diff --git a/data/basic_info.csv b/data/basic_info.csv
index 88c833c7..d8b24033 100644
--- a/data/basic_info.csv
+++ b/data/basic_info.csv
@@ -1,4 +1,4 @@
-2024-02-28T01:00:55.774822
+2024-02-29T23:10:29.064790
 ,Long Name,Sector,Price,Trailing PE,Forward PE,Market Cap,Dividend Yield,Payout Ratio
 MMM,3M Company,Industrials,91.86,,8.928571,50433.875968,6.54,61.67
 AOS,A. O. Smith Corporation,Industrials,80.74,21.704605,18.496534,11788.848128,1.5800001,33.060002
diff --git a/data/calendar.csv b/data/calendar.csv
index 96529fe8..c4f18f22 100644
--- a/data/calendar.csv
+++ b/data/calendar.csv
@@ -1,4 +1,4 @@
-2024-02-28T01:00:56.110480
+2024-02-29T23:10:29.436304
 ,Earnings Dates,Ex-Dividend Dates,Pays Dividend
 MMM,2024-04-23,,True
 AOS,,,True
@@ -190,7 +190,7 @@ EXPD,,,True
 EXR,,,True
 XOM,,,True
 FFIV,,,True
-FDS,2024-03-21,2024-02-28,True
+FDS,2024-03-21,,True
 FICO,2024-04-25,,True
 FAST,,,True
 FRT,,,True
@@ -222,7 +222,7 @@ GPC,,,True
 GILD,2024-04-25,2024-03-14,True
 GPN,,,True
 GL,,,True
-GS,2024-04-16,2024-02-28,True
+GS,2024-04-16,,True
 HAL,2024-04-23,2024-03-05,True
 HIG,,,True
 HAS,,,True
@@ -239,7 +239,7 @@ HON,2024-04-25,2024-02-29,True
 HRL,2024-02-29,,True
 HST,,,True
 HWM,,,True
-HPQ,2024-02-28,2024-03-12,True
+HPQ,,2024-03-12,True
 HUBB,,,True
 HUM,2024-04-24,2024-03-27,True
 HBAN,2024-04-18,2024-03-15,True
@@ -346,7 +346,7 @@ NSC,,,True
 NTRS,2024-04-16,2024-03-07,True
 NOC,2024-04-25,,True
 NCLH,,,True
-NRG,2024-02-28,,True
+NRG,,,True
 NUE,,,True
 NVDA,,,True
 NVR,,,True
@@ -409,7 +409,7 @@ ROP,2024-04-25,,True
 ROST,,,True
 RCL,,,True
 SPGI,2024-04-25,,True
-CRM,2024-02-28,,True
+CRM,,,True
 SBAC,,,True
 SLB,2024-04-19,,True
 STX,2024-04-18,2024-03-20,True
@@ -445,7 +445,7 @@ TSLA,,,True
 TXN,,,True
 TXT,2024-04-25,,True
 TMO,,,True
-TJX,2024-02-28,,True
+TJX,,,True
 TSCO,,,True
 TT,,,True
 TDG,,,True
@@ -458,7 +458,7 @@ USB,2024-04-17,,True
 UBER,,,True
 UDR,,,True
 ULTA,2024-03-14,,True
-UNP,2024-04-18,2024-02-28,True
+UNP,2024-04-18,,True
 UAL,2024-04-16,,True
 UPS,,,True
 URI,2024-04-24,,True
@@ -472,7 +472,7 @@ VRSK,2024-05-01,,True
 VZ,2024-04-22,,True
 VRTX,2024-04-29,,True
 VFC,,,True
-VTRS,2024-02-28,,True
+VTRS,,,True
 VICI,,,True
 V,2024-04-23,,True
 VMC,,2024-03-01,True
@@ -505,7 +505,7 @@ ZION,2024-04-22,,True
 ZTS,,,True
 AADI,2024-03-26,,True
 AAN,,,True
-AAON,2024-02-28,,True
+AAON,,,True
 AAT,2024-04-23,2024-03-06,True
 ABCB,2024-04-25,,True
 ABCL,2024-05-02,,True
@@ -519,22 +519,22 @@ ACA,,,True
 ACAD,,,True
 ACCD,2024-04-25,,True
 ACCO,,2024-03-14,True
-ACEL,2024-02-28,,True
+ACEL,,,True
 ACET,2024-03-13,,True
 ACHR,,,True
 ACIW,2024-02-29,,True
 ACLS,2024-05-01,,True
 ACLX,,,True
-ACMR,2024-02-28,,True
+ACMR,,,True
 ACNB,2024-04-25,2024-02-29,True
 ACRE,,,True
 ACRS,,,True
 ACRV,,,True
 ACT,2024-05-01,,True
 ACVA,2024-05-08,,True
-ADC,2024-05-02,2024-02-28,True
+ADC,2024-05-02,,True
 ADEA,2024-05-06,,True
-ADMA,2024-02-28,,True
+ADMA,,,True
 ADNT,,,True
 ADPT,2024-05-01,,True
 ADTH,2024-02-29,,True
@@ -555,8 +555,8 @@ AGX,2024-04-10,,True
 AGYS,2024-05-14,,True
 AHCO,,,True
 AHH,,2024-03-26,True
-AHT,2024-02-28,,True
-AI,2024-02-28,,True
+AHT,,,True
+AI,,,True
 AIN,,,True
 AIP,2024-05-02,,True
 AIR,2024-03-19,,True
@@ -571,13 +571,13 @@ AKYA,2024-03-04,,True
 ALCO,2024-05-02,,True
 ALE,2024-05-01,,True
 ALEC,,,True
-ALEX,2024-02-28,,True
+ALEX,,,True
 ALG,,,True
 ALGT,2024-05-01,,True
 ALHC,,,True
 ALIT,2024-05-07,,True
 ALKS,,,True
-ALKT,2024-02-28,,True
+ALKT,,,True
 ALLO,,,True
 ALPN,2024-03-21,,True
 ALRM,,,True
@@ -598,12 +598,12 @@ AMKR,2024-04-29,2024-03-11,True
 AMLX,,,True
 AMN,2024-05-02,,True
 AMNB,2024-04-23,,True
-AMPH,2024-02-28,,True
+AMPH,,,True
 AMPL,,,True
 AMPS,2024-03-14,,True
 AMPY,2024-03-07,,True
 AMR,,,True
-AMRC,2024-02-28,,True
+AMRC,,,True
 AMRK,2024-05-07,,True
 AMRX,2024-02-29,,True
 AMSF,,,True
@@ -612,7 +612,7 @@ AMTB,2024-04-18,,True
 AMTX,2024-03-07,,True
 AMWD,2024-02-29,,True
 AMWL,2024-05-01,,True
-ANAB,2024-02-28,,True
+ANAB,,,True
 ANDE,2024-04-30,2024-03-28,True
 ANF,2024-03-06,,True
 ANGO,2024-03-28,,True
@@ -624,20 +624,20 @@ AORT,2024-05-02,,True
 AOSL,2024-05-02,,True
 APAM,2024-04-30,,True
 APEI,2024-03-05,,True
-APG,2024-02-28,,True
+APG,,,True
 APLD,2024-04-08,,True
-APLE,,2024-02-28,True
+APLE,,,True
 APLS,,,True
 APOG,2024-04-10,,True
 APPF,2024-04-25,,True
 APPN,2024-05-07,,True
 APPS,,,True
 ARCB,2024-04-26,,True
-ARCH,2024-04-25,2024-02-28,True
+ARCH,2024-04-25,,True
 ARCT,2024-03-07,,True
 AREN,2024-03-14,,True
 ARI,2024-04-24,,True
-ARIS,2024-02-28,,True
+ARIS,,,True
 ARKO,,,True
 ARL,2024-03-21,,True
 ARLO,2024-02-29,,True
@@ -651,13 +651,13 @@ ARVN,,,True
 ARWR,2024-04-30,,True
 ASAN,2024-03-11,,True
 ASB,2024-04-18,2024-02-29,True
-ASC,2024-05-07,2024-02-28,True
+ASC,2024-05-07,,True
 ASGN,2024-04-24,,True
 ASIX,2024-05-03,2024-03-01,True
 ASLE,2024-03-07,,True
 ASO,2024-03-14,,True
 ASPN,2024-05-01,,True
-ASTE,2024-02-28,,True
+ASTE,,,True
 ASTR,2024-03-28,,True
 ATEC,,,True
 ATEN,2024-05-02,,True
@@ -674,7 +674,7 @@ ATOM,2024-04-24,,True
 ATRA,,,True
 ATRC,2024-04-30,,True
 ATRI,,,True
-ATRO,2024-02-28,,True
+ATRO,,,True
 ATSG,,,True
 AUB,2024-04-23,,True
 AUPH,2024-05-02,,True
@@ -683,8 +683,8 @@ AVA,2024-05-01,,True
 AVAH,2024-03-14,,True
 AVAV,2024-03-04,,True
 AVD,2024-03-11,,True
-AVDX,2024-02-28,,True
-AVIR,2024-02-28,,True
+AVDX,,,True
+AVIR,,,True
 AVNS,2024-05-01,,True
 AVNT,2024-05-01,2024-03-18,True
 AVNW,2024-05-01,,True
@@ -741,13 +741,13 @@ CCRN,2024-05-01,,True
 CCS,2024-04-24,,True
 CCSI,2024-05-09,,True
 CDE,,,True
-CDLX,2024-02-28,,True
+CDLX,,,True
 CDMO,2024-03-11,,True
 CDNA,,,True
 CDRE,2024-03-11,,True
-CDXS,2024-02-28,,True
+CDXS,,,True
 CEIX,2024-04-30,,True
-CELH,2024-02-28,,True
+CELH,,,True
 CELU,2024-03-29,,True
 CENN,,,True
 CENT,2024-05-01,,True
@@ -772,7 +772,7 @@ CIO,,,True
 CISO,,,True
 CIVB,2024-04-26,,True
 CIVI,,,True
-CIX,2024-02-28,,True
+CIX,,,True
 CLAR,2024-03-07,,True
 CLBK,2024-04-24,,True
 CLDT,,,True
@@ -806,8 +806,8 @@ CNSL,2024-03-05,,True
 CNTY,2024-03-08,,True
 CNX,2024-04-25,,True
 CNXN,2024-05-02,,True
-COCO,2024-02-28,,True
-CODI,2024-02-28,,True
+COCO,,,True
+CODI,,,True
 COGT,2024-03-12,,True
 COHU,2024-05-02,,True
 COKE,2024-05-01,,True
@@ -820,9 +820,9 @@ COOP,2024-04-24,,True
 CORT,2024-05-01,,True
 COUR,2024-04-25,,True
 CPE,,,True
-CPF,2024-04-24,2024-02-28,True
+CPF,2024-04-24,,True
 CPK,,2024-03-14,True
-CPRX,2024-02-28,,True
+CPRX,,,True
 CPSI,,,True
 CPSS,2024-03-07,,True
 CPTN,2024-03-12,,True
@@ -835,7 +835,7 @@ CRGY,2024-03-04,,True
 CRK,2024-04-30,,True
 CRMT,2024-03-08,,True
 CRNC,2024-05-07,,True
-CRNX,2024-02-28,,True
+CRNX,,,True
 CROX,2024-04-25,,True
 CRS,2024-04-25,,True
 CRSR,2024-05-08,,True
@@ -843,13 +843,13 @@ CRVL,,,True
 CSGS,2024-05-01,2024-03-14,True
 CSR,2024-04-29,2024-03-27,True
 CSTE,2024-05-08,,True
-CSTL,2024-02-28,,True
+CSTL,,,True
 CSTM,,,True
 CSTR,,,True
 CSV,,,True
 CSWI,,,True
 CTBI,2024-04-17,,True
-CTKB,2024-02-28,,True
+CTKB,,,True
 CTLP,2024-05-02,,True
 CTO,,2024-03-13,True
 CTOS,2024-03-12,,True
@@ -881,7 +881,7 @@ DAWN,,,True
 DBI,2024-03-14,,True
 DBRG,2024-05-01,,True
 DC,,,True
-DCGO,2024-02-28,,True
+DCGO,,,True
 DCO,2024-05-02,,True
 DCOM,2024-04-26,,True
 DCPH,2024-05-01,,True
@@ -897,15 +897,15 @@ DHC,,,True
 DHIL,2024-02-29,,True
 DHT,2024-05-01,,True
 DHX,2024-05-08,,True
-DIBS,2024-02-28,,True
-DIN,2024-02-28,,True
+DIBS,,,True
+DIN,,,True
 DIOD,2024-05-07,,True
 DJCO,2024-05-13,,True
 DK,,2024-02-29,True
 DLTH,2024-03-07,,True
 DLX,2024-05-02,,True
-DM,2024-02-28,,True
-DMRC,2024-02-28,,True
+DM,,,True
+DMRC,,,True
 DNLI,,,True
 DNMR,2024-03-26,,True
 DNOW,2024-05-02,,True
@@ -925,12 +925,12 @@ DSGR,2024-03-07,,True
 DSKE,,,True
 DSP,2024-03-04,,True
 DTC,2024-03-09,,True
-DUOL,2024-02-28,,True
+DUOL,,,True
 DVAX,,,True
 DX,2024-04-22,,True
 DXLG,2024-03-21,,True
 DXPE,2024-04-12,,True
-DY,2024-02-28,,True
+DY,,,True
 DYN,2024-02-29,,True
 DZSI,,,True
 EAF,2024-04-26,,True
@@ -941,10 +941,10 @@ EBF,2024-04-22,,True
 EBS,,,True
 EBTC,2024-04-23,,True
 ECPG,2024-05-01,,True
-ECVT,2024-02-28,,True
-EDIT,2024-02-28,,True
-EE,2024-02-28,,True
-EFC,,2024-02-28,True
+ECVT,,,True
+EDIT,,,True
+EE,,,True
+EFC,,,True
 EFSC,2024-04-22,2024-03-14,True
 EGAN,2024-05-09,,True
 EGBN,2024-04-17,,True
@@ -959,7 +959,7 @@ EIGR,2024-03-14,,True
 ELF,,,True
 ELME,2024-04-25,2024-03-19,True
 EMBC,2024-05-10,,True
-EME,2024-02-28,,True
+EME,,,True
 ENFN,2024-03-12,,True
 RENB,2024-05-10,,True
 ENR,2024-05-06,,True
@@ -995,7 +995,7 @@ EVGO,2024-03-06,,True
 EVH,,,True
 EVLV,2024-02-29,,True
 EVRI,2024-02-29,,True
-EVTC,2024-02-28,,True
+EVTC,,,True
 EWCZ,2024-03-06,,True
 EWTX,,,True
 EXLS,2024-02-29,,True
@@ -1036,12 +1036,12 @@ FGBI,2024-04-24,,True
 FGEN,,,True
 FHI,2024-04-25,,True
 FHTX,2024-03-09,,True
-FIGS,2024-02-28,,True
+FIGS,,,True
 FISI,2024-04-24,2024-03-14,True
 FIX,,,True
 FIZZ,2024-03-07,,True
 FL,2024-03-06,,True
-FLGT,2024-02-28,,True
+FLGT,,,True
 FLIC,2024-04-25,,True
 FLL,2024-03-05,,True
 FLNC,2024-05-11,,True
@@ -1057,7 +1057,7 @@ FNA,,,True
 FNKO,2024-03-07,,True
 FNLC,2024-04-17,,True
 FOA,2024-03-11,,True
-FOLD,2024-02-28,,True
+FOLD,,,True
 FOR,2024-04-18,,True
 FORM,2024-05-01,,True
 FORR,2024-05-02,,True
@@ -1077,13 +1077,13 @@ FSP,,,True
 FSR,,,True
 FSS,,2024-03-14,True
 FTCI,,,True
-FTDR,2024-02-28,,True
+FTDR,,,True
 FUBO,2024-03-01,,True
 FUL,2024-03-27,,True
 FULC,,,True
 FULT,2024-04-16,,True
 FVCB,2024-04-18,,True
-FWRD,2024-02-28,,True
+FWRD,,,True
 FWRG,2024-03-05,,True
 FXLV,2024-03-14,,True
 GABC,2024-04-22,,True
@@ -1099,12 +1099,12 @@ GCO,,,True
 GDEN,2024-02-29,,True
 GDOT,,,True
 GDYN,,,True
-GEF,2024-02-28,,True
+GEF,,,True
 GEO,2024-04-23,,True
-GERN,2024-02-28,,True
+GERN,,,True
 GES,2024-03-12,,True
 GEVO,2024-03-07,,True
-GFF,2024-05-01,2024-02-28,True
+GFF,2024-05-01,,True
 GHC,,,True
 GIC,,,True
 GIII,2024-03-14,,True
@@ -1121,8 +1121,8 @@ GNL,,,True
 GNTY,2024-04-15,,True
 GNW,,,True
 GOEV,2024-03-28,,True
-GOGL,2024-02-28,,True
-GOGO,2024-02-28,,True
+GOGL,,,True
+GOGO,,,True
 GOLF,2024-02-29,,True
 GOOD,,2024-03-20,True
 GOSS,2024-03-15,,True
@@ -1136,11 +1136,11 @@ GRC,2024-04-25,,True
 GREE,,,True
 GRPN,2024-03-14,,True
 GRWG,2024-03-13,,True
-GSAT,2024-02-28,,True
+GSAT,,,True
 GSBC,2024-04-20,,True
 GSHD,2024-04-24,,True
 GT,2024-05-02,,True
-GTLS,2024-02-28,,True
+GTLS,,,True
 GTN,,,True
 GTY,2024-04-24,2024-03-27,True
 GVA,,,True
@@ -1179,7 +1179,7 @@ HLGN,2024-03-25,,True
 HLI,2024-05-07,2024-02-29,True
 HLIO,,,True
 HLIT,2024-05-06,,True
-HLLY,2024-02-28,,True
+HLLY,,,True
 HLMN,,,True
 HLNE,,2024-03-14,True
 HLTH,2024-03-13,,True
@@ -1225,7 +1225,7 @@ IBCP,2024-04-25,,True
 IBEX,2024-05-15,,True
 IBOC,,,True
 IBP,,,True
-IBRX,2024-02-28,,True
+IBRX,,,True
 IBTX,2024-04-22,,True
 ICFI,,,True
 ICHR,2024-05-07,,True
@@ -1244,7 +1244,7 @@ IIIV,2024-05-07,,True
 IIPR,,,True
 ILPT,2024-04-23,,True
 IMAX,,,True
-IMGN,2024-02-28,,True
+IMGN,,,True
 IMKTA,2024-05-02,,True
 IMVT,2024-05-13,,True
 IMXI,,,True
@@ -1254,7 +1254,7 @@ INDB,2024-04-18,,True
 INDI,,,True
 INFN,2024-03-06,,True
 INGN,,,True
-INN,2024-02-28,,True
+INN,,,True
 INNV,2024-05-07,,True
 INO,2024-03-06,,True
 INSE,,,True
@@ -1266,7 +1266,7 @@ INSW,2024-02-29,,True
 INTA,2024-05-06,,True
 INVA,,,True
 INVE,2024-02-29,,True
-IONQ,2024-02-28,,True
+IONQ,,,True
 IOSP,2024-05-01,,True
 IOVA,,,True
 IPAR,,,True
@@ -1289,7 +1289,7 @@ IVT,2024-04-25,,True
 IVVD,,,True
 JACK,2024-05-15,,True
 JANX,2024-03-10,,True
-JBI,2024-02-28,,True
+JBI,,,True
 JBSS,2024-04-30,,True
 JBT,2024-04-23,,True
 JELD,2024-05-06,,True
@@ -1299,7 +1299,7 @@ JOAN,2024-03-21,,True
 JOBY,,,True
 JOE,2024-04-24,,True
 JOUT,2024-05-03,,True
-JRVR,2024-02-28,,True
+JRVR,,,True
 JXN,,,True
 JYNT,2024-03-07,,True
 KAI,2024-04-30,,True
@@ -1319,10 +1319,10 @@ KN,2024-04-25,,True
 KNSA,,,True
 KNSL,2024-04-25,,True
 KNTE,2024-03-13,,True
-KNTK,2024-02-28,,True
+KNTK,,,True
 KOD,2024-03-26,,True
 KODK,2024-03-14,,True
-KOP,2024-02-28,2024-03-07,True
+KOP,,2024-03-07,True
 KORE,2024-03-11,,True
 KOS,,,True
 KPTI,,,True
@@ -1336,7 +1336,7 @@ KRT,2024-03-14,,True
 KRTX,,,True
 KRUS,2024-04-02,,True
 KRYS,,,True
-KTB,2024-02-28,2024-03-07,True
+KTB,,2024-03-07,True
 KTOS,2024-05-01,,True
 KURA,,,True
 KW,,,True
@@ -1360,7 +1360,7 @@ LE,2024-03-14,,True
 LEGH,2024-03-13,,True
 LEU,2024-05-06,,True
 LFCR,2024-03-14,,True
-LFST,2024-02-28,,True
+LFST,,,True
 LGIH,2024-04-30,,True
 LGND,,,True
 LICY,,,True
@@ -1369,7 +1369,7 @@ LILA,,,True
 LIND,,,True
 LIVN,2024-05-01,,True
 LKFN,2024-04-25,,True
-LL,2024-02-28,,True
+LL,,,True
 LLAP,,,True
 LMAT,,,True
 LMND,,,True
@@ -1382,17 +1382,17 @@ LOCO,2024-03-07,,True
 LOVE,2024-03-26,,True
 LPG,,,True
 LPRO,,,True
-LPSN,2024-02-28,,True
+LPSN,,,True
 LQDA,2024-03-14,,True
 LQDT,2024-05-02,,True
 LRN,2024-04-23,,True
 LSEA,2024-02-29,,True
 LTC,2024-04-25,2024-03-20,True
 LTCH,,,True
-LTH,2024-02-28,,True
+LTH,,,True
 LUNG,2024-04-30,,True
 LVLU,2024-03-06,,True
-LWLG,2024-02-28,,True
+LWLG,,,True
 LXFR,,,True
 LXP,2024-05-01,,True
 LXRX,2024-02-29,,True
@@ -1402,13 +1402,13 @@ LZ,,,True
 LZB,,2024-03-04,True
 MAC,2024-05-02,,True
 MAPS,,,True
-MARA,2024-02-28,,True
+MARA,,,True
 MASS,2024-03-05,,True
 MATV,,,True
 MATW,2024-04-25,,True
 MATX,2024-05-02,,True
 MAX,2024-05-02,,True
-MBI,2024-02-28,,True
+MBI,,,True
 MBIN,2024-04-25,2024-03-14,True
 MBUU,2024-05-01,,True
 MBWM,2024-04-16,2024-02-29,True
@@ -1425,7 +1425,7 @@ MD,2024-04-30,,True
 MDC,2024-04-30,,True
 MDGL,,,True
 MDRX,,,True
-MDXG,2024-02-28,,True
+MDXG,,,True
 ME,,,True
 MED,2024-04-29,,True
 MEDP,2024-04-22,,True
@@ -1434,7 +1434,7 @@ MEI,2024-03-07,,True
 METC,2024-03-06,2024-02-29,True
 MFA,,,True
 MGEE,2024-05-02,2024-02-29,True
-MGNI,2024-02-28,,True
+MGNI,,,True
 MGNX,2024-03-13,,True
 MGPI,,,True
 MGRC,2024-05-02,,True
@@ -1442,12 +1442,12 @@ MGTX,2024-03-12,,True
 MGY,2024-05-01,,True
 MHO,2024-04-24,,True
 MIR,2024-05-01,,True
-MIRM,2024-02-28,,True
+MIRM,,,True
 MITK,,,True
 MKFG,2024-03-07,,True
 MKTW,2024-03-25,,True
 ML,2024-03-07,,True
-MLAB,,2024-02-28,True
+MLAB,,,True
 MLI,2024-04-23,,True
 MLKN,2024-03-20,2024-02-29,True
 MLNK,2024-03-05,,True
@@ -1455,7 +1455,7 @@ MLR,2024-03-06,,True
 MLYS,,,True
 MMI,2024-05-03,2024-03-11,True
 MMS,2024-05-01,,True
-MMSI,2024-02-28,,True
+MMSI,,,True
 MNKD,,,True
 MNRO,2024-05-16,2024-03-07,True
 MNTK,2024-03-14,,True
@@ -1471,9 +1471,9 @@ MPAA,,,True
 MPB,2024-04-26,,True
 MPLN,2024-02-29,,True
 MPX,2024-04-24,,True
-MQ,2024-02-28,,True
+MQ,,,True
 MRC,2024-05-06,,True
-MRSN,2024-02-28,,True
+MRSN,,,True
 MRTN,2024-04-16,2024-03-14,True
 MSBI,2024-04-25,,True
 MSEX,,,True
@@ -1499,13 +1499,13 @@ MYE,2024-03-05,,True
 MYFW,2024-04-25,,True
 MYGN,,,True
 MYPS,,,True
-MYRG,2024-02-28,,True
+MYRG,,,True
 NABL,,,True
 NAPA,2024-03-06,,True
-NARI,2024-02-28,,True
+NARI,,,True
 NAT,,,True
 NATR,2024-03-12,,True
-NAUT,2024-02-28,,True
+NAUT,,,True
 NAVI,2024-04-24,2024-02-29,True
 NBHC,2024-04-17,,True
 NBN,2024-04-22,,True
@@ -1540,7 +1540,7 @@ NODK,2024-03-06,,True
 NOG,,2024-03-27,True
 NOTV,2024-05-09,,True
 NOVA,,,True
-NOVT,2024-02-28,,True
+NOVT,,,True
 NPK,2024-05-06,2024-02-29,True
 NPO,2024-04-30,2024-03-05,True
 NR,,,True
@@ -1582,7 +1582,7 @@ OCFC,2024-04-18,,True
 OCGN,,,True
 OCTO,,,True
 OCUL,2024-03-04,,True
-ODP,2024-02-28,,True
+ODP,,,True
 OEC,2024-05-02,,True
 OFG,2024-04-18,2024-03-27,True
 OFIX,2024-03-05,,True
@@ -1613,7 +1613,7 @@ OPRT,2024-03-11,,True
 OPRX,,,True
 OPY,2024-04-26,,True
 ORA,,,True
-ORC,2024-04-25,2024-02-28,True
+ORC,2024-04-25,,True
 ORGN,2024-02-29,,True
 ORGO,2024-02-29,,True
 ORRF,2024-04-23,,True
@@ -1622,7 +1622,7 @@ OSCR,2024-05-07,,True
 OSIS,2024-04-24,,True
 OSPN,2024-03-06,,True
 OSUR,,,True
-OSW,2024-02-28,,True
+OSW,,,True
 OTLK,2024-05-13,,True
 OTTR,2024-04-29,,True
 OUST,2024-03-21,,True
@@ -1634,8 +1634,8 @@ PAHC,2024-05-01,2024-03-05,True
 PAR,,,True
 PARR,,,True
 PATK,2024-04-25,,True
-PAYO,2024-02-28,,True
-PBF,2024-05-03,2024-02-28,True
+PAYO,,,True
+PBF,2024-05-03,,True
 PBFS,2024-05-03,,True
 PBH,2024-05-02,,True
 PBI,2024-05-02,,True
@@ -1646,18 +1646,18 @@ PCT,2024-02-29,,True
 PCVX,,,True
 PCYO,2024-04-10,,True
 PD,2024-03-14,,True
-PDCO,2024-02-28,,True
+PDCO,,,True
 PDFS,2024-05-07,,True
 PDM,2024-04-29,,True
 PEB,,,True
 PEBO,2024-04-23,,True
 PECO,2024-04-30,,True
 PEPG,,,True
-PETQ,2024-02-28,,True
+PETQ,,,True
 PETS,2024-05-20,,True
 PFBC,2024-04-16,,True
 PFC,2024-04-23,,True
-PFIS,2024-04-25,2024-02-28,True
+PFIS,2024-04-25,,True
 PFS,2024-04-25,,True
 PFSI,2024-04-25,,True
 PGC,2024-04-23,,True
@@ -1681,16 +1681,16 @@ PLCE,2024-03-14,,True
 PLL,,,True
 PLMR,2024-05-01,,True
 PLOW,,,True
-PLPC,2024-02-28,,True
+PLPC,,,True
 PLUS,,,True
 PLXS,2024-04-24,,True
 PLYM,,,True
 PMT,2024-04-25,,True
-PMVP,2024-02-28,,True
+PMVP,,,True
 PNM,,,True
-PNTG,2024-02-28,,True
+PNTG,,,True
 POR,2024-04-26,2024-03-21,True
-POWI,2024-05-02,2024-02-28,True
+POWI,2024-05-02,,True
 POWL,2024-04-30,,True
 POWW,,,True
 PPBI,2024-04-25,,True
@@ -1735,7 +1735,7 @@ PZZA,2024-02-29,,True
 QCRH,2024-04-24,,True
 QLYS,2024-05-02,,True
 QNST,2024-05-01,,True
-QRTEA,2024-02-28,,True
+QRTEA,,,True
 QSI,2024-02-29,,True
 QTRX,,,True
 QTWO,2024-05-07,,True
@@ -1749,7 +1749,7 @@ RBCAA,2024-04-18,2024-03-14,True
 RBOT,2024-03-04,,True
 RC,,,True
 RCKT,,,True
-RCKY,2024-02-28,2024-03-01,True
+RCKY,,2024-03-01,True
 RCM,,,True
 RCUS,2024-05-07,,True
 RDFN,,,True
@@ -1780,7 +1780,7 @@ RIOT,2024-02-29,,True
 RKLB,,,True
 RLAY,,,True
 RLGT,2024-05-08,,True
-RLI,2024-04-17,2024-02-28,True
+RLI,2024-04-17,,True
 RLJ,,,True
 RLMD,2024-03-21,,True
 RLYB,,,True
@@ -1788,7 +1788,7 @@ RM,2024-05-01,,True
 RMAX,,,True
 RMBL,2024-03-14,,True
 RMBS,2024-04-29,,True
-RMNI,2024-02-28,,True
+RMNI,,,True
 RMR,2024-04-30,,True
 RNA,,,True
 RNST,2024-04-23,2024-03-14,True
@@ -1808,10 +1808,10 @@ RUSHA,2024-04-23,,True
 RUSHB,,,True
 RVLV,,,True
 RVMD,,,True
-RVNC,2024-02-28,,True
+RVNC,,,True
 RWT,2024-04-25,,True
 RXRX,,,True
-RXST,2024-02-28,,True
+RXST,,,True
 RXT,,,True
 RYAM,,,True
 RYI,,,True
@@ -1832,7 +1832,7 @@ SB,2024-05-08,2024-02-29,True
 SBCF,2024-04-25,2024-03-14,True
 SBGI,,,True
 SBH,2024-05-02,,True
-SBOW,2024-02-28,,True
+SBOW,,,True
 SBRA,,,True
 SBSI,2024-04-23,,True
 SBT,2024-04-29,,True
@@ -1843,8 +1843,8 @@ SCSC,2024-05-07,,True
 SCVL,2024-03-20,,True
 SCWX,2024-03-21,,True
 SD,2024-03-13,,True
-SDGR,2024-02-28,,True
-SEAS,2024-02-28,,True
+SDGR,,,True
+SEAS,,,True
 SEAT,2024-03-05,,True
 SEER,2024-02-29,,True
 SEM,,,True
@@ -1866,15 +1866,15 @@ SHAK,2024-05-02,,True
 SHBI,2024-04-25,,True
 SHCR,2024-03-27,,True
 SHEN,2024-04-26,,True
-SHLS,2024-02-28,,True
+SHLS,,,True
 SHO,,,True
-SHOO,2024-02-28,,True
+SHOO,,,True
 SHYF,,,True
 SIBN,,,True
 SIG,2024-03-20,,True
 SIGA,2024-02-29,,True
 SIGI,2024-05-01,,True
-SILK,2024-02-28,,True
+SILK,,,True
 SITC,2024-04-23,2024-03-13,True
 SITM,2024-05-01,,True
 SJW,,,True
@@ -1909,9 +1909,9 @@ SNDX,,,True
 SNEX,2024-05-01,,True
 SNPO,2024-03-12,,True
 SOI,,,True
-SOND,2024-02-28,,True
+SOND,,,True
 SONO,2024-05-08,,True
-SOVO,2024-02-28,,True
+SOVO,,,True
 SP,,,True
 SPCE,,,True
 SPFI,2024-04-25,,True
@@ -1925,27 +1925,27 @@ SPTN,,,True
 SPWH,2024-04-10,,True
 SPWR,2024-05-01,,True
 SPXC,,,True
-SQSP,2024-02-28,,True
+SQSP,,,True
 SR,2024-05-01,2024-03-08,True
 SRCE,2024-04-18,,True
 SRDX,2024-04-24,,True
-SRI,2024-02-28,,True
+SRI,,,True
 SSB,2024-04-25,,True
 SSD,2024-04-22,2024-04-03,True
 SSP,,,True
 SSTI,,,True
-SSTK,2024-04-23,2024-02-28,True
+SSTK,2024-04-23,,True
 STAA,,,True
-STAG,2024-04-24,2024-02-28,True
+STAG,2024-04-24,,True
 STBA,2024-04-18,,True
 STC,2024-04-24,,True
 STEL,2024-04-26,,True
-STEM,2024-02-28,,True
-STEP,,2024-02-28,True
+STEM,,,True
+STEP,,,True
 STER,2024-03-06,,True
 STGW,,,True
 STHO,,,True
-STKL,2024-02-28,,True
+STKL,,,True
 STKS,2024-03-07,,True
 STNE,2024-03-12,,True
 STNG,2024-04-30,2024-03-07,True
@@ -1958,20 +1958,20 @@ STRO,2024-03-28,,True
 STRS,2024-03-29,,True
 SUM,2024-05-01,,True
 SUPN,,,True
-SVC,2024-02-28,,True
+SVC,,,True
 SWAV,2024-05-06,,True
 SWBI,2024-03-07,,True
 SWI,2024-04-25,,True
 SWIM,2024-03-12,,True
 SWKH,2024-04-01,,True
 SWTX,,,True
-SWX,2024-02-28,,True
+SWX,,,True
 SXC,2024-05-02,,True
 SXI,2024-05-02,,True
 SXT,2024-04-26,,True
 SYBT,2024-04-24,2024-03-15,True
 SYNA,2024-05-01,,True
-TALO,2024-02-28,,True
+TALO,,,True
 TARS,,,True
 TBBK,2024-04-25,,True
 TBI,2024-04-22,,True
@@ -2017,15 +2017,15 @@ TMDX,,,True
 TMHC,2024-04-24,,True
 TMP,2024-04-26,,True
 TMST,,,True
-TNC,,2024-02-28,True
+TNC,,,True
 TNET,2024-04-24,2024-03-28,True
 TNGX,2024-03-25,,True
 TNK,,,True
 TNYA,,,True
 TOI,2024-03-07,,True
 TOWN,2024-04-25,,True
-TPB,2024-02-28,,True
-TPC,2024-02-28,,True
+TPB,,,True
+TPC,,,True
 TPH,2024-04-25,,True
 TPIC,,,True
 TR,2024-04-23,,True
@@ -2049,9 +2049,9 @@ TTGT,2024-05-07,,True
 TTI,,,True
 TTMI,2024-05-01,,True
 TTSH,2024-02-29,,True
-TUP,2024-02-28,,True
+TUP,,,True
 TVTX,2024-05-02,,True
-TWI,2024-02-28,,True
+TWI,,,True
 TWO,2024-04-29,,True
 TWOU,2024-04-24,,True
 TWST,2024-05-03,,True
@@ -2073,7 +2073,7 @@ UIS,2024-04-30,,True
 ULCC,2024-05-01,,True
 ULH,2024-04-25,2024-03-01,True
 UMBF,2024-04-23,2024-03-08,True
-UMH,2024-02-28,,True
+UMH,,,True
 UNF,2024-03-27,2024-03-07,True
 UNFI,2024-03-06,,True
 UNIT,2024-02-29,,True
@@ -2089,7 +2089,7 @@ USCB,,,True
 USLM,2024-05-01,,True
 USM,2024-05-02,,True
 USNA,2024-04-23,,True
-USPH,2024-02-28,,True
+USPH,,,True
 UTI,2024-05-07,,True
 UTL,2024-04-30,,True
 UTMD,2024-04-23,2024-03-14,True
@@ -2104,7 +2104,7 @@ VBIV,2024-03-11,,True
 VBTX,2024-04-23,,True
 VC,2024-04-25,,True
 VCEL,2024-02-29,,True
-VCSA,2024-02-28,,True
+VCSA,,,True
 VCTR,2024-05-02,2024-03-08,True
 VCYT,,,True
 VECO,2024-05-06,,True
@@ -2115,7 +2115,7 @@ VERU,2024-05-09,,True
 VERV,,,True
 VGR,2024-05-06,2024-03-01,True
 VHI,2024-03-07,,True
-VIA,2024-02-28,,True
+VIA,,,True
 VIAV,2024-04-30,,True
 VICR,,,True
 VIEW,2024-03-27,,True
@@ -2132,17 +2132,17 @@ VRE,,,True
 VREX,2024-04-30,,True
 VRNS,2024-04-29,,True
 VRNT,2024-03-27,,True
-VRRM,2024-02-28,,True
+VRRM,,,True
 VRTS,2024-04-26,,True
 VSEC,2024-03-06,,True
 VSH,2024-05-08,2024-03-13,True
 VSTO,2024-05-01,,True
 VTGN,,,True
 VTLE,,,True
-VTNR,2024-02-28,,True
+VTNR,,,True
 VTOL,2024-03-06,,True
 VTYX,2024-03-25,,True
-VUZI,2024-02-28,,True
+VUZI,,,True
 VVI,2024-05-02,,True
 VVX,2024-03-05,,True
 VWE,,,True
@@ -2159,20 +2159,20 @@ WEYS,2024-03-05,,True
 WFRD,2024-04-23,,True
 WGO,2024-03-20,,True
 WGS,2024-05-07,,True
-WHD,2024-02-28,,True
+WHD,,,True
 WINA,2024-04-17,,True
 WING,2024-05-01,,True
 WIRE,2024-04-23,2024-04-04,True
 WISH,,,True
 WK,2024-04-30,,True
-WKHS,2024-02-28,,True
+WKHS,,,True
 WLDN,2024-03-07,,True
 WLY,2024-03-07,,True
 WMK,,,True
 WNC,2024-04-24,2024-04-03,True
 WOR,2024-03-20,2024-03-14,True
 WOW,,,True
-WRBY,2024-02-28,,True
+WRBY,,,True
 WRLD,2024-05-02,,True
 WSBC,2024-04-22,,True
 WSBF,2024-04-23,,True
@@ -2184,7 +2184,7 @@ WTI,2024-03-05,,True
 WTS,2024-05-01,2024-02-29,True
 WTTR,2024-04-30,,True
 WULF,,,True
-WW,2024-02-28,,True
+WW,,,True
 WWW,2024-05-08,2024-03-28,True
 XERS,2024-03-06,,True
 XHR,,,True
@@ -2200,17 +2200,17 @@ XXII,2024-03-07,,True
 YELP,2024-05-02,,True
 YEXT,2024-03-05,,True
 YMAB,2024-02-29,,True
-YORW,2024-03-05,2024-02-28,True
-YOU,2024-02-28,,True
+YORW,2024-03-05,,True
+YOU,,,True
 ZD,,,True
 ZETA,,,True
 ZEUS,,,True
 ZGN,,,True
 ZIMV,,,True
 ZIP,,,True
-ZNTL,2024-02-28,,True
+ZNTL,,,True
 ZUMZ,2024-03-07,,True
-ZUO,2024-02-28,,True
+ZUO,,,True
 ZWS,2024-04-23,,True
 ZYXI,2024-03-04,,True
 DAY,,,True
@@ -2238,7 +2238,7 @@ RR.L,,,True
 PUB.PA,,,True
 DTG.F,2024-03-01,2024-05-16,True
 OMV.VI,2024-04-30,2024-06-05,True
-EDPR.LS,2024-02-28,,True
+EDPR.LS,,,True
 EVO.ST,2024-04-24,,True
 ATE.PA,,,True
 INCH.L,2024-03-05,,True
@@ -2265,7 +2265,7 @@ LGEN.L,2024-03-06,,True
 BMW.DE,2024-03-21,2024-05-16,True
 HUSQ-B.ST,2024-04-24,2024-04-19,True
 IHG.L,,2024-04-04,True
-RED.MC,2024-02-28,,True
+RED.MC,,,True
 COV.PA,,2024-04-19,True
 BESI.AS,,,True
 BALN.SW,2024-03-26,,True
@@ -2294,7 +2294,7 @@ SAFE.L,,2024-03-07,True
 BPE.MI,2024-05-08,2024-05-20,True
 GFTU.L,2024-03-07,,True
 SPSN.SW,,2024-03-26,True
-AENA.MC,2024-02-28,,True
+AENA.MC,,,True
 DIE.BR,2024-03-05,,True
 TELIA.ST,2024-04-25,2024-04-11,True
 ENX.PA,2024-05-14,,True
@@ -2349,7 +2349,7 @@ MC.PA,,2024-04-23,True
 KRX.IR,,2024-04-11,True
 OR.PA,,2024-04-26,True
 SK3.IR,,2024-04-11,True
-AMS.MC,2024-02-28,,True
+AMS.MC,,,True
 SFSN.SW,2024-03-07,,True
 NTGY.MC,,,True
 CLNX.MC,2024-02-29,,True
@@ -2371,7 +2371,7 @@ ARGX.BR,2024-02-29,,True
 SGSN.SW,,,True
 BBOX.L,2024-03-01,,True
 WIE.VI,2024-05-16,,True
-G24.F,2024-02-28,2024-06-06,True
+G24.F,,2024-06-06,True
 TATE.L,,,True
 STLA,,2024-04-22,True
 SDZ.SW,,,True
@@ -2419,9 +2419,9 @@ TPK.L,2024-03-05,,True
 BN.PA,,,True
 SAP.DE,2024-04-22,2024-05-16,True
 ORSTED.CO,2024-05-02,,True
-ELE.MC,2024-02-28,,True
+ELE.MC,,,True
 LUND-B.ST,,,True
-STJ.L,2024-02-28,,True
+STJ.L,,,True
 BNR.DE,2024-03-07,2024-05-24,True
 CAST.ST,2024-05-03,,True
 CDR.WA,2024-03-28,,True
@@ -2433,7 +2433,7 @@ PSPN.SW,,,True
 SW.PA,2024-04-19,,True
 UBSG.SW,2024-05-07,2024-04-30,True
 KNEBV.HE,2024-04-24,,True
-UCB.BR,2024-02-28,,True
+UCB.BR,,,True
 EDEN.PA,,,True
 ANA.MC,2024-02-29,,True
 PRU.L,2024-03-20,,True
@@ -2450,7 +2450,7 @@ DTE.DE,,2024-04-11,True
 AKZA.AS,2024-04-22,2024-04-29,True
 LAND.L,2024-05-14,,True
 HM-B.ST,2024-03-28,2024-05-06,True
-MF.PA,2024-02-28,,True
+MF.PA,,,True
 PAH3.DE,2024-03-21,2024-06-12,True
 TEG.DE,2024-03-12,,True
 IP.MI,2024-05-15,,True
@@ -2477,9 +2477,9 @@ INPST.AS,2024-03-28,,True
 NZYM-B.CO,2024-04-24,,True
 GLEN.L,,,True
 IG.MI,2024-03-07,,True
-DLN.L,2024-02-28,,True
-AGS.BR,2024-02-28,,True
-FNTN.DE,2024-02-28,2024-05-09,True
+DLN.L,,,True
+AGS.BR,,,True
+FNTN.DE,,2024-05-09,True
 PKN.WA,,,True
 BC.MI,2024-03-14,,True
 CCH.L,,,True
@@ -2488,7 +2488,7 @@ FME.DE,2024-05-07,2024-05-17,True
 MRK.DE,2024-03-07,2024-04-29,True
 INW.MI,2024-03-07,,True
 IDS.L,2024-05-16,,True
-HOLN.SW,2024-02-28,,True
+HOLN.SW,,,True
 DIA.MI,2024-03-15,,True
 SMIN.L,2024-03-26,,True
 ML.PA,,,True
@@ -2517,7 +2517,7 @@ BP.L,2024-05-07,,True
 ASM.AS,,,True
 ORK.OL,2024-05-03,,True
 SOF.BR,2024-03-15,,True
-WLN.PA,2024-02-28,,True
+WLN.PA,,,True
 MNDI.L,,,True
 RMS.PA,,,True
 G.MI,2024-03-12,,True
@@ -2551,12 +2551,12 @@ LXI.L,,,True
 ROR.L,2024-03-05,,True
 GLE.PA,2024-05-03,2024-05-27,True
 ABI.BR,2024-02-29,,True
-TW.L,2024-02-28,,True
+TW.L,,,True
 SECU-B.ST,2024-05-08,2024-05-10,True
 COL.MC,2024-02-29,,True
 WISE.L,,,True
 AAL.L,,,True
-FGR.PA,2024-02-28,,True
+FGR.PA,,,True
 SCR.PA,2024-03-06,,True
 KINV-B.ST,2024-04-18,,True
 STERV.HE,2024-04-25,2024-03-21,True
@@ -2564,7 +2564,7 @@ BEI.DE,2024-02-29,2024-04-19,True
 GSK.L,2024-05-01,,True
 ZEAL.CO,,,True
 IPN.PA,,,True
-MONC.MI,2024-02-28,,True
+MONC.MI,,,True
 DRX.L,2024-02-29,,True
 MT.AS,2024-05-02,,True
 ADYEN.AS,,,True
@@ -2592,10 +2592,10 @@ HNR1.DE,2024-03-18,2024-05-07,True
 PZU.WA,2024-03-21,,True
 INVP.L,,,True
 EDP.LS,2024-02-29,,True
-PST.MI,2024-02-28,,True
+PST.MI,,,True
 HL.L,,,True
 ALFA.ST,2024-04-25,,True
-ALLN.SW,2024-02-28,,True
+ALLN.SW,,,True
 YAR.OL,2024-04-26,2024-05-29,True
 FPE3.DE,2024-03-12,,True
 REY.MI,2024-03-13,,True
@@ -2610,7 +2610,7 @@ HEXA-B.ST,2024-04-26,2024-04-30,True
 BYG.L,2024-05-20,,True
 RAA.DE,2024-03-27,2024-05-09,True
 ENEL.MI,2024-03-21,,True
-RKT.L,2024-02-28,,True
+RKT.L,,,True
 RXL.PA,,2024-05-15,True
 PNDORA.CO,2024-05-02,2024-03-15,True
 DKSH.SW,,2024-03-28,True
@@ -2647,7 +2647,7 @@ SAN.MC,2024-04-30,2024-04-29,True
 EKTA-B.ST,,,True
 RHM.DE,2024-03-14,2024-05-15,True
 KCR.HE,2024-04-25,2024-03-28,True
-GL9.IR,2024-02-28,,True
+GL9.IR,,,True
 PUM.F,,2024-05-23,True
 TRN.MI,2024-03-19,,True
 BRBY.L,2024-05-15,,True
@@ -2781,7 +2781,7 @@ G1A.DE,2024-03-07,,True
 NOVO-B.CO,2024-05-02,2024-03-22,True
 KGF.L,2024-03-25,,True
 LATO-B.ST,2024-04-26,,True
-RBREW.CO,2024-02-28,,True
+RBREW.CO,,,True
 GEBN.SW,2024-03-13,,True
 SN.L,,,True
 AD.AS,2024-05-08,2024-04-12,True
@@ -2812,7 +2812,7 @@ BVIC.L,2024-05-15,,True
 SDR.L,2024-02-29,,True
 AZE.BR,2024-03-07,,True
 AAK.ST,2024-04-25,2024-05-10,True
-SYDB.CO,2024-02-28,,True
+SYDB.CO,,,True
 SHL.F,2024-05-07,2024-04-19,True
 RIO.L,,,True
 EPI-A.ST,2024-04-23,2024-05-15,True
diff --git a/notebooks/10k.ipynb b/notebooks/10k.ipynb
index 9793e772..f59146dc 100644
--- a/notebooks/10k.ipynb
+++ b/notebooks/10k.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -31,2169 +31,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 62,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 1/1 [00:01<00:00,  1.05s/it]\n",
-      "  0%|          | 0/503 [00:00<?, ?it/s]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000900075/000104746997001831/Financial_Report.xlsx for CPRT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000900075/000091205796023870/Financial_Report.xlsx for CPRT\n",
-      "  if response.status_code != 200:\n",
-      "  0%|          | 1/503 [00:03<31:07,  3.72s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101829/000010182999000003/Financial_Report.xlsx for RTX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101829/000010182995000012/Financial_Report.xlsx for RTX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101829/000010182998000007/Financial_Report.xlsx for RTX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101829/000010182996000008/Financial_Report.xlsx for RTX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101829/000010182997000004/Financial_Report.xlsx for RTX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101829/000010182994000019/Financial_Report.xlsx for RTX\n",
-      "  if response.status_code != 200:\n",
-      "  0%|          | 2/503 [00:12<57:24,  6.88s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764478/000091205797018902/Financial_Report.xlsx for BBY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764478/000104746998022027/Financial_Report.xlsx for BBY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764478/000091205794001820/Financial_Report.xlsx for BBY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764478/000104746999022429/Financial_Report.xlsx for BBY\n",
-      "  if response.status_code != 200:\n",
-      "  1%|          | 3/503 [00:20<1:01:27,  7.38s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320335/000093176399000710/Financial_Report.xlsx for GL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320335/000095010997002410/Financial_Report.xlsx for GL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320335/000093176398000750/Financial_Report.xlsx for GL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320335/000095010995000857/Financial_Report.xlsx for GL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320335/000095010994000538/Financial_Report.xlsx for GL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320335/000093176396000091/Financial_Report.xlsx for GL\n",
-      "  if response.status_code != 200:\n",
-      "  1%|          | 4/503 [00:30<1:08:52,  8.28s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000318154/000031815497000005/Financial_Report.xlsx for AMGN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000318154/000089843099000950/Financial_Report.xlsx for AMGN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000318154/000031815495000008/Financial_Report.xlsx for AMGN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000318154/000031815498000003/Financial_Report.xlsx for AMGN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000318154/000031815496000002/Financial_Report.xlsx for AMGN\n",
-      "  if response.status_code != 200:\n",
-      "  1%|          | 5/503 [00:39<1:10:27,  8.49s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027419/000095013194000539/Financial_Report.xlsx for TGT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027419/000104746999014435/Financial_Report.xlsx for TGT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027419/000104746998015191/Financial_Report.xlsx for TGT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027419/000095013195000955/Financial_Report.xlsx for TGT\n",
-      "  if response.status_code != 200:\n",
-      "  1%|          | 6/503 [00:46<1:07:05,  8.10s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827054/000095014798000419/Financial_Report.xlsx for MCHP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827054/000095014797000358/Financial_Report.xlsx for MCHP\n",
-      "  if response.status_code != 200:\n",
-      "  1%|▏         | 7/503 [00:51<56:52,  6.88s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000796343/000091205797006476/Financial_Report.xlsx for ADBE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000796343/000104746998006671/Financial_Report.xlsx for ADBE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000796343/000091205795000843/Financial_Report.xlsx for ADBE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000796343/000104746999006452/Financial_Report.xlsx for ADBE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000796343/000091205796002896/Financial_Report.xlsx for ADBE\n",
-      "  if response.status_code != 200:\n",
-      "  2%|▏         | 8/503 [00:58<59:07,  7.17s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000879169/000095000898000156/Financial_Report.xlsx for INCY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000879169/000087916999000005/Financial_Report.xlsx for INCY\n",
-      "  if response.status_code != 200:\n",
-      "  2%|▏         | 10/503 [01:12<56:12,  6.84s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049071/000095013197002198/Financial_Report.xlsx for HUM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049071/000095012394000626/Financial_Report.xlsx for HUM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049071/000095013198002266/Financial_Report.xlsx for HUM\n",
-      "  if response.status_code != 200:\n",
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-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000109198/000010919894000003/Financial_Report.xlsx for TJX\n",
-      "  if response.status_code != 200:\n",
-      "  3%|▎         | 14/503 [01:37<50:40,  6.22s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001048286/000092838598000395/Financial_Report.xlsx for MAR\n",
-      "  if response.status_code != 200:\n",
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-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091440/000091205795001725/Financial_Report.xlsx for SNA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091440/000089706996000068/Financial_Report.xlsx for SNA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091440/000089706997000146/Financial_Report.xlsx for SNA\n",
-      "  if response.status_code != 200:\n",
-      "  4%|▎         | 18/503 [02:09<1:00:20,  7.47s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000702165/000070216594000008/Financial_Report.xlsx for NSC\n",
-      "  if response.status_code != 200:\n",
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-      "  if response.status_code != 200:\n",
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-      "  if response.status_code != 200:\n",
-      "  5%|▍         | 23/503 [02:42<55:22,  6.92s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000814547/000095000597001019/Financial_Report.xlsx for FICO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000814547/000095000595000341/Financial_Report.xlsx for FICO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000814547/000095000599001105/Financial_Report.xlsx for FICO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000814547/000095000598000994/Financial_Report.xlsx for FICO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000814547/000095000596001002/Financial_Report.xlsx for FICO\n",
-      "  if response.status_code != 200:\n",
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-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006281/000095013598000301/Financial_Report.xlsx for ADI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006281/000095013595000029/Financial_Report.xlsx for ADI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006281/000095013599000361/Financial_Report.xlsx for ADI\n",
-      "  if response.status_code != 200:\n",
-      "  5%|▍         | 25/503 [02:56<56:07,  7.04s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014693/000001469396000005/Financial_Report.xlsx for BF-B\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014693/000095013197004522/Financial_Report.xlsx for BF-B\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014693/000095013194001189/Financial_Report.xlsx for BF-B\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014693/000001469399000017/Financial_Report.xlsx for BF-B\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014693/000095013195001905/Financial_Report.xlsx for BF-B\n",
-      "  if response.status_code != 200:\n",
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-      "  if response.status_code != 200:\n",
-      "  5%|▌         | 27/503 [03:11<57:25,  7.24s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000927628/000092838598000498/Financial_Report.xlsx for COF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000927628/000095013397001012/Financial_Report.xlsx for COF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000927628/000092838599000952/Financial_Report.xlsx for COF\n",
-      "  if response.status_code != 200:\n",
-      "  6%|▌         | 28/503 [03:20<59:56,  7.57s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000713676/000095012899000612/Financial_Report.xlsx for PNC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000713676/000095012897000649/Financial_Report.xlsx for PNC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000713676/000095012895000076/Financial_Report.xlsx for PNC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000713676/000095012896000238/Financial_Report.xlsx for PNC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000713676/000095012894000054/Financial_Report.xlsx for PNC\n",
-      "  if response.status_code != 200:\n",
-      "  6%|▌         | 30/503 [03:37<1:04:25,  8.17s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000927653/000092962497000781/Financial_Report.xlsx for MCK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000927653/000089843096002749/Financial_Report.xlsx for MCK\n",
-      "  if response.status_code != 200:\n",
-      "  6%|▌         | 31/503 [03:45<1:03:36,  8.09s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000720005/000072000597000015/Financial_Report.xlsx for RJF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000720005/000072000599000025/Financial_Report.xlsx for RJF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000720005/000101684396000139/Financial_Report.xlsx for RJF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000720005/000072000595000018/Financial_Report.xlsx for RJF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000720005/000072000598000022/Financial_Report.xlsx for RJF\n",
-      "  if response.status_code != 200:\n",
-      "  6%|▋         | 32/503 [03:53<1:04:05,  8.17s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000319201/000089161899004364/Financial_Report.xlsx for KLAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000319201/000089161895000564/Financial_Report.xlsx for KLAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000319201/000089161898004336/Financial_Report.xlsx for KLAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000319201/000089161894000204/Financial_Report.xlsx for KLAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000319201/000089161897003921/Financial_Report.xlsx for KLAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000319201/000089161896002153/Financial_Report.xlsx for KLAC\n",
-      "  if response.status_code != 200:\n",
-      "  7%|▋         | 33/503 [04:02<1:04:12,  8.20s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000915912/000095013399001129/Financial_Report.xlsx for AVB\n",
-      "  if response.status_code != 200:\n",
-      "  7%|▋         | 35/503 [04:14<53:37,  6.87s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000084839/000091205795001795/Financial_Report.xlsx for ROL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000084839/000095016894000091/Financial_Report.xlsx for ROL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000084839/000104746998011462/Financial_Report.xlsx for ROL\n",
-      "  if response.status_code != 200:\n",
-      "  7%|▋         | 36/503 [04:21<55:07,  7.08s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000707549/000091205795008038/Financial_Report.xlsx for LRCX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000707549/000091205796020899/Financial_Report.xlsx for LRCX\n",
-      "  if response.status_code != 200:\n",
-      "  7%|▋         | 37/503 [04:26<50:02,  6.44s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000866787/000086678798000022/Financial_Report.xlsx for AZO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000866787/000095014496008757/Financial_Report.xlsx for AZO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000866787/000086678797000010/Financial_Report.xlsx for AZO\n",
-      "  if response.status_code != 200:\n",
-      "  8%|▊         | 38/503 [04:33<50:48,  6.56s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006201/000095013494000325/Financial_Report.xlsx for AAL\n",
-      "  if response.status_code != 200:\n",
-      "  8%|▊         | 40/503 [04:46<49:55,  6.47s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000822416/000088969798000110/Financial_Report.xlsx for PHM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000822416/000088969799000038/Financial_Report.xlsx for PHM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000822416/000095000997000127/Financial_Report.xlsx for PHM\n",
-      "  if response.status_code != 200:\n",
-      "  8%|▊         | 41/503 [04:54<52:07,  6.77s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072971/000007297194000003/Financial_Report.xlsx for WFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072971/000104596998000259/Financial_Report.xlsx for WFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072971/000095013196000962/Financial_Report.xlsx for WFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072971/000095010997001905/Financial_Report.xlsx for WFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072971/000095013195000611/Financial_Report.xlsx for WFC\n",
-      "  if response.status_code != 200:\n",
-      "  8%|▊         | 42/503 [05:03<56:42,  7.38s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106535/000010653599000007/Financial_Report.xlsx for WY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106535/000010653595000002/Financial_Report.xlsx for WY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106535/000010653598000004/Financial_Report.xlsx for WY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106535/000010653597000007/Financial_Report.xlsx for WY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106535/000010653596000008/Financial_Report.xlsx for WY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106535/000010653594000003/Financial_Report.xlsx for WY\n",
-      "  if response.status_code != 200:\n",
-      "  9%|▊         | 43/503 [05:13<1:03:31,  8.29s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001035443/000104746998013095/Financial_Report.xlsx for ARE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001035443/000104746999009615/Financial_Report.xlsx for ARE\n",
-      "  if response.status_code != 200:\n",
-      "  9%|▉         | 45/503 [05:25<54:06,  7.09s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000103379/000089322099000395/Financial_Report.xlsx for VFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000103379/000089322097000612/Financial_Report.xlsx for VFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000103379/000089322094000173/Financial_Report.xlsx for VFC\n",
-      "  if response.status_code != 200:\n",
-      " 10%|▉         | 48/503 [05:48<55:41,  7.34s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000065984/000006598497000020/Financial_Report.xlsx for ETR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000065984/000006598496000046/Financial_Report.xlsx for ETR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000065984/000006598498000014/Financial_Report.xlsx for ETR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000065984/000006598499000060/Financial_Report.xlsx for ETR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000065984/000006598495000008/Financial_Report.xlsx for ETR\n",
-      "  if response.status_code != 200:\n",
-      " 10%|▉         | 50/503 [06:06<59:50,  7.93s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000019617/000095012397002412/Financial_Report.xlsx for JPM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000019617/000095012394000607/Financial_Report.xlsx for JPM\n",
-      "  if response.status_code != 200:\n",
-      " 10%|█         | 51/503 [06:17<1:06:41,  8.85s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001048695/000089102099002156/Financial_Report.xlsx for FFIV\n",
-      "  if response.status_code != 200:\n",
-      " 10%|█         | 52/503 [06:23<1:00:52,  8.10s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000062709/000091205795001755/Financial_Report.xlsx for MMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000062709/000100547797000915/Financial_Report.xlsx for MMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000062709/000104746999012741/Financial_Report.xlsx for MMC\n",
-      "  if response.status_code != 200:\n",
-      " 11%|█         | 53/503 [06:31<59:53,  7.99s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000947484/000100547799001495/Financial_Report.xlsx for ACGL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000947484/000089016397000059/Financial_Report.xlsx for ACGL\n",
-      "  if response.status_code != 200:\n",
-      " 11%|█         | 54/503 [06:40<1:03:44,  8.52s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001051470/000095013099001474/Financial_Report.xlsx for CCI\n",
-      "  if response.status_code != 200:\n",
-      " 11%|█         | 55/503 [06:48<1:01:03,  8.18s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000829224/000089102099002151/Financial_Report.xlsx for SBUX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000829224/000088755796000023/Financial_Report.xlsx for SBUX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000829224/000089102097001606/Financial_Report.xlsx for SBUX\n",
-      "  if response.status_code != 200:\n",
-      " 12%|█▏        | 59/503 [07:12<49:35,  6.70s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040987/000095014494000672/Financial_Report.xlsx for GPC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040987/000095014499002489/Financial_Report.xlsx for GPC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040987/000095014496001008/Financial_Report.xlsx for GPC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040987/000095014495000710/Financial_Report.xlsx for GPC\n",
-      "  if response.status_code != 200:\n",
-      " 12%|█▏        | 60/503 [07:21<53:17,  7.22s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000009389/000000938996000002/Financial_Report.xlsx for BALL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000009389/000000938998000005/Financial_Report.xlsx for BALL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000009389/000000938997000006/Financial_Report.xlsx for BALL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000009389/000000938994000005/Financial_Report.xlsx for BALL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000009389/000000938999000005/Financial_Report.xlsx for BALL\n",
-      "  if response.status_code != 200:\n",
-      " 12%|█▏        | 61/503 [07:30<57:29,  7.81s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000354190/000095013199001752/Financial_Report.xlsx for AJG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000354190/000095013197001973/Financial_Report.xlsx for AJG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000354190/000095013196000860/Financial_Report.xlsx for AJG\n",
-      "  if response.status_code != 200:\n",
-      " 13%|█▎        | 64/503 [07:53<56:49,  7.77s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000016918/000089183994000041/Financial_Report.xlsx for STZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000016918/000001691898000001/Financial_Report.xlsx for STZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000016918/000089183995000038/Financial_Report.xlsx for STZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000016918/000001691899000008/Financial_Report.xlsx for STZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000016918/000001691897000006/Financial_Report.xlsx for STZ\n",
-      "  if response.status_code != 200:\n",
-      " 13%|█▎        | 65/503 [08:01<55:37,  7.62s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320187/000032018799000010/Financial_Report.xlsx for NKE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320187/000091205797029601/Financial_Report.xlsx for NKE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320187/000032018796000014/Financial_Report.xlsx for NKE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320187/000032018795000013/Financial_Report.xlsx for NKE\n",
-      "  if response.status_code != 200:\n",
-      " 13%|█▎        | 66/503 [08:08<55:11,  7.58s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000001800/000091205794000771/Financial_Report.xlsx for ABT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000001800/000104746998009108/Financial_Report.xlsx for ABT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000001800/000104746999008952/Financial_Report.xlsx for ABT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000001800/000091205795001314/Financial_Report.xlsx for ABT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000001800/000091205797008391/Financial_Report.xlsx for ABT\n",
-      "  if response.status_code != 200:\n",
-      " 14%|█▎        | 68/503 [08:22<52:58,  7.31s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012208/000001220899000001/Financial_Report.xlsx for BIO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012208/000001220898000001/Financial_Report.xlsx for BIO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012208/000001220897000003/Financial_Report.xlsx for BIO\n",
-      "  if response.status_code != 200:\n",
-      " 14%|█▎        | 69/503 [08:46<1:27:26, 12.09s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051253/000095011099000422/Financial_Report.xlsx for IFF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051253/000095011097000547/Financial_Report.xlsx for IFF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051253/000095011096000305/Financial_Report.xlsx for IFF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051253/000095011095000190/Financial_Report.xlsx for IFF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051253/000095011098000370/Financial_Report.xlsx for IFF\n",
-      "  if response.status_code != 200:\n",
-      " 15%|█▍        | 73/503 [09:12<55:02,  7.68s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000936468/000095010997002222/Financial_Report.xlsx for LMT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000936468/000092838599000878/Financial_Report.xlsx for LMT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000936468/000095010998001869/Financial_Report.xlsx for LMT\n",
-      "  if response.status_code != 200:\n",
-      " 15%|█▍        | 74/503 [09:20<54:54,  7.68s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000732712/000095010998002102/Financial_Report.xlsx for VZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000732712/000095010994000587/Financial_Report.xlsx for VZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000732712/000095010995001028/Financial_Report.xlsx for VZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000732712/000095010999001134/Financial_Report.xlsx for VZ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000732712/000095010997002420/Financial_Report.xlsx for VZ\n",
-      "  if response.status_code != 200:\n",
-      " 15%|█▍        | 75/503 [09:29<57:19,  8.04s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000818479/000081847999000003/Financial_Report.xlsx for XRAY\n",
-      "  if response.status_code != 200:\n",
-      " 15%|█▌        | 76/503 [09:33<49:55,  7.02s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040704/000004070494000020/Financial_Report.xlsx for GIS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040704/000004070495000016/Financial_Report.xlsx for GIS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040704/000091205796018678/Financial_Report.xlsx for GIS\n",
-      "  if response.status_code != 200:\n",
-      " 16%|█▌        | 80/503 [10:01<47:53,  6.79s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033213/000003321397000004/Financial_Report.xlsx for EQT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033213/000003321399000003/Financial_Report.xlsx for EQT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033213/000003321398000006/Financial_Report.xlsx for EQT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033213/000003321396000004/Financial_Report.xlsx for EQT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033213/000003321395000002/Financial_Report.xlsx for EQT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033213/000003321394000007/Financial_Report.xlsx for EQT\n",
-      "  if response.status_code != 200:\n",
-      " 16%|█▌        | 81/503 [10:10<53:35,  7.62s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001047862/000002363298000024/Financial_Report.xlsx for ED\n",
-      "  if response.status_code != 200:\n",
-      " 16%|█▋        | 82/503 [10:18<52:46,  7.52s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100493/000010049394000026/Financial_Report.xlsx for TSN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100493/000010049398000013/Financial_Report.xlsx for TSN\n",
-      "  if response.status_code != 200:\n",
-      " 17%|█▋        | 83/503 [10:24<51:10,  7.31s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000068505/000095013199001635/Financial_Report.xlsx for MSI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000068505/000095013198001863/Financial_Report.xlsx for MSI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000068505/000091205794001081/Financial_Report.xlsx for MSI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000068505/000095013197002031/Financial_Report.xlsx for MSI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000068505/000091205796004991/Financial_Report.xlsx for MSI\n",
-      "  if response.status_code != 200:\n",
-      " 17%|█▋        | 84/503 [10:31<50:15,  7.20s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000104169/000010416999000002/Financial_Report.xlsx for WMT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000104169/000010416997000003/Financial_Report.xlsx for WMT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000104169/000010416996000002/Financial_Report.xlsx for WMT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000104169/000010416995000004/Financial_Report.xlsx for WMT\n",
-      "  if response.status_code != 200:\n",
-      " 17%|█▋        | 85/503 [10:37<47:28,  6.81s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906345/000095012998000482/Financial_Report.xlsx for CPT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906345/000090634597000050/Financial_Report.xlsx for CPT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906345/000090634599000011/Financial_Report.xlsx for CPT\n",
-      "  if response.status_code != 200:\n",
-      " 17%|█▋        | 86/503 [10:45<48:57,  7.04s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001043277/000104596998000295/Financial_Report.xlsx for CHRW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001043277/000104596999000186/Financial_Report.xlsx for CHRW\n",
-      "  if response.status_code != 200:\n",
-      " 17%|█▋        | 87/503 [10:52<48:32,  7.00s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000074208/000091664196000206/Financial_Report.xlsx for UDR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000074208/000091664195000097/Financial_Report.xlsx for UDR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000074208/000091664199000189/Financial_Report.xlsx for UDR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000074208/000095011894000067/Financial_Report.xlsx for UDR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000074208/000091664198000393/Financial_Report.xlsx for UDR\n",
-      "  if response.status_code != 200:\n",
-      " 18%|█▊        | 89/503 [11:05<46:41,  6.77s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000075362/000104746998011315/Financial_Report.xlsx for PCAR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000075362/000089102094000045/Financial_Report.xlsx for PCAR\n",
-      "  if response.status_code != 200:\n",
-      " 18%|█▊        | 90/503 [11:29<1:20:21, 11.67s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000086312/000104746999012875/Financial_Report.xlsx for TRV\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000086312/000008631294000008/Financial_Report.xlsx for TRV\n",
-      "  if response.status_code != 200:\n",
-      " 18%|█▊        | 91/503 [11:35<1:09:54, 10.18s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000773840/000095011798000419/Financial_Report.xlsx for HON\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000773840/000095011796000146/Financial_Report.xlsx for HON\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000773840/000095011795000038/Financial_Report.xlsx for HON\n",
-      "  if response.status_code != 200:\n",
-      " 18%|█▊        | 92/503 [11:42<1:02:44,  9.16s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764622/000095014794000034/Financial_Report.xlsx for PNW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764622/000095014795000046/Financial_Report.xlsx for PNW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764622/000095014797000207/Financial_Report.xlsx for PNW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764622/000095014796000117/Financial_Report.xlsx for PNW\n",
-      "  if response.status_code != 200:\n",
-      " 18%|█▊        | 93/503 [11:50<59:51,  8.76s/it]  /home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001013237/000101323799000032/Financial_Report.xlsx for FDS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001013237/000101323796000009/Financial_Report.xlsx for FDS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001013237/000101323797000009/Financial_Report.xlsx for FDS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001013237/000101323798000014/Financial_Report.xlsx for FDS\n",
-      "  if response.status_code != 200:\n",
-      " 19%|█▉        | 95/503 [12:02<48:44,  7.17s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079282/000007928299000007/Financial_Report.xlsx for BRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079282/000007928297000004/Financial_Report.xlsx for BRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079282/000007928298000007/Financial_Report.xlsx for BRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079282/000095014496001042/Financial_Report.xlsx for BRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079282/000095014495000929/Financial_Report.xlsx for BRO\n",
-      "  if response.status_code != 200:\n",
-      " 19%|█▉        | 98/503 [12:20<40:00,  5.93s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029989/000089109295000025/Financial_Report.xlsx for OMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029989/000089109296000043/Financial_Report.xlsx for OMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029989/000089155494000031/Financial_Report.xlsx for OMC\n",
-      "  if response.status_code != 200:\n",
-      " 20%|█▉        | 99/503 [12:27<42:51,  6.36s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827052/000082705297000024/Financial_Report.xlsx for EIX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827052/000095015094000418/Financial_Report.xlsx for EIX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827052/000082705296000030/Financial_Report.xlsx for EIX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827052/000082705295000019/Financial_Report.xlsx for EIX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827052/000082705299000048/Financial_Report.xlsx for EIX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000827052/000082705298000033/Financial_Report.xlsx for EIX\n",
-      "  if response.status_code != 200:\n",
-      " 20%|█▉        | 100/503 [12:37<49:05,  7.31s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000073124/000095013194000324/Financial_Report.xlsx for NTRS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000073124/000095013199001510/Financial_Report.xlsx for NTRS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000073124/000095013198001754/Financial_Report.xlsx for NTRS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000073124/000095013197001800/Financial_Report.xlsx for NTRS\n",
-      "  if response.status_code != 200:\n",
-      " 20%|██        | 101/503 [12:44<49:06,  7.33s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352541/000089706994000044/Financial_Report.xlsx for LNT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352541/000089706995000018/Financial_Report.xlsx for LNT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352541/000089706999000197/Financial_Report.xlsx for LNT\n",
-      "  if response.status_code != 200:\n",
-      " 20%|██        | 102/503 [12:53<51:23,  7.69s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813672/000089161894000131/Financial_Report.xlsx for CDNS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813672/000089161896000153/Financial_Report.xlsx for CDNS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813672/000091205797009695/Financial_Report.xlsx for CDNS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813672/000104746998013315/Financial_Report.xlsx for CDNS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813672/000101287099001019/Financial_Report.xlsx for CDNS\n",
-      "  if response.status_code != 200:\n",
-      " 21%|██        | 105/503 [13:09<37:45,  5.69s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001601046/000160104614000008/Financial_Report.xlsx for KEYS\n",
-      "  if response.status_code != 200:\n",
-      " 21%|██▏       | 107/503 [13:20<36:42,  5.56s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072903/000007290397000004/Financial_Report.xlsx for XEL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072903/000007290396000005/Financial_Report.xlsx for XEL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072903/000007290394000011/Financial_Report.xlsx for XEL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072903/000104746999011811/Financial_Report.xlsx for XEL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072903/000007290395000006/Financial_Report.xlsx for XEL\n",
-      "  if response.status_code != 200:\n",
-      " 21%|██▏       | 108/503 [13:29<43:49,  6.66s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000936340/000095012498000894/Financial_Report.xlsx for DTE\n",
-      "  if response.status_code != 200:\n",
-      " 22%|██▏       | 109/503 [13:36<44:44,  6.81s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000833444/000091205799009052/Financial_Report.xlsx for JCI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000833444/000095010397000187/Financial_Report.xlsx for JCI\n",
-      "  if response.status_code != 200:\n",
-      " 22%|██▏       | 110/503 [13:43<44:26,  6.79s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027904/000095014496006709/Financial_Report.xlsx for DAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027904/000095014497010440/Financial_Report.xlsx for DAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027904/000095014495002692/Financial_Report.xlsx for DAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027904/000104746998035570/Financial_Report.xlsx for DAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000027904/000095010994001748/Financial_Report.xlsx for DAL\n",
-      "  if response.status_code != 200:\n",
-      " 22%|██▏       | 111/503 [13:50<44:30,  6.81s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000038777/000003877799000471/Financial_Report.xlsx for BEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000038777/000003877795000111/Financial_Report.xlsx for BEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000038777/000003877794000002/Financial_Report.xlsx for BEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000038777/000003877798000595/Financial_Report.xlsx for BEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000038777/000003877794000129/Financial_Report.xlsx for BEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000038777/000003877797000384/Financial_Report.xlsx for BEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000038777/000003877796000161/Financial_Report.xlsx for BEN\n",
-      "  if response.status_code != 200:\n",
-      " 22%|██▏       | 113/503 [14:04<44:59,  6.92s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000745732/000074573294000003/Financial_Report.xlsx for ROST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000745732/000074573296000004/Financial_Report.xlsx for ROST\n",
-      "  if response.status_code != 200:\n",
-      " 23%|██▎       | 116/503 [14:21<38:45,  6.01s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000277135/000027713596000004/Financial_Report.xlsx for GWW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000277135/000027713595000007/Financial_Report.xlsx for GWW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000277135/000027713594000001/Financial_Report.xlsx for GWW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000277135/000027713599000003/Financial_Report.xlsx for GWW\n",
-      "  if response.status_code != 200:\n",
-      " 23%|██▎       | 117/503 [14:29<44:00,  6.84s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000864749/000086474997000003/Financial_Report.xlsx for TRMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000864749/000086474998000004/Financial_Report.xlsx for TRMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000864749/000086474999000004/Financial_Report.xlsx for TRMB\n",
-      "  if response.status_code != 200:\n",
-      " 24%|██▎       | 119/503 [14:40<38:41,  6.05s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000032604/000003260499000014/Financial_Report.xlsx for EMR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000032604/000003260497000015/Financial_Report.xlsx for EMR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000032604/000003260498000016/Financial_Report.xlsx for EMR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000032604/000003260495000011/Financial_Report.xlsx for EMR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000032604/000003260494000022/Financial_Report.xlsx for EMR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000032604/000003260496000015/Financial_Report.xlsx for EMR\n",
-      "  if response.status_code != 200:\n",
-      " 24%|██▍       | 120/503 [14:48<41:34,  6.51s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040533/000095013398000793/Financial_Report.xlsx for GD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040533/000095013397000914/Financial_Report.xlsx for GD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040533/000095013394000045/Financial_Report.xlsx for GD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040533/000095013395000118/Financial_Report.xlsx for GD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040533/000095013399000806/Financial_Report.xlsx for GD\n",
-      "  if response.status_code != 200:\n",
-      " 24%|██▍       | 121/503 [14:56<44:00,  6.91s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049826/000095013797001181/Financial_Report.xlsx for ITW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049826/000095013799000687/Financial_Report.xlsx for ITW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049826/000095013196001325/Financial_Report.xlsx for ITW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049826/000091205795001849/Financial_Report.xlsx for ITW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049826/000095013798001347/Financial_Report.xlsx for ITW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049826/000091205794001174/Financial_Report.xlsx for ITW\n",
-      "  if response.status_code != 200:\n",
-      " 24%|██▍       | 122/503 [15:03<45:21,  7.14s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000048898/000095012394000598/Financial_Report.xlsx for HUBB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000048898/000095012399002453/Financial_Report.xlsx for HUBB\n",
-      "  if response.status_code != 200:\n",
-      " 24%|██▍       | 123/503 [15:11<47:05,  7.44s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036104/000091205794000732/Financial_Report.xlsx for USB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036104/000095013197001484/Financial_Report.xlsx for USB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036104/000095013195000441/Financial_Report.xlsx for USB\n",
-      "  if response.status_code != 200:\n",
-      " 25%|██▍       | 125/503 [15:25<44:56,  7.13s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000060086/000006008695000007/Financial_Report.xlsx for L\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000060086/000006008694000004/Financial_Report.xlsx for L\n",
-      "  if response.status_code != 200:\n",
-      " 26%|██▌       | 129/503 [15:46<34:14,  5.49s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000875320/000104746999012425/Financial_Report.xlsx for VRTX\n",
-      "  if response.status_code != 200:\n",
-      " 26%|██▌       | 130/503 [15:54<37:51,  6.09s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000202058/000095015298007309/Financial_Report.xlsx for LHX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000202058/000095015295002035/Financial_Report.xlsx for LHX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000202058/000095015294000975/Financial_Report.xlsx for LHX\n",
-      "  if response.status_code != 200:\n",
-      " 26%|██▌       | 131/503 [16:01<39:42,  6.40s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000728535/000091205797006927/Financial_Report.xlsx for JBHT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000728535/000091205796005725/Financial_Report.xlsx for JBHT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000728535/000091205794001228/Financial_Report.xlsx for JBHT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000728535/000104746999008309/Financial_Report.xlsx for JBHT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000728535/000104746998009249/Financial_Report.xlsx for JBHT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000728535/000091205795001864/Financial_Report.xlsx for JBHT\n",
-      "  if response.status_code != 200:\n",
-      " 26%|██▌       | 132/503 [16:11<46:31,  7.52s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723531/000072353197000030/Financial_Report.xlsx for PAYX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723531/000072353198000014/Financial_Report.xlsx for PAYX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723531/000072353196000018/Financial_Report.xlsx for PAYX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723531/000072353195000026/Financial_Report.xlsx for PAYX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723531/000072353199000020/Financial_Report.xlsx for PAYX\n",
-      "  if response.status_code != 200:\n",
-      " 27%|██▋       | 135/503 [16:27<36:34,  5.96s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004281/000000428194000005/Financial_Report.xlsx for HWM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004281/000000428195000002/Financial_Report.xlsx for HWM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004281/000000428199000005/Financial_Report.xlsx for HWM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004281/000000428197000001/Financial_Report.xlsx for HWM\n",
-      "  if response.status_code != 200:\n",
-      " 27%|██▋       | 138/503 [16:46<36:48,  6.05s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077476/000007747697000007/Financial_Report.xlsx for PEP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077476/000007747696000023/Financial_Report.xlsx for PEP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077476/000007747695000017/Financial_Report.xlsx for PEP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077476/000007747699000013/Financial_Report.xlsx for PEP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077476/000007747698000014/Financial_Report.xlsx for PEP\n",
-      "  if response.status_code != 200:\n",
-      " 28%|██▊       | 139/503 [16:52<36:35,  6.03s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063908/000095013198002152/Financial_Report.xlsx for MCD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063908/000095013199001938/Financial_Report.xlsx for MCD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063908/000006390895000003/Financial_Report.xlsx for MCD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063908/000006390897000007/Financial_Report.xlsx for MCD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063908/000006390896000016/Financial_Report.xlsx for MCD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063908/000006390894000013/Financial_Report.xlsx for MCD\n",
-      "  if response.status_code != 200:\n",
-      " 28%|██▊       | 141/503 [17:06<38:12,  6.33s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047217/000089161895000009/Financial_Report.xlsx for HPQ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047217/000089843096000245/Financial_Report.xlsx for HPQ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047217/000004721717000043/Financial_Report.xlsx for HPQ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047217/000089161897000198/Financial_Report.xlsx for HPQ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047217/000104746999001318/Financial_Report.xlsx for HPQ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047217/000089924394000006/Financial_Report.xlsx for HPQ\n",
