pwilczewski commited on
Commit
33e4722
·
1 Parent(s): 685753f

data update

Browse files
Files changed (6) hide show
  1. app.py +1 -1
  2. curr_prices.csv +1 -2
  3. fed_frame.csv +24 -24
  4. init_prices.csv +1 -1
  5. spread_frame.csv +7 -7
  6. yc_frame.csv +9 -9
app.py CHANGED
@@ -4,7 +4,7 @@ import numpy as np
4
  from data_proc import load_equity_data, load_yield_curve_data, load_credit_spread_data, load_fed_balance_sheet
5
  from data_proc import plot_treasury_curves, plot_credit_spreads, plot_fed_balance_sheet
6
 
7
- data_from_file = True
8
 
9
  loser_frame, largest_frame = load_equity_data(data_from_file)
10
  yc_frame = load_yield_curve_data(data_from_file)
 
4
  from data_proc import load_equity_data, load_yield_curve_data, load_credit_spread_data, load_fed_balance_sheet
5
  from data_proc import plot_treasury_curves, plot_credit_spreads, plot_fed_balance_sheet
6
 
7
+ data_from_file = False
8
 
9
  loser_frame, largest_frame = load_equity_data(data_from_file)
10
  yc_frame = load_yield_curve_data(data_from_file)
curr_prices.csv CHANGED
@@ -1,3 +1,2 @@
1
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2
- ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8.3100004196167,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.119999885559082,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.4399995803833,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.510000228881836,,,11.75,,,,,,,,,,,11.100000381469727,,,,,21.809999465942383,,,,,,,,,,,,,,,,,,
3
- 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1
  ABCB,ACNB,AFBI,ALLY,ALRS,AMAL,AMNB,AMTB,AROW,ASB,ASRV,ATLO,AUB,AUBN,AXP,BAC,BANC,BANF,BANR,BCML,BCOW,BFC,BFIN,BFST,BHB,BK,BKSC,BLFY,BMRC,BOH,BOKF,BOTJ,BPOP,BPRN,BRBS,BSRR,BSVN,BUSE,BWB,BWFG,BY,C,CAC,CADE,CALB,CARE,CASH,CATC,CATY,CBAN,CBFV,CBNK,CBSH,CBU,CCB,CCBG,CCNE,CFB,CFFI,CFG,CFR,CHCO,CHMG,CIVB,CIZN,CLBK,CMA,CNOB,COF,COFS,COLB,CPF,CSTR,CTBI,CUBI,CVBF,CVCY,CWBC,CZFS,CZNC,DFS,EBC,EBTC,ECBK,EFSC,EGBN,ESQ,ESSA,EVBN,EWBC,FBIZ,FBK,FBMS,FBNC,FCBC,FCCO,FCF,FCNCA,FDBC,FFBC,FFIC,FFIN,FFNW,FFWM,FGBI,FHB,FHN,FIBK,FINW,FISI,FITB,FLIC,FMBH,FMNB,FNB,FNCB,FNLC,FNWB,FRAF,FRBA,FRBK,FRME,FRST,FSBC,FSBW,FSEA,FSFG,FULT,FUNC,FUSB,FVCB,FXNC,GABC,GBCI,GBNY,GGAL,GLBZ,GNTY,GS,GSBC,HAFC,HBAN,HBCP,HBNC,HBT,HFWA,HIFS,HMST,HNVR,HOMB,HONE,HOPE,HTBK,HTH,HTLF,HVBC,HWBK,HWC,IBCP,IBOC,IBTX,INBK,INDB,ISTR,JMSB,JPM,KEY,LARK,LBAI,LBC,LCNB,LKFN,LMST,LOB,MBCN,MBIN,MBWM,MCB,MCBC,MCBS,MGYR,MLVF,MNSB,MOFG,MPB,MRBK,MS,MSBI,MSVB,MTB,MYFW,NBHC,NBN,NBTB,NFBK,NIC,NKSH,NSTS,NTRS,NWBI,NWFL,NYCB,OBNK,OBT,ONB,OPBK,OPHC,OPOF,ORRF,OSBC,OVBC,OVLY,OZK,PACW,PB,PBBK,PBFS,PBHC,PCB,PEBK,PEBO,PFBC,PFIS,PGC,PKBK,PNBK,PNC,PNFP,PPBI,PRK,PTRS,PVBC,PWOD,QCRH,RBB,RBCAA,RBKB,RF,RNST,RRBI,RVSB,SASR,SBCF,SBFG,SBSI,SFBS,SFNC,SFST,SHBI,SHFS,SMBC,SMBK,SMMF,SNV,SPFI,SRCE,SSB,SSBI,SSBK,STBA,STEL,STT,SYBT,TBBK,TCBC,TCBI,TCBK,TCBS,TCBX,TCFC,TFC,TFIN,THFF,TMP,TOWN,TRMK,TRST,TSBK,UBCP,UBFO,UBSI,UCBI,UMBF,UNB,UNTY,USB,USCB,UVSP,VABK,VBTX,VLY,WABC,WAFD,WAL,WASH,WBS,WFC,WSBC,WSFS,WTBA,WTFC,ZION
