5.767170 5.507360 5.370230 5.336060 3.376330 4.049300 3.443300 16 6 -5 0 15 -20
0000921183 HMN FINANCIAL INC HMN FIN 51 65 49 44 50 75 79 6.785590 6.548080 7.415750 7.556110 6.868780 6.016080 3.219270 14 -16 -5 6 25 4
0001504008 BankUnited Inc. BankUni 74 NaN 82 78 75 82 80 5.451700 NaN 5.627470 5.630140 4.988320 5.735500 3.018810 NaN NaN -4 -3 7 -2
0001435508 First Savings Financial Group Inc. First S NaN 69 87 48 49 60 81 NaN 6.403750 5.402250 7.205080 6.883770 7.203900 2.865550 NaN 18 -39 1 11 21
0000845877 FEDERAL AGRICULTURAL MORTGAGE CORP FEDERAL NaN NaN NaN 92 84 100 82 NaN NaN NaN 2.196490 2.544610 3.064960 2.844600 NaN NaN NaN -8 16 -18
0001168455 PLUMAS BANCORP PLUMAS 81 91 76 46 NaN 90 83 4.817360 5.091440 5.817310 7.513380 NaN 5.281340 2.832650 10 -15 -30 NaN NaN -7
0001556727 First Northwest Bancorp First N 19 31 41 35 43 79 84 10.927000 9.175820 7.681820 8.255860 7.078880 5.778380 2.748700 12 10 -6 8 36 5
0001810546 Eastern Bankshares Inc. Eastern NaN NaN NaN NaN 18 43 85 NaN NaN NaN NaN 12.876000 8.010060 2.658260 NaN NaN NaN NaN 25 42
0001514743 IF Bancorp Inc. IF Banc 34 NaN 58 54 45 78 86 8.443600 NaN 6.694780 7.004500 6.980060 5.967360 2.637490 NaN NaN -4 -9 33 8
0001734875 Mid-Southern Bancorp Inc. Mid-Sou NaN NaN 11 11 17 30 87 NaN NaN 14.179800 15.212000 13.113900 10.406000 2.290180 NaN NaN 0 6 13 57
0001698022 Farmers & Merchants Bancshares Inc. Farmers NaN 68 54 49 79 93 88 NaN 6.450080 6.901950 7.161510 4.372900 4.886210 2.230780 NaN -14 -5 30 14 -5
0000873860 OCWEN FINANCIAL CORP OCWEN F 89 103 NaN NaN 86 101 89 1.749350 1.791840 NaN NaN 1.589580 2.209740 2.086540 14 NaN NaN NaN 15 -12
0001114927 FIRST NORTHERN COMMUNITY BANCORP FIRST N 82 92 80 52 67 97 90 4.671100 4.909240 5.708920 7.042340 5.847510 4.409140 1.994260 10 -12 -28 15 30 -7
0001070296 FIRST CAPITAL INC FIRST C 65 59 56 33 39 80 91 5.952780 6.755420 6.764520 8.408250 7.307030 5.767200 1.547850 -6 -3 -23 6 41 11
0000310522 FEDERAL NATIONAL MORTGAGE ASSOCIATION FANNIE MAE FEDERAL 92 106 100 94 88 102 92 0.447513 0.024676 0.548460 0.608493 0.614618 1.088490 1.007180 14 -6 -6 -6 14 -10
0001026214 FEDERAL HOME LOAN MORTGAGE CORP FEDERAL 91 105 101 95 89 103 93 0.477797 0.263521 0.526999 0.561512 0.600849 0.851267 0.861928 14 -4 -6 -6 14 -10
0000919864 Finward Bancorp Finward 73 67 86 58 44 86 94 5.539880 6.476180 5.413010 6.832650 6.983850 5.647270 0.734238 -6 19 -28 -14 42 8
0001434621 LendingTree Inc. Lending 1 4 4 2 13 8 95 68.948000 29.855000 37.288900 32.220300 15.876500 27.631100 -7.667190 3 0 -2 11 -5 87
0001386044 Freedom Holdings Inc. Freedom NaN NaN NaN NaN NaN 104 96 NaN NaN NaN NaN NaN -245.370000 -129.805000 NaN NaN NaN NaN NaN -8
0000004969 AMERICAN EXPRESS CREDIT CORP AMERICA 87 104 98 90 40 NaN NaN 3.874280 1.709410 3.653960 4.670930 7.158640 NaN NaN 17 -6 -8 -50 NaN NaN
0000025598 ONEMAIN FINANCE CORP ONEMAIN 10 14 16 NaN NaN NaN NaN 16.303000 13.553700 13.244300 NaN NaN NaN NaN 4 2 NaN NaN NaN NaN
0000077776 PHH CORP PHH COR 13 100 NaN NaN NaN NaN NaN 13.755500 3.942650 NaN NaN NaN NaN NaN 87 NaN NaN NaN NaN NaN
0000108385 WORLD ACCEPTANCE CORP WORLD A 2 2 3 NaN NaN 5 NaN 45.113700 52.500600 57.144600 NaN NaN 38.673100 NaN 0 1 NaN NaN NaN NaN
0000774569 CORTLAND BANCORP INC CORTLAN 80 85 78 53 51 NaN NaN 4.946600 5.379360 5.784610 7.039360 6.719300 NaN NaN 5 -7 -25 -2 NaN NaN
0001005409 DIME COMMUNITY BANCSHARES INC DIME CO 60 77 77 80 NaN NaN NaN 6.261430 5.802200 5.807600 5.533690 NaN NaN NaN 17 0 3 NaN NaN NaN
0001015780 E TRADE FINANCIAL CORP E TRADE 40 NaN NaN 41 NaN NaN NaN 7.958490 NaN NaN 7.693760 NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001016178 CARVER BANCORP INC CARVER 88 102 NaN NaN NaN NaN NaN 3.872750 2.892820 NaN NaN NaN NaN NaN 14 NaN NaN NaN NaN NaN
0001033012 FLAGSTAR BANCORP INC FLAGSTA 62 93 89 85 68 45 NaN 6.200970 4.647650 5.302600 5.185050 5.626720 7.793070 NaN 31 -4 -4 -17 -23 NaN
0001141807 1ST CONSTITUTION BANCORP 1ST CON 61 71 63 60 53 NaN NaN 6.209650 6.129040 6.628030 6.725440 6.634570 NaN NaN 10 -8 -3 -7 NaN NaN
0001176316 ACCESS NATIONAL CORP ACCESS 72 35 NaN NaN NaN NaN NaN 5.553310 8.527900 NaN NaN NaN NaN NaN -37 NaN NaN NaN NaN NaN
0001216752 PIONEER FINANCIAL SERVICES INC PIONEER 8 8 6 NaN NaN NaN NaN 18.527000 20.735800 23.351800 NaN NaN NaN NaN 0 -2 NaN NaN NaN NaN
0001299709 Axos Financial Inc. Axos Fi 57 58 NaN NaN NaN NaN NaN 6.380290 6.922510 NaN NaN NaN NaN NaN 1 NaN NaN NaN NaN NaN
0001337068 Magyar Bancorp Inc. Magyar 84 94 94 87 80 49 NaN 4.423350 4.548810 4.584590 5.052300 4.215710 7.632770 NaN 10 0 -7 -7 -31 NaN
0001404296 Atlantic Coast Financial CORP Atlanti 67 89 NaN NaN NaN NaN NaN 5.744890 5.202650 NaN NaN NaN NaN NaN 22 NaN NaN NaN NaN NaN
0001409970 LendingClub Corp Lending 52 49 27 7 21 NaN NaN 6.755410 7.440960 9.082190 16.531800 11.763600 NaN NaN -3 -22 -20 14 NaN NaN
0001478726 CHARTER FINANCIAL CORP CHARTER 33 41 NaN NaN NaN NaN NaN 8.523090 7.781420 NaN NaN NaN NaN NaN 8 NaN NaN NaN NaN NaN
0001487052 LegacyTexas Financial Group Inc. LegacyT 50 61 36 NaN NaN NaN NaN 6.792330 6.608160 8.209630 NaN NaN NaN NaN 11 -25 NaN NaN NaN NaN
0001500213 SI Financial Group Inc. SI Fina 59 72 70 NaN NaN NaN NaN 6.345310 5.944050 6.070290 NaN NaN NaN NaN 13 -2 NaN NaN NaN NaN
0001501078 Oconee Federal Financial Corp. Oconee 18 25 26 20 25 32 NaN 11.238700 10.607300 9.726360 10.523400 10.577500 9.368860 NaN 7 1 -6 5 7 NaN