-      "  if response.status_code != 200:\n",
-      " 28%|██▊       | 142/503 [17:13<38:49,  6.45s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000831001/000095011295000845/Financial_Report.xlsx for C\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000831001/000095011294000839/Financial_Report.xlsx for C\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000831001/000095011296000929/Financial_Report.xlsx for C\n",
-      "  if response.status_code != 200:\n",
-      " 29%|██▊       | 144/503 [17:27<39:42,  6.64s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001070750/000095010999001064/Financial_Report.xlsx for HST\n",
-      "  if response.status_code != 200:\n",
-      " 29%|██▉       | 147/503 [17:47<40:07,  6.76s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001059556/000095012399001236/Financial_Report.xlsx for MCO\n",
-      "  if response.status_code != 200:\n",
-      " 29%|██▉       | 148/503 [17:54<39:59,  6.76s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000011544/000091403996000065/Financial_Report.xlsx for WRB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000011544/000091403998000117/Financial_Report.xlsx for WRB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000011544/000091403999000106/Financial_Report.xlsx for WRB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000011544/000091403997000076/Financial_Report.xlsx for WRB\n",
-      "  if response.status_code != 200:\n",
-      " 30%|██▉       | 149/503 [18:02<41:53,  7.10s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000066740/000006674099000002/Financial_Report.xlsx for MMM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000066740/000006674094000007/Financial_Report.xlsx for MMM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000066740/000006674094000013/Financial_Report.xlsx for MMM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000066740/000006674097000003/Financial_Report.xlsx for MMM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000066740/000006674098000002/Financial_Report.xlsx for MMM\n",
-      "  if response.status_code != 200:\n",
-      " 30%|███       | 151/503 [18:17<42:08,  7.18s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723125/000101287098002758/Financial_Report.xlsx for MU\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723125/000072312595000016/Financial_Report.xlsx for MU\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723125/000072312594000020/Financial_Report.xlsx for MU\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723125/000095010996006513/Financial_Report.xlsx for MU\n",
-      "  if response.status_code != 200:\n",
-      " 30%|███       | 152/503 [18:24<41:40,  7.12s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080424/000008042498000039/Financial_Report.xlsx for PG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080424/000008042495000027/Financial_Report.xlsx for PG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080424/000008042496000017/Financial_Report.xlsx for PG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080424/000008042494000021/Financial_Report.xlsx for PG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080424/000008042497000062/Financial_Report.xlsx for PG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080424/000008042499000027/Financial_Report.xlsx for PG\n",
-      "  if response.status_code != 200:\n",
-      " 31%|███       | 157/503 [18:56<36:40,  6.36s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001020569/000095010997002091/Financial_Report.xlsx for IRM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001020569/000095010998002312/Financial_Report.xlsx for IRM\n",
-      "  if response.status_code != 200:\n",
-      " 32%|███▏      | 162/503 [19:28<35:32,  6.25s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313927/000095012397002608/Financial_Report.xlsx for CHD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313927/000095012399002800/Financial_Report.xlsx for CHD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313927/000095012398003168/Financial_Report.xlsx for CHD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313927/000095012396001450/Financial_Report.xlsx for CHD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313927/000095012395000782/Financial_Report.xlsx for CHD\n",
-      "  if response.status_code != 200:\n",
-      " 32%|███▏      | 163/503 [19:36<38:31,  6.80s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000943819/000101540299001008/Financial_Report.xlsx for RMD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000943819/000094381997000010/Financial_Report.xlsx for RMD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000943819/000094381998000003/Financial_Report.xlsx for RMD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000943819/000094381996000007/Financial_Report.xlsx for RMD\n",
-      "  if response.status_code != 200:\n",
-      " 33%|███▎      | 164/503 [19:43<38:24,  6.80s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000701985/000095015295000769/Financial_Report.xlsx for BBWI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000701985/000095013296000246/Financial_Report.xlsx for BBWI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000701985/000095010999001502/Financial_Report.xlsx for BBWI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000701985/000095010997003383/Financial_Report.xlsx for BBWI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000701985/000095010994000723/Financial_Report.xlsx for BBWI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000701985/000095010998002823/Financial_Report.xlsx for BBWI\n",
-      "  if response.status_code != 200:\n",
-      " 33%|███▎      | 165/503 [19:50<38:49,  6.89s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033185/000093176395000052/Financial_Report.xlsx for EFX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000033185/000093176397000464/Financial_Report.xlsx for EFX\n",
-      "  if response.status_code != 200:\n",
-      " 33%|███▎      | 166/503 [19:57<39:17,  6.99s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080661/000095015297002528/Financial_Report.xlsx for PGR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080661/000095015295000465/Financial_Report.xlsx for PGR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080661/000095015298002601/Financial_Report.xlsx for PGR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080661/000095015294000341/Financial_Report.xlsx for PGR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000080661/000095015299002467/Financial_Report.xlsx for PGR\n",
-      "  if response.status_code != 200:\n",
-      " 33%|███▎      | 167/503 [20:05<40:28,  7.23s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091142/000089706999000150/Financial_Report.xlsx for AOS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091142/000089706994000053/Financial_Report.xlsx for AOS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091142/000089706997000150/Financial_Report.xlsx for AOS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091142/000089706996000065/Financial_Report.xlsx for AOS\n",
-      "  if response.status_code != 200:\n",
-      " 33%|███▎      | 168/503 [20:13<41:22,  7.41s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000885725/000095013597001518/Financial_Report.xlsx for BSX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000885725/000095013598002085/Financial_Report.xlsx for BSX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000885725/000095013599001755/Financial_Report.xlsx for BSX\n",
-      "  if response.status_code != 200:\n",
-      " 34%|███▎      | 169/503 [20:20<40:34,  7.29s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000002488/000101287099000892/Financial_Report.xlsx for AMD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000002488/000089161894000068/Financial_Report.xlsx for AMD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000002488/000101287097000533/Financial_Report.xlsx for AMD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000002488/000095013195000530/Financial_Report.xlsx for AMD\n",
-      "  if response.status_code != 200:\n",
-      " 34%|███▍      | 170/503 [20:25<37:59,  6.85s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000078003/000091205796005586/Financial_Report.xlsx for PFE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000078003/000091205795001635/Financial_Report.xlsx for PFE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000078003/000093041399000431/Financial_Report.xlsx for PFE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000078003/000089155494000029/Financial_Report.xlsx for PFE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000078003/000095011697000605/Financial_Report.xlsx for PFE\n",
-      "  if response.status_code != 200:\n",
-      " 34%|███▍      | 171/503 [20:33<39:50,  7.20s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000832101/000095012495000765/Financial_Report.xlsx for IEX\n",
-      "  if response.status_code != 200:\n",
-      " 34%|███▍      | 172/503 [20:40<38:43,  7.02s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:49: UserWarning: No 10-K reports found for KVUE with cik 0001944048\n",
+      "100%|██████████| 1/1 [00:00<00:00,  1.79it/s]\n",
+      " 50%|████▉     | 249/503 [00:00<00:00, 2488.53it/s]/home/jag/projects/stockMarket/stockMarket/sec_edgar/downloader.py:51: UserWarning: No 10-K reports found for KVUE with cik 0001944048\n",
       "  warnings.warn(message, UserWarning)\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000076334/000007633495000021/Financial_Report.xlsx for PH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000076334/000007633494000021/Financial_Report.xlsx for PH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000076334/000007633496000032/Financial_Report.xlsx for PH\n",
-      "  if response.status_code != 200:\n",
-      " 35%|███▍      | 176/503 [20:59<31:04,  5.70s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000711404/000095011794000020/Financial_Report.xlsx for COO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000711404/000095011797000110/Financial_Report.xlsx for COO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000711404/000095011798000109/Financial_Report.xlsx for COO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000711404/000095011795000007/Financial_Report.xlsx for COO\n",
-      "  if response.status_code != 200:\n",
-      " 35%|███▌      | 177/503 [21:06<32:41,  6.02s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000788784/000078878495000002/Financial_Report.xlsx for PEG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000788784/000078878496000002/Financial_Report.xlsx for PEG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000788784/000078878497000011/Financial_Report.xlsx for PEG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000788784/000095012394000422/Financial_Report.xlsx for PEG\n",
-      "  if response.status_code != 200:\n",
-      " 36%|███▌      | 180/503 [21:29<36:30,  6.78s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064803/000089109295000026/Financial_Report.xlsx for CVS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064803/000095011094000133/Financial_Report.xlsx for CVS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064803/000102986999000377/Financial_Report.xlsx for CVS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064803/000089109296000050/Financial_Report.xlsx for CVS\n",
-      "  if response.status_code != 200:\n",
-      " 36%|███▌      | 181/503 [21:36<37:20,  6.96s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004904/000000490499000027/Financial_Report.xlsx for AEP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004904/000000490497000038/Financial_Report.xlsx for AEP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004904/000000490498000024/Financial_Report.xlsx for AEP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004904/000000490496000034/Financial_Report.xlsx for AEP\n",
-      "  if response.status_code != 200:\n",
-      " 37%|███▋      | 185/503 [22:02<34:02,  6.42s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096021/000095012999004159/Financial_Report.xlsx for SYY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096021/000095012998004031/Financial_Report.xlsx for SYY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096021/000095012995001268/Financial_Report.xlsx for SYY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096021/000095012997003937/Financial_Report.xlsx for SYY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096021/000095012996002272/Financial_Report.xlsx for SYY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096021/000095012994000711/Financial_Report.xlsx for SYY\n",
-      "  if response.status_code != 200:\n",
-      " 37%|███▋      | 186/503 [22:10<37:25,  7.08s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008818/000089843097001251/Financial_Report.xlsx for AVY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008818/000089843094000185/Financial_Report.xlsx for AVY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008818/000089843098001084/Financial_Report.xlsx for AVY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008818/000089843096001108/Financial_Report.xlsx for AVY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008818/000089843099001342/Financial_Report.xlsx for AVY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008818/000089843095000424/Financial_Report.xlsx for AVY\n",
-      "  if response.status_code != 200:\n",
-      " 37%|███▋      | 187/503 [22:19<39:50,  7.57s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000715957/000091664195000051/Financial_Report.xlsx for D\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000715957/000091664198000261/Financial_Report.xlsx for D\n",
-      "  if response.status_code != 200:\n",
-      " 38%|███▊      | 189/503 [22:32<35:19,  6.75s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000073309/000095016896000539/Financial_Report.xlsx for NUE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000073309/000095016895000206/Financial_Report.xlsx for NUE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000073309/000095016894000089/Financial_Report.xlsx for NUE\n",
-      "  if response.status_code != 200:\n",
-      " 38%|███▊      | 190/503 [22:39<35:31,  6.81s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001041061/000104106198000004/Financial_Report.xlsx for YUM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001041061/000104106199000003/Financial_Report.xlsx for YUM\n",
-      "  if response.status_code != 200:\n",
-      " 38%|███▊      | 191/503 [22:47<37:19,  7.18s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858877/000089161897004205/Financial_Report.xlsx for CSCO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858877/000095014996001640/Financial_Report.xlsx for CSCO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858877/000089161898004310/Financial_Report.xlsx for CSCO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858877/000095014995000673/Financial_Report.xlsx for CSCO\n",
-      "  if response.status_code != 200:\n",
-      " 39%|███▉      | 195/503 [23:08<28:44,  5.60s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000877212/000104746998011739/Financial_Report.xlsx for ZBRA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000877212/000104746999012926/Financial_Report.xlsx for ZBRA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000877212/000087721297000002/Financial_Report.xlsx for ZBRA\n",
-      "  if response.status_code != 200:\n",
-      " 39%|███▉      | 197/503 [23:21<30:33,  5.99s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000731802/000073180294000018/Financial_Report.xlsx for ATO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000731802/000093066197002911/Financial_Report.xlsx for ATO\n",
-      "  if response.status_code != 200:\n",
-      " 39%|███▉      | 198/503 [23:27<31:01,  6.10s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000895421/000095013098000803/Financial_Report.xlsx for MS\n",
-      "  if response.status_code != 200:\n",
-      " 40%|███▉      | 199/503 [23:34<32:00,  6.32s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000859737/000095010995005384/Financial_Report.xlsx for HOLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000859737/000092701697003452/Financial_Report.xlsx for HOLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000859737/000092701696002077/Financial_Report.xlsx for HOLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000859737/000092701698004351/Financial_Report.xlsx for HOLX\n",
-      "  if response.status_code != 200:\n",
-      " 40%|███▉      | 200/503 [23:41<33:10,  6.57s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001057352/000095013399001092/Financial_Report.xlsx for CSGP\n",
-      "  if response.status_code != 200:\n",
-      " 40%|███▉      | 201/503 [23:48<33:09,  6.59s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000200406/000095012399002942/Financial_Report.xlsx for JNJ\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000200406/000095012394000687/Financial_Report.xlsx for JNJ\n",
-      "  if response.status_code != 200:\n",
-      " 41%|████      | 204/503 [24:02<24:26,  4.90s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000089800/000095015299001793/Financial_Report.xlsx for SHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000089800/000095015298001897/Financial_Report.xlsx for SHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000089800/000095015295000337/Financial_Report.xlsx for SHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000089800/000095015294000268/Financial_Report.xlsx for SHW\n",
-      "  if response.status_code != 200:\n",
-      " 41%|████      | 205/503 [24:09<27:43,  5.58s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001585689/000158568914000006/Financial_Report.xlsx for HLT\n",
-      "  if response.status_code != 200:\n",
-      " 42%|████▏     | 209/503 [24:26<19:40,  4.02s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000912595/000091259597000011/Financial_Report.xlsx for MAA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000912595/000091259598000005/Financial_Report.xlsx for MAA\n",
-      "  if response.status_code != 200:\n",
-      " 42%|████▏     | 213/503 [24:51<26:08,  5.41s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000849399/000091205795004482/Financial_Report.xlsx for GEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000849399/000089161899002972/Financial_Report.xlsx for GEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000849399/000089161898002744/Financial_Report.xlsx for GEN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000849399/000089161897002702/Financial_Report.xlsx for GEN\n",
-      "  if response.status_code != 200:\n",
-      " 43%|████▎     | 215/503 [25:04<28:31,  5.94s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063754/000006375497000007/Financial_Report.xlsx for MKC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063754/000104746999007167/Financial_Report.xlsx for MKC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063754/000104746998007373/Financial_Report.xlsx for MKC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063754/000006375495000006/Financial_Report.xlsx for MKC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000063754/000006375494000009/Financial_Report.xlsx for MKC\n",
-      "  if response.status_code != 200:\n",
-      " 43%|████▎     | 216/503 [25:12<31:23,  6.56s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021665/000095014695000129/Financial_Report.xlsx for CL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021665/000095011296000868/Financial_Report.xlsx for CL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021665/000002166594000001/Financial_Report.xlsx for CL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021665/000094018097000241/Financial_Report.xlsx for CL\n",
-      "  if response.status_code != 200:\n",
-      " 43%|████▎     | 218/503 [25:27<33:05,  6.97s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000746515/000091205796005655/Financial_Report.xlsx for EXPD\n",
-      "  if response.status_code != 200:\n",
-      " 44%|████▎     | 219/503 [25:35<35:10,  7.43s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004447/000095012394000625/Financial_Report.xlsx for HES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004447/000095012399002682/Financial_Report.xlsx for HES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004447/000095012398003112/Financial_Report.xlsx for HES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004447/000095012396001358/Financial_Report.xlsx for HES\n",
-      "  if response.status_code != 200:\n",
-      " 44%|████▍     | 221/503 [25:50<35:02,  7.45s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001067701/000095013099001716/Financial_Report.xlsx for URI\n",
-      "  if response.status_code != 200:\n",
-      " 45%|████▍     | 224/503 [26:10<32:13,  6.93s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000798354/000095013199001067/Financial_Report.xlsx for FI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000798354/000095013198001255/Financial_Report.xlsx for FI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000798354/000079835496000009/Financial_Report.xlsx for FI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000798354/000079835497000004/Financial_Report.xlsx for FI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000798354/000079835495000007/Financial_Report.xlsx for FI\n",
-      "  if response.status_code != 200:\n",
-      " 45%|████▍     | 225/503 [26:19<35:18,  7.62s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101778/000095013298000178/Financial_Report.xlsx for MRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101778/000095012894000051/Financial_Report.xlsx for MRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101778/000095013297000130/Financial_Report.xlsx for MRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101778/000095013299000185/Financial_Report.xlsx for MRO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000101778/000095012896000203/Financial_Report.xlsx for MRO\n",
-      "  if response.status_code != 200:\n",
-      " 45%|████▌     | 227/503 [26:36<37:05,  8.06s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000946581/000095011699000127/Financial_Report.xlsx for TTWO\n",
-      "  if response.status_code != 200:\n",
-      " 46%|████▌     | 229/503 [26:47<29:48,  6.53s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051644/000005164496000012/Financial_Report.xlsx for IPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051644/000005164499000011/Financial_Report.xlsx for IPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051644/000005164494000020/Financial_Report.xlsx for IPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051644/000005164498000011/Financial_Report.xlsx for IPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051644/000005164495000029/Financial_Report.xlsx for IPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051644/000005164497000022/Financial_Report.xlsx for IPG\n",
-      "  if response.status_code != 200:\n",
-      " 46%|████▌     | 230/503 [26:56<32:47,  7.21s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000872589/000088981298000733/Financial_Report.xlsx for REGN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000872589/000088981299000997/Financial_Report.xlsx for REGN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000872589/000088981297000791/Financial_Report.xlsx for REGN\n",
-      "  if response.status_code != 200:\n",
-      " 46%|████▌     | 231/503 [27:04<33:38,  7.42s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000315213/000091205794001011/Financial_Report.xlsx for RHI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000315213/000091205796005084/Financial_Report.xlsx for RHI\n",
-      "  if response.status_code != 200:\n",
-      " 46%|████▌     | 232/503 [27:11<32:55,  7.29s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000842023/000084202397000008/Financial_Report.xlsx for TECH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000842023/000084202395000006/Financial_Report.xlsx for TECH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000842023/000084202396000003/Financial_Report.xlsx for TECH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000842023/000084202398000004/Financial_Report.xlsx for TECH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000842023/000084202399000004/Financial_Report.xlsx for TECH\n",
-      "  if response.status_code != 200:\n",
-      " 46%|████▋     | 233/503 [27:18<33:10,  7.37s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100885/000010088597000002/Financial_Report.xlsx for UNP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100885/000010088594000006/Financial_Report.xlsx for UNP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100885/000095010996001749/Financial_Report.xlsx for UNP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100885/000095013498002114/Financial_Report.xlsx for UNP\n",
-      "  if response.status_code != 200:\n",
-      " 47%|████▋     | 234/503 [27:25<32:37,  7.28s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092230/000095013298000220/Financial_Report.xlsx for TFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092230/000092838597000444/Financial_Report.xlsx for TFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092230/000095010999000901/Financial_Report.xlsx for TFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092230/000095016894000105/Financial_Report.xlsx for TFC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092230/000092838596000195/Financial_Report.xlsx for TFC\n",
-      "  if response.status_code != 200:\n",
-      " 48%|████▊     | 240/503 [27:57<23:41,  5.40s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092122/000095014494000714/Financial_Report.xlsx for SO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092122/000009212299000040/Financial_Report.xlsx for SO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092122/000009212295000038/Financial_Report.xlsx for SO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000092122/000009212298000058/Financial_Report.xlsx for SO\n",
-      "  if response.status_code != 200:\n",
-      " 48%|████▊     | 241/503 [28:05<27:17,  6.25s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789570/000089843095000343/Financial_Report.xlsx for MGM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789570/000089843094000218/Financial_Report.xlsx for MGM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789570/000089843096001054/Financial_Report.xlsx for MGM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789570/000089843097001157/Financial_Report.xlsx for MGM\n",
-      "  if response.status_code != 200:\n",
-      " 48%|████▊     | 242/503 [28:14<30:27,  7.00s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789019/000089102096001130/Financial_Report.xlsx for MSFT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789019/000103221099001375/Financial_Report.xlsx for MSFT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789019/000101706297001764/Financial_Report.xlsx for MSFT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789019/000103221098001067/Financial_Report.xlsx for MSFT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789019/000089102094000175/Financial_Report.xlsx for MSFT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000789019/000089102095000433/Financial_Report.xlsx for MSFT\n",
-      "  if response.status_code != 200:\n",
-      " 48%|████▊     | 243/503 [28:20<28:36,  6.60s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096943/000089322098000588/Financial_Report.xlsx for TFX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096943/000089322094000170/Financial_Report.xlsx for TFX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096943/000089322095000165/Financial_Report.xlsx for TFX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000096943/000089322099000364/Financial_Report.xlsx for TFX\n",
-      "  if response.status_code != 200:\n",
-      " 49%|████▉     | 247/503 [28:47<28:09,  6.60s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037785/000095013197002068/Financial_Report.xlsx for FMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037785/000095013199001733/Financial_Report.xlsx for FMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037785/000095013196001103/Financial_Report.xlsx for FMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037785/000003778594000004/Financial_Report.xlsx for FMC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037785/000095013198001790/Financial_Report.xlsx for FMC\n",
-      "  if response.status_code != 200:\n",
-      " 49%|████▉     | 248/503 [28:55<30:40,  7.22s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000898173/000095017299000309/Financial_Report.xlsx for ORLY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000898173/000095013197002239/Financial_Report.xlsx for ORLY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000898173/000089817398000005/Financial_Report.xlsx for ORLY\n",
-      "  if response.status_code != 200:\n",
-      " 50%|████▉     | 249/503 [29:03<30:44,  7.26s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000732717/000073271794000005/Financial_Report.xlsx for T\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000732717/000073271799000007/Financial_Report.xlsx for T\n",
-      "  if response.status_code != 200:\n",
-      " 50%|████▉     | 251/503 [29:11<22:44,  5.42s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001018724/000089102099000375/Financial_Report.xlsx for AMZN\n",
-      "  if response.status_code != 200:\n",
-      " 50%|█████     | 252/503 [29:17<23:37,  5.65s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000821189/000089056694000092/Financial_Report.xlsx for EOG\n",
-      "  if response.status_code != 200:\n",
-      " 50%|█████     | 254/503 [29:27<21:49,  5.26s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001037038/000095012399005963/Financial_Report.xlsx for RL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001037038/000095012398006280/Financial_Report.xlsx for RL\n",
-      "  if response.status_code != 200:\n",
-      " 51%|█████     | 255/503 [29:33<22:48,  5.52s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000945841/000095013199001990/Financial_Report.xlsx for POOL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000945841/000089924397000484/Financial_Report.xlsx for POOL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000945841/000095013198001968/Financial_Report.xlsx for POOL\n",
-      "  if response.status_code != 200:\n",
-      " 51%|█████     | 256/503 [29:41<24:58,  6.07s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000023217/000091205797028887/Financial_Report.xlsx for CAG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000023217/000002321796000029/Financial_Report.xlsx for CAG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000023217/000002321795000021/Financial_Report.xlsx for CAG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000023217/000002321794000020/Financial_Report.xlsx for CAG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000023217/000104746998033094/Financial_Report.xlsx for CAG\n",
-      "  if response.status_code != 200:\n",
-      " 51%|█████     | 257/503 [29:48<26:58,  6.58s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000860730/000095010995001034/Financial_Report.xlsx for HCA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000860730/000093066198000717/Financial_Report.xlsx for HCA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000860730/000091205794001227/Financial_Report.xlsx for HCA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000860730/000093066196000230/Financial_Report.xlsx for HCA\n",
-      "  if response.status_code != 200:\n",
-      " 51%|█████▏    | 259/503 [30:01<26:02,  6.40s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000048465/000004846597000004/Financial_Report.xlsx for HRL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000048465/000004846595000008/Financial_Report.xlsx for HRL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000048465/000004846596000003/Financial_Report.xlsx for HRL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000048465/000004846598000002/Financial_Report.xlsx for HRL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000048465/000004846599000004/Financial_Report.xlsx for HRL\n",
-      "  if response.status_code != 200:\n",
-      " 52%|█████▏    | 261/503 [30:15<26:48,  6.65s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000916365/000095014499002796/Financial_Report.xlsx for TSCO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000916365/000095014498002932/Financial_Report.xlsx for TSCO\n",
-      "  if response.status_code != 200:\n",
-      " 52%|█████▏    | 263/503 [30:29<26:20,  6.58s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000016732/000089322094000416/Financial_Report.xlsx for CPB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000016732/000089322095000638/Financial_Report.xlsx for CPB\n",
-      "  if response.status_code != 200:\n",
-      " 53%|█████▎    | 267/503 [30:57<27:36,  7.02s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010795/000095013095002805/Financial_Report.xlsx for BDX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010795/000095013099006997/Financial_Report.xlsx for BDX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010795/000095013097005591/Financial_Report.xlsx for BDX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010795/000095013098005912/Financial_Report.xlsx for BDX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010795/000095013094001784/Financial_Report.xlsx for BDX\n",
-      "  if response.status_code != 200:\n",
-      " 53%|█████▎    | 268/503 [31:05<28:18,  7.23s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000765880/000076588098000018/Financial_Report.xlsx for PEAK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000765880/000076588097000008/Financial_Report.xlsx for PEAK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000765880/000076588099000021/Financial_Report.xlsx for PEAK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000765880/000076588095000014/Financial_Report.xlsx for PEAK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000765880/000076588094000012/Financial_Report.xlsx for PEAK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000765880/000076588096000003/Financial_Report.xlsx for PEAK\n",
-      "  if response.status_code != 200:\n",
-      " 54%|█████▎    | 270/503 [31:19<27:25,  7.06s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000766704/000095015299001668/Financial_Report.xlsx for WELL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000766704/000095015295000288/Financial_Report.xlsx for WELL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000766704/000095015298000773/Financial_Report.xlsx for WELL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000766704/000076670496000006/Financial_Report.xlsx for WELL\n",
-      "  if response.status_code != 200:\n",
-      " 54%|█████▍    | 271/503 [31:27<28:07,  7.27s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001053507/000092701698001444/Financial_Report.xlsx for AMT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001053507/000092701699001025/Financial_Report.xlsx for AMT\n",
-      "  if response.status_code != 200:\n",
-      " 54%|█████▍    | 272/503 [31:34<28:06,  7.30s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036270/000095016794000015/Financial_Report.xlsx for MTB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036270/000088974995000005/Financial_Report.xlsx for MTB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036270/000095014696000453/Financial_Report.xlsx for MTB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036270/000104746999010544/Financial_Report.xlsx for MTB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036270/000104746998010018/Financial_Report.xlsx for MTB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000036270/000091205797009154/Financial_Report.xlsx for MTB\n",
-      "  if response.status_code != 200:\n",
-      " 54%|█████▍    | 273/503 [31:43<29:53,  7.80s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000935703/000093570398000005/Financial_Report.xlsx for DLTR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000935703/000093570399000019/Financial_Report.xlsx for DLTR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000935703/000093570397000018/Financial_Report.xlsx for DLTR\n",
-      "  if response.status_code != 200:\n",
-      " 55%|█████▌    | 278/503 [32:12<22:39,  6.04s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001024478/000095012896000664/Financial_Report.xlsx for ROK\n",
-      "  if response.status_code != 200:\n",
-      " 56%|█████▌    | 280/503 [32:24<22:47,  6.13s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001013462/000095013298000250/Financial_Report.xlsx for ANSS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001013462/000095013297000207/Financial_Report.xlsx for ANSS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001013462/000095013299000268/Financial_Report.xlsx for ANSS\n",
-      "  if response.status_code != 200:\n",
-      " 56%|█████▌    | 282/503 [32:37<22:52,  6.21s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000899051/000089905198000014/Financial_Report.xlsx for ALL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000899051/000089905197000017/Financial_Report.xlsx for ALL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000899051/000089905199000005/Financial_Report.xlsx for ALL\n",
-      "  if response.status_code != 200:\n",
-      " 57%|█████▋    | 285/503 [32:57<23:14,  6.40s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001031296/000103129699000005/Financial_Report.xlsx for FE\n",
-      "  if response.status_code != 200:\n",
-      " 57%|█████▋    | 286/503 [33:03<23:38,  6.54s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000940944/000094094496000018/Financial_Report.xlsx for DRI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000940944/000094094499000079/Financial_Report.xlsx for DRI\n",
-      "  if response.status_code != 200:\n",
-      " 57%|█████▋    | 287/503 [33:09<22:47,  6.33s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000920522/000089161898001429/Financial_Report.xlsx for ESS\n",
-      "  if response.status_code != 200:\n",
-      " 57%|█████▋    | 288/503 [33:16<23:08,  6.46s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000731766/000104746999013081/Financial_Report.xlsx for UNH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000731766/000091205797010848/Financial_Report.xlsx for UNH\n",
-      "  if response.status_code != 200:\n",
-      " 58%|█████▊    | 290/503 [33:25<19:04,  5.37s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000721371/000095015294000897/Financial_Report.xlsx for CAH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000721371/000095015299007328/Financial_Report.xlsx for CAH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000721371/000095015295002183/Financial_Report.xlsx for CAH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000721371/000095015297006910/Financial_Report.xlsx for CAH\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000721371/000095015296004334/Financial_Report.xlsx for CAH\n",
-      "  if response.status_code != 200:\n",
-      " 58%|█████▊    | 291/503 [33:32<20:07,  5.70s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000277948/000027794899000002/Financial_Report.xlsx for CSX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000277948/000027794894000002/Financial_Report.xlsx for CSX\n",
-      "  if response.status_code != 200:\n",
-      " 58%|█████▊    | 292/503 [33:39<21:30,  6.12s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906107/000095013197001984/Financial_Report.xlsx for EQR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906107/000095013199001583/Financial_Report.xlsx for EQR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906107/000095013198001828/Financial_Report.xlsx for EQR\n",
-      "  if response.status_code != 200:\n",
-      " 58%|█████▊    | 294/503 [33:54<23:22,  6.71s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051434/000104746999012865/Financial_Report.xlsx for IP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051434/000095011594000073/Financial_Report.xlsx for IP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051434/000104746998012606/Financial_Report.xlsx for IP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051434/000091205797010800/Financial_Report.xlsx for IP\n",
-      "  if response.status_code != 200:\n",
-      " 59%|█████▉    | 297/503 [34:09<18:29,  5.38s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000018230/000095013195000431/Financial_Report.xlsx for CAT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000018230/000001823094000007/Financial_Report.xlsx for CAT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000018230/000095013196000892/Financial_Report.xlsx for CAT\n",
-      "  if response.status_code != 200:\n",
-      " 59%|█████▉    | 298/503 [34:17<21:06,  6.18s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001035002/000103500298000002/Financial_Report.xlsx for VLO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001035002/000095013499001346/Financial_Report.xlsx for VLO\n",
-      "  if response.status_code != 200:\n",
-      " 60%|█████▉    | 300/503 [34:31<21:52,  6.46s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000026172/000002617295000002/Financial_Report.xlsx for CMI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000026172/000002617299000002/Financial_Report.xlsx for CMI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000026172/000002617298000004/Financial_Report.xlsx for CMI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000026172/000002617294000003/Financial_Report.xlsx for CMI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000026172/000002617296000002/Financial_Report.xlsx for CMI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000026172/000002617297000003/Financial_Report.xlsx for CMI\n",
-      "  if response.status_code != 200:\n",
-      " 61%|██████    | 305/503 [35:05<21:16,  6.45s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001000697/000104746999012709/Financial_Report.xlsx for WAT\n",
-      "  if response.status_code != 200:\n",
-      " 61%|██████    | 306/503 [35:11<20:35,  6.27s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004977/000000497794000006/Financial_Report.xlsx for AFL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004977/000000497798000006/Financial_Report.xlsx for AFL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004977/000000497797000009/Financial_Report.xlsx for AFL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004977/000000497799000010/Financial_Report.xlsx for AFL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004977/000000497796000006/Financial_Report.xlsx for AFL\n",
-      "  if response.status_code != 200:\n",
-      " 61%|██████    | 307/503 [35:19<22:19,  6.83s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000815097/000095014495000480/Financial_Report.xlsx for CCL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000815097/000081509799000003/Financial_Report.xlsx for CCL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000815097/000081509798000005/Financial_Report.xlsx for CCL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000815097/000081509797000001/Financial_Report.xlsx for CCL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000815097/000081509796000001/Financial_Report.xlsx for CCL\n",
-      "  if response.status_code != 200:\n",
-      " 61%|██████▏   | 309/503 [35:34<22:15,  6.88s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000909832/000104746997003493/Financial_Report.xlsx for COST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000909832/000091205799007381/Financial_Report.xlsx for COST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000909832/000091205794003945/Financial_Report.xlsx for COST\n",
-      "  if response.status_code != 200:\n",
-      " 62%|██████▏   | 310/503 [35:39<21:11,  6.59s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000105770/000010577097000011/Financial_Report.xlsx for WST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000105770/000095011598000641/Financial_Report.xlsx for WST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000105770/000095011595000063/Financial_Report.xlsx for WST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000105770/000010577099000016/Financial_Report.xlsx for WST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000105770/000010577096000012/Financial_Report.xlsx for WST\n",
-      "  if response.status_code != 200:\n",
-      " 62%|██████▏   | 312/503 [35:54<22:17,  7.00s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093751/000095014699000551/Financial_Report.xlsx for STT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093751/000095015696000321/Financial_Report.xlsx for STT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093751/000095015697000348/Financial_Report.xlsx for STT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093751/000095015698000287/Financial_Report.xlsx for STT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093751/000095015694000009/Financial_Report.xlsx for STT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093751/000095015695000201/Financial_Report.xlsx for STT\n",
-      "  if response.status_code != 200:\n",
-      " 62%|██████▏   | 313/503 [36:03<23:46,  7.51s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001002047/000089161899003094/Financial_Report.xlsx for NTAP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001002047/000089161898003420/Financial_Report.xlsx for NTAP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001002047/000089161897002988/Financial_Report.xlsx for NTAP\n",
-      "  if response.status_code != 200:\n",
-      " 62%|██████▏   | 314/503 [36:08<21:34,  6.85s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021076/000002107695000005/Financial_Report.xlsx for CLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021076/000002107696000004/Financial_Report.xlsx for CLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021076/000002107699000008/Financial_Report.xlsx for CLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021076/000002107698000006/Financial_Report.xlsx for CLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021076/000002107694000006/Financial_Report.xlsx for CLX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021076/000002107697000008/Financial_Report.xlsx for CLX\n",
-      "  if response.status_code != 200:\n",
-      " 63%|██████▎   | 315/503 [36:16<22:24,  7.15s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091419/000095015298006161/Financial_Report.xlsx for SJM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091419/000095015295001575/Financial_Report.xlsx for SJM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091419/000095015294000718/Financial_Report.xlsx for SJM\n",
-      "  if response.status_code != 200:\n",
-      " 63%|██████▎   | 316/503 [36:23<21:50,  7.01s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000049196/000095015296000605/Financial_Report.xlsx for HBAN\n",
-      "  if response.status_code != 200:\n",
-      " 63%|██████▎   | 317/503 [36:30<22:12,  7.16s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000769397/000092962498000825/Financial_Report.xlsx for ADSK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000769397/000092962497000492/Financial_Report.xlsx for ADSK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000769397/000089843095000671/Financial_Report.xlsx for ADSK\n",
-      "  if response.status_code != 200:\n",
-      " 63%|██████▎   | 318/503 [36:36<20:36,  6.69s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001032208/000008652199000003/Financial_Report.xlsx for SRE\n",
-      "  if response.status_code != 200:\n",
-      " 63%|██████▎   | 319/503 [36:43<20:48,  6.78s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000749251/000095014698002141/Financial_Report.xlsx for IT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000749251/000095012397010331/Financial_Report.xlsx for IT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000749251/000095014699001839/Financial_Report.xlsx for IT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000749251/000095012396007400/Financial_Report.xlsx for IT\n",
-      "  if response.status_code != 200:\n",
-      " 64%|██████▍   | 321/503 [36:56<20:13,  6.67s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001045609/000095014999000495/Financial_Report.xlsx for PLD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001045609/000095014998000586/Financial_Report.xlsx for PLD\n",
-      "  if response.status_code != 200:\n",
-      " 64%|██████▍   | 322/503 [37:04<20:57,  6.95s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000007084/000000708499000022/Financial_Report.xlsx for ADM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000007084/000000708495000024/Financial_Report.xlsx for ADM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000007084/000000708494000015/Financial_Report.xlsx for ADM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000007084/000000708497000032/Financial_Report.xlsx for ADM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000007084/000000708496000017/Financial_Report.xlsx for ADM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000007084/000000708498000029/Financial_Report.xlsx for ADM\n",
-      "  if response.status_code != 200:\n",
-      " 64%|██████▍   | 323/503 [37:12<21:33,  7.19s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051143/000095011294000794/Financial_Report.xlsx for IBM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051143/000104746999011848/Financial_Report.xlsx for IBM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051143/000095011295000774/Financial_Report.xlsx for IBM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000051143/000091205797010483/Financial_Report.xlsx for IBM\n",
-      "  if response.status_code != 200:\n",
-      " 65%|██████▍   | 325/503 [37:22<17:34,  5.92s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000315293/000094857298000011/Financial_Report.xlsx for AON\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000315293/000094857299000007/Financial_Report.xlsx for AON\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000315293/000094857297000010/Financial_Report.xlsx for AON\n",
-      "  if response.status_code != 200:\n",
-      " 65%|██████▍   | 326/503 [37:29<18:56,  6.42s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001048911/000089924398001610/Financial_Report.xlsx for FDX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001048911/000104746999032609/Financial_Report.xlsx for FDX\n",
-      "  if response.status_code != 200:\n",
-      " 66%|██████▌   | 333/503 [38:03<14:49,  5.23s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100517/000010051795000011/Financial_Report.xlsx for UAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100517/000010051799000005/Financial_Report.xlsx for UAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000100517/000010051798000010/Financial_Report.xlsx for UAL\n",
-      "  if response.status_code != 200:\n",
-      " 66%|██████▋   | 334/503 [38:09<16:03,  5.70s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093556/000095013699000438/Financial_Report.xlsx for SWK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093556/000095013697000279/Financial_Report.xlsx for SWK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093556/000009355694000005/Financial_Report.xlsx for SWK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093556/000095014695000153/Financial_Report.xlsx for SWK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093556/000095013698000631/Financial_Report.xlsx for SWK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093556/000095012396001342/Financial_Report.xlsx for SWK\n",
-      "  if response.status_code != 200:\n",
-      " 67%|██████▋   | 336/503 [38:24<17:50,  6.41s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097476/000009747696000014/Financial_Report.xlsx for TXN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097476/000009747694000013/Financial_Report.xlsx for TXN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097476/000009747697000003/Financial_Report.xlsx for TXN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097476/000009747698000008/Financial_Report.xlsx for TXN\n",
-      "  if response.status_code != 200:\n",
-      " 67%|██████▋   | 337/503 [38:31<18:09,  6.56s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000851968/000093176397000262/Financial_Report.xlsx for MHK\n",
-      "  if response.status_code != 200:\n",
-      " 67%|██████▋   | 338/503 [38:37<18:04,  6.57s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320193/000032019396000023/Financial_Report.xlsx for AAPL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320193/000032019394000016/Financial_Report.xlsx for AAPL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320193/000091205799010244/Financial_Report.xlsx for AAPL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320193/000032019395000016/Financial_Report.xlsx for AAPL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000320193/000104746997006960/Financial_Report.xlsx for AAPL\n",
-      "  if response.status_code != 200:\n",
-      " 68%|██████▊   | 340/503 [38:48<15:23,  5.66s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000874766/000094857297000016/Financial_Report.xlsx for HIG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000874766/000094857299000004/Financial_Report.xlsx for HIG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000874766/000094857298000007/Financial_Report.xlsx for HIG\n",
-      "  if response.status_code != 200:\n",
-      " 68%|██████▊   | 341/503 [38:55<16:58,  6.29s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764180/000095013095000460/Financial_Report.xlsx for MO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764180/000095014696000483/Financial_Report.xlsx for MO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764180/000095013094000396/Financial_Report.xlsx for MO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000764180/000104746999010218/Financial_Report.xlsx for MO\n",
-      "  if response.status_code != 200:\n",
-      " 68%|██████▊   | 342/503 [39:03<17:43,  6.60s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000753308/000075330898000006/Financial_Report.xlsx for NEE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000753308/000075330897000010/Financial_Report.xlsx for NEE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000753308/000075330896000005/Financial_Report.xlsx for NEE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000753308/000075330894000004/Financial_Report.xlsx for NEE\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000753308/000075330899000009/Financial_Report.xlsx for NEE\n",
-      "  if response.status_code != 200:\n",
-      " 68%|██████▊   | 343/503 [39:11<18:49,  7.06s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000815556/000104596999000167/Financial_Report.xlsx for FAST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000815556/000104596998000274/Financial_Report.xlsx for FAST\n",
-      "  if response.status_code != 200:\n",
-      " 68%|██████▊   | 344/503 [39:17<18:21,  6.93s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001687229/000168722917000005/Financial_Report.xlsx for INVH\n",
-      "  if response.status_code != 200:\n",
-      " 69%|██████▊   | 345/503 [39:22<16:11,  6.15s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813828/000095011296001003/Financial_Report.xlsx for PARA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813828/000095011295000860/Financial_Report.xlsx for PARA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813828/000100547797000969/Financial_Report.xlsx for PARA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000813828/000095011294000847/Financial_Report.xlsx for PARA\n",
-      "  if response.status_code != 200:\n",
-      " 69%|██████▉   | 348/503 [39:36<12:50,  4.97s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000005272/000095012396001469/Financial_Report.xlsx for AIG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000005272/000095012397002720/Financial_Report.xlsx for AIG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000005272/000095012395000843/Financial_Report.xlsx for AIG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000005272/000095012399002819/Financial_Report.xlsx for AIG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000005272/000095012398003099/Financial_Report.xlsx for AIG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000005272/000095012394000660/Financial_Report.xlsx for AIG\n",
-      "  if response.status_code != 200:\n",
-      " 69%|██████▉   | 349/503 [39:45<15:49,  6.17s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000052988/000089843094000977/Financial_Report.xlsx for J\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000052988/000089843096005938/Financial_Report.xlsx for J\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000052988/000089843098004557/Financial_Report.xlsx for J\n",
-      "  if response.status_code != 200:\n",
-      " 70%|██████▉   | 350/503 [39:52<16:11,  6.35s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021344/000002134499000005/Financial_Report.xlsx for KO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021344/000002134498000004/Financial_Report.xlsx for KO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000021344/000095014494000600/Financial_Report.xlsx for KO\n",
-      "  if response.status_code != 200:\n",
-      " 70%|██████▉   | 351/503 [39:58<15:47,  6.24s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077360/000007736099000007/Financial_Report.xlsx for PNR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077360/000007736098000006/Financial_Report.xlsx for PNR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077360/000007736095000006/Financial_Report.xlsx for PNR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000077360/000007736094000065/Financial_Report.xlsx for PNR\n",
-      "  if response.status_code != 200:\n",
-      " 70%|███████   | 353/503 [40:12<16:17,  6.52s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000874761/000100515098000277/Financial_Report.xlsx for AES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000874761/000100515097000210/Financial_Report.xlsx for AES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000874761/000100515099000212/Financial_Report.xlsx for AES\n",
-      "  if response.status_code != 200:\n",
-      " 70%|███████   | 354/503 [40:19<17:08,  6.90s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000315189/000091205794000164/Financial_Report.xlsx for DE\n",
-      "  if response.status_code != 200:\n",
-      " 71%|███████   | 355/503 [40:25<16:24,  6.65s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037996/000095012495000729/Financial_Report.xlsx for F\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037996/000003799694000005/Financial_Report.xlsx for F\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000037996/000003799699000009/Financial_Report.xlsx for F\n",
-      "  if response.status_code != 200:\n",
-      " 71%|███████   | 356/503 [40:33<16:55,  6.90s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000891103/000095014497004147/Financial_Report.xlsx for MTCH\n",
-      "  if response.status_code != 200:\n",
-      " 71%|███████   | 358/503 [40:46<16:07,  6.68s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000922224/000092222497000002/Financial_Report.xlsx for PPL\n",
-      "  if response.status_code != 200:\n",
-      " 72%|███████▏  | 360/503 [40:58<15:12,  6.38s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000857005/000092701696002061/Financial_Report.xlsx for PTC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000857005/000095010995005433/Financial_Report.xlsx for PTC\n",
-      "  if response.status_code != 200:\n",
-      " 72%|███████▏  | 361/503 [41:04<14:47,  6.25s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014272/000001427299000002/Financial_Report.xlsx for BMY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014272/000001427295000004/Financial_Report.xlsx for BMY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014272/000001427298000002/Financial_Report.xlsx for BMY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014272/000001427296000002/Financial_Report.xlsx for BMY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014272/000001427294000003/Financial_Report.xlsx for BMY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000014272/000001427297000008/Financial_Report.xlsx for BMY\n",
-      "  if response.status_code != 200:\n",
-      " 72%|███████▏  | 362/503 [41:14<16:43,  7.11s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000060667/000006066794000015/Financial_Report.xlsx for LOW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000060667/000006066798000007/Financial_Report.xlsx for LOW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000060667/000006066795000003/Financial_Report.xlsx for LOW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000060667/000006066796000005/Financial_Report.xlsx for LOW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000060667/000006066797000013/Financial_Report.xlsx for LOW\n",
-      "  if response.status_code != 200:\n",
-      " 73%|███████▎  | 365/503 [41:29<13:18,  5.79s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000035527/000095015298001940/Financial_Report.xlsx for FITB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000035527/000003552794000008/Financial_Report.xlsx for FITB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000035527/000003552795000005/Financial_Report.xlsx for FITB\n",
-      "  if response.status_code != 200:\n",
-      " 73%|███████▎  | 366/503 [41:38<15:31,  6.80s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001559720/000155972021000010/Financial_Report.xlsx for ABNB\n",
-      "  if response.status_code != 200:\n",
-      " 73%|███████▎  | 367/503 [41:40<11:55,  5.26s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000915913/000091591398000004/Financial_Report.xlsx for ALB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000915913/000091591399000005/Financial_Report.xlsx for ALB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000915913/000091664197000256/Financial_Report.xlsx for ALB\n",
-      "  if response.status_code != 200:\n",
-      " 73%|███████▎  | 368/503 [41:48<13:48,  6.14s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000804328/000093639296001149/Financial_Report.xlsx for QCOM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000804328/000093639298001564/Financial_Report.xlsx for QCOM\n",
-      "  if response.status_code != 200:\n",
-      " 74%|███████▍  | 371/503 [41:59<09:16,  4.21s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000878927/000095016897000706/Financial_Report.xlsx for ODFL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000878927/000095016898000709/Financial_Report.xlsx for ODFL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000878927/000095016899000848/Financial_Report.xlsx for ODFL\n",
-      "  if response.status_code != 200:\n",
-      " 74%|███████▍  | 374/503 [42:19<12:14,  5.70s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310764/000031076494000004/Financial_Report.xlsx for SYK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310764/000031076496000004/Financial_Report.xlsx for SYK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310764/000031076495000004/Financial_Report.xlsx for SYK\n",
-      "  if response.status_code != 200:\n",
-      " 75%|███████▍  | 375/503 [42:26<13:22,  6.27s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000783325/000010781595000003/Financial_Report.xlsx for WEC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000783325/000010781599000002/Financial_Report.xlsx for WEC\n",
-      "  if response.status_code != 200:\n",
-      " 75%|███████▍  | 377/503 [42:40<13:25,  6.39s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000811156/000020153395000029/Financial_Report.xlsx for CMS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000811156/000020153397000016/Financial_Report.xlsx for CMS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000811156/000020153394000020/Financial_Report.xlsx for CMS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000811156/000020153396000043/Financial_Report.xlsx for CMS\n",
-      "  if response.status_code != 200:\n",
-      " 75%|███████▌  | 378/503 [42:48<14:19,  6.88s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024545/000002454596000003/Financial_Report.xlsx for TAP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024545/000002454595000003/Financial_Report.xlsx for TAP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024545/000002454594000002/Financial_Report.xlsx for TAP\n",
-      "  if response.status_code != 200:\n",
-      " 76%|███████▌  | 381/503 [43:09<13:51,  6.81s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024741/000095014697000367/Financial_Report.xlsx for GLW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024741/000002474196000017/Financial_Report.xlsx for GLW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024741/000002474194000033/Financial_Report.xlsx for GLW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024741/000095014699000306/Financial_Report.xlsx for GLW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024741/000095014698000390/Financial_Report.xlsx for GLW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000024741/000002474195000026/Financial_Report.xlsx for GLW\n",
-      "  if response.status_code != 200:\n",
-      " 76%|███████▌  | 382/503 [43:18<15:11,  7.54s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000107263/000095013496000927/Financial_Report.xlsx for WMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000107263/000095013495000291/Financial_Report.xlsx for WMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000107263/000095013494000275/Financial_Report.xlsx for WMB\n",
-      "  if response.status_code != 200:\n",
-      " 76%|███████▌  | 383/503 [43:26<15:25,  7.71s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858470/000095012997001243/Financial_Report.xlsx for CTRA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858470/000095012998001129/Financial_Report.xlsx for CTRA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858470/000095012994000232/Financial_Report.xlsx for CTRA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000858470/000085847099000006/Financial_Report.xlsx for CTRA\n",
-      "  if response.status_code != 200:\n",
-      " 76%|███████▋  | 384/503 [43:35<16:13,  8.18s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093410/000009341095000012/Financial_Report.xlsx for CVX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093410/000009341099000034/Financial_Report.xlsx for CVX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093410/000009341096000003/Financial_Report.xlsx for CVX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000093410/000009341094000002/Financial_Report.xlsx for CVX\n",
-      "  if response.status_code != 200:\n",
-      " 77%|███████▋  | 386/503 [43:52<15:59,  8.20s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000943452/000095012898000645/Financial_Report.xlsx for WAB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000943452/000095012899000611/Financial_Report.xlsx for WAB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000943452/000095012897000656/Financial_Report.xlsx for WAB\n",
-      "  if response.status_code != 200:\n",
-      " 77%|███████▋  | 387/503 [44:01<16:17,  8.42s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034088/000093066196000138/Financial_Report.xlsx for XOM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034088/000095013194000308/Financial_Report.xlsx for XOM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034088/000093066199000626/Financial_Report.xlsx for XOM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034088/000095010995000647/Financial_Report.xlsx for XOM\n",
-      "  if response.status_code != 200:\n",
-      " 77%|███████▋  | 389/503 [44:15<14:36,  7.69s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001579241/000157924114000007/Financial_Report.xlsx for ALLE\n",
-      "  if response.status_code != 200:\n",
-      " 78%|███████▊  | 390/503 [44:21<13:34,  7.21s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000896878/000089161898004415/Financial_Report.xlsx for INTU\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000896878/000089161899004510/Financial_Report.xlsx for INTU\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000896878/000089161896002383/Financial_Report.xlsx for INTU\n",
-      "  if response.status_code != 200:\n",
-      " 78%|███████▊  | 394/503 [44:44<10:45,  5.92s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072741/000007274199000089/Financial_Report.xlsx for ES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072741/000007274197000054/Financial_Report.xlsx for ES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072741/000007274198000076/Financial_Report.xlsx for ES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072741/000007274194000027/Financial_Report.xlsx for ES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072741/000007274196000049/Financial_Report.xlsx for ES\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072741/000007274195000017/Financial_Report.xlsx for ES\n",
-      "  if response.status_code != 200:\n",
-      " 79%|███████▊  | 395/503 [44:53<12:22,  6.87s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001050915/000095012999001324/Financial_Report.xlsx for PWR\n",
-      "  if response.status_code != 200:\n",
-      " 79%|███████▊  | 396/503 [45:00<12:15,  6.88s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106640/000095013195000626/Financial_Report.xlsx for WHR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106640/000095013196001100/Financial_Report.xlsx for WHR\n",
-      "  if response.status_code != 200:\n",
-      " 79%|███████▉  | 398/503 [45:13<11:32,  6.60s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000712515/000091205796013563/Financial_Report.xlsx for EA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000712515/000095000598000571/Financial_Report.xlsx for EA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000712515/000095000599000599/Financial_Report.xlsx for EA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000712515/000101287097001195/Financial_Report.xlsx for EA\n",
-      "  if response.status_code != 200:\n",
-      " 79%|███████▉  | 399/503 [45:19<11:15,  6.50s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001002910/000095012499002196/Financial_Report.xlsx for AEE\n",
-      "  if response.status_code != 200:\n",
-      " 80%|███████▉  | 400/503 [45:26<11:06,  6.47s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906163/000095010997002133/Financial_Report.xlsx for NVR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000906163/000092838599000765/Financial_Report.xlsx for NVR\n",
-      "  if response.status_code != 200:\n",
-      " 80%|███████▉  | 401/503 [45:33<11:21,  6.68s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000896159/000095013197007441/Financial_Report.xlsx for CB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000896159/000095013196006415/Financial_Report.xlsx for CB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000896159/000095013198006565/Financial_Report.xlsx for CB\n",
-      "  if response.status_code != 200:\n",
-      " 80%|███████▉  | 402/503 [45:41<12:04,  7.17s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006951/000089161894000267/Financial_Report.xlsx for AMAT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006951/000089161896000013/Financial_Report.xlsx for AMAT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006951/000089161897000148/Financial_Report.xlsx for AMAT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000006951/000089161898000207/Financial_Report.xlsx for AMAT\n",
-      "  if response.status_code != 200:\n",
-      " 80%|████████  | 404/503 [45:54<11:17,  6.84s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029905/000095012398003095/Financial_Report.xlsx for DOV\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029905/000095012399002715/Financial_Report.xlsx for DOV\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029905/000095012397002834/Financial_Report.xlsx for DOV\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029905/000095012394000653/Financial_Report.xlsx for DOV\n",
-      "  if response.status_code != 200:\n",
-      " 81%|████████  | 405/503 [46:02<11:34,  7.08s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000028412/000091205797011149/Financial_Report.xlsx for CMA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000028412/000095012496001434/Financial_Report.xlsx for CMA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000028412/000095012495000935/Financial_Report.xlsx for CMA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000028412/000095012498001867/Financial_Report.xlsx for CMA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000028412/000106731299000084/Financial_Report.xlsx for CMA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000028412/000095012494000655/Financial_Report.xlsx for CMA\n",
-      "  if response.status_code != 200:\n",