2
+ 44.16999816894531,33.93000030517578,13.710000038146973,30.475000381469727,19.670000076293945,19.795000076293945,40.880001068115234,19.760000228881836,20.110000610351562,19.125,3.299999952316284,19.389999389648438,31.584999084472656,21.5,168.50999450683594,32.087398529052734,14.180000305175781,99.71099853515625,47.4900016784668,19.959999084472656,,87.9800033569336,8.989999771118164,20.884000778198242,26.329999923706055,45.36000061035156,14.100000381469727,10.25,21.219999313354492,57.07500076293945,89.36000061035156,11.069999694824219,72.62000274658203,30.690000534057617,8.630000114440918,20.67009925842285,26.865400314331055,21.600000381469727,10.800000190734863,27.5,22.114999771118164,47.8650016784668,35.20000076293945,25.024999618530273,18.469999313354492,14.805000305175781,52.69499969482422,61.14500045776367,37.9900016784668,10.749799728393555,22.93000030517578,19.818500518798828,53.34000015258789,53.183998107910156,45.220001220703125,32.5,19.424999237060547,11.6899995803833,56.939998626708984,32.244998931884766,107.30999755859375,98.8499984741211,42.790000915527344,18.729999542236328,11.871100425720215,17.53499984741211,53.64500045776367,20.690000534057617,116.84190368652344,23.75469970703125,22.584999084472656,18.184600830078125,14.630000114440918,38.47999954223633,41.92499923706055,18.7450008392334,16.543899536132812,,,21.138999938964844,105.83000183105469,14.300000190734863,31.979999542236328,12.579999923706055,41.209999084472656,28.200000762939453,50.375,16.65999984741211,29.965999603271484,61.79999923706055,34.2400016784668,34.90999984741211,31.225000381469727,33.189998626708984,33.83000183105469,19.75,14.395000457763672,1401.31005859375,50.0,22.969999313354492,15.824999809265137,32.36000061035156,12.149999618530273,7.105000019073486,13.3100004196167,20.829999923706055,13.77750015258789,28.860000610351562,9.75,19.399999618530273,28.979999542236328,13.824999809265137,30.780000686645508,13.699999809265137,12.774999618530273,6.190100193023682,26.959999084472656,13.90999984741211,30.049999237060547,12.670000076293945,1.0196000337600708,32.099998474121094,9.390000343322754,25.2450008392334,31.670000076293945,8.050000190734863,18.384899139404297,14.239999771118164,,,12.6899995803833,,29.25,32.755001068115234,,16.564199447631836,8.109999656677246,31.59000015258789,356.510009765625,56.029998779296875,18.979999542236328,12.164999961853027,36.899898529052734,12.609999656677246,19.736900329589844,18.770000457763672,,10.279999732971191,17.93000030517578,24.264999389648438,10.510000228881836,10.819999694824219,9.569999694824219,31