0001511071 Poage Bankshares Inc. Poage B 35 60 NaN NaN NaN NaN NaN 8.395960 6.712500 NaN NaN NaN NaN NaN 25 NaN NaN NaN NaN NaN
0001511198 First Connecticut Bancorp Inc. First C 75 88 NaN NaN NaN NaN NaN 5.384180 5.237720 NaN NaN NaN NaN NaN 13 NaN NaN NaN NaN NaN
0001514131 United Community Bancorp United 37 51 NaN NaN NaN NaN NaN 8.265050 7.352000 NaN NaN NaN NaN NaN 14 NaN NaN NaN NaN NaN
0001522327 Entegra Financial Corp. Entegra 70 81 73 NaN NaN NaN NaN 5.641980 5.556440 5.912590 NaN NaN NaN NaN 11 -8 NaN NaN NaN NaN
0001526952 Wellesley Bancorp Inc. Wellesl 83 96 95 89 NaN NaN NaN 4.515960 4.263560 4.527240 4.819910 NaN NaN NaN 13 -1 -6 NaN NaN NaN
0001527383 BankGuam Holding Co BankGua 86 98 92 82 76 99 NaN 4.304340 4.096350 4.726430 5.436490 4.658380 3.388900 NaN 12 -6 -10 -6 23 NaN
0001551739 Hamilton Bancorp Inc. Hamilto 32 NaN 97 NaN NaN NaN NaN 8.548850 NaN 4.156020 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001568669 PNMAC Holdings Inc. PNMAC H 5 9 NaN NaN NaN NaN NaN 23.378600 17.998000 NaN NaN NaN NaN NaN 4 NaN NaN NaN NaN NaN
0001571398 VECTA INC. VECTA I 64 53 60 NaN NaN NaN NaN 5.985110 7.096460 6.686820 NaN NaN NaN NaN -11 7 NaN NaN NaN NaN
0001580608 Santander Consumer USA Holdings Inc. Santand 24 18 24 22 31 NaN NaN 9.498690 12.281900 10.897700 10.145900 8.025820 NaN NaN -6 6 -2 9 NaN NaN
0001585023 Coastway Bancorp Inc. Coastwa 63 84 NaN NaN NaN NaN NaN 6.192600 5.450470 NaN NaN NaN NaN NaN 21 NaN NaN NaN NaN NaN
0001592329 Clifton Bancorp Inc. Clifton 11 21 NaN NaN NaN NaN NaN 14.942400 11.912200 NaN NaN NaN NaN NaN 10 NaN NaN NaN NaN NaN
0001617291 MB Bancorp Inc MB Banc 16 NaN 12 NaN NaN NaN NaN 11.436200 NaN 13.957100 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
0001627811 Mr. Amazing Loans Corp Mr. Ama 93 108 103 NaN NaN NaN NaN -39.006400 -91.547600 -29.821700 NaN NaN NaN NaN 15 -5 NaN NaN NaN NaN
0001635261 MSB FINANCIAL CORP MSB FIN 31 48 53 66 NaN NaN NaN 8.871940 7.474730 6.923000 6.565060 NaN NaN NaN 17 5 13 NaN NaN NaN
0001635484 Cincinnati Bancorp Cincinn 49 62 47 NaN NaN NaN NaN 6.871330 6.593920 7.448630 NaN NaN NaN NaN 13 -15 NaN NaN NaN NaN
0001635626 Equitable Financial Corp. Equitab 27 37 NaN NaN NaN NaN NaN 9.347500 8.238380 NaN NaN NaN NaN NaN 10 NaN NaN NaN NaN NaN
0001635840 Provident Bancorp Inc. Provide 36 46 48 NaN NaN NaN NaN 8.346580 7.552380 7.444970 NaN NaN NaN NaN 10 2 NaN NaN NaN NaN
0001644482 New Bancorp Inc. New Ban 47 55 NaN NaN NaN NaN NaN 7.036650 7.016600 NaN NaN NaN NaN NaN 8 NaN NaN NaN NaN NaN
0001652106 PB Bancorp Inc. PB Banc 26 30 30 29 NaN NaN NaN 9.456040 9.257600 8.896650 9.126040 NaN NaN NaN 4 0 -1 NaN NaN NaN
0001667939 FSB Bancorp Inc. FSB Ban 54 87 90 88 NaN NaN NaN 6.592340 5.290440 4.989720 4.966220 NaN NaN NaN 33 3 -2 NaN NaN NaN
0001675192 Ottawa Bancorp Inc Ottawa 15 20 25 24 NaN NaN NaN 13.378700 11.983400 10.593200 10.047500 NaN NaN NaN 5 5 -1 NaN NaN NaN
0001225307 IBM CREDIT LLC IBM CRE NaN 44 84 67 47 NaN NaN NaN 7.679870 5.617090 6.561010 6.921460 NaN NaN NaN 40 -17 -20 NaN NaN
0001667840 Best Hometown Bancorp Inc. Best Ho NaN 79 75 NaN NaN NaN NaN NaN 5.626000 5.845640 NaN NaN NaN NaN NaN -4 NaN NaN NaN NaN
0001667944 WCF Bancorp Inc. WCF Ban NaN 19 22 NaN NaN NaN NaN NaN 12.040700 11.049600 NaN NaN NaN NaN NaN 3 NaN NaN NaN NaN
0001668340 Bancorp 34 Inc. Bancorp NaN 36 57 NaN NaN NaN NaN NaN 8.346370 6.698420 NaN NaN NaN NaN NaN 21 NaN NaN NaN NaN
0001691507 Community First Bancshares Inc. Communi NaN 11 13 NaN NaN NaN NaN NaN 16.632100 13.877000 NaN NaN NaN NaN NaN 2 NaN NaN NaN NaN
0001700175 Heritage NOLA Bancorp Inc. Heritag NaN 16 20 25 NaN NaN NaN NaN 12.883500 11.585500 10.013400 NaN NaN NaN NaN 4 5 NaN NaN NaN
0001703489 PDL Community Bancorp PDL Com NaN 33 29 NaN 55 NaN NaN NaN 9.062010 8.918040 NaN 6.565480 NaN NaN NaN -4 NaN NaN NaN NaN
0001708715 Seneca Financial Corp. Seneca NaN 74 79 73 NaN NaN NaN NaN 5.832080 5.760460 6.010660 NaN NaN NaN NaN 5 -6 NaN NaN NaN
0001709017 FFBW Inc. FFBW In NaN 15 15 15 NaN NaN NaN NaN 12.982700 13.284700 12.793800 NaN NaN NaN NaN 0 0 NaN NaN NaN
0001716188 SSB Bancorp Inc. SSB Ban NaN 99 74 76 NaN NaN NaN NaN 4.023320 5.871720 5.696000 NaN NaN NaN NaN -25 2 NaN NaN NaN
0000038009 FORD MOTOR CREDIT CO LLC FORD MO NaN NaN 72 72 63 41 NaN NaN NaN 6.011770 6.123400 6.124180 8.161810 NaN NaN NaN 0 -9 -22 NaN
0001041368 RIVERVIEW BANCORP INC RIVERVI NaN NaN 71 57 NaN NaN NaN NaN NaN 6.035540 6.920560 NaN NaN NaN NaN NaN -14 NaN NaN NaN
0001699018 Eagle Financial Bancorp Inc. Eagle F NaN NaN 18 19 NaN NaN NaN NaN NaN 11.906800 11.339600 NaN NaN NaN NaN NaN 1 NaN NaN NaN
0001742089 CBM BANCORP INC. CBM BAN NaN NaN 9 8 16 NaN NaN NaN NaN 16.699700 16.464000 13.407200 NaN NaN NaN NaN -1 8 NaN NaN
0001778784 Provident Bancorp Inc. MD Provide NaN NaN NaN 17 27 40 NaN NaN NaN NaN 12.297500 9.403950 8.225110 NaN NaN NaN NaN 10 13 NaN
0001787005 Cincinnati Bancorp Inc. Cincinn NaN NaN NaN 79 23 31 NaN NaN NaN NaN 5.571230 11.048400 10.023800 NaN NaN NaN NaN -56 8 NaN
0001787384 FFBW Inc. MD FFBW In NaN NaN NaN 15 8 19 NaN NaN NaN NaN 12.793800 19.018100 15.548700 NaN NaN NaN NaN -7 11 NaN
0000910679 WVS FINANCIAL CORP WVS FIN NaN NaN NaN NaN 60 72 NaN NaN NaN NaN NaN 6.185400 6.268440 NaN NaN NaN NaN NaN 12 NaN