-      " 82%|████████▏ | 410/503 [46:31<09:07,  5.89s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055785/000005578598000059/Financial_Report.xlsx for KMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055785/000005578596000012/Financial_Report.xlsx for KMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055785/000005578595000007/Financial_Report.xlsx for KMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055785/000005578594000032/Financial_Report.xlsx for KMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055785/000005578599000011/Financial_Report.xlsx for KMB\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055785/000005578597000014/Financial_Report.xlsx for KMB\n",
-      "  if response.status_code != 200:\n",
-      " 83%|████████▎ | 415/503 [47:06<09:32,  6.51s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000823768/000095012998001354/Financial_Report.xlsx for WM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000823768/000095012999001268/Financial_Report.xlsx for WM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000823768/000095012997001363/Financial_Report.xlsx for WM\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000823768/000095013496000861/Financial_Report.xlsx for WM\n",
-      "  if response.status_code != 200:\n",
-      " 83%|████████▎ | 416/503 [47:15<10:28,  7.22s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106040/000089256998002462/Financial_Report.xlsx for WDC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106040/000089256994000280/Financial_Report.xlsx for WDC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106040/000089256996001855/Financial_Report.xlsx for WDC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000106040/000089256995000540/Financial_Report.xlsx for WDC\n",
-      "  if response.status_code != 200:\n",
-      " 83%|████████▎ | 417/503 [47:22<10:24,  7.26s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000020286/000095015296001100/Financial_Report.xlsx for CINF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000020286/000095015297002224/Financial_Report.xlsx for CINF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000020286/000095015299002420/Financial_Report.xlsx for CINF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000020286/000095015294000353/Financial_Report.xlsx for CINF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000020286/000095015295000507/Financial_Report.xlsx for CINF\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000020286/000095015298002276/Financial_Report.xlsx for CINF\n",
-      "  if response.status_code != 200:\n",
-      " 83%|████████▎ | 419/503 [47:34<08:51,  6.33s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000910606/000091060697000005/Financial_Report.xlsx for REG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000910606/000091060698000004/Financial_Report.xlsx for REG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000910606/000089706999000132/Financial_Report.xlsx for REG\n",
-      "  if response.status_code != 200:\n",
-      " 83%|████████▎ | 420/503 [47:41<09:18,  6.73s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072331/000095015294000051/Financial_Report.xlsx for NDSN\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000072331/000095015295000063/Financial_Report.xlsx for NDSN\n",
-      "  if response.status_code != 200:\n",
-      " 84%|████████▍ | 422/503 [47:54<08:53,  6.58s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000354950/000095014498005045/Financial_Report.xlsx for HD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000354950/000035495094000001/Financial_Report.xlsx for HD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000354950/000035495096000002/Financial_Report.xlsx for HD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000354950/000095014497004508/Financial_Report.xlsx for HD\n",
-      "  if response.status_code != 200:\n",
-      " 84%|████████▍ | 423/503 [48:02<09:07,  6.85s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008670/000091205795007958/Financial_Report.xlsx for ADP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008670/000104746999036331/Financial_Report.xlsx for ADP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008670/000104746998035178/Financial_Report.xlsx for ADP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008670/000095011296003416/Financial_Report.xlsx for ADP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000008670/000091205794002935/Financial_Report.xlsx for ADP\n",
-      "  if response.status_code != 200:\n",
-      " 84%|████████▍ | 424/503 [48:09<09:21,  7.11s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091576/000095015296001225/Financial_Report.xlsx for KEY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000091576/000095015294000385/Financial_Report.xlsx for KEY\n",
-      "  if response.status_code != 200:\n",
-      " 84%|████████▍ | 425/503 [48:16<09:11,  7.07s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034903/000089843294000032/Financial_Report.xlsx for FRT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034903/000092838596000186/Financial_Report.xlsx for FRT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034903/000092838597000296/Financial_Report.xlsx for FRT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000034903/000092838599000847/Financial_Report.xlsx for FRT\n",
-      "  if response.status_code != 200:\n",
-      " 85%|████████▍ | 427/503 [48:32<09:17,  7.33s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097210/000095013597001381/Financial_Report.xlsx for TER\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097210/000095013595000760/Financial_Report.xlsx for TER\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097210/000095013594000229/Financial_Report.xlsx for TER\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097210/000095013598001990/Financial_Report.xlsx for TER\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097210/000095013596001497/Financial_Report.xlsx for TER\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097210/000095013599001617/Financial_Report.xlsx for TER\n",
-      "  if response.status_code != 200:\n",
-      " 85%|████████▌ | 429/503 [48:47<09:13,  7.48s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000046080/000004608095000005/Financial_Report.xlsx for HAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000046080/000004608094000009/Financial_Report.xlsx for HAS\n",
-      "  if response.status_code != 200:\n",
-      " 86%|████████▌ | 433/503 [49:11<07:14,  6.21s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001037646/000089534598000141/Financial_Report.xlsx for MTD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001037646/000103764699000004/Financial_Report.xlsx for MTD\n",
-      "  if response.status_code != 200:\n",
-      " 86%|████████▋ | 435/503 [49:23<06:59,  6.16s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000040545/000004054594000003/Financial_Report.xlsx for GE\n",
-      "  if response.status_code != 200:\n",
-      " 87%|████████▋ | 436/503 [49:31<07:12,  6.45s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000865752/000091205797011221/Financial_Report.xlsx for MNST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000865752/000086575299000003/Financial_Report.xlsx for MNST\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000865752/000086575298000003/Financial_Report.xlsx for MNST\n",
-      "  if response.status_code != 200:\n",
-      " 87%|████████▋ | 437/503 [49:38<07:16,  6.61s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001038357/000103835798000005/Financial_Report.xlsx for PXD\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001038357/000095013499001887/Financial_Report.xlsx for PXD\n",
-      "  if response.status_code != 200:\n",
-      " 87%|████████▋ | 438/503 [49:46<07:47,  7.19s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029534/000002953497000011/Financial_Report.xlsx for DG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029534/000002953496000021/Financial_Report.xlsx for DG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029534/000002953495000015/Financial_Report.xlsx for DG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029534/000091431799000239/Financial_Report.xlsx for DG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000029534/000095014498004835/Financial_Report.xlsx for DG\n",
-      "  if response.status_code != 200:\n",
-      " 87%|████████▋ | 440/503 [50:00<07:24,  7.05s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000882835/000093176397000022/Financial_Report.xlsx for ROP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000882835/000093176398000080/Financial_Report.xlsx for ROP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000882835/000093176399000134/Financial_Report.xlsx for ROP\n",
-      "  if response.status_code != 200:\n",
-      " 88%|████████▊ | 443/503 [50:19<06:25,  6.43s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000062996/000095012499002075/Financial_Report.xlsx for MAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000062996/000095012494000563/Financial_Report.xlsx for MAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000062996/000095012498001648/Financial_Report.xlsx for MAS\n",
-      "  if response.status_code != 200:\n",
-      " 88%|████████▊ | 444/503 [50:26<06:27,  6.56s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000045012/000004501296000006/Financial_Report.xlsx for HAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000045012/000004501299000005/Financial_Report.xlsx for HAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000045012/000004501298000008/Financial_Report.xlsx for HAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000045012/000004501297000011/Financial_Report.xlsx for HAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000045012/000004501294000005/Financial_Report.xlsx for HAL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000045012/000004501295000011/Financial_Report.xlsx for HAL\n",
-      "  if response.status_code != 200:\n",
-      " 89%|████████▊ | 446/503 [50:39<06:02,  6.35s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723254/000089225198000270/Financial_Report.xlsx for CTAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723254/000072325495000006/Financial_Report.xlsx for CTAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723254/000089225197000145/Financial_Report.xlsx for CTAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723254/000072325494000007/Financial_Report.xlsx for CTAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723254/000095015299007187/Financial_Report.xlsx for CTAS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000723254/000072325496000007/Financial_Report.xlsx for CTAS\n",
-      "  if response.status_code != 200:\n",
-      " 89%|████████▉ | 447/503 [50:47<06:28,  6.93s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000882184/000088218496000011/Financial_Report.xlsx for DHI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000882184/000088218498000063/Financial_Report.xlsx for DHI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000882184/000091205799008952/Financial_Report.xlsx for DHI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000882184/000088218497000027/Financial_Report.xlsx for DHI\n",
-      "  if response.status_code != 200:\n",
-      " 89%|████████▉ | 448/503 [50:54<06:13,  6.80s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352915/000095011394000054/Financial_Report.xlsx for UHS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352915/000095011695000067/Financial_Report.xlsx for UHS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352915/000103605099000655/Financial_Report.xlsx for UHS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352915/000103605098000452/Financial_Report.xlsx for UHS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000352915/000095010997002516/Financial_Report.xlsx for UHS\n",
-      "  if response.status_code != 200:\n",
-      " 89%|████████▉ | 450/503 [51:05<05:12,  5.89s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000316709/000031670996000007/Financial_Report.xlsx for SCHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000316709/000104746998012181/Financial_Report.xlsx for SCHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000316709/000095014997000663/Financial_Report.xlsx for SCHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000316709/000031670995000002/Financial_Report.xlsx for SCHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000316709/000031670999000003/Financial_Report.xlsx for SCHW\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000316709/000095014994000076/Financial_Report.xlsx for SCHW\n",
-      "  if response.status_code != 200:\n",
-      " 90%|████████▉ | 451/503 [51:14<05:50,  6.74s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097745/000009774598000005/Financial_Report.xlsx for TMO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097745/000009774597000026/Financial_Report.xlsx for TMO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097745/000009774599000017/Financial_Report.xlsx for TMO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097745/000009774596000026/Financial_Report.xlsx for TMO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097745/000009774594000033/Financial_Report.xlsx for TMO\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000097745/000009774595000027/Financial_Report.xlsx for TMO\n",
-      "  if response.status_code != 200:\n",
-      " 90%|█████████ | 453/503 [51:27<05:27,  6.54s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000050863/000089161894000087/Financial_Report.xlsx for INTC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000050863/000005086397000020/Financial_Report.xlsx for INTC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000050863/000005086396000002/Financial_Report.xlsx for INTC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000050863/000104746999011450/Financial_Report.xlsx for INTC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000050863/000005086398000031/Financial_Report.xlsx for INTC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000050863/000005086395000004/Financial_Report.xlsx for INTC\n",
-      "  if response.status_code != 200:\n",
-      " 90%|█████████ | 454/503 [51:35<05:48,  7.11s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001060391/000095014499000670/Financial_Report.xlsx for RSG\n",
-      "  if response.status_code != 200:\n",
-      " 91%|█████████▏| 459/503 [52:07<04:55,  6.71s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047111/000004711199000057/Financial_Report.xlsx for HSY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047111/000004711197000008/Financial_Report.xlsx for HSY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047111/000004711198000080/Financial_Report.xlsx for HSY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047111/000004711195000004/Financial_Report.xlsx for HSY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047111/000004711196000010/Financial_Report.xlsx for HSY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000047111/000004711194000018/Financial_Report.xlsx for HSY\n",
-      "  if response.status_code != 200:\n",
-      " 92%|█████████▏| 461/503 [52:17<03:43,  5.33s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001000228/000088981299000849/Financial_Report.xlsx for HSIC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001000228/000100547797000911/Financial_Report.xlsx for HSIC\n",
-      "  if response.status_code != 200:\n",
-      " 92%|█████████▏| 462/503 [52:23<03:46,  5.53s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064040/000095012394000648/Financial_Report.xlsx for SPGI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064040/000095012398002945/Financial_Report.xlsx for SPGI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064040/000095012399002585/Financial_Report.xlsx for SPGI\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000064040/000095012396001306/Financial_Report.xlsx for SPGI\n",
-      "  if response.status_code != 200:\n",
-      " 92%|█████████▏| 465/503 [52:43<03:49,  6.04s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000883241/000089161898005466/Financial_Report.xlsx for SNPS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000883241/000089161896003129/Financial_Report.xlsx for SNPS\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000883241/000089161899005810/Financial_Report.xlsx for SNPS\n",
-      "  if response.status_code != 200:\n",
-      " 93%|█████████▎| 468/503 [53:01<03:32,  6.06s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000059478/000095011798000598/Financial_Report.xlsx for LLY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000059478/000005947896000001/Financial_Report.xlsx for LLY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000059478/000005947894000007/Financial_Report.xlsx for LLY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000059478/000095013199001772/Financial_Report.xlsx for LLY\n",
-      "  if response.status_code != 200:\n",
-      " 93%|█████████▎| 469/503 [53:09<03:50,  6.77s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000109380/000095014996000262/Financial_Report.xlsx for ZION\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000109380/000095014995000149/Financial_Report.xlsx for ZION\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000109380/000010938099000004/Financial_Report.xlsx for ZION\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000109380/000095014994000073/Financial_Report.xlsx for ZION\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000109380/000095014997000649/Financial_Report.xlsx for ZION\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000109380/000095014998000522/Financial_Report.xlsx for ZION\n",
-      "  if response.status_code != 200:\n",
-      " 94%|█████████▍| 472/503 [53:29<03:15,  6.31s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000831259/000083125999000002/Financial_Report.xlsx for FCX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000831259/000095010394001945/Financial_Report.xlsx for FCX\n",
-      "  if response.status_code != 200:\n",
-      " 94%|█████████▍| 475/503 [53:48<02:52,  6.18s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000056873/000095013196001197/Financial_Report.xlsx for KR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000056873/000095013197001919/Financial_Report.xlsx for KR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000056873/000005687395000014/Financial_Report.xlsx for KR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000056873/000095015299002475/Financial_Report.xlsx for KR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000056873/000005687394000035/Financial_Report.xlsx for KR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000056873/000095013198001893/Financial_Report.xlsx for KR\n",
-      "  if response.status_code != 200:\n",
-      " 95%|█████████▍| 476/503 [53:56<02:58,  6.61s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004127/000092701696000491/Financial_Report.xlsx for SWKS\n",
-      "  if response.status_code != 200:\n",
-      " 95%|█████████▍| 477/503 [54:01<02:43,  6.27s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000726728/000072672899000006/Financial_Report.xlsx for O\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000726728/000072672896000009/Financial_Report.xlsx for O\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000726728/000110465915011630/Financial_Report.xlsx for O\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000726728/000072672897000007/Financial_Report.xlsx for O\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000726728/000072672898000005/Financial_Report.xlsx for O\n",
-      "  if response.status_code != 200:\n",
-      " 95%|█████████▌| 478/503 [54:09<02:45,  6.63s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012927/000001292799000010/Financial_Report.xlsx for BA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012927/000001292797000020/Financial_Report.xlsx for BA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012927/000001292798000007/Financial_Report.xlsx for BA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012927/000001292794000004/Financial_Report.xlsx for BA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012927/000001292796000003/Financial_Report.xlsx for BA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000012927/000001292795000002/Financial_Report.xlsx for BA\n",
-      "  if response.status_code != 200:\n",
-      " 95%|█████████▌| 479/503 [54:17<02:53,  7.24s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000908255/000090825599000033/Financial_Report.xlsx for BWA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000908255/000090825597000006/Financial_Report.xlsx for BWA\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000908255/000095012496002612/Financial_Report.xlsx for BWA\n",
-      "  if response.status_code != 200:\n",
-      " 95%|█████████▌| 480/503 [54:24<02:46,  7.24s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000070858/000095016899000782/Financial_Report.xlsx for BAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000070858/000095016897000739/Financial_Report.xlsx for BAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000070858/000095016894000099/Financial_Report.xlsx for BAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000070858/000095016898000724/Financial_Report.xlsx for BAC\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000070858/000095016896000536/Financial_Report.xlsx for BAC\n",
-      "  if response.status_code != 200:\n",
-      " 96%|█████████▌| 481/503 [54:33<02:48,  7.65s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000779152/000077915299000007/Financial_Report.xlsx for JKHY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000779152/000077915295000009/Financial_Report.xlsx for JKHY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000779152/000077915297000012/Financial_Report.xlsx for JKHY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000779152/000077915296000009/Financial_Report.xlsx for JKHY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000779152/000077915298000007/Financial_Report.xlsx for JKHY\n",
-      "  if response.status_code != 200:\n",
-      " 96%|█████████▌| 482/503 [54:41<02:42,  7.73s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313616/000031361699000002/Financial_Report.xlsx for DHR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313616/000031361698000004/Financial_Report.xlsx for DHR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313616/000031361697000017/Financial_Report.xlsx for DHR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313616/000031361695000001/Financial_Report.xlsx for DHR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313616/000031361694000004/Financial_Report.xlsx for DHR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000313616/000031361696000001/Financial_Report.xlsx for DHR\n",
-      "  if response.status_code != 200:\n",
-      " 96%|█████████▌| 483/503 [54:49<02:36,  7.82s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310158/000031015894000003/Financial_Report.xlsx for MRK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310158/000031015898000004/Financial_Report.xlsx for MRK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310158/000031015897000003/Financial_Report.xlsx for MRK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310158/000031015896000005/Financial_Report.xlsx for MRK\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000310158/000031015895000005/Financial_Report.xlsx for MRK\n",
-      "  if response.status_code != 200:\n",
-      " 96%|█████████▌| 484/503 [54:57<02:30,  7.93s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055067/000095012495000907/Financial_Report.xlsx for K\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055067/000095012499002062/Financial_Report.xlsx for K\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055067/000095012496001400/Financial_Report.xlsx for K\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055067/000095012498001836/Financial_Report.xlsx for K\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000055067/000095012494000635/Financial_Report.xlsx for K\n",
-      "  if response.status_code != 200:\n",
-      " 96%|█████████▋| 485/503 [55:06<02:29,  8.33s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000217346/000021734696000008/Financial_Report.xlsx for TXT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000217346/000021734699000003/Financial_Report.xlsx for TXT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000217346/000021734698000002/Financial_Report.xlsx for TXT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000217346/000021734695000003/Financial_Report.xlsx for TXT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000217346/000021734697000001/Financial_Report.xlsx for TXT\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000217346/000021734694000009/Financial_Report.xlsx for TXT\n",
-      "  if response.status_code != 200:\n",
-      " 97%|█████████▋| 488/503 [55:30<01:57,  7.85s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010456/000091205796004966/Financial_Report.xlsx for BAX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010456/000091205794000982/Financial_Report.xlsx for BAX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010456/000095013199001586/Financial_Report.xlsx for BAX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010456/000095013197001923/Financial_Report.xlsx for BAX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010456/000095013195000701/Financial_Report.xlsx for BAX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000010456/000095013198001860/Financial_Report.xlsx for BAX\n",
-      "  if response.status_code != 200:\n",
-      " 97%|█████████▋| 489/503 [55:40<01:58,  8.47s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000031791/000003179196000004/Financial_Report.xlsx for RVTY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000031791/000003179195000012/Financial_Report.xlsx for RVTY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000031791/000095013598001768/Financial_Report.xlsx for RVTY\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000031791/000003179194000004/Financial_Report.xlsx for RVTY\n",
-      "  if response.status_code != 200:\n",
-      " 98%|█████████▊| 491/503 [55:52<01:25,  7.10s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001022079/000095014698000451/Financial_Report.xlsx for DGX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001022079/000095014699000670/Financial_Report.xlsx for DGX\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001022079/000095014697000404/Financial_Report.xlsx for DGX\n",
-      "  if response.status_code != 200:\n",
-      " 98%|█████████▊| 492/503 [55:59<01:19,  7.21s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001001250/000088981298002176/Financial_Report.xlsx for EL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0001001250/000088981299002680/Financial_Report.xlsx for EL\n",
-      "  if response.status_code != 200:\n",
-      " 98%|█████████▊| 494/503 [56:11<00:59,  6.65s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004962/000000496299000012/Financial_Report.xlsx for AXP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004962/000000496296000013/Financial_Report.xlsx for AXP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004962/000000496295000005/Financial_Report.xlsx for AXP\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000004962/000000496294000006/Financial_Report.xlsx for AXP\n",
-      "  if response.status_code != 200:\n",
-      " 99%|█████████▊| 496/503 [56:28<00:51,  7.35s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000898293/000095014497012935/Financial_Report.xlsx for JBL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000898293/000095014498013618/Financial_Report.xlsx for JBL\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000898293/000089829396000006/Financial_Report.xlsx for JBL\n",
-      "  if response.status_code != 200:\n",
-      " 99%|█████████▉| 500/503 [56:52<00:19,  6.39s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079879/000095013299000123/Financial_Report.xlsx for PPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079879/000095013295000042/Financial_Report.xlsx for PPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079879/000095013294000053/Financial_Report.xlsx for PPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079879/000095013296000098/Financial_Report.xlsx for PPG\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000079879/000095013298000141/Financial_Report.xlsx for PPG\n",
-      "  if response.status_code != 200:\n",
-      "100%|█████████▉| 501/503 [57:00<00:13,  6.79s/it]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000740260/000093066197000698/Financial_Report.xlsx for VTR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000740260/000095010996001865/Financial_Report.xlsx for VTR\n",
-      "  if response.status_code != 200:\n",
-      "/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py:69: UserWarning: Failed to download https://www.sec.gov/Archives/edgar/data/0000740260/000093176399001033/Financial_Report.xlsx for VTR\n",
-      "  if response.status_code != 200:\n",
-      "100%|██████████| 503/503 [57:13<00:00,  6.83s/it]\n"
+      "100%|██████████| 503/503 [00:00<00:00, 2730.21it/s]\n"
      ]
     }
    ],
@@ -2209,35 +57,51 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 125,
    "metadata": {},
    "outputs": [
     {
-     "ename": "FileNotFoundError",
-     "evalue": "[Errno 2] No such file or directory: '../data/sec-edgar-financials/AAPL/10-K/data/sec-edgar-filings/AAPL/10-K/0000320193-17-000070/Financial_Report.xlsx'",
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "  3%|▎         | 16/503 [00:59<30:04,  3.71s/it]\n"
+     ]
+    },
+    {
+     "ename": "ValueError",
+     "evalue": "No revenue found for file ../data/sec-edgar-filings/AEE/10-K/0001002910-21-000065/Financial_Report.xlsx",
      "output_type": "error",
      "traceback": [
       "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[23], line 4\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mstockMarket\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msec_edgar\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfinancialReportReader\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m FinancialReportReader\n\u001b[1;32m      3\u001b[0m reader \u001b[38;5;241m=\u001b[39m FinancialReportReader(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m../data/sec-edgar-financials/AAPL/10-K/data/sec-edgar-filings/AAPL/10-K/0000320193-17-000070/Financial_Report.xlsx\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m----> 4\u001b[0m \u001b[43mreader\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/Trading/stockMarket/stockMarket/sec_edgar/financialReportReader.py:9\u001b[0m, in \u001b[0;36mFinancialReportReader.read\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mread\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m----> 9\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_income\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     10\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mread_balance()\n\u001b[1;32m     11\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mread_cashflow()\n",
-      "File \u001b[0;32m~/Trading/stockMarket/stockMarket/sec_edgar/financialReportReader.py:16\u001b[0m, in \u001b[0;36mFinancialReportReader.read_income\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mread_income\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m     14\u001b[0m     sheet_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mConsolidated Statements of Inco\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 16\u001b[0m     df \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_read_sheet\u001b[49m\u001b[43m(\u001b[49m\u001b[43msheet_name\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     18\u001b[0m     key_column \u001b[38;5;241m=\u001b[39m df\u001b[38;5;241m.\u001b[39mcolumns[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m     19\u001b[0m     date \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_read_date(df)\n",
-      "File \u001b[0;32m~/Trading/stockMarket/stockMarket/sec_edgar/financialReportReader.py:47\u001b[0m, in \u001b[0;36mFinancialReportReader._read_sheet\u001b[0;34m(self, sheet_name)\u001b[0m\n\u001b[1;32m     46\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_read_sheet\u001b[39m(\u001b[38;5;28mself\u001b[39m, sheet_name):\n\u001b[0;32m---> 47\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_excel\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfilename\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msheet_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msheet_name\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/Trading/stockMarket/.venv/lib/python3.11/site-packages/pandas/util/_decorators.py:211\u001b[0m, in \u001b[0;36mdeprecate_kwarg.<locals>._deprecate_kwarg.<locals>.wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    209\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    210\u001b[0m         kwargs[new_arg_name] \u001b[38;5;241m=\u001b[39m new_arg_value\n\u001b[0;32m--> 211\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/Trading/stockMarket/.venv/lib/python3.11/site-packages/pandas/util/_decorators.py:331\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments.<locals>.decorate.<locals>.wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    325\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[1;32m    326\u001b[0m     warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m    327\u001b[0m         msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39m_format_argument_list(allow_args)),\n\u001b[1;32m    328\u001b[0m         \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[1;32m    329\u001b[0m         stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[1;32m    330\u001b[0m     )\n\u001b[0;32m--> 331\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/Trading/stockMarket/.venv/lib/python3.11/site-packages/pandas/io/excel/_base.py:482\u001b[0m, in \u001b[0;36mread_excel\u001b[0;34m(io, sheet_name, header, names, index_col, usecols, squeeze, dtype, engine, converters, true_values, false_values, skiprows, nrows, na_values, keep_default_na, na_filter, verbose, parse_dates, date_parser, thousands, decimal, comment, skipfooter, convert_float, mangle_dupe_cols, storage_options)\u001b[0m\n\u001b[1;32m    480\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(io, ExcelFile):\n\u001b[1;32m    481\u001b[0m     should_close \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m--> 482\u001b[0m     io \u001b[38;5;241m=\u001b[39m \u001b[43mExcelFile\u001b[49m\u001b[43m(\u001b[49m\u001b[43mio\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mengine\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    483\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m engine \u001b[38;5;129;01mand\u001b[39;00m engine \u001b[38;5;241m!=\u001b[39m io\u001b[38;5;241m.\u001b[39mengine:\n\u001b[1;32m    484\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m    485\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEngine should not be specified when passing \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    486\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124man ExcelFile - ExcelFile already has the engine set\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    487\u001b[0m     )\n",
-      "File \u001b[0;32m~/Trading/stockMarket/.venv/lib/python3.11/site-packages/pandas/io/excel/_base.py:1652\u001b[0m, in \u001b[0;36mExcelFile.__init__\u001b[0;34m(self, path_or_buffer, engine, storage_options)\u001b[0m\n\u001b[1;32m   1650\u001b[0m     ext \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxls\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1651\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1652\u001b[0m     ext \u001b[38;5;241m=\u001b[39m \u001b[43minspect_excel_format\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1653\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcontent_or_path\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\n\u001b[1;32m   1654\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1655\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m ext \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m   1656\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m   1657\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mExcel file format cannot be determined, you must specify \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1658\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124man engine manually.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1659\u001b[0m         )\n",
-      "File \u001b[0;32m~/Trading/stockMarket/.venv/lib/python3.11/site-packages/pandas/io/excel/_base.py:1525\u001b[0m, in \u001b[0;36minspect_excel_format\u001b[0;34m(content_or_path, storage_options)\u001b[0m\n\u001b[1;32m   1522\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(content_or_path, \u001b[38;5;28mbytes\u001b[39m):\n\u001b[1;32m   1523\u001b[0m     content_or_path \u001b[38;5;241m=\u001b[39m BytesIO(content_or_path)\n\u001b[0;32m-> 1525\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1526\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcontent_or_path\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mis_text\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\n\u001b[1;32m   1527\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m handle:\n\u001b[1;32m   1528\u001b[0m     stream \u001b[38;5;241m=\u001b[39m handle\u001b[38;5;241m.\u001b[39mhandle\n\u001b[1;32m   1529\u001b[0m     stream\u001b[38;5;241m.\u001b[39mseek(\u001b[38;5;241m0\u001b[39m)\n",
-      "File \u001b[0;32m~/Trading/stockMarket/.venv/lib/python3.11/site-packages/pandas/io/common.py:865\u001b[0m, in \u001b[0;36mget_handle\u001b[0;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[1;32m    856\u001b[0m         handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(\n\u001b[1;32m    857\u001b[0m             handle,\n\u001b[1;32m    858\u001b[0m             ioargs\u001b[38;5;241m.\u001b[39mmode,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    861\u001b[0m             newline\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m    862\u001b[0m         )\n\u001b[1;32m    863\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    864\u001b[0m         \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[0;32m--> 865\u001b[0m         handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    866\u001b[0m     handles\u001b[38;5;241m.\u001b[39mappend(handle)\n\u001b[1;32m    868\u001b[0m \u001b[38;5;66;03m# Convert BytesIO or file objects passed with an encoding\u001b[39;00m\n",
-      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '../data/sec-edgar-financials/AAPL/10-K/data/sec-edgar-filings/AAPL/10-K/0000320193-17-000070/Financial_Report.xlsx'"
+      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[125], line 15\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;241m14\u001b[39m \u001b[38;5;241m<\u001b[39m \u001b[38;5;28mint\u001b[39m(file\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m-\u001b[39m\u001b[38;5;124m\"\u001b[39m)[\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m2\u001b[39m]) \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m24\u001b[39m:\n\u001b[1;32m     14\u001b[0m     reader \u001b[38;5;241m=\u001b[39m FinancialReportReader(file)\n\u001b[0;32m---> 15\u001b[0m     \u001b[43mreader\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[0;32m~/projects/stockMarket/stockMarket/sec_edgar/financialReportReader.py:15\u001b[0m, in \u001b[0;36mFinancialReportReader.read\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     14\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mread\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m---> 15\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_income\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[0;32m~/projects/stockMarket/stockMarket/sec_edgar/financialReportReader.py:42\u001b[0m, in \u001b[0;36mFinancialReportReader.read_income\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     27\u001b[0m \u001b[38;5;66;03m# higher weight on total revenue\u001b[39;00m\n\u001b[1;32m     28\u001b[0m income_keys \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m     29\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrevenue\u001b[39m\u001b[38;5;124m\"\u001b[39m: {\n\u001b[1;32m     30\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msales\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1\u001b[39m,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     39\u001b[0m     },\n\u001b[1;32m     40\u001b[0m }\n\u001b[0;32m---> 42\u001b[0m revenue \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_value_from_df\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m     43\u001b[0m \u001b[43m    \u001b[49m\u001b[43mdf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrevenue\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkey_column\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mincome_keys\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[0;32m~/projects/stockMarket/stockMarket/sec_edgar/financialReportReader.py:110\u001b[0m, in \u001b[0;36mFinancialReportReader._get_value_from_df\u001b[0;34m(self, df, key_to_find, key_column, key_dict)\u001b[0m\n\u001b[1;32m    107\u001b[0m     values\u001b[38;5;241m.\u001b[39mappend(single_key_values)\n\u001b[1;32m    109\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(values) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m--> 110\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m    111\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNo revenue found for file \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfilename\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m    112\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(values) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m    113\u001b[0m     values \u001b[38;5;241m=\u001b[39m [value[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;28;01mfor\u001b[39;00m value \u001b[38;5;129;01min\u001b[39;00m values]\n",
+      "\u001b[0;31mValueError\u001b[0m: No revenue found for file ../data/sec-edgar-filings/AEE/10-K/0001002910-21-000065/Financial_Report.xlsx"
      ]
     }
    ],
    "source": [
+    "import glob\n",
+    "\n",
     "from stockMarket.sec_edgar.financialReportReader import FinancialReportReader\n",
+    "from tqdm import tqdm\n",
+    "\n",
+    "for ticker in tqdm(tickers):\n",
+    "    files = glob.glob(f\"../data/sec-edgar-filings/{ticker}/10-K/*/Financial_Report.xlsx\")\n",
+    "    \n",
+    "    if ticker in [\"MTB\", \"NVR\"]:\n",
+    "        continue\n",
+    "    \n",
+    "    #something wrong with the statement\n",
+    "    if ticker in [\"AEE\"]:\n",
+    "        continue\n",
     "\n",
-    "reader = FinancialReportReader(\"../data/sec-edgar-financials/AAPL/10-K/data/sec-edgar-filings/AAPL/10-K/0000320193-17-000070/Financial_Report.xlsx\")\n",
-    "reader.read()"
+    "    for file in files:\n",
+    "        if 14 < int(file.split(\"-\")[-2]) <= 24:\n",
+    "            reader = FinancialReportReader(file)\n",
+    "            reader.read()"
    ]
   }
  ],
@@ -2257,7 +121,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.6"
+   "version": "3.12.1"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/10k_xlsx_problems.txt b/notebooks/10k_xlsx_problems.txt
index a74fd6a8..9cafda79 100644
--- a/notebooks/10k_xlsx_problems.txt
+++ b/notebooks/10k_xlsx_problems.txt
@@ -1,2773 +1,1078 @@
-100%|██████████| 1/1 [
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-]
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000900075/000091205796023870/Financial_Report.xlsx for CPRT
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000101829/000010182995000012/Financial_Report.xlsx for RTX
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000101829/000010182998000007/Financial_Report.xlsx for RTX
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000101829/000010182996000008/Financial_Report.xlsx for RTX
-  if response.status_code != 200:
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000101829/000010182994000019/Financial_Report.xlsx for RTX
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-  if response.status_code != 200:
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000027419/000104746999014435/Financial_Report.xlsx for TGT
-  if response.status_code != 200:
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000796343/000091205795000843/Financial_Report.xlsx for ADBE
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000814547/000095000595000341/Financial_Report.xlsx for FICO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000814547/000095000599001105/Financial_Report.xlsx for FICO
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-  if response.status_code != 200:
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000006281/000095013598000301/Financial_Report.xlsx for ADI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000006281/000095013599000361/Financial_Report.xlsx for ADI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000720005/000072000599000025/Financial_Report.xlsx for RJF
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000072971/000104596998000259/Financial_Report.xlsx for WFC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000009389/000000938998000005/Financial_Report.xlsx for BALL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000009389/000000938997000006/Financial_Report.xlsx for BALL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000728535/000091205796005725/Financial_Report.xlsx for JBHT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000885725/000095013598002085/Financial_Report.xlsx for BSX
-  if response.status_code != 200:
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+www.sec.gov/Archives/edgar/data/0000885725/000095013598002085/Financial_Report.xlsx for BSX
+www.sec.gov/Archives/edgar/data/0000885725/000095013599001755/Financial_Report.xlsx for BSX
+www.sec.gov/Archives/edgar/data/0000002488/000101287099000892/Financial_Report.xlsx for AMD
+www.sec.gov/Archives/edgar/data/0000002488/000089161894000068/Financial_Report.xlsx for AMD
+www.sec.gov/Archives/edgar/data/0000002488/000101287097000533/Financial_Report.xlsx for AMD
+www.sec.gov/Archives/edgar/data/0000002488/000095013195000530/Financial_Report.xlsx for AMD
+www.sec.gov/Archives/edgar/data/0000078003/000091205796005586/Financial_Report.xlsx for PFE
+www.sec.gov/Archives/edgar/data/0000078003/000091205795001635/Financial_Report.xlsx for PFE
+www.sec.gov/Archives/edgar/data/0000078003/000093041399000431/Financial_Report.xlsx for PFE
+www.sec.gov/Archives/edgar/data/0000078003/000089155494000029/Financial_Report.xlsx for PFE
+www.sec.gov/Archives/edgar/data/0000078003/000095011697000605/Financial_Report.xlsx for PFE
+www.sec.gov/Archives/edgar/data/0000832101/000095012495000765/Financial_Report.xlsx for IEX
 ]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 49: UserWarning: No 10-K reports found for KVUE with cik 0001944048
-  warnings.warn(message, UserWarning)
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000076334/000007633495000021/Financial_Report.xlsx for PH
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000076334/000007633494000021/Financial_Report.xlsx for PH
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000076334/000007633496000032/Financial_Report.xlsx for PH
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-    20: 59<31: 04,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000711404/000095011794000020/Financial_Report.xlsx for COO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000711404/000095011797000110/Financial_Report.xlsx for COO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000711404/000095011798000109/Financial_Report.xlsx for COO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000711404/000095011795000007/Financial_Report.xlsx for COO
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-    21: 06<32: 41,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000788784/000078878495000002/Financial_Report.xlsx for PEG
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000788784/000078878496000002/Financial_Report.xlsx for PEG
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000788784/000078878497000011/Financial_Report.xlsx for PEG
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000788784/000095012394000422/Financial_Report.xlsx for PEG
-  if response.status_code != 200: 36%|███▌      | 180/503 [
-    21: 29<36: 30,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000064803/000089109295000026/Financial_Report.xlsx for CVS
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000064803/000095011094000133/Financial_Report.xlsx for CVS
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000064803/000102986999000377/Financial_Report.xlsx for CVS
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000064803/000089109296000050/Financial_Report.xlsx for CVS
-  if response.status_code != 200: 36%|███▌      | 181/503 [
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004904/000000490499000027/Financial_Report.xlsx for AEP
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004904/000000490497000038/Financial_Report.xlsx for AEP
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004904/000000490498000024/Financial_Report.xlsx for AEP
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004904/000000490496000034/Financial_Report.xlsx for AEP
-  if response.status_code != 200: 37%|███▋      | 185/503 [
-    22: 02<34: 02,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096021/000095012999004159/Financial_Report.xlsx for SYY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096021/000095012998004031/Financial_Report.xlsx for SYY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096021/000095012995001268/Financial_Report.xlsx for SYY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096021/000095012997003937/Financial_Report.xlsx for SYY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096021/000095012996002272/Financial_Report.xlsx for SYY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096021/000095012994000711/Financial_Report.xlsx for SYY
-  if response.status_code != 200: 37%|███▋      | 186/503 [
-    22: 10<37: 25,
-    7.08s/it
-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008818/000089843097001251/Financial_Report.xlsx for AVY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008818/000089843094000185/Financial_Report.xlsx for AVY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008818/000089843098001084/Financial_Report.xlsx for AVY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008818/000089843096001108/Financial_Report.xlsx for AVY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008818/000089843099001342/Financial_Report.xlsx for AVY
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008818/000089843095000424/Financial_Report.xlsx for AVY
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-    22: 19<39: 50,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000715957/000091664195000051/Financial_Report.xlsx for D
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000715957/000091664198000261/Financial_Report.xlsx for D
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-    22: 32<35: 19,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000073309/000095016896000539/Financial_Report.xlsx for NUE
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000073309/000095016895000206/Financial_Report.xlsx for NUE
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000073309/000095016894000089/Financial_Report.xlsx for NUE
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-    22: 39<35: 31,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0001041061/000104106198000004/Financial_Report.xlsx for YUM
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0001041061/000104106199000003/Financial_Report.xlsx for YUM
-  if response.status_code != 200: 38%|███▊      | 191/503 [
-    22: 47<37: 19,
-    7.18s/it
-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000858877/000089161897004205/Financial_Report.xlsx for CSCO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000858877/000095014996001640/Financial_Report.xlsx for CSCO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000858877/000089161898004310/Financial_Report.xlsx for CSCO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000858877/000095014995000673/Financial_Report.xlsx for CSCO
-  if response.status_code != 200: 39%|███▉      | 195/503 [
-    23: 08<28: 44,
-    5.60s/it
-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000877212/000104746998011739/Financial_Report.xlsx for ZBRA
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000877212/000104746999012926/Financial_Report.xlsx for ZBRA
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000877212/000087721297000002/Financial_Report.xlsx for ZBRA
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-    23: 21<30: 33,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000731802/000073180294000018/Financial_Report.xlsx for ATO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000731802/000093066197002911/Financial_Report.xlsx for ATO
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-    23: 27<31: 01,
-    6.10s/it
-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000895421/000095013098000803/Financial_Report.xlsx for MS
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-    23: 34<32: 00,
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000859737/000095010995005384/Financial_Report.xlsx for HOLX
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000859737/000092701697003452/Financial_Report.xlsx for HOLX
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000859737/000092701696002077/Financial_Report.xlsx for HOLX
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000859737/000092701698004351/Financial_Report.xlsx for HOLX
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-    23: 48<33: 09,
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000200406/000095012394000687/Financial_Report.xlsx for JNJ
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000089800/000095015298001897/Financial_Report.xlsx for SHW
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000089800/000095015295000337/Financial_Report.xlsx for SHW
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000089800/000095015294000268/Financial_Report.xlsx for SHW
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000912595/000091259598000005/Financial_Report.xlsx for MAA
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-    24: 51<26: 08,
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000849399/000089161899002972/Financial_Report.xlsx for GEN
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000849399/000089161898002744/Financial_Report.xlsx for GEN
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000063754/000104746999007167/Financial_Report.xlsx for MKC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000063754/000104746998007373/Financial_Report.xlsx for MKC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000021665/000095011296000868/Financial_Report.xlsx for CL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004447/000095012399002682/Financial_Report.xlsx for HES
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004447/000095012398003112/Financial_Report.xlsx for HES
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000798354/000095013198001255/Financial_Report.xlsx for FI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000798354/000079835496000009/Financial_Report.xlsx for FI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000798354/000079835497000004/Financial_Report.xlsx for FI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000798354/000079835495000007/Financial_Report.xlsx for FI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000101778/000095012894000051/Financial_Report.xlsx for MRO
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000101778/000095013297000130/Financial_Report.xlsx for MRO
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051644/000005164499000011/Financial_Report.xlsx for IPG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051644/000005164498000011/Financial_Report.xlsx for IPG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051644/000005164495000029/Financial_Report.xlsx for IPG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000842023/000084202396000003/Financial_Report.xlsx for TECH
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000100885/000010088594000006/Financial_Report.xlsx for UNP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000100885/000095013498002114/Financial_Report.xlsx for UNP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000092230/000092838597000444/Financial_Report.xlsx for TFC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000092230/000095010999000901/Financial_Report.xlsx for TFC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000092122/000009212299000040/Financial_Report.xlsx for SO
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000092122/000009212295000038/Financial_Report.xlsx for SO
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789570/000089843094000218/Financial_Report.xlsx for MGM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789570/000089843096001054/Financial_Report.xlsx for MGM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789570/000089843097001157/Financial_Report.xlsx for MGM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789019/000103221099001375/Financial_Report.xlsx for MSFT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789019/000101706297001764/Financial_Report.xlsx for MSFT
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789019/000103221098001067/Financial_Report.xlsx for MSFT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789019/000089102094000175/Financial_Report.xlsx for MSFT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000789019/000089102095000433/Financial_Report.xlsx for MSFT
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096943/000089322094000170/Financial_Report.xlsx for TFX
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096943/000089322095000165/Financial_Report.xlsx for TFX
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000096943/000089322099000364/Financial_Report.xlsx for TFX
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000037785/000095013199001733/Financial_Report.xlsx for FMC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000037785/000095013196001103/Financial_Report.xlsx for FMC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000037785/000095013198001790/Financial_Report.xlsx for FMC
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000898173/000095013197002239/Financial_Report.xlsx for ORLY
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0001037038/000095012398006280/Financial_Report.xlsx for RL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000945841/000089924397000484/Financial_Report.xlsx for POOL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000945841/000095013198001968/Financial_Report.xlsx for POOL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000023217/000002321796000029/Financial_Report.xlsx for CAG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000023217/000002321795000021/Financial_Report.xlsx for CAG
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000023217/000002321794000020/Financial_Report.xlsx for CAG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000023217/000104746998033094/Financial_Report.xlsx for CAG
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-    29: 48<26: 58,
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000860730/000093066198000717/Financial_Report.xlsx for HCA
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000860730/000091205794001227/Financial_Report.xlsx for HCA
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000899051/000089905197000017/Financial_Report.xlsx for ALL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000940944/000094094499000079/Financial_Report.xlsx for DRI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000731766/000091205797010848/Financial_Report.xlsx for UNH
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000721371/000095015299007328/Financial_Report.xlsx for CAH
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000721371/000095015295002183/Financial_Report.xlsx for CAH
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000277948/000027794894000002/Financial_Report.xlsx for CSX
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000906107/000095013199001583/Financial_Report.xlsx for EQR
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000906107/000095013198001828/Financial_Report.xlsx for EQR
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051434/000095011594000073/Financial_Report.xlsx for IP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051434/000104746998012606/Financial_Report.xlsx for IP
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051434/000091205797010800/Financial_Report.xlsx for IP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000018230/000001823094000007/Financial_Report.xlsx for CAT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000026172/000002617299000002/Financial_Report.xlsx for CMI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000026172/000002617298000004/Financial_Report.xlsx for CMI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000026172/000002617294000003/Financial_Report.xlsx for CMI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000026172/000002617296000002/Financial_Report.xlsx for CMI
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004977/000000497798000006/Financial_Report.xlsx for AFL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004977/000000497797000009/Financial_Report.xlsx for AFL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004977/000000497799000010/Financial_Report.xlsx for AFL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000004977/000000497796000006/Financial_Report.xlsx for AFL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000815097/000081509798000005/Financial_Report.xlsx for CCL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000815097/000081509796000001/Financial_Report.xlsx for CCL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000909832/000091205799007381/Financial_Report.xlsx for COST
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000105770/000095011595000063/Financial_Report.xlsx for WST
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000021076/000002107696000004/Financial_Report.xlsx for CLX
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000021076/000002107699000008/Financial_Report.xlsx for CLX
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000769397/000092962497000492/Financial_Report.xlsx for ADSK
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000749251/000095012397010331/Financial_Report.xlsx for IT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000007084/000000708495000024/Financial_Report.xlsx for ADM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000007084/000000708494000015/Financial_Report.xlsx for ADM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000007084/000000708497000032/Financial_Report.xlsx for ADM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000007084/000000708496000017/Financial_Report.xlsx for ADM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000007084/000000708498000029/Financial_Report.xlsx for ADM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051143/000104746999011848/Financial_Report.xlsx for IBM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000051143/000091205797010483/Financial_Report.xlsx for IBM
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0001048911/000104746999032609/Financial_Report.xlsx for FDX
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000100517/000010051799000005/Financial_Report.xlsx for UAL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000100517/000010051798000010/Financial_Report.xlsx for UAL
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000093556/000095013697000279/Financial_Report.xlsx for SWK
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000093556/000009355694000005/Financial_Report.xlsx for SWK
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000093556/000095014695000153/Financial_Report.xlsx for SWK
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000093556/000095013698000631/Financial_Report.xlsx for SWK
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000093556/000095012396001342/Financial_Report.xlsx for SWK
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000097476/000009747694000013/Financial_Report.xlsx for TXN
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000097476/000009747697000003/Financial_Report.xlsx for TXN
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000097476/000009747698000008/Financial_Report.xlsx for TXN
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000320193/000032019394000016/Financial_Report.xlsx for AAPL
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000320193/000091205799010244/Financial_Report.xlsx for AAPL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000320193/000032019395000016/Financial_Report.xlsx for AAPL
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000320193/000104746997006960/Financial_Report.xlsx for AAPL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000874766/000094857299000004/Financial_Report.xlsx for HIG
-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000874766/000094857298000007/Financial_Report.xlsx for HIG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000764180/000095014696000483/Financial_Report.xlsx for MO
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000764180/000095013094000396/Financial_Report.xlsx for MO
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000354950/000035495094000001/Financial_Report.xlsx for HD
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008670/000104746999036331/Financial_Report.xlsx for ADP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000008670/000104746998035178/Financial_Report.xlsx for ADP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000091576/000095015294000385/Financial_Report.xlsx for KEY
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000034903/000092838596000186/Financial_Report.xlsx for FRT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000034903/000092838597000296/Financial_Report.xlsx for FRT
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000097210/000095013595000760/Financial_Report.xlsx for TER
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000097210/000095013598001990/Financial_Report.xlsx for TER
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000865752/000086575299000003/Financial_Report.xlsx for MNST
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000865752/000086575298000003/Financial_Report.xlsx for MNST
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000029534/000002953496000021/Financial_Report.xlsx for DG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000029534/000002953495000015/Financial_Report.xlsx for DG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000029534/000091431799000239/Financial_Report.xlsx for DG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000029534/000095014498004835/Financial_Report.xlsx for DG
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000882835/000093176398000080/Financial_Report.xlsx for ROP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000882835/000093176399000134/Financial_Report.xlsx for ROP
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000045012/000004501299000005/Financial_Report.xlsx for HAL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000045012/000004501298000008/Financial_Report.xlsx for HAL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000045012/000004501297000011/Financial_Report.xlsx for HAL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000045012/000004501294000005/Financial_Report.xlsx for HAL
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000045012/000004501295000011/Financial_Report.xlsx for HAL
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000723254/000072325495000006/Financial_Report.xlsx for CTAS
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000723254/000089225197000145/Financial_Report.xlsx for CTAS
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000723254/000072325494000007/Financial_Report.xlsx for CTAS
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000723254/000072325496000007/Financial_Report.xlsx for CTAS
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000882184/000088218498000063/Financial_Report.xlsx for DHI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000882184/000088218497000027/Financial_Report.xlsx for DHI
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000352915/000095011695000067/Financial_Report.xlsx for UHS
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-  if response.status_code != 200:
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000316709/000104746998012181/Financial_Report.xlsx for SCHW
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000316709/000095014997000663/Financial_Report.xlsx for SCHW
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000316709/000031670995000002/Financial_Report.xlsx for SCHW
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000316709/000031670999000003/Financial_Report.xlsx for SCHW
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000097745/000009774599000017/Financial_Report.xlsx for TMO
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-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000050863/000104746999011450/Financial_Report.xlsx for INTC
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-  if response.status_code != 200:
-/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0000047111/000004711197000008/Financial_Report.xlsx for HSY
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-  if response.status_code != 200:
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-]/home/jag/Trading/stockMarket/stockMarket/sec_edgar/downloader.py: 69: UserWarning: Failed to download https: //www.sec.gov/Archives/edgar/data/0001022079/000095014698000451/Financial_Report.xlsx for DGX
-  if response.status_code != 200:
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\ No newline at end of file
diff --git a/notebooks/btc_trade.ipynb b/notebooks/btc_trade.ipynb
index 448a70ee..479cb181 100644
--- a/notebooks/btc_trade.ipynb
+++ b/notebooks/btc_trade.ipynb
@@ -2,21 +2,50 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:tvDatafeed.main:you are using nologin method, data you access may be limited\n"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "Initial price: 57625.0\n",
       "Maximum price: 57625.0\n",
+      "Last price: 56855.0\n",
       "Sell price: 46100.0\n"
      ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7fef99b23e00>]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
     "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
     "\n",
     "from tvDatafeed import TvDatafeed\n",
     "\n",
@@ -39,7 +68,11 @@
     "\n",
     "print(f\"Initial price: {initial_price}\")\n",
     "print(f\"Maximum price: {maximum_price}\")\n",
-    "print(f\"Sell price: {sell_price}\")"
+    "print(f\"Last price: {data.close.iloc[-1]}\")\n",
+    "print(f\"Sell price: {sell_price}\")\n",
+    "\n",
+    "bool_array[-1] = True\n",
+    "plt.plot(data[bool_array].close)"
    ]
   }
  ],
@@ -59,7 +92,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.6"
+   "version": "3.12.1"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/current_assets_coverage_ratio.png b/notebooks/current_assets_coverage_ratio.png
new file mode 100644
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diff --git a/notebooks/dynamic_gearing.png b/notebooks/dynamic_gearing.png
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diff --git a/notebooks/equity_ratio.png b/notebooks/equity_ratio.png
new file mode 100644
index 00000000..5721924b
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diff --git a/notebooks/gearing.png b/notebooks/gearing.png
new file mode 100644
index 00000000..c66fe1e6
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diff --git a/notebooks/goodwill.png b/notebooks/goodwill.png
new file mode 100644
index 00000000..fcbe3e10
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diff --git a/notebooks/netto_margin.png b/notebooks/netto_margin.png
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diff --git a/notebooks/pbg.png b/notebooks/pbg.png
new file mode 100644
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diff --git a/notebooks/peg.png b/notebooks/peg.png
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diff --git a/notebooks/pfcg.png b/notebooks/pfcg.png
new file mode 100644
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diff --git a/notebooks/prg.png b/notebooks/prg.png
new file mode 100644
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diff --git a/notebooks/ranking.ipynb b/notebooks/ranking.ipynb
index d77bf149..416ef015 100644
--- a/notebooks/ranking.ipynb
+++ b/notebooks/ranking.ipynb
@@ -2,7 +2,7 @@
     "cells": [
         {
             "cell_type": "code",
-            "execution_count": 2,
+            "execution_count": 1,
             "metadata": {},
             "outputs": [],
             "source": [
@@ -25,15 +25,18 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 10,
+            "execution_count": 15,
             "metadata": {},
             "outputs": [
                 {
-                    "name": "stdout",
-                    "output_type": "stream",
-                    "text": [
-                        "Balance sheet assertion passed\n"
-                    ]
+                    "data": {
+                        "text/plain": [
+                            "array([307394., 282836., 257637., 182527., 161857., 136819.])"