.139999389648438,34.459999084472656,,,43.900001525878906,20.709999084472656,49.099998474121094,44.595001220703125,22.565000534057617,59.92499923706055,15.179900169372559,19.389999389648438,158.0500030517578,12.414999961853027,21.25,15.21500015258789,10.382399559020996,17.209999084472656,55.1349983215332,,37.599998474121094,29.209999084472656,32.36000061035156,34.77000045776367,45.0099983215332,9.90999984741211,21.239999771118164,11.199999809265137,,23.979999542236328,24.899999618530273,24.228599548339844,12.020000457763672,91.71990203857422,23.770000457763672,12.850000381469727,139.4550018310547,21.0,34.06999969482422,48.060001373291016,37.5,12.1850004196167,82.44000244140625,30.260000228881836,9.130000114440918,80.23999786376953,12.354999542236328,31.790000915527344,13.869999885559082,,46.20000076293945,16.940000534057617,9.970000267028809,3.0399999618530273,,23.850000381469727,15.960000038146973,,27.030000686645508,44.01499938964844,9.28499984741211,63.150001525878906,,9.899999618530273,14.619999885559082,16.424999237060547,,28.297500610351562,65.8499984741211,47.5,29.454999923706055,19.21500015258789,8.890000343322754,135.61000061035156,75.62999725341797,25.6200008392334,109.91999816894531,7.110000133514404,9.800000190734863,,51.55500030517578,14.9399995803833,46.310001373291016,7.0,20.309999465942383,30.899999618530273,50.04999923706055,5.639999866485596,24.56730079650879,24.950000762939453,13.600000381469727,32.939998626708984,59.880001068115234,20.020000457763672,29.899999618530273,12.045000076293945,0.5019000172615051,47.5,25.1200008392334,22.850000381469727,33.68000030517578,26.649999618530273,46.7400016784668,77.16999816894531,,25.1200008392334,31.56999969482422,25.06999969482422,72.44999694824219,47.849998474121094,37.83000183105469,14.300000190734863,63.900001525878906,37.40999984741211,,20.5,,33.1150016784668,71.61000061035156,38.165000915527344,60.125,25.219999313354492,26.03499984741211,30.399999618530273,31.65999984741211,12.157600402832031,7.510000228881836,33.599998474121094,28.9950008392334,70.87000274658203,23.399900436401367,26.138700485229492,39.5,10.970000267028809,19.530000686645508,36.22999954223633,21.459999084472656,10.149999618530273,48.959999084472656,31.1200008392334,52.439998626708984,32.29999923706055,47.369998931884766,46.21500015258789,28.079999923706055,43.630001068115234,20.299999237060547,84.08000183105469,38.16999816894531
 
fed_frame.csv CHANGED
@@ -1,45 +1,45 @@
1
  ,Balance,Item,Date
2
  0,7948335.0,Securities,2023-03-08
3
- 1,7767733.0,Securities,2023-05-24
4
  2,307032.0,Premiums,2023-03-08
5
- 3,299701.0,Premiums,2023-05-24
6
  4,-27844.0,Discounts,2023-03-08
7
- 5,-27725.0,Discounts,2023-05-24
8
  6,0.0,Other repurchase,2023-03-08
9
- 7,30.0,Other repurchase,2023-05-24
10