PDF reports

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

2016

Logs

error 16 × No matching role found input.sec.calculation_linkbase.expand_agg
error 8 × Negative Expenses, ignoring company. pre-agg
error 1 × No NetIncome node found, ignoring company. input.sec.calculation_linkbase.edgar_model_mapping
warning 18 × Ignoring company because Assets is zero pre-agg
warning 17 × NetIncome node detected by IncomeLoss name heuristic input.sec.calculation_linkbase.edgar_model_mapping
warning 15 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 10 × Similarly named company. Duplicate? None
warning 6 × Ignoring company because Expenses is zero pre-agg
warning 1 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic

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 Loans 0 0 495,432,782 16,032,624,800 3,079,753,000,000 0000070502 0001541119 0000310522
1 NotesReceivable 0 0 0 95,167,200 65,636,000,000 0000004969 0001391933 0000834071
2 Securities 0 0 0 532,401,600 163,095,000,000 0000004969 0001341318 0001026214
3 CashAndCashEquivalents 0 0 31,118,560 2,787,591,600 62,177,000,000 0000873860 0001592329 0000310522
4 remainder_Assets 6,499,506 22,961,600 352,579,400 32,401,050,000 97,113,000,000 0001627811 0001478726 0000310522
5 Debt 0 0 0 21,346,589,200 2,002,004,000,000 0000027673 0000919864 0001026214
6 Deposits 0 0 467,960,255 10,654,266,800 51,992,000,000 0000004969 0001541119 0001393612
7 InterestPayable 0 0 0 37,437,200 6,015,000,000 0000004969 0000108385 0001026214
8 remainder_Liabilities 1,060 4,066,367 98,308,530 11,267,400,000 3,281,897,000,000 0001627811 0001141807 0000310522
9 LaborAndRelatedExpense 0 0 0 305,519,400 501,000,000 0000004969 0001033012 0001015780
10 Occupancy 0 0 0 2,611,400 80,191,000 0000004969 0001032033 0000873860
11 GeneralAndAdministrativeExpense 0 0 0 124,797,600 1,161,000,000 0000004969 0001341318 0000834071
12 SellingAndMarketingExpense 0 0 0 110,842,400 466,900,000 0000004969 0001032033 0000027673
13 OperatingExpenses 0 0 0 607,803,600 1,920,000,000 0000004969 0001041514 0000834071
14 DepreciationAndAmortization 0 0 0 3,447 40,394,000 0000004969 0001341318 0001041514
15 InterestExpense 0 0 0 13,373,800 807,484,000 0000004969 0001367859 0001580608
16 ProfessionalFees 0 0 0 3,196,000 305,586,000 0000004969 0001033012 0000873860
17 remainder_Expenses -676,000,000 -366,716,000 3,496,260 432,800,000 6,020,000,000 0000077776 0001522327 0000310522
18 remainder_Revenues 0 0 0 946,812,200 2,094,200,000 0000025598 0000921183 0000027673
19 remainder_NetIncome -370,270,000 -417,200 9,404,333 2,595,000,000 18,333,000,000 0000873860 0001070296 0000310522
20 remainder_ComprehensiveNetIncome -697,000,000 -61,400,000 -159,836 4,672,400 26,134,000 0001026214 0001337068 0001580608
  yvar min 5% median 95% max min_company median_company max_company
0 Assets 6,821,947 145,508,676 1,294,145,045 56,060,600,000 3,287,968,000,000 0001627811 0001522327 0000310522
1 Liabilities 1,060 97,389,000 1,160,502,962 47,470,200,000 3,281,897,000,000 0001627811 0001522327 0000310522
2 Expenses 57,000 340,341 5,943,012 1,459,520,000 6,020,000,000 0000070502 0001511198 0000310522
3 Revenues 0 0 0 946,812,200 2,094,200,000 0000025598 0000921183 0000027673
4 StockholdersEquity 3,399,000 19,863,886 176,439,386 5,571,571,400 12,068,000,000 0001544190 0001382230 0000864270
5 NetIncome -199,375,000 -2,947,059 10,506,461 866,800,000 12,313,000,000 0000873860 0001530249 0000310522
6 ComprehensiveNetIncome -202,000,000 -3,023,859 9,043,811 811,160,000 11,665,000,000 0000077776 0001070524 0000310522
7 BaseVar 7,917,124 134,719,406 1,436,019,083 53,422,800,000 3,297,433,000,000 0001627811 0001176316 0000310522
8 EconomicCapitalRatio -0.390 0.0302 0.0704 0.233 0.689 0001627811 0001644482 0001434621

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 Loans -0.534 -0.215 0.0883 0.209 0.261 0001627811 0001538263 0001005409
1 NotesReceivable -0.0654 -0.0226 -0.0197 0.123 0.906 0001627811 0001382230 0001000045
2 Securities -0.0303 -0.0104 -0.00898 0.0502 0.211 0001627811 0001487052 0001514131
3 CashAndCashEquivalents -0.0240 -0.0197 -0.00448 0.0447 0.161 0000873860 0001084961 0000077776
4 remainder_Assets -0.152 -0.139 -0.0517 0.450 1.46 0001519401 0001478726 0001627811
5 Debt -0.819 -0.625 0.0475 0.0646 0.192 0001026214 0001303942 0001434621
6 Deposits -0.248 -0.218 -0.110 0.337 0.748 0001527383 0001005409 0001434621
7 InterestPayable -0.00444 -0.000644 0.000148 0.000223 0.000643 0001409970 0001500375 0001434621
8 remainder_Liabilities -0.663 -0.585 0.0516 0.0977 0.142 0000310522 0000834071 0001529864
9 LaborAndRelatedExpense -0.263 -0.0691 0.00802 0.00867 0.0222 0000108385 0001391933 0001434621
10 Occupancy -0.0711 -0.00234 0.000944 0.00122 0.00261 0000108385 0000806279 0001434621
11 GeneralAndAdministrativeExpense -0.429 -0.0319 0.00682 0.00793 0.0157 0000108385 0001504008 0001627811
12 SellingAndMarketingExpense -1.23 -0.0172 0.00801 0.00942 0.0184 0001434621 0001617291 0001627811
13 OperatingExpenses -1.96 -0.209 0.0262 0.0276 0.0725 0001627811 0001493225 0001434621
14 DepreciationAndAmortization -0.0412 -0.0000179 0.000500 0.000616 0.00138 0001041514 0001500375 0001434621
15 InterestExpense -0.0414 -0.0153 0.00140 0.00165 0.00323 0000108385 0000806279 0001627811
16 ProfessionalFees -0.332 -0.000845 0.00287 0.00379 0.00791 0001627811 0000806279 0001434621
17 remainder_Expenses -0.348 -0.0646 -0.00549 0.0973 0.750 0001041514 0001514743 0000108385
18 remainder_Revenues -0.0555 -0.0435 -0.0427 0.413 1.73 0001000045 0001514131 0001434621
19 remainder_NetIncome -0.101 -0.0290 -0.00426 0.0234 0.313 0001529864 0001514743 0001000045
20 remainder_ComprehensiveNetIncome -0.0531 -0.00592 0.000988 0.00264 0.00528 0001041514 0001541119 0001501078
  yvar min 5% median 95% max min_company median_company max_company
0 Assets -0.226 -0.0951 0.00993 0.0427 0.0572 0001529864 0000806279 0001216752
1 Liabilities -0.0699 -0.0497 -0.0294 0.233 0.838 0000310522 0001635840 0001434621
2 Expenses -1.89 -0.353 0.0485 0.0516 0.0526 0001627811 0001478726 0000070502
3 Revenues -0.0555 -0.0435 -0.0427 0.413 1.73 0001000045 0001514131 0001434621
4 StockholdersEquity -0.0768 -0.0427 -0.0131 0.101 0.820 0000310522 0001447051 0001627811
5 NetIncome -1.40 -0.0136 0.00436 0.0524 0.139 0001627811 0001504008 0001434621
6 ComprehensiveNetIncome -1.40 -0.0133 0.00495 0.0378 0.125 0001627811 0000834071 0000108385
7 BaseVar nan nan nan nan nan 0000004969 0001391933 0000004969
8 EconomicCapitalRatio -0.481 -0.0608 -0.0206 0.142 0.598 0001627811 0001644482 0001434621

2017

Logs

error 17 × No matching role found input.sec.calculation_linkbase.expand_agg
error 3 × Negative Expenses, ignoring company. pre-agg
error 1 × No NetIncome node found, ignoring company. input.sec.calculation_linkbase.edgar_model_mapping
warning 17 × Ignoring company because Assets is zero pre-agg
warning 15 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 15 × NetIncome node detected by IncomeLoss name heuristic input.sec.calculation_linkbase.edgar_model_mapping
warning 13 × Similarly named company. Duplicate? None
warning 5 × Ignoring company because Expenses is zero pre-agg
warning 1 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 1 × Large missing amount for aggregate "Assets" added to remainder. industry.us_generic

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 Loans 0 0 477,921,120 16,853,466,650 3,178,525,000,000 0000070502 0001168455 0000310522
1 NotesReceivable 0 0 0 0 68,462,000,000 0000004969 0001404296 0000834071
2 Securities 0 0 0 499,480,400 140,221,000,000 0000004969 0001049782 0001026214
3 CashAndCashEquivalents 0 0 27,690,374 2,279,018,650 60,260,000,000 0000731288 0001526952 0000310522
4 remainder_Assets 2,065,951 16,718,627 325,289,472 34,455,550,000 67,222,000,000 0001695963 0001114927 0000310522
5 Debt 0 0 0 12,535,250,000 2,034,630,000,000 0000027673 0001367859 0001026214
6 Deposits 0 0 382,539,168 6,748,952,050 19,948,300,000 0000004969 0001501078 0001077771
7 InterestPayable 0 0 0 22,315,600 6,221,000,000 0000004969 0000731288 0001026214
8 remainder_Liabilities 51,053 2,096,530 75,102,285 18,384,609,500 3,349,215,000,000 0001627811 0001049782 0000310522
9 LaborAndRelatedExpense 0 0 0 288,275,250 1,512,000,000 0000004969 0001046025 0001393612
10 Occupancy 0 0 0 2,198,450 99,000,000 0000004969 0001046025 0001393612
11 GeneralAndAdministrativeExpense 0 0 0 120,723,800 1,277,000,000 0000004969 0001049782 0000834071
12 SellingAndMarketingExpense 0 0 0 152,020,450 776,000,000 0000004969 0001046025 0001393612
13 OperatingExpenses 0 0 0 690,013,350 2,230,000,000 0000004969 0001382230 0000834071
14 DepreciationAndAmortization 0 0 0 3,865 374,900,000 0000004969 0001046025 0000731288
15 InterestExpense 0 0 0 23,066,673 947,734,000 0000004969 0001049782 0001580608
16 ProfessionalFees 0 0 0 292,500 655,000,000 0000004969 0001404296 0001393612
17 remainder_Expenses -1,135,000,000 -344,918,950 2,698,234 392,799,250 15,984,000,000 0000834071 0000919864 0000310522
18 remainder_Revenues -2,902,000 0 0 1,101,950,000 2,227,000,000 0001032033 0001341318 0000027673
19 remainder_NetIncome -339,904,000 -2,082,300 6,946,730 1,673,109,600 18,447,000,000 0000873860 0001501078 0000310522
20 remainder_ComprehensiveNetIncome -1,429,000,000 -11,069,600 0 27,037,950 367,000,000 0001393612 0001568669 0001225307
  yvar min 5% median 95% max min_company median_company max_company
0 Assets 2,085,795 116,098,100 1,062,998,903 39,483,206,400 3,345,529,000,000 0001695963 0001141807 0000310522
1 Liabilities 51,053 90,002,700 895,749,062 35,276,400,000 3,349,215,000,000 0001627811 0001070524 0000310522
2 Expenses 33,595 241,900 7,254,348 1,826,305,000 15,984,000,000 0001635484 0001168455 0000310522
3 Revenues -2,902,000 0 0 1,101,950,000 2,227,000,000 0001032033 0001341318 0000027673
4 StockholdersEquity -3,686,000,000 11,568,143 141,127,445 3,623,880,000 12,786,000,000 0000310522 0001408534 0000864270
5 NetIncome -603,000,000 -3,855,350 7,688,454 652,070,000 5,625,000,000 0000004969 0001635840 0001026214
6 ComprehensiveNetIncome -338,000,000 -5,148,817 7,104,769 596,820,000 5,558,000,000 0000004969 0001114927 0001026214
7 BaseVar 2,412,983 109,242,032 1,065,647,582 41,205,820,700 3,364,690,500,000 0001695963 0000108385 0000310522
8 EconomicCapitalRatio -0.915 0.0218 0.0704 0.213 1.01 0001627811 0001303942 0001089907