+                        ]
+                    },
+                    "execution_count": 15,
+                    "metadata": {},
+                    "output_type": "execute_result"
                 }
             ],
             "source": [
@@ -43,7 +46,7 @@
                 "ticker = Contract(ticker='GOOG')\n",
                 "test_contracts = populate_contracts(ticker)\n",
                 "contract = test_contracts[0]\n",
-                "contract.assert_balance"
+                "contract.revenue"
             ]
         },
         {
@@ -55,67 +58,9 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 5,
+            "execution_count": 4,
             "metadata": {},
-            "outputs": [
-                {
-                    "name": "stderr",
-                    "output_type": "stream",
-                    "text": [
-                        "[autoreload of stockMarket.core.financialStatement.balance failed: Traceback (most recent call last):\n",
-                        "  File \"/home/jag/Trading/stockMarket/.venv/lib/python3.11/site-packages/IPython/extensions/autoreload.py\", line 276, in check\n",
-                        "    superreload(m, reload, self.old_objects)\n",
-                        "  File \"/home/jag/Trading/stockMarket/.venv/lib/python3.11/site-packages/IPython/extensions/autoreload.py\", line 475, in superreload\n",
-                        "    module = reload(module)\n",
-                        "             ^^^^^^^^^^^^^^\n",
-                        "  File \"/usr/lib/python3.11/importlib/__init__.py\", line 169, in reload\n",
-                        "    _bootstrap._exec(spec, module)\n",
-                        "  File \"<frozen importlib._bootstrap>\", line 621, in _exec\n",
-                        "  File \"<frozen importlib._bootstrap_external>\", line 936, in exec_module\n",
-                        "  File \"<frozen importlib._bootstrap_external>\", line 1074, in get_code\n",
-                        "  File \"<frozen importlib._bootstrap_external>\", line 1004, in source_to_code\n",
-                        "  File \"<frozen importlib._bootstrap>\", line 241, in _call_with_frames_removed\n",
-                        "  File \"/home/jag/Trading/stockMarket/stockMarket/core/financialStatement/balance.py\", line 83\n",
-                        "    def book_value\n",
-                        "                  ^\n",
-                        "SyntaxError: expected '('\n",
-                        "]\n",
-                        "[autoreload of stockMarket.core.financialStatement.balance failed: Traceback (most recent call last):\n",
-                        "  File \"/home/jag/Trading/stockMarket/.venv/lib/python3.11/site-packages/IPython/extensions/autoreload.py\", line 276, in check\n",
-                        "    superreload(m, reload, self.old_objects)\n",
-                        "  File \"/home/jag/Trading/stockMarket/.venv/lib/python3.11/site-packages/IPython/extensions/autoreload.py\", line 475, in superreload\n",
-                        "    module = reload(module)\n",
-                        "             ^^^^^^^^^^^^^^\n",
-                        "  File \"/usr/lib/python3.11/importlib/__init__.py\", line 169, in reload\n",
-                        "    _bootstrap._exec(spec, module)\n",
-                        "  File \"<frozen importlib._bootstrap>\", line 621, in _exec\n",
-                        "  File \"<frozen importlib._bootstrap_external>\", line 936, in exec_module\n",
-                        "  File \"<frozen importlib._bootstrap_external>\", line 1074, in get_code\n",
-                        "  File \"<frozen importlib._bootstrap_external>\", line 1004, in source_to_code\n",
-                        "  File \"<frozen importlib._bootstrap>\", line 241, in _call_with_frames_removed\n",
-                        "  File \"/home/jag/Trading/stockMarket/stockMarket/core/financialStatement/balance.py\", line 83\n",
-                        "    def book_value\n",
-                        "                  ^\n",
-                        "SyntaxError: expected '('\n",
-                        "]\n"
-                    ]
-                },
-                {
-                    "ename": "KeyboardInterrupt",
-                    "evalue": "",
-                    "output_type": "error",
-                    "traceback": [
-                        "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-                        "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
-                        "Cell \u001b[0;32mIn[5], line 5\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mstockMarket\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mapi\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m populate_contracts\n\u001b[1;32m      4\u001b[0m tickers \u001b[38;5;241m=\u001b[39m get_tickers_from_index(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124msp500\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m----> 5\u001b[0m contracts \u001b[38;5;241m=\u001b[39m \u001b[43mpopulate_contracts\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtickers\u001b[49m\u001b[43m)\u001b[49m\n",
-                        "File \u001b[0;32m~/Trading/stockMarket/stockMarket/api.py:25\u001b[0m, in \u001b[0;36mpopulate_contracts\u001b[0;34m(contracts, include_calendar, update_period)\u001b[0m\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m contract \u001b[38;5;129;01min\u001b[39;00m contracts:\n\u001b[1;32m     24\u001b[0m     pricing \u001b[38;5;241m=\u001b[39m Pricing(contract\u001b[38;5;241m.\u001b[39mticker)\n\u001b[0;32m---> 25\u001b[0m     \u001b[43mpricing\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_pricing_data\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     26\u001b[0m     contract\u001b[38;5;241m.\u001b[39mfull_pricing_info \u001b[38;5;241m=\u001b[39m pricing\u001b[38;5;241m.\u001b[39mprices\n\u001b[1;32m     28\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m contracts\n",
-                        "File \u001b[0;32m~/Trading/stockMarket/stockMarket/core/pricing.py:21\u001b[0m, in \u001b[0;36mPricing.get_pricing_data\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m file\u001b[38;5;241m.\u001b[39mexists():\n\u001b[1;32m     19\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprices \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(\n\u001b[1;32m     20\u001b[0m         file, parse_dates\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, sep\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;124m'\u001b[39m, index_col\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m)\n\u001b[0;32m---> 21\u001b[0m     dates \u001b[38;5;241m=\u001b[39m \u001b[43m[\u001b[49m\u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_datetime\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdate\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdate\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     22\u001b[0m \u001b[43m             \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mdate\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mprices\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_series\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m\n\u001b[1;32m     23\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprices\u001b[38;5;241m.\u001b[39mindex \u001b[38;5;241m=\u001b[39m dates\n\u001b[1;32m     24\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
-                        "File \u001b[0;32m~/Trading/stockMarket/stockMarket/core/pricing.py:21\u001b[0m, in \u001b[0;36m<listcomp>\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m file\u001b[38;5;241m.\u001b[39mexists():\n\u001b[1;32m     19\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprices \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(\n\u001b[1;32m     20\u001b[0m         file, parse_dates\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, sep\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;124m'\u001b[39m, index_col\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m)\n\u001b[0;32m---> 21\u001b[0m     dates \u001b[38;5;241m=\u001b[39m [\u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_datetime\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdate\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mdate()\n\u001b[1;32m     22\u001b[0m              \u001b[38;5;28;01mfor\u001b[39;00m date \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprices\u001b[38;5;241m.\u001b[39mindex\u001b[38;5;241m.\u001b[39mto_series()]\n\u001b[1;32m     23\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprices\u001b[38;5;241m.\u001b[39mindex \u001b[38;5;241m=\u001b[39m dates\n\u001b[1;32m     24\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
-                        "File \u001b[0;32m~/Trading/stockMarket/.venv/lib/python3.11/site-packages/pandas/core/tools/datetimes.py:1043\u001b[0m, in \u001b[0;36mto_datetime\u001b[0;34m(arg, errors, dayfirst, yearfirst, utc, format, exact, unit, infer_datetime_format, origin, cache)\u001b[0m\n\u001b[1;32m   1040\u001b[0m     arg \u001b[38;5;241m=\u001b[39m _adjust_to_origin(arg, origin, unit)\n\u001b[1;32m   1042\u001b[0m tz \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mutc\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m utc \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m-> 1043\u001b[0m convert_listlike \u001b[38;5;241m=\u001b[39m \u001b[43mpartial\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1044\u001b[0m \u001b[43m    \u001b[49m\u001b[43m_convert_listlike_datetimes\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1045\u001b[0m \u001b[43m    \u001b[49m\u001b[43mtz\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtz\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1046\u001b[0m \u001b[43m    \u001b[49m\u001b[43munit\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43munit\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1047\u001b[0m \u001b[43m    \u001b[49m\u001b[43mdayfirst\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdayfirst\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1048\u001b[0m \u001b[43m    \u001b[49m\u001b[43myearfirst\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43myearfirst\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1049\u001b[0m \u001b[43m    \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1050\u001b[0m \u001b[43m    \u001b[49m\u001b[43mexact\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mexact\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1051\u001b[0m \u001b[43m    \u001b[49m\u001b[43minfer_datetime_format\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minfer_datetime_format\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1052\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1054\u001b[0m result: Timestamp \u001b[38;5;241m|\u001b[39m NaTType \u001b[38;5;241m|\u001b[39m Series \u001b[38;5;241m|\u001b[39m Index\n\u001b[1;32m   1056\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(arg, Timestamp):\n",
-                        "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
-                    ]
-                }
-            ],
+            "outputs": [],
             "source": [
                 "from stockMarket.core import get_tickers_from_index\n",
                 "from stockMarket.api import populate_contracts\n",
@@ -133,7 +78,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 4,
+            "execution_count": 9,
             "metadata": {},
             "outputs": [],
             "source": [
@@ -153,7 +98,7 @@
                 "    create_pbg_ranker,\n",
                 ")\n",
                 "\n",
-                "years_back = 2\n",
+                "years_back = 0\n",
                 "\n",
                 "equity_ratio_ranker = create_equity_ratio_ranker([10, 30], [0,1,2])\n",
                 "netto_margin_ranker = create_netto_margin_ranker([10, 20, 30], [0,1,2, 3])\n",
@@ -198,7 +143,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 5,
+            "execution_count": 10,
             "metadata": {},
             "outputs": [
                 {
@@ -247,124 +192,124 @@
                             "  </thead>\n",
                             "  <tbody>\n",
                             "    <tr>\n",
-                            "      <th>REGN</th>\n",
-                            "      <td>Regeneron Pharmaceuticals, Inc.</td>\n",
-                            "      <td>Healthcare</td>\n",
-                            "      <td>95.83%</td>\n",
-                            "      <td>11.50/12</td>\n",
-                            "      <td>0*0*12</td>\n",
-                            "      <td>73.791813</td>\n",
+                            "      <th>PHM</th>\n",
+                            "      <td>PulteGroup, Inc.</td>\n",
+                            "      <td>Consumer Cyclical</td>\n",
+                            "      <td>93.94%</td>\n",
+                            "      <td>10.33/11</td>\n",
+                            "      <td>1*0*12</td>\n",
+                            "      <td>64.544195</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>50.245463</td>\n",
-                            "      <td>1.000000</td>\n",
-                            "      <td>31.749021</td>\n",
+                            "      <td>16.202468</td>\n",
+                            "      <td>0.333333</td>\n",
+                            "      <td>16.176813</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>538.993154</td>\n",
+                            "      <td>NaN</td>\n",
+                            "      <td>0.0</td>\n",
+                            "      <td>0.256052</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.299662</td>\n",
+                            "      <td>0.060497</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.212795</td>\n",
-                            "      <td>0.5</td>\n",
-                            "      <td>0.352930</td>\n",
+                            "      <td>0.592185</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.211045</td>\n",
+                            "      <td>0.080407</td>\n",
                             "      <td>1.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>PHM</th>\n",
-                            "      <td>PulteGroup, Inc.</td>\n",
+                            "      <th>DHI</th>\n",
+                            "      <td>D.R. Horton, Inc.</td>\n",
                             "      <td>Consumer Cyclical</td>\n",
-                            "      <td>88.89%</td>\n",
-                            "      <td>10.67/12</td>\n",
-                            "      <td>0*0*12</td>\n",
-                            "      <td>53.828111</td>\n",
+                            "      <td>90.91%</td>\n",
+                            "      <td>10.00/11</td>\n",
+                            "      <td>1*0*12</td>\n",
+                            "      <td>69.657852</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>12.747631</td>\n",
+                            "      <td>13.383098</td>\n",
                             "      <td>0.333333</td>\n",
-                            "      <td>11.526273</td>\n",
+                            "      <td>14.565225</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>1338.102428</td>\n",
-                            "      <td>1.0</td>\n",
-                            "      <td>0.388538</td>\n",
+                            "      <td>NaN</td>\n",
+                            "      <td>0.0</td>\n",
+                            "      <td>0.337529</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.199969</td>\n",
+                            "      <td>0.056028</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.350185</td>\n",
+                            "      <td>0.255981</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.203720</td>\n",
+                            "      <td>0.074944</td>\n",
                             "      <td>1.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>INCY</th>\n",
-                            "      <td>Incyte Corporation</td>\n",
-                            "      <td>Healthcare</td>\n",
-                            "      <td>87.50%</td>\n",
-                            "      <td>10.50/12</td>\n",
+                            "      <th>NUE</th>\n",
+                            "      <td>Nucor Corporation</td>\n",
+                            "      <td>Basic Materials</td>\n",
+                            "      <td>90.28%</td>\n",
+                            "      <td>10.83/12</td>\n",
                             "      <td>0*0*12</td>\n",
-                            "      <td>76.418711</td>\n",
+                            "      <td>56.696865</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>31.764775</td>\n",
-                            "      <td>1.000000</td>\n",
-                            "      <td>19.227920</td>\n",
+                            "      <td>18.325427</td>\n",
+                            "      <td>0.333333</td>\n",
+                            "      <td>23.422174</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>673.729577</td>\n",
+                            "      <td>339.319923</td>\n",
+                            "      <td>0.5</td>\n",
+                            "      <td>0.066905</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.300333</td>\n",
+                            "      <td>0.037999</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.567776</td>\n",
-                            "      <td>0.0</td>\n",
-                            "      <td>0.953713</td>\n",
-                            "      <td>0.5</td>\n",
-                            "      <td>0.263240</td>\n",
+                            "      <td>0.079135</td>\n",
+                            "      <td>1.0</td>\n",
+                            "      <td>0.195762</td>\n",
                             "      <td>1.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>EXPD</th>\n",
-                            "      <td>Expeditors International of Washington, Inc.</td>\n",
-                            "      <td>Industrials</td>\n",
+                            "      <th>STLD</th>\n",
+                            "      <td>Steel Dynamics, Inc.</td>\n",
+                            "      <td>Basic Materials</td>\n",
                             "      <td>87.50%</td>\n",
-                            "      <td>7.00/8</td>\n",
-                            "      <td>4*0*12</td>\n",
-                            "      <td>59.942756</td>\n",
+                            "      <td>10.50/12</td>\n",
+                            "      <td>0*0*12</td>\n",
+                            "      <td>59.474217</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>7.596108</td>\n",
-                            "      <td>0.000000</td>\n",
-                            "      <td>18.651018</td>\n",
+                            "      <td>13.039855</td>\n",
+                            "      <td>0.333333</td>\n",
+                            "      <td>16.439582</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>1267.215599</td>\n",
+                            "      <td>291.036215</td>\n",
+                            "      <td>0.5</td>\n",
+                            "      <td>0.102220</td>\n",
+                            "      <td>1.0</td>\n",
+                            "      <td>0.028976</td>\n",
+                            "      <td>1.0</td>\n",
+                            "      <td>0.084473</td>\n",
+                            "      <td>1.0</td>\n",
+                            "      <td>0.056022</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>NaN</td>\n",
-                            "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
-                            "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
-                            "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
-                            "      <td>0.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>META</th>\n",
-                            "      <td>Meta Platforms, Inc.</td>\n",
-                            "      <td>Communication Services</td>\n",
-                            "      <td>83.33%</td>\n",
-                            "      <td>10.00/12</td>\n",
+                            "      <th>ON</th>\n",
+                            "      <td>ON Semiconductor Corporation</td>\n",
+                            "      <td>Technology</td>\n",
+                            "      <td>86.11%</td>\n",
+                            "      <td>10.33/12</td>\n",
                             "      <td>0*0*12</td>\n",
-                            "      <td>75.234205</td>\n",
+                            "      <td>58.891277</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>33.384494</td>\n",
-                            "      <td>1.000000</td>\n",
-                            "      <td>23.718725</td>\n",
+                            "      <td>26.459469</td>\n",
+                            "      <td>0.666667</td>\n",
+                            "      <td>16.524154</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>740.733333</td>\n",
-                            "      <td>1.0</td>\n",
-                            "      <td>1.070703</td>\n",
-                            "      <td>0.5</td>\n",
-                            "      <td>0.275149</td>\n",
+                            "      <td>270.759297</td>\n",
                             "      <td>0.5</td>\n",
-                            "      <td>0.560992</td>\n",
+                            "      <td>0.142105</td>\n",
                             "      <td>1.0</td>\n",
-                            "      <td>0.473748</td>\n",
+                            "      <td>0.272666</td>\n",
                             "      <td>0.5</td>\n",
+                            "      <td>0.263008</td>\n",
+                            "      <td>1.0</td>\n",
+                            "      <td>0.095444</td>\n",
+                            "      <td>1.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
                             "      <th>...</th>\n",
@@ -391,123 +336,123 @@
                             "      <td>...</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>MAR</th>\n",
-                            "      <td>Marriott International, Inc.</td>\n",
-                            "      <td>Consumer Cyclical</td>\n",
-                            "      <td>0.00%</td>\n",
-                            "      <td>0.00/12</td>\n",
-                            "      <td>0*4*12</td>\n",
-                            "      <td>5.533597</td>\n",
+                            "      <th>CLX</th>\n",
+                            "      <td>The Clorox Company</td>\n",
+                            "      <td>Consumer Defensive</td>\n",
+                            "      <td>5.56%</td>\n",
+                            "      <td>0.67/12</td>\n",
+                            "      <td>0*3*12</td>\n",
+                            "      <td>3.700589</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>7.931010</td>\n",
+                            "      <td>2.016511</td>\n",
                             "      <td>0.000000</td>\n",
-                            "      <td>4.300865</td>\n",
+                            "      <td>2.506308</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>114.783159</td>\n",
+                            "      <td>95.357329</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>-5.274573</td>\n",
+                            "      <td>-2.757733</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>-0.578053</td>\n",
+                            "      <td>0.654797</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>-3.084288</td>\n",
+                            "      <td>-1.738893</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>-1.333827</td>\n",
+                            "      <td>-2.448479</td>\n",
                             "      <td>0.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>KVUE</th>\n",
-                            "      <td>Kenvue Inc.</td>\n",
-                            "      <td>Consumer Defensive</td>\n",
-                            "      <td>0.00%</td>\n",
-                            "      <td>0.00/0</td>\n",
-                            "      <td>12*0*12</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <th>MMM</th>\n",
+                            "      <td>3M Company</td>\n",
+                            "      <td>Industrials</td>\n",
+                            "      <td>5.56%</td>\n",
+                            "      <td>0.67/12</td>\n",
+                            "      <td>0*3*12</td>\n",
+                            "      <td>9.503756</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>-21.403874</td>\n",
                             "      <td>0.000000</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>-13.829577</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>107.073282</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>0.034276</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>0.765496</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>-1.800604</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>-0.170162</td>\n",
                             "      <td>0.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>GEHC</th>\n",
-                            "      <td>GE HealthCare Technologies Inc.</td>\n",
-                            "      <td>Healthcare</td>\n",
-                            "      <td>0.00%</td>\n",
-                            "      <td>0.00/0</td>\n",
-                            "      <td>12*0*12</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <th>AMT</th>\n",
+                            "      <td>American Tower Corporation</td>\n",
+                            "      <td>Real Estate</td>\n",
+                            "      <td>2.78%</td>\n",
+                            "      <td>0.33/12</td>\n",
+                            "      <td>0*2*12</td>\n",
+                            "      <td>8.292941</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
-                            "      <td>0.000000</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>16.485702</td>\n",
+                            "      <td>0.333333</td>\n",
+                            "      <td>2.627894</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>43.579687</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>-12.916325</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>0.785343</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>4.171168</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>-0.159497</td>\n",
                             "      <td>0.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>VLTO</th>\n",
-                            "      <td>Veralto Corporation</td>\n",
-                            "      <td>Industrials</td>\n",
-                            "      <td>0.00%</td>\n",
-                            "      <td>0.00/0</td>\n",
-                            "      <td>12*0*12</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <th>IRM</th>\n",
+                            "      <td>Iron Mountain Incorporated</td>\n",
+                            "      <td>Real Estate</td>\n",
+                            "      <td>2.78%</td>\n",
+                            "      <td>0.33/12</td>\n",
+                            "      <td>0*1*12</td>\n",
+                            "      <td>3.944534</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
-                            "      <td>0.000000</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>10.913548</td>\n",
+                            "      <td>0.333333</td>\n",
+                            "      <td>3.450826</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>80.682835</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>1.305235</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>0.673189</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>7.679781</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>NaN</td>\n",
+                            "      <td>-0.412923</td>\n",
                             "      <td>0.0</td>\n",
                             "    </tr>\n",
                             "    <tr>\n",
-                            "      <th>IRM</th>\n",
-                            "      <td>Iron Mountain Incorporated</td>\n",
-                            "      <td>Real Estate</td>\n",
+                            "      <th>NCLH</th>\n",
+                            "      <td>Norwegian Cruise Line Holdings Ltd.</td>\n",
+                            "      <td>Consumer Cyclical</td>\n",
                             "      <td>0.00%</td>\n",
                             "      <td>0.00/12</td>\n",
-                            "      <td>0*1*12</td>\n",
-                            "      <td>8.033837</td>\n",
+                            "      <td>0*4*12</td>\n",
+                            "      <td>0.369609</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>8.263098</td>\n",
+                            "      <td>-46.862541</td>\n",
                             "      <td>0.000000</td>\n",
-                            "      <td>2.421984</td>\n",
+                            "      <td>-12.231633</td>\n",
                             "      <td>...</td>\n",
-                            "      <td>94.756900</td>\n",
+                            "      <td>37.050924</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>2.455551</td>\n",
+                            "      <td>0.014565</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>2.566937</td>\n",
+                            "      <td>-0.051195</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>1.926845</td>\n",
+                            "      <td>-0.101969</td>\n",
                             "      <td>0.0</td>\n",
-                            "      <td>-0.320303</td>\n",
+                            "      <td>0.092565</td>\n",
                             "      <td>0.0</td>\n",
                             "    </tr>\n",
                             "  </tbody>\n",
@@ -516,88 +461,88 @@
                             "</div>"
                         ],
                         "text/plain": [
-                            "                                              Name                  Sector  \\\n",
-                            "REGN               Regeneron Pharmaceuticals, Inc.              Healthcare   \n",
-                            "PHM                               PulteGroup, Inc.       Consumer Cyclical   \n",
-                            "INCY                            Incyte Corporation              Healthcare   \n",
-                            "EXPD  Expeditors International of Washington, Inc.             Industrials   \n",
-                            "META                          Meta Platforms, Inc.  Communication Services   \n",
-                            "...                                            ...                     ...   \n",
-                            "MAR                   Marriott International, Inc.       Consumer Cyclical   \n",
-                            "KVUE                                   Kenvue Inc.      Consumer Defensive   \n",
-                            "GEHC               GE HealthCare Technologies Inc.              Healthcare   \n",
-                            "VLTO                           Veralto Corporation             Industrials   \n",
-                            "IRM                     Iron Mountain Incorporated             Real Estate   \n",
+                            "                                     Name              Sector Relative Score  \\\n",
+                            "PHM                      PulteGroup, Inc.   Consumer Cyclical         93.94%   \n",
+                            "DHI                     D.R. Horton, Inc.   Consumer Cyclical         90.91%   \n",
+                            "NUE                     Nucor Corporation     Basic Materials         90.28%   \n",
+                            "STLD                 Steel Dynamics, Inc.     Basic Materials         87.50%   \n",
+                            "ON           ON Semiconductor Corporation          Technology         86.11%   \n",
+                            "...                                   ...                 ...            ...   \n",
+                            "CLX                    The Clorox Company  Consumer Defensive          5.56%   \n",
+                            "MMM                            3M Company         Industrials          5.56%   \n",
+                            "AMT            American Tower Corporation         Real Estate          2.78%   \n",
+                            "IRM            Iron Mountain Incorporated         Real Estate          2.78%   \n",
+                            "NCLH  Norwegian Cruise Line Holdings Ltd.   Consumer Cyclical          0.00%   \n",
                             "\n",
-                            "     Relative Score Absolute Score No Data/Constraints/Tot.  Equity Ratio  \\\n",
-                            "REGN         95.83%       11.50/12                   0*0*12     73.791813   \n",
-                            "PHM          88.89%       10.67/12                   0*0*12     53.828111   \n",
-                            "INCY         87.50%       10.50/12                   0*0*12     76.418711   \n",
-                            "EXPD         87.50%         7.00/8                   4*0*12     59.942756   \n",
-                            "META         83.33%       10.00/12                   0*0*12     75.234205   \n",
-                            "...             ...            ...                      ...           ...   \n",
-                            "MAR           0.00%        0.00/12                   0*4*12      5.533597   \n",
-                            "KVUE          0.00%         0.00/0                  12*0*12           NaN   \n",
-                            "GEHC          0.00%         0.00/0                  12*0*12           NaN   \n",
-                            "VLTO          0.00%         0.00/0                  12*0*12           NaN   \n",
-                            "IRM           0.00%        0.00/12                   0*1*12      8.033837   \n",
+                            "     Absolute Score No Data/Constraints/Tot.  Equity Ratio  \\\n",
+                            "PHM        10.33/11                   1*0*12     64.544195   \n",
+                            "DHI        10.00/11                   1*0*12     69.657852   \n",
+                            "NUE        10.83/12                   0*0*12     56.696865   \n",
+                            "STLD       10.50/12                   0*0*12     59.474217   \n",
+                            "ON         10.33/12                   0*0*12     58.891277   \n",
+                            "...             ...                      ...           ...   \n",
+                            "CLX         0.67/12                   0*3*12      3.700589   \n",
+                            "MMM         0.67/12                   0*3*12      9.503756   \n",
+                            "AMT         0.33/12                   0*2*12      8.292941   \n",
+                            "IRM         0.33/12                   0*1*12      3.944534   \n",
+                            "NCLH        0.00/12                   0*4*12      0.369609   \n",
                             "\n",
                             "      Equity Ratio Score  Netto Margin  Netto Margin Score  Return on Assets  \\\n",
-                            "REGN                 1.0     50.245463            1.000000         31.749021   \n",
-                            "PHM                  1.0     12.747631            0.333333         11.526273   \n",
-                            "INCY                 1.0     31.764775            1.000000         19.227920   \n",
-                            "EXPD                 1.0      7.596108            0.000000         18.651018   \n",
-                            "META                 1.0     33.384494            1.000000         23.718725   \n",
+                            "PHM                  1.0     16.202468            0.333333         16.176813   \n",
+                            "DHI                  1.0     13.383098            0.333333         14.565225   \n",
+                            "NUE                  1.0     18.325427            0.333333         23.422174   \n",
+                            "STLD                 1.0     13.039855            0.333333         16.439582   \n",