  8,15209.0,Liquidity facilities,2023-03-08
11
- 9,296860.0,Liquidity facilities,2023-05-24
12
  10,22431.0,Other 1,2023-03-08
13
- 11,20257.0,Other 1,2023-05-24
14
  12,1941.0,Other 2,2023-03-08
15
- 13,1752.0,Other 2,2023-05-24
16
  14,5594.0,Other 3,2023-03-08
17
- 15,5579.0,Other 3,2023-05-24
18
  16,-771.0,Other 4,2023-03-08
19
- 17,-201.0,Other 4,2023-05-24
20
  18,11037.0,Other 5,2023-03-08
21
- 19,11037.0,Other 5,2023-05-24
22
  20,18206.0,Other 6,2023-03-08
23
- 21,18378.0,Other 6,2023-05-24
24
  22,5200.0,Other 7,2023-03-08
25
- 23,5200.0,Other 7,2023-05-24
26
  24,33377.0,Other 8,2023-03-08
27
- 25,35739.0,Other 8,2023-05-24
28
- 26,51597.0,Other 9,2023-03-08
29
- 27,51751.0,Other 9,2023-05-24
30
  28,411.0,CB liquidity swaps,2023-03-08
31
- 29,391.0,CB liquidity swaps,2023-05-24
32
  30,2560350.0,Reverse repo,2023-03-08
33
- 31,2611006.0,Reverse repo,2023-05-24
34
  32,3003676.0,Bank deposits,2023-03-08
35
- 33,3250771.0,Bank deposits,2023-05-24
36
- 34,2307964.0,Currency,2023-03-08
37
- 35,2337470.0,Currency,2023-05-24
38
  36,492278.0,Other deposits,2023-03-08
39
- 37,285965.0,Other deposits,2023-05-24
40
  38,131.0,Other Liability 1,2023-03-08
41
- 39,229.0,Other Liability 1,2023-05-24
42
  40,15347.0,Other Liability 2,2023-03-08
43
- 41,13358.0,Other Liability 2,2023-05-24
44
  42,12016.0,Other Liability 3,2023-03-08
45
- 43,-12314.0,Other Liability 3,2023-05-24
 
1
  ,Balance,Item,Date
2
  0,7948335.0,Securities,2023-03-08
3
+ 1,7600888.0,Securities,2023-07-26
4
  2,307032.0,Premiums,2023-03-08
5
+ 3,293388.0,Premiums,2023-07-26
6
  4,-27844.0,Discounts,2023-03-08
7
+ 5,-27155.0,Discounts,2023-07-26
8
  6,0.0,Other repurchase,2023-03-08
9
+ 7,1.0,Other repurchase,2023-07-26
10
  8,15209.0,Liquidity facilities,2023-03-08
11
+ 9,266372.0,Liquidity facilities,2023-07-26
12
  10,22431.0,Other 1,2023-03-08
13
+ 11,19734.0,Other 1,2023-07-26
14
  12,1941.0,Other 2,2023-03-08
15
+ 13,1644.0,Other 2,2023-07-26
16
  14,5594.0,Other 3,2023-03-08
17
+ 15,5604.0,Other 3,2023-07-26
18
  16,-771.0,Other 4,2023-03-08
19
+ 17,-257.0,Other 4,2023-07-26
20
  18,11037.0,Other 5,2023-03-08
21
+ 19,11037.0,Other 5,2023-07-26
22
  20,18206.0,Other 6,2023-03-08
23
+ 21,18709.0,Other 6,2023-07-26
24
  22,5200.0,Other 7,2023-03-08
25
+ 23,5200.0,Other 7,2023-07-26
26
  24,33377.0,Other 8,2023-03-08
27
+ 25,46236.0,Other 8,2023-07-26
28
+ 26,51534.0,Other 9,2023-03-08
29
+ 27,51814.0,Other 9,2023-07-26
30
  28,411.0,CB liquidity swaps,2023-03-08
31
+ 29,255.0,CB liquidity swaps,2023-07-26
32
  30,2560350.0,Reverse repo,2023-03-08
33
+ 31,2066975.0,Reverse repo,2023-07-26
34
  32,3003676.0,Bank deposits,2023-03-08
35
+ 33,3166767.0,Bank deposits,2023-07-26
36
+ 34,2307901.0,Currency,2023-03-08
37
+ 35,2333001.0,Currency,2023-07-26
38
  36,492278.0,Other deposits,2023-03-08
39
+ 37,742465.0,Other deposits,2023-07-26
40
  38,131.0,Other Liability 1,2023-03-08
41
+ 39,263.0,Other Liability 1,2023-07-26
42
  40,15347.0,Other Liability 2,2023-03-08
43
+ 41,13358.0,Other Liability 2,2023-07-26
44
  42,12016.0,Other Liability 3,2023-03-08
45
+ 43,-29355.0,Other Liability 3,2023-07-26
init_prices.csv CHANGED
@@ -1,2 +1,2 @@
1
  ABCB,ACNB,AFBI,ALLY,ALRS,AMAL,AMNB,AMTB,AROW,ASB,ASRV,ATLO,AUB,AUBN,AXP,BAC,BANC,BANF,BANR,BCML,BCOW,BFC,BFIN,BFST,BHB,BK,BKSC,BLFY,BMRC,BOH,BOKF,BOTJ,BPOP,BPRN,BRBS,BSRR,BSVN,BUSE,BWB,BWFG,BY,C,CAC,CADE,CALB,CARE,CASH,CATC,CATY,CBAN,CBFV,CBNK,CBSH,CBU,CCB,CCBG,CCNE,CFB,CFFI,CFG,CFR,CHCO,CHMG,CIVB,CIZN,CLBK,CMA,CNOB,COF,COFS,COLB,CPF,CSTR,CTBI,CUBI,CVBF,CVCY,CWBC,CZFS,CZNC,DFS,EBC,EBTC,ECBK,EFSC,EGBN,ESQ,ESSA,EVBN,EWBC,FBIZ,FBK,FBMS,FBNC,FCBC,FCCO,FCF,FCNCA,FDBC,FFBC,FFIC,FFIN,FFNW,FFWM,FGBI,FHB,FHN,FIBK,FINW,FISI,FITB,FLIC,FMBH,FMNB,FNB,FNCB,FNLC,FNWB,FRAF,FRBA,FRBK,FRME,FRST,FSBC,FSBW,FSEA,FSFG,FULT,FUNC,FUSB,FVCB,FXNC,GABC,GBCI,GBNY,GGAL,GLBZ,GNTY,GS,GSBC,HAFC,HBAN,HBCP,HBNC,HBT,HFWA,HIFS,HMST,HNVR,HOMB,HONE,HOPE,HTBK,HTH,HTLF,HVBC,HWBK,HWC,IBCP,IBOC,IBTX,INBK,INDB,ISTR,JMSB,JPM,KEY,LARK,LBAI,LBC,LCNB,LKFN,LMST,LOB,MBCN,MBIN,MBWM,MCB,MCBC,MCBS,MGYR,MLVF,MNSB,MOFG,MPB,MRBK,MS,MSBI,MSVB,MTB,MYFW,NBHC,NBN,NBTB,NFBK,NIC,NKSH,NSTS,NTRS,NWBI,NWFL,NYCB,OBNK,OBT,ONB,OPBK,OPHC,OPOF,ORRF,OSBC,OVBC,OVLY,OZK,PACW,PB,PBBK,PBFS,PBHC,PCB,PEBK,PEBO,PFBC,PFIS,PGC,PKBK,PNBK,PNC,PNFP,PPBI,PRK,PTRS,PVBC,PWOD,QCRH,RBB,RBCAA,RBKB,RF,RNST,RRBI,RVSB,SASR,SBCF,SBFG,SBSI,SFBS,SFNC,SFST,SHBI,SHFS,SMBC,SMBK,SMMF,SNV,SPFI,SRCE,SSB,SSBI,SSBK,STBA,STEL,STT,SYBT,TBBK,TCBC,TCBI,TCBK,TCBS,TCBX,TCFC,TFC,TFIN,THFF,TMP,TOWN,TRMK,TRST,TSBK,UBCP,UBFO,UBSI,UCBI,UMBF,UNB,UNTY,USB,USCB,UVSP,VABK,VBTX,VLY,WABC,WAFD,WAL,WASH,WBS,WFC,WSBC,WSFS,WTBA,WTFC,ZION
2
- 44.73714828491211,35.40999984741211,15.8100004196167,29.100309371948242,19.00157356262207,21.844755172729492,32.650001525878906,26.592082977294922,29.18000030517578,21.969999313354492,3.9487242698669434,23.47844886779785,38.189125061035156,24.100000381469727,174.18470764160156,32.560001373291016,16.655242919921875,87.46072387695312,60.591732025146484,19.779998779296875,9.84000015258789,77.59211730957031,10.201022148132324,19.67997932434082,29.007726669311523,49.35908126831055,15.97645378112793,11.84000015258789,27.9648380279541,71.61852264404297,98.45442962646484,13.0,65.76639556884766,33.41209030151367,12.138833045959473,19.564111709594727,28.198945999145508,23.22918128967285,14.289999961853027,28.575897216796875,23.85262680053711,50.13041687011719,39.847190856933594,25.711620330810547,25.18000030517578,17.239999771118164,49.547142028808594,72.99472045898438,40.91242599487305,11.911111831665039,24.154664993286133,19.266042709350586,63.790000915527344,56.35858154296875,44.349998474121094,35.02000045776367,23.510000228881836,13.109999656677246,58.309757232666016,37.525054931640625,125.4941177368164,94.02931213378906,49.18171691894531,21.07638931274414,15.274576187133789,20.350000381469727,66.17675018310547,23.219120025634766,104.21975708007812,28.027076721191406,26.892309188842773,21.72833251953125,16.104318618774414,41.51437759399414,28.889999389648438,22.772790908813477,24.639022827148438,14.928385734558105,81.60499572753906,21.900121688842773,109.8402328491211,15.319999694824219,35.55810546875,15.359999656677246,53.64729309082031,41.40229415893555,43.54177474975586,18.826854705810547,37.7400016784668,72.19312286376953,34.89847946166992,35.50640869140625,29.836612701416016,40.30308532714844,29.182313919067383,20.146265029907227,14.666393280029297,679.2196655273438,48.00876998901367,23.350000381469727,18.18000030517578,35.060367584228516,14.89543342590332,13.903791427612305,18.498088836669922,25.096176147460938,21.14575958251953,33.180572509765625,8.90999984741211,23.789018630981445,33.278690338134766,16.487869262695312,29.177209854125977,13.609999656677246,13.569999694824219,7.610000133514404,28.643692016601562,13.709465980529785,32.349388122558594,13.245365142822266,1.8300000429153442,39.439998626708984,11.1885986328125,26.13033676147461,33.70475769042969,9.9399995803833,19.185117721557617,16.17279624938965,19.51654815673828,9.699999809265137,13.75,18.737844467163086,36.99880599975586,44.43260192871094,11.0,13.180000305175781,7.930013656616211,30.13178062438965,349.2900085449219,55.9722900390625,22.551748275756836,14.238903045654297,36.9066276550293,14.607828140258789,22.565664291381836,25.653963088989258,272.79388427734375,23.24701690673828,19.59055519104004,22.918664932250977,13.01953411102295,12.214629173278809,11.331639289855957,32.09257507324219,47.36679458618164,31.0,24.757816314697266,46.720001220703125,21.176349639892578,47.59000015258789,54.63413619995117,25.232839584350586,75.06221008300781,18.83837890625,25.06999969482422,136.72695922851562,16.95900535583496,22.334545135498047,18.283143997192383,11.399999618530273,17.729999542236328,67.48955535888672,26.700000762939453,33.279998779296875,28.850000381469727,29.18035316467285,34.869998931884766,54.7400016784668,10.61957836151123,19.042373657226562,12.551848411560059,17.719999313354492,28.706823348999023,28.8799991607666,29.256507873535156,15.554924011230469,95.07657623291016,24.99245262145996,13.098136901855469,140.3800048828125,24.549999237060547,38.73313903808594,43.477867126464844,38.380001068115234,14.055204391479492,73.41000366210938,39.79867172241211,10.3100004196167,92.08999633789062,13.045248031616211,33.287811279296875,8.220220565795898,36.24250411987305,53.540000915527344,16.75,10.76666259765625,3.809999942779541,27.389999389648438,22.36152458190918,15.894963264465332,26.04401397705078,27.139999389648438,40.56462478637695,26.623233795166016,69.64904022216797,14.449999809265137,11.079999923706055,19.140209197998047,16.81757926940918,34.150001525878906,29.62183380126953,66.8978271484375,48.815696716308594,36.693172454833984,19.849946975708008,10.899999618530273,143.3434295654297,67.01080322265625,29.991676330566406,123.23844146728516,8.94249153137207,8.789999961853027,26.55109405517578,51.252532958984375,18.544580459594727,42.49393081665039,9.399999618530273,21.560001373291016,33.23452377319336,50.54914093017578,6.5648298263549805,31.624059677124023,28.342082977294922,16.333351135253906,36.09384536743164,68.27400970458984,20.79827117919922,39.650001525878906,16.707733154296875,0.6899999976158142,44.126197814941406,26.267393112182617,24.298585891723633,38.122833251953125,25.27984619140625,48.52457046508789,78.93506622314453,15.723705291748047,26.938783645629883,35.61788558959961,27.84961700439453,85.86264038085938,56.22991180419922,34.029998779296875,16.299999237060547,64.75,48.57720184326172,15.270000457763672,17.540000915527344,39.205223083496094,42.95421600341797,59.75,42.869998931884766,72.33250427246094,29.460790634155273,27.829999923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1
  ABCB,ACNB,AFBI,ALLY,ALRS,AMAL,AMNB,AMTB,AROW,ASB,ASRV,ATLO,AUB,AUBN,AXP,BAC,BANC,BANF,BANR,BCML,BCOW,BFC,BFIN,BFST,BHB,BK,BKSC,BLFY,BMRC,BOH,BOKF,BOTJ,BPOP,BPRN,BRBS,BSRR,BSVN,BUSE,BWB,BWFG,BY,C,CAC,CADE,CALB,CARE,CASH,CATC,CATY,CBAN,CBFV,CBNK,CBSH,CBU,CCB,CCBG,CCNE,CFB,CFFI,CFG,CFR,CHCO,CHMG,CIVB,CIZN,CLBK,CMA,CNOB,COF,COFS,COLB,CPF,CSTR,CTBI,CUBI,CVBF,CVCY,CWBC,CZFS,CZNC,DFS,EBC,EBTC,ECBK,EFSC,EGBN,ESQ,ESSA,EVBN,EWBC,FBIZ,FBK,FBMS,FBNC,FCBC,FCCO,FCF,FCNCA,FDBC,FFBC,FFIC,FFIN,FFNW,FFWM,FGBI,FHB,FHN,FIBK,FINW,FISI,FITB,FLIC,FMBH,FMNB,FNB,FNCB,FNLC,FNWB,FRAF,FRBA,FRBK,FRME,FRST,FSBC,FSBW,FSEA,FSFG,FULT,FUNC,FUSB,FVCB,FXNC,GABC,GBCI,GBNY,GGAL,GLBZ,GNTY,GS,GSBC,HAFC,HBAN,HBCP,HBNC,HBT,HFWA,HIFS,HMST,HNVR,HOMB,HONE,HOPE,HTBK,HTH,HTLF,HVBC,HWBK,HWC,IBCP,IBOC,IBTX,INBK,INDB,ISTR,JMSB,JPM,KEY,LARK,LBAI,LBC,LCNB,LKFN,LMST,LOB,MBCN,MBIN,MBWM,MCB,MCBC,MCBS,MGYR,MLVF,MNSB,MOFG,MPB,MRBK,MS,MSBI,MSVB,MTB,MYFW,NBHC,NBN,NBTB,NFBK,NIC,NKSH,NSTS,NTRS,NWBI,NWFL,NYCB,OBNK,OBT,ONB,OPBK,OPHC,OPOF,ORRF,OSBC,OVBC,OVLY,OZK,PACW,PB,PBBK,PBFS,PBHC,PCB,PEBK,PEBO,PFBC,PFIS,PGC,PKBK,PNBK,PNC,PNFP,PPBI,PRK,PTRS,PVBC,PWOD,QCRH,RBB,RBCAA,RBKB,RF,RNST,RRBI,RVSB,SASR,SBCF,SBFG,SBSI,SFBS,SFNC,SFST,SHBI,SHFS,SMBC,SMBK,SMMF,SNV,SPFI,SRCE,SSB,SSBI,SSBK,STBA,STEL,STT,SYBT,TBBK,TCBC,TCBI,TCBK,TCBS,TCBX,TCFC,TFC,TFIN,THFF,TMP,TOWN,TRMK,TRST,TSBK,UBCP,UBFO,UBSI,UCBI,UMBF,UNB,UNTY,USB,USCB,UVSP,VABK,VBTX,VLY,WABC,WAFD,WAL,WASH,WBS,WFC,WSBC,WSFS,WTBA,WTFC,ZION
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