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 Loans -0.796 -0.232 0.0887 0.199 0.258 0001627811 0001108134 0001635626
1 NotesReceivable -0.0855 -0.0205 -0.0171 -0.00510 0.937 0001627811 0001708715 0001000045
2 Securities -0.0451 -0.0107 -0.00889 0.0605 0.203 0001627811 0001500375 0001514131
3 CashAndCashEquivalents -0.0246 -0.0209 -0.00492 0.0445 0.287 0000873860 0001391933 0001434621
4 remainder_Assets -0.148 -0.133 -0.0575 0.452 1.31 0000310522 0001341318 0001627811
5 Debt -0.851 -0.614 0.0383 0.0536 0.0987 0001026214 0001698022 0000108385
6 Deposits -0.253 -0.227 -0.125 0.333 0.551 0001527383 0001493225 0001089907
7 InterestPayable -0.00410 -0.000595 0.000141 0.000214 0.000375 0001409970 0000919864 0000108385
8 remainder_Liabilities -0.626 -0.577 0.0622 0.111 0.254 0000310522 0001541119 0001089907
9 LaborAndRelatedExpense -0.288 -0.0489 0.00719 0.00807 0.0181 0000108385 0001500213 0001627811
10 Occupancy -0.0731 -0.000487 0.000724 0.000954 0.00182 0000108385 0001541119 0001627811
11 GeneralAndAdministrativeExpense -0.459 -0.0341 0.00593 0.00672 0.0149 0000108385 0001675192 0001627811
12 SellingAndMarketingExpense -0.779 -0.00596 0.00653 0.00754 0.0164 0001434621 0001303942 0001627811
13 OperatingExpenses -2.15 -0.166 0.0249 0.0265 0.0522 0001627811 0001001171 0001434621
14 DepreciationAndAmortization -0.0487 0.000308 0.000829 0.00105 0.00174 0000731288 0001077771 0001434621
15 InterestExpense -0.0347 -0.0201 0.00164 0.00187 0.00411 0000108385 0001391933 0001627811
16 ProfessionalFees -0.0970 0.000517 0.00105 0.00141 0.00264 0000077776 0001077771 0001627811
17 remainder_Expenses -0.304 -0.0571 -0.00374 0.0504 0.814 0001041514 0001500375 0000108385
18 remainder_Revenues -0.0497 -0.0386 -0.0380 0.322 1.05 0001000045 0000070502 0001434621
19 remainder_NetIncome -0.300 -0.0237 -0.00280 0.0215 0.308 0001627811 0001341318 0001000045
20 remainder_ComprehensiveNetIncome -0.0458 -0.00499 0.000394 0.00421 0.0237 0001089907 0001527383 0001041514
  yvar min 5% median 95% max min_company median_company max_company
0 Assets -0.455 -0.0941 0.00669 0.0399 0.0758 0001627811 0001487052 0001216752
1 Liabilities -0.0693 -0.0501 -0.0308 0.178 0.731 0000310522 0001163370 0001089907
2 Expenses -2.09 -0.328 0.0440 0.0482 0.0493 0001627811 0001571398 0000070502
3 Revenues -0.0497 -0.0386 -0.0380 0.322 1.05 0001000045 0000070502 0001434621
4 StockholdersEquity -0.158 -0.0535 -0.0188 0.0951 0.873 0001695963 0001049782 0001089907
5 NetIncome -1.90 -0.0136 0.00590 0.0449 0.128 0001627811 0001493225 0000108385
6 ComprehensiveNetIncome -1.90 -0.00923 0.00580 0.0385 0.120 0001627811 0000921183 0000108385
7 BaseVar nan nan nan nan nan 0000004969 0001404296 0000004969
8 EconomicCapitalRatio -1.00 -0.0657 -0.0171 0.126 0.926 0001627811 0001303942 0001089907

2018

Logs

error 16 × No matching role found input.sec.calculation_linkbase.expand_agg
error 5 × Negative Expenses, ignoring company. pre-agg
error 1 × No NetIncome node found, ignoring company. input.sec.calculation_linkbase.edgar_model_mapping
warning 16 × Ignoring company because Assets is zero pre-agg
warning 15 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 13 × Similarly named company. Duplicate? None
warning 13 × NetIncome node detected by IncomeLoss name heuristic input.sec.calculation_linkbase.edgar_model_mapping
warning 2 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 1 × Large missing amount for aggregate "Assets" added to remainder. industry.us_generic
warning 1 × Ignoring company because Expenses 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 Loans 0 0 476,743,354 19,727,115,500 3,249,395,000,000 0000038009 0001514743 0000310522
1 NotesReceivable 0 0 0 0 118,814,000,000 0000004969 0001408534 0000038009
2 Securities 0 0 0 1,223,068,700 103,882,000,000 0000004969 0001049782 0001026214
3 CashAndCashEquivalents 0 0 20,231,916 1,176,400,000 49,423,000,000 0000731288 0001089907 0000310522
4 remainder_Assets 102,334 16,987,000 277,183,120 32,410,225,300 74,204,000,000 0001627811 0000792966 0000310522
5 Debt 0 0 0 3,947,927,800 2,044,950,000,000 0000025598 0001041514 0001026214
6 Deposits 0 0 387,767,061 8,768,314,400 67,759,000,000 0000004969 0001501078 0001393612
7 InterestPayable 0 0 0 3,721,500 6,652,000,000 0000004969 0001049782 0001026214
8 remainder_Liabilities 2,387 2,727,700 79,560,882 22,299,959,000 3,412,078,000,000 0001627811 0001001171 0000310522
9 LaborAndRelatedExpense 0 0 0 167,538,500 482,800,000 0000004969 0001026214 0001580608
10 Occupancy 0 0 0 6,748,900 148,724,000 0000004969 0000919864 0001077771
11 GeneralAndAdministrativeExpense 0 0 0 51,262,400 297,432,865 0000004969 0001070296 0000108385
12 SellingAndMarketingExpense 0 0 0 119,512,100 500,291,000 0000004969 0001041368 0001434621
13 OperatingExpenses 0 0 0 675,745,563 1,429,000,000 0000004969 0001041368 0000038009
14 DepreciationAndAmortization 0 0 0 0 365,400,000 0000004969 0001393612 0000731288
15 InterestExpense 0 0 0 126,558,963 3,930,000,000 0000004969 0001393612 0000038009
16 ProfessionalFees 0 0 0 3,065,100 62,730,000 0000004969 0001000045 0001077771
17 remainder_Expenses -619,300,000 -34,707,600 4,700,449 850,100,000 4,476,000,000 0000027673 0001157647 0000038009
18 remainder_Revenues 0 0 0 1,268,627,400 11,977,000,000 0000025598 0001041368 0000038009
19 remainder_NetIncome -207,339,000 0 11,128,672 641,100,000 20,099,000,000 0001084961 0000921183 0000310522
20 remainder_ComprehensiveNetIncome -813,000,000 -57,913,500 -703,898 483,900 25,000,000 0000038009 0001500213 0001393612
  yvar min 5% median 95% max min_company median_company max_company
0 Assets 3,642,842 121,187,400 1,151,478,581 39,987,500,000 3,418,318,000,000 0001627811 0001070524 0000310522
1 Liabilities 2,387 95,475,400 994,932,690 36,854,947,300 3,412,078,000,000 0001627811 0000919864 0000310522
2 Expenses 13,788 327,770 9,527,081 1,170,300,000 9,835,000,000 0001571398 0001569994 0000038009
3 Revenues 0 0 0 1,268,627,400 11,977,000,000 0000025598 0001041368 0000038009
4 StockholdersEquity -267,756 19,501,809 148,443,685 4,068,644,200 14,975,000,000 0001695963 0001527383 0000038009
5 NetIncome -479,118,000 -1,089,100 8,883,937 778,900,000 15,959,000,000 0001258602 0001435508 0000310522
6 ComprehensiveNetIncome -478,720,000 -1,091,200 7,795,418 766,230,000 15,611,000,000 0001258602 0001550603 0000310522
7 BaseVar 4,361,458 112,647,882 1,115,317,101 40,154,200,000 3,427,491,500,000 0001627811 0001070524 0000310522
8 EconomicCapitalRatio -0.298 0.0370 0.0703 0.233 1.03 0001627811 0001544190 0001089907

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 Loans -0.536 -0.227 0.0822 0.184 0.273 0001627811 0001742089 0001519401
1 NotesReceivable -0.0306 -0.0209 -0.0192 -0.000757 5.97 0001529864 0001708715 0001627811
2 Securities -0.0199 -0.00680 -0.00610 0.0344 0.176 0001627811 0001500375 0001691337
3 CashAndCashEquivalents -0.0181 -0.0167 -0.00495 0.0316 0.0801 0001000045 0001382230 0001627811
4 remainder_Assets -0.367 -0.129 -0.0491 0.476 0.488 0001627811 0001341318 0001530249
5 Debt -0.879 -0.294 0.0312 0.0463 0.0846 0001026214 0001716188 0000108385
6 Deposits -0.242 -0.223 -0.118 0.345 0.557 0001527383 0001708715 0000108385
7 InterestPayable -0.00292 -0.000595 0.000151 0.000236 0.000422 0001409970 0001005409 0000108385
8 remainder_Liabilities -0.631 -0.583 0.0734 0.113 0.227 0000310522 0001141807 0001089907
9 LaborAndRelatedExpense -0.306 -0.0227 0.00758 0.00901 0.0180 0000108385 0001635484 0001627811
10 Occupancy -0.0747 -0.00317 0.00109 0.00141 0.00260 0000108385 0001493225 0001627811
11 GeneralAndAdministrativeExpense -0.511 -0.0374 0.00548 0.00582 0.0130 0000108385 0001551739 0001627811
12 SellingAndMarketingExpense -0.678 -0.00477 0.00684 0.00728 0.0162 0001434621 0001514743 0001627811
13 OperatingExpenses -1.99 -0.186 0.0224 0.0235 0.0441 0001627811 0001114927 0001434621
14 DepreciationAndAmortization -0.0432 0.000784 0.000791 0.000929 0.00156 0001041514 0000916907 0001434621
15 InterestExpense -0.0415 -0.0229 0.00194 0.00203 0.00459 0001000045 0000774569 0001627811
16 ProfessionalFees -0.00774 -0.00264 0.000476 0.000643 0.00113 0001745916 0001550603 0001627811
17 remainder_Expenses -0.452 -0.0474 0.000687 0.0218 0.878 0001041514 0000921183 0000108385
18 remainder_Revenues -0.0498 -0.0377 -0.0366 0.259 0.985 0001000045 0001391933 0001434621
19 remainder_NetIncome -0.130 -0.0288 -0.00648 0.0274 0.339 0001529864 0001046025 0001000045
20 remainder_ComprehensiveNetIncome -0.0156 -0.00381 0.000539 0.00178 0.00947 0001434621 0001114927 0001667840
  yvar min 5% median 95% max min_company median_company max_company
0 Assets -0.245 -0.0606 0.00382 0.0325 0.0583 0001627811 0001504008 0001216752
1 Liabilities -0.0734 -0.0519 -0.0313 0.336 0.685 0000310522 0001341318 0001089907
2 Expenses -1.92 -0.288 0.0430 0.0502 0.0515 0001627811 0001538263 0000070502
3 Revenues -0.0498 -0.0377 -0.0366 0.259 0.985 0001000045 0001391933 0001434621
4 StockholdersEquity -0.0988 -0.0485 -0.0249 0.116 0.873 0001695963 0001001171 0001089907
5 NetIncome -1.31 -0.0142 0.00418 0.0390 0.142 0001627811 0001435508 0001434621
6 ComprehensiveNetIncome -1.31 -0.00985 0.00426 0.0455 0.126 0001627811 0001060219 0001434621
7 BaseVar nan nan nan nan nan 0000004969 0001434621 0000004969
8 EconomicCapitalRatio -0.398 -0.0629 -0.0296 0.133 0.933 0001627811 0001544190 0001089907

2019

Logs

error 16 × No matching role found input.sec.calculation_linkbase.expand_agg
error 4 × Negative Expenses, ignoring company. pre-agg
error 3 × No NetIncome node found, ignoring company. input.sec.calculation_linkbase.edgar_model_mapping
warning 17 × NetIncome node detected by IncomeLoss name heuristic input.sec.calculation_linkbase.edgar_model_mapping
warning 16 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 15 × Ignoring company because Assets is zero pre-agg
warning 12 × Similarly named company. Duplicate? None
warning 4 × Large missing amount for aggregate "Assets" added to remainder. industry.us_generic
warning 3 × Ignoring company because Expenses is zero pre-agg
warning 2 × Missing logo subcommand.report
warning 1 × Large missing amount for aggregate "Liabilities" added to remainder. industry.us_generic
warning 1 × Ignoring company because Liabilities 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 Loans 0 0 547,970,225 18,742,198,000 3,334,162,000,000 0000038009 0001531031 0000310522
1 NotesReceivable 0 0 0 1,239,154,250 114,317,000,000 0000004969 0001041514 0000038009
2 Securities 0 0 0 2,140,000,000 141,825,000,000 0000004969 0001341318 0001026214
3 CashAndCashEquivalents 0 0 31,670,254 2,305,750,000 61,407,000,000 0000731288 0000004969 0000310522
4 remainder_Assets 7,085,000 26,400,567 365,835,626 37,701,000,000 76,886,000,000 0001544190 0001435508 0001026214
5 Debt 0 0 0 25,296,501,000 2,179,528,000,000 0000027673 0000885550 0001026214
6 Deposits 0 0 478,215,878 11,538,482,750 72,746,000,000 0000004969 0001341318 0001393612
7 InterestPayable 0 0 0 18,766,250 6,559,000,000 0000004969 0000806279 0001026214
8 remainder_Liabilities 1,268,000 5,332,250 92,974,922 22,384,443,250 3,488,711,000,000 0001700175 0001001171 0000310522
9 LaborAndRelatedExpense 0 0 0 154,004,500 670,000,000 0000004969 0001026214 0001015780
10 Occupancy 0 0 0 15,815,750 135,000,000 0000004969 0000774569 0001015780
11 GeneralAndAdministrativeExpense 0 0 0 124,699,250 1,385,000,000 0000004969 0001033012 0000834071
12 SellingAndMarketingExpense 0 0 0 197,514,000 735,180,000 0000004969 0000919864 0001434621
13 OperatingExpenses 0 0 0 822,623,500 1,416,000,000 0000004969 0001032033 0000038009
14 DepreciationAndAmortization 0 0 0 1,238,500 351,600,000 0000004969 0001367859 0000731288
15 InterestExpense 0 0 0 75,018,750 4,389,000,000 0000004969 0001367859 0000038009
16 ProfessionalFees 0 0 0 4,690,500 150,197,000 0000004969 0000845877 0001745916
17 remainder_Expenses -533,317,000 -16,714,000 5,577,456 908,500,000 4,034,000,000 0001084961 0001527383 0000038009
18 remainder_Revenues 0 0 0 1,516,750,000 12,218,000,000 0000070502 0000070502 0000038009
19 remainder_NetIncome -253,211,000 -1,059,000 16,521,167 1,755,803,000 17,577,000,000 0001084961 0001157647 0000310522
20 remainder_ComprehensiveNetIncome -726,000,000 -45,889,750 835,957 23,765,750 573,000,000 0000038009 0001709017 0001026214
  yvar min 5% median 95% max min_company median_company max_company
0 Assets 64,337,000 206,984,934 1,510,042,723 85,472,000,000 3,503,319,000,000 0001544190 0001367859 0000310522
1 Liabilities 17,840,000 139,372,500 1,256,792,088 69,556,250,000 3,488,711,000,000 0001089907 0001303942 0000310522
2 Expenses 87,694 502,000 16,117,854 1,634,000,000 9,839,000,000 0001787005 0001341318 0000038009
3 Revenues 0 0 0 1,516,750,000 12,218,000,000 0000070502 0000070502 0000038009
4 StockholdersEquity 6,425,026 23,856,874 190,353,770 9,806,250,000 17,268,000,000 0001695963 0000806279 0000864270
5 NetIncome -655,561,000 -1,416,750 14,048,034 1,260,500,000 14,160,000,000 0001258602 0001114927 0000310522
6 ComprehensiveNetIncome -655,963,000 -1,286,250 18,006,538 1,134,500,000 13,969,000,000 0001258602 0001070524 0000310522
7 BaseVar 64,588,500 182,650,375 1,505,106,062 79,634,125,000 3,506,607,500,000 0001544190 0001367859 0000310522
8 EconomicCapitalRatio -0.237 0.0235 0.0718 0.176 1.04 0001041514 0001435508 0001089907

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 Loans -0.473 -0.223 0.0799 0.189 0.228 0001041514 0001787414 0000310522
1 NotesReceivable -0.0669 -0.0278 -0.0246 0.412 0.741 0001041514 0001464343 0001258602
2 Securities -0.0166 -0.00678 -0.00595 0.0361 0.138 0001041514 0001060219 0001691337
3 CashAndCashEquivalents -0.0493 -0.0186 -0.00506 0.0515 0.0698 0001041514 0001434621 0001032033
4 remainder_Assets -0.139 -0.116 -0.0450 0.494 0.718 0000310522 0001538263 0001041514
5 Debt -0.815 -0.647 0.0496 0.0682 0.139 0001026214 0001695963 0001434621
6 Deposits -0.241 -0.232 -0.122 0.322 0.538 0001500375 0001504008 0001434621
7 InterestPayable -0.0224 -0.00113 0.000415 0.000610 0.00124 0001544190 0000004969 0001434621
8 remainder_Liabilities -0.645 -0.599 0.0715 0.106 0.148 0000310522 0001341318 0001000045
9 LaborAndRelatedExpense -0.0847 -0.0254 0.00759 0.00825 0.0185 0001000045 0001709017 0001434621
10 Occupancy -0.0231 -0.00274 0.00101 0.00131 0.00247 0001519401 0001391933 0001434621
11 GeneralAndAdministrativeExpense -0.150 -0.0500 0.00466 0.00492 0.00984 0001519401 0001070296 0001041514
12 SellingAndMarketingExpense -0.962 -0.0108 0.00903 0.00947 0.0117 0001434621 0001228454 0001084961
13 OperatingExpenses -0.302 -0.0264 0.00793 0.00911 0.0193 0001409970 0001435508 0001434621
14 DepreciationAndAmortization -0.0787 -0.00102 0.00124 0.00140 0.00299 0001041514 0001393612 0001434621
15 InterestExpense -0.0447 -0.0244 0.00211 0.00225 0.00443 0001000045 0001569994 0001041514
16 ProfessionalFees -0.0157 -0.00262 0.000600 0.000781 0.00146 0001745916 0001527383 0001434621
17 remainder_Expenses -0.551 -0.0272 0.00482 0.0224 0.217 0001041514 0000921183 0001409970
18 remainder_Revenues -0.0453 -0.0342 -0.0334 0.261 1.40 0001000045 0001742089 0001434621
19 remainder_NetIncome -0.398 -0.0245 -0.00487 0.0320 0.331 0001041514 0001500375 0001000045
20 remainder_ComprehensiveNetIncome -0.0393 -0.00311 -0.000433 0.00477 0.00688 0001041514 0001163370 0001734875
  yvar min 5% median 95% max min_company median_company max_company
0 Assets -0.330 -0.0663 0.00468 0.0302 0.0562 0001041514 0001070524 0001742089
1 Liabilities -0.0666 -0.0436 -0.0224 0.178 0.622 0001026214 0001514743 0001089907
2 Expenses -1.32 -0.252 0.0258 0.0422 0.0432 0001434621 0001493225 0000070502
3 Revenues -0.0453 -0.0342 -0.0334 0.261 1.40 0001000045 0001742089 0001434621
4 StockholdersEquity -0.0752 -0.0440 -0.0190 0.0799 0.780 0000310522 0001530249 0001089907
5 NetIncome -0.683 -0.0120 -0.000275 0.0317 0.165 0001041514 0001391933 0001089907
6 ComprehensiveNetIncome -0.722 -0.0125 -0.0000495 0.0309 0.164 0001041514 0001108134 0001089907
7 BaseVar nan nan nan nan nan 0000004969 0001382230 0000004969
8 EconomicCapitalRatio -0.331 -0.0705 -0.0221 0.0822 0.950 0001041514 0001435508 0001089907

2020

Logs

error 16 × No matching role found input.sec.calculation_linkbase.expand_agg
error 3 × Negative Expenses, ignoring company. pre-agg
error 1 × No NetIncome node found, ignoring company. input.sec.calculation_linkbase.edgar_model_mapping
error 1 × IME and Company effects mismatched for Economic Capital Ratio. IME Effects: 4.51, Company Effect: 4.5 subcommand.report
warning 15 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 15 × Ignoring company because Assets is zero pre-agg
warning 12 × Similarly named company. Duplicate? None
warning 11 × NetIncome node detected by IncomeLoss name heuristic input.sec.calculation_linkbase.edgar_model_mapping
warning 4 × Large missing amount for aggregate "Assets" added to remainder. industry.us_generic
warning 3 × Ignoring company because Expenses is zero pre-agg
warning 2 × Missing logo subcommand.report
warning 2 × Large missing amount for aggregate "Revenues" added to remainder. industry.us_generic
warning 1 × Large missing amount for aggregate "Liabilities" added to remainder. industry.us_generic

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 Loans 0 0 359,531,664 7,947,801,050 3,653,892,000,000 0000004969 0001500375 0000310522
1 NotesReceivable 0 0 0 19,423,060,800 105,070,000,000 0000004969 0001001171 0000038009
2 Securities 0 0 0 2,965,900,000 164,828,000,000 0000004969 0001001171 0001026214
3 CashAndCashEquivalents 0 0 62,793,672 2,546,216,150 115,623,000,000 0000004969 0001519401 0000310522
4 remainder_Assets 8,115,000 51,361,822 521,685,598 35,875,674,550 112,351,000,000 0001544190 0001228454 0001026214
5 Debt 0 0 0 19,692,550,000 2,592,546,000,000 0000027673 0000921183 0001026214
6 Deposits 0 0 566,947,242 10,045,717,450 76,904,000,000 0000004969 0001698022 0001393612
7 InterestPayable 0 0 0 4,968,000 9,719,000,000 0000004969 0000864270 0000310522
8 remainder_Liabilities 6,185,000 6,924,050 171,538,522 29,002,628,450 3,950,771,000,000 0001501078 0001550603 0000310522
9 LaborAndRelatedExpense 0 0 0 327,379,550 3,238,301,000 0000004969 0000864270 0001805284
10 Occupancy 0 0 0 13,474,400 48,237,000 0000004969 0000910679 0001504008
11 GeneralAndAdministrativeExpense 0 0 0 164,074,650 1,561,000,000 0000004969 0001029199 0000834071
12 SellingAndMarketingExpense 0 0 0 157,462,450 949,933,000 0000004969 0001046050 0001805284
13 OperatingExpenses 0 0 0 1,055,914,450 2,436,078,000 0000004969 0001001171 0001029199
14 DepreciationAndAmortization 0 0 0 16,293,550 361,500,000 0000004969 0001046025 0000731288
15 InterestExpense 0 0 0 176,400,550 3,402,000,000 0000004969 0001033012 0000038009
16 ProfessionalFees 0 0 0 8,760,050 283,810,000 0000004969 0000910679 0001745916
17 remainder_Expenses -939,714,000 -316,544,750 7,009,653 1,011,088,750 4,829,000,000 0001821160 0001089907 0000038009
18 remainder_Revenues 0 0 0 1,333,370,000 11,142,000,000 0000310522 0000910679 0000038009
19 remainder_NetIncome -250,664,000 -16,440,450 19,671,062 3,284,400,000 15,735,182,000 0001084961 0001341318 0001805284
20 remainder_ComprehensiveNetIncome -9,201,378,000 -14,055,000 856,694 64,919,550 372,000,000 0001805284 0001500375 0000038009
  yvar min 5% median 95% max min_company median_company max_company
0 Assets 59,269,000 237,891,555 1,901,672,158 96,854,150,000 3,985,749,000,000 0001544190 0000792966 0000310522
1 Liabilities 20,072,819 153,739,850 1,640,184,075 82,964,600,000 3,960,490,000,000 0001783398 0000792966 0000310522
2 Expenses 81,002 667,700 30,496,431 2,419,269,150 9,561,000,000 0001783398 0001178970 0000038009
3 Revenues 0 0 0 1,333,370,000 11,142,000,000 0000310522 0000910679 0000038009
4 StockholdersEquity 5,259,000 44,825,434 244,682,944 12,612,100,000 25,259,000,000 0001544190 0001447051 0000310522
5 NetIncome -552,870,000 -26,120,100 12,610,574 1,419,236,200 11,805,000,000 0001108134 0001367859 0000310522
6 ComprehensiveNetIncome -533,992,000 -18,858,000 16,998,702 1,134,000,000 11,790,000,000 0001108134 0001114927 0000310522
7 BaseVar 58,546,000 218,622,109 1,919,636,994 91,525,475,000 3,982,103,500,000 0001544190 0001434621 0000310522
8 EconomicCapitalRatio 0.00489 0.0181 0.0695 0.282 0.884 0001108134 0001514743 0001783398

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 Loans -0.249 -0.189 0.109 0.284 0.336 0001434621 0001303942 0001297341
1 NotesReceivable -0.0940 -0.0685 -0.0583 0.444 0.653 0001434621 0001500375 0001258602
2 Securities -0.00809 -0.00571 -0.00478 0.0366 0.0897 0001434621 0001382230 0001691337
3 CashAndCashEquivalents -0.0299 -0.0278 -0.00701 0.0787 0.183 0001108134 0000774569 0001409970
4 remainder_Assets -0.154 -0.135 -0.0517 0.423 0.463 0000310522 0001501078 0000004969
5 Debt -0.838 -0.575 0.0418 0.0693 0.113 0001026214 0001001171 0001041514
6 Deposits -0.282 -0.271 -0.167 0.365 0.528 0001500375 0001550603 0001041514
7 InterestPayable -0.0286 -0.000751 0.000453 0.000791 0.00125 0001544190 0001691337 0001041514
8 remainder_Liabilities -0.587 -0.553 0.0813 0.124 0.182 0000310522 0001530249 0001529864
9 LaborAndRelatedExpense -0.201 -0.0778 0.0103 0.0118 0.0196 0001821160 0001538263 0001434621
10 Occupancy -0.0223 -0.00283 0.000824 0.00120 0.00157 0001519401 0001228454 0001434621
11 GeneralAndAdministrativeExpense -0.174 -0.0626 0.00637 0.00685 0.0112 0001519401 0000919864 0001041514
12 SellingAndMarketingExpense -0.598 -0.0297 0.00812 0.00874 0.0107 0001434621 0001408534 0001084961
13 OperatingExpenses -0.557 -0.111 0.0144 0.0193 0.0274 0001029199 0001447051 0001434621
14 DepreciationAndAmortization -0.0767 -0.00865 0.00166 0.00205 0.00313 0001089907 0001580608 0001434621
15 InterestExpense -0.0479 -0.0289 0.00286 0.00337 0.00500 0001529864 0001787005 0001041514
16 ProfessionalFees -0.00958 -0.00269 0.000602 0.000877 0.00114 0000873860 0001556727 0001434621
17 remainder_Expenses -0.457 -0.0924 0.00509 0.0227 0.222 0001041514 0001447051 0001821160
18 remainder_Revenues -0.0579 -0.0410 -0.0397 0.399 0.829 0001805284 0001538263 0001434621
19 remainder_NetIncome -0.134 -0.0481 -0.0129 0.0575 0.434 0001464343 0001367859 0001805284
20 remainder_ComprehensiveNetIncome -0.273 -0.000845 0.000736 0.00544 0.101 0001805284 0001552493 0001041514
  yvar min 5% median 95% max min_company median_company max_company
0 Assets -0.236 -0.0989 0.00332 0.0370 0.0898 0001434621 0001070524 0001783398
1 Liabilities -0.0786 -0.0593 -0.0338 0.296 0.639 0001026214 0001778784 0001041514
2 Expenses -0.825 -0.277 0.0356 0.0526 0.0536 0001434621 0001680379 0001783398
3 Revenues -0.0579 -0.0410 -0.0397 0.399 0.829 0001805284 0001538263 0001434621
4 StockholdersEquity -0.0843 -0.0634 -0.0303 0.133 0.822 0001026214 0001464343 0001783398
5 NetIncome -0.138 -0.0431 -0.00263 0.0496 0.265 0001409970 0001046025 0001805284
6 ComprehensiveNetIncome -0.136 -0.0386 -0.00122 0.0432 0.211 0001409970 0001810546 0001529864
7 BaseVar nan nan nan nan nan 0000004969 0001367859 0000004969
8 EconomicCapitalRatio -0.107 -0.0933 -0.0419 0.170 0.772 0001108134 0001514743 0001783398

2021

Logs

error 15 × No matching role found input.sec.calculation_linkbase.expand_agg
error 3 × Negative Expenses, ignoring company. pre-agg
warning 16 × Similarly named company. Duplicate? None
warning 15 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 15 × Ignoring company because Assets is zero pre-agg
warning 12 × NetIncome node detected by IncomeLoss name heuristic input.sec.calculation_linkbase.edgar_model_mapping
warning 4 × Ignoring company because Expenses is zero pre-agg
warning 3 × Missing logo subcommand.report
warning 1 × Large missing amount for aggregate "Liabilities" added to remainder. industry.us_generic
warning 1 × Large missing amount for aggregate "Assets" added to remainder. industry.us_generic

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 Loans 0 0 133,591,153 7,028,230,700 3,968,242,000,000 0000038009 0001835385 0000310522
1 NotesReceivable 0 0 0 18,038,317,450 92,350,000,000 0000027673 0001060219 0000038009
2 Securities 0 0 0 1,752,445,650 124,218,000,000 0000070502 0001060219 0001026214
3 CashAndCashEquivalents 0 0 69,283,330 2,160,357,450 108,631,000,000 0000731288 0000873860 0000310522
4 remainder_Assets 0 49,641,820 589,122,399 30,397,653,300 73,037,000,000 0001386044 0001680379 0001026214
5 Debt 0 0 0 18,367,950,000 2,980,185,000,000 0000027673 0001029199 0001026214
6 Deposits 0 0 530,328,522 11,059,253,150 72,393,000,000 0000027673 0001828376 0001393612
7 InterestPayable 0 0 0 4,553,100 9,186,000,000 0000027673 0001046025 0000310522
8 remainder_Liabilities 0 6,682,700 127,713,309 14,805,108,300 4,172,623,000,000 0001850398 0001228454 0000310522
9 LaborAndRelatedExpense 0 0 0 492,818,800 3,356,815,000 0000027673 0000806279 0001805284
10 Occupancy 0 0 0 14,823,600 137,546,000 0000027673 0000885550 0001077771
11 GeneralAndAdministrativeExpense 0 0 0 189,731,200 1,487,000,000 0000027673 0001386044 0000834071
12 SellingAndMarketingExpense 0 0 0 169,246,600 1,249,583,000 0000038009 0001046050 0001805284
13 OperatingExpenses 0 0 0 1,158,156,200 2,811,427,000 0000070502 0001001171 0001029199
14 DepreciationAndAmortization 0 0 0 35,333,450 268,700,000 0000027673 0001033012 0000731288
15 InterestExpense 0 0 0 158,245,000 2,790,000,000 0000070502 0001033012 0000038009
16 ProfessionalFees 0 0 0 13,124,500 425,071,000 0000027673 0001041514 0001745916
17 remainder_Expenses -1,160,927,000 -319,851,350 7,060,060 728,428,900 5,773,000,000 0001783398 0001408534 0000310522
18 remainder_Revenues 0 0 0 1,555,589,800 9,999,000,000 0000070502 0000916907 0000038009
19 remainder_NetIncome -335,243,000 -22,715,400 22,489,503 3,161,306,850 27,949,000,000 0000873860 0001001171 0000310522
20 remainder_ComprehensiveNetIncome -5,764,340,000 -106,024,700 -514,959 14,149,850 33,212,000 0001805284 0001391933 0001504008
  yvar min 5% median 95% max min_company median_company max_company
0 Assets 2,132 251,883,433 1,932,706,655 75,164,190,000 4,229,166,000,000 0001386044 0001464343 0000310522
1 Liabilities 351,924 106,610,050 1,700,156,351 58,195,010,000 4,181,809,000,000 0001386044 0001556727 0000310522
2 Expenses 93,000 445,477 27,393,056 2,769,618,400 6,842,303,000 0001849466 0001001171 0001805284
3 Revenues 0 0 0 1,555,589,800 9,999,000,000 0000070502 0000916907 0000038009
4 StockholdersEquity -349,792 37,131,000 253,902,882 12,002,229,800 47,357,000,000 0001386044 0001447051 0000310522
5 NetIncome -438,314,000 -2,673,072 18,174,957 2,030,600,000 22,176,000,000 0001258602 0001046050 0000310522
6 ComprehensiveNetIncome -428,109,000 -5,268,200 19,118,711 1,943,760,000 22,098,000,000 0001258602 0001367859 0000310522
7 BaseVar 338,167 210,366,942 2,038,912,140 68,830,230,000 4,222,387,500,000 0001386044 0001569994 0000310522
8 EconomicCapitalRatio -2.45 0.0349 0.0745 0.353 1.07 0001386044 0001552493 0001089907

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 Loans -0.923 -0.168 0.0553 0.298 0.385 0001386044 0001734875 0000310522
1 NotesReceivable -0.486 -0.0840 -0.0735 0.415 0.639 0001386044 0001783398 0000070502
2 Securities -0.0307 -0.00502 -0.00439 0.0251 0.111 0001386044 0000910679 0001691337
3 CashAndCashEquivalents -0.183 -0.0307 -0.0160 0.0918 0.175 0001386044 0001783398 0001881592
4 remainder_Assets -0.915 -0.138 -0.0339 0.417 0.503 0001386044 0000921183 0001849466
5 Debt -0.840 -0.684 0.0421 0.0734 0.131 0001026214 0001178970 0001806201
6 Deposits -0.490 -0.261 -0.181 0.385 0.627 0001386044 0001680379 0001806201
7 InterestPayable -0.0245 -0.000732 0.000393 0.000725 0.00125 0001544190 0001691337 0001806201
8 remainder_Liabilities -0.613 -0.576 0.0913 0.120 4.82 0000310522 0001337068 0001386044
9 LaborAndRelatedExpense -0.243 -0.0782 0.0127 0.0164 0.0265 0001821160 0000806279 0001434621
10 Occupancy -0.0729 -0.00296 0.00112 0.00165 0.00234 0000108385 0001447051 0001434621
11 GeneralAndAdministrativeExpense -0.388 -0.0776 0.00845 0.00960 0.0160 0000108385 0001527383 0001386044
12 SellingAndMarketingExpense -0.702 -0.0348 0.00843 0.00942 0.0137 0001434621 0001382230 0000108385
13 OperatingExpenses -1.35 -0.0806 0.0199 0.0271 0.0415 0001386044 0001114927 0001434621
14 DepreciationAndAmortization -0.0312 -0.00976 0.00107 0.00140 0.00222 0001029199 0000070502 0001434621
15 InterestExpense -0.0748 -0.0287 0.00317 0.00362 0.00553 0001386044 0001527383 0001041514
16 ProfessionalFees -0.0240 -0.00269 0.000780 0.00115 0.00163 0001745916 0001337068 0001434621
17 remainder_Expenses -0.418 -0.0924 0.00272 0.0721 0.270 0001041514 0001178970 0001821160
18 remainder_Revenues -0.0734 -0.0526 -0.0507 0.428 1.03 0001805284 0001835385 0001434621
19 remainder_NetIncome -0.178 -0.0474 -0.0118 0.0655 0.427 0001464343 0001541119 0001805284
20 remainder_ComprehensiveNetIncome -0.204 -0.00301 0.00158 0.00367 0.0973 0001805284 0001026214 0001041514
  yvar min 5% median 95% max min_company median_company max_company
0 Assets -1.69 -0.0918 0.0124 0.0456 0.0691 0001386044 0001408534 0001845799
1 Liabilities -0.0776 -0.0591 -0.0338 0.319 0.692 0001026214 0001823406 0001089907
2 Expenses -1.52 -0.369 0.0442 0.0616 0.0633 0001386044 0001584207 0000070502
3 Revenues -0.0734 -0.0526 -0.0507 0.428 1.03 0001805284 0001835385 0001434621
4 StockholdersEquity -1.14 -0.0528 -0.0168 0.140 0.795 0001386044 0001393612 0001089907
5 NetIncome -1.49 -0.0167 -0.00266 0.0949 0.588 0001386044 0001070296 0001806201
6 ComprehensiveNetIncome -1.49 -0.0200 -0.00167 0.0860 0.591 0001386044 0001157647 0001806201
7 BaseVar nan nan nan nan nan 0000027673 0001434621 0000027673
8 EconomicCapitalRatio -2.55 -0.0631 -0.0235 0.256 0.972 0001386044 0001552493 0001089907

2022

Logs

error 14 × No matching role found input.sec.calculation_linkbase.expand_agg
error 6 × Negative Expenses, ignoring company. pre-agg
warning 15 × Ignoring company because Assets is zero pre-agg
warning 14 × No LiabilitiesAndStockholdersEquity node found input.sec.calculation_linkbase.edgar_model_mapping
warning 12 × Similarly named company. Duplicate? None
warning 11 × NetIncome node detected by IncomeLoss name heuristic input.sec.calculation_linkbase.edgar_model_mapping
warning 2 × Ignoring company because Expenses is zero pre-agg
warning 1 × Missing logo subcommand.report
warning 1 × Large missing amount for aggregate "Revenues" added to remainder. industry.us_generic
warning 1 × Large missing amount for aggregate "Liabilities" added to remainder. industry.us_generic
warning 1 × Large missing amount for aggregate "Expenses" added to remainder. industry.us_generic
warning 1 × Large missing amount for aggregate "Assets" added to remainder. industry.us_generic
warning 1 × Expenses in unusual place in relation to revenue input.sec.calculation_linkbase.edgar_model_mapping

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 Loans 0 0 0 6,602,875,000 4,114,436,000,000 0000027673 0001046050 0000310522
1 NotesReceivable 0 0 0 31,867,119,500 4,112,403,000,000 0000731288 0000921183 0000310522
2 Securities 0 0 0 788,644,500 125,996,000,000 0000070502 0001049782 0001026214
3 CashAndCashEquivalents 0 0 41,311,922 1,622,732,250 87,841,000,000 0000731288 0001530249 0000310522
4 remainder_Assets -4,074,782,000,000 41,369,927 536,503,710 17,440,216,250 60,019,000,000 0000310522 0001569994 0001026214
5 Debt 0 0 0 23,013,128,250 3,145,832,000,000 0000310522 0001029199 0001026214
6 Deposits 0 0 640,710,390 12,665,857,750 91,636,000,000 0000027673 0001823406 0001393612
7 InterestPayable 0 0 0 14,006,500 9,917,000,000 0000027673 0001001171 0000310522
8 remainder_Liabilities 412,647 8,380,750 209,728,378 11,889,460,000 4,235,094,000,000 0001386044 0001001171 0000310522
9 LaborAndRelatedExpense 0 0 0 538,900,000 2,797,868,000 0000027673 0001026214 0001805284
10 Occupancy 0 0 0 14,778,000 138,451,000 0000027673 0001070524 0001077771
11 GeneralAndAdministrativeExpense 0 0 0 190,293,750 1,697,000,000 0000027673 0001029199 0000834071
12 SellingAndMarketingExpense 0 0 0 309,523,000 945,694,000 0000070502 0000919864 0001805284
13 OperatingExpenses 0 0 0 859,868,750 2,973,402,000 0000070502 0001000045 0001029199
14 DepreciationAndAmortization 0 0 0 46,549,750 179,600,000 0000027673 0001393612 0000731288
15 InterestExpense 0 0 0 142,499,000 497,300,000 0000070502 0001049782 0000027673
16 ProfessionalFees 0 0 0 7,336,500 246,892,000 0000027673 0001000045 0001745916
17 remainder_Expenses -1,080,846,000 -388,651,750 7,515,680 720,275,000 3,310,000,000 0001783398 0001391933 0000310522
18 remainder_Revenues -41,484,000 0 0 1,482,781,500 3,358,741,000 0001089907 0001049782 0001029199
19 remainder_NetIncome -577,069,000 -14,229,500 24,556,444 3,778,750,000 16,233,000,000 0001464343 0001514743 0000310522
20 remainder_ComprehensiveNetIncome -866,496,000 -269,250,000 -14,091,223 0 20,300,000 0001810546 0001820953 0000731288
  yvar min 5% median 95% max min_company median_company max_company
0 Assets 177 253,159,145 2,182,563,870 55,765,500,000 4,305,288,000,000 0001386044 0000806279 0000310522
1 Liabilities 412,647 141,901,250 1,918,025,929 47,298,825,000 4,245,011,000,000 0001386044 0001464343 0000310522
2 Expenses 88,698 467,096 28,888,607 2,217,694,500 5,138,560,000 0001386044 0001391933 0001805284
3 Revenues -41,484,000 0 0 1,482,781,500 3,358,741,000 0001089907 0001049782 0001029199
4 StockholdersEquity -412,470 33,082,490 278,430,655 10,004,161,750 60,277,000,000 0001386044 0001001171 0000310522
5 NetIncome -707,417,000 -43,351,000 19,080,866 1,174,393,500 12,923,000,000 0001820953 0001569994 0000310522
6 ComprehensiveNetIncome -721,339,000 -143,609,000 1,829,801 1,142,393,500 12,920,000,000 0001820953 0001391933 0000310522
7 BaseVar 264,261 199,808,806 2,159,098,075 53,927,562,500 4,284,922,500,000 0001386044 0001434621 0000310522
8 EconomicCapitalRatio -1.30 0.0141 0.0616 0.257 0.633 0001386044 0001178970 0001806201

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 Loans -0.411 -0.156 -0.131 0.360 0.446 0001386044 0001783398 0000310522
1 NotesReceivable -0.317 -0.123 -0.103 0.420 0.552 0001386044 0001835385 0000070502
2 Securities -0.0166 -0.00672 -0.00541 0.0431 0.120 0001386044 0001493225 0001691337
3 CashAndCashEquivalents -0.0509 -0.0180 -0.00824 0.0672 0.194 0001386044 0001552493 0001806201
4 remainder_Assets -0.434 -0.134 -0.0493 0.475 0.977 0001386044 0001436425 0001089907
5 Debt -0.806 -0.656 0.0499 0.0813 0.114 0001026214 0001538263 0001806201
6 Deposits -0.281 -0.264 -0.159 0.352 0.465 0001500375 0001828376 0001806201
7 InterestPayable -0.0260 -0.000745 0.000443 0.000757 0.00103 0001544190 0001178970 0001806201
8 remainder_Liabilities -0.602 -0.558 0.0798 0.117 1.61 0000310522 0001436425 0001386044
9 LaborAndRelatedExpense -0.219 -0.0812 0.0131 0.0168 0.0259 0001821160 0001850398 0001434621
10 Occupancy -0.0143 -0.00277 0.000680 0.000986 0.00133 0001519401 0001828376 0001434621
11 GeneralAndAdministrativeExpense -0.133 -0.0768 0.00699 0.00776 0.0116 0001519401 0000916907 0001029199
12 SellingAndMarketingExpense -0.624 -0.0489 0.00875 0.00985 0.0120 0001434621 0001849466 0001821160
13 OperatingExpenses -0.592 -0.200 0.0181 0.0236 0.0355 0001029199 0001556727 0001434621
14 DepreciationAndAmortization -0.0267 -0.0104 0.00102 0.00132 0.00200 0001029199 0001178970 0001434621
15 InterestExpense -0.0573 -0.0256 0.00308 0.00397 0.00511 0001386044 0000806279 0001029199
16 ProfessionalFees -0.342 0.000741 0.00343 0.00498 0.00674 0001386044 0001823406 0001434621
17 remainder_Expenses -0.369 -0.0698 -0.000822 0.0936 0.372 0001041514 0001157647 0001386044
18 remainder_Revenues -0.306 -0.0462 -0.0414 0.394 0.821 0001089907 0001500375 0001434621
19 remainder_NetIncome -0.301 -0.0469 -0.00968 0.0570 0.414 0001464343 0001367859 0001821160
20 remainder_ComprehensiveNetIncome -0.0418 -0.0262 0.00302 0.0122 0.0176 0001734875 0001157647 0001434621
  yvar min 5% median 95% max min_company median_company max_company
0 Assets -0.897 -0.0886 0.0108 0.0478 0.231 0001386044 0001435508 0001089907
1 Liabilities -0.0727 -0.0534 -0.0309 0.261 0.479 0001026214 0001530249 0001089907
2 Expenses -0.960 -0.337 0.0393 0.0573 0.0583 0001434621 0001493225 0000070502
3 Revenues -0.306 -0.0462 -0.0414 0.394 0.821 0001089907 0001500375 0001434621
4 StockholdersEquity -1.09 -0.0481 -0.0134 0.147 0.795 0001386044 0001490906 0001089907
5 NetIncome -0.307 -0.0872 0.00300 0.0538 0.234 0001386044 0000806279 0001806201
6 ComprehensiveNetIncome -0.296 -0.0863 0.00491 0.0669 0.248 0001386044 0001391933 0001806201
7 BaseVar nan nan nan nan nan 0000027673 0001434621 0000027673
8 EconomicCapitalRatio -1.38 -0.0644 -0.0170 0.178 0.555 0001386044 0001178970 0001806201

Estimates

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