+                            "ON                   1.0     26.459469            0.666667         16.524154   \n",
                             "...                  ...           ...                 ...               ...   \n",
-                            "MAR                  0.0      7.931010            0.000000          4.300865   \n",
-                            "KVUE                 0.0           NaN            0.000000               NaN   \n",
-                            "GEHC                 0.0           NaN            0.000000               NaN   \n",
-                            "VLTO                 0.0           NaN            0.000000               NaN   \n",
-                            "IRM                  0.0      8.263098            0.000000          2.421984   \n",
+                            "CLX                  0.0      2.016511            0.000000          2.506308   \n",
+                            "MMM                  0.0    -21.403874            0.000000        -13.829577   \n",
+                            "AMT                  0.0     16.485702            0.333333          2.627894   \n",
+                            "IRM                  0.0     10.913548            0.333333          3.450826   \n",
+                            "NCLH                 0.0    -46.862541            0.000000        -12.231633   \n",
                             "\n",
-                            "      ...  Third Order Liquidity  Third Order Liquidity Score       PEG  \\\n",
-                            "REGN  ...             538.993154                          1.0  0.299662   \n",
-                            "PHM   ...            1338.102428                          1.0  0.388538   \n",
-                            "INCY  ...             673.729577                          1.0  0.300333   \n",
-                            "EXPD  ...            1267.215599                          1.0       NaN   \n",
-                            "META  ...             740.733333                          1.0  1.070703   \n",
-                            "...   ...                    ...                          ...       ...   \n",
-                            "MAR   ...             114.783159                          0.0 -5.274573   \n",
-                            "KVUE  ...                    NaN                          0.0       NaN   \n",
-                            "GEHC  ...                    NaN                          0.0       NaN   \n",
-                            "VLTO  ...                    NaN                          0.0       NaN   \n",
-                            "IRM   ...              94.756900                          0.0  2.455551   \n",
+                            "      ...  Third Order Liquidity  Third Order Liquidity Score        PEG  \\\n",
+                            "PHM   ...                    NaN                          0.0   0.256052   \n",
+                            "DHI   ...                    NaN                          0.0   0.337529   \n",
+                            "NUE   ...             339.319923                          0.5   0.066905   \n",
+                            "STLD  ...             291.036215                          0.5   0.102220   \n",
+                            "ON    ...             270.759297                          0.5   0.142105   \n",
+                            "...   ...                    ...                          ...        ...   \n",
+                            "CLX   ...              95.357329                          0.0  -2.757733   \n",
+                            "MMM   ...             107.073282                          0.0   0.034276   \n",
+                            "AMT   ...              43.579687                          0.0 -12.916325   \n",
+                            "IRM   ...              80.682835                          0.0   1.305235   \n",
+                            "NCLH  ...              37.050924                          0.0   0.014565   \n",
                             "\n",
                             "      PEG Score       PRG  PRG Score      PFCG  PFCG Score       PBG  \\\n",
-                            "REGN        1.0  0.212795        0.5  0.352930         1.0  0.211045   \n",
-                            "PHM         1.0  0.199969        1.0  0.350185         1.0  0.203720   \n",
-                            "INCY        1.0  0.567776        0.0  0.953713         0.5  0.263240   \n",
-                            "EXPD        0.0       NaN        0.0       NaN         0.0       NaN   \n",
-                            "META        0.5  0.275149        0.5  0.560992         1.0  0.473748   \n",
+                            "PHM         1.0  0.060497        1.0  0.592185         1.0  0.080407   \n",
+                            "DHI         1.0  0.056028        1.0  0.255981         1.0  0.074944   \n",
+                            "NUE         1.0  0.037999        1.0  0.079135         1.0  0.195762   \n",
+                            "STLD        1.0  0.028976        1.0  0.084473         1.0  0.056022   \n",
+                            "ON          1.0  0.272666        0.5  0.263008         1.0  0.095444   \n",
                             "...         ...       ...        ...       ...         ...       ...   \n",
-                            "MAR         0.0 -0.578053        0.0 -3.084288         0.0 -1.333827   \n",
-                            "KVUE        0.0       NaN        0.0       NaN         0.0       NaN   \n",
-                            "GEHC        0.0       NaN        0.0       NaN         0.0       NaN   \n",
-                            "VLTO        0.0       NaN        0.0       NaN         0.0       NaN   \n",
-                            "IRM         0.0  2.566937        0.0  1.926845         0.0 -0.320303   \n",
+                            "CLX         0.0  0.654797        0.0 -1.738893         0.0 -2.448479   \n",
+                            "MMM         0.0  0.765496        0.0 -1.800604         0.0 -0.170162   \n",
+                            "AMT         0.0  0.785343        0.0  4.171168         0.0 -0.159497   \n",
+                            "IRM         0.0  0.673189        0.0  7.679781         0.0 -0.412923   \n",
+                            "NCLH        0.0 -0.051195        0.0 -0.101969         0.0  0.092565   \n",
                             "\n",
                             "      PBG Score  \n",
-                            "REGN        1.0  \n",
                             "PHM         1.0  \n",
-                            "INCY        1.0  \n",
-                            "EXPD        0.0  \n",
-                            "META        0.5  \n",
+                            "DHI         1.0  \n",
+                            "NUE         1.0  \n",
+                            "STLD        1.0  \n",
+                            "ON          1.0  \n",
                             "...         ...  \n",
-                            "MAR         0.0  \n",
-                            "KVUE        0.0  \n",
-                            "GEHC        0.0  \n",
-                            "VLTO        0.0  \n",
+                            "CLX         0.0  \n",
+                            "MMM         0.0  \n",
+                            "AMT         0.0  \n",
                             "IRM         0.0  \n",
+                            "NCLH        0.0  \n",
                             "\n",
                             "[503 rows x 29 columns]"
                         ]
                     },
-                    "execution_count": 5,
+                    "execution_count": 10,
                     "metadata": {},
                     "output_type": "execute_result"
                 }
@@ -618,7 +563,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 6,
+            "execution_count": 11,
             "metadata": {},
             "outputs": [
                 {
@@ -641,7 +586,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -651,7 +596,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -661,7 +606,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -671,7 +616,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -681,7 +626,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -691,7 +636,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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FFcyePZt33nkHi8XC3LlzmTlzpnNkd2ZmJpdddhkrV65kzJgxaDQaFi5cyFNPPcWwYcMYPnw4K1as4MiRI84pVE05r4OiKNx999288sor+Ff33kyYMIH33nuPfv36sXLlSm6++eZm/Uy7GknSQgiPMJvNfP/993z88cd8++23Lusx+/n5cdlllzF58mQmTZrEoEGDzstqV4sWLeLTTz+tU37XXXexcuVK5s6d26zznThxgoKCAuf9F198kfLycqZNm0ZgYCAPPfQQJSUlLo/Jzs52di07fPzxx8yePdulLC0trU6CP9tHH33E3Llzueyyy5xzk2v/E2KxWEhJSXG51j1//nyMRiMPPvgghYWFDBs2jB9++MHlH4Rznddh2bJlREVFcc011zjLnn76aW655RbGjh3LFVdcwZw5cxp9DV2dzJMWoqXceU368GF4803YsgUcI2+jo2H8eJg7F866RthmsbYxm83GTz/9xKpVq/jPf/5DUVGR81hUVBTTpk1j+vTpXHbZZa1uKTe3u7sxVVVVJCUl8emnnzJ+/PhWnau5Dh06xKRJkzh69CjBwcHn9bk9SeZJq6QlLURb+eEHeOUVNfE6xMeriXfBApg8WS377ju49loYORKmT4eoKLU8N1c9x8iR8N//wtSpbRdrG/+TcPjwYd5//30+/vhjsrKynOUxMTHMnDmTG2+8kbFjx56zZegpvr6+rFy50qVVfL5kZ2ezcuXKLpWgRQ1J0kK0hRUr4K674IYb4Lnn4N571fLnnoNNm+Cqq2D5crj1VnjkEXj4YVi0qO55nn5avS1c2HZJuo3+SaioqOCzzz7jvffe49dff3WWh4SEcMMNN3DLLbdwySWXoNPp3Phi2o5jEZHzbbLjnznRNSmdXHp6ugIo6enpng5FdDbl5YoC6q283PVY376K8uabDddbulRR+vRRv/fxUZQjRxp+niNH1DptFevQoYryxBMNP/appxRlyJAmP1Vqaqry4IMPKkFBQQqgAIpOp1OuvfZa5YsvvlCMRmPLXkMzVVVVKYcPH1aqqqrOy/MJ92rs/SspKVEApaSkxAORnV/SkhaiLaSl1XRn1+eyy+Chh9Tve/SAb76Bhha1+OYb6N7d7SE6HT0Ks2Y1fPzmm+H55895ml27dvHCCy/w73//2zlXuFevXtx111384Q9/aHR1LCFE/SRJC9EWBg1Su7NfeKH+4++/X3Odd9EiuOUW2LhRTey1u5vXrYPvv4dzbGPYKq38J+Hw4cM88cQTfP75586yyZMns2DBAqZOndpurzM3V2v3kx43bhwLFy6U3Z9E83i6Kd/WpLtbtJnGupA3bFAUf3+1m3ju3Jp6c+eq3csBAYqyaVNN/V9+UZTf/U5REhMVxctLvSUmqmW//tq2sa5erSh6vaJMm6Yor72mKJ98ot5ee01RfvtbNZZ//7vOKTMyMpTbbrtN0Wg0CqBoNBpl1qxZyt69e1sfrxucq7v79ttvVwBlyZIlLuVr1qxRzv5o3Lt3rxIWFqaUlZW1OJ6vvvpK6dOnj2Kz2Zr92A0bNigjRoxQvLy8lN69eysffPDBOR+zb98+5aKLLlK8vb2V+Ph45fnnn69TZ/Xq1UpSUpLi7e2tDB48WPnmm29cjr/44otKt27dlG7duikvvfSSy7GtW7cqI0eOVCwWS7NfT1NId7dKkrQQLdVY4lMURUlNVZQ//1lRJkyoqTdhgqI8/LB6rD3F2ox/EiwWi/Lqq68qAQEBzmvO119/vXLw4MHz9GKapilJ2sfHRwkJCVEKCwud5fUl6TvvvFO55557WhWP1WpVoqKilK+//rpZjzt58qTi5+enLFiwQDl8+LDyxhtvKDqdTvn+++8bfExJSYkSFRWlzJo1Szl48KDy8ccfK76+vsq7777rrPPLL78oOp1OeeGFF5TDhw8rjz/+uGIwGJQDBw4oiqImeV9fX2XdunXKjz/+qPj4+Cj79+9XFEX9HRg+fLiyffv2FvwkmkaStEqStBAtda7E19x6bclNMaSkpCgXXHCBMzmPGzeuTT+oW6MpSfqaa65R+vfvryxcuNBZfnaStlqtSnBwcJ3kajQalT//+c9KfHy8s4X7j3/8o9GY7rjjDuX3v/99s17Hn//8Z2XQoEEuZb/73e+UqVOnNviYt956SwkNDVVMJpOz7OGHH1aSkpKc92+66Sbl6quvdnnc2LFjnf+MfPrpp8rYsWOdx8aMGaOsXr1aURRFefbZZ5UHHnigWa+juSRJqzrHxSIhOrO//AX+7/88GoKiKCxfvpwRI0awc+dOQkJCePfdd/nll18YPXq0R2NrDZ1Ox7PPPssbb7xBRkZGvXX2799PSUmJy/7JoC7L+fHHH/P666+TnJzMu+++S4BjwZgGjBkzhp9//tl5/9SpU2g0GjZu3NjgY7Zs2VJnGtbUqVPZUnv+fT2PueSSS1w2BJk6dSopKSnOBWTOdd4hQ4Zw9OhR0tLSOH36NEePHmXw4MGcOHGCDz74gGeeeabR1yrcQwaOCeEJt98O6emwfv2562ZmqnU9xPTnP3PPmjWsOH4cgEmTJrFy5Uri4uI8FpM7XXfddQwfPpynnnqK5cuX1zl++vRpdDqdyx7KR48eZfXq1fzwww/ORNerV69zPldsbCzp6enY7Xa0Wi0Gg4GkpCT8/PwafExOTg5RjsGE1aKioigtLaWqqqreldlycnLo2bNnncc4joWGhjZ4Xsee0AMGDODZZ5/l8ssvB2DJkiUMGDCAyZMn88ILL7B27VqefvppDAYDr732Gpdccsk5X79oPknSQnhCbCw0ddTzihVtG0sj8vPzuX7FCjbn5aHT6Vi8eDELFy7sNCO2HZ5//nkmTZrEn/70pzrHqqqq6uwnvXfvXnQ63Tl3rzqbr68vdrsdk8mEr68vcXFxHDlypNXxt5V7772Xex0L8QArVqwgMDCQ8ePHk5SUxI4dO8jIyGDmzJmkpqbi7e3twWg7J0nSQnhCAzsXtSenTp3isssu42ReHsHBwXz22WfOVlVnc8kllzRrP+mWriteWFiIv79/sx4fHR1dZ//s3NxcgoKCGjxPQ49xHGusTkN7QhcUFPDXv/6Vn376iW3bttGvXz/69u1L3759sVgsHD16lCFDhjT5dYmm6Vz/DgvRUaSnu15nrqqCzZvVNbTPZjRCrW0L21xFBakvvMDE4cM5efIkPbt3Z8uWLZ02QTs899xzfPXVV3Wu9dbeT9phyJAh2O12Nm3a1KznOHjwYLP2hAZ1/+Z169a5lP3www+NbvQxfvx4fvrpJ+e+zY7HJCUlERoa2qLzPvjggzz44IPEx8e77AkNYLVaZV/otuLpkWttTUZ3C3czm83Krl27lD2bNztHTJuLihp+QH0jq/fuVRStVv0+JUVRundXFI1GLbvkEkXJyqp5fE5OTd2Wamx094ABinLmjPp9WppyMi5OSaye+9xPq1UywsMV5eTJ1j2/BzRldPf06dNdym699VbFx8enzhSskSNHKm+88YZL2R/+8AclISFBWbNmjXLy5Ellw4YNyqeffuo8npSUpHz++ecuj7n00kuVRYsWOe9nZGQoSUlJyrZt2xp8HY4pWAsXLlSSk5OVpUuX1pmC9cYbbyiTJk1y3i8uLlaioqKUW2+9VTl48KDyySefKH5+fnWmYOn1euWll15SkpOTlaeeesplClZt//vf/5QxY8Y453inp6crPj4+yrfffqu8++67Snh4uFJZWdnga2gJGd2tkiQtRDPt2rVLmfXwi8ojL69yJr49mze7Vvrvf2tun35akyA//VQte+WVmsR77bWKcvXVipKfryjHjqnf9+ypKKdPq8fbOklrNIqSm6soiqIU3HCD0qc6SSUlJSmZR48qyuTJinLzza17fg9oSZJOTU1VvLy86iTpt956Sxk3blyd8z/44INKTEyM4uXlpfTp00d5//33nccBl0VHMjIyFIPB4PJZlJqaqgDKhg0bGn0tGzZsUIYPH654eXkpvXr1qrOYyVNPPaV0797dpaz2YiZxcXHKc889V+e8q1evVvr166d4eXkpgwYNqrOYiaIoSmVlpdKvXz9lz549LuXvvfeeEhUVpSQmJjZ77ndTSJJWyX7SQjTT7t27+WjraXrE92TedLXrcu/mzQyfMKGmklYLGo2aFqHma63BR2g0YLOpy4D++CM4rucpCtx/P3z7LWzYoO79HBur1m2pxvaT1mohJwdTcDCXh4Tws9FI9+ou7piYGPj1V5g5U12PvANpb/tJP/zwwxQVFbFs2bJWxdJVyH7SKrkmLURbiImBzz8Hux3KymrKy8rUst27a8qqqkBfawynRgNvvw3TpsGll6obYLQxBbjrrrv42WgkKCCAb775pmZDjLg4yM9v8xjaM3fsJx0ZGcnf/vY3N0YlugIZ3S1EWxg1CnbtUvdnrk/tVnb//rBzJwwY4FrnzTfVr7/9bdvFWe314cP5V3Y2OuCz+fMZNGhQzcHTpyE8vM1jaO9au5/0Q45dz4RohnbTkn7uuefQaDTMnz/fWWY0GpkzZw7h4eEEBAQwY8aMOlMGhGiXFi6ECy9s+HifPmpXNsB118HHH9df78031a0i2/Cq1M677mJh9d/Vy1dcwZSLLnKt8NVXcPHFbfb8QoiGtYskvWPHDt59912GDh3qUv7ggw/y1Vdf8dlnn7Fp0yaysrK4/vrrPRSlEM1w8cVwxRUNH/f3V7uyAR59VL3+3JC33lK7yNtAeXk5M9evx2K3c9111zHv229h6lTXSi++2PA/EUKINuXxJF1eXs6sWbN47733nPP3AEpKSli+fDkvv/wykyZNYtSoUXzwwQf8+uuvbN261YMRC9F5PProo5w4cYKEhASWL1/usqqWEMLzPJ6k58yZw9VXX11nofddu3ZhsVhcyvv3709iYmKjC8sLIZpm06ZNvFl93Xv58uUu/yQLIdoHjw4c++STT9i9ezc7duyocywnJwcvLy9CQkJcymsvAF8fk8mEyWRy3i+rPbJWCAGA2WzmnnvuAWD27NmdfjUxIToqj7Wk09PT+eMf/8hHH33U6jmMtS1ZsoTg4GDnbeDAgW47txCdxauvvkpKSgpRUVG8+OKLng5HCNEAjyXpXbt2kZeXx8iRI9Hr9ej1ejZt2sTrr7+OXq8nKioKs9lMcXGxy+MaWwAe1GtsJSUlztvh+tZCFqILy8zKYtGiRQC88MILBAcHezgiIURDPNbdfdlll3HgwAGXsjvuuIP+/fvz8MMPk5CQgMFgYN26dcyYMQOAlJQU0tLSGl3xx9vb22W7tNLS0rZ5AUJ0UI8vWkRFRQUXXnghv//97z0djhCiER5L0oGBgQwePNilzN/fn/DwcGf5nXfeyYIFCwgLCyMoKIh58+Yxfvx4xo0b54mQhejwDgErV60C4OWXX+50+0IL0dm06xXHXnnlFbRaLTNmzMBkMjF16lTeeustT4clRIf1F8But3P99dczduxYT4dzXnTy7Qk6LXnfVO0qSW/cuNHlvo+PD0uXLmXp0qXue5KKCvWrr6+6sQCAxQJmM+h0UHsQW2WlutKTj496DMBqBZNJfWztDdebU7eqSl2cwtu7Zs1mm03dN7g5dTUa8POrqWs0qse8vMBgaH5du119PnDdgMFkUl+LwaDWb25dRVF/PqDG4JiLazarP/vm1NXr1Z+FQ33vZ3PqNue9r66rqTV7wEFbVaX+POt772tz/Mxa+3ty9vt5rrrAduBLwFej4dnHHqv52UPD72drf09qv5+t/T1p6P1soK6hOt7Kykp8HYvBNOW9l8+Ihuuex8+IyspKMJsxmM3qa65d1/EedQWe3YSr7dXZqjIiQt2u7+DBmkrLlqllZ21bp3TvrpZv315T9q9/qWWTJ7vWHThQLa+95dyaNWrZhRe61r3gArW89vZu//ufWjZsmGvdSy9Vy1evrilz7GPcp49r3auuUstrb2O3Z49aFhvrWveGG9TyN9+sKTt6VC0LDnate/vtavkLL9SUZWSoZXq9a93771fLn3qqpqyoqGabRLO5pvxPf1LL/vSnmjKzuaZu7T2an3pKLbv/ftfn0+vV8oyMmrIXXlDLbr/dtW5wsFp+9GhN2ZtvqmU33OBaNzZWLa+9Pd8HHygKKMUTJigLln6uvP7fPTWxgvq+OKxerZZdeqnrNpFDhqhf//e/mrpff62WXXCBawwXXqiWr1lTU7Zhg1o2cKBr3cmT1fJ//aumbPt2tax7d0UpL1d+q+6joeyMj1fLly2rqXvwoFoWEeF63ltuUctfeaWmLDVVLfPzc617111q+TPP1JTl5dW89tr++Ee17C9/qSlraDvNv/xFLfvjH13P4aibl1dT9swzatlddymKoihZWVnK4cOHFbufn6KAYjxyRKmqqlKqqqoUc/XvifV3v3OWVVVVKfbqzwjjrl01dZcuVetec41r3cREte7PPzvLTO+/r9adNMmlrm3AAEUBxbR2bU3d6m1MbePGudYdOVKt+/nnNXWrf09sQ4e61r34YrXuv/7lLDOuW6fW7d3bpa71iivU/c+XLaupu3WrooBij4lxrXvddWrdV16pqXvggFo3ONi17u9/r9ZdvLim/Phxta5e71LXcs89igKK5bHHasqzs53vZ2VJiVJQUKAcPnxYKbv33no/I0qqf5e7wlaV7aolLYRoG/sPHuRLQAP069MHMjI8HdJ54ZgJoigKGtSpn5bqVnVoYSHRqKseZqWmOh/T12ZDj7rNrbm6xRpSUEAMaqs8o1bd3lYrXkBWVhbG6vKg/HziULe3TK9Vt5fZjDeQnZ1NZXV5QG4uCYDRZOJ0rbo9zGZ8UWezlFeX++fkkAiYTSZSa9VNNBrxB/Ly8iirLvfNzqYHYLVYXOomVFYSAOTn51NSXe6dmUkvwGqzudSNq6ggCDhz5gxF1eWG9HT6oF4yqV03prycEKCwsJDC6nJ9bi59q4/XrhtVWkoYUFRUREF1uba0lKTq46dOnQKDgZCQEPxrt8C7qK63n7R0ZTVcV7q7a+o20t29Z/9+/rUnx2U/6f0//MDQ3/ym/vfebq/Zyzk/X33+89zdPfO22/j0P//hJuDTggL1+Zvy3nfg7u7adW2lpVgsFunu7iCfEQYvL3Q6XYOfEaU5OQTHxnaJ/aS7XpIWopV2797NR1tPuyTpvZs3M3zChPofUFFRk6TLy10/sM6D06dP06tXL+x2O3uBYR6IQQh3Ki0tJTg4uEskaZl/IUQn9+abb2K325kMDPN0MEKIZpEkLUQnVlFRwT/+8Q8A/ujhWIQQzSdJWohObOXKlRQXF9Ond2+u8nQwQohmkyQtRCelKApvv/02APPuuUf+2EXT2GzwxBPQs6c6QK13b/jb39TBXQ4aTf03x2YtJhPceisEBUG/fvDjj67P8eKLMG/e+XtNHZhMwRKik9q+fTsHDhzAx8eHW2++Gf78Z0+HJDqC55+Ht9+GFStg0CDYuRPuuAOCg+GBB9Q62dmuj/nuO7jzTqjeZ4Fly2DXLtiyRT12yy2Qm6sm8tRUeO899bzinCRJC9FJvffeewDceOONhIaGejga0WH8+itMnw5XX63e79EDPv4Ytm+vqXP2ToT//S/85jfQq5d6PzkZfvtbNcn36gULF0JBAXTrBvfdp/4j0MlHZbuL9IAJ0QmVlZXxySefADB79mwPRyM6lAsvhHXr4OhR9f6+fbB5M1x5Zf31c3Phm2/UlrTDsGHqY6qqYO1aiImBiAj46CN1nvh117X96+gkpCUtRCf02WefUVFRQVJSEhdddFHNQhFCnMsjj0BpKfTvry66YrPB4sUwa1b99VesgMBAuP76mrL/+z/Yvx8GDlST8+rVUFQETz4JGzfC44/DJ5+o17vffx/i4s7LS+uIJEkL0Qmtqt6O8rbbbkPjWI1LiKZYvVpt8a5apXZX790L8+dDbCzcfnvd+u+/rybw2iuxGQxw9sZId9yhXtPeswe++EJtob/wglr2n/+04Qvq2CRJC9HJZGdns379egBuvvlmD0cjOpyFC9XW9MyZ6v0hQ+D0aViypG6S/vlnSEmBTz9t/JwbNsChQ/CPf6jnv+oqddW7m26CN99sm9fRSUiSFqKTWb16NYqiMH78eHr27OnpcERHU1lZd4tVnU5di/tsy5fDqFHqNeiGGI0wZ47aOnd0nzumc1ks6n3RIBk4JkQn4+jqvuWWWzwcieiQpk1Tr0F/8w2cOgVr1sDLL9cd7FVaCp99Bnfd1fj5/vY3teU8Ql3nngkT4PPP1WvWb76p3hcNkpa0EJ3I8ePH2b59O1qtlhtvvNHT4YiO6I031MVM7r8f8vLUa9H33KMO+qrtk0/UFnFjl1QOHlSvce/dW1N2ww3q4LGLL4akJPXat2iQJGkhOpGPP/4YgMmTJxMVFeXhaESHFBgIr76q3hpz993qrTGDB8OxY65lWi289ZZ6E+ck3d1CdCKOudHS1S1E5yBJWohO4ujRoxw+fBiDwcC1117r6XCEEG4gSVqITuLLL78EYOLEiQQHB3s4GiGEO8g1aSHc4MiRI9h9fZ33hwwZgsFgqFPPYrFwYPdul7KG6jaXI0n/9re/bfW5hBDtgyRpIdzgs19T6GEKAyA37QQLgJEjR9apd+jQIV7+agtRib3PWbc5CgoK+OWXXwBJ0kJ0JpKkhXCDsJhE4vsOalLdqMTeTa7bVN988w12u53hw4eTmJjo1nMLITxHrkkL0Qk4urqnT5/u4UiEEO4kSVqIDs5oNLJ27VpAurqFOJvNZuOJJ56gZ8+e+Pr60rt3b/72t7+hOJYmBRRF4cknnyQmJgZfX18mT57MsVrzu00mE7feeitBQUH069ePH3/80eU5XnzxRebNm9cm8Ut3txAd3Pr166moqCA+Pp4RjqUXhRAAPP/887z99tusWLGCQYMGsXPnTu644w6Cg4N54IEHAHjhhRd4/fXXWbFiBT179uSJJ55g6tSpHD58GB8fH5YtW8auXbvYsmUL3333Hbfccgu5ubloNBpSU1N577332LlzZ5vELy1pITq4b7/9FoBp06bJtpRCnOXXX39l+vTpXH311fTo0YMbbriBKVOmsH37dkBtRb/66qs8/vjjTJ8+naFDh7Jy5UqysrL44osvAEhOTua3v/0tgwYNYs6cOeTn51NQUADAfffdx/PPP09QUFCbxC9JWogO7ocffgBg6tSpHo5EiPbnwgsvZN26dRw9ehSAffv2sXnzZq688koAUlNTycnJYfLkyc7HBAcHM3bsWLZs2QLAsGHD2Lx5M1VVVaxdu5aYmBgiIiL46KOP8PHx4bqzNx9xI+nuFqIDS0tL4+jRo+h0OiZOnOjpcIQ4r0pLS13ue3t74+3t7VL2yCOPUFpaSv/+/dHpdNhsNhYvXsysWbMAyMnJAaiz1n1UVJTz2P/93/+xf/9+Bg4cSEREBKtXr6aoqIgnn3ySjRs38vjjj/PJJ5/Qu3dv3n//feLi4tz2GqUlLUQH5mhFjx07VlYZE11OQkICwcHBztuSJUvq1Fm9ejUfffQRq1atYvfu3axYsYKXXnqJFStWNPl5DAYDS5cuJTU1lR07dnDRRRfx0EMP8cADD7Bnzx6++OIL9u3bx7hx45zXud1FWtJCdGCOJH355Zd7OBIhzr/09HSXa8Fnt6IBFi5cyCOPPMLMmTMBdYW/06dPs2TJEm6//Xaio6MByM3NJSYmxvm43Nxchg8fXu/zbtiwgUOHDvGPf/yDhQsXctVVV+Hv789NN93Em2++6cZXKC1pITosu93OunXrAEnSomsKCgpyudWXpCsrK9FqXVOdTqfDbrcD0LNnT6Kjo51/S6B2o2/bto3x48fXOZ/RaGTOnDm8++67zu5zi8UCqMv+2mw2d75ESdJCdFR79+6loKCAwMBAxowZ4+lwhGiXpk2bxuLFi/nmm284deoUa9as4eWXX3YO9tJoNMyfP59nnnmGL7/8kgMHDnDbbbcRGxtb725yf/vb37jqqquc0x0nTJjA559/zv79+3nzzTeZMGGCW+OX7m4hOqj//e9/gLrrlTs26BCiM3rjjTd44oknuP/++8nLyyM2NpZ77rmHJ5980lnnz3/+MxUVFdx9990UFxdz0UUX8f333+Pj4+NyroMHD7J69Wr27t3rLLvhhhvYuHEjF198MUlJSaxatcqt8UuSFqKDkuvRQpxbYGAgr776Kq+++mqDdTQaDYsWLWLRokWNnmvw4MEuK5EBaLVa3nrrLd566y13hFuHdHcL0QFVVVU5d72SJC1E5yVJWogOaNu2bZhMJmJjY0lKSvJ0OEKINiJJWogO6Oeffwbg4osvlqVAhejEJEkL0QHVTtJCiM5LBo4J4UE2m5Xk5GSXsiFDhjQ6WttqtTrXFJYkLUTnJklaCA8qyDzNx4eKSSrxAyA37QQLgJEjRzb4mL1791JeXk5ISAiDBw8+T5EKITxBkrQQHhYe2534voOaXP+nn34C4KKLLqqzkpIQonORv3AhOhi5Hi1E1yFJWogORFEUNm/eDEiSFqIrkCQtRAdy5MgRCgoK8PX1ZdSoUZ4ORwjRxiRJC9GBOLq6x44di5eXl4ejEUK0NUnSQnQg0tUtRNciSVqIDmTr1q0AXHjhhR6ORAhxPkiSFqKDKCwsdO7AI/tHC9E1SJIWooPYvn07AH369CEsLMzD0QghzgdJ0kJ0EI4kPXbsWA9HIoQ4XyRJC9FBbNu2DZAkLURXIklaiA5AURRJ0kJ0QZKkhegATp48yZkzZ/Dy8mLYsGGeDkcIcZ5IkhaiA3Bcjx4+fDje3t4ejkYIcb5IkhaiA5CubiG6JknSQnQAjiQt86OF6FpkP2kh3Mxms5KcnOy8r62qYngrzmc2m9mzZw8gLWkhuhpJ0kK4WUHmaT4+VExSiR8AxceTWd6K8+3fvx+TyURoaCh9+vRxT5BCiA5BkrQQbSA8tjvxfQcB4GUytupcu3fvBuCCCy5Ao9G0OjYhRMch16SFaOccXd0jRozwcCRCiPNNkrQQ7ZyjJT1y5EgPRyKEON8kSQvRjlmtVvbv3w9IS1qIrkiStBDt2JEjRzAajQQEBMigMSG6IEnSQrRjjuvRw4cPR6uVP1chuhr5qxeiHZPr0UJ0bZKkhWjHZGS3EF2bzJMWoo1kFlXx64kCgitr5jYfOXIEuz2kSY+32+3OJC0taSG6JknSQrSBAqsPm/dmYrMrFJkNzvJP1+8mKGk4iU04R2pqKqWlpXh7ezNgwIC2C1YI0W5Jd7cQblaKD4fModjsCj3C/QilzHnMP6op6VnlaEUPGTIEg8FwjtpCiM5IkrQQbpZOBKChdzd/pg2NpT9ZzmOpRDb5PI5BY3I9WoiuS5K0EG50ptxEEYGAwoQ+EWi1Gmqvtl1IEEU2ryadS65HCyEkSQvhRrvTigGI0BkJ9as/GedY/Zp0rn379gHqHGkhRNckSVoIN6kwWUnJUa8/x+vLG6xXYPPBYrM3eq6CggKys7MBGDx4sPuCFEJ0KJKkhXCT1DMV2BSFAKoI1lnqreODGTtaTuZXNHquAwcOANCrVy8CAgLcHqsQomOQJC2Em5wqUBNvGA23oiOqR3qn5JY1WAdqkvSQIUPcFJ0QoiOSJC2EGygKpBVWAhDaaJIuAeD0mQqqLLYG60mSFkKAJGkh3KLE7oXFpuDnpSMAY4P1/LDgr7FgV9RE3RBHkh46dKjbYxVCdBySpIVwgyKbNwDdw/1cplzVJ1RnAtRlQ+tjt9s5ePAgIC1pIbo6SdJCuIEjSfcM9z9n3WCtmqQziutP0pmZmVRUVODt7S17SAvRxUmSFsINKhUDGg0khp97DnSIzgxAcaUFUz3L5x8/fhyAgQMHotfL8vpCdGWSpIVwk4gAb7z1unPW02sUIgPVlncpdZO6I0nL9WghhEeT9Ntvv83QoUMJCgoiKCiI8ePH89133zmPG41G5syZQ3h4OAEBAcyYMYPc3FwPRixEw6KDfJpcNy7UF4CSepL0sWPHALkeLYTwcJKOj4/nueeeY9euXezcuZNJkyYxffp0Dh06BMCDDz7IV199xWeffcamTZvIysri+uuv92TIQjSoOUk6PqThJO1oSUuSFkJ49ILXtGnTXO4vXryYt99+m61btxIfH8/y5ctZtWoVkyZNAuCDDz5gwIABbN26lXHjxnkiZCEaFB3cjJZ0dZKuwhuzUvO/ssVsIj09HZAkLYRoR9ekbTYbn3zyCRUVFYwfP55du3ZhsViYPHmys07//v1JTExky5YtDZ7HZDJRWlrqvJWVNb6ykxDuoMNOqF/T93z2NugI91c34Ci11TyuMCcDu91OREQE0dHRbo9TCNGxeDxJHzhwgICAALy9vbn33ntZs2YNAwcOJCcnBy8vL0JCQlzqR0VFkZOT0+D5lixZQnBwsPM2cODANn4FQkCA1oJGc64Z0q4ig9TBY+VKTZIuyEoD1FZ0c88nhOh8PJ6kk5KS2Lt3L9u2beO+++7j9ttv5/Dhwy0+36OPPkpJSYnz1ppzCdFUQVpzsx8TGah2j5fba7a0PJOjdnXLzldCCPDwNWkALy8v54INo0aNYseOHbz22mv87ne/w2w2U1xc7NKazs3NbbQb0NvbG29vb+f90tLSNotdCIfABna9aoxjGlaZvVZ3d3YGAAMGDHBPYEKIDs3jLemz2e12TCYTo0aNwmAwsG7dOuexlJQU0tLSGD9+vAcjFEJltdfsCR2obX6S7hboDSiYFR0VJitQ05KWyzRCCPBwS/rRRx/lyiuvJDExkbKyMlatWsXGjRtZu3YtwcHB3HnnnSxYsICwsDCCgoKYN28e48ePl5Hdol0orKjp4jZo7I3UrJ9Bp8UXM1V4k19mwqBYKDmTB0iSFkKoPJqk8/LyuO2228jOziY4OJihQ4eydu1aLr/8cgBeeeUVtFotM2bMwGQyMXXqVN566y1PhiyE05mK5l+HPlsARqrwJq/MhL44BxSFkJAQunXr5oYIhRAdnUeT9PLlyxs97uPjw9KlS1m6dOl5ikiIpit0U5LOJ5i8MiO6fHURk169erX6vEKIzsHjA8eE6Kjck6TVnbDyykxo004A0LNnz1afVwjROUiSFqKFCstbn6T9UbetLDNasZ9S1+yWlrQQwqHdje4WoiMw2aDCbGv1efTY8daoI7uzT0l3txDClSRpIVqg1OK+1cD8NVYUq4Xi6ulX0t0thHCQJC1EC7gzSftprViKMlEUO96+/kRERLjt3EKIjk2StBAtUOLOlrTWgqVAXbM7PCZe1uwWQjhJkhaiBdzaktZYsRSoXd1h0QluO68QouOTJC1EC5S5u7v7jNqSDomSJC2EqCFJWohmKjPZMdvdl6T1GgVbodqS9o6QJC2EqCFJWohmyipXp0wFeLtnmQG7zYa5MAsAXbgkaSFEDUnSQjRTVpmapIP93JOky4sLUGxWNAZvLL4yslsIUUNWHBOiCSwWCwcOHADgQGou4EOwr6HxBzVRSUEOAPrQOMpsOrecUwjROUiSFqIJDhw4wMur1xOV2JvdacXgG02on5dbzl1akAuAISyOMqtMvxJC1JDubiGaKCqxN/F9B2HzDQFwe0vaEBaP0aahytL8vamFEJ2TJGkhmkFRFKpQW9Ahfu5J0qVn1Ja0X6Q6aCyrvPVrggshOgdJ0kI0Q4XJhh0toBDk46YkXd2SDo/rAUB29cA0IYR7ZGZm8vvf/57w8HB8fX0ZMmQIO3fudB5XFIUnn3ySmJgYfH19mTx5MseOHXMeN5lM3HrrrQQFBdGvXz9+/PFHl/O/+OKLzJs3r01ilyQtRDMUVarbU/pqbGjdsHyn2ViFsaIMgJgEdferLEnSQrhNUVEREyZMwGAw8N1333H48GH+/ve/Exoa6qzzwgsv8Prrr/POO++wbds2/P39mTp1KkajEYBly5axa9cutmzZwt13380tt9yCoigApKam8t5777F48eI2iV8GjgnRDMWVFgB8Ne5JpKWF+QAER0QRERbM0aIzZEt3txBu8/zzz5OQkMAHH3zgLKu905yiKLz66qs8/vjjTJ8+HYCVK1cSFRXFF198wcyZM0lOTua3v/0tgwYNolevXixcuJCCggK6devGfffdx/PPP09QUFCbxC8taSGaoaiquiWtdVeSzgMgMr6nc7S4tKSFcJ8vv/ySCy64gBtvvJHIyEhGjBjBe++95zyemppKTk4OkydPdpYFBwczduxYtmzZAsCwYcPYvHkzVVVVrF27lpiYGCIiIvjoo4/w8fHhuuuua7P4JUkL0QyOlrSfm1vS3eJ7OgeiZZVZnV1pQoiGlZaWutxMJlOdOidPnuTtt9+mb9++rF27lvvuu48HHniAFStWAJCTo44JiYqKcnlcVFSU89j//d//MWzYMAYOHMjixYtZvXo1RUVFPPnkk7zxxhs8/vjj9OnTh6lTp5KZmenW1yhJWohmKKlSk7SP1j1d0qVnqlvSCT0JqZ7SVWFRKKr+Z0AI0bCEhASCg4OdtyVLltSpY7fbGTlyJM8++ywjRozg7rvvZvbs2bzzzjtNfh6DwcDSpUtJTU1lx44dXHTRRTz00EM88MAD7Nmzhy+++IJ9+/Yxbtw4HnjgAXe+REnSQjSVokBpVdtck+4W3xO9ToufrnowSkG5W84vRGeWnp5OSUmJ8/boo4/WqRMTE8PAgQNdygYMGEBamrrzXHR0NAC5ubkudXJzc53HzrZhwwYOHTrE3Llz2bhxI1dddRX+/v7cdNNNbNy40Q2vrIYkaSGayGQHq10BFLw1rW9J2202yorOAOo1aYAAg5qkT+ZXtPr8QnR2QUFBLjdvb+86dSZMmEBKSopL2dGjR+nevTugDiKLjo5m3bp1zuOlpaVs27aN8ePH1zmf0Whkzpw5vPvuu+h0Omw2GxaL+s+7xWLBZnPvwE9J0kI0UUX1kp3eWNC6YfXOorws7DYrWr2e0MhYAAL0jpa0JGkh3OHBBx9k69atPPvssxw/fpxVq1axbNky5syZA4BGo2H+/Pk888wzfPnllxw4cIDbbruN2NhYrr322jrn+9vf/sZVV13FiBEjAPWfgM8//5z9+/fz5ptvMmHCBLfGL1OwhGgiR5L2wT3Xi/PSTwIQFBaJVqdurCFJWgj3Gj16NGvWrOHRRx9l0aJF9OzZk1dffZVZs2Y56/z5z3+moqKCu+++m+LiYi666CK+//57fHx8XM518OBBVq9ezd69e51lN9xwAxs3buTiiy8mKSmJVatWuTV+SdJCNFFF9WVotyXpjFQAgiJqrns5urslSQvhPtdccw3XXHNNg8c1Gg2LFi1i0aJFjZ5n8ODBLiuRAWi1Wt566y3eeustt8R6NunuFqKJarq7zW45X351kg6ulaT9q1vSGUVVMg1LCCFJWoimcn93t6MlXTM/07+6b6vcZJVpWEIISdJCNFVNknZPS9rR3R0cXtOS1mkgzFf9s0wrrHTL8wghOi5J0kI0gcWmUFU9s8IdLWljRblzIZPaLWmAKH91EFm6JGkhujxJ0kI0QX6lDdCg12ow0Pp5kPmZaivaxz8ALx8/l2NR1X3e0pIWQkiSFqIJ8irUxBzsa8ANU6RrrkeHRdY5FhUgLWkhhEqStBBNkFuuzr8Kql5fu7XyM08DEBgaUedYZHV3t7SkhRCSpIVogtxaLWl3KMiqTtJhdZN0dHV3d3qRJGkhujpJ0kI0gaO7O8jHPev/FGSpi/sHhtRN0o7u7qxiIxab3S3PJ4TomCRJC9EE6sAxCPRxU0va2d0dXudYiI8Wb70Wm10hu9jolucTQnRMkqSFaAJHknZHS9pUWUFlWTFQf0taq9EQH+oLyHVpIbo6SdJCnIPRYqPYqHY7B7rhmnRZkbqHdFB4JHovr3rrJIap07LkurQQXZskaSHOIbtE7XLWaRR89K3/kyk9o24uHxHbvcE6jiQtLWkhujZJ0kKcQ2ZRFQB+egWNpvWzpMsK1ZZ0t7iGk3SCJGkhBJKkhTinzGI1Ufrp3HO+skJ1OdDGWtKOJC0LmgjRtUmSFuIcarek3aEmSSc2WCdRkrQQAknSQpxTRnF1kta5J0k7NtaIaEJ3d1GlhVKjbFkpRFclSVqIc6hpSbf+XCZjFabKcqDxlnSAt55wf3Xkt7Smhei6WpSke/XqxZkzZ+qUFxcX06tXr1YHJUR7klnsvu7uspJCAALDuuHt699o3Xhnl3dVq59XCNExtShJnzp1Cput7nZ9JpOJzMzMVgclRHthsyvkVE/Bckd3d2mx+s9tY61oB7kuLYRoVgfel19+6fx+7dq1BAcHO+/bbDbWrVtHjx493BacEJ6WV2bEalfQacDXDaO7HUm6selXDolhsuqYEF1ds5L0tddeC4BGo+H22293OWYwGOjRowd///vf3RacEJ7muB4d4afDDVOka7Wkz52kE0JlrrQQXV2zkrTdri6N2LNnT3bs2EFERN11h4XoTBzXo7u5aZJ0aVHj3d02m5Xk5GQATGdMAKQXVrjluYUQHU+Lxqumpqa6Ow4h2qWMWi1p3DADq7SkOknH9aj3eEHmaT4+VExSiR8VVgAv0gorsdsVtFo3NOWFEB1KiyeVrFu3jnXr1pGXl+dsYTu8//77rQ5MiPbAMWgswk+H0soGbSlgrFRPEhHT8MCx8NjuxPcdhN2usDbrGFa7htwyIzHBvq0LQAjR4bRodPdf//pXpkyZwrp16ygoKKCoqMjlJkRnkV2itqTD/Vq/pMDx6q8+/oH4+Aecs75Wq3HOzU47I9elheiKWtSSfuedd/jwww+59dZb3R2PEO1Kdq2WdEErz+VI0oHhkU1+jL9eocKqIb2oirGtfH4hRMfTouaB2WzmwgsvdHcsQrQ7jiQd7ob5V44kHRTWvCQNkHZGBo8J0RW1KEnfddddrFq1yt2xCNGuGC02CivMQPXAsVY6Vv01sDlJunoBFccANiFE19Ki7m6j0ciyZcv48ccfGTp0KAaDweX4yy+/7JbghPAkx6AxX4MOf0PrR1Y7u7vDujX5MY5r0pKkheiaWpSk9+/fz/DhwwE4ePCgyzGNO1Z8EKIdcHR1x4T4uOX32tndHR7V5Mc4urvTi2TgmBBdUYuS9IYNG9wdhxDnlcVi4cCBAy5lQ4YMcekVcozsjgn2afXzlQE51d8Hhja9Je2tsQAGckqMbNuxi5HD6/ZcCSE6LzdsvidEx3PgwAFeXr2eqMTeAOSmnWABMHLkSGcdZ0s62Beou6FMc5yo/urj64eXr1+TH1eWcxqN0g9Fo+OF/2zmMZ3GJUYhROfWoiT9m9/8ptHuv/Xr17c4oDZXUT1K1tcXtNXj5iwWMJtBpwOfWq2mykpQFLVMVz1wyGoFk0l9rK9vy+pWVYHdDt7eoK9+C2w2MBqbV1ejAb9aH/hGo3rMywscra3m1LXb1ecD8K+1jaLJpL4Wg0Gt39y6iqL+fECNwfG7YzarP/vm1NXr1Z+FQ33vZ1PqAlGJvUns2Q+txYLeYsZFZSVncgvR2m3VLekKtDYr+qpKDFYLrsv3gJfZhMZmQ6l+77U2G/qqSpTqmBxd3ZHBYees66AzGfExmwkwWChDh29kd/U9q6io+36e6/ekNqOxOugmvPet/T2p/X629vekofezpb8nDf3dy2dEw3Xby2dERdeZ7dCi0d3Dhw9n2LBhztvAgQMxm83s3r2bIUOGuDtG9+rRAwICoHp9ZAA+/FAtmznTte7AgWr57t01ZZ9+qpb99reudUePVst//rmm7Ouv1bLJk13rXnKJWr52bU3Z+vVq2fjxrnWvvFItX7OmpmzrVrVs2DDXujNmqOUffVRTduCAWta3r2vdW29Vy5ctqyk7cUIti4tzrXvPPWr5a6/VlGVnq2UhIa51FyxQy599tqaspEQtCwhQ/zgdHntMLXvssZoyq7WmbklJTfmzz6plCxa4Pl9IiFqenV1T9tpratk997jWjYtTy0+ccBYN+XY186aP4JYVr7nW7duXJ28eS//8086VvkZt/4l500fwxzUrOdvSF/9EzJG9zvujjuxh3vQRXPfYbKBmZPd3RQW8t3geCXu31sRw4hDzpo/gpodmuZzzhof/wPJXHuPyE9sBqLRqCNizR30No0e7BvDb36rln35aU7Z7t1o2cKBr3T/8QS3/8MOasuRktezsXezuvFMtX7q0piwtTS2LPGuU+ty5avmLL9aUFRTUvJ+1PfywWvbXv9aUVVbW1K2sdQ3+r39Vyx5+2PUcjroFtWawv/iiWjZ3rmvdyEi1PC2tpmzpUrXszjtd68pnhKo9f0bExtJVtKgl/corr9Rb/vTTT1NeXt6qgIRob2KCfaCV47YcLWmdrvl/cl4atd1eaZVBmUJ0NRpFUdywbYDq+PHjjBkzhsLCQnedstUyMjJISEggPT2d+Ph46cpqrG576co6D93du/fu5aOtp53d3RmpKfzu4r4113srK7lwyY/kmODbBROpzDrOx7+cILF7X3b/9B32oAguGD6aedNHADBn4Uv0nXQVik7HrnVfYvAOYOSocShaLfvWf83xVx7jJ+DyKdfTffRvGHTRZfXW3b75f+j8ghk+/lJ0JiP71n/Nad8EjtvCSPCz8dqVMYwcOLD53d2KUtOaLShQf0+lu1u6u5tbt518RpTm5BAcG0tJSQlBQUF0Zm4dOLZlyxZ8av8Ct0e1f1kcDIaaX8Laav/COuj1NX8ILa1b+w/MQaerP7bm1K3vZ9+culpt/XW9vV0/8JpbV6Opv66XV80fXkvqQqvr2vUG7HoDVoNrfaPBmyyLDrQQE+TLiSyw6/RYff2w6A2cvbSJ2cvbeY0ZwK7TYa01QMzR3e0THnXOug42bx9MXl546QBbdUu6pb8nta/h+fjUPUdD72drf08aej9b+3sCra/b0N+9fEY0XLc9f0Z0Ui1K0tdff73LfUVRyM7OZufOnTzxxBNuCUwIT3IsZOLnpSPIt3X/y1osZhxXzINCwpv9eG+NOrK8wibd3UJ0NS369AkODna5r9VqSUpKYtGiRUyZMsUtgQnhSY7pV9HBrV/IpKxYvfwTBnj7+GJtvHodvlo1SRttGsw2t12dEkJ0AC1K0h988IG74xCiXXEsZBLrhj2cS4vPAND3HPUaoseOQafBYlMoqGzdfG0hzunpp11H3QMkJcGRI+r3RiM89BB88ol6fXnqVHjrLYiqXkmvsBBuvx02bFBHjL//PowYUXOuOXOgVy/1HOKcWtWPt2vXLpKrpykMGjSIEbXfCCE6sMxC9RquwVrB7t27SU5Oxm5v2XgLR5Lu08JYNBoI8jFwpsJMXoUkaXEeDBoEP/5Yc7/2dfMHH4RvvoHPPoPgYHW62/XXwy+/qMcXL4ayMnVa2ttvw+zZsHOnemzrVti2DV5//fy9lg6uRUk6Ly+PmTNnsnHjRkKq58AVFxfzm9/8hk8++YRu3Zq+7KEQ7dHB1CwAsgvL+WhrCcnbd9Ct1yASW3Cu2kk6vYXxBPmqSTq3ormd5UK0gF4P0dF1y0tKYPlyWLUKJk1Syz74AAYMUBPwuHHq/PKZM6FfP7j77pp51hYL3Hsv/OMfNaPbxTm1aDGTefPmUVZWxqFDhygsLKSwsJCDBw9SWlrKAw884O4YhTjvzlSpLdbY2Bji+w4iLDq+xedqbXc3QJCP+v90vrSkxflw7Ji6YEivXjBrVs0iMLt2qcm29uIr/ftDYiJs2aLeHzZMXXjFalUXYxk6VC1/4QWYOBEuuOC8vpSOrkVJ+vvvv+ett95iwIABzrKBAweydOlSvvvuO7cFJ4SnnKm+9hvg3fpZiq3t7ga1uxuQ7m7R9saOVVdY+/57tbs6NRUuvljtws7JUadEnb2KWFSUegzgkUfUlnjv3uoqaMuXq0l/xQp44gm1Nd2rF9x0k+uqgqJeLfoEstvt9e7EYzAYsNvPXtVYiI7nTJX6exzo07okbTZWUVleCrQySfuqf2+5kqRFW7vyyprvhw5Vk3b37rB6df1zss8WHKx2h9c2aZK6ZOtHH8HJk5CSol6rXrQI/v5398bfybSoJT1p0iT++Mc/kpWV5SzLzMzkwQcf5LLLLnNbcEJ4gtFio9SkJunWtqTPZKtXoUOB5s+QruHs7pbR3eJ8CwlRry8fP65epzabobjYtU5ubv3XsEG9Zh0SAtOnw8aNcO216sIwN96o3heNalGSfvPNNyktLaVHjx707t2b3r1707NnT0pLS3njjTfcHaMQ55VjIROdRsFb36I/Eaf8zNNA61rRUNOSLjbaMVokUYvzqLxc3VgjJgZGjVIT7Lp1NcdTUtRr1mdv/AGQn6+2lh15wWZTr2mD+tUmv8vn0qJmQkJCArt37+bHH3/kSPXcuQEDBjD57J1chOiAsqrnSPvqaPVCJgVZ7knS3noteo2CVdGQUVRJn8jAVp5RiAb86U8wbZraxZ2VBU89pY7GvvlmtSv7zjvVnazCwiAoCObNUxP0uHF1zzV/vjof2rFr1oQJ8M9/wpQp6qjvCRPO60vriJrVTFi/fj0DBw6ktLQUjUbD5Zdfzrx585g3bx6jR49m0KBB/Fx7GzYhOiDnkqD61q/uVZCljoptzchuUP9Z8K+OJ72oqpVnE6IRGRlqQk5KUgd3hYer06scU2tfeQWuuUbd9vKSS9Ru7s8/r3uetWvVLvL7768pmztXHTQ2dqzabf7UU+fnNXVgzWpJv/rqq8yePbveXUeCg4O55557ePnll7n44ovdFqAQ55tjSVBfnRuSdOYpoPUtaQA/PZRYIKOwlftmCtGYTz5p/LiPj7oXd+09xuszdap6q83PTx2AJpqsWS3pffv2ccUVVzR4fMqUKezatavVQQnhSdm1urtby9GSdkeSdrSkM6QlLUSX0awknZubW+/UKwe9Xk9+fn6rgxLCk7KLq1vSrezuNpuMFOer+1+5pSWtkyQtRFfTrCQdFxfHwYMHGzy+f/9+YmJiWh2UEJ7k6O72a2V3d2H19Csvbx8iWh1VzTXy9CLp7haiq2hWkr7qqqt44oknMBqNdY5VVVXx1FNPcc0117gtOCE8IafUcU26dedxjOwODA7DHTtB+1ePIJGWtBBdR7MGjj3++ON8/vnn9OvXj7lz55KUlATAkSNHWLp0KTabjccee6xNAhXifDBabBRWmIHWd3c7rkcHhYRDXtY5ap+boyVdWGGmwmTF3w1Llgoh2rdmtaSjoqL49ddfGTx4MI8++ijXXXcd1113HX/5y18YPHgwmzdvJsqxp2gTLFmyhNGjRxMYGEhkZCTXXnstKSkpLnWMRiNz5swhPDycgIAAZsyYQW5ubnPCFqLJHNOvfPQaDK1s/uZXj+wOCm3NWmM1vLTgXx2UtKaF6BqavZxS9+7d+fbbbykoKGDbtm1s3bqVgoICvv32W3r27Nmsc23atIk5c+awdetWfvjhBywWC1OmTKGiosJZ58EHH+Srr77is88+Y9OmTWRlZXH99dc3N2whmsSxkEm4r5ZWrmNS05IOdk+SBoj0V/vgM+S6tBBdQov7y0JDQxk9enSrnvz77793uf/hhx8SGRnJrl27uOSSSygpKWH58uWsWrWKSdV7l37wwQcMGDCArVu3Mq6+FW6EaAVHSzrcr/Xzr1y6u90k0l9HarFVWtJCdBHt6qJWSfW2ZWFhYQDs2rULi8Xistxo//79SUxMZMuWLfUmaZPJhMlkct4vKytr46hFZ+IY2R3hq4NWbOhms1gorr4O7a7uboBIfz1gIr2eBU0sFgsHDhxwKRsyZEij0yaFEO1bu0nSdrud+fPnM2HCBAYPHgxATk4OXl5ehJy1d2lUVBQ5jr1Lz7JkyRL++te/tnW4opNyLGQS7qfDXt7y85QVF6AoCt5+/vj4+rsputrd3XVb0gcOHODl1euJSuwNQG7aCRYAI0eOdNvzCyHOr9Zt8eNGc+bM4eDBg3xyriXpzuHRRx+lpKTEeTt8+LCbIhRdgWMhk4hWzr8qK8xTzxPbvdWbdNTmTNLF9V+TjkrsTXzfQcT3HeRM1kKIjqtdtKTnzp3L119/zU8//UR8fLyzPDo6GrPZTHFxsUtrOjc3l+gG9i719vbG29vbeb+0tLTN4hadT7bzmrSWvFacp+yM+uhucd3dEFUNR5JOL5Rr0kJ0BR5tSSuKwty5c1mzZg3r16+vMzp81KhRGAwG1tXauzQlJYW0tDTG17d3qRCtVLu7uzVKa7Wk3SmyOq6SKgulRotbzy2EaH882pKeM2cOq1at4r///S+BgYHO68zBwcH4+voSHBzMnXfeyYIFCwgLCyMoKIh58+Yxfvx4Gdkt3M5kVSiqVBOf+7q7E8He+t20HHwNWkL9DBRVWsgsqiIoRgaFCdGZebQl/fbbb1NSUsLEiROJiYlx3j799FNnnVdeeYVrrrmGGTNmcMkllxAdHc3n9e1dKkQrnamyAeDnpcOvlSuZlBWqG824uyUNkBDmB1DvCG8hROfi0Za0opy7heHj48PSpUtZeq69S4VoJUeSjgn2adVgL5vNSkXxGQAi4rqTlnHKHeE5xYf6sj+jROZKC9EFtJvR3UJ4WkGlI0n7tuo8FcWFKIqCl48fgaHu2P/KVXyo2pKWJC1E5ydJWohqZyrV1Utign1adZ4yRys6NtGt068cEkLVfyJky0ohOj9J0kJUq93d3RplhQWA+6dfOUhLWoiuQ5K0ENXOOLq7Q1rX3V1WrCbp8DYYNAbqNWmQTTaE6AokSQtRraC6JR3d2pZ0kZqkI2ITWx1TfRwt6TKjlZJKmSstRGcmSVqIao6WdGwrB445k3QbdXf7eumICPAC5Lq0EJ2dJGkhAKsdyszqlMDWtKStFjMVJUVA212TBoiT69JCdAmSpIUAqnu68ffSEeTT8uUDCnMzURQFvcGLoLBIN0VXV4JclxaiRZ577jk0Gg3z5893lhmNRubMmUN4eDgBAQHMmDGD3Nxc5/HCwkKmTZtGQEAAI0aMYM+ePS7nnDNnDn//+9/bJF5J0kIAVTZ1qlR0KxcyKcg8DUBgWGSbTL9ykBHeQjTfjh07ePfddxk6dKhL+YMPPshXX33FZ599xqZNm8jKyuL66693Hl+8eDFlZWXs3r2biRMnMnv2bOexrVu3sm3bNpek706SpIUAqqxqQo1t5cju/MxTAASGt10rGmSEtxDNVV5ezqxZs3jvvfcIDQ11lpeUlLB8+XJefvllJk2axKhRo/jggw/49ddf2bp1KwDJycnMnDmTfv36cffdd5OcnAyAxWLh3nvv5Z133kGna916/w2RJC0ENd3d0UGtG9ntaEm3ZVc31F6/W1rSousqLS11uZlMpgbrzpkzh6uvvprJkye7lO/atQuLxeJS3r9/fxITE9myZQsAw4YNY/369VitVtauXetsib/wwgtMnDiRCy64oA1enUqStBBAZXV3d2vnSBdkpQHntyXdlDXwheiMEhISCA4Odt6WLFlSb71PPvmE3bt313s8JycHLy8vQkJCXMqjoqKcOzM+8sgj6PV6evfuzZo1a1i+fDnHjh1jxYoVPPHEE9x777306tWLm266iZKSEre+Ro9usCFEe+Ho7m7tamOO7u62bknHVf8zUWG2UVRpIczfq02fT4j2KD09naCgIOd9b2/veuv88Y9/5IcffsDHp2V/38HBwaxatcqlbNKkSbz44ot89NFHnDx5kpSUFGbPns2iRYvcOohMWtJCUNPd3ZokbbWYKcrLAtq+Je1j0BEZqH4gyXVp0VUFBQW53OpL0rt27SIvL4+RI0ei1+vR6/Vs2rSJ119/Hb1eT1RUFGazmeLiYpfH5ebmEh0dXe/zfvDBB4SEhDB9+nQ2btzItddei8Fg4MYbb2Tjxo1ufY3SkhaCmtHdrdkBqzAnA8VuR2/wwjcg2F2hNSg+1Je8MhMZRVUMjQ9p8+cToiO67LLLOHDggEvZHXfcQf/+/Xn44YdJSEjAYDCwbt06ZsyYAUBKSgppaWmMHz++zvny8/NZtGgRmzdvBsBms2GxqCv/WSwWbDabW+OXJC26PIvNjtnuuCbd8pZ0vmP6VWh4m06/cogP9WN3WjHphdKSFqIhgYGBDB482KXM39+f8PBwZ/mdd97JggULCAsLIygoiHnz5jF+/HjGjRtX53zz58/noYceIi4uDoAJEybwz3/+kylTprBs2TImTJjg1vglSYsur9xkBcBHryHQu+V/Es450qHd3BLXuSSEOQaPyQhvIVrjlVdeQavVMmPGDEwmE1OnTuWtt96qU2/t2rUcP36cf/7zn86yuXPnsnPnTsaOHcuYMWN46qmn3BqbJGnR5ZUb1SQd7qttVQvYOUc6NMIdYZ1TzYIm0pIWojnOvm7s4+PD0qVLWbp0aaOPmzp1KlOnTnUp8/PzY/Xq1e4O0UkGjokuz9GSjvBr3WIEzulX5y1Jqy3pdGlJC9FpSZIWXV6ZsyXdyiTtbEmHtzakJkmo1ZKWudJCdE7S3S26PHe0pG1WC0X52UDbtaRtNqtzOUIAi01BowGjxU5+ecMrLQkhOi5J0qLLKzOq0yda05IuLT6DYrfj7euHj3+gu0JzUZB5mo8PFZNUoragc9NOEOE3mPxKG2lnKqVbTIhOSJK06PIcLelwv5anudLCfAAiYru36fSr8NjuxPcd5LxfYtSRX2nj9JlKerb9rC8hxHkm/3yLLs85ursV3d2lRdVJOq67W2JqqugA9f/s02cqzuvzCiHOD0nSokuz2OwYrXYAIlrR3V1S3ZLuFtfDHWE1WXSAGvNpWdBEiE5JkrTo0hytaL1Gwd+rFd3dHmpJx1Qn6VNnJEkL0RlJkhZdWmn1oDE/feumMNVck05sdUzNESXd3UJ0apKkRZdWVj1orDXrmBiB8pIiwAPd3f5q4MWVFsrN9vP63EKItidJWnRpjoVMfFvRkj4JgIK3nz8BIednIRMHX4OWbtVbVuaUW8/rcwsh2p4kadGlOeZI++lanqSPV39t6+lXDekeps6bzil37xZ5QgjPkyQtujRHS9qvFSsGHKv+2u08Dxpz6B7uD0hLWojOSJK06NKcSboVLWlHko6I9VSSlpa0EJ2VJGnRZSlKzWpjrbkmXdOS7tH6oFpAkrQQnZckadFlmexgs6vJuTUbYDmvSced3+lXDs7u7grp7hais5EkLbqsSqs6yCvAW4+2heO9jEB69fcRsT3cEVaz9ahuSRdW2bHKLCwhOhVJ0qLLqqruHQ70afmosROAAhi8fQgICXNLXM0V4udFsK8BgAqr7LIhRGciSVp0WY6WdKB3y5N0SvXX4LBIj0y/cnBcl5YB3kJ0LpKkRZdVaatO0j6GFp/DmaTDI90QUcs5rktLS1qIzkWStOiyqhwt6VZ0dzuSdEhYlBsiajnHgiblkqSF6FQkSYsuq9IN16TbT0taTdLSkhaic5EkLbos5zXpVnR3H63+6vkkrXZ3l1skSQvRmUiSFl2S2aZgsreuu7u8tIjC6u+DwzybpB3TsCptNXO/hRAdXytWLO6gKqr33fX1BW31/ygWC5jNoNOBj09N3cpKdVkqHx/1GIDVCiaT+lhf35bVraoCux28vUFf/RbYbGA0Nq+uRgN+fjV1jUb1mJcXGAzNr2u3q88H4O9fU9dkUl+LwaDWb25dRVF/PqDG4BgFbTarP/vm1NXr1Z+FQ33vZxPqnqnu6/ZRbPhbjRRbzNSmqarCy2REY7OhVL+fOpsVfVUlBqsFO5CXeRqAfoCforjU1dps6KsqUbSu/wcbrBa0ZlOT6upMRrzNZuzeNSuJaex29FWVNT+Xat30dkJsJso0ekqNFkL9vNDYbWirqmp+ng5Go/q1Ke99a39Par+frf09aej9bOnvSUN/9/IZ0XDd9vIZUdF19k/vei3pHj0gIACSk2vKPvxQLZs507XuwIFq+e7dNWWffqqW/fa3rnVHj1bLf/65puzrr9WyyZNd615yiVq+dm1N2fr1atn48a51r7xSLV+zpqZs61a1bNgw17ozZqjlH31UU3bggFrWt69r3VtvVcuXLaspO3FCLYuLc617zz1q+Wuv1ZRlZ6tlISGudRcsUMuffbamrKRELQsIUP84HR57TC177LGaMqu1pm5JSU35s8+qZQsWuD5fSIhanp1dU/baa2rZPfe41o2LU8tPnKCgOknffvB/PDB9JLeseM2l6qDrrmPJgluIOHXUWTZ+/3bmTR/BH9esBCA38xQA64GlL/6JmCN7nXVHHdnDvOkjuO6x2S7n/csn7/De4nkk7N3qLBty4hDzpo/gpodmudS94eE/sPyVxxh+dL+zLOn0MeZNH8Et825wqauZPp29L83gmuSfKKlUd/aKTz/J8IsuUn+Pa/vDH9Sfw4cf1pQlJ6tlPXq41r3zTrV86dKasrQ0tSzyrN6DuXPV8hdfrCkrKKh5P2t7+GG17K9/rSmrrKypW/sfi7/+VS17+GHXczjqFhTUlL34olo2d65r3chItTwtraZs6VK17M47XevKZ4SqPX9GxMbSVXS9JC0EkO9oSRtavh6ooyXd8ivabaO4yuLpEIQQbqJRFKVTX8DKyMggISGB9PR04uPjpSursbrtpSvrPHR3P/LRz3xyqJyhUX5c3juUjNQUfndxX0aOHAnAnl9+YfX2NKIGDEfR6di17ku8vP0ZMWo8u3/6DntQBHu+XcWBbRt5Czi48CX6TrrKWdfgHcDIUeNQtFr2rf+a5a+oLYF75z2NLSicQRddVm/d7Zv/h84vmOHjL0VnMrJv/dfYA8MYetEkdq37Er1PIKNGjgWNhlPpJ5k1rrsac1UVC1ds5POTFoZ0D+fSft3ITNnP70fEMHzECPXn6mjNFhSov6fS3S3d3c2t204+I0pzcgiOjaWkpISgoCA6s653Tbr2L4uDwVDzS1hb7V9YB72+5g+hpXVr/4E56HT1x9acurU/PFpSV6utv663t+sHXnPrajT11/XyqvnDa0ldaHFdR3e3n78PVl8/rAbX+oqvL2ZvH+d1YwCbTo/V1w+L3oCOmpZ0b2C3l7dLXbtOh9W37u+ERW/A2sS6Nm8fTF5e6GrVVbTaeuvi60tYeAC2U6UUV5qr6+qw+/qqv5u1r+H5+NT9uTX0frb296Sh97O1vyfQ+roN/d3LZ0TDddvzZ0QnJd3doktyJOmWTr+y22wU5KhbayS5LarWiQlQP+ylu1uIzqPrtaSFoOaatGPdbpvNSnKtgULJycnY7fW0JKqVFxdgs1rxBRLaNNKmiw1UX0tplUWmYQnRSUiSFl2OoigUVKp7OjrmSBdknubjQ8Uklahdksnbd9Ct1yAa2iG6tCAXgL60n+6oMF8tOo2CTdFQapTWtBCdQXv5fBHivCmutGCyqS3NgFoLmYTHdie+7yDi+w4iLDq+0XOUFOQA7aerG0Cr0RCgV19XUaX5HLWFaMDbb8PQoRAUpN7Gj4fvvlOPFRbCvHmQlKReC09MhAcecJ0uWVgI06apAxVHjIA9e1zPP2cO/P3v5+/1dHCSpEWXk1msjjj11irotS37Eyg9o7ak21OSBggwqEm6uFJa0qKF4uPhuedg1y7YuRMmTYLp0+HQIcjKUm8vvQQHD6rzx7//3nWu+eLFUFamzh2fOBFm11orYOtW2LYN5s8/zy+q45LubtHlZFUnaT99y6/blrbDljRA9WVpiirMRMpft2iJadNc7y9erLaut25Vk/F//lNzrHdv9fjvf69Oq9Lr1UVgZs6Efv3g7rtrFkOxWODee+Ef/6iZgibOSVrSostxJulWfE5IS1p0CTYbfPKJOoXv7JXOHEpK1G5xx1SyYcPU1dGsVnXFtKFD1fIXXlBb1hdccF5C7ywkSYsuJ6tEXbvat4UtaYvJSFV5KdD+knSgXJMW7uBYKtTbW239rllTd3lZUBfG+dvf1BazwyOPqAm7d2/1ccuXw7FjsGIFPPGEer5eveCmm1yvZYt6SZIWXU6msyXdsiRdWpgPQFBoBO1trSNHS7rCbMNi93AwouNKSoK9e9Xrx/fdB7ffDocPu9YpLYWrr1aT99NP15QHB8OqVXD6NGzapB6/5x51XfWPPoKTJyElRV3cZdGi8/mqOiRJ0qLLySxq3TXp0sI8ACLjurstJnfx0oJv9Xrk5VbZW1q0kJcX9OkDo0bBkiVqF3btzTPKyuCKKyAwUG0t17cam8MHH6ibbEyfDhs3wrXXqvVvvFG9LxolSVp0ORnOJN2yx5eeUVvSkXE93BSRe4X6qx+YZRZJ0sJN7HZ1zW1QW9BTpqiJ/Msv618+1CE/X20tv/GGet9mUweQgfrVZmv4sQKQ0d2ii6ky2ygoVz9s/FvcknYk6fbXkgYI9fMiq9hIuSRp0RKPPqpuf5mYqLaYV61SW7xr19Yk6MpK+Ne/1Pul6vgMunWrO2p7/nx46KGarS0nTIB//lM9x7Jl6n3RKEnSokvJKFJ32vEzaPBqYT9SSfVqY9EJvdwVlluF+qkbEpRZz1FRiPrk5cFtt6n7QQcHq6Oz166Fyy9Xk/W2bWq9Pn1cH5ea6rof+dq1cPy4mpQd5s5V516PHQtjxsBTT7X1q+nwJEmLLsXR1R3p37L5VzarhdIitSXdfpO0dHeLVli+vOFjEyeq20o2xdSp6q02Pz9YvbrFoXVFck1adCnp1S3plibpgqw0FLsdvZc3oRHR7gzNbUL9HS1pjWy0IUQHJ0ladCnOlnQLR43lpp0AIDgiGo2mfbZUg30M6DQa7IrGuduXEKJjkiQtupT0QrUlHdXClnTu6eMABHeLdVtM7qbVagip7vLOKJUL00J0ZJKkRZfi7O4OaFmSzqluSYd0i3FbTG0hrLrLW5K0EB2bJGnRpdR0d7eyJR3ZMZJ0pgzxFqJDkyQtuowyo8W58URLBo7Z7Xby0k8C0pIWQpwfkqRFl5FeqLaiQ/0M+Bqa/6tfUVyA1WJGp9fjHxLh7vDcyjFXOqPUitLUKTNCiHZHkrToMhwLmSSE+bXo8cX52QAEhXVDq23ffzrqXGmFCotCfvUKa0KIjqd9f9II4Ubp1dej40N9W/T4krzqJB0e5baY2opep8W/epbZ8bxyzwYjhGgxSdKiy3BMv0oIbV1LOjii/SdpqNlbWpK0EB2XJGnRZTiSdHwLu7tL8rMACO4ALWmAIIMkaSE6OknSoss4XZ2ke4Q3P0krip2Sghyg47SkHUn6aG6ZhyMRQrSUJGnRJdjtCmnVSbp7mH+zH19ZVoLVbEKnNxAYEu7u8NpEkJeapFNyymSEtxAdlCRp0SXklhkxW+3otRpiQxrZpL4BxflqK7pbXA+0Z++Z204F6hU0QFGlhYJys6fDEUK0gCRp0SWcKlBb0XGhvuh1zf+1dwwai+mV5Na42pJeC9HVy58ez5MubyE6IknSoktIK6wAILHFc6TVlnRMj35ui+l8SAhW52Edy5XBY0J0RJKkRZdw+oxj0Fjzr0cDFFXPkY7p2bGSdGKQuhvWMWlJC9EhSZIWXYJjZHf3FozstlrMlBbmARDbgbq7AbqHVLekZRqWEB2SJGnRJZw+0/Lu7ryMVBS7HYOPb7vfWONsiUFqkj4u3d1CdEiSpEWnpyiKs7u7ewu6u7NPpgAQEhmLRqNxa2xtLSZQj0GnocJs83QoQogWkCQtOr3iSgtlRnXLxpa0pLNPHQUgNCrerXGdD3qtht7dAjwdhhCihTyapH/66SemTZtGbKzaQvniiy9cjiuKwpNPPklMTAy+vr5MnjyZY8eOeSZY0WE5rkdHBXnj69X8Oc7ZqdVJOjLOrXGdL/2iAj0dghCihTyapCsqKhg2bBhLly6t9/gLL7zA66+/zjvvvMO2bdvw9/dn6tSpGI3G8xyp6Mgc16NbstIY1HR3h0Z3vJY0QP8YSdJCdFR6Tz75lVdeyZVXXlnvMUVRePXVV3n88ceZPn06ACtXriQqKoovvviCmTNnns9QRQfmuB6d2IKR3ZVlJRRXr9kdEhnr1rjOlwExQZ4OQQjRQu32mnRqaio5OTlMnjzZWRYcHMzYsWPZsmWLByMTHU1qgdqS7hnRgkFj1V3dfkEhePm0bCEUTxsoSVqIDsujLenG5OSorZeoKNcdh6KiopzH6mMymTCZTM77ZWWyiENXdzJfnX7Uu1sLkrRj0FgHm3pVW2SgN2H+Bk+HIYRogXbbkm6pJUuWEBwc7LwNHDjQ0yEJD1IUhZP5jpZ080c5Z6dWT7/qwElao9HQP1pa00J0RO02SUdHRwOQm5vrUp6bm+s8Vp9HH32UkpIS5+3w4cNtGqdo3wrKzZSZrGg0LVttzNHdHdKt4d+5jkAGjwnRMbXbJN2zZ0+io6NZt26ds6y0tJRt27Yxfvz4Bh/n7e1NUFCQ8xYYKB9OXZmjqzs+1BcfQ/OmX9ntdjJPJAMQGtUxp185JEXL34EQHZFHr0mXl5dz/Phx5/3U1FT27t1LWFgYiYmJzJ8/n2eeeYa+ffvSs2dPnnjiCWJjY7n22ms9F7ToUE5WDxrr1YKu7tKCHCwmI14+fgSGRrg7tPOqdpJWFHWfaSFE++fRlvTOnTsZMWIEI0aMAGDBggWMGDGCJ598EoA///nPzJs3j7vvvpvRo0dTXl7O999/j4+PjyfDFh2IoyXdkpHdhTnpAMT17o9W2247nZqk9j8pmUVVHoxEiPNryZIljB49msDAQCIjI7n22mtJSUlxqWM0GpkzZw7h4eEEBAQwY8YMl0uthYWFTJs2jYCAAEaMGMGePXtcHj9nzhz+/ve/t0n8Hv3kmThxIoqi1Ll9+OGHgDrgZdGiReTk5GA0Gvnxxx/p169jbRUoPMsx/aolI7sLs9IAiOszyK0xeYJBV/OnnpwtMx5E17Fp0ybmzJnD1q1b+eGHH7BYLEyZMoWKigpnnQcffJCvvvqKzz77jE2bNpGVlcX111/vPL548WLKysrYvXs3EydOZPbs2c5jW7duZdu2bcyfP79N4m+3U7CEcAfHyO5eLVi/+kz2aQDi+3auGQKHs0u43NNBCHGefP/99y73P/zwQyIjI9m1axeXXHIJJSUlLF++nFWrVjFp0iQAPvjgAwYMGMDWrVsZN24cycnJzJw5k379+nH33XezbNkyACwWC/feey//+Mc/0Omav+RwU3TsPjwhGmGx2UmrXre7ud3dimKnMFttScf36VxJ+mBWqadDEMItSktLXW6118hoSElJCQBhYWEA7Nq1C4vF4rJwVv/+/UlMTHQunDVs2DDWr1+P1Wpl7dq1DB06FFCXrp44cSIXXHCBu1+akyRp0WmlFVZitSv4GnREBzVvHEN5cSEWkxG9wYuoxN5tFGHr2GxWkpOT2b17N7t37yY5ORm73V5vXYvF4vx+f1qh84NJiI4sISHBZV2MJUuWNFrfbrczf/58JkyYwODBgwF14SwvLy9CQkJc6tZeOOuRRx5Br9fTu3dv1qxZw/Llyzl27BgrVqzgiSee4N5776VXr17cdNNNzn8C3EW6u0WnlZpfsxyoVtu88cyFuZkAxPRKQqdvn6t1FWSe5uNDxSSVqPO/k7fvoFuvQSTWU/fQoUMMr/6+1GTnuc9+5lGNhpEjR56vcIVwu/T0dIKCahbq8fb2brT+nDlzOHjwIJs3b27W8wQHB7Nq1SqXskmTJvHiiy/y0UcfcfLkSVJSUpg9ezaLFi1y6yAyaUmLTutYnjqyu1dLBo1VJ+n23tUdHtud+L6DiO87iLBm7NKli+jRdkEJcZ7UXhMjKCio0SQ9d+5cvv76azZs2EB8fM3fSnR0NGazmeLiYpf6jS2c9cEHHxASEsL06dPZuHEj1157LQaDgRtvvJGNGze646U5SZIWndaxXHUUc1IL9lMuynEk6Y4/srs+xWb50xddg6IozJ07lzVr1rB+/Xp69uzpcnzUqFEYDAaXhbNSUlJIS0urd+Gs/Px8Fi1axBtvvAGAzWZzXjqyWCzYbDa3xi/d3aLTOpqnJum+zUzSiqLUtKQ72chuhyKzLGciuoY5c+awatUq/vvf/xIYGOi8zhwcHIyvry/BwcHceeedLFiwgLCwMIKCgpg3bx7jx49n3Lhxdc43f/58HnroIeLi1FUIJ0yYwD//+U+mTJnCsmXLmDBhglvjl3+nRadktyscr+7u7hfVvOlXxfk5mKoq0Gi1RPfonPPyi8waFEXxdBhCtLm3336bkpISJk6cSExMjPP26aefOuu88sorXHPNNcyYMYNLLrmE6OhoPv/88zrnWrt2LcePH+f+++93ls2dO5devXoxduxYzGYzTz31lFvjl5a06JTSiyoxWux46bV0D2/eNemMY4cACImMxeDV+ECUjkirgSq7hoLK+keCC9GZNOWfUR8fH5YuXcrSpUsbrTd16lSmTp3qUubn58fq1atbFWNjpCUtOqWjuY49pAPQNXNk9+kj+wAIj+3h7rDahbAALwCOFZo9HIkQ4lwkSYtO6Wj1oLHmdnUDnD6yF4Bu8b3cGVK7ERWozhk/ekbmSQvR3kl3t+iUjjmTdM2gMYvFwoEDBwCqF/6ou8CJzWYlPeUgAN0SOnaSdix2AnD0yBHnPOnoYB8oMHNUWtJCtHuSpEWn5Oju7htZ05I+cOAAL69eT1Ri7wYX/sg5dRyzsRKDlw/BEfXPkewoai92cvKX3cysLo8KUq+znyyyYLaq1+2FEO2T/HWKTsdmVziR7xjZ7Tr9Kiqxd6MLf5xO3gtAeEwCmg6+PSXULHYSFhXnLAv2NWDQKphtcCRH1vEWoj3r+J9CQpwlrbASk9WOt15LQphfsx7rSNIRsfUtrtk5aNAQ5qWOeN2TVuzZYIQQjZIkLTqdlOrWYd+oFozsdiTpuO7uDqtdCfdWp1/tSSvycCRCiMZIkhadzuHqrRgHxgSdo6YrU2UFeRmpQOduSQM1Len0Ys8GIoRolCRp0ekcqk7Sg2KDm/W4gkw1QXeL64G3b/M35ehIQr3VJH36TCX5Zefeg1cI4RmSpEWnczi7uiUd27yWdH7GSQC6Dxjm9pjaGy8tdA9WJ3fsPFXo4WiEEA2RJC06lcIKM9klRgAGNLO7Oz+9Okn37/xJGmBgN3XlsW2pkqSFaK8kSYtO5VBWCQA9wv0I8G76MgB2u93Z3Z3YRZL0gAg1Se+QlrQQ7ZYkadGpHG7h9eji/Gwsxiq8/fyJ7d2/LUJrdxwt6cPZpZQaZYlQIdojSdKiU3EMGmvu9ei86q7ungNHotN1jYX4wnx19Aj3Q1Fg1ymZiiVEeyRJWnQqLR005kjSvYaMdntM7dmYnmGAXJcWor2SJC06jSqzjZPVy4EOasagMUVRyEtXr0f3HtrVknQ4ANtTz3g4EiFEfSRJi07jcHYJdgUiArzpFujd5Mflpp3AVFWBzmAgod/gNoyw/Rlb3ZLen1FChcnq4WiEEGeTJC06Dcc61MMTQtBomr4c6MkDOwDoFt8bvcGrLUJrtxLC/EgI88VqV9gmrWkh2h1J0qLTcCxxOSIxpFmPO75vOwBR3fu6OaKO4aI+3QD4+ViBhyMRQpxNkrToNPbWakk3ld1u59jeLQBE9+oaU6/OdlGfCAB+OS5JWoj2RpK06BTyy0xkFleh0cDQ+KbPkc46kUxFSRF6L2+6xfdswwjbrwt7h6PRwNHccnJLjZ4ORwhRiyRp0Snsre7qjg/Uc+zwAXbv3s3u3buxWBpfpOPonl8BiErsjbaLzI8+W6i/F0Pi1H9sNkuXtxDtiiRp0SnsTVcX4zCXFvDR1tN8tPU0L69ez4EDBxp93NFdapKO6dE1r0c7SJe3EO2TJGnRKThGdseGBRDfdxDxfQcRldi70cdYLWZOHtwJQHQXHTTmcFFfNUn/dCwfu13xcDRCCAdJ0qLDs9kV9meoG2uEeTU9weSlHcdqMRMcEUVQeGRbhdchXNA9jEBvPQXlZvZlFHs6HCFENUnSosNLzi6l3GTFV68hyND0JJ15VO0KTxo1oVnzqjsjL72WS/qpU7HWJed5OBohhIMkadHhbT2pLsIxIMILbRNzraIoZBzdD8DAsZPaKrQOZfJAtTfhx+RcD0cihHCQJC06PMfmEIMim75aWGlhPmWF+egMBvqNHN9WoXUoE/tFotXAkZwyMooqPR2OEAJJ0qKDs9sVtjuSdLemJ+nM44cB6DN0LD5+AW0SW0cT6u/FBd3Vtbyly1uI9kGStOjQjuSUUVJlwd9LR69QQ5Mfl3kiGYCBYye2UWQd02UD1C7vHw5Ll7cQ7UHXXL1BdBqO69GjeoShP+uCtM1mJTk52Xk/OTkZu92HitJi8jNOAZKkz3bF4GiWfHeELSfPsP7XHYT46AAYMmQIBkPT/wkSQriHJGnRoTl2blK3XCx1OVaQeZqPDxWTVOIHQPL2HXTrNYjs1BQUxU5oVDzhMQnnO+R2rXu4P0PigjmQWcLiL/cxPDGc3LQTLABGjhzp6fCE6HIkSYsOy2ZX2HpSvR49rlcYnCmtUyc8tjvxfQcB6r7RAPt++h6A7oNGnadIO5Zpw2I4kFlCiXcU8X2TPB2OEF2aXJMWHdbe9CJKqiwE+egZFh/SpMeYKis4ukfd9UqSdP2uHhoLQIFJQ7nJ6uFohOjaJEmLDmtjSj4AF/frhl7XtF/l9JS92G1WQrpFExwR3ZbhdVhxIb4khRsADcdyyzwdjhBdmiRp0WE5kvTE6pWymuJU9VrdiUlD2ySmzuKiRF9AHT0vhPAcSdKiQ8orM3IgU12v+9KkpiXpqvJSsk+qo7279x/WZrF1Bpck+qJFIa/MRLG5ay+ZKoQnSZIWHdJPR9UtFQfHBREZ6NOkx5w6vAfFbqf7gOFdfkONcwn01hLrZwcgtVw+JoTwFPnrEx3ShhR1RazfJDUt2SqKwokDalf36MuvbauwOpUe/mqSTq/QYrLK9pVCeIJMwRIdjtFiY+OR6iTdv2lJOvP4YUoKctDq9Qy/9CqSt29qyxA7HIvFwoEDB5z3k5OTifDyIdDHlzKjla2ZVcgK50Kcf5KkRYez6Wg+FWYbscE+jEgIadJjtn3/bwASkobjFxjchtF1TAcOHODl1euJSuwN1Cz8Mig2lq0nC/n6aCXzFaXLb+kpxPkm3d2iw/lmfzYAVw6JaVLSMFaUs/PHLwDod8HFbRlahxaV2Jv4voOI7zuIsOh4AIbEBaNF4USRhZ2nizwcoRBdjyRp0aEYLTbWVe93fPXQmCY9ZsePX2CqqiQoLJLonv3bMrxOx89LT2L1tenlP6d6OBohuh5J0qJD2ZjSvK5uRVH45b//AqDfqAulu7YF+gaqSXrt4RxOn6nwcDRCdC2SpEWH8tX+LACuamJXd9bxQ+RlpOLt508vWQa0RYK8FEZEe6MosHTDcU+HI0SXIkladBiFFWZ+OKR2dV87Iq5Jjznw83cAjJ16Awbvps2nFnXdNDAAgP/szuRUgbSmhThfJEmLDmPNnkzMNjuD44IYHHfuEdp56SfJO30MncHAxBvvPA8Rdl5JEV5MTOqGza7w2rpjng5HiC5DkrToEBRF4dMdaQD8bnRikx5zcMt6AEZffj0hEVFtFltX8dDl6raVX+zNJEXW9BbivJAkLTqEPenFHM0tx1uv5bfDYs9Z/+SBnWSnpqDRapl0013nIcLOb0h8MFcOjkZR4OkvD6EosgqZEG1NFjMR7ZpjJazXthUDMCbGQMqBPej1eudxjUaDXq8nOTkZu90HRVH48r0XAOg78iIiYpvW8u5KbDYrycnJzvuOn9256k7vbmNdMmw5eYav92czrQn/MLV3Z6+2BjBkyBAMBoOHIhKihiRp0a4dOHCAJat/Yid9AA0Ze35i0QE7SUPVkdrJ2zeh9Qkgaego5ypZRT+vJe3IPnQGA0MnXuPZF9BOFWSe5uNDxSSV+AE1K4zV9+/M2XWjbSWk0Y3F3yRzaVI3gnw6djI7e7W13LQTLABGjhzp2cCEQJK06ACKA3uhlGmID/EljiB0fsHE9x0EqB+ojvu5aSewmE18/97zAAwYfSl+gSEejLx9C4/t7vJzbGpdm/0Q5mIdOaVGnv7yEC/fNLytQ21zjtXWhGhv5Jq0aNcqzHbnVomjuoees/7+jV9RlJdFaGQsg8b+pq3D65J0Wpg3JgStBj7fnelcplUI4X6SpEW79tXRCqyKhnB/L7qH+zVatygvi8NbfgTg+rlPovfyOh8hdkkDIry4b6LaPfzo5/s5mV/u4YiE6JwkSYt2K7/MxJdH1YUzxvQMa3SFMbPJyC9frkKx2xl60VQGjZNWdFv742X9GJEYQqnRyl0rdlJSafF0SEJ0OpKkRbv1+rpjGK0KoV52+kYGNFr3q2XPU3ImF9+AIG544OnzE2AX56XX8u6to4gN9uFkQQX3/GsnVWabp8MSolORJC3apeN55Xy8XV28ZEiIrdFW9Ml9W/nlq1UATLjuDgJCws5LjAIiA3147/YL8PfSsfVkIXd8uJ1Ks9XTYQnRaUiSFu2O3a7w6Of7sdoVRsV4082n4UUzCrLS+PXLlQAMGjeJ2D4yQvd8GxQbzMo7xxDgrWfryUJuXraVrOIqT4clRKcgU7BEu7Nqexo7ThXh56Vj9sggfjhQ/xKUeekn2fif97FbrQwa9xuGXTL1PEcqHEZ1D+Ofd47hjg92sC+jhCte2cgDY4IZGePjsjDI2QuH1F6MBmi07tnHhegKJEmLdiXtTCXPfXcEgD9NSSLSr6jeemey03nn4TswVVYQFpPArIdf4tDW9eczVHGWEYmhLPlNCH/6Np1Skw/P/FxEN0pYXGljykWjgboLh9RejObsRURkkREhJEmLdsRosXHvv3ZRbrIyqnsot1/Yg3176ybpotwMvnjtMUoL8wkOj2LyrfPx8W98YJk4P6IC9EyO13JaE8K+9GLyCeb+b/O4Me8At1/YXa1Ta+GQ2ovR1Hs+WWREdHGSpEW7oCgKj39xkMPZpYT5e/HmLSPQaesOFss6mcIvX63CbKwkukc/Lrz6d/j4B3ogYtEQvRYu7duN/tGBrNt/mnyTlo+3p/Hx9jR6hxrwsWvxLTcR5i/z2IU4F0nSol14cW0K/96VgVYDb9w8gphgX5fjNpuVdR+/y4bPlgMKPQeN5M5F75C8fZNnAhbnFBXkwyVRVkb0juHXAgP/O5TLiSILoOfQtjSCfQ34E0mETcFmlx21hKiPJGnhUYqi8Ob647y1UV07etH0wUzoE+FSpyDrNJ+99iTpRw8C0HfUxcz+61uyolgHMbCbF7+fOpKCchPvfbed/x4qJt+so6TKQgnhZJkg5eeTRHrp6J1hZPBQO156mXgiBEiSFh5ksdl58r+HnPOhH72yP78f1915vLCwkNdee41/fbQKu82Kb0AQwy+9ir5jJkmC7oAiAryZ2tufgvwCInv25XRhBTsPHKGIQExWSLfqeOHXIpbvW8f04XEM9pcVzISQJC084lRBBQv/vY8dp4rQaOCxqwZw18W9ADhz5gzvvPMOL774IiUlJQAMGj+JGx54muN7t3kybOEmXnotfSMDKSUbrW8lUQPHsPfoafItBs5UmHn/l1QAIrz1XBhaQY9zrNsuRGclSVqcVxUmKx/+eoo31h/DaLHj76Xj1ZkjmDwgkh07dvDee+/xr3/9i6oqdTGMPn36MPjym7j42tsaXXVMdFwaDcSG+GIPtTFzTByl/vF8tjODHw7nUGDS8uW+LML9vejprcUq165FF9NlkvSBAwfIy8sDPL8gQlsu0lD73GcvFNGc5znXohPnun/2ohTrtu5hXWoVa09UUmqyAzAoQs+VIXl88ve/cO/GjZw8edL5fElJSfz+97+ne/fu7C7xkwTdjthsVpKTk533a7/3ycnJ2O0+DdY9+/jZ5z2acoQBAzTcPUjDUFsJn2f4c7pKbV2fqdBz93+zuPFkJZN6+OGt17T49xla/rfQnMeer5ha87fuzudx1+fPueIoL+86u651mSS9ZncGgaHGdrEgQlsu0lD73LUXimju8zS26MS57uemneAesx3Cu7MjtZBv9pzmRJEFRVGwleZhObkDe+o2NmSf4NvyUudz+vn5cfHFF2MP78XgCydTpNHw67pNdOs1iMRW/2SEuxRknubjQ8Uklahd0LXf++TtO1zer7p1dzT4ftatu524XoOYPOEi9meWsONELsUWPe/tLmXl3hKi7fksMtm5dPwF54y5NX9zbfX36s6YWvO37s7ncdfnz7niyDh2qFWvqyPpMkk6pmcSId2iPR2GU1su0uA497kWimjqeaDuohOO++Hd+1NYYcYUfQajPpDt5cEU6Ppz6xe52IwnMGcfxZR9FHP2May5x7CUFbo8h5ePH4lJQ7hz5rXMmzePlJQUPtp62uV5RPsTHtu93t+N+t6vs+s257wA3gYdo3uEoZz4hXxDNLm6CMqMVk4Tyeyvc/ltxj6uHxHH2F7h9c6td2jN31xb/b26K6bW/q2783nc9fnTWBymqkq3nLMj6DJJWrSOBS1lNi/2ZxRTWGHmFIlUVvqw6eeTKDYLlkITlvwUzPmnsOSfxpx/Cltpfp3zaHV6wqPjiek7mEum3Uxi/6HknDrGlHHd8ff398ArEx2FDoU4QyVXjO1BSm4Z249lU2LR8u9dGfx7VwahfgYu6tuNkYkhJEUHEhPsS6ifAa1WQ4nRRqkFMooqqTLbyCzT8s/9pfzz2F6OZ54hvUgPBafQADaLniMbztArZQ+9IvzxqqrCKDtwCg+RJC2cFEUhr8zEibxyNh6vYG+hju27MzhTYaaSJGzFZVg3bMZSlIW1MAtLUSaW/FNYCjPBXv+nWJ8+fejTpw9G/xiGXDSFuN4DOPDLD+j8guk15NzdlEKcTafVMDAmiMCydEb1jeFguR/f7M+mqNLCV/uy+GpfVgOP9ILszOrv9ewrqgAqqu9rwWJxfn8o38yh/CyXx4YVnyY+xBc/k4ZKi70tXlqHZFcUKkxWvGVue5uQJN2F2BTIKbeyPbWQ7JIqckuN5JSYyC01kl5UybHMAkrzc7CWFWAry8daWoC1OFtNykXZ2KtKGzy3wcuHkOg4+g4djY9/IDdPHsOMGTMIDQ1l9+7dLl3YQriDRgMDIryYNWUoi6YPZk9aMb8cL+BwdinHcssoKDdTbqrZ29qgVQjw8cLXoENjrmR4fABD+iRSVZjNzpMFxCT0BCAnPZXRvbvhExrNifxyth/P4VSxlcIKM4UVZsDAji9yGbt/K5P6R/Kb/pH0ivDvtIMbrXbIKzVSWGnmNBEYTQEc3pZGlcWG0WzgP2k58FkOAAYtaDDgm38KDQn4mjXYTxcR4mfAYlUTumieDpGkly5dyosvvkhOTg7Dhg3jjTfeYMyYMZ4Oq10xW+3klho5lG8irUJL9qlCUonCZPRl/8bDlBYVUFFyho9+3IG9ohhbZTG2iiJspQVqUi7Nx26qOOfzBEdEERHXHQ0agiLjGXnpVGJ69OPE/u3o/UMYPv5SMo4dYuTI7oSGhp6HVy4EGHRaxvQMY0zPMJdyi82OosC+vXv4ZHsa8X37AerAo1kjghk5sje7d5eQka0QF6ouRasUKFyc6MvIkeogpd27bbz/y2kI705GYRXHc4oot2r49cQZfj1xhme+SaZHuB/je4czIiGUkd1D6BURgLaR6+PnYrMrFFeaKao0U1hhobDCRGGFhaJKMxUmK5nZpRwq0nE8JQ+tRkMB3dBZvFDSivDSaymv1LA/14Q+o5ggHwOBPnoCfQz1ruSmKAqFFWayS4xkFVeRWVzFyfwKThaUk5xZRGGVF2SkV9fuBjag3FR93/U1qh0MGsxVFiCAYitkHy+oPurFxjW59N/6C0lRgfSLDqR/dCD9ogLpFujd4p9VUzWWRxYsWMCHH36Iv78/zz33HLNmzXI+7rPPPmPlypV89dVXbR5jfdp9kv70009ZsGAB77zzDmPHjuXVV19l6tSppKSkEBkZ6enw3EpRFMw2O0azHaPVhtFio9JspbisguKScopLS8k+U0pmfiFZeWfILSik4EwhhUVFlJeWYDOWYzdWYDeWY68qxVZZgq2yGGzWcz63Q1BQEAkJCQQHB1OKOqirW1wP8jNPERzbi9GXTgFg17ov0fkFM3DMpQCdthUhOjaDTk1KjQ0oawpvHcR3C6B3twB6a/P4zaA4cnXd2HAkj22pZzh1ppJTZyr5eLuazAK99cSH+REX4kNsiC8RAd7odRr0Wg16rRaLzc7x02XsK9KRfDgXk9VGcamerd/lUfn1/yiusnDuRqcOykqqv48AC5w65kiIBrZuKoRNv7g8wsegJdDHgE6jwWS1YbbaMVrt51w73degI9TPgK0kG3+DlkED+uPvracw4wQzR8cz7oIRmK12tu7ay392ZREU24P9u3dg0gfiExZDYaWZwnITRivsTS9mb3qxy/nD/b3oGxVAbIgv0UE+RAX5EBnoTaCPgQAfPZmlVqps6j9d+ha8l43lkW3btrFq1Sr+97//cezYMf7v//6PqVOnEhERQUlJCY899hg//vhjs5/TXdp9kn755ZeZPXs2d9xxBwDvvPMO33zzDe+//z6PPPJIk8+zMSUfv3wwlumw7itlS8lxgnwNBPsaCPLRE+Sjx9+gwUtjx0tjR6tYsVgsWK3q17NvZ5dXmUyUV5ooqzRRWmmktNJIeaWJ8iojFVUmKk1mKqpMVBnNFJeWUFJWgd1mxWauwmoy8rbFhM1sRLGYsFuMKFYTikW97w7efgH4+AfSPaYbvXv3JjIykqioKOLj40lISHDegoKCAOp0Ue9a9yU6r7b/b1eIjiA2UM81I3ty50U9KTdZ+fV4AbvSitiTVsz+jGLKTFaSs0tJzm74EpFKB2WOOlow2VCbqqpgXwNh/l6E+hkI8/cmzN+gJseCfI5klxIUFoFdgazTJ1B03gRFRGG22ikrL8fP2wurRk9plYUKs3pOo8WOsYHPlG6B3sQE+xAT7EPPiAB6d/PHWpjJrynZ9Orv+BzYg84QTK9u6tawFgOE+Ojw89Lj5wWR/nqCvBTiQ/3IpQSdFwwfok65Sjt6iN8MikUXlkhKTikpuWWk5JRxurBSnQd/srDeuGp4QeYJNBrQmps317qxPKLVapk4cSIXXHABF1xwAfPnzyc1NZWIiAj+/Oc/c99995GY6LlJoO06SZvNZnbt2sWjjz7qLNNqtUyePJktW7Y061y/vr0QDQqKzcrPNgvYLCg2K0r1V2ztf51grcELg7cv3j5+BAQFExQcTFhoKBFhocRERRAdEUZ5eTkH88wk9BtMxrFD+IXHMGbSVXh5+6hdfOO6e3SOuBCdTYC3nimDopkySJ3iabHZOZlf4ew6zi6porDCjLV6ty+rXUGv1VBVVsTJvDLCukXio9dSeSaLawZHMXbEYEL91MSs19U/GGv37t18VFVEfG91M5pdp39F5x3M8MHDgeru/HFxzr91q81OuclKmdFKSZX6Weet1+Kl1+Kt1xHm71VvV/ju3fnsPO6en5NWA/FBBkYOjeHqoTHO8iqzjeN55RzLKyOn1EhuiZGcUqM6psBopdxkpbjCSIXFDmhQFLDYm96aPlceuf/++1m2bBlFRUWcPHmSqqoq+vTpw+bNm9m9ezdvvfWWe34ALdSuk3RBQQE2m42oqCiX8qioKI4cOVLvY0wmEyZTzX+KjrWfrfmpzQ9AqwetFrR6NFodGq0OtDo0Oh1oat2v9VWr06HX6zHodOj0OrwMegx69eZl0OFt0GO3Wik22gkICcXL4IXZVMnAuDB6JCbg7+dDgI8Pvr7e+Pr64u3tjbe3Nz4+Pmi15x49eezYMU5W5qHRaDBWlmO2ZXFin7redUHmaTZb08nNzW3SeVKP5FFWpHafZZ5IRuvtj7eOc94/+3nOda7a9VvzvG1Vt6HHBthMZFT/vDKOHUTj613vYzNSU2rqpaZg9c9p1fO25LG1Yziya3O7/rk29bGt+X1u7HfuXL+/zXne8OobvnWPHcs9Rm5GHoGKuqmMJfM0RV6RnFCKm/16WvOzcefz1K7f3Jh8gZ5ATy8govrmjOM4G47kERrTHasCWQWppAPFxcUu53B8XtZ2rjwydepUfv/73zN69Gh8fX1ZsWIF/v7+3HfffXz44Ye8/fbbvPHGG0RERLBs2TIGDTrPA2CVdiwzM1MBlF9//dWlfOHChcqYMWPqfcxTTz2lAHKTm9zkJrcudnvqqafckkeefvppZf78+cq+ffuUqKgoJS8vT3n//feVkSNHtiyZtUK7bklHRESg0+nq/OeVm5tLdHT9q4c9+uijLFiwwHnfalXXDk5ISGhSS9TdysrKGDhwIIcPHyYwMPC8P39b6ayvCzrva5PX1fF01tfW2telKAqFhYUkJiai0+mc5We3oqH5eeTIkSP861//Ys+ePbz//vtccskldOvWjZtuuon/+7//o6ys7Ly+F+06SXt5eTFq1CjWrVvHtddeC4DdbmfdunXMnTu33sfU190xYcKEtg61QaWl6qCQuLg456CszqCzvi7ovK9NXlfH01lfmzteV0JCQpPqNSePKIrCPffcw8svv0xAQAA2mw1L9SI3jq822/ldfq5dJ2lQ56/dfvvtXHDBBYwZM4ZXX32ViooK5yg9IYQQojFNzSP/+Mc/6NatG9OmTQPUBt7TTz/N1q1b+e677xg4cCAhISHnNfZ2n6R/97vfkZ+fz5NPPklOTg7Dhw/n+++/rzMIQAghhKhPU/JIbm4uixcv5tdff3WWjRkzhoceeoirr76ayMhIVqxYcf6DP+9XwbsYo9GoPPXUU4rRaPR0KG7VWV+XonTe1yavq+PprK+ts76utqBRFFlMVQghhGiPZNsSIYQQop2SJC2EEEK0U5KkhRBCiHZKknQbWrx4MRdeeCF+fn4NDttPS0vj6quvxs/Pj8jISBYuXIjV2vRdq9qLHj16oNFoXG7PPfecp8NqtqVLl9KjRw98fHwYO3Ys27dv93RIrfb000/XeW/69+/v6bCa7aeffmLatGnExsai0Wj44osvXI4risKTTz5JTEwMvr6+TJ48mWPHjnkm2GY612v7wx/+UOc9vOKKKzwTbBMtWbKE0aNHExgYSGRkJNdeey0pKSkudYxGI3PmzCE8PJyAgABmzJjR6qVMOxtJ0m3IbDZz4403ct9999V73GazcfXVV2M2m/n/9u4+KKrqjQP4l7UFWV4WFnlZYFwWEQQRUhNkTBnFeBmXDJlpo1Q0TccIX5Os0RitfoAGOjhOlk4LZclEZgajW4RAhkiK0aghCcqQIy+GIgGlCM/vD4ebG2gi4F3w+czcmT3nnnvvc/bOzrPn7r17jh8/jszMTGRkZODtt99+xJEOjC1btqCurk5Y4uPjxQ6pT7qns0tMTMTp06fh7++PsLAwNDY2ih1av40fP97g3Pz4449ih9RnbW1t8Pf3x65du3pdv3XrVqSnp2P37t0oLS2FhYUFwsLC8Pfffz/iSPvuv/oGAOHh4QbncP/+/Y8wwr4rKipCXFwcTpw4gby8PHR0dCA0NBRtbf/MW79mzRrk5OQgOzsbRUVFuHLlCubNmydi1EZI5LvLHws6nY7kcnmP+sOHD5NEIqH6+nqh7oMPPiBra2u6efPmI4yw/1QqFW3fvl3sMPolICCA4uLihHJnZyc5OztTUlKSiFH1X2JiIvn7+4sdxoACQAcPHhTKXV1d5OTkRNu2bRPqmpubyczMjPbv3y9ChA/v330jIoqNjaW5c+eKEs9AaWxsJABUVFRERHfOj1QqpezsbKFNRUUFAaCSkhKxwjQ6PJIWUUlJCSZMmGDwQH1YWBhaWlpw7tw5ESN7OMnJybCzs8PEiROxbdu2IXXZvns6u9mzZwt1DzstqjG6cOECnJ2d4e7ujpdeegm1tbVihzSgLl26hPr6eoPzJ5fLERgYOCzOHwAUFhbCwcEBXl5eWLFiBZqamsQOqU+6ZyRUKBQAgLKyMnR0dBics3HjxmH06NHD5pwNBKP/x7HhrL6+vtfp07rXDSUrV67EpEmToFAocPz4cbz55puoq6tDWlqa2KE9kIeZFnWoCAwMREZGBry8vFBXV4fNmzdj+vTpOHv27LCZtKH789Lb+Rtqn6XehIeHY968eVCr1aiursZbb72FiIgIlJSUGEwwYay6urqwevVqTJs2Db6+vgDunDNTU9Me9+sMl3M2UDhJ99GGDRuQkpJy3zYVFRVD8sacf+tLX++eeczPzw+mpqZYvnw5kpKSep2Zhj06ERERwms/Pz8EBgZCpVLhiy++wJIlS0SMjD2oF154QXg9YcIE+Pn5YcyYMSgsLERISIiIkT2YuLg4nD17dkjeCyE2TtJ9tG7dOixatOi+bdzd3R9oX05OTj3uHu6+s/FeU3E+Sv3pa2BgIG7fvo2amhp4eXkNQnQD62GmRR2qbGxs4OnpiaqqKrFDGTDd56ihoQFKpVKob2howJNPPilSVIPH3d0do0aNQlVVldEn6ddeew25ubn44Ycf4OrqKtQ7OTnh1q1baG5uNhhND8fPXH9wku4je3t72NvbD8i+goKC8N5776GxsREODg4AgLy8PFhbW8PHx2dAjtEf/elreXk5JBKJ0C9j9zDTog5Vra2tqK6uxoIFC8QOZcCo1Wo4OTkhPz9fSMotLS0oLS2959MVQ9nly5fR1NRk8IXE2BAR4uPjcfDgQRQWFkKtVhusnzx5MqRSKfLz8xEdHQ0AqKysRG1tLYKCgsQI2Shxkh5EtbW1uHbtGmpra9HZ2Yny8nIAgIeHBywtLREaGgofHx8sWLAAW7duRX19PTZu3Ii4uLghdYm4pKQEpaWlmDlzJqysrFBSUoI1a9Zg/vz5sLW1FTu8BzZcp0V9/fXXERkZCZVKhStXriAxMREjRoxATEyM2KH1SWtrq8Ho/9KlSygvL4dCocDo0aOxevVqvPvuuxg7dizUajU2bdoEZ2dn4UuXMbtf3xQKBTZv3ozo6Gg4OTmhuroaCQkJ8PDwQFhYmIhR319cXBw+//xzHDp0CFZWVsLvzHK5HObm5pDL5ViyZAnWrl0LhUIBa2trxMfHIygoCFOnThU5eiMi9u3lw1lsbCwB6LEUFBQIbWpqaigiIoLMzc1p1KhRtG7dOuro6BAv6IdQVlZGgYGBJJfLaeTIkeTt7U3/+9//huQMNzt37qTRo0eTqakpBQQE0IkTJ8QOqd+0Wi0plUoyNTUlFxcX0mq1VFVVJXZYfVZQUNDr5yk2NpaI7jyGtWnTJnJ0dCQzMzMKCQmhyspKcYN+QPfrW3t7O4WGhpK9vT1JpVJSqVT0yiuvGDy6aYx66w8A0ul0Qpu//vqLXn31VbK1tSWZTEZRUVFUV1cnXtBGiGfBYowxxowUPyfNGGOMGSlO0owxxpiR4iTNGGOMGSlO0owxxpiR4iTNGGOMGSlO0owxxpiR4iTNGGOMGSlO0owxxpiR4iTN2BDg5uaGHTt2iB1Gv2RkZPSYlpAxdn+cpNmwtmjRIpiYmMDExARSqRSOjo545pln8PHHH6Orq0vs8B7YyZMnsWzZsn7t4+eff4ZWq4VSqYSZmRlUKhU0Gg1ycnLwKP54UKvV4rfffhv04zA2nHCSZsNeeHg46urqUFNTgyNHjmDmzJlYtWoVNBoNbt++LXZ4D8Te3h4ymeyhtz906BCmTp2K1tZWZGZmoqKiAnq9HlFRUdi4cSNu3LgxgNH21NHRAXNz8yEzKxpjRkPk/w5nbFDFxsbS3Llze9Tn5+cTANqzZw8RES1evJjmzJlj0ObWrVtkb29Pe/fuJSKi4OBgio+Pp/Xr15OtrS05OjpSYmKiwTapqank6+tLMpmMXF1dacWKFfTnn38K63U6HcnlcsrJySFPT08yNzen6Ohoamtro4yMDFKpVGRjY0Px8fF0+/ZtYTuVSkXbt28XytevX6dly5aRg4MDmZmZ0fjx4yknJ6fX96C1tZXs7OwoKirqnu9TV1eX8PrMmTMUHh5OFhYW5ODgQPPnz6erV68K648cOULTpk0juVxOCoWC5syZYzBhx6VLlwgAZWVl0YwZM8jMzIx0Op3Q926JiYnk7+9Pn3zyCalUKrK2tiatVkstLS1Cm5aWFnrxxRdJJpORk5MTpaWlUXBwMK1ateqefWFsOOGRNHsszZo1C/7+/vjqq68AAEuXLoVer0ddXZ3QJjc3F+3t7dBqtUJdZmYmLCwsUFpaiq1bt2LLli3Iy8sT1kskEqSnp+PcuXPIzMzE0aNHkZCQYHDs9vZ2pKenIysrC3q9HoWFhYiKisLhw4dx+PBhfPrpp/jwww/x5Zdf9hp7V1cXIiIiUFxcjH379uHXX39FcnIyRowY0Wv77777Dk1NTT3iuJuJiQkAoLm5GbNmzcLEiRNx6tQp6PV6NDQ04PnnnxfatrW1Ye3atTh16hTy8/MhkUgQFRXV4+eDDRs2YNWqVaioqLjnlIrV1dX4+uuvkZubi9zcXBQVFSE5OVlYv3btWhQXF+Obb75BXl4ejh07htOnT9+zH4wNO2J/S2BsMN1rJE10ZwpHb29voezj40MpKSlCOTIykhYtWiSUg4OD6emnnzbYx5QpU+iNN9645/Gzs7PJzs5OKOt0OgJgMPJcvnw5yWQygxF3WFgYLV++XCjfPZL+9ttvSSKRPPA0jMnJyQSArl27JtT99NNPZGFhISzdo/B33nmHQkNDDbb//fffCcA9j3f16lUCQGfOnCGif0bSO3bsMGjX20haJpMZjJzXr19PgYGBRHRnFC2VSik7O1tY39zcTDKZjEfS7LHBI2n22CIiYQQJ3BlN63Q6AEBDQwOOHDmCl19+2WAbPz8/g7JSqURjY6NQ/v777xESEgIXFxdYWVlhwYIFaGpqQnt7u9BGJpNhzJgxQtnR0RFubm6wtLQ0qLt7v3crLy+Hq6srPD09H6LX//SjvLwc5eXlaGtrE36b/+WXX1BQUABLS0thGTduHIA7o14AuHDhAmJiYuDu7g5ra2u4ubkBAGpraw2O8dRTT/1nHG5ubrCyshLKd7+fFy9eREdHBwICAoT1crkcXl5eD91vxoYaTtLssVVRUQG1Wi2UFy5ciIsXL6KkpAT79u2DWq3G9OnTDbaRSqUGZRMTE+Eyb01NDTQaDfz8/HDgwAGUlZVh165dAIBbt27ddx/32++/mZub96mfY8eOBQBUVlYKdWZmZvDw8ICHh4dB29bWVkRGRgoJvHu5cOECZsyYAQCIjIzEtWvXsGfPHpSWlqK0tLRHHwHAwsLiP2PrS78ZexxxkmaPpaNHj+LMmTOIjo4W6uzs7PDcc89Bp9MhIyMDixcv7tM+y8rK0NXVhdTUVEydOhWenp64cuXKQIcOPz8/XL58+YEfZwoNDYVCoUBKSsp/tp00aRLOnTsHNzc3IYl3LxYWFmhqakJlZSU2btyIkJAQeHt74/r16/3tUq/c3d0hlUpx8uRJoe7GjRv8GBd7rDwhdgCMDbabN2+ivr4enZ2daGhogF6vR1JSEjQaDRYuXGjQdunSpdBoNOjs7ERsbGyfjuPh4YGOjg7s3LkTkZGRKC4uxu7duweyKwCA4OBgzJgxA9HR0UhLS4OHhwfOnz8PExMThIeH92hvaWmJvXv3QqvVYs6cOVi5ciXGjh2L1tZW6PV6ABBuOouLi8OePXsQExODhIQEKBQKVFVVISsrC3v37oWtrS3s7Ozw0UcfQalUora2Fhs2bBjwPgKAlZUVYmNjsX79eigUCjg4OCAxMRESicTgZwrGhjMeSbNhT6/XQ6lUws3NDeHh4SgoKEB6ejoOHTrU447o2bNnQ6lUIiwsDM7Ozn06jr+/P9LS0pCSkgJfX1989tlnSEpKGsiuCA4cOIApU6YgJiYGPj4+SEhIQGdn5z3bR0VF4fjx45DJZFi4cCG8vLwwa9YsHD16FFlZWdBoNAAAZ2dnFBcXo7OzE6GhoZgwYQJWr14NGxsbSCQSSCQSZGVloaysDL6+vlizZg22bds2KH0EgLS0NAQFBUGj0WD27NmYNm0avL29MXLkyEE7JmPGxIToEfzVEGNDRGtrK1xcXKDT6TBv3jyxw2H/0tbWBhcXF6SmpmLJkiVih8PYoOPL3YzhzrPHf/zxB1JTU2FjY4Nnn31W7JAY7vyV6fnz5xEQEIAbN25gy5YtAIC5c+eKHBljjwYnacZw5/EhtVoNV1dXZGRk4Ikn+KNhLN5//31UVlbC1NQUkydPxrFjxzBq1Cixw2LskeDL3YwxxpiR4hvHGGOMMSPFSZoxxhgzUpykGWOMMSPFSZoxxhgzUpykGWOMMSPFSZoxxhgzUpykGWOMMSPFSZoxxhgzUpykGWOMMSP1f4uMdWowWLxrAAAAAElFTkSuQmCC",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -701,7 +646,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -711,7 +656,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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VSvAXmj17Np9++qntubUlvm7dOkaOHAlo17anT5/Otddei16v58orr2T16tW2rnyTycShQ4fsrocDfPzxx7Rp08Z2Lbsig8HAypUrefjhh4mNjcXPz4/Jkyfz4osvVqr7wgsvcO2119r9AfT2229z++23M2LECCZNmsSECRNqPE93p1NKKWcH0ZBOnz5NdHQ0p06dok2bNs4Op7L8fLBOopCXB35+tXv9jh1QUAAjRjg+NlGz+rx3KSlgMkFMTMPE1swVFRWRmJhIu3bt8Pb2rte+CgsL6dKlC19++SWxsbEOivDS7N+/n1GjRnH48GGCgoIa9diurqb3OCcnh6CgILKzswls5r2J0pJu6u68Ew4f1u6lFk3HqFHyvrkIHx8fPvvsM7tWcWNJSUnhs88+kwQtqiVJuqlbu1ZrkYmm5bPPtB4Q4RKs3cONbcyYMU45rmg6JEk3dVFRzo5A1MWgQc6OQAjRBEiSbipkoYamqbQU9u+3f9+6d4cL7sEVQoiqSJJ2dfn58OCD8MUX2qQZISFaeUYGKKVNZPL+++Dr69w4hT2LBWbP1qZ0vWCEL0FBMHUqvPACXGQEr2gcd955J926deOf//xnnV4/ZMgQZs6cKSOVhcPJN4Srk4UamqannoLFi+HVV+H4ce2Prfx87efXXtO2VTEDlnCMxl5P+plnnuGpp56q04xk69evp3///nh5edGxY0c++eSTi75mz549XHHFFXh7exMdHc28efMq1fnqq6/o2rUr3t7e9OrVq9I9z//6178ICwsjLCyMN954w27b1q1bGTBgwCXNPS4amLOX4WpoLr9UZV6eUlqbWPv5QsHBSv3+e/Wv37RJqyMaX03vXXi4UqtXV//a1au1pStFnVzKUpXe3t4qODhYZWRk2MovXKpSKaXuu+8+9eCDD9YrntLSUhUeHl5pycuLOX78uPL19VUzZsxQBw4cUO+8844yGAxqdQ2fnezsbBUeHq4mTZqk9u3bpz7//HPl4+Njt5Tm77//rgwGg5o3b546cOCAeuaZZ5TRaFR79+5VSim1e/du5ePjo9auXat++eUX5e3trfbs2aOUUspkMqm+ffuqbdu21eE34TiyVKVGWtKuThZqaJpyc2se1BcZWfVc7cJhxowZQ0RERI2zdpnNZr7++utKCzwUFxfz5JNPEh0dbWvhfvTRR9Xux2AwcM011/DFF1/UKsZFixbRrl073njjDbp168bUqVO5+eabeeutt6p9zdKlSykpKeHjjz+mR48eTJw4kccee8xu5q5///vfXH311cycOZNu3brx0ksv0b9/f94tm4r24MGD9O7dm1GjRjF69Gh69+7NwYMHAW1SlhEjRjBIBje6BEnSrk4WamiaRo6Ev/8dqrr39tw5ePJJrY5oMPVZT/quu+7i888/5+233yYhIYH3338ff+vENdW4/PLL+e2332zPT5w4gU6nq3EBic2bN1e6DWvcuHGV5hi/8DUjRozAs8If7+PGjePQoUNkZmZe0n579erF4cOHSUpK4uTJkxw+fJiePXty7NgxlixZwssvv1zjuYrG4zJJ+tVXX0Wn0zFt2jRbWVFREVOmTCE0NBR/f38mTJhQafWVZk8WamiaFi2CM2e0FnP//tpCKOPHaz9HRmrbFi50dpTNXl3Wkz58+DDLly/n448/5qabbqJ9+/aMHj2av/71rzUeKyoqilOnTtmuSxuNRrp06YJvDYM6q1ubOScnh8LCwlq9xrqtpjrW7d26deOVV17hqquuYuzYscydO5du3brx4IMPMm/ePNasWUPPnj3p168fGzdurPG8RcNyidHd27dv5/3337dbvxVg+vTp/PDDD3z11VcEBQUxdepU/vKXv/D77787KVInkIUamqboaNi9G9asgS1byt+3yy+HV16BsWNlZHcjqe160vHx8RgMBq688spaHcfHxweLxUJxcTE+Pj60bt3a1oXsih566CEeeugh2/NPP/2UgIAAYmNj6dKlC9u3b+f06dNMnDiRxMTESotniMbh9CSdl5fHpEmT+OCDD+y6WLKzs/noo49YtmwZo0aNAmDJkiV069aNLVu2MGTIEGeF7ByyUEPTo9eXt6CF01RcT/ruu++221ZxPWlr97GPj0+djpORkYGfn1+tXl/d2syBgYHV7udS1nOurk516z2fO3eOF154gY0bN7J161Y6d+5Mp06d6NSpEyaTicOHD9OrV69LPi/hOE7/U37KlClce+21la6fxMXFYTKZ7Mq7du1KTExMjddrmj2lYN06+OADWLlSpgR1ddu2wb//rd1uNWuW9vP27c6Oyu3UZj3pXr16YbFY2LBhQ62OsW/fvlqvCR0bG8vatWvtyn7++ecaF/qIjY1l48aNtjWZra/p0qULLVq0qNN+p0+fzvTp02nTpo3des8ApaWlsuazMzlzaPnnn3+uevbsaRtif+WVV6rHH39cKaXU0qVLlaenZ6XXDBo0SP3jH/+odp9FRUUqOzvb9jhw4ECD3IJVUlKi4uLi7B4lJSW139HFbsEaP16prCzt5/PnlRo8WCmdTqlWrZTS65Xq2lWp9PT6nYyom5reu7Q0pYYP196rtm2Vuvxy7dG2rVY2fLhWR9TJpdyCdcMNN9iV3Xnnncrb27vSLVj9+/dX77zzjl3Z3XffraKjo9WKFSvU8ePH1bp169SXX35p296lSxf1zTff2L3myiuvVC+++KLt+enTp1WXLl3U1q1bqz0P6y1YM2fOVAkJCWrBggWVbsF655131KhRo2zPs7KyVHh4uLrzzjvVvn371BdffKF8fX0r3YLl4eGh/vWvf6mEhAT13HPP2d2CVdFPP/2kLr/8cmU2m5VS2m2r3t7e6scff1Tvv/++Cg0NVQUFBdWeQ0ORW7A0TkvSSUlJKiwsTO3evdtW5ogk/dxzzymg0sPRSTouLk5NevJ1NWPBN2rGgm/UpCdfV3FxcbXf0cWStE5X/mX+8MNKde+u1PHj2vNTp5QaMECphx6q+4mIuqvpvZswQanYWKUOHqz8uoMHlRo6VKmbb26cOJuhuiTpxMRE5enpWSlJv/fee2rIkCGV9j99+nQVGRmpPD09VceOHdXHH39s2w6oJUuW2J6fPn1aGY1Gu++ZxMREBah169bVeC7r1q1Tffv2VZ6enqp9+/Z2+1VK+05r27atXdnu3bvV8OHDlZeXl2rdurV69dVXK+13+fLlqnPnzsrT01P16NFD/fDDD5XqFBQUqM6dO6tdu3bZlX/wwQcqPDxcxcTE1Preb0eRJK1x2nrS3377LTfddBMGg8FWZjab0el06PV61qxZw5gxY8jMzCQ4ONhWp23btkybNo3p06dXud/i4mKKi4ttz5OTk+nevbvD15PeuXMnS7ecpE2nHgCcPrKfSUPa0r9//9rt6GJrEuv12qCjsDDtmvS8eXD99eXb166F++/XZrISjaum9y4gADZuhOq6P+PitFuwcnMbPMzmyNXWk37yySfJzMxk8eLF9YpFlJP1pDVOGzg2evRo9u7da1d2zz330LVrV9skAkajkbVr19rmwz106BBJSUk1/kfy8vKyG4WYk5PTMCfQmKwjTzMzoUMH+20dO2q38wjX4uUFNX32cnO1OsLpHLGedFhYGDNmzHBgVEJonJakAwIC6Nmzp12Zn58foaGhtvL77ruPGTNmEBISQmBgII8++iixsbHuN7L77ru1L3STCRIToUeP8m2pqVChp0G4iL/+FSZPhrfegtGjwfrXfk6O1vsxY4a2OIpwCfVdT/qJJ55wTCBCXMDpt2DV5K233kKv1zNhwgSKi4sZN24c7733nrPDalyTJ5f/fMMNUFBgv/1//4OyEarChbz5pjZd68SJ2nKV1tmhSkrAwwPuuw/+9S/nxiiEcHkulaQvnD7P29ubBQsWsGDBAucE5AqWLKl5+3PPQYXr+sJFeHlpM4q99pp2/bniJDQDBpS3rIUQogZOv09a1FNGBjzyiLOjENUJDIQ//Ukb7FdUBL/8Av/5D5w/7+zIhBBNgCTppi4jAz791NlRiAt17669NwCnTkHPnjB9Ovz8M8yerW1PTHRujEIIl+dS3d2iCv/3fzVvl1uvXNPBg9q1aNBmGouKgvh4CArSbte66SZ4+mlYtsypYQohXJskaVd3443aLVg13c5eYXEA4YI2b9ZWxQoK0p77+8MLL2iDyoQQogbS3e3qIiPhm2+0kcJVPXbudHaEojrWP56KirT3saLWreHs2caPSQjRpEiSdnUDBmijg6tzsVa2cJ7Ro7X1o3Ny4NAh+20nT2prggshRA2ku9vVzZypTT9ZnY4dtVWxhGt57jn759bpQ62+/x6uuKLx4hFCNEmSpF3dxb7I/fyglovTi0ZwYZK+0OuvN04czZyTlh4QjUDeW410dwshmhyj0QhAwYUz8Ilmw/reWt9rdyUtaSFEk2MwGAgODiY9PR0AX19fdHKXQ7OglKKgoID09HSCg4PtVkp0R5KkhRBNUkREBIAtUYvmJTg42PYeuzNJ0kKIJkmn0xEZGUlYWBgmk8nZ4QgHMhqNbt+CtpIk3UBMJlOl9bJ79erl9tdXhHA0g8EgX+ii2ZIk3UD27t3Lm8t/JTymAwBpSceYAfTv39+5gQkhhGgyJEk3oPCYDrTp1MPZYQghhGii5BYsIYQQwkVJkhZCCCFclCRpIYQQwkVJkhZCCCFclCRpIYQQwkVJkhZCCCFclCRpIYQQwkVJkhZCCCFclCRpIYQQwkXJjGNCCDtKKcxmMyUlJRQXF1NSUmJ7XPjc+rBYLFgsFpRSKKUu+nPFMusxKx6/vj/L/pr2/sxmM8XFxRQVFVX5b35+Pu5CkrQQTVBpaSm5ublkZ2eTk5NDdna27efc3FwKCwspKCio8d+atlX8whRCOI8kaSGcTClFdnY2Z8+eJT09nbNnz9r9XLHs7NmzZGdnN3pLwsvLC09PT9uj4nOj0Yher0ev16PT6dDpdNX+XNVznU4HYPu3tj/L65pGbLV5nV6vx8vLC29v7yr/NZvNTJw4EXcgSVqIBmBNvGfOnLE9UlJSSE1NrTL51nU9ZG9vb4KCgggMDLT9GxAQgK+vLz4+PnX619vbG29vb1sS9vDwsPsiFcLZcnJynB1Co3G/JG1tgfj4gL5s3JzJBCUlYDCAt3d53YICUEors65XW1oKxcXoiorsdmssKUZfWAhms62u3mzGo7AApb9gfF5hIVgs4OVVOTa9XoutqroeZW+X2QxFRaDTga9ved2iIm2bpydY162uTV2LRTsegJ9fed3iYu28jUatfm3rKqX9LkGLwfqFX1Ki/e5rU9fDw/73VtX7WZu6tXnvL6hbUFDAYeAEkPjaaxw8c4ajiYmcPHmStORkLEVFWICKnxRvtNGaRYClrMwA+AJ+/v4EhIXRqlUrwsLCiGrRglahoYRERtIyIoKwsDBatmhBCx8fAoOCCIyIwNP6e6vv56S697OoSDvnun5OKr6f9f2cVPd+1vVzUt1776DviEr/l2tTt6b3U74jyt8jd6CauVOnTilAnTp1Sito2VIpUGrfvvJKixdrZTfcYP/itm218m3bysv++1+lQGUPHqxmLPhGvfnTIfXmT4dUSkS0VnfdOqWUUnFxcerjB55UClRy935qxoJvVFxcnLaPgQO1uitXKpWXp/1sffTpYx/DlVdq5cuXl5dt2qSVdexoX/eaa7TyJUvKy3bt0sqiouzr3nyzVv7uu+Vlhw9rZUFB9nUnT9bK580rLzt9Wivz8LCv+8gjWvlzz5WXZWaWn19JSXn53/+ulf397+VlJSXldTMzy8ufe04re+QR++N5eGjlp0+Xl82bp5VNnmxfNyhIKz98uLzs3Xe1sptvtq8bFaWV79qllFIqOztb7X3iCaVA7YyMVF27dlV6vV4B6nBZvENBUfa4uazsNw8P1aNHD3XVVVepu+66SyWHhSkF6ud//EOtWrVK7dixQ6UvWaIda+BA+xiGDtXKV6woL1u3Tivr3t2+7pgxWvl//1tetm2bVta2rX3dG27QyhcvLi/bt08ra9nSvu7tt2vlb71VXpaYqJX5+trX/dvftPKXXy4vS08vfz8revxxreyf/ywvq/h/IS+vvPyf/9TKHn/cfh/Wuunp5WUvv6yV/e1v9nV9fbXyxMTysrfe0spuv92+roO+I9SYMfZ1u3e3+45QSmnvLWjvdUUVvyOsfvpJviOUUqqkRGWX/T/Lzs5WzZ37taSFuARmiwUD8Nprr/HloUPs3r2bOy0WPgHOpKRwMCUFgFC01jHAPXffzYN/+hPt2rWj8549MHUqw4cNY9/69eU77tsX0tMZM2YMXHWVVpaa2linJYRoYnRKNe9hnKdPnyY6OppTp07Rpk0bh3Vl7dq9m//Gp9GmUw8A0vbvZOKgaPoOGQIGAzt37uTz348T07YjSq/nZNIxJg1pS//+/e27p4qLwd9f23daGgQESFeWE7q7C4qL2bhtGz/99BNr1qwh8cABdNh3S3du147YAQPo2acPPQcOpG/nzkR06KBtTEuD0NBL78asb5fnhe9nQ3Z31+dzIt3ddasr3d3az9V8R+SkphIUFUV2djaBgYE0Z+7Xkq74YbEyGss/hBVV/MBaeXiAhweq4n9UwOTphcXHp/w/H2AxGCj1qWIfFf+DFRfbx1Zx24V1rQyGqs/jgphqXVevr7qul1fl6+e1qavTVV3X07P8P15d6kKd6yql2Lt3L2vWrOGnn37it99+o7jCe6HX6+nbty/Dhw9n+PDhDBs2jKioKPv9Vbwu5udn995bPyeVVPV+1qZude9nfT8n1b2f9f2cVPd+1vdzAvWvW93/ewd9R9SrbmO+983lO6KZcr8kLdxWeno6P//8Mz/99BM//fQTqRd0M0dHRzNu3DjGjh3L6NGjCQkJcVKkQgihkWlBRbNVUlLC+vXrmTVrFv379yc8PJw77riDzz77jNTUVHx9fbnmmmuYP38+CQkJnDx5kg8++IBbbrlFErQQzYTZbObZZ5+lXbt2+Pj40KFDB1566aVKs53Nnj2byMhIfHx8GDNmDEeOHLFtLy4u5s477yQwMJDOnTvzyy+/2B3j9ddf59FHH22Q+KUlLZqVs2fP8uOPP/L999/z008/kZuba7e9b9++ttbysGHD8Lqw200Id2c2w/PPw3//qw1qjIqCu++GZ57RuppNJu3nH3+E48chKAjGjIFXX9XqgnYZ729/g+++g4gIeO89rY7V669DUhK8806Dn85rr73GwoUL+fTTT+nRowc7duzgnnvuISgoiMceewyAefPm8fbbb/Ppp5/Srl07nn32WcaNG8eBAwfw9vZm8eLFxMXFsXnzZlatWsXtt99OWloaOp2OxMREPvjgA3bs2NEg8UuSFk3eyZMn+eKLL/juu+/YsmWL3V/I4eHhjB07lrFjx3LVVVcRHh7uxEiFaAJeew0WLoRPP4UePWDHDrjnHi0ZP/aYNsBr50549lno0wcyM+Hxx+H667W6AIsXQ1wcbN4Mq1bB7bdrgyt1OkhMhA8+KK/bwP744w9uuOEGrr32WgAuu+wyPv/8c7Zt2wZorej58+fzzDPPcMMNNwDw2WefER4ezrfffsvEiRNJSEjg+uuvp0ePHrRv356ZM2dy7tw5WrVqxcMPP8xrr73WYAPYnNrdvXDhQnr37k1gYCCBgYHExsayatUq2/aRI0dWmj7woYcecmLEwlWcO3eOhQsXcsUVV3DZZZfx1FNPsXnzZpRS9OvXj9mzZ7Nt2zbOnDnDZ599xh133CEJWohL8ccfcMMNcO21cNllcPPNMHYslCU1goLg55/h1luhSxcYMgTefVdLyklJWp2EBC1p9+gBU6bA2bNw7py27eGHtT8EGmlU9tChQ1m7di2HDx8GYPfu3WzatInx48cDkJiYSGpqqnZbJNZTDGLw4MFs3rwZgD59+rBp0yYKCwtZs2YNkZGRtGzZkqVLl+Lt7c1NN93UYPE7tSXdpk0bXn31VTp16oRSik8//ZQbbriBXbt20aOHdmvT/fffz4svvmh7jW9VIySFW1BK8fvvv7NgwQL+97//2abS1Ol0jBw5kltvvZU///nP2q12Qoi6GTpUawkfPgydO8Pu3bBpE7z5ZvWvyc7WWsnBwdrzPn3gP//RbsFaswYiI6FlS1i6VBs17qCkduH0oF5eXpUuYT311FPk5OTQtWtXDAYDZrOZOXPmMGnSJADbANIL/4gPDw+3bbv33nvZs2cP3bt3p2XLlixfvpzMzExmz57N+vXreeaZZ/jiiy/o0KEDH3/8Ma1bt3bI+YGTk/R1111n93zOnDksXLiQLVu22JK0r68vERERzghPuAiTycSyZct466232L17t628f//+3H777UycONGh/ymEcGtPPQU5OdC1q3Z7ltkMc+ZAWVKrpKgInnwSbrutvHV8772wZw90764l5+XLtW7x2bNh/XrtmvYXX0CHDvDxx1DH/7/R0dF2z5977jmef/55u7Lly5ezdOlSli1bRo8ePYiPj2fatGlERUUxefLkSzqO0WhkwYIFdmX33HMPjz32GLt27eLbb79l9+7dzJs3j8cee4z//e9/dTqfqrjMNWmz2cxXX31Ffn4+sbGxtvKlS5fy3//+l4iICK677jqeffbZGlvTxcXFdve7XjhwqKGYzaUkJCTYnickJGCxVHGfobhkJSUlfPbZZ7zyyiskJiYC2oISkyZNYsqUKfTr18/JEQrRDC1frrV4ly3Tuqvj42HaNG1Q2IVJzWTSur2V0q5jWxmNcEFS4557tGvau3bBt99qLfR587SyOia1U6dO2V0Lrmog6MyZM3nqqadsq2b16tWLkydPMnfuXCZPnmxrBKalpREZGWl7XVpaGn379q3yuOvWrWP//v18+OGHzJw5k2uuuQY/Pz9uvfVW3n333TqdS3WcnqT37t1LbGwsRUVF+Pv7s2LFCrp37w7A7bffTtu2bYmKimLPnj08+eSTHDp0iG+++aba/c2dO5cXXnihscK3OZd8ks/3Z9ElW/sDImHbdlq170FMo0fS9FksFpYtW8bTTz9NUtk1rrCwMGbMmMH9998vt0cJ0ZBmztRa09alIHv1gpMnYe5c+yRtTdAnT8Kvv9Z8jXndOti/Hz78UNv/NddoE5Lceqt2PbuOrOOZalJQUID+gkWODAYDFos2l2C7du2IiIhg7dq1tqSck5PD1q1befjhhyvtr6ioiClTprB06VJb97l1sKrJZMJsNtf5fKri9CTdpUsX4uPjyc7O5uuvv2by5Mls2LCB7t2788ADD9jq9erVi8jISEaPHs2xY8foYJ2O8QKzZs1ixowZtufJycm2pN/QQqPalk8TmnSsUY7Z3GzYsIEnnniCuLg4ACIjI/nHP/7BAw88IOMRhGgMBQXl06FaGQzaNJ9W1gR95IiWgENDq99fUZE2eGzp0vLuc+sdGCaT9rwBXXfddcyZM4eYmBh69OjBrl27ePPNN7n33nsBbUzLtGnTePnll+nUqZPtFqyoqChuvPHGSvt76aWXuOaaa2w9ecOGDWPmzJncc889vPvuuwwbNsyh8Ts9SXt6etKxY0cABgwYwPbt2/n3v//N+++/X6nu4MGDATh69Gi1SfrCgQPutO5oU3bmzBkef/xxvv76awACAgL45z//yeOPP45PVdMeCiEaxnXXadegY2K07u5du7RBY2VJDZNJG/G9cyesXKklWevsfSEhlafxfOklreVsvTw1bJjWmr7nHq0V7eCkdqF33nmHZ599lkceeYT09HSioqJ48MEHmT17tq3OP/7xD/Lz83nggQfIyspi+PDhrF69Gu8Lpkbdt28fy5cvJz4+3lZ28803s379eq644gq6dOnCsmXLHBq/05P0hSwWi9015Yqsv5iK1w1E02Y2m1m4cCH//Oc/yc3NRa/X8+CDD/L8888TFhbm7PCEcD/vvKPdA/3II5Cerl2LfvBBbdAXQHIy/N//aT9feM123ToYObL8+b592jXuCkmNm2/WBo9dcYV2C5eDk9qFAgICmD9/PvPnz6+2jk6n48UXX7S7k6gqPXv2tJuJDLR5/t977z3ee+89R4RbiVOT9KxZsxg/fjwxMTHk5uaybNky1q9fz5o1azh27BjLli3jmmuuITQ0lD179jB9+nRGjBhB7969nRm2cJD4+HgeeOABtm/fDmg9Je+//z59+vRxcmRCuLGAAJg/X3tU5bLLyrurL6ZnT61LvCK9XpuBrIGSWnPj1CSdnp7OXXfdRUpKCkFBQfTu3Zs1a9Zw1VVXcerUKX755Rfmz59Pfn4+0dHRTJgwgWeeecaZIQsHMJlMvPLKK7z88suUlpYSGBjI3LlzefDBBzFUXElKCCHcnFOT9EcffVTttujoaDZs2NCI0YjGkJCQwF133WWb53bChAm88847cglDCCGqIKtgiUZhsVh466236NevHzt27KBFixYsW7aMr776ShK0EEJUw+UGjonm5/Tp09x5552sX78egKuvvpqPPvqIKOuKOUIIIaokLWnRoL7//nv69OnD+vXr8fPzY9GiRfz444+SoIUQ4hJIS1o0iJKSEp588knbbQ8DBgzgiy++sN0TL4QQ4uKkJS0c7tixYwwbNsyWoKdNm8bvv/8uCVoIIWpJWtLCob799lsmT55MTk4OISEhfPLJJ5VWOxNCCHFppCUtHMJsNvPMM89w0003kZOTw7Bhw4iPj5cELYQQ9SAtaVFvmZmZTJo0iVWrVgFa9/a8efMwGo1OjkwIIZo2SdKiXvbv388NN9zAsWPH8PHx4YMPPmBSdYvDCyGEqBVJ0qLOfvrpJ2655RZycnK47LLLWLFiRbWLpAshhKg9uSYt6uTDDz/kmmuuIScnhxEjRrBjxw5J0EII4WCSpEWtWCwW/vnPf3L//fdjNpu54447+OmnnwitadF3IYQQdSLd3eKSlZSUMHnyZL744gsAZs+ezfPPP49Op3NyZEII0TxJkhaXpLCwkAkTJrBq1So8PDz48MMPmTx5srPDEkKIZk2StLionJwcrr/+ejZs2ICPjw/ffPMNV199tbPDEkKIZk+StKhRRkYGV199Ndu3bycwMJCVK1dyxRVXODssIYRwC5KkRbWys7MZN24cO3bsIDQ0lJ9++on+/fs7OywhhHAbkqRFlXJzcxk/fjw7duygZcuWrF+/nh49ejg7LCGEcCtyC5aopKCggOuuu47NmzfTokULfvnlF0nQQgjhBJKkhR2TycSECRPYsGEDgYGBrFmzhj59+jg7LCGEcEuSpIWNUopHHnmE1atX4+vry6pVqxg0aJCzwxJCCLcl16RrwWQysXfvXgASEhKwWLydHJFjzZ07lw8//BC9Xs8XX3zB0KFDnR2SEEK4NUnStbB3717eXP4r4TEdSNi2nVbtexDj7KAcZNmyZTz99NMAvP3227IOtBBCuADp7q6l8JgOtOnUg5CINs4OxWH++OMP7rnnHgCeeOIJpkyZ4uSIhBBCgCRpt5eamsott9xCSUkJN910E/PmzXN2SEIIIcpIknZjJpOJv/71r5w5c4Zu3brx6aefotfLR0IIIVyFfCO7sVmzZrFx40YCAgJYsWIFAQEBzg5JCCFEBZKk3dSaNWt44403APj000/p0qWLkyMSQghxIUnSbujs2bPcfffdAEydOpWbbrrJuQEJIYSokiRpN6OU4v777yc1NZXu3bvLQDEhhHBhkqTdzJIlS/juu+8wGo0sXboUHx8fZ4ckhBCiGpKk3UhaWhpPPPEEAC+//DJ9+/Z1bkBCCCFqJEnajTz++ONkZWXRv39/ZsyY4exwhBBCXIQkaTfxww8/8OWXX6LX6/nggw/w8JAZYYUQwtVJknYDBQUFPPLIIwBMnz6d/v37OzkiIYQQl0KStBt48803SUpKIiYmhhdeeMHZ4QghhLhEkqSbuZSUFF599VUAXnvtNfz8/JwckRBCiEvl1CS9cOFCevfuTWBgIIGBgcTGxrJq1Srb9qKiIqZMmUJoaCj+/v5MmDCBtLQ0J0bc9DzzzDPk5+czZMgQ/vrXvzo7HCGEELXg1CTdpk0bXn31VeLi4tixYwejRo3ihhtuYP/+/YB2/fT777/nq6++YsOGDZw5c4a//OUvzgy5SYmPj2fJkiUAvPXWW+h0OidHJIQQojacOsT3uuuus3s+Z84cFi5cyJYtW2jTpg0fffQRy5YtY9SoUYA2EUe3bt3YsmULQ4YMcUbITco///lPlFJMnDhRfl9CCNEEucw1abPZzBdffEF+fj6xsbHExcVhMpkYM2aMrU7Xrl2JiYlh8+bN1e6nuLiYnJwc2yM3N7cxwnc527ZtY9WqVRgMBl5++WVnhyOEEKIOnJ6k9+7di7+/P15eXjz00EOsWLGC7t27k5qaiqenJ8HBwXb1w8PDSU1NrXZ/c+fOJSgoyPbo3r17A5+Ba7KO4r7zzjvp0KGDk6MRQghRF05P0l26dCE+Pp6tW7fy8MMPM3nyZA4cOFDn/c2aNYvs7Gzboz77qiulVKMfs6Lt27fz448/YjAYePrpp50aixBCiLpz+rRTnp6edOzYEYABAwawfft2/v3vf/PXv/6VkpISsrKy7FrTaWlpREREVLs/Ly8vvLy8bM9zcnIaLPYLWRT8b+dpUrOL8OYyIkzF9G20o5eztqLvuOMO2+9WCCFE0+P0lvSFLBYLxcXFDBgwAKPRyNq1a23bDh06RFJSErGxsU6MsHqnS/05nVlIqUWRhw9HTcEkZxY2agzx8fH88MMP6PV6aUULIUQT59SW9KxZsxg/fjwxMTHk5uaybNky1q9fz5o1awgKCuK+++5jxowZhISEEBgYyKOPPkpsbKxLjlQuxMhJUwAAV3RsycGjxzhLEL8dPctfB0Y3Whzz588H4NZbb6VTp06NdlwhhBCO59QknZ6ezl133UVKSgpBQUH07t2bNWvWcNVVVwHavb16vZ4JEyZQXFzMuHHjeO+995wZcrUSCceCjugWPvSLCab4aBoZBJCWU8zhtDwaY56vtLQ0Pv/8cwCmTZvWCEcUQgjRkJyapD/66KMat3t7e7NgwQIWLFjQSBHVTZHJTAb+AIzsEoZOp8MTM9HGPE6YAtmSeJ5RoQ0fx6JFiygpKWHIkCEMHjy44Q8ohBCiQbncNemm6OT5AkCHr85EiJ+nrby1Rz4GnY6sAhO5pQ0bQ3Fxsa2XQVrRQgjRPEiSdoDE8/kAhBqK7Mo9dIo2IT4ApBQ07K/6iy++ID09ndatW8vUqUII0UxIkq4ni0Vx4pw1SRdX2t6+pXY1+kxhw/6q3333XQCmTp2K0Whs0GMJIYRoHJKk6yklu4jiUgselBKoL6m0vV1Zks4o0ZFVZG6QGPbu3cuOHTvw8PDgvvvua5BjCCGEaHySpOvJ2tXdgnyqWmQqwNtIWIAXoCPuTOWWtiNYV7q6/vrradWqVYMcQwghROOTJF1PpzMLAGhBXrV1rF3e21OKqq1TVyUlJfznP/8B4N5773X4/oUQQjiPJOl6sCg4l6d1cQdQ/cxiMaG+ABw8Z3L4vN4rV67k3LlzREZGMm7cOIfuWwghhHNJkq6HAuWB2aLwNOjxxlRtvVYBXuhR5BRbSMoocGgM1q7uu+66Cw8Pp0/FLoQQwoEkSddDnkUbRd0qwIsqLkfbeOj1BHtqLehdSVkOO/6ZM2f48ccfAbjnnnsctl8hhBCuQZJ0PViTtDYwrGYhXtYknemw43/55ZdYLBaGDh1Kly5dHLZfIYQQrkGSdD3k1iZJl7WkdzqwJb18+XIAbrvtNoftUwghhOuQi5h1pLDv7s6/SP1gDxPgwYEz2Wz8fQveRj0eHh7oCwvrtOZ0UlISW7ZsQafTMWHChDrsQQghhKuTJF1HhXhiQY+HXkcLP09OXKR+ftoJPCwdKNV7MvuT1fgbSunSewCexUV1StJff/01AFdccQWRkZF12IMQQghXJ0m6jvLwBspGblc1i8kFdECw0cw5MxAaQ6ivmTadeuBRWLfR3tau7ltvvbVOrxdCCOH65Jp0HeVXSNKXKkCv3aaVh0+9jn3y5Em2bt0qXd1CCNHMSZKuowK0JSlDKyxNeTH+ZUk6n0tP7FWxdnWPGDGCiIiIeu1LCCGE65IkXUeFZUm6he+lJ2m/siRdiCfmekw8Jl3dQgjhHiRJ14HZoiiqQ5L2xIK3UQ/oKFB1W04yJSWFbdu2AXDTTTfVaR9CCCGaBknSdZBTZAJ06LHg52W45NfpdNDSX+vqzrfUbczeqlWrABg0aJCM6hZCiGZOknQdZBZoi2r46szoLmFkd0Ut/axJum4t6ZUrVwJw7bXX1un1Qgghmg5J0nWQVaBdW/bRl9b6taEBWvd4Xh2SdHFxMT///DMgSVoIIdyBJOk6sLakfXS1T9LlLenad3f/9ttv5OXlER4eTv/+/Wv9eiGEEE2LJOk6sLakfevSkvb3BBQmDBSU1O71P/zwA6C1ovV6eeuEEOJSJCcnc8cddxAaGoqPjw+9evVix44dtu1KKWbPnk1kZCQ+Pj6MGTOGI0eO2LYXFxdz5513EhgYSOfOnfnll1/s9v/666/z6KOPNkjs8k1fB7bu7jq0pI0V1p4+l1dSq9dWTNJCCCEuLjMzk2HDhmE0Glm1ahUHDhzgjTfeoEWLFrY68+bN4+2332bRokVs3boVPz8/xo0bR1FREQCLFy8mLi6OzZs388ADD3D77bejlHYfbWJiIh988AFz5sxpkPhlWtBaKrVAXrGWnOtyTRrAjyKK8ORcXjHtfS5tYpPDhw9z5MgRjEYjV111VZ2OK4QQ7ua1114jOjqaJUuW2MratWtn+1kpxfz583nmmWe44YYbAPjss88IDw/n22+/ZeLEiSQkJHD99dfTo0cP2rdvz8yZMzl37hytWrXi4Ycf5rXXXiMwMLBB4peWdC3llWqjuT0oxair24wkvhQDkJl/6S3pH3/8EdBmGQsICKjTcYUQwt383//9HwMHDuSWW24hLCyMfv368cEHH9i2JyYmkpqaypgxY2xlQUFBDB48mM2bNwPQp08fNm3aRGFhIWvWrCEyMpKWLVuydOlSvL29G3TOCknStZRr0pK0D7Xrqq7I+tqMgkvfh/UayNVXX13n4wohRHOSk5Nj9yguLq5U5/jx4yxcuJBOnTqxZs0aHn74YR577DE+/fRTAFJTUwEIDw+3e114eLht27333kufPn3o3r07c+bMYfny5WRmZjJ79mzeeecdnnnmGTp27Mi4ceNITk526DlKkq6l/LIe7vokad+y12bmmy6pvslkYsOGDQCMHj26zscVQojmJDo6mqCgINtj7ty5lepYLBb69+/PK6+8Qr9+/XjggQe4//77WbRo0SUfx2g0smDBAhITE9m+fTvDhw/niSee4LHHHmPXrl18++237N69myFDhvDYY4858hQlSddWfll3t3XwV134lHV3F5rMFJeaL1p/x44d5OXlERoaSp8+fep8XCGEaE5OnTpFdna27TFr1qxKdSIjI+nevbtdWbdu3UhKSgKwLVKUlpZmVyctLa3aBYzWrVvH/v37mTp1KuvXr+eaa67Bz8+PW2+9lfXr1zvgzMpJkq6lArOWpL3qkaQNKLx0WnLOLLj4ftauXQvAn/70J7n1SgghygQGBto9vLwqD8QdNmwYhw4dsis7fPgwbdu2BbRBZBEREbbvWdC60bdu3UpsbGyl/RUVFTFlyhTef/99DAYDZrMZk0n7HjeZTJjNF2941YaM7q6ByWRi7969tucJCQnkl2oj+LQkXbepPUG7fatYGWwTo9TE+uEZNWpUnY8nhBDuaPr06QwdOpRXXnmFW2+9lW3btrF48WIWL14MgE6nY9q0abz88st06tSJdu3a8eyzzxIVFcWNN95YaX8vvfQS11xzDf369QO0PwJmzpzJPffcw7vvvsuwYcMcGr8k6Rrs3buXN5f/SnhMBwAObNtOQYQ2AtC7nknaV28iy+Jlu+e6OoWFhfzxxx+AXI8WQojaGjRoECtWrGDWrFm8+OKLtGvXjvnz5zNp0iRbnX/84x/k5+fzwAMPkJWVxfDhw1m9ejXe3t52+9q3bx/Lly8nPj7eVnbzzTezfv16rrjiCrp06cKyZcscGr8k6YsIj+lAm049ADiVdAKFDh3gWY/ubgDfsolQsi7Skv79998pKSmhdevWdOrUqV7HFEIId/TnP/+ZP//5z9Vu1+l0vPjii7z44os17qdnz552M5EB6PV63nvvPd577z2HxHohucBZC8VlLWc/L496/+KsU4pe7Jr0r7/+Cmit6NquuCWEEKJpkyRdC0VlSTrAu/4dENaWdE5hzUlarkcLIYT7kiRdC9aWdKB33a9FW3nqLBgNOiw1TFqWnZ1tmwRerkcLIYT7cWqSnjt3LoMGDSIgIICwsDBuvPHGSkPlR44ciU6ns3s89NBDTom32IEtaZ0OWvh61lhn8+bNWCwW2rdvT5s2bep9TCGEEE2LU5P0hg0bmDJlClu2bOHnn3/GZDIxduxY8vPz7erdf//9pKSk2B7z5s1zSrzW7u5An/q3pAGCfWvez++//w7A8OHDHXI8IYQQTYtTR3evXr3a7vknn3xCWFgYcXFxjBgxwlbu6+tb7cwvjam8u9uDcw7YX7CPJ6dq2G5N0o6+704IIUTT4FLXpLOzswEICQmxK1+6dCktW7akZ8+ezJo1i4KCgkaPTSlVobu74VvSJpOJrVu3ApKkhRDCXbnMfdIWi4Vp06YxbNgwevbsaSu//fbbadu2LVFRUezZs4cnn3ySQ4cO8c0331S5n+LiYruVUHJzcx0SX3GpBTMGwDHXpAGCaug2j4+Pp6CggBYtWtCtWzeHHE8IIUTT4jJJesqUKezbt49NmzbZlT/wwAO2n3v16kVkZCSjR4/m2LFjdOjQodJ+5s6dywsvvODw+HKKtFuljJgxGhzTAVFTS9ra1T106FCZr1sIIdyUS3z7T506lZUrV7Ju3bqLjmIePHgwAEePHq1y+6xZs+xWRTlw4IBDYswt0u5r9tY7bvJ0H6MBz2oSvlyPFkII4dSWtFKKRx99lBUrVrB+/XratWt30ddY50yNjIyscruXl5fdSig5OTkOiTWvLElbV69yBJ1OR6Bv5bdAKWXrUZAkLYQQ7supSXrKlCksW7aM7777joCAAFJTUwEICgrCx8eHY8eOsWzZMq655hpCQ0PZs2cP06dPZ8SIEfTu3btRY80tdnySBgiuYhBaYmIiqampGI1GBg0a5NDjCSGEaDqcmqQXLlwIaBOWVLRkyRLuvvtuPD09+eWXX5g/fz75+flER0czYcIEnnnmmUaPNb8sSXvqLA7db1AV16WtXd0DBgzAx8fHoccTQgjRdDi9u7sm0dHRbNiwoZGiqVleA7Wkq5oYRa5HCyGEABcZONYUNFSSDvauPDWo9f7o2NhYhx5LCCFE0+Iyt2C5MqWUbeCYp4OTdFCFgWMlpRZKCwrYu3cvAJdffrlDjyWEEKJpkSR9CUpKLZSWLVfl5eBr0j6eBtvPyZkFpJw5htlsJiIiQhbVEEIINydJ+hJYu7o9MGPQ1XwdvbZ06Gw/J2UUsGvbNgAGDRqETqer7mVCCCHcQJ2uSbdv357z589XKs/KyqJ9+/b1DsrVWJO0J6YGPU5yViHbt28HpKtbCCFEHZP0iRMnMJsrX5stLi4mOTm53kG5mvIkXdqgxzmVUWBL0nJ/tBBCiFp1d//f//2f7ec1a9YQFBRke242m1m7di2XXXaZw4JzFbaR3Q2cpI8mp3PkyBEABg4c2KDHEkII4fpqlaRvvPFGQJvOcvLkyXbbjEYjl112GW+88YbDgnMVjdXdvX/vbgA6dOhAaGhogx5LCCGE66tVkrZYtJHN7dq1Y/v27bRs2bJBgnI1+cVa135Dt6STjuwHpKtbCCGEpk6juxMTEx0dh0uz3SNNKWCouXI9ZCcfBmTQmBBCCE2db8Fau3Yta9euJT093dbCtvr444/rHZgrse/ubrgkXZR6DJCWtBBCCE2dkvQLL7zAiy++yMCBA4mMjGzW9/OaFRSaGr67Oxkozc9AbzDQr1+/BjuOEEKIpqNOSXrRokV88skn3HnnnY6Ox+UUld1pZtDr8LA4dkrQinaU/RvRtiN+fn4NdhwhhBBNR53uky4pKWHo0KGOjsUlFZq1XgI/TwMN2V8QX/ZvaNsuDXgUIYQQTUmdkvTf/vY3li1b5uhYXJK1Je3n1bAzqO4q+9czrPnN2CaEEKJu6pR5ioqKWLx4Mb/88gu9e/fGaLRfE/nNN990SHCuoMjWkm6cJF0a3LZBjyOEEKLpqFPm2bNnD3379gVg3759dtua2yAyW5L2arhR3RlAUtnPOX6tMVsUBn3z+j0KIYSovTol6XXr1jk6Dpdl7e72bcDu7viyfz2DwrEYfUnNKaJ1sE+DHU8IIUTT4H5LVebna//6+IC+7JK8yQQlJWAwgLe3raqusBAKi9FbvPDzNFAE6M1mPAoLMJpMVLw73NNUgqGkGJ3ZjDJorW5rXaW3v/RvNJnwKClGZ9Zu6dqFNjggKvIyPE3FJJ0vKE/ShYVgsYCXF3iUvV1mMxQVgU4Hvr7lOy4q0rZ5eoL1EkRt6los2vEAKo4wLy6G0lKtnqdn7esqBQUF2s++vlosoP3OTaba1fXw0H4XVlW9n7WpW817T0GBFou3t7atprrWfVesW1qq/S70eu14Vtb3szZ1L+W9r+/npLr3s76fk4rvZ30/J9W9n3X9nFT3ftb3c1Ld+1mbujW9n/X5nDSX7wjre+QG6jRw7E9/+hOjRo2q9uHSLrsM/P0hIaG87JNPtLKJE+2qdr/lFjbMvZWeacdsA8cG79/Bozf0Y8b/ltjVffHTt/lgzqO03rfDVtb38B4evaEfNz95t13dZ5e9xwdzHuWyHZsArSU9Ckg8uJUV//07pzILyiuPH6/FtmJFedmWLVpZnz725zZhgla+dGl52d69WlmnTvZ177xTK1+8uLzs2DGtrHVr+7oPPqiV//vf5WUpKVpZcLB93RkztPJXXikvy87Wyvz9tf+cVk8/rZU9/XR5WWlped3s7PLyV17RymbMsD9ecLBWnpJSXvbvf2tlDz5oX7d1a6382LHyssWLtbILbyfs1Ekr37u3vGzpUq1swgQqCQ/X3herFSu0uuPH29eLjdXKf/21vGzNGq1sxAj7umPGaOUrV5aX/fabVnbhhDfXX6+Vf/llednOnVpZ9+72dSdO1Mo/+aS8LCFBK7twgZz77tPKFywoL0tK0srCwuzrTp2qlb/+ennZuXPl72dFTz6plb3wQnlZQUF53YIK/wdeeEEre/JJ+31Y6547V172+uta2dSp9nXDwrTypKTysgULtLL77rOvW4vvCLp318p37iwv+/JLrez66+3rDhqklf/2W3nZypVa2Zgx9nVHjNDK16wpL/v1V60sNta+rjt+R0RF4S7q1JK2Xo+2MplMxMfHs2/fvkoLbzQXfp4eVF5B2zF2AZEVnp/KKKiuqhBCCDeiU0opR+3s+eefJy8vj3/961+O2mW9nT59mujoaE6dOkWbNm1q1ZW1Y9Pv3PlNCsUentw7oiMHN/2I0cuf/gOGsHPDKixBLekbeyUAe1d/jcEnkB7DR6MMBuLW/p+trtLr2bbpJwy+QfSNvZI9q/+Hh08APYaPwpybw5O3xqKANz/8nvcOlDB+UDvmTyybdcwdu7KaSnd3fn55CzEtDUJDpbtburulu7sRviNyUlMJiooiOzubwMBAmjOHXpO+4447uPzyy10qSVdS1WxeRmP5h7CCTDwp9PTRPrue2n8qi8FAqY8vJqPRbhbvEqMnBk8v2/XoinUvZDIasXh6oQwepJw8ihloBXTu3pXiI4c4eT6fnRW7z4BevXphi9BgqPo8LrxOWtu6en3Vdb287L/waltXp6u6rqdn+X+8utSF+tet5r23+7K6WF3rviu893h4lH9hVlTxy7Uudat7P2tTtzbvfX0/J9W9n/X9nEDDvff1/ZxU937Wpm5jvvfN5TuimXJokt68eTPeVb2xTVRm2dBuX09Dg91adjrxEAD9gOhQ7T9x4tlc3ly+hfCYDgCkJR1jBtC/f/8GiUEIIYRrqlOS/stf/mL3XClFSkoKO3bs4Nlnn3VIYK4gs0gbv92QE5mcPn4Q0JJ0mxbaX8RZRRZC23SgTaceDXZcIYQQrq9Oo7uDgoLsHiEhIYwcOZIff/yR5557ztExOk1mYVmSbsB7pJMrtKSDfIwEeGvHKmi4tTyEEKJ6zz+vdSlXfHTtWr598WIYORICA7VtWVn2ry8u1kaGBwZC587wyy/2219/HR59tIFPovmoU/ZZsmTJxSs1A9bubj/PhpltzGKxcObkUQD6oM3WFt3ClwMpOeSXyoxjQggn6dHDPrlWvG5eUABXX609Zs2q/NrFiyEuDjZvhlWr4PbbtYGVOh0kJsIHH8COHZVfJ6pUryZiXFwcCWX3Evbo0aPZrYOcVdbd3VCzjWWknqakqBAvoGNZWUyIJGkhhJN5eEBERNXbpk3T/l2/vurtCQnaPeI9ekD79jBzpnYve6tW8PDD8NprWitbXJI6ZZ/09HQmTpzI+vXrCS67UT0rK4s//elPfPHFF7Rq1cqRMTpNZmHDtqRTEg8D0J3yNyI6RLsuLUlaCOE0R45oE4Z4e2uTp8ydCzExl/baPn3gP//Rbr9aswYiI6FlS20CFW9vuOmmho29manTNelHH32U3Nxc9u/fT0ZGBhkZGezbt4+cnBwee+wxR8foNLaBYw3Ukk4pux7dq0JZdIg2wluStBDCKQYP1mZYW70aFi7UuqivuAJycy/t9ffeqyXq7t1hzhxYvhwyM2H2bHjnHXjmGejYEcaNg+TkBj2V5qBO2Wf16tX88ssvdOvWzVbWvXt3FixYwNixYx0WnLOVX5NuoCR9QmtJV52kG+SQQghRs4pT2fburSXttm21ZHvhFKpVMRrtp5EFuOceeOwx2LULvv0Wdu+GefO0sv/9z6HhNzd1aklbLJZKa0gDGI1GLBZLFa9oepRSFa5JN2x3t12SbqEl6YJSHQ6cDE4IIeomOFgbpX30aN1ev24d7N+vzae+fj1cc402Gcmtt1Z/XVvY1ClJjxo1iscff5wzZ87YypKTk5k+fTqjR492WHDOlFVgorTs742GaEmbTSbOJZ8E7JO09V7pUqWj0CT3YQkhnCwvT1tYIzLy4nUvVFQEU6bA++9rM5uZzdo0n6D9a5bvuIupU5J+9913ycnJ4bLLLqNDhw506NCBdu3akZOTwzvvvOPoGJ3ibF4xAJ56hUHv+OvDWedSsFjM+AYE2S2u4W00EOKjvS05hdLnLYRoZH//O2zYACdOwB9/aAO9DAa47TZte2oqxMeXt6z37tWeZ2RU3tdLL2ktZ+udP8OGwTffwJ498O672nNRozo1EaOjo9m5cye//PILBw9qM2Z169aNMRcut9aEncvVkrRXnf6MubisNG3ARFTbjuj2xdltC/MzkFFoIafIRERQ85lmVQjRBJw+rSXk8+e126aGD9eWvrTetbNokf0So9YlVpcsgbvvLi/ft0+7jh0fX152881aF/cVV0CXLrBsWQOfTNNXqyT966+/MnXqVLZs2UJgYCBXXXUVV111FQDZ2dn06NGDRYsWccUVVzRIsI3J2pL2NjTMdeHMCkmaC5J0uJ8HB8+ZyC40NcixhRCiWl98UfP255/XHhfTs6d2K1dFej289572EJekVu3E+fPnc//991e5NFhQUBAPPvggb775psOCc6az1pZ0AyXprHQtSUe27VRpW5ifNlAtR5K0EEK4tVol6d27d3P11VdXu33s2LHExcVVu/1Cc+fOZdCgQQQEBBAWFsaNN97IoUOH7OoUFRUxZcoUQkND8ff3Z8KECaSlpdUm7Do5l1cCgHfDDOy2b0lfwJaki+SatBBCuLNaJem0tLQqb72y8vDw4OzZs5e8vw0bNjBlyhS2bNnCzz//jMlkYuzYseRbF10Hpk+fzvfff89XX33Fhg0bOHPmTKVVuBqCrSWtd3xLurgwn8LcLAAiYyon6fCyJC3d3UII4d5qdU26devW7Nu3j44dKycWgD179hBZi2H6q1evtnv+ySefEBYWRlxcHCNGjCA7O5uPPvqIZcuWMWrUKEBb3KNbt25s2bKFIUOG1Cb8Wjlnuybt+H1nnU0FICS8Nd6+lRcvt7akc4tMWOReaSGEcFu1aklfc801PPvssxQVFVXaVlhYyHPPPcef//znOgeTnZ0NQEhICKAt4GEymexGjXft2pWYmBg2b95c5+NcCmuSbohr0tYkHdmuc5XbQ30M6FBYFOQXS5e3EEK4q1q1pJ955hm++eYbOnfuzNSpU+nSpQsABw8eZMGCBZjNZp5++uk6BWKxWJg2bRrDhg2jZ8+eAKSmpuLp6WlbxMMqPDyc1NTUKvdTXFxMcXGx7Xnupc43e4GGbElnn9euqYdXMWgMwKDX4euhTQ0q90oLIYT7qlWSDg8P548//uDhhx9m1qxZtmkrdTod48aNY8GCBYSHh9cpkClTprBv3z42bdpUp9dbzZ07lxcq3sNXBxaLsg0ca4hr0jnn0wGIaNuh2jp+Hor8Uh3ZRSZkUTchhHBPtZ7MpG3btvz4449kZmZy9OhRlFJ06tSJFi1a1DmIqVOnsnLlSjZu3EibNm1s5REREZSUlJCVlWXXmk5LSyOimrVOZ82axYwZM2zPk5OT6d69e63iySo0YbZoyblBWtLnylrSVQwas/It62bPKZQkLYQQ7qrOk1K3aNGCQYMG1evgSikeffRRVqxYwfr162nXrp3d9gEDBmA0Glm7di0TJkwA4NChQyQlJREbG1vlPr28vPDy8rI9z8nJqXVc1q5uf08djp4RNC87g6KCPADCottXW8/PozxJ4+nYGIQQQjQNDbMG4yWaMmUKy5Yt47vvviMgIMB2nTkoKAgfHx+CgoK47777mDFjBiEhIQQGBvLoo48SGxvbsCO7y26/Cm6AZnR60nEA/IJD8fLxhcKCKuv5lb0z2UWSpIUQwl05NUkvXLgQgJEjR9qVL1myhLvL5oB966230Ov1TJgwgeLiYsaNG8d7DTylnHVK0OAGmLg79aQ2KX1wq5pvVStvSZci/d1CCOGenJqkL2W9ZG9vbxYsWMCCCxcRb0BnbS1pxyfptCQtSQddJEn7liXpvOJSzHKrtBBCuKUGWuOpabOO7A5qkCStdXdfLEl76cGj7IJ4gdyFJYQQbkmSdBWsA8ca4pq0tSV9se5unQ6CfLQpWPNLHb+etRBCCNcnSboKtu5uB1+TLikqsN1+FdTy4tOnBpYl6QJJ0kII4ZYkSVfB1pL2ceyvJ7tsOlAf/0A8fXwvWj/QWxsyIC1pIYRwT5Kkq2BL0l6O7e7OOnsGgKDQS5uVzdqSzjc7NAwhhBBNhCTpC1gsivMNNHDM2pIOanlpSTpIuruFEMKtSZK+QFahidKyKUGDHHxNOrusJR0YGnZJ9QO9ZeCYEEK4M0nSF7B1dfsaMRocmxyzz6YAtW9Jl1h0FJosDo1FCCGE65MkfQHrlKAt/b0uUrN2SktKyMs6D1z6NWlPDz3eRu0tSpML00II4XYkSV/AOiVoS3/HTpidnaEtT+kfFIK3r98lv87a5Z0uSVoIIdyOJOkLnG2glnTO+bLlKdtWvzxlVaxd3tKSFkII9yNJ+gLWKUFbBTg2SWef01rS4TEdavU6621Y6fkyN6gQQrgbSdIVmEwmDp3URmCX5JwnISEBi8UxA7ayrS3pGpJ0fHw8O3futDuudUKTtDxpSQshRH29+uqr6HQ6pk2bZisrKipiypQphIaG4u/vz4QJE0hLS7Ntz8jI4LrrrsPf359+/fqxa9cuu31OmTKFN954o0HilSRdwd69e4k/cRaAg8mZLP15OxkZGQ7Zt3U60JqS9Jfbkli65aTdcaW7WwghHGP79u28//779O7d2658+vTpfP/993z11Vds2LCBM2fO8Je//MW2fc6cOeTm5rJz505GjhzJ/fffb9u2ZcsWtm7dapf0HUmS9AWUUZuus3V0DCERbRyyz1JTCXlZWtINqyFJR3XoRptOPeyOW97dbb6kpT2FEEJUlpeXx6RJk/jggw9o0aKFrTw7O5uPPvqIN998k1GjRjFgwACWLFnCH3/8wZYtWwBISEhg4sSJdO7cmQceeICEhARA63196KGHWLRoEQaD4xdkAknSlRRZtHujfT0d9ws/n3IKpSx4eHoRdIkTmVgFeHsAimKz4nx+icNiEkKIpi4nJ8fuUVxcXG3dKVOmcO211zJmzBi78ri4OEwmk115165diYmJYfPmzQD06dOHX3/9ldLSUtasWWNric+bN4+RI0cycODABjg7jSTpCixKUVzWq+zIJJ1+KhGAwNBwdLraTZDiodfjUxbKqYwCh8UkhBBNXXR0NEFBQbbH3Llzq6z3xRdfsHPnziq3p6am4unpSXBwsF15eHg4qanaVM5PPfUUHh4edOjQgRUrVvDRRx9x5MgRPv30U5599lkeeugh2rdvz6233kp2drZDz9HDoXtr4vJLFAprS9pxv5r008cBCGwZUafX+3koCs06TmUW0i+mxcVfIIQQbuDUqVMEBgbannt5Vb4r59SpUzz++OP8/PPPeHt71+k4QUFBLFu2zK5s1KhRvP766yxdupTjx49z6NAh7r//fl588UWHDiKTlnQFmUVaM9rbQ49B77gpQc+e1lrSlzrT2IV8PbRr0dKSFkKIcoGBgXaPqpJ0XFwc6enp9O/fHw8PDzw8PNiwYQNvv/02Hh4ehIeHU1JSQlZWlt3r0tLSiIioumG1ZMkSgoODueGGG1i/fj033ngjRqORW265hfXr1zv0HKUlXUF2kXbbkyNb0VChu7tVHVvSZd3dpzMlSQshRG2MHj2avXv32pXdc889dO3alSeffJLo6GiMRiNr165lwoQJABw6dIikpCRiY2Mr7e/s2bO8+OKLbNq0CQCz2YzJZAK0gWRms2PvxJEkXUFWsTVJO3aUXnlLuu7d3QCnMgodFpMQQriDgIAAevbsaVfm5+dHaGiorfy+++5jxowZhISEEBgYyKOPPkpsbCxDhgyptL9p06bxxBNP0Lp1awCGDRvGf/7zH8aOHcvixYsZNmyYQ+OXJF1BVpHjk3Redgb5OVkABNRyZLeVrbtbWtJCCOFwb731Fnq9ngkTJlBcXMy4ceN47733KtVbs2YNR48e5T//+Y+tbOrUqezYsYPBgwdz+eWX89xzzzk0NknSFWSVXZP29XLcr8XaivYNCMboWbepRq0t6TNZhZgtyqHXy4UQwt1ceN3Y29ubBQsWsGDBghpfN27cOMaNG2dX5uvry/Llyx0doo0MHKugIVrStuvRIa3qvA8fA3jowWRWpOYUOSo0IYQQLk6SdAXZDZGkT1vvka5bVzeATgetfLWYZIS3EEK4D0nSFVhvwXLk6O6zDmhJA4T5SZIWQgh3I0m6guwGGN1ta0nXO0lrfzhIkhZCCPchSbqMxaIc3t1tMZdy7kwSAIGh9UvS4daWdKbchiWEEO5CknSZrEIT5rJFphzV3Z2XeR6LuRSjlze+AUH12leEv5akT57Pd0RoQgghmgBJ0mXO5Wmrp3jqHXeLU/Z5bXL2sDbt0Onq96uO9Nf+cDh5Xrq7hRDCXUiSLnM2V0vSXgbHrdmccy4NgFZt2tV7X9aW9Pn8EnKKTPXenxBCCNcnSbqMNUl7O/A3kn2urCUdXb8kbTaXcuLoIYLLgjuWmlPv2IQQQrg+SdJlrN3d3o5sSZ93TEv6XPJJPv8tAYMqBeC3+IP1jk0IIYTrkyRdpry723H7zDlXfk26vkKj2hIWog0+S80rrff+hBBCuD5J0mXOOrglXVxUQFF+LlD/7m6rYB9PAFLyHLsUmhBCCNckSbqMo69J554/C0BQy3C8fPwcss9gXyMAKdKSFkIItyBJusy5vBLAcaO7czK0JO2Irm6rYB8tSadKS1oIIdyCU5P0xo0bue6664iKikKn0/Htt9/abb/77rvR6XR2j6uvvrpBYrG1pB10TdqapB1x+5VVUFlLOqvIQq7chiWEEM2eU5N0fn4+ffr0qXENz6uvvpqUlBTb4/PPP3d4HGaLIiPfsdekczLSAcddjwbw8jDgpdfik0lNhBCi+XPcck91MH78eMaPH19jHS8vLyIiIho0joz8EiwKdICng/5syTnv+JY0gJ+HorhEx8nzBfRsXb+pRoUQQrg2l78mvX79esLCwujSpQsPP/ww58+fr7F+cXExOTk5tkdubu5Fj2Ht6g700uOIGUEtZjO5WecACI9uX/8dVuBv1FrSJ2QObyGEaPZcOklfffXVfPbZZ6xdu5bXXnuNDRs2MH78eMzm6gdOzZ07l6CgINuje/fuFz2OdSKTYAcN7c5IS8ZiNmPwMBIcFuWQfVr5e5Ql6XOSpIUQorlzanf3xUycONH2c69evejduzcdOnRg/fr1jB49usrXzJo1ixkzZtieJycnXzRRW1vSjkrS1jWkA0LD0Osd+3dQ2Tobck1aCCHcgEu3pC/Uvn17WrZsydGjR6ut4+XlRWBgoO0REBBw0f2Wt6QdM7T77CktSQeFhjtkfxX5eUh3txBCuIsmlaRPnz7N+fPniYyMdOh+Hd2STjt1HIDAlo4f8Ga9Jp2eW0x+sUxqIoQQzZlTk3ReXh7x8fHEx8cDkJiYSHx8PElJSeTl5TFz5ky2bNnCiRMnWLt2LTfccAMdO3Zk3LhxDo3D0dekz5Z1dwc1QJL21EOApza6Tbq8hRCieXNqkt6xYwf9+vWjX79+AMyYMYN+/foxe/ZsDAYDe/bs4frrr6dz587cd999DBgwgN9++w0vLy+HxnHWwUnaek26IVrSABFlF6ZPSpe3EEI0a04dODZy5EiUqn7ykDVr1jRKHOdytSlBg70NnK7nvory88gtm20sMDSsnnurWqS/gSMZJhIlSQshRLPWpK5JNxRHtqTTT2vXo739AvD09q33/qoSGVDWkj4n3d1CCNGcuX2SNpktZOSXtaS9HJCky0Z2B4a0qve+qmPt7pYR3kII0by5fZK2JmiDXkeAA5L02eQTQMMm6Uh/7VYxSdJCCNG8uX2Stt5+FerniV5X/zlBrSO7GzZJay3ptJxiCkrkNiwhhGiuJEmXXY9uFeCYEePW7u6ABkzSAV56gsrWlk7KkOvSQgjRXEmSLmtJt/Svf5JWFkujdHcDXBaqDUo7IYPHhBCi2XL7JH3OgS3p/JxMTMVFGDyM+AeH1Ht/NWkb6gfA8XN5DXocIYQQzuP2SdraknZEks45nwZAaGQ0er1j5gGvTodW/gAcPyuDx4QQormSJO3A7u6cc1qSbtXmsnrv62I6hmlJ+thZaUkLIURz5fZJ2pHd3daWdFibdvXe18V0CNO6u4+l59U4a5sQQoimy+2TdHlL2rPe+8o+lwpAq0ZI0peF+qHTQU5RKefyShr8eEIIIRqf2ydpa4ILc2RLOrrhk7S30UB0C22E99F06fIWQojmyK2TdHGpmexCEwCt/L3rta9Sk4n87AwAwtq0r3ds1TGbS0lISGDnzp208jIDcDg1u8GOJ4QQwnncOkmfL2tFexr0BPrUb0Gw3MyzoBQ+/oH4BbVwRHhVOpd8ks9/S2DplpPk5Gn3SG87eLLBjieEEMJ53DpJV7weravnlKC5GecA7Xp0ffd1MaFRbWnTqQcxrSMBSM41N+jxhBBCOIdbJ2nryO6WjrgeXbaGdGOM7LZq4acNdkvOkfm7hRCiOXLrJG2byMQR90hnpAONM2jMKsRXS9JnC8wUlkhrWgghmhtJ0jhoIpOylnRj3H5l5eNpwFOv3SMt04MKIUTz49ZJ2lETmSilnNLdDRBg1JL0kTRJ0kII0dy4dZJOd9C83XlZ5zEVF4FOR2hUjCNCu2SBZUn6cFpuox5XCCFEw5MkDYQH1i9Jnz19AgD/oBA8vep3v3VtBdmStLSkhRCiuXHrJJ2WUwRAq4D6Jdb004kABLaMqHdMtSUtaSGEaL7cNkkrpRzWkk4/dRyAwNDwesdVW9YknZRRQEGJ3IolhBDNidsm6exCEyWlFqD+16TPOrEl7WWAYG/tbZTBY0II0by4bZK2tqJb+Brx8jDUb1/WJB0aVu+46iImUJvS9JB0eQshRLPitknaej06rJ7Xo82lJs6nnAYgyAktaYDoIC1JH5EkLYQQzYrbJun0HK0lHVbP69HnU09jMZdiMBrxDQh2QGS1FxNkBOCQdHcLIUSz4rZJOi3XMS3ps6fKurpbtEKnd86v09rdfThVWtJCCNGcuG2Strak6z2y23o9OqRVvWOqK2t3d2pOEdkFJqfFIYQQwrHcN0nbWtJNP0n7GvW0DvYB4GBqjtPiEEII4Vjum6Rt16Qd090d4MQkDdAtMhCAAymSpIUQornwcHYAzmK9Jp2VcpKdphQAEhISsFhql7RdoSUN0CMqkF8S0jhwRpK0EEI0F26ZpJVStpb0N79upW2MtihGwrbttGrfg0tdIqOksIC8rPOA85N09yitJb1fkrQQQjQbbpmkcwpLKS6bbaxNdAxtOvUAIC3pWK32k30+FdAStLGRF9a4UPey7u4j6bmUlFrw9HDbKxlCCNFsuOU3uXXQmL+nDoOu7vvJPqsl6fCYDo4Iq17atPAh0NsDk1lxNF3ulxZCiObALZN0WllXdwvv+k0Hmn1Wu5Yd5gJJWqfTVejyznZyNEIIIRzBLZO0tSXdwqd+p599TkvSrtCSBugeGQTICG8hhGgunJqkN27cyHXXXUdUVBQ6nY5vv/3WbrtSitmzZxMZGYmPjw9jxozhyJEj9T6utSUd4qCWdHh0+3rH5AjWlrSM8BZCiObBqUk6Pz+fPn36sGDBgiq3z5s3j7fffptFixaxdetW/Pz8GDduHEVFRfU6rnVxjZB6tKTNpSbyMs8BEN62Y73icZQeUeX3SiulnByNEEKI+nLq6O7x48czfvz4KrcppZg/fz7PPPMMN9xwAwCfffYZ4eHhfPvtt0ycOLHOx03JLgQg1MdARkHd9pGTcRalFD7+gQS0aFnnWBypY5g/nh56cotKOXG+gHYt/ZwdkhBCiHpw2WvSiYmJpKamMmbMGFtZUFAQgwcPZvPmzdW+rri4mJycHNsjN7fyohOpZd3dob517+7OPp8OaNejdbp6DBF3IKNBT/fIAAC++y2enTt3YjLJXN5CCNFUuWySTk0tu70pPNyuPDw83LatKnPnziUoKMj26N69e+V9V2hJ11VOWZIOc5Hr0VatvbWkvPLAed5c/it79+51ckRCCCHqymWTdF3NmjWL7Oxs2+PAgQN2201mC+m51pZ03U+/YkvalXQM8QQgX+/ncrEJIYSoHZdN0hEREQCkpaXZlaelpdm2VcXLy4vAwEDbIyAgwG772dxilAKjQUegV91PP+e8FperJcJOIUYA0nOLscjYMSGEaNJcNkm3a9eOiIgI1q5dayvLyclh69atxMbG1nm/KdnWJSq90dfxWrLZXEpOxlnA9ZJ0pL8Bo05htiiyTa5xrVwIIUTdOHV0d15eHkePHrU9T0xMJD4+npCQEGJiYpg2bRovv/wynTp1ol27djz77LNERUVx44031vmY1tuvIoPqPtd2RuppLGYzBqORFmFRdd5PQ9DpdLTwUqQX6cgsliQthBBNmVOT9I4dO/jTn/5kez5jxgwAJk+ezCeffMI//vEP8vPzeeCBB8jKymL48OGsXr0ab++6J1hrSzqiHknauhBHYGgEekP9JkRpCCGeivQiyCiRJC2EEE2ZU5P0yJEja5x0Q6fT8eKLL/Liiy867JjWkd0Rgd5A3SZFsSbpoFaRjgrLoVp4WgCDJGkhhGjiXPaadENxREs6Pek4AMEtqx/A5kwhXtofPrkmHXklFidHI4QQzjN37lwGDRpEQEAAYWFh3HjjjRw6dMiuTlFREVOmTCE0NBR/f38mTJhgN2g5IyOD6667Dn9/f/r168euXbvsXj9lyhTeeOONBonf7ZJ0arb1mrRPnffh6i1pbwME+xoBHQfPlTg7HCGEcJoNGzYwZcoUtmzZws8//4zJZGLs2LHk5+fb6kyfPp3vv/+er776ig0bNnDmzBn+8pe/2LbPmTOH3Nxcdu7cyciRI7n//vtt27Zs2cLWrVuZNm1ag8Tv1O5uZ0jNqdCSPl/71yulSDvl2kkaoHWwD1kFJg6cLU/SJpOp0uQmvXr1wmg0NnZ4QgjRKFavXm33/JNPPiEsLIy4uDhGjBhBdnY2H330EcuWLWPUqFEALFmyhG7durFlyxaGDBlCQkICEydOpHPnzjzwwAMsXrwY0L5TH3roIT788EMMDTQ+ya1a0haLso3urmt3d0FOFsUF+eh0egJCwhwZnkNFBWs9BQkVWtJ79+7lzeW/snTLSZZuOSkzkgkhmrSKU0Dn5ORQXFx80ddkZ2cDEBISAkBcXBwmk8luCuquXbsSExNjm4K6T58+/Prrr5SWlrJmzRp69+4NaItAjRw5koEDBzr61GzcKkmfzy/BZFbodBAW4FWnfVjXkA5oEYrBw3U7IlqXJeljmSaKTGZbeXhMB9p06kGbTj1c7h5vIYSojejoaLtpoOfOnVtjfYvFwrRp0xg2bBg9e/YEtCmoPT09CQ4OtqtbcQrqp556Cg8PDzp06MCKFSv46KOPOHLkCJ9++inPPvssDz30EO3bt+fWW2+1/RHgKK6bZRqA9Xp0K38vjIa6/X1iXUM6MNR1W9EAgd4eeBsURWYd8aeyGNI+1NkhCSGEQ506dYrAwEDbcy+vmhtfU6ZMYd++fWzatKlWxwkKCmLZsmV2ZaNGjeL1119n6dKlHD9+nEOHDnH//ffz4osvOnQQmVu1pK1LVNZnIpPss9pfVkGh4Rep6Vw6nY6WXtrI7u2JGU6ORgghHK/iFNCBgYE1JumpU6eycuVK1q1bR5s2bWzlERERlJSUkJWVZVe/pimolyxZQnBwMDfccAPr16/nxhtvxGg0csstt7B+/XpHnJqNmyVprSUdHlj3JJ2VngxAUEvXTtIAoWW3Ym07IUlaCOGelFJMnTqVFStW8Ouvv9KuXTu77QMGDMBoNNpNQX3o0CGSkpKqnIL67NmzvPjii7zzzjsAmM1m25LAJpMJs9lc6TX14Vbd3clZWku6dYu63X6llCKzLEkHt3LNe6QralWWpLefyKC41LEfHCGEaAqmTJnCsmXL+O677wgICLBdZw4KCsLHx4egoCDuu+8+ZsyYQUhICIGBgTz66KPExsYyZMiQSvubNm0aTzzxBK1btwZg2LBh/Oc//2Hs2LEsXryYYcOGOTR+t2pJJ2eWJenguiXpgtxsTEWF6A0eLn9NGiDQqAj21lNkshB3MtPZ4QghRKNbuHAh2dnZjBw5ksjISNvjyy+/tNV56623+POf/8yECRMYMWIEERERfPPNN5X2tWbNGo4ePcojjzxiK5s6dSrt27dn8ODBlJSU8Nxzzzk0frdqSZ8ua0m3qWNLOqts0FirNpdhMLj+r06ngz7hXmw4WcimI+cY4/p/VwghhEPVNPW0lbe3NwsWLGDBggU11hs3bhzjxo2zK/P19WX58uX1irEmbtqS9q3T67POad0kkZd1dlhMDa1PuCcAvx055+RIhBBC1JbbJOniUjPn8rQb3et6TTqrbGR3ZLumk6R7h2ujHfedySa3WObxFkKIpsRtkrT1Hmkfo4EWvnWbBtN6j3RTStIhPga6hAegFOxJv/hsPEIIIVyH+yTpsulAW7fwQaer/RKOZnMp2efTgabV3Q1wRaeWAMSnSpIWQoimxH2SdFZZkq7jyO5zySexmM14eHrRIry1I0NrcFd2aQVAXEoxlzCGQgghhItwnyRdoSVdFymJ2vqjwWFR6PVN69c2uF0oAV4eZBVZyCipfS+CEEII52ha2aYerNek69qSTkk8DEBwWNNqRQN4eugZ2VW7/yql0G3eciGEaPLc5hs7pawlXdd7pFNOHAGgRRNM0gBXddemMT1T4DZvuRBCNHlu841d75b0ibKWdBO7Hm01sksrPPSQW6ojs6Dk4i8QQgjhdG6TpM/m1v0e6eLCAjJSTgHaNemmKNDbSI9W2sQmx87mOTkaIYQQl8JtkrTZovDQ62jhbWDnzp3s3LmThIQELJaLT/CReuIISim8ff3x8Q+8aH1XNbi1tvrXkTRJ0kII0RS4TZIGiAz25sD+fby5/FeWbjnJ0p+3k5Fx8WUck48dAKBFeNNsRVsNjfZBhyI9t5iMfOnyFkIIV+dWSTomRJuzOzymA2069SAkos1FXqE5fTQBoMndH32hQC894d7ajdKHUnOdHI0QQoiLcbMk7Ven1yUf3Q9ASBMd2V1RjJ/WvX8oLVcmNhFCCBfnVkn6stDar35lMZfa7pEOiWj6STrSx4LRoCO70CQTmwghhItzqyTdtg5JOvtcKqWmErx8/fAPDmmAqBqXhx46tPIH4ESeW739QgjR5LjVt3Tb0Np3d2ekJAHQukN3dLrm8evqGRUEwKkCPfklsnylEEK4quaRdS6RdeBYbVjvj27dsZujw3GaqGBvQv08MSsdG04WOjscIYQQ1XCbJB3q74mfl0etX3e+rCXdpkN3R4fkNDqdjl6ttdb0mmMFKBlBJoQQLsltknRdpgNVykJmallLulPTS9JmcykJCQlVTt7SNTIAg05xKqeULccvfq+4EEKIxlf7pmUT1aZF7bu687IyMBUX4WH0JDy6PSnHDzVAZA3nXPJJPt+fRZds7dwTtm2nVfsexABeHgZi/Cwk5hl4f+MxYjuEOjdYIYQQlbhNS7ouq19lpCYDENm+CwYPo6NDahShUW1p06lHlZO3dA4wo9fB+kNn2X8m20kRCiGEqI7bJOm6LKyRka4l6dbN6Hp0Rf5GGBatzee9cP0xJ0cjhBDiQm6TpOvSks4sa0m3aUYjuy90Y1ftnukf96bI6lhCCOFi3ChJ1+6atFKK82WDxqI792yIkFxCu2AjY7qFYVHw+uqmdc1dCCGaO5dO0s8//zw6nc7u0bVr1zrtK8indteUzyafoKSoEL2HB5HtutTpmE3FP67uil4Hq/enEncy09nhCCGEKOPSSRqgR48epKSk2B6bNm1qlOMmHdwNQGhkDB5Gz0Y5prN0Dg/g5gHaoLJXVyXIfdNCCOEiXD5Je3h4EBERYXu0bNmyUY578uAeAFq2btcox3O26Vd1xtuoZ/uJTL6NT3Z2OEIIIWgCSfrIkSNERUXRvn17Jk2aRFJSUqMcN+lQWZJu4x5JOjLIh0dHdQLgpZUJZOaXODkiIYQQLj2ZyeDBg/nkk0/o0qULKSkpvPDCC1xxxRXs27ePgICAKl9TXFxMcXGx7Xlubm6tj2sqKebMsYMAtGzTvm7BNxLrrGJW2qxi3nXa1/1XtOe7+GQOp+Ux54cD3N6xfPENk8mETqfDw6P8I9OrVy+Mxotf6zeZTOzdu9eu7FJfK4QQ7sylk/T48eNtP/fu3ZvBgwfTtm1bli9fzn333Vfla+bOncsLL7xQr+MmH0vAXGoqW57StWfiqmlWsdry9NDzyk29uHnRZr7emcz+nafoHhNett8N6L396dJ7AABpSceYAfTv3/+i+927dy9vLv+V8JgOtX6tEEK4M5dO0hcKDg6mc+fOHD16tNo6s2bNYsaMGbbnycnJdO9eu8lIrIPGWkbGoNPp6hZsI7LOKgZaAqyPgZeFcP8V7fjgt0SO6dswNKY9/l4epCUdw+AbZDtObYXHdKjza4UQwl25/DXpivLy8jh27BiRkZHV1vHy8iIwMND2qK5bvCaJ++IAaNm6bZ1jbcr+Pq4L7YI9KLHoWLMvFbNFRnsLIYQzuHSS/vvf/86GDRs4ceIEf/zxBzfddBMGg4HbbrutwY6plOL4/p0AhLnJoLELeXkYmD6kBQad4nRWIb8dOevskIQQwi25dHf36dOnue222zh//jytWrVi+PDhbNmyhVatWjXYMXMzzpKbcRaD0UhoZHSDHcfVtQn0YFBoKVvOGdl9OpuOBNMaaVELIURjcukk/cUXXzT6MdOTjgAQ07lXk135ylFa+yqGtA9hy/EMjhKBZ6nMRiaEEI3Jpbu7nSH9pDYorV3PgU6OxDVcflkIPaICAR0JJS04eT7f2SEJIYTbkCR9gbSylnT7XpKkAXQ6HaO6hhFKDgod3+9O4bisliWEEI1CknQFhfm55J5PR6fT0a57P2eH4zL0Oh1dSKaloRCzUqzcm8KJPPnoCCFEQ3Ppa9KNzXqPcWS7Lvj4Bzo5msZXcWawC2cu0wPdPTNJDwrjYGoucRkezF+XyGNKoS+7l9wRs4jJ7GRCCFFOknQFqSe0ru7O/Yc6ORLnqDgzWFUzl+l0MLZ7OIHeRradyGDjWW8Ofn+GQaGlZCc7ZhYxmZ1MCCHKSZIuo5SyJelOfYc4ORrnsc4MVt3MZTqdjtgOoWSd2MtRIkkv0rPurA99WnZ0eAxCCOHu5MJimfMpp8jPyURvMMigsUsQRg79vc8R4udJQYmZzeeMvLk5k+SsQmeHJoQQzYYk6TKHd/4BQKs27fHy8XNyNE2Dn76U2wZFMyCmBaDYdKqIP/1rPXNXJZBdaHJ2eEII0eRJki5zJH4zAJHtuzk5kqbFw6BneKeWjIoopUcrT0pKLby/4Tgj5q1j4fpj5BRJshZCiLqSa9JoazIf2bUFgAhJ0nXSwlMxZXAI2X5teHXVQQ6n5fHa6oMsWHeUMZd5UVLq7AiFEKLpkSQNnDwQT0FuFp7ePrRsfZmzw2mytIlPwrmycxjf7kpm0YZjHEnP49tDpegwckKl0T8m2NlhCiFEkyFJGti/5VcAotp3RW8wODmaps+g1zFhQBtu6teadYfSeeOHPRw4V8KBlBwOpOQQ6eNB/7MlyE1VQghRM0nSwP4t6wBo3bG7kyNpHipOSNICmBSZzhqdD8mEcOxsPimFep5ed57/Hfudh67swMhOIezbtw+oPImKEEK4M7dP0jnn00k/dRy9wYOo9l2cHU6zcOGEJNaJUf4c25PM/BI27j3O6UIDO5OyeOA/cXRv6YnnuYN0iGlT5SQqQgjhrtw+SZ8+tBuADr0G4unl4+Romo+KE5JUnBilhZ8nA0LNPNsnkh25ASz5PZED50qAdhh0IQRHuO8a3kIIcSG3vwUrKWEXAN2H/MnJkbiXFj4Gnry6K2ufGMnQNt6AjriTmcTTjgKL2//tKIQQgJsn6fycLNKTjqLT6ehzxdXODscttQ724e9DWxDb0oSvp4ECvNhZ1JIjabnODk0IIZzOrZP0yYR4ANr1HEhwqwjnBuPmonwVt18eQyD5mNHz475UfjtyFotydmRCCOE87p2kD2rXo/v/6VonRyIA/Lw86EUSbTzyANiZlMWmdA/ySixOjkwIIZzDbZP02eQTZKSeRqfX03v4OGeHI8rogA6eOVzbKxKjQcfZYj1PrT3HiXP5zg5NCCEandsm6e0/rQC0ubr9g0OcHI24UMcwf24ZEI2PQXEm18yN7/3O1uPnnR2WEEI0KrdM0mZzKVtXfw1ApwHDnRyNqE6rAC9GRZjoFGIkq8DEHR9t5X9xp50dlhBCNBq3vNfl2O5t5Gaew9svgOgufZwdjtOYzaUkJCTYnjfWbF+1Oa6RUiZFnuUn3wj+OF3EE1/t5mhaDjOv7oZer6tzDBVnRbM+1+l0eHh4VPkcoFevXhiNxjofUwghasstk/Se338CoEPvQegNbvkrAOBc8kk+359Fl2xfgEab7as2xz2XfJKv92fRuZcvXQINHMoxsHBjIiczC3njlr74eNZtrvXKs6JtQO/tT5feA6p8npZ0jBlA//4y47gQovG4XYY6fvw4SQf3oNPp6NhnsLPDcbrQqLZVzgzmSscNjWpLdOceRAMBuxKIz/Lgx72pJGduZsGk/rRp4VunGC6cFc3gG1TtcyGEcAa3uyb9ySefANBz6Bj8g2TAWFPT1t/CcyNCCPY1svt0NuP//RvfxSejlNxQLYRoftwqSR8/fpzVq1cDMOa2h5wcjairHmFe/N+U4fSNDia3qJTHv4jnro+3cTRdZikTQjQvbpWk582bh9lspm23vkR37unscEQ9xIT68tVDsUwf0xlPDz2/HTnHVW9t5KH/xPHHsXOYZaoyIUQz4DbXpA8fPsyHH34IwOCrb3ZyNMIRjAY9j4/pxI39opjzQwI/HUhj9f5UVu9PJdTPkyEdQukZFUR0iA+t/L3w9fTAy6jHy0PP+QIzxWYwmS0Y6jFKXAghGpLbJOkXX3wRs9nMlVdeSZuO3Z0djnCgtqF+LL5rIIfTcvl4UyKr9qVyPr+EH/ak8MOelBpe6QnJ2qA1HV3RFyj2bD5BK38vSmlBqEWHUgqdTpK4EMI53CZJb9iwAaPRyPTp09mYLHNBN0edwwN4dUJvXrqxJ9tPZLD7VDYHUnJIyy7iXF4xRSYzxaUWikstFJlKKa3wMVDoMKMjs8BEZoEJiOB4ERzfmkSPqEACzU47LSGEG3ObJA1w++23k5eX1ygTdribihOUNOSkKBdOhHLhpCPWCUeGdmjJoJigsglLvAAvu7oJCQlsz/AmqlMPSi2KXRvXoPMOJKprP9JyizlwLIkcfDmfX8LGI+fQY+TkmpNMPFtC15ZGevfuzaVOa3LhxCk1TYpysUlWGmpClQuP25DHEqK2Lvx85uXlOTGaxuU2STq4VSSBfa9m6c9bGmXCDndTcYKShpwUpfJEKOWTjlw44UhNE5ZYY2xr0GM0gBelGPRm2ob60TbUD8OxTSifYIwxvTlwJof03GL2Znuyd915/CnkgVNFPDKq9yX9B6oYx8UmRakp5oacUOXC48rkLcKVXPj5PH1kv5Mjajxuk6Rvnf4S7Xr0JyNV5n5uKNYJShp6UpQLJ0KpadKR6iYsuZQYPXSKPm2C6dMmmA1r15BqCOes8ifP4sObW7L4bs9G1l5izBXjqE3dxpxUpTYxCtHYKn4+iwsLnBxN43GbW7Ai2nZydgiiCfOnmC5e2dw77DK6BZUS6KXnTFaRbftrqxI4leE+XxxCiMbhNi1pIRzB19OD7kEWZo8O43ShH7yllX/yx0kW7khjYNsWjO8VycgurWjf0k9Ghgsh6kWStBB14OWh45aB0bbnwzqGsvZUPjtOZrLjZCYvrYSwAC/6Rgfja87jRK4e07l88kt0pOSWkpZThLeHAS+jHk+Dvl4regkhmq8mkaQXLFjA66+/TmpqKn369OGdd97h8ssvd3ZYQth8OHkQaWYDK/ek8OvBNLYlZpCeW8xPB9LKangQn3kGMLJ21VlYZX8120Ovw2jQY9BZMJUa8UxPxKDTYaYtnsU6ziekUZpn4KdjBeT4pRMV7ENkkDcB3jL6WohLUVMemTFjBp988gl+fn68+uqrTJo0yfa6r776is8++4zvv//eKXG7fJL+8ssvmTFjBosWLWLw4MHMnz+fcePGcejQIcLCwpwdnhA24YHe3De8HfcNb0dhiZl9Z7LZczqbnYdOsPN0HqUGH3IKitDr9ZRYsJu6tNSiKLVYb8bWUVxUWvazL5jh/JkcwMDBuGwWxW23vS7A24PWZQk7Ktin7OFNZJAPrYN9CA/0xtPDbYaeCFGlmvLI1q1bWbZsGT/99BNHjhzh3nvvZdy4cbRs2ZLs7GyefvppfvnlF6fF7vJJ+s033+T+++/nnnvuAWDRokX88MMPfPzxxzz11FNOjk6Iqvl4Ghh0WQiDLguhn28m3sVZtOkUw+kj+5k0pC39+/fHZLZQZDJjMitMZgslpRbi9+zju/gztIxuT6lFsT9uM6WeAYS2aU96+llCAnzJx4szWYVkF5rILSrlYGouB1OrX1zEQ6/D00OvPQx6jAbtZ4Neh0Gnw6DXUVxUSGa+B17Zp9DrdJiLPEjfkknMyb0EeBsJ8PYg0MdIsI+RYF8jLXw9CfIx0sLPEz9Pg1x7F/ViMlvILjSRVWAiu7DE9nNWgYmsQhNHTmZz4LyBfcWpmJUi+1ztUldNeUSv1zNy5EgGDhzIwIEDmTZtGomJibRs2ZJ//OMfPPzww8TEOO+mXZdO0iUlJcTFxTFr1ixbmV6vZ8yYMWzevNmJkQlRf8ayhFnR2UAPgjwV4YHaZDCp5GHwMNC3XSinS1OZNCTEdu9yfnEpKdmFJGcVcSarkJQs7eeU7ELOZBVyJruIklKL1kovMVNQcrFp0/RQUmT7OTWpCJKSLuE8dAT5eJYlb6PtZx+jAa+yPw68yq6/e5X97KHXodOBTqdDB2U/g44qyq1lNcRwseVUalrJVF3k1TW/9mLHrftCLw0W80VCqmnzxc5HKSgp+4OzxGyh2GShxGzWnpdayC8xk11oIrvQRE7Zv9mFpkv4bAIYIF/7Y9RSfOm9QxfLI4888giLFy8mMzOT48ePU1hYSMeOHdm0aRM7d+7kvffeu+RjNQSXTtLnzp3DbDYTHh5uVx4eHs7BgwerfE1xcTHFxcW259nZ2QAcid+Cf1ALko8loPfyw8uA3c9Qu+eOeq2xpBjrndsH4zZh8vRy2HFd4fwa87Xnkk+yqfQUaWnadeAjR46QeDCd3MxzDXKcsydPYr2reP9PP2HxrnqWtYpxXBhjTXUvdn4VBZc9ugUAAUAb7Qu1wATFZoVZKUotUGq2dq1r282ARcHp08nsPp1NQEgrFJCZkUH78CB8g0IpMikKSy0UmCzkmxT5Jgv5JYr8EgsmC5QChZmQWuUZCXHpfIw6/I06fI16/Dx1+Bn1+HrqKcnNIul8LoFBweiAnNxkTgFZWVl2r/fy8sLLy8uu7GJ5ZNy4cdxxxx0MGjQIHx8fPv30U/z8/Hj44Yf55JNPWLhwIe+88w4tW7Zk8eLF9OjRyHMJKBeWnJysAPXHH3/Ylc+cOVNdfvnlVb7mueeeU2h/DMpDHvKQhzzc6PHcc885JI88//zzatq0aWr37t0qPDxcpaenq48//lj179+/bsmsHly6Jd2yZUsMBkOllkNaWhoRERFVvmbWrFnMmDHD9ry0VJvrOTo6Gr2+eQ6gyc3NpXv37hw4cICAgABnh9Oo3Pncwb3PX87dvc/9t99+o0ePHhgMBtu2C1vRUPs8cvDgQf773/+ya9cuPv74Y0aMGEGrVq249dZbuffee8nNzW3U37lLJ2lPT08GDBjA2rVrufHGGwGwWCysXbuWqVOnVvmaqro7hg0b1tChOlVOTg4ArVu3JjAw0MnRNC53Pndw7/OXc3fvc+/du/clnXtt8ohSigcffJA333wTf39/zGYzJpMJwPav2dy4S+K5dJIG7f61yZMnM3DgQC6//HLmz59Pfn6+bZSeEEIIUZNLzSMffvghrVq14rrrrgO0Bt7zzz/Pli1bWLVqFd27dyc4OLhRY3f5JP3Xv/6Vs2fPMnv2bFJTU+nbty+rV6+uNAhACCGEqMql5JG0tDTmzJnDH3/8YSu7/PLLeeKJJ7j22msJCwvj008/bfzgG/0quHC4oqIi9dxzz6mioiJnh9Lo3PnclXLv85dzl3N3Bzql6nEjnxBCCCEaTPMc7iyEEEI0A5KkhRBCCBclSVoIIYRwUZKkXdTcuXMZNGgQAQEBhIWFceONN3Lo0CG7OkVFRUyZMoXQ0FD8/f2ZMGFCpRv2k5KSuPbaa/H19SUsLIyZM2dSWlpKU/Lqq6+i0+mYNm2araw5n3tycjJ33HEHoaGh+Pj40KtXL3bs2GHbrpRi9uzZREZG4uPjw5gxYzhy5IjdPjIyMpg0aRKBgYEEBwdz3333kZeX19inUmtms5lnn32Wdu3a4ePjQ4cOHXjppZfs5oxuLue/ceNGrrvuOqKiotDpdHz77bd22x11nnv27OGKK67A29ub6Oho5s2b19CndlE1nbvJZOLJJ5+kV69e+Pn5ERUVxV133cWZM2fs9tFUz73WnDlqTVRv3LhxasmSJWrfvn0qPj5eXXPNNSomJkbl5eXZ6jz00EMqOjparV27Vu3YsUMNGTJEDR061La9tLRU9ezZU40ZM0bt2rVL/fjjj6ply5Zq1qxZzjilOtm2bZu67LLLVO/evdXjjz9uK2+u556RkaHatm2r7r77brV161Z1/PhxtWbNGnX06FFbnVdffVUFBQWpb7/9Vu3evVtdf/31ql27dqqwsNBW5+qrr1Z9+vRRW7ZsUb/99pvq2LGjuu2225xxSrUyZ84cFRoaqlauXKkSExPVV199pfz9/dW///1vW53mcv4//vijevrpp9U333yjALVixQq77Y44z+zsbBUeHq4mTZqk9u3bpz7//HPl4+Oj3n///cY6zSrVdO5ZWVlqzJgx6ssvv1QHDx5UmzdvVpdffrkaMGCA3T6a6rnXliTpJiI9PV0BasOGDUop7YNsNBrVV199ZauTkJCgALV582allPYfQa/Xq9TUVFudhQsXqsDAQFVcXNy4J1AHubm5qlOnTurnn39WV155pS1JN+dzf/LJJ9Xw4cOr3W6xWFRERIR6/fXXbWVZWVnKy8tLff7550oppQ4cOKAAtX37dludVatWKZ1Op5KTkxsueAe49tpr1b333mtX9pe//EVNmjRJKdV8z//CROWo83zvvfdUixYt7D7zTz75pOrSpUsDn9Glq+oPlAtt27ZNAerkyZNKqeZz7pdCurubCOtqXiEhIQDExcVhMpkYM2aMrU7Xrl2JiYmxLeO5efNmevXqZXfD/rhx48jJyWH//v2NGH3dTJkyhWuvvdbuHKF5n/v//d//MXDgQG655RbCwsLo168fH3zwgW17YmIiqampduceFBTE4MGD7c49ODiYgQMH2uqMGTMGvV7P1q1bG+9k6mDo0KGsXbuWw4cPA7B79242bdrE+PHjgeZ//laOOs/NmzczYsQIPD09bXXGjRvHoUOHyMzMbKSzqb/s7Gx0Op1tti93OneXn3FMaPPMTps2jWHDhtGzZ08AUlNT8fT0rDRFXXh4OKmpqbY6VS3PZt3myr744gt27tzJ9u3bK21rzud+/PhxFi5cyIwZM/jnP//J9u3beeyxx/D09GTy5Mm22Ks6t4rnHhYWZrfdw8ODkJAQlz53gKeeeoqcnBy6du2KwWDAbDYzZ84cJk2aBNDsz9/KUeeZmppKu3btKu3Duq1FixYNEr8jFRUV8eSTT3LbbbfZ5up2l3MHSdJNwpQpU9i3bx+bNm1ydiiN4tSpUzz++OP8/PPPeFezRnNzZbFYGDhwIK+88goA/fr1Y9++fSxatIjJkyc7ObqGt3z5cpYuXcqyZcvo0aMH8fHxTJs2jaioKLc4f2HPZDJx6623opRi4cKFzg7HKaS728VNnTqVlStXsm7dOtq0aWMrj4iIoKSkpNKi5xWXX4uIiKhyeTbrNlcVFxdHeno6/fv3x8PDAw8PDzZs2MDbb7+Nh4cH4eHhzfbcIyMj6d69u11Zt27dSEpKAspjr2nZvYiICNLT0+22l5aWkpGR4dLnDjBz5kyeeuopJk6cSK9evbjzzjuZPn06c+fOBZr/+Vs56jyb6v8DKE/QJ0+e5Oeff7Zb8aq5n3tFkqRdlFKKqVOnsmLFCn799ddK3TYDBgzAaDSydu1aW9mhQ4dISkoiNjYWgNjYWPbu3Wv3YbZ+2C9MBK5k9OjR7N27l/j4eNtj4MCBTJo0yfZzcz33YcOGVbrV7vDhw7Rt2xaAdu3aERERYXfuOTk5bN261e7cs7KyiIuLs9X59ddfsVgsDB48uBHOou4KCgoqrftuMBiwWCxA8z9/K0edZ2xsLBs3brQtswja/4MuXbq4dHevNUEfOXKEX375hdDQULvtzfncK3H2yDVRtYcfflgFBQWp9evXq5SUFNujoKDAVuehhx5SMTEx6tdff1U7duxQsbGxKjY21rbdehvS2LFjVXx8vFq9erVq1aqVy9+GVJWKo7uVar7nvm3bNuXh4aHmzJmjjhw5opYuXap8fX3Vf//7X1udV199VQUHB6vvvvtO7dmzR91www1V3prTr18/tXXrVrVp0ybVqVMnl7sFqSqTJ09WrVu3tt2C9c0336iWLVuqf/zjH7Y6zeX8c3Nz1a5du9SuXbsUoN588021a9cu2whmR5xnVlaWCg8PV3feeafat2+f+uKLL5Svr6/Tb0Oq6dxLSkrU9ddfr9q0aaPi4+Ptvv8qjtRuqudeW5KkXRRQ5WPJkiW2OoWFheqRRx5RLVq0UL6+vuqmm25SKSkpdvs5ceKEGj9+vPLx8VEtW7ZUTzzxhDKZTI18NvV3YZJuzuf+/fffq549eyovLy/VtWtXtXjxYrvtFotFPfvssyo8PFx5eXmp0aNHq0OHDtnVOX/+vLrtttuUv7+/CgwMVPfcc4/Kzc1tzNOok5ycHPX444+rmJgY5e3trdq3b6+efvppuy/n5nL+69atq/L/+OTJk5VSjjvP3bt3q+HDhysvLy/VunVr9eqrrzbWKVarpnNPTEys9vtv3bp1tn001XOvLVkFSwghhHBRck1aCCGEcFGSpIUQQggXJUlaCCGEcFGSpIUQQggXJUlaCCGEcFGSpIUQQggXJUlaCCGEcFGSpIUQQggXJUlaNDvr169Hp9NVWoCjoueff56+ffvWet8nTpxAp9MRHx9f5/jqoq7x1tel/C7rYuTIkUybNq3GOpdddhnz58+3PdfpdHz77bcOjUMIVydJWjQpOp2uxsfzzz9/Sfv5+9//brd4gaPt37+fW2+9lVatWuHl5UXnzp2ZPXs2BQUFDXbMurowGVY0dOhQUlJSCAoKcugxv/nmG1566aVavSYlJYXx48cDzvtjSYjGJklaNCkpKSm2x/z58wkMDLQr+/vf/35J+/H396+0sk5FJSUldY5xy5YtDB48mJKSEn744QcOHz7MnDlz+OSTT7jqqqtq3HfFFXscrS779vT0JCIiAp1O59BYQkJCCAgIqNVrIiIi8PLycmgcQrg6SdKiSYmIiLA9goKC0Ol0dmX+/v62unFxcQwcOBBfX1+GDh1qtwTkhd3Hd999NzfeeCNz5swhKiqKLl26ALBt2zb69euHt7c3AwcOZNeuXTXGp5Tivv9v7+5Dmvr+AI6/50PMtAgiTf8oLLGtUBtmZVGzKDTKRCMr/0jz2hNESpAUZhpMK9BECcOnZoWFFf6RlZJGEVE6FKzVhjODnrCHP0IyEEp/vz/C0VrqN61v+8rnBRd2z/3cc86u4Gfn7NxdRUGr1VJXV8fixYuZPXs2mzdvpr6+nocPH1JUVGSPV6lUnDlzho0bN+Lt7U1eXh4AJ06cwM/PjylTpqAoCv39/U5tVVZWotVqUavVaDQaSktL7ceGRpq1tbXo9XrUajU1NTW/drH5+XR3dXU1s2bNYvLkycTHx1NYWMi0adOcruX3MjIyiIqKsu//ON39/v17YmNj8fLyIjAw8Kd9/X66e+jRrTqdDpVKRVRUFPfu3cPT05O3b986tb1ixYpffu9CuAJJ0mLCysrKorCwkLa2Njw8PEhNTR0x/vbt23R2dtLU1MT169fp6+tjw4YNzJ8/n/b2dnJzc0cdqXd0dGCxWDhw4IDTc5HDwsJYs2YNly5dcijPzc0lPj4es9lMamoqly9fJjc3l/z8fNra2vD393dIwAA1NTUcPXqUvLw8rFYr+fn5ZGdnc+7cOYe4Q4cOkZ6ejtVqJTo6erRLNqrW1lYURWHfvn10dHSwatUqDAbDuOtNSUnh1atX3Llzh6tXr1JaWurwLPAfmUwmAJqbm+np6aGuro6VK1cyZ84cLly4YI/78uULNTU1o/7thXBVHn+7A0L8KXl5eej1euBbslq/fj39/f2o1eqfxnt7e1NZWcmkSZMAKC8vZ3BwkKqqKtRqNQsWLOD169fs3bt32DZtNhsAWq32p8e1Wi337993KEtKSmLHjh32/a1bt6IoCoqiAGAwGGhubnYYTefk5FBYWEhCQgLwbWRpsVgoKysjOTnZHpeRkWGP+R2Ki4uJiYkhMzMTgODgYB48eEBjY+OY67TZbDQ0NGAymYiIiACgqqpq2GsIMGPGDACmT5/OzJkz7eWKomA0Gjl48CAA9fX19Pf3k5iYOOb+CfE3yUhaTFihoaH21/7+/gAjjs5CQkLsCRrAarUSGhrqkNQjIyP/Udu/8gTYRYsWOexbrVaWLFniUPZ9u58/f6a7uxtFUfDx8bFvBoOB7u7uEeser9H6NtY6PTw8CA8Pt5dpNBqHKfR/KiUlhWfPntHS0gJ8m5pPTEzE29t7XH0U4m+RkbSYsDw9Pe2vhxY+DQ4ODhv/O/6RBwcHA98Sj06nczputVrtMWNtt6+vD4CKigqnhOnu7j6uun8HNzc3pw8pf3JB3Pd8fX2JjY3FaDQSGBhIQ0MDd+/e/VfaFuJPkJG0EMPQarU8fvzYYZp5aIQ2nIULF6LRaCgqKnL6QPDo0SOam5vZtm3bqO22trY6lH3frp+fHwEBATx//pygoCCHbWhB1Z8yWt/g21R0T0+PQ9lIt0ppNBq+fv1Ke3u7vayzs3PEe7OHZjwGBgacjqWlpVFbW0t5eTlz585l+fLlw9YjhKuTJC3EMJKSklCpVOzcuROLxcLNmzcpKCgY8RyVSkVVVRUWi4VNmzZhMpl4+fIlV65cITY2lsjIyFF/xCM9PZ2zZ89iNBqx2Wzk5OTw9OlTh5hjx45x/PhxSkpKsNlsmM1mjEYjp06dGtN7ffPmDR0dHQ7bx48fneL2799PY2MjBQUFdHV1cfr0aafvo1evXk1bWxvnz5+nq6uLnJwcnjx5Mmzb8+bNIyYmht27d9Pa2kp7eztpaWl4eXkNe46vry9eXl40Njby7t07ent77ceio6OZOnUqBoPB4bt+If6LJEkLMQwfHx/q6+sxm83odDqysrI4efLkqOctW7aMlpYW3N3dWbduHUFBQRw+fJjk5GSamppGvdd3y5YtZGdnk5mZSXh4OC9evHBarJaWlkZlZSVGo5GQkBD0ej3V1dVjHkkXFBSg0+kcths3bjjFLV26lIqKCoqLiwkLC+PWrVscOXLEISY6Otre/4iICD59+sT27dtHbN9oNBIQEIBerychIYFdu3bh6+s7bLyHhwclJSWUlZUREBBAXFyc/ZibmxspKSkMDAyM2q4Qrk71v19Z4SKEED+orq4mIyPjt/906HgoisKHDx+4du3a3+6KEOMiC8eEEBNGb28vZrOZixcvSoIWE4IkaSHEhBEXF4fJZGLPnj2sXbv2b3dHiHGT6W4hhBDCRcnCMSGEEMJFSZIWQgghXJQkaSGEEMJFSZIWQgghXJQkaSGEEMJFSZIWQgghXJQkaSGEEMJFSZIWQgghXJQkaSGEEMJF/R8kqTvrpms3nAAAAABJRU5ErkJggg==",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -721,7 +666,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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o0Du2u3TpUho1aoSHhwfOzs6EhoYy/0Zv3XUJCQn069cPPz8/nJyc6NixIydOnLCoM2zYMDw9PalSpUq+R9iWLFkiQ38+JNL1fSd9+955+qefFu/yBg2CrVsLntarl+kMf8aM4l2mEKXUjfdRv/HGG5QrV+629YrjfdRPPfUUr7/+OqtXr6ZTp06Fns/Z2ZkhQ4ZQr149nJ2d2bZtG2+88QbOzs4MHDjQou6ePXv4+eefC3z/8608PT0ZOXIktWvXxs7OjlWrVvHqq6/i7e1Nhw4dUBSFrl27otPp+Ouvv3Bzc2PChAm0a9eOI0eO4OzszMqVK1m4cCH//PMPJ06coH///nTo0IEKFSqQkpLCyJEjWb9+fZG3lbgHSgkWFxenAEpcXNy9N5KeriimFGj6/4P0MJclRCmWmZmpHDlyRMnMzCxwet++fZVnnnlGqV27tjJ8+HBz+bJly5S8f/Zyc3MVd3d3ZdWqVRbzZ2VlKR988IFSuXJlxc7OTgkICFBmzpx5x5heffVV5aWXXrqPtTLp1q1bvnbS0tKUGjVqKOvWrVMee+wx5Z133ilyu2FhYconn3yiKIqiHDt2TAGUQ4cOmacbDAbFy8tLmTFjhqIoijJ+/HjlhRdeME/39vZWdu/erSiKogwcOFCZMGFCkWMoijvt45SUFAVQUlJSHmgMtkK6vu/Hxx/Lc81C2Kj7eR/1K6+8wqJFi/jxxx+Jjo7m559/vusZd5MmTfj333/Nn8+cOYNKpSrSSyf279/P9u3beeyxxyzKBw8eTKdOnWjXrl2h27pBURQ2bNjAsWPHaN26NWB6VSVg8diTWq3G3t7ePJxq/fr12bt3L0lJSezbt4/MzEwCAwPZtm0bERER93WpQBSNdH3fj3PnTD8PS9++EBcHGzc+vGUKUYLlfR/1rFmz8k0v6H3Ux48fZ/Hixaxbt86cGKtXr37XZfn5+REXF4fRaEStVqPT6ahVqxZOTk53nbdy5cpcvnyZ3NxcRo8ezeuvv26e9ttvvxEREcGePXsKs8pmKSkpVKpUiezsbDQaDVOmTOHJJ58EoHbt2vj7+zNixAh+/vlnnJ2dmThxIufOnTMPXdqhQwdeeuklGjdujKOjI3PnzsXZ2ZlBgwYxZ84cpk6dyqRJk6hQoQLTp08nODi4SPGJwpNEfT8e9jtj/fxMj4kJIQqtqO+jjoyMRKPR5DurvRtHR0eMRiPZ2dk4OjpSqVIljh49Wqh5//33X9LT09m5cycfffQRgYGB9OrVi7i4ON555x3WrVtX5IFdXF1dzS/T2LBhA8OGDaN69eq0adMGnU7H0qVLee211/D09ESj0dCuXTueeuoplDxjYI0ePZrRo0ebP3/++ee0a9cOnU7Hl19+SVRUFKtWreKVV15hX3GOKSEsSKK+m8RE+OUX2LHDNEoZmB7JatEC+vWDYn6H7B2NG/fwliVEKZH3fdT9+vWzmJb3fdR2dnaAKeHei6tXr+Ls7HxP8994A1VISAgJCQmMHj2aXr16sW/fPi5dukSDBg3MdQ0GA1u3buWnn34yny0XRK1WE3j9SZXQ0FCio6MZN24cbdq0AaBhw4ZERkaSkpJCTk4OXl5eNG3aNN9lgBuOHj3Kr7/+yv79+/nll19o3bo1Xl5ePP/88/Tv35+0tDRcXV2LvO7i7uT07E727DE9R/3jj6bBTlq3Nv24u5vKateGe3ijzD2Li5Nr4kLcg6K8jzokJASj0ciWLVuKtIxDhw4Vyzulb5yVg+lVmlFRUeZXTUZGRtKoUSP69OljPvO/l3bzcnd3x8vLixMnTrB37166dOmSr46iKLzxxhtMmDABFxeXfO+UBuS90g9QmT2j1uv1REVFoc7MJDRPmS5vpfBw6NkTpk27OULZDYoCb75pqnPLL39xxZZXSEgIuqtXYe5c0xm+EKLQCvM+6htJu2rVqvTt25f+/fvz448/Ur9+fc6ePculS5d4/vnnAdM13nHjxtEtzzgK//77L+3btzd/jo+P54knnmDevHk0adKkwLgmT56Mv78/ta+/hW/r1q1899135hu1XF1dqVu3rsU8zs7OlC9f3qL8lVdeoVKlSoy73us2btw4GjVqREBAANnZ2fz999/Mnz+fqVOnmudZsmQJXl5e+Pv7ExUVxTvvvEPXrl0t1uGGmTNn4uXlZX5uumXLlowePZqdO3eyevVqgoKC8PDwuP0OEPelzCbqqKgoJizeSBWfSuZEffjwYULzvsT8wAGYMyd/kgZT2bvvQjF8gzZbsQKA2FOn2LztIB5eplHPki9fxL1VPQIKikMIUShjxozh999/z1f++uuvM2/ePIYMGWIumzp1Kh9//DFvvfUWV65cwd/fn48//tg8/dixY6SkpJg/x8fHs337dn799VdzmV6v59ixY2RkZNw2JqPRyIgRI4iJiUGr1RIQEGB+9rsoYmNjUee5f+XatWu89dZbnDt3zjyQyq+//soLL7xgrnPhwgWGDRtGQkICvr6+vPLKK3xawNgQCQkJjB07lu3bt5vLmjRpwnvvvUenTp3w9vZm7ty5RYpXFE2ZfXtWREQEC3aepWrlaoR3MSXbyG3bLBN1tWrw+efwyisFNzJvHowaZXqBRmHc7e1ZajWoVCiKggLcSMs3/q8C0xcE6WISZZytvY/6ww8/JCkpienTp99XLOImeXvWTWX2jLpQ3n8fBg40vSHriSfAx8dUnpAAGzaYRgn77rviW56vL0yZwv4qVViw8yyVa5gedzh34jB9mj1CA7Xa9A5sIUSxKY73UXt7ezNs2LBijEqImyRR38ngwVChgmms7ylTbp7JajSmhDlnDly/ZlUsGjY0fSmoUqXg6SqV6dq4EKJY3bgT+l699957xROIEAWQRH03L7xg+tHrTY9qgSl563R3nu9eDB9u6h6/ncDAgl/aIYQQotSSRF1YOp2pa/pBevRR078REQVPd3aGIg7CIIQQomST56iFEEIIGyaJWgghhLBhkqiFEEIIGyaJWgghhLBhkqiFEEIIGyaJWgghhLBhkqiFEEIIGyaJWghRYpXgVxWIu5B9e5MkaiFEiaO7PjLgnd5MJUq2G/tW9yBGgSxhZGQyIUSJo9Fo8PDw4NKlSwA4OTmhktfAlgqKopCRkcGlS5fw8PBAo9FYOySrk0QthCiRKlY0va/9RrIWpYuHh4d5H5d1kqiFECWSSqXC19cXb29v9Hq9tcMRxUin08mZdB6SqIUQJZpGo5E/6qJUk5vJhBBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBsmiVoIIYSwYZKohRBCCBtm1URtMBj49NNPqVatGo6OjgQEBPDFF1+gKIo1wxJCCCFshtaaCx8/fjxTp05l7ty5BAcHs3fvXl599VXc3d15++23rRmaEEIIYROseka9fft2unTpQqdOnahatSo9evSgffv27N6925phCSGEKEUK03urKAqjRo3C19cXR0dH2rVrx4kTJ8zTs7Ozefnll3Fzc6NmzZqsX7/eYhnffvst4eHhDyR+q55Rt2jRgunTp3P8+HFq1qzJgQMH2LZtGxMmTCiwfnZ2NtnZ2ebPaWlpDyvUItHr9URFRVmUhYSEoHuQbeuKo3UhhCh9CtN7+8033/Djjz8yd+5cqlWrxqeffkqHDh04cuQIDg4OTJ8+nX379rFjxw5Wr15N7969SUhIQKVSERMTw4wZM9i7d+8Did+qifqjjz4iNTWV2rVro9FoMBgMjB07lj59+hRYf9y4cXz++ecPOcqii4qKYsLijfj4BwCQEHuKYUCDWrUeXNsNGtx320IIURrl7b0FqFq1KosWLTL33iqKwg8//MAnn3xCly5dAJg3bx4+Pj4sX76cF198kejoaJ599lmCg4OpXr06w4cPJzExES8vLwYNGsT48eNxc3N7IPFbtet78eLFLFiwgIULFxIREcHcuXP57rvvmDt3boH1R4wYQUpKivnnyJEjDzniwvPxD6ByjWAq1wg2J9WS0LYQQpQ2LVq0YMOGDRw/fhzA3Hv71FNPARATE8PFixdp166deR53d3eaNm3Kjh07AKhfvz7btm0jMzOTtWvX4uvrS4UKFViwYAEODg5069btgcVv1TPq4cOH89FHH/Hiiy8Cpi7cs2fPMm7cOPr27Zuvvr29Pfb29ubPqampDy1WIYQQtuXWHHBrjrjhbr23Fy9eBMDHx8diPh8fH/O0/v37c/DgQYKCgqhQoQKLFy8mKSmJUaNGsXnzZj755BN+++03AgIC+OWXX6hUqVKxradVz6gzMjJQqy1D0Gg0GI1GK0UkhBCipKhSpQru7u7mn3HjxhVYr6i9twXR6XRMnjyZmJgY9uzZQ6tWrXjvvfd4++232b9/P8uXL+fAgQM0a9as2J9asuoZdefOnRk7diz+/v4EBwezf/9+JkyYQP/+/a0ZlhBCiBIgLi7O4rpwQWfTcPfe24oVKwKQkJCAr6+veb6EhARCQ0MLbHPTpk0cPnyYmTNnMnz4cJ5++mmcnZ15/vnn+emnn4ppDU2smqgnTZrEp59+yltvvcWlS5fw8/PjjTfeYNSoUdYMSwghRAng5uZWqBu47tZ7W61aNSpWrMiGDRvMiTk1NZVdu3YxaNCgfO1lZWUxePBgFixYYO5Kv/Gol16vx2Aw3OeaWbJqonZ1deWHH37ghx9+sGYYQgghSrG79d6qVCqGDh3Kl19+SY0aNcyPZ/n5+dG1a9d87X3xxRc8/fTThIWFAdCyZUuGDx/Oq6++yk8//UTLli2LNX6rJmohhBDiQStM7+0HH3zAtWvXGDhwIMnJybRq1Yo1a9bg4OBg0dahQ4dYvHgxkZGR5rIePXqwefNmHn30UWrVqsXChQuLNX5J1EIIIUq1wvTeqlQqxowZw5gxY+7YVt26dS1GLANQq9VMmTKFKVOmFEe4+cjbs4QQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbJolaCCGEsGGSqIUQQggbprV2AA+SXq8nKirK4rNKpUKr1RIdHY3R6GC12CIjIzE6Opo/h4SEoNPpityOwZBLdHS0Rdm9tiWEEML2lOpEHRUVxYTFG/HxDwAgevcW1A4u1KrXkOjde/CqHkz169Metkl/bsEjsA4ACbGnGAY0aNCgyO0kxp9l0eFkaqU43XdbQgghbE+pTtQAPv4BVK4RDJiSmMbJnco1gkmIPWXVuLyrVMP7elz3q7zfI+Z1FEIIUbrINWohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyYJGohhBDChkmiFkIIIWyY1RN1fHw8L730EuXLl8fR0ZGQkBD27t1r7bCEEEIIm2DVRJ2UlETLli3R6XSsXr2aI0eO8P3331OuXDlrhiWEEKKUudtJoaIojBo1Cl9fXxwdHWnXrh0nTpwwT8/Ozubll1/Gzc2NmjVrsn79eov2v/32W8LDwx9I7NoH0mohjR8/nipVqjB79mxzWbVq1awYkRBCiNLmxknh448/zurVq/Hy8uLEiRMWJ4XffPMNP/74I3PnzqVatWp8+umndOjQgSNHjuDg4MD06dPZt28fO3bsYPXq1fTu3ZuEhARUKhUxMTHMmDHjgfUGWzVRr1ixgg4dOtCzZ0+2bNlCpUqVeOuttxgwYECB9bOzs8nOzjZ/TktLe1ih3pVerycqKgqA6OhojEYHK0dUOHnjBggJCUGn01kxoqK7dR3AeuthS7EIIUzudlKoKAo//PADn3zyCV26dAFg3rx5+Pj4sHz5cl588UWio6N59tlnCQ4Opnr16gwfPpzExES8vLwYNGgQ48ePx83N7YHEb9Wu79OnTzN16lRq1KjB2rVrGTRoEG+//TZz584tsP64ceNwd3c3/wQFBT3kiG8vKiqKCYs3smDnWRas28PVq1etHVKh5I17wuKN+ZJMSWCx7a28HrYUixDCZMWKFTRq1IiePXvi7e1NWFgYM2bMME+PiYnh4sWLtGvXzlzm7u5O06ZN2bFjBwD169dn27ZtZGZmsnbtWnx9falQoQILFizAwcGBbt26PbD4rXpGbTQaadSoEV999RUAYWFhHDp0iGnTptG3b9989UeMGMGwYcPMn+Pj420qWfv4B1C5RjAJsaesHUqR3Ii7JLOldbClWIQozVJTUy0+29vbY29vn6/ejZPCYcOG8fHHH7Nnzx7efvtt7Ozs6Nu3LxcvXgTAx8fHYj4fHx/ztP79+3Pw4EGCgoKoUKECixcvJikpiVGjRrF582Y++eQTfvvtNwICAvjll1+oVKlSsa2nVc+ofX198yXaOnXqEBsbW2B9e3t73NzczD+urq4PI0whhBA2qEqVKha9rOPGjSuwntFopEGDBnz11VeEhYUxcOBABgwYwLRp0wq9LJ1Ox+TJk4mJiWHPnj20atWK9957j7fffpv9+/ezfPlyDhw4QLNmzXj77beLaxUBKyfqli1bcuzYMYuy48eP88gjj1gpIiGEECVFXFwcKSkp5p8RI0YUWO9uJ4UVK1YEICEhwaJOQkKCedqtNm3axOHDhxkyZAibN2/m6aefxtnZmeeff57Nmzff55pZsmqifvfdd9m5cydfffUVJ0+eZOHChUyfPp3BgwdbMywhhBAlQN4eVjc3twK7veHuJ4XVqlWjYsWKbNiwwTw9NTWVXbt20bx583ztZWVlMXjwYH7++Wc0Gg0GgwG9Xg+Ybig1GAzFtYqAlRN148aNWbZsGYsWLaJu3bp88cUX/PDDD/Tp08eaYQkhhChF7nZSqFKpGDp0KF9++SUrVqwgKiqKV155BT8/P7p27ZqvvS+++IKnn36asLAwwPRFYOnSpRw8eJCffvqJli1bFmv8Vr2ZDOCZZ57hmWeesXYYQgghSqkbJ4UjRoxgzJgxVKtWLd9J4QcffMC1a9cYOHAgycnJtGrVijVr1uDgYPmo7aFDh1i8eDGRkZHmsh49erB582YeffRRatWqxcKFC4s1fqsnaiGEEOJBu9tJoUqlYsyYMYwZM+aO7dStW9dixDIAtVrNlClTmDJlSrHEeiurj/UthBBCiNuTRC2EEELYMEnUQgghhA2TRC2EEELYMEnUQgghhA2TRC2EEELYMEnUQgghhA2TRC2EEELYMEnUQgghhA2TRC2EEELYMEnUQgghhA2TRC2EEELYMEnUQgghhA2TRC2EEELYMEnUQgghhA2TRC2EEELYMEnUQgghhA2TRC2EEELYsHtK1NWrV+fKlSv5ypOTk6levfp9ByWEEEIIk3tK1GfOnMFgMOQrz87OJj4+/r6DEkIIIYSJtiiVV6xYYf7/2rVrcXd3N382GAxs2LCBqlWrFltwQgghRFlXpETdtWtXAFQqFX379rWYptPpqFq1Kt9//32xBSeEEEKUdUVK1EajEYBq1aqxZ88eKlSo8ECCEkIIIYRJkRL1DTExMcUdhxBCCCEKcE+JGmDDhg1s2LCBS5cumc+0b/jll1/uOzAhhBBC3GOi/vzzzxkzZgyNGjXC19cXlUpV3HEJIYQQgntM1NOmTWPOnDm8/PLLxR2PEEIIIfK4p+eoc3JyaNGiRXHHIoQQQohb3FOifv3111m4cGFxxyKEEEKIW9xT13dWVhbTp09n/fr11KtXD51OZzF9woQJxRKcEEIIUdbdU6I+ePAgoaGhABw6dMhimtxYJoQQQhSfe0rUmzZtKu44hBBCCFEAec2lEEIIYcPu6Yz68ccfv2MX98aNG+85IFuh1+uJioqyKAsJCTFfj791enR0NEajQ4FtGQy5REdHo87MJPR6Wd5BYm5ML0xbD9PdtsGDmrc45hdCiNLinhL1jevTN+j1eiIjIzl06FC+l3WUVFFRUUxYvBEf/wAAEmJPMQxo0KBBgdOjd+/Bq3ow/gW0lRh/lkWHkwm5pDYn6qtJSVS8ZXqtFKe7tvUw3W0bPKh5i2N+IYQoLe4pUU+cOLHA8tGjR5Oenn5fAdkSH/8AKtcILtT0hNhTd2yrvN8j+AXUueP0wrb1MN1tGzyoeYtjfiGEKA2K9Rr1Sy+9JON8CyGEEMWoWBP1jh07cHCw/rVVIYQQorS4p67v5557zuKzoihcuHCBvXv38umnnxZLYEIIIYS4x0Tt7u5u8VmtVlOrVi3GjBlD+/btiyUwIYQQQtxjop49e3ZxxyGEEEKIAtxTor5h37595ud/g4ODCQsLK5aghBBCCGFyT4n60qVLvPjii2zevBkPDw8AkpOTefzxx/ntt9/w8vIqzhiFEEKIMuue7voODw8nLS2Nw4cPc/XqVa5evcqhQ4dITU3l7bffLu4YhRBCiDLrns6o16xZw/r166lT5+YAHkFBQUyePFluJiukdKOWS6lZaDVqjKjQWDsgIYQQNumeErXRaCxwzGWdTmcxhrUwMaAiMdeRNYcuEH69LDLLix174q5/qoVjZi4pxy8T4OWMYq1AhRBC2Jx76vpu27Yt77zzDufPnzeXxcfH8+677/LEE08UW3AlXU6ukd0xV9lDIEdzynE6McM8zQ4DLvZa7DRqQEWmoiMyLpk/I+KJoDrnc50wGCVlCyFEWXdPZ9Q//fQTzz77LFWrVqVKlSoAxMXFUbduXX799ddiDbCkumqw59ddZ0nLygW0OKhyafRIOfP0Jk6XCGoViqIo7Nz4N9fsKqCUr8qJS2lkGuw5kWPP5V1neTSwAnbWWw0hhBBWdk+JukqVKkRERLB+/XqOHj0KQJ06dWjXrl2xBlcSGY0Kp/HmfHZ5IBdXBy2+WWep6KCicbVH8tVXqVTYYcBRm0VokA+ta1Zg7ZbtnMOL5AxYefACVZw0dM6WSwpCCFEWFSlRb9y4kSFDhrBz507c3Nx48sknefLJJwFISUkhODiYadOm8eijjz6QYG1drqLirwPnOU95AEIre9A8oDxRW6JQqdzvMreJvVZDJZLwc1TI8goiIjaJuAwNw/65zAy/q9z+LeBCCFEy5eTkkJSURFJSEqmpqaSmppKWlmb+/60/V65csXbID1WREvUPP/zAgAEDcHNzyzfN3d2dN954gwkTJpTJRJ2LmsPZ5UnLzECNkdp2yTxWq8Y9t6dVKbSqUYFAbxf+FxnL1UwjL/y8k1dDXYsxaiGEKD6KopCcnExCQgKXLl0iMTHR/Ajv1atXSUpKsvh846c0vR75QShSoj5w4ADjx4+/7fT27dvz3Xff3XdQJU223sAh/Ek32uGgU1NbH4O71r5Y2q7o7kDbinquqNz4Ly6LGRGp1HDVUElRUKnk/FoI8WDdSL7x8fHEx8ebk/Ct/9740ev197wsd3d33N3dcXNzu+OPVqstU2N2FClRJyQkFPhYlrkxrZbLly/fd1AlicGosCrqAuk4osNA9wb+nN11GCieRA2gU8Owph60DHbnmzXHOJGmQXX4Ih2CKhbbMoQQZY/RaCQhIYHY2FhzIj537ly+/2dmZhapXQ8PD7y9valQoQKenp75fsqVK5evzN3dHY2mcCNKlLXBtYqUqCtVqsShQ4cIDAwscPrBgwfx9fUtlsBKAkWBDUcTOJeUiQYD9RyuUMGlNmcfwLJUKhVvtQlEn5zADzuTOJ6QDspFZLBWIcTtKIrC1atXiYmJISYmhjNnzpj/HxMTw9mzZ8nKyipUW56enlSqVImKFSvi7e2Nj49Pvn99fHzw8vLC3r74TlREERP1008/zaeffkrHjh1xcHCwmJaZmclnn33GM888U6wB2rJT6Wqik9JQqaCWEo+L+r7ecVIoj/o7svPkZXZd0XH8UjpXqUSQItd3hCjLrl69yvHjxzl27Jj53xMnThATE0NaWtod51Wr1fj5+VG5cmUqVapEpUqV8v3fz88PR0fHh7Q24lZFyiyffPIJS5cupWbNmgwZMoRatWoBcPToUSZPnozBYGDkyJEPJFBbc+JKDgeTTN00jwZWwHgiGijcnd33y89JoZOfL/+LukCi4kZ0jo76RgW1Wq5ZC1FaGY1GTp8+zaFDhzh69KhFYk5MTLzjvBUrVqRatWrmn6pVq5r/X6VKlTte0hTWV6RE7ePjw/bt2xk0aBAjRoxAUUwjZ6lUKjp06MDkyZPx8fF5IIHaktQsPd/tSEZBRaCXC6FVPIg48XBjqO7lQqcQX1YdPM9lgyProxN4Mqj0b3shSjtFUUhISCAqKoqoqCgOHTpEVFQUR44cISMj47bzVapUiVq1alGrVi1q1qxJzZo1qV69Oo888oicDZdwRe6rfeSRR/j7779JSkri5MmTKIpCjRo1KFeu3N1nLiW+XHWEyxkGnLUK7YK8rXb3dXUvF2pzjmgqE30xDVcHHVWsEokQ4l7k5uZy7Ngx9u3bR0REBAcOHCAqKuq2zwnb29sTFBREnTp1zAm5Vq1a1KhRAxcXl4ccvXhY7vmiarly5WjcuHFxxlIibDp6icV7z6ECGnnmYq+17nuvypNOTbsUjud4sPvMVfSe9zR8uxDiAdPr9Rw5csSclCMiIoiMjCzwjmq1Wk1gYCAhISHUrVvX/G9AQABa7YO/F0bYFtnjRZChN/LR0oMAPFPTGbusJCtHZOKrzcCjUnV2x1wl8qqGveezaNDA2lEJUXYpisLp06fZsWMHO3fuZNeuXURFRZGdnZ2vrouLC2FhYTRo0ICwsDBCQkKoU6eOdFcLM0nURfDboXQSUrOpWt6J3nVd+WOvbSRqgGbVPEnL0hN9IY3vdyTTIiyFupUezs1tQpR1aWlp7Nmzh507d5qTc0E3eLm5udGgQQMaNmxo/rdGjRqo1dITJm5PEnUhJeeo2BR3DYAxXepinx53lzkeLpVKxRO1fbiSlMKlLDUD5+1lRXgrKrjI84xCFCdFUYiJiWHr1q3s2LGDHTt2cPjwYYxGyxfn2NnZ0aBBA5o1a0bTpk1p1KgR1atXl6QsikwSdSEoikLkVQ1GBTqF+NK6phcREbaVqAE0ahVNK+SyL8WR8ylZvPVrBL++3hQ7rfxhEOJeKYpCdHQ0W7duNf/Ex8fnq+fv70+zZs1o3rw5zZo1IywsTAb+EMVCEnUhnLyUzpUcNfYaFZ88U8fa4dyRnRo+aunJyE1J7D5zlc9XHmZstxBrhyVEiZGbm8uBAwfMSXnbtm35urF1Oh2NGzemZcuWNG/enKZNm+Ln52eliEVpJ4n6LnKNRv47ZXpUomttZ3zdbf8Gj8puWn54MZTX5+1lwa5Ygv3c6d3U39phCWGTDAYDkZGRbNiwgU2bNvHff//lG83L0dGR5s2b07p1a1q3bk3Tpk1xcnKyUsSirJFEfRdR51JIydTjoFHoUsvZ2uEU2hN1fHi/fS2+XXuMz1YcolZFVxo+UnaedRfidhRF4cSJE2zYsMGcnK9evWpRx83NjVatWpkTc8OGDbGzs7NSxKKsk0R9B3oj7D5j+gUOcjfgUMKu9b7VJoAj51P5X9QFhiyMYFV4K8rLzWWiDLpw4YI5MW/YsIG4OMt7TFxdXXnsscdo27Ytbdq0oV69eoV+k5MQD5ok6js4maYmS2+knJOOqs451g6nyFQqFeN71CP6YiqnL19j6O+RzHm1CRoZE1yUcunp6WzatIl169axYcMGjhw5YjFdp9PRokULnnjiCZ544gkaN24s410LmyWJ+jau5Rg5kWr6Rt20WnlUadesHNG9cbHXMrVPQ7pM3sa/JxKZtPEEQ9vVtHZYQhQrRVE4fPgwa9asYfXq1fz777/o9XrzdJVKRVhYmDkxt2rVCmfnknMpS5RtkqhvY8Xxa+gVFeWd7ajp40L8nd8UZ9NqVXTlq24hDFt8gP/bcIIG/uVoXVPeZC1KtuTkZNavX8+aNWtYs2ZNvkemqlWrRocOHWjXrh1t2rShfPnyVopUiPsjiboA6dm5/O+E6Qy6aTVPq710ozg916Aye84ksWh3LO/8tp//vf0ofh62fwe7EDcYjUb2799vTsw7duzAYDCYpzs4OPD444/TsWNHOnbsSI0aNUrF764QkqgL8NvuWDL0Ci5ahUDv0vNGms86BxEVn8yh+FSGLIzgt4HNrR2SEHeUkpLC2rVrWbVqFWvWrOHy5csW0+vUqWNOzI8++qiMjy1KJZtJ1F9//TUjRozgnXfe4YcffrBaHDm5RmZtiwGgppuhVH0jd9BpmNqnIZ1+/JeI2GTGrY6mcyVrRyWEpZMnT7Jq1SpWrlzJ1q1byc3NNU9zcXGhXbt2dOzYkQ4dOlC1alXrBSrEQ2ITiXrPnj38/PPP1KtXz9qhsPLAeS6kZOHhoMbf2Xj3GUqYKp5OfP98KAPm7WX2f2eo0MLD2iGJMi43N5ft27ezcuVKVq5cybFjxyym165dm2eeeYZOnTrRokULeZ5ZlDlWfzA4PT2dPn36MGPGDMqVs+6AHIqi8PPWUwA8U8MZTek5mbbwZJAPbzxWHYDJe1JI199lBiGKWVJSEosWLaJPnz54e3vz2GOP8d1333Hs2DG0Wi1t27Zl4sSJnDhxgujoaL799lvatGkjSVrct6+//hqVSsXQoUPNZVlZWQwePJjy5cvj4uJC9+7dSUhIME+/evUqnTt3Nr+SdP/+/RZtDh48mO+///6BxWz1RD148GA6depEu3btrB0KkQnZHE9Ix8VeS4eA0j084Pvta9G4ajky9Ao7E7XkGkpf74GwLadOneL777+nTZs2eHl50bt3bxYuXEhSUhLly5fn5Zdf5vfffycxMZENGzYwdOhQAgMDrR22KEVu13v77rvvsnLlSpYsWcKWLVs4f/48zz33nHn62LFjSUtLIyIigjZt2jBgwADztBvvG8+b+IubVbu+f/vtNyIiItizZ0+h6mdnZ1u8eP3W8Xj1ej1RUVHmz9HR0RiNDoWOZ+Wxa4CG3k39cbbLLPR8JZFOo2ZSrwa0n7CJlGzYcuIyte4yEJPBkEt0dLRFWUhIyEMZKOLWZT+s5d6vkhp3cVAUhcjISJYtW8by5cstfjcBgoKC6Ny5M8888wzNmzeXkcDEA5W39/bLL780l6ekpDBr1iwWLlxI27ZtAZg9ezZ16tRh586dNGvWjOjoaF588UVq1qzJwIEDmT59OmDKOW+++SYzZ858oMev1RJ1XFwc77zzDuvWrcPBoXDJdNy4cXz++ee3nR4VFcWExRvx8Q8AIHr3HryqB1PY11FEJ+rROmh5tWVVLpyKvvsMJVxFdweGNvVgzNYrHIpPxbH8nTtYEuPPsuhwMrVSTL0NCbGnGAY0aNDggcead9kPc7n3q6TGfa9yc3PZtm0by5cvZ/ny5Zw9e9Y8TaPR8Nhjj9GlSxeeeeYZqlevbsVIRWmQmppq8dne3v62rxbN23ubN1Hv27cPvV5v0atbu3Zt/P392bFjB82aNaN+/fps3LiR119/nbVr15rPyL/55hvatGlDo0aNHsDa3WS1RL1v3z4uXbpk8UfLYDCwdetWfvrpJ7Kzs/N9QxkxYgTDhg0zf46PjycoKMiijo9/AJVrBAOmRFJUXUIr4evuyIUiz1kyhVa0p46bkehUDRFXNZxL1XOnNFLe7xHz9n3YrLns+1FS4y6szMxM1q1bx7Jly1i5ciVXrlwxT3N0dKRjx4507dqVZ555Bk9PTytGKkqbKlWqWHz+7LPPGD16dL56d+q9vXjxInZ2dnh4eFiU+/j4cPHiRQA++ugjBg0aREBAAFWrVmXWrFmcOHGCuXPnsmPHDt58803++ecfGjVqxIwZM3B3dy+2dQQrJuonnngiX1fYq6++Su3atfnwww8L7Ea49dvSrd+misNrraoVe5u2ro67gTSNC+eSMvl2ezLtWuTiZGcTDwQIG5WUlMSqVatYvnw5a9asISMjwzzN09OTzp07061bN5588kl5HaR4YOLi4nBzczN/Luhs+l56b2/l7u7OwoULLcratm3Lt99+y4IFCzh9+jTHjh1jwIABjBkzpthvLLPaX2NXV1fq1q1rUebs7Ez58uXzlT8sNcrrCPJzu3vFUkalgo7BFfl1+2niUnP5ZPkhvu9Z39phCRtz6dIlli1bxh9//MGmTZssRgXz9/ena9eudOvWjVatWqHVyhc98eC5ublZJOqC3K33du3ateTk5JCcnGxxVp2QkEDFihULbHP27Nl4eHjQpUsXnnvuObp27YpOp6Nnz56MGjWqWNYtrzL/22RUFPP/n6xedkc1crbX0qRCLtsu61gaEU+zauUJlHt7yryLFy+ydOlS/vjjD7Zs2YLRePPpgLp169KtWze6du1KWFhYqRocSJQed+u9rVKlCjqdjg0bNtC9e3cAjh07RmxsLM2b5x+98fLly4wZM4Zt27YBpqR/4wUwer3e4gtscbGpRL158+aHvsyzV2522TWtVHYTNYCXg0Kvuq4siErj078OMa6tXE8si86fP8/SpUtZsmQJ//77L0qeL7ONGjWiZ8+ePPfcc/LolCgRCtN7+9prrzFs2DA8PT1xc3MjPDyc5s2b06xZs3ztDR06lPfee49KlUzDOrZs2ZL58+fTvn17pk+fTsuWLYt9HWwqUVvDofMp5v/bldYRToqgW21n4nMc2HzsMt9uT6Kxh7UjEg/DuXPn+PPPP/njjz/477//LJJz06ZN6dGjBz169JAhO0WpNHHiRNRqNd27dyc7O5sOHTowZcqUfPXWrl3LyZMnmT9/vrlsyJAh7N27l6ZNm9KkSRM+++yzYo+vTCfqTKOGuOTS/bx0UalVKiY+H0qnH//lfEoWEUYNVRVFujVLofj4eBYvXsySJUvYsWOHxbTmzZvTs2dPunfvjr9/YR9wFKJkuLX31sHBgcmTJzN58uQ7ztehQwc6dOhgUebk5MTixYuLO0QLZTpRn8+VF8cXpJyzHZN6N+D5ads5l6Hh4LkU6lfxsHZYohhcuXKFP//8k4ULF7J161bzmbNKpaJly5b06NGD7t27U7lyZStHKoS4ocwmagMqLuY6oSPH2qHYpIaPlOOVeq7MPpDG1hOXqeBa8CACwvalp6ezYsUKFi5cyNq1ay3eRtWqVSteeOEFnnvuOfz8/KwYpRDidspsok7EjVzUeDqU2U1wV8/UdGbdiWTOZWj4O+oCwWiRJ2JLhuzsbNasWcOiRYtYsWIFmZk3L/GEhobSu3dvXnjhBenWFqIEKLNZKgHTyDFBvmXvuenCUqlUNPQ0kKV2JDE9h2gqE6YkWTsscRuKorB9+3bmzp3LkiVLSE5ONk8LDAykV69e9OrVizp16lgvSCFEkZXJRJ2ckUMqzoBCrYou1g7HpmnV8Ew9PxbtjiU915ETOUbC5OYym3L27FnmzZvHvHnzOHnypLncz8+PF154gd69e9OwYUPZZ0KUUGUyUUdfML11q5w6Gxf7svEmo/vh7qjjqboVWR4Zz0WDM1HxKdSr7GHtsMq09PR0/vzzT+bOncumTZvM5c7OzvTs2ZNXXnmF1q1byxuphCgFylyiVhQ4csE0RnhFbcZdaosbHinvTFUucwZvthy/TAUXubnsYTMajWzZsoU5c+bw559/cu3aNcB0ieLxxx+nb9++PPfcc7i4SC+REKVJmUvUSUZ70rNz0WCggibL2uGUKJW4QrrGlUSDI/+LukCbCtaOqGy4ePEic+bMYcaMGZw+fdpcHhgYSL9+/Xj55ZflpjAhSrEyl6gTck3DhHqRilou2RWJCqhtl0y02p0r13LYfllLH73xrvOJojMajaxfv57p06fz119/mR+pcnNz48UXX6Rv3740b95crjsLUQaUqUSdi5pEgylR+5AMSPdtUWlUCp3r+/H7njiS9fDDrmSaNVbQyLeeYnHhwgVmz57NzJkziYmJMZc3b96cgQMH8vzzz8trI4UoY8pUor6MG0ZUlHe2w+VaFpKo7427o47O9X35Y28ce85n89Xf0Xz6TJC1wyqxFEVh48aNTJ48mRUrVpjfvuPu7s4rr7zCgAEDCAkJsXKUQghrKVOJ+hIegOnZaeXkneuKO/N1d6RReQO7r2iZtS2GqhWcebnZI9YOq0S5du0a8+fPZ9KkSRw5csRc3rJlSwYOHEiPHj3k7FkIUXYS9dVrOaThiOnZaVeOSqK+b1WcjQT6urDwUDqjVxzG39OJx2p6WTssm3f69GkmT57MrFmzSEkxvb3N2dmZvn37MmjQoHyv5BNClG1lJlFHX38kq7wmG2f7MrPaD1z3Oi5k23nwZ8Q5Bi+I4I9BzaldUUZ7u5WiKJyNjuTd33+weMdzYGAgQ4YMoV+/fri7u1s5SiGELSoTGUtRFI4lmAY58dHIs9PFSaVSMe65EOKTM9h5+iqvzdnL0rdaWDssm2E0GDhzYAfr5n7PhdPHzOUdO3YkPDycjh07olarrRihEMLWlYlEfT45i7Qs07PTnvLsdLGz06qZ9lJDnpu6ndOXr/HKrN2MbF62r61mXUtn5+rFrF80jYw0U/e2zs6B57p14fPPP6dWrVpWjlAIUVKUiUR9NOF6tzdpaOQpogfCw8mOua82ofvU7RxLSOOrbVnUcrB2VA/f5cuX2bp8Hof+W09WRjoAji5uPN7zdaoGhfJa22BJ0kKIIin1idqowMkE0x9Mb1IAGdv7Qani6cS815rw/LQdHE3Uk+ygpUqNsvGM9fHjx/n666+ZP3++eXAS7yrVqRbckMDGbWj4aDvOnThs5SiFECVRqb84dtVgT1auEWc7De7I9ekHrXZFN37p1xg7DVzMUrMhOsF841RpdPjwYfOrI2fPnk1ubi6VAoJ47fOpfDDjfwTWb4JGK18OhRD3rtSfUV8ymK6V1vRxRRVn5WDKiEZVPXm/eTnGbbtK9MU0tBo1NUrZV8L9+/fz5ZdfsnTpUnNZ586d6d69OwevuVG5RrAVoxNClCal7M+npVzUXDGYLpTWquhq5WjKlkZ+DjQubxphKyo+hYPJmlJxZr179246d+5MgwYNzEm6e/fu7N+/nxUrVsgIYkKIYleqE/UVXDGiopyTDm9XGS70YavibKRdHW8ATqZpWBCVVmKT9Z49e+jYsSNNmzZl1apVqNVqevXqxaFDh/jjjz8IDQ21dohCiFKqVCfqy5gG3qhd0U3eMmQlwX7uPF7LNFrZ0qPX+GH9iRKVrKOioujatStNmjRh7dq1aDQa+vXrR3R0NAsXLiQ4WLq4hRAPVqlN1Neyc0nGGZBub2urV9mDeh6mO6H/b8MJvl17zOaT9cmTJ+nTpw/169fnr7/+Qq1W07dvX44fP87s2bOpWbOmtUMUQpQRpTZRn7iUDqhwVefg7ih33VpbDTcjr9Y3fWGasvkUX/4v2iaTdVxcHAMGDKB27dosXLgQRVHo2bMnhw4dYs6cOVSvXt3aIQohyphSm6iPXx8y1FuTaeVIxA2da7nwRRdTV/GsbTF8+tchjEbbSNaJiYkMHTqUwMBAZs6cicFgoFOnTkRERLB48WLq1Klj7RCFEGVUqXw8Ky1Lz4UU01ChXpKobcrLzatir9Xw4dKD/Lozlmy9ka+717PaoChZWVn8+OOPjB07ltRU0wh2bdq0YezYsbRoIWOWCyGsr1QmalO3N7iRgb3aaOVoxK2eb1wFO62aYYsjWbLvHDkGI9/3rI9W8/A6eIxGI4sWLeLjjz8mNjYWgNDQUL755hvatWsnNx8KIWxGqez6PnF9yNAKpFo5EnE7XcMq8VPvBmjVKv6KPM+gBRFk6Q0PZdmbNm2icePGvPTSS8TGxlK5cmXmzp3Lvn37ePLJJyVJCyFsSqlL1Ndy4WKqqdtbErVtezrEl2kvNcROq2bdkQRemrmL5IycB7a86OhoOnfuTNu2bYmIiMDV1ZWvvvqK48eP88orr8jrJoUQNqnU/WU6l2FapcoejtjxcM7QxL1rF+TD/P5NcHXQsvdsEj2n7eB8cvHeV5CcnMzQoUMJCQlh1apVaDQaBg8ezMmTJxkxYgSOjo7FujwhhChOpTZR1/BxsXIkorCaVi/Pkjeb4+Nmz4lL6XSfup24FP19t2swGJg5cyY1atTg//7v/zAYDDz77LMcPnyYn376CW9v72KIXgghHqxSlagvpueSnKNGBQR6S6IuSWpXdOPPQS0I8HLmQkoWIzddITH73q8VHzhwgKZNmzJgwAASExOpXbs2a9eu5a+//pL3QQshSpRScdd3VFQUly5dYvm+WMCRyp6OONkVfdWOHj2K8Xo3aHR0NEajg3mawZBLdHS0+fOt0x+kvMt+mMt9kPR6PVFRURZlISEh/PFmC/rP3cP+2GT+vaTF+VIaNbwLP7JcypUEVs/5Pybs2QKAm5sbo0aNolWrVuh0OiIiItDr9ahUKrTam8dISEgIOt3DHRjndtvgYcdRUCzFGced2ralbSCErSoViXpZxDlcy2Wx9ZwedI7ULMIf9ryWbD9G1WxPAKJ378GrejD+16clxp9l0eFkaqU4FTj9Qcq77Ie53AcpKiqKCYs34uMfAEBC7CmGAQ0aNGDh6814eeom9l7I5u+oi7QI0HO3c2uDIZeNi2fwz69TyMnKQKVS0b9/f7766ivOnTtnsazo3VtQO7hQq17DfMt+mO60DR62vLEUdxx3atuWtoEQtqpUJGrfarVQnD3Jij2LCoWAe+z29vT1N79HOCH2VL7p5f0eueP0B+nGsh/2ch8kH/+AAt/b7Gin4cOW5fhoTTyn0jVsP3UFb3yppWQU2M7+/fv5ddznXLlgeuG4b7WajP/8E15++WUAzp07Z7GshNhTaJzcbeKd0bfbBtbwIGO5U9u2tA2EsEWlIlHDzSFDPdTZOOo0Vo5G3C+NWkWop4EqfhXZcvwyl/AgO9uROnmetb5y5Qoffvghs2bNAsDZvRydB3yA7yM1CA6uZq3QhRCiWJWam8luDHLirZUhQ0uT+lU8eDbUDw0GUoz2/L4njtQchZUrV1K7dm1zkq7boh0fzVpNk/bPoZLnoYUQpUipOKNOupbDlWs5qFAor8mydjiimFUt70w9znJE5U9iXBy//jKZrNhDANStW5d3332Xw1nlcHYrZ+VIhRCi+JWKU4+YK9cA8CAdnco23sYkipdD7jW022dyYU44WbGHUOns6RM+goiICEJDQ60dnhBCPDCl4oz69OV00HngRSrc9f5gUdKciY7k7zkTSb1yCQDPWo1xfHwQ25y8Gbv6OE/7yZczIUTpVSoSdUpmLvb2KjyN6cC9PZolbI8+O4vlU7/i3+XzUBQFBxc3Xnj3S8p5V8LevTy/HU5nzvYz7PW2o6o8diuEKKVKRaIGqFreCe1leaVlabF7927mfTWalMQEAKrXbUjjTi9R/9EOnDtxmOeDXXm8QS2G/R7JoUs5nNbocKuUjZervZUjF0KI4lUqrlEDRRq9StiulJQUBg4cyKBBg0hJTMDDy5cBY2fQvNOL2Ds5W9TtEFyRZYNbUtFFQ4ZBxeK9cZy4/pieEEKUFqUiUWvVKqpVcL57RWHTtm3bRnBwMDNmzACgfuuOfDBjFXUat77tPDV9XBn/RAW8HYzkGhX+PnSRQ8kajIpctxZClA6louu7sqcTdtpS8Z2jTMrKSGfdwqlE/bcOgMDAQD788EOic8rj4HT3UeZc7dW09MrlrMqbiNhkjqVq+HpbEr8E63FzkIvXQoiSrVRkt+oVnKwdgrhHp6P28t2bXYj6bx0qlYp3332XAwcOFHmsZ7UKHq3hRYcgH9Qo7L2QTdfJ/3HqcvoDilwIIR6O0nFGXU4SdUmTnZ3NlqVzidi4AkVRcPP04ruvxzJgwID7are2rxs5V85xINWe05ev0fWn/whvLPcvCCFKrlKRqHWaUtExUGbs37+fl19+mVOnTC8YadqxB43adaVhwzrF0r6nvcK37Sow5aCefWeTGLctiTruaiopCiqVPGcvhChZJMOJh8ZgMDBu3DiaNm3KqVOncHJ157XPp/LCsLHYOxZvr0g5Rw2LBjSjT1N/FOBIipZVBy+QnWu467xCCGFLSsUZtbB9aclXGDRoLPv27QOgbdu21Gz/MjUbtHhgy7TTqhnbLQQPQwpT9yZzOvEav+2Jozp2MiyOEKLEkEQtHrio/9az6LsPybqWjrOzMz/99BMhISEs3BX7UJb/RHUnjsQlsifZkeQMPQeoSq3clIeybCGEuF/S9S0eGH1ONn/8+BmzPx9M1rV06tSpw/79++nXr99Dv1bsaa/Qq0kVKns4YkDDkRxPtp1MlOethRA2TxK1eCBOnDjBwm8+YPuq3wBo1K4rs2fPpkaNGlaLyclOS7ewSvhxBYB9Z5P4K/I82XLZWghhw6TrWxQrRVGYNm0aQ4cOJScnB1dPL3oPH4+zmwc6nfUHH1GrVVTnEu52Kk7klif2agaJGh1tkvQU7cltIYR4OOSMWhSbtLQ0evfuzVtvvUVOTg7Vghvw/tS/qNWwpbVDy8dbm8Xzjarg7qgjw6Di442JLNt/ztphCSFEPnJGLYrFoUOH6NGjB8eOHUOr1RIeHg4BrXAtV97aod2Wl6s9LzauwvLdJ0nIUvPu7wc4EJfCyE515Nl8IYTNkL9G4r7NnTuXJk2acOzYMSpVqsSWLVt46aWXSsTgIg46DS29cukZZBpTfM72M/SZsYtLaVlWjkwIIUwkUYt7ps/JZsyYMfTr14/MzEzat2/P/v37adHiwT0b/SCoVNCrrivTX26Ii72W3Weu0nnSNiJik6wdmhBCSKIW9+Zy/Fl++24Ef/31FyqVis8//5y///4bLy8va4d2z9oHV+SvIS0J9HYhITWbF37e8dCe9RZCiNuRRC2K7MjuLUwc0p3L8WcoV64c//zzD6NGjUKj0Vg7tPsW4OXC8sEt6RhcEb1B4eNlUXz050Gy9PIMlxDCOiRRi0JTFIWorauZ9ekbZF1Lw696LRYuXEi7du2sHVqxcrHXMvWlBnzQsRZqFfy2J44Xpu/kfHKmtUMTQpRBkqhFoWRnZrDtr1/Zv2EZiqLQvNML9HxnDN7e3tYO7YFQqVS81SaQOa82wcNJx4G4ZDpP2saOU1esHZoQooyRRC3u6sqFOH4c+gKxxw6i1mjo8fbn9HxnDBqt9QcwedBa1/Ri5ZBWBPm6ceVaDi/N2sXMf0+jyNCjQoiHRBK1uKOzRw8wcUgPLsQcx8HZhSf7DqPFMy9aO6yHqoqnE38OakG3sEoYjApf/i+ad36L5Fp2rrVDE0KUAZKoRYEURWHhwoUs/ekLMtKSqVIrhKdeeQefR6w3Vrc1OdppmPB8fUZ3DkKrVrHiwHm6TP6Pk5fSrB2aEKKUk0Qt8tHr9bz55pt8//33KIqRxk92Y8j3C3By87B2aFalUqno17IaiwY2w8fNnpOX0nn2p/9YeeC8tUMTQpRikqiFhbS0NJ566immT5+OSqXise6v8uL749DZ2Vs7NJvRuKonq8IfpXn18mTkGAhftJ/RKw6Tk2u0dmhCiFJIErUwS068SL9+/diwYQPOzs5MmDCBhm07l4ihQB82L1d75r/WhLfaBACmoUdfmL6DxAx53loIUbwkUQsAYg7vY9G3H3HmzBkqV67Mtm3baN26tbXDsmlajZoPOtZm5iuNcHPQsj82mffXJZKQKV9shBDFRxK1IHr3FqZ80JfM9FTq1KnDrl27CA0NtXZYJUa7IB9WhT9KsJ8bqdlGtl3WsivmijzCJYQoFpKoyzBFUZg9ezar5/4fBr2ewPpNmTFjBn5+ftYOrcTxL296hKtdNUdAxc7TV/nrwHn0lPxhVYUQ1mXVRD1u3DgaN26Mq6sr3t7edO3alWPHjlkzpDLDYDAQHh7OTz/9BECbHv3p/PpwHB0drRxZyeWg0/BWYw8aeuaiUas4eyWD/VQj2WBn7dCEECWYVRP1li1bGDx4MDt37mTdunXo9Xrat2/PtWvXrBlWqZeVlcULL7zA5MmTUalUtOnRn2cHfohKLR0sxaGqi5EXGlWhnJOOHHQcyC7PztNXkJ5wIayjMCeFWVlZDB48mPLly+Pi4kL37t1JSEgwT7969SqdO3fGxcWFsLAw9u/fbzH/4MGD+f777x9I/Fb9y7xmzRr69etHcHAw9evXZ86cOcTGxrJv3z5rhlWqJSUl0b59e/7880/s7Oz46quvaPD4M9YOq9TxcrXnxcb+eJMMqNgVc5Wtl7RyV7gQVlCYk8J3332XlStXsmTJErZs2cL58+d57rnnzNPHjh1LWloaERERtGnThgEDBpin7dy5k127djF06NAHEr/2gbR6j1JSUgDw9PS0ciSlU1xcHB07duTIkSO4ubnx119/4ebmxoKdZ60dWqlkp1VTkwt42imcMniSmK1m2D+XmeiZwJNBPtYOT4gyY82aNRaf58yZg7e3N/v27aN169akpKQwa9YsFi5cSNu2bQGYPXs2derUYefOnTRr1ozo6GhefPFFatasycCBA5k+fTpwc4ComTNnPrBX/dpMojYajQwdOpSWLVtSt27dAutkZ2eTnZ1t/pyWJsM33o1erycqKoqTJ08SHh7OpUuX8PPzY82aNYSEhBAREWGuazDkEh0dbf4cHR2N0ehw27Zvra/X61GpVGi12nzzFrXtOynOtu7mxvbLKyQkBJ2u8C8k8dFm0qShPyv2xZCco2bAvL30a1GVp3wt+8JvXa87Las44rqdO+3X4l7W3ZZ967Ie5Hrnbftu61zUOG6tfz8xP6xtUNxtPwipqakWn+3t7bG3v/vgTLeeFO7btw+9Xm/xyt7atWvj7+/Pjh07aNasGfXr12fjxo28/vrrrF27lnr16gHwzTff0KZNGxo1alRcq5WPzSTqwYMHc+jQIbZt23bbOuPGjePzzz9/iFGVfFFRUYyY8Atbls4mOzMDt/LeTJ8+nZCQkHx1E+PPsuhwMrVSnACI3r0Hr+rB+N+m7fz1t6B2cKFWvYb55i1q23dSnG3dTVRUFBMWb8TH3zSwSULsKYYBDRo0KFI75ZzseNwnl1zHcqw8fo0528+wxUNLoMPNZ65vXa87Lau44irInfZrcS/rbsu+dVkPcr3ztn23dS5qHHnr32/MD2sbFHfbD0KVKlUsPn/22WeMHj36jvMUdFJ48eJF7Ozs8PDwsKjr4+PDxYsXAfjoo48YNGgQAQEBVK1alVmzZnHixAnmzp3Ljh07ePPNN/nnn39o1KgRM2bMwN3dvdjW0yYS9ZAhQ1i1ahVbt26lcuXKt603YsQIhg0bZv4cHx9PUFDQwwixxNq5cycbl8wkNyebqkFhPNVvKL6+vretX97vESrXCAZMv6R3c2t9jZM7lWsEFzhvUdsuynIfJB//APOy7odaBa+GuvFciyDeW3KAmOQczqIl0yWJMH8PwHK9HlZcBbndfn0Y7rYNHuR632i7MOtc1DiKM+6HsQ1Kgri4ONzc3MyfC3M2XZiTwoK4u7uzcOFCi7K2bdvy7bffsmDBAk6fPs2xY8cYMGAAY8aMKdYby6x6M5miKAwZMoRly5axceNGqlWrdsf69vb2uLm5mX9cXV0fUqQl07Jlyxg6dCi5OdnUatSKN7+ejaOzbDNre7y2N2veeZSGvvYYUbHtZCJ/RpwjC9vsXhTCVuXNB25ubndN1DdOCjdt2mRxUlixYkVycnJITk62qJ+QkEDFihULbGv27Nl4eHjQpUsXNm/eTNeuXdHpdPTs2ZPNmzff76pZsGqiHjx4ML/++isLFy7E1dWVixcvcvHiRTIzM60ZVqkwf/58evbsiV6vp0ZoM14bPRU7B3lG2lZ4uznwcatyNPDMRadRcT45iwiqcz7XSUY0E6KY3e2ksGHDhuh0OjZs2GAuO3bsGLGxsTRv3jxfe5cvX2bMmDFMmjQJMI1LodfrAdN1foOheJ/usGrX99SpUwFo06aNRfns2bPp16/fww+olFi8eDHjx48HoHPnzgQ8+QpaOxl0w9aoVCqquRipV/sR1h1JID45kxM5HuREnufx2t7WDk+IUmPw4MEsXLiQv/76y3xSCKbubEdHR9zd3XnttdcYNmwYnp6euLm5ER4eTvPmzWnWrFm+9oYOHcp7771HpUqVAGjZsiXz58+nffv2TJ8+nZYtWxZr/FZN1HLmUPx2r/2TbSsWAPD222/z8ssvs2h3nJWjEnfi7qije4NKrNz4H2fw5uzVDH7deZbabmpyjfI7IsT9KsxJ4cSJE1Gr1XTv3p3s7Gw6dOjAlClT8rW1du1aTp48yfz5881lQ4YMYe/evTRt2pQmTZrw2WefFWv8NnEzmbh/iqLwv1++NyfpTz/9lM8//zzf6DnCNqlUKipxlQoOcMGhKueSMzmUrOWD9Yn84JNMaBUPa4coRIlVmJNCBwcHJk+ezOTJk+9Yr0OHDnTo0MGizMnJicWLF99XjHciY0aWAoqisHzaV2z8fQZg6pYZM2aMvEe6BHJSG3iuQSWerOODnVrhTHIu3ab8x+gVh0nL0ls7PCGEFUiiLuEURWH334v4d9k8ANq9+AYvv/yylaMS90OlUhHk50Z7Xz2PPeKIosCc7Wd4/Lst/L4nFoN0hwtRpkiiLsGMRiN7/lnKsd2bUalUvDBsLPUe7XD3GUWJYK+Bd5p6MP+1JlSr4ExiejYf/hnFsz9t48jlHGuHJ4R4SCRRl1BGo5El/zeKE5E7QaXixffG0bRjD2uHJR6AR2t4sXZoa0Y+XQdXey2Hz6fyyaYrbL+sJTE9++4NCCFKNEnUJZDRaGTxxJHsWr0ElUpFq26v0rh9N2uHJR4gO62aAa2rs2l4G3o39UetgguZahbsimXt4Yuky+VrIUotSdQljNFoZPvyuexeuxSVWk2LZ3pRvX7+5/xE6VTBxZ6vuoXwQwcvKjkaATh6MY1/LuiYtDuZk5fkRTVClDbyeFYJYjDksuN/v3HmyH7Uag0vjfgOQ26utcMSVlDZTUszr1x0PgHsOHWFs1cz2HQmk80Tt9I+yIe32gRSXx7pEqJUkDPqEsJoMLBw/AecObIflVrNyyMnEvrY09YOS1iZj5sDXcMq8biPniaV7FEUWHs4gS6T/+O5Kf/xV2Q8OblGa4cphLgPckZdAhiNRnYun0PMwV2o1Rpav/AG9eXubpGHp71CeDNPXCvVYOqWU6w8cJ6I2GQiYiP5wiWaFxtXoUfDylSt4GztUIUQRSRn1DbOaDSya/USU5LWaGnV9SX8a4daOyxho2r4uDLh+VD++6gtw56siY+bPYnp2fy06SRtvttMj6nbWbQ7lpRMuftMiJJCzqhtmKIo/PHjaE4f2mvq7h7xPbl6eX5W3J23qwNvP1GDQW0C+OdwAkv2xbH1+GX2nk1i79kkRv11iFaBFXiqri9PBvlYO1whxB1IorZRiqKwbMqX7Pz7d1QqFS27vUr91h3Zt2GFtUMTJYhOo6ZTPV861fMlITWL5fvj+TPiHMcT0tl07DKbjl1Gs0xFrfI6VDlqdKlZyLhnQtgWSdQ2SFEU9q39gyM71qFSqWj21PNUr9fU2mGJEs7HzYE3HgvgjccCOHkpjdVRF/n70EWiL6ReH+lMy+E9ceioQbnsHOwupFLJw1EStxBWJonaxiiKwoGtaziycyMAPd4Zg529g5WjEqVNoLcr4U+4Ev5EDWKvZDB/wz5WRSdzJUdLjkHLJYOWdUcSALAjELfsXJTYJPw8HJGhxoV4uCRR25h/fp3M4etJ+rkho2j+9PPS3S0eKP/yTjwV6MzVxER8A2qyZdN6UrTlyXHy4lJaFjmKjkSDjq0nEgHQqHQc2ZBIs7hD1K3kTkhldwK9XNBq5N5UIR4ESdQ2ZP2in1k7fxIAjTr0pNWzfawckShrNGoV7mTiaZdGaOMG6A1G/t28kTRdOXCryIWULLJzjRy7oufYjrPm+Rx0aoJ83Qip5C7JW4hiJonaRhzZvo69a5cAEPrYUwS1eNLKEQlhuhnNnQw8dTpCQyuhKApHo48Q5O9Nmq4cUfEpHI5P4VqO4fpz28nmeW8kbx+7HC6nq3FIz5ZucyHugSRqG3Bs33/sXb8cgA6vhFPB19+6AQlxGyqVClcdtH7EkQYNggAwGhVirlzjUHwKB8+l5EveJlr27oo1d5s3P3eYkEruaFL1KJK8hbgjSdRWtuN/v5uTdLteb9K+z2AiNq60blBCFIFarSLAy4UALxe6hFYCbibvqHMpbNh/gh1n00jJ1aA3YOo2337GPL9GpcMnNQ5fd0cycMFDke5yIfKSRG1Fu9f+yZL/GwVAUIsnearfUFQqlZWjEuL+5U3e/koCdllJ+AXWvN5t7kWqtpzpDDwumWwDnE/J4nxKFlAFMuHI9jP4uTvgkK3mbIqeUKOCWi2/G6JskkRtJScP7WHLivkA1GrYkobte0iSFqWaWqXCTQePPeJEgwbBAOzZu4/p/8WCRxUupGRy+vwlMnAgJVN/fZhTLfvXJvLZln9oWr08/naZpOSoqKQo8vsiygxJ1FawBNiyYj6KotC80wtUC24of3REmaRRm5J3ZT83gvzc8Di/C6OjB141G3IhJYuYC4mkGTSkZuWan+sGHf9diaFyOUec9WriU3MJk8QtSrFSlajtc3JQa7PBaAS16TqXxpCLNjMDRaOxqGunz0GTk43KYDCXqY0GU1215TUybVYm9jk5GByMFnXtcrLRZGdhyDMgiSY7C/ucHIz2N9tVGY3musuB3pgGNnm0XRe6D/iAff+tu1nXYLi5Hnno9Hq0mRlo8sR7u7qq7Gy4dg3s7G4WGo1os7Owy86yrJuTg112Fuq8Y4hfr2ufk0OuU57tkJuLLicbtT4Ho+5624qCNjPD/H/zdjDkYlfIumq9KQZVjuU45nbZWWgzM8jNs33V+hzsc3LAzvKlEnY52fnqotdDTo5pe+Stm2ffm48Lvd60zTQacLjZhioz0xRb3rq5uaa6ajU4Ot5sODMTdWYmKqPlMXVj31u4XldtyH+caLMyyXWwbBejEeztQXv9V9ZgMG2fW+tmZYHBYNr3Op2pzGg0tQHg7Fxw3RuMxgKPKW2u6fgzavP8yVAUyMjI3252tmkb6XQ3276+7+2ysyz2vUqvxy47C01ODobrdXUqhUBnFYHOjlQx6HmxqR86nwB2Hj3Ppn0nOXjFQCZ2nLiUDmj5YEUcE7dcollwZVrX9qFFYAXcNEBOTr79ybVrpn8dHc1/I257nFw/pgx29jcLc3MhOxtVluX+1OVko87MNG3PvMdJdvbN5dzYljfq5uZa7E+ysgo8pu5r399oV6UCJ6c71zUaUV8/3vNS5eSYtlve/Xm7Y+o2+958nDg5mWIB0/7R64tWV6s1bYsyplTdtTFx2lfMGBtO+dhT5rJW+3cQ3iWMp8e+a1F3/MzvmDE2HK/TR81ljY9EEN4ljC6jBlnU7R3eg1kTR1Lr7AlzWdjJaGaMDafHh/0s6j7/Xh9mTRxJyKnD5rLgsyeZMTaczuE9eB7IBQLqNmJBwnne6dqQRscPmev6Ho1k1sSRfDH1C4t2h/w+lfAuYbQ4EmEuq3DmOLMmjuSbHz+1qFv100/BxQWmTzeXeVyIJbxLGKNGvm5R13/sWMYN603YsnnmMuerlwnvEsbP/2fZbp+NK5gxNpwmi342lzllZRLeJYzwLmFojDe/yDy/dQ0zxobTcvZEc5nGaDDXdcrzx6DJop8ZN6w3lSdMsFjel++/THiXMJyvXjaXhS2bx6yJI+m38leLuj98/wHhXcLwuBB7s3D6dHBxMW2PPL6bPp4ZY8OpcOa4ucxz9WrTNuve3aJunV69GDesN75HI81lHps2meo+9ZRFXZo3J7RVK2ocizIX1Ys5zoyx4Tz/3i3PxLdrR2irVgQd2msuqn0uhhljw+kd3sOy7rPPmpb3++/mIqejRxk3rDevDOhkWffFF01158y5WRYdbSqrWtWy7muvmconTzYXuV06z6yJI/npm/csqr78v0WEdwmj0ZJZNwsTE03zu7hYtvvhh6ayzz83F9nlZBPeJYxxw3qjzpPkfKdPZ9yw3rSa9a1FEzeOE+f0VDRqFaFVPHhz9zJ+H9GFX7ZPoUfDyjSr7omXvZF9P/Vh4+jObN0QwZu/RhA2Zh1zeg8HFxeSe72CMe8zYVWrmmKLjr5ZNmcOuLhQbcQIixi+mjya8C5heJ+8+bvM77+DiwsBw4ZZ1B06/gNCW7WCf/+9WbhqlWlZ7dpZ1B088RNT3bVrbxZu3Giq27y55bZ86ilT+bJl5iLnqCjGDevNS292sazbvbup7oIFN8uiokxlNWpY1n355Xx/Izh1itBWrQr8G4GLC/zf/90svHDBVObhYdnusGGm8q++ulmWknLzOMnNvVk+cqSpbOTIm2W5uTfrpqTcLP/qK1PZLdu9rChVidrWXUmIRw/0BB7r/NLNb4tCiEJTAZU8HGlarTytfXKx15h+j3o0rEx1L2cMRoXYq6azss3HL9Hkqw18+MdB1h9JkHHLRYlUqrq+333zY9RObgT5B5jLtoU159rrw0zdlv/e/Ab74evvo3F0o3712uayPUENyOz/rqnre9s/5vKFk/4gctP/MLiVp/71sv2BdRgwchIhzVpbxLD4+wUc2LgKo6sn9a6XbQS+0mjRG3LpBiwA3lJrWDZ2Biqjkb3b1nIjZV+oHcpr7441rUeedn96YRD1G7dgb551SKxas8C6Z774gnJ//WXqTooynd0l+/oz6a/9nD8VTc88dWNHjuS7tr2pWCsEtq4B4JqnF5P+2k/k5r8t1m1B22dZ/HRv6rZoYy7LcHBk0l/7ATD8t44bFxgWt+7I8id7WNQ1qDXmuhl56u7u9QYrGrTg+ebV8MqzvE++m49fQB2L7uz93V5hrqsHuHhQN0/doe99Q70mrUx1T10/Wxo4EPr148zBg7D/ornu+wM/ROPoRnDVmuayq089RdXhw292W14XvWgRi3fH4pPnHeDJjz8O6en5ujTZsYPIiAhO7L9ApetFB6vVvHmc5OnpYf16IiMiOBJxAb/rRUcrV2PAyEnUa/qoZbsrVtzs/rwuo3ZtRkxYiF9gkGXd337L351dp44p3lvNmmU6o8pznKR6+xV4TM3v1IuozyaZur7PXO9ZqlCh4HbHj4exY292qQI5dvY3j788XdEXBg7k/+q2w7dmiEUTN46Ta3GnbxYOH05kmzYs3RuPb566UevXExoaylBHR4aq1cReyWBrdC3eeuFltp9JIjk9m9/3xvH73jg8+8+gRWB5HrvmwhPXcvB0toN+/aB3b2JuOU4+Hjyaek1ambq+b/S8vfACdO3KqQMHIDLBXPeHD7/hxcZVCG3W7GZgzzxz8zjJcwY/+d0v6dW4CqFN87xop23bgo+p1avz7ftrISEF7/s//8y/70NCTO3eelIwf76pJyFv3YAAIrdt4/fdsXjnqRo7ciTlf/vNYn/i61vwvp8wAb75xrKuu/vNunkvnYwdC6NHW9bVam/WzdtV//HHMHy45fxlSKla62w7OzR29hYHu0GjJdfRKV/dHJ2pbt5r10a1psC6uQ6OprbztGtUa8ixs7e4Pg1gsHcw1b3e7umovWxcNgeDIZfgRo/y295/0eWpe6OtG1EoGs3N9chDr9OR6+iEQXP3uoq9veV1IwC1mlxHJ3JuiVexsyPH3uHmdeQ8dbPt7MibtnK1WhQ7e8u6KtXNbZbnj4FBoyWnkHWNOlMMSt4/GkCOvUO+/WHU2Zni0uos69rZ5993Oh3odKbtkbduAfsenS7/NgMUR0dTbHnrarUF1sXREaOjI4ra8pgq6Di5UdeYp11FrTatR97rjtfr5qPRmLbPrXUdHPLXVasLjvc2dQs6pnK1uvzbV6UquF17+/zXEa/v+xx7B4t9r+h05Ng7mK9Pm5dXwHGCnR1GR0cMOst9b3R0tIjDv7wTL7UK5KVWgWTnGtgTk8S6IxdZdySB8ymw6lQqq04dQr3sEI2qetI+yIenQ3zzHycFHVNaLWi1KLdsO72dvSmOW4+TAhJL7o26eadpNLc9pvIpyr6/Xbu32ffG68d7XoqdXYF/T4qy7wusa2dn+UWhqHXLkFKVqG3NmSP7mfHJAAx6PX6BwfT/8Fvseja7+4xCiGJhr9XQqkYFWtWowOhngzl8PpV1RxJYdySBIxdS2R1zld0xV/nyf9HUKq/DwaimXHbu3RsW4iGSRP2AJMafYfH4H8nOzMDnkUDavDgInV3Zu1tRCFuhUqmoe/2lIe8+WZO4qxmsj05gddRF9py9yrErpue2D2yLwQ1/fPR6aubk4mQnfyaFdcnNZA/A1YR41s/7gayMdKqHNKbNc6+i1ZXdbhshbFEVTydebVmNxW82Z8dHT9A/1A1PO9OTC6k4c0Lvwcx/Y1i2P57Ya2qyc0v/rWguERH0n/oVA15sxbvta1H3wC7LCqNHQ+3apu7pcuVMd7TvylMnO9t0R7mbG9SsCevXW87/7bcQHv7A16O0kURdzM6fPsqG36aTk5VB1aAwXv9iGtoyfG1FiJKgorsDz9R05vGKubzasipVScBVnYMCxF7NYM8VLa+tTGDE0oPsPXMVpZS+SUSdmcn5ylXZOOSzgivUrAk//WS6+XDbNtPjbu3bw+Xrj1BOnw779sGOHaabOXv3vvncfEwMzJhhuolMFIn06RSj5EvnWTrhI3KyMqhQqSoDxs7Awcnl7jMKIWyGm4OOylzlEQcDVes35+jFNKJir5Chh0W741i0Ow5fFw3lNGrcsvS4Oeju3mgJkdqyJWs0lalcI7jgCr17W36eMMH09MDBg/DEE6a72599FoKDoXp1053aiYng5QWDBpmeCHBze/ArUspIoi4mqVcvs37RNDLTU/H0qcQTL7+Do7OrtcMSQtwHDyc7mlUvT6Xci4QFVORAmhN/R13gQrqBC2g58t8ZHvF0wk+twlDWXradk2M6g3Z3h/rXH1ytX9/06FdmpmlAF19f02N8CxaY7jTv1s26MZdQ0vVdDC7FnTYnad/qtWj7wgDsHQt4xEAIUSKpVBDsbc93PeuzZ2Q7wpu442Vvup599moGOxJ1DPr7Ej9uOMGl1Ky7tFbC3RhxzcEBJk6EdetMyRigf39Tsg4KMnVxL14MSUkwahRMmgSffAKBgdChA8THW3c9ShA5o75PCbGnmPJBXzLTU/Hw9mPQ13M4tm+b1eIxGHKJzjO4QnR0NEajQ6GnW0txxlXUtvLW1+v1qFQqtNefcb3b9rtb/eKK64aQkBB0urt3ter1eqKioiw+542zKG3dLa5b277TNinu4+9O+w7uvI63bqOi7LuKmWdp5eWAu39touJTiIq7SmKGkQnrjvN/64/TyNeODtUdqe/riEqluuM2KM59U1RF2QZmjz8OkZGmLu0ZM+D552HXLvTlypnaeu010w/X12PgQHj7bdi/H5YvhwMHTIOivP22aZCWQsR16zZKL2iwlVJMEvV9SL50nqUTR5CefIVy3r482e89XDw8rRpTYvxZFh1OplaKaaCG6N178KoejH8hp1tLccZV1Lby1o/evQW1gwu16jUscN78bd+5fnHFBaYvhcOABg0a3HUbREVFMWHxRnyuj9J3a5xFaevu63HrNrj9Ninu4+9O++5u65h/G93Dvqulo1VgBezP7iD2mobMcgFcyVGz63wOu87n4KpNJsDVQFb0Pnyq17nNNii+fVNURdkGZs7OprPiwEBo1sw0jvisWUR16GDRVkLsKUbt2UPNw4dh5kzT9eqnnzbN//zzppvSCh2X5TY6d+LwbectjSRR36OkS+fZ8PsMsjPSqRQYRPOnn8fBRq5Jl/d7xHwzSELeYSsLOd1aijOuorZ1o35C7Ck0Tu5F2n53q18ccd0LH/+A28Z5v+62De60TYr7+LvdviuMW7dRYZZTUF01CgFezoQ2r8XltGw27j7AZdxJy1UTmaRFW/ExruVkEnh9MJU7bb+HrSjboEBGo+mxrFva0upzqDJ+hOmsWaMxDW964w5wvd70uQhx5d1G2TfewldGyDXqexB/KpoNv/1MdkY6lWsE8+bXs+WatBACAC9XewK5SDPHBB6r6YW7o45ctMTlujL7vxiO4Uea0TbvFLfPycb/Qhxe18fL97xyCcdjxyA21vSqy48/hp074exZ02NY/fubrjX37JmvrSdXLyG1ZUsICzMVtGwJS5ea7hD/6SfTZ1EockZdROdOHGbaR/3JzjQ9gjVo/BwcXeRxAyGEJa1KIbSKB/Uqu7Nu42YuqL1IMdpzGXcuZ0HCvnM08PewqTd6Vb94jpGLppk/d/lzNvw5G/r2hWnT4OhRmDvXdH26fHlo3Nj0as/gYIi4+Qre8jHHqR+xnfhlS/C5UdijB2zeDI8+CrVqwcKFD3XdSjJJ1EWQGH+GJd++T2Z6KhX8/Gn3ylBJ0kKIO1KrVFQgDR8HNb7BTdmw5xCJuBGfnEl8ciZOVKdKbgYGo4JGbd1X30b7B9D38+mENn8MMJ2Y9Gn2yM3r5UuXFqqdK9Vq8vXoyfTJ+1IRtRqmTDH9iCKRRF1ICXGn2fLnbPTZWVQLbkDjJ7th55D/TVtCCHE7Pm4O1OI8AQ6Z6H3qEHUuhQyDPcdy7InffoYG/h6UM1o7SmFr5Bp1IRzZvYVNi2egz84ioH4TBoydge7W1xYKIUQh2auNtAqsQP9WpuFK7TCQnp3L1hOJrD6v47dDaVy9lmPtMIWNkER9F/s3/80vn72FITeXyrXqMeBLGRZUCFE87LUaKnOVpo4JtK3tjbujjhyjisVH0mn59UZGrzjMuaSydYezyE+6vu/g+N6t7Fq1AEVRqBoURqseA7CTM2khRDFTqyCkkjvBfm7sPhhNosGJU0l65mw/w/ydZ+lS3483HgugVkXbeARUPFySqG/j8K5NRG7+G4AWz/SialAoao1sLiHEg6NWqajspPBB0/Jkuj3C1C0n+e/kFZbuj2fp/nieqO1NW987P38sSh/JPLcwGgz8Nf1rc5J+4sU3ePrVd4nYuNLKkQkhygqVSkWrGhVoVaMCB88lM23LKVYfusiGo5fYcBQ87bQ0d08nwEvGbygLJFHnkavPYd7Ydzm4bS0ADdv3oFP/YVaOSghRltWr7MGUPg05fTmdGf+eZsneOK7mqPlf1AU8nHRUc1CTY7Clp7FFcZObya67Avy98CcObluLRqejZec+BLdsb+2whBACgOpeLox7rh7TOnlTy82AvVZNcoae/Ve1vLHqEpM2nCA5Q+4UL41K1Rm1fU4Oam22aexZtek7iMaQizYzA0Wjsahrp89Bk5ONymAgBugIXDkXQ3lnV1765AcSk6+a62qzMrHPycHgcPMBR7XRgF1ONprsLAx5bjDTZGdhn5OD0f7mdSSV0Wium5cmOwuV0YjamKeuwXBzPfLQ6fVoMzPQGApf15j37TtGI9rrseXmefxbm5uLLicbtT6nSHWNOjtToaKgvTHurnLzW73GkItdIeuq9TnY5+SAnd5iPexystFmZpCbZ/sWqW6uHrVejy5XT95HU/Pu+xvHxY3jpDB11QaD6ZhSW37PvbHvb3ecFFS3oONEm5VJroOjRV2V0Yg679jIBgN22Vn56pKVZRpDWZ9n+xiNBR4nquxs07CQdnZ3ravNvX5M5XnDE4pi/t0o7HFin5NDrmP+40STk4MhTxwFHSfk5KDOzESjL3jfq5Q82z1Xj112lmkd87p2zfRvnoE4bnucXG/XYGd/c5sZctHk5KDT3/txotPr0eZkozLkoly/70VlNBZYl8xM098ze3u4vu097aCB4zXa16nNgas57D19mZRsIz+tPsScdYfp0qQqr7apSRVPJ9OxkJVlek+nU56dVJTjJCfHtN10upvHitFoig1ML9m4TqMv+Dgh4/r+dHIyxQKm91nr9ZbtXq+rzsws8O/JrcdJWVGqzqgnTvuKGWPDKZ9nYPlW+3cQ3iWMp8e+a1F3/MzvmDE2nNxNq2gGHAf6OjqReC2NdxfPsqjbO7wHsyaOpNbZE+aysJPRzBgbTo8P+1nUff69PsyaOJKQUzff7hJ89iQzxobT88O+FnW7jRxAeJcwGh0/ZC7zPRrJrIkj+WLqFxZ1h/w+lfAuYbQ4cnOYvgpnjjNr4ki++fFTi7oDl84ivEsYIX8vNpd5XIglvEsYP06xbLf/2j+YMTacsGXzzGXOVy8T3iWMn//Pst0+G1cwY2w4TRb9bC5zysokvEsY4V3C0Bhv/ul6fusaZowNp+XsieYyjdFgruuUJ3E1WfQzsyaOpNeaJRbLmzruHcK7hOF89bK5LGzZPGZNHEm/lb9a1P3h+w8I7xKGx4VYc1nI34sJ7xLGm6t+s6j73fTxzBgbToUzx81lzQ/uJrxLGO/k2Q4AX82eyIyx4fgejTSXNTy6n/AuYXQbOcCi7ovvvMCsiSMJijlqLqsXc5wZY8N5/r0+FnV7fNiPWRNHEnr8oLms9rkYZowNp3d4D4u6XUYNIrxLGKF5Xp/qdPQo44b15pUBnSzq8uKL4OJC+ZU376koH3uKWRNH8v3EERZVHxkzxvRe4cmTzWVul84za+JIfvrmPYu6L/9vkelYXXLzd8MxJYnwLmHMmjjSMoTN/2PG2HCa/XqzXTt9jrmuXZ4vhc/9t44ZY8NpNetbizZuHCfO6ak3C7/9ltBWrXhu8QyLuj998x7hXcIon5psLqu/YgHjhvU2rWNeVaua1jnPayaD/llGeJcwBq9YYFH1q8mjCe8ShvfJm7/LtTb/TXiXMIb9Odui7pi5PzJjbDiVDu01l4UeP0h4l7B8fyM+XTiFGWPDqbr35v4MijlKeJcwXnznBct4n3rKFO+yZeYi56goxg3rTf8h3QjzL0cHPz1Dm3owf/U37BvfjdRZc2nz3WaGLIzgyNptpvlr1LBs9+WXwcWFCnna9bgQy6yJI/nh+w8sqvqPHWtq4//+72bhhQumMg8Pi7pdls4mvEuYxd8IUlJMdV1cIDf3ZvnIkaaykXmOn9xccHEhtFUrHPK8eKPLjo3MGBtO65/HURaVqkR9L36f8iWXgFCgwaNPWzkaIYQoGrUKWj/iSOOqplfs1vRxwWBUWHXwAu8vMX0RzNQbyNLL3eIlVanq+n73zY9RO7kRdP0dpgDbwppz7fVhpu6of003iRkNBjrUCObYvm1kGXLpAswH3m/YikmDR5q6n7b9Y25j4aQ/iNz0Pwxu5al/vWx/YB0GjJxESLPWFjEs/n4BBzauwujqSb3rZYcfCWTAyEmE1W/EW883N9ddNnYGKqORvdvWcmOE3wu1Q3nt3bGm9cjT7k8vDKJ+4xbsvb4OAIlVaxZYd/pzr7Fr3CxT1/eW1QAk+/oz6a/95rvZb/ilQw/md+lH3RZtYOsaAK55ehVYd0HbZ1n8dG9T3esyHByZ9Nd+AAz/rePGBYbFrTuy/MkeFnUNao25bkaeurt7vcFML19w8aBunuUNGvF/1GvSyqI7e3+3V5jr6pGv7tD3vrlZ96jpj1PU089z+MluRGxdbbEe7w/8EI2jG8FVa5rLdtRrQtar7+Sr+/Gr75rq1g41l+2rHcakv/bnO05++7/fObBxlcVxcrBazZvHSZ66f4yfk+84OVq5GgNGTqJe00ctYvhrzFRURiOxZ09S53pZRu3ajJiwEL/AIIu6/PYbGAxcOXQI9p0H4Ip/QIHHydlRo/D84w9Tt2NUFACp3n4F1p3fqRdRn00ydWleP04y3csVeJz81qYTf3Z8wWLf5+jszHVzdTe7Lpe2fJJVbbsR0ryNRRs3jpNrcadvFg4fTmSbNizdG49vnrpDPvieek1aceW/f8xnHgee7cPamiE836wqFm+IP3PG9K+jI0RGAnCkfTeOPv5M/n0/eDT1mrQydX2fM813rM3TnGzRjogtlnVH9X3bdJzUbWQui6xZr8Dj5Iveb6F1dCW4UStz2ZFqtW/WzfuqydWrb3Z9X3ctJKTAfa/6808wGBhoZ0ery5nM3X6GFREKdd79A0UFTl9v5MXGVXip2SP4zZ8Pc+aQmOc4Sfb1L3Dfx44cSfnffjN1Ud/g6wvp6dzqr+deJeK9cabj5Mz1Hkh395t183aJjx0Lo0dbtqvVQno6kZGRZEUm3Gy3eVtWt3k233FSVpSqRJ1tZ4fGzt58fRrAoNGS63jz2kxOVgazPhtE9PVuxPY9X2fpkpmoAaNaY1H3hlwHR1Pbedo1qjXk2NlbXJ8GMNg7mOrmuSauqNW3rXujrRu1FY3m5nrkodfpyHV0wqApfF0LajW5jk6m+nnXTatFsbO/eS2xqHVVqpvLUt18oYBBoyWnkHWNOjvTsrSWr/7LsbPPtx5FqqvVYdTq0Gt1FuuRozNts7z3Ldw4TgpT16gp+Dgx7/v7PE4srjmT5zjJe5+FRkOOvUO+ujhcX07eP35qdYHHiWJvb3F98U51c7UFHFPX92dRjpNsOzs0BRwnt153LOg4wc4Oo6MjBl3B+15R5dnuWh059g6mdczr1vXlDsdJAceUotGS66hFr7v340Sv02G0szdfnwbTvi+obt5r6WZ32/dAkJ+O8T3q8dFTtfltTxy/7jxLfHImUzaf4uetp+kQ7MNLTR/BLm/ivN1xYmdX4HFS0LY0FPS3R6UqsC52dpb3R+Spa3R0LPDvSVm8Pg2lLFHfTdLlC2z7awGpVxLQaLW06PYqz7z0FuolM60dmhBCFLtyznYMahPAgEersT76EnO2x7Dz9FX+jrrI31EX8XHWUEGrxiM7Fxf7MpUOSpQys2d2/7OUtfMmYcjV41GhIs2efh7vgLp3n1EIIUo4rUZNx7oV6Vi3IkcvpjJ/x1lWRJ4n4VouCWg5si2GqhWcccCFCvJIts0p9Yk6V5/Db99/zO61fwLgFxjMm+NmcizPHZdCCFFW1K7oxthuIYzsVIepq3ay6EASidlqYhKvsW3qZ1ROvZR/prfeMj0dMGwYzJlj6sr++mvoc/NpBo916+j/6x/8M2FB/vnFfSnViTr58kW2/+93khLOoVKrCWn5JPXbdsPF3fPuMwshRCnmZKfl8apOnL94GWe/Ghw+n0r3vt9iNN681h+aFMOMhaO41KEz3itXwsKF8M8/cOIE9O8PHTpAhQqQkoLflCl8O2Ak8m7B4lcqH88yGo1sXTaX1XP/j6SEc7h4lOfNcb8Q0qIdqlsHFBBCiDKunLMdrWpUIMDpEt6eCq5VK3PFtRzNj+3ljIcvTf7LZf4va4ip25jE2iHQqxe4uUFMjKmBDz4gsUcPkj29rLsipVSpO6POSE1i+ojXOL5/OwCVatRlwBfTcPP0Yt+GFVaOTgghbJcaqKDNIrS+HzkZmfT4cRPLH+uBSq1inc6HR/ct48lPl/OMSxafpmeQ4l0Zr23bICKCS1OmwJ5z1l6FUqnUJGpFUYg5vI+9G1aQk5mBzt6B0MeeonaLjrjJtzwhhCiSuns24Zx1jbB3XmBn88dYeaAOO9LPsGzOu2Rp7Qjv8DabJu9i3YL32PvZBGr9upgPf1tIbgUf1g/9AknZxadUJOqrF+P57fuPOR7xHwBVatalz4ffEnf8EKq8z2EKIYQolOA1f3I0qAF6Ly983Bx4/dHq8OgvxCReY+OhC1w8nMCgRVNY7xfCkp1xzF88kx4DJ/FCYjTPfj2cyGFjrb0KpUapuGA79aN+HI/4D41WS9gT3Xj7h9/wrlLd2mEJIUSJ5JoQj//+7exq0S7ftGoVnHmrTSB/PVGe8Au7cPp6LL0zT7O7Sl3O2pVjUoUGVD4dzebTev5vVzJ/RcaTdE3e6nU/SsUZtUGfQ42w5tRp3BqPSgH5Rq0SQghReMFrl5LpUZ7oug0JLaiCosAbb6D9YSK9ngiGg1VIPL+fRuVzyck2jWyWa1DYcjaTLWcjUaugfhUP2tT0pk0tL0IquaNWS29nYZWKRN3ljRG0fq4vERtX3r2yEEKI21IZjQT/s5QjT3a1HLY2r5kzwcsLOnc2fW7ZknKffsqjTaJpevEcif6BhPrb41nOmaMpao5eTGN/bDL7Y5OZuP445Z3taF3Ti5aBFWgZWB5f9wKGShVmpSJR12/dUa5FCyFEMQg+HY3bpfMc6tAd8rxq0iwhwfRCje3bb5Y1aULCSy/x+tSxZHl6s3b4eLw0Cn3qu9GgQQMupGSy5dhlNh+7zLaTiVy5lsOy/fEs2x8PQPUKzrQILE/LgAo0Dyj/kNa05CgViVoIIUTxOBQYzMR/jpk+nDicv4KPz823kOVxceBAvq/Xgco1gvPN6+vuyItN/HmxiT85uUb2nU3i3xOX+e/UFaLOJXM68RqnE6/x685YVCqo5qFFm6vBcOUafh5yti2JWgghxENjp1XTPKC8+cw5JVPPrtNX2H7qCv+dTOTEpXROJ+UCGo5HnketAmcewSPHgEfiNXw9HO68gFJIErUQQgircXfU0T64Iu2DKwJwKTWLBRv2sfzQFa4a7EnLyiUNJ9JyIe7AeVSAq1K2UlfZWlshhBA2zdvNgcceceTcBQOVAquSmpXLf9u3k6bxINPOnZRMPck5peLJ4kKTRC2EEMImqVQq3B11+JCCnz2ENq9PWpaeiMiDxFk7uIeobH0tEUIIUaK5Ouio7GS0dhgPlSRqIYQQwoZJohZCCCFsmE0k6smTJ1O1alUcHBxo2rQpu3fvtnZIQgghSpE75Zlhw4bh6elJlSpVWLBggcV8S5YsofONEdisxOqJ+vfff2fYsGF89tlnREREUL9+fTp06MClS5esHZoQQohS4E55ZuXKlSxcuJB//vmHb775htdff53ExEQAUlJSGDlyJJMnT7Zq/FZP1BMmTGDAgAG8+uqrBAUFMW3aNJycnPjll1+sHZoQQohS4E55Jjo6mjZt2tCoUSN69eqFm5sbMTExAHzwwQcMGjQIf39/q8Zv1USdk5PDvn37aNfu5qvU1Go17dq1Y8eOHVaMTAghRGlwtzxTv3599u7dS1JSEvv27SMzM5PAwEC2bdtGREQEb7/9thWjN7Hqc9SJiYkYDAZ8fHwsyn18fDh69Gi++tnZ2WRnZ5s/p6SkAHAicicu7uWIPxWN2t4Z++svfLnT5xv/dzFkc+56e+dOHELlaH/XeQvb9q3TimNZ9xPXw2y7pMRZktpOjD/Lttw4EhISOHHiBDFHL5GWlJhvGpBv+p3aurW+LW2DoqzX3ea9VVHaepjboKhx363+nRT1OClKWw8yrgsxxwFITk62mM/e3h57e3uLsrvlmQ4dOvDSSy/RuHFjHB0dmTt3Ls7OzgwaNIg5c+YwdepUJk2aRIUKFZg+fTrBwcFFXp/7plhRfHy8Aijbt2+3KB8+fLjSpEmTfPU/++wzBZAf+ZEf+ZEf+cn389lnn913nlEURRk9erQydOhQ5cCBA4qPj49y6dIl5ZdfflEaNGhw7wnvPlj1jLpChQpoNJp837gSEhKoWLFivvojRoxg2LBh5s+5ublER0dTpUoV1GqrX263eWlpaQQFBXHkyBFcXV2tHU6JIdvt3sh2KzrZZoWjKApXr17F398fTZ53Zt96Ng1FzzNHjx7l119/Zf/+/fzyyy+0bt0aLy8vnn/+efr3709aWtpD3zdWTdR2dnY0bNiQDRs20LVrVwCMRiMbNmxgyJAh+eoX1K3RsmXLhxFqqZCamgpApUqVcHNzs3I0JYdst3sj263oZJsVXpUqVQpVryh5RlEU3njjDSZMmICLiwsGgwG9Xg9g/tdgMBTfShSS1cf6HjZsGH379qVRo0Y0adKEH374gWvXrvHqq69aOzQhhBClQGHzzMyZM/Hy8jI/N92yZUtGjx7Nzp07Wb16NUFBQXh4eDz0+K2eqF944QUuX77MqFGjuHjxIqGhoaxZsybfhX8hhBDiXhQmzyQkJDB27Fi2b99uLmvSpAnvvfcenTp1wtvbm7lz51ojfFSKoihWWbJ46LKzsxk3bhwjRowo8FqOKJhst3sj263oZJuJgkiiFkIIIWyY3CothBBC2DBJ1EIIIYQNk0QthBBC2DBJ1GXAuHHjaNy4Ma6urnh7e9O1a1eOHTtm7bBKlK+//hqVSsXQoUOtHYrNi4+P56WXXqJ8+fI4OjoSEhLC3r17rR2WTTMYDHz66adUq1YNR0dHAgIC+OKLL5BbiATYwONZ4sHbsmULgwcPpnHjxuTm5vLxxx/Tvn17jhw5grOzs7XDs3l79uzh559/pl69etYOxeYlJSXRsmVLHn/8cVavXo2XlxcnTpygXLly1g7Npo0fP56pU6cyd+5cgoOD2bt3L6+++iru7u428VIIYV1y13cZdPnyZby9vdmyZQutW7e2djg2LT09nQYNGjBlyhS+/PJLQkND+f/27i+kybaB4/h3+rgaupRGq4ZMBCNrdmCuKO2gPxBFdRRZVpAFHcT6s4RwCUYYGhVEB4FhxE5sVBAjkSAqEDUER/89mUFRQcSCkgWVlvM9eHjk3dOf9+Xp0fsa/j6wk2v3xu8ejB+77vvade7cOatjGSsUCnHv3j16enqsjpJRNm7cyOzZs7l06dL42ObNm3E4HLS3t1uYTEygqe8p6K9dx2bOnGlxEvMFAgE2bNiQtkWe/FxHRwd+v58tW7bgdrspLy/n4sWLVscyXmVlJXfv3mVw8M9doR4/fkxvby/r16+3OJmYQFPfU0wqlSIYDFJVVUVZWZnVcYx25coVHjx4QCwWszpKxnj+/Dmtra3U1dXR0NBALBbj4MGD2O12du3aZXU8Y4VCIZLJJKWlpWRnZzM6OkpzczM7duywOpoYQEU9xQQCAQYGBujt7bU6itFev37NoUOHuH37NtOnT7c6TsZIpVL4/X5aWloAKC8vZ2BggAsXLqiof+HatWtcvnyZSCSCz+fj0aNHBINBPB6PPjdRUU8l+/fvp7Ozk+7ubgoLC62OY7T79++TSCRYvHjx+Njo6Cjd3d2cP3+e4eHhtO315E9z585l4cKFaWMLFizg+vXrFiXKDEeOHCEUCrFt2zYAFi1axMuXLzl58qSKWlTUU8HY2BgHDhwgGo3S1dVFcXGx1ZGMt2bNGp4+fZo2tnv3bkpLS6mvr1dJ/0RVVdV3S/8GBwcpKiqyKFFm+PTpE1lZ6bcMZWdnk0qlLEokJlFRTwGBQIBIJMKNGzdwOp28ffsWgPz8fBwOh8XpzOR0Or+7hp+bm4vL5dK1/V84fPgwlZWVtLS0UF1dTX9/P21tbbS1tVkdzWibNm2iubkZr9eLz+fj4cOHnD17lj179lgdTQyg5VlTgM1m++F4OBymtrZ2csNksJUrV2p51v+hs7OTo0eP8uzZM4qLi6mrq2Pv3r1WxzLax48faWxsJBqNkkgk8Hg81NTUcOzYMex2u9XxxGIqahEREYNpHbWIiIjBVNQiIiIGU1GLiIgYTEUtIiJiMBW1iIiIwVTUIiIiBlNRi4iIGExFLSIiYjAVtYiIiMFU1CKGqK2txWazYbPZsNvtlJSU0NTUxLdv3+jq6hp/7u+Pv/67HSCZTNLY2IjP58PhcOByuViyZAmnT5/mw4cPFp6diPxT2pRDxCDr1q0jHA4zPDzMzZs3CQQC5OTksHz5cgDi8TgzZsxIe43b7Qbg/fv3rFixgmQyyYkTJ6ioqCA/P594PE44HCYSiRAIBCb9nETk96ioRQwybdo05syZA8C+ffuIRqN0dHSMF7Xb7aagoOCHr21oaODVq1cMDg7i8XjGx4uKili7di36W3+RzKSpbxGDORwORkZG/udxqVSKq1evsnPnzrSS/m8/20VNRMymohYx0NjYGHfu3OHWrVusXr16fLywsJC8vLzxh8/nA+Ddu3cMDQ0xf/78tPepqKgYP7ampmZSz0FE/h2a+hYxSGdnJ3l5eXz9+pVUKsX27ds5fvw4sVgMgJ6eHpxO5/jxOTk5v3y/aDTKyMgI9fX1fP78eUKzi8jEUFGLGGTVqlW0trZit9vxeDz88Uf6V7S4uPiH16hnzZpFQUEB8Xg8bdzr9QLgdDoZGhqaqNgiMoE09S1ikNzcXEpKSvB6vd+V9K9kZWVRXV1Ne3s7b968mcCEIjLZ9ItaJIMkEgm+fPmSNuZyucjJyaGlpYWuri6WLl1KU1MTfr+f3Nxcnjx5Ql9fH2VlZRalFpHfoaIWySB/v1kMoK+vj2XLluFyuejv7+fUqVOcOXOGFy9ekJWVxbx589i6dSvBYHDyA4vIb7ONaXGliIiIsXSNWkRExGAqahEREYOpqEVERAymohYRETGYilpERMRgKmoRERGDqahFREQMpqIWERExmIpaRETEYCpqERERg6moRUREDKaiFhERMdh/AMWhFVlqzTZQAAAAAElFTkSuQmCC",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -731,7 +676,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -741,7 +686,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -751,7 +696,7 @@
                 },
                 {
                     "data": {
-                        "image/png": 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",
+                        "image/png": 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",
                         "text/plain": [
                             "<Figure size 500x500 with 2 Axes>"
                         ]
@@ -1266,7 +1211,7 @@
         },
         {
             "cell_type": "code",
-            "execution_count": 9,
+            "execution_count": 12,
             "metadata": {},
             "outputs": [],
             "source": [
@@ -1296,7 +1241,7 @@
             "name": "python",
             "nbconvert_exporter": "python",
             "pygments_lexer": "ipython3",
-            "version": "3.11.6"
+            "version": "3.12.1"
         }
     },
     "nbformat": 4,
diff --git a/notebooks/ranking_contracts.csv b/notebooks/ranking_contracts.csv
new file mode 100644
index 00000000..b35a16f9
--- /dev/null
+++ b/notebooks/ranking_contracts.csv
@@ -0,0 +1,504 @@
+,Name,Sector,Relative Score,Absolute Score,No Data/Constraints/Tot.,Equity Ratio,Equity Ratio Score,Netto Margin,Netto Margin Score,Return on Assets,Return on Assets Score,Goodwill,Goodwill Score,Gearing,Gearing Score,Dynamic Gearing,Dynamic Gearing Score,Asset Coverage Ratio,Asset Coverage Ratio Score,Third Order Liquidity,Third Order Liquidity Score,PEG,PEG Score,PRG,PRG Score,PFCG,PFCG Score,PBG,PBG Score
+PHM,"PulteGroup, Inc.",Consumer Cyclical,93.94%,10.33/11,1*0*12,64.54,1.00,16.20,0.33,16.18,1.00,0.66,1.00,6.41,1.00,0.29,1.00,558.59,1.00,,0.00,0.26,1.00,0.06,1.00,0.59,1.00,0.08,1.00
+DHI,"D.R. Horton, Inc.",Consumer Cyclical,90.91%,10.00/11,1*0*12,69.66,1.00,13.38,0.33,14.57,0.67,0.72,1.00,5.38,1.00,0.27,1.00,438.80,1.00,,0.00,0.34,1.00,0.06,1.00,0.26,1.00,0.07,1.00
+NUE,Nucor Corporation,Basic Materials,90.28%,10.83/12,0*0*12,56.70,1.00,18.33,0.33,23.42,1.00,21.29,1.00,9.96,1.00,0.15,1.00,140.71,1.00,339.32,0.50,0.07,1.00,0.04,1.00,0.08,1.00,0.20,1.00
+STLD,"Steel Dynamics, Inc.",Basic Materials,87.50%,10.50/12,0*0*12,59.47,1.00,13.04,0.33,16.44,1.00,5.39,1.00,10.70,0.67,0.18,1.00,141.34,1.00,291.04,0.50,0.10,1.00,0.03,1.00,0.08,1.00,0.06,1.00
+ON,ON Semiconductor Corporation,Technology,86.11%,10.33/12,0*0*12,58.89,1.00,26.46,0.67,16.52,1.00,20.27,1.00,11.27,0.67,0.25,1.00,141.69,1.00,270.76,0.50,0.14,1.00,0.27,0.50,0.26,1.00,0.10,1.00
+NVR,"NVR, Inc.",Consumer Cyclical,84.85%,9.33/11,1*0*12,66.11,1.00,16.43,0.33,24.11,1.00,0.00,1.00,-51.20,1.00,-1.47,1.00,362.59,1.00,,0.00,0.55,0.50,0.17,1.00,0.67,0.50,0.31,1.00
+ACGL,Arch Capital Group Ltd.,Financial Services,84.85%,9.33/11,1*0*12,31.16,1.00,33.27,1.00,7.54,0.33,0.00,1.00,9.86,1.00,0.31,1.00,36.35,0.00,,0.00,0.14,1.00,0.12,1.00,0.19,1.00,0.12,1.00
+CTRA,Coterra Energy Inc.,Energy,84.72%,10.17/12,0*0*12,62.87,1.00,44.91,1.00,20.17,1.00,0.00,1.00,12.04,0.67,0.21,1.00,82.83,0.00,185.33,0.50,0.10,1.00,0.07,1.00,0.14,1.00,0.03,1.00
+ANET,"Arista Networks, Inc.",Technology,83.33%,10.00/12,0*0*12,72.58,1.00,35.62,1.00,20.98,1.00,3.72,1.00,-69.37,1.00,-2.42,1.00,463.78,1.00,439.37,0.50,0.82,0.50,0.40,0.50,1.01,0.50,0.39,1.00
+LEN,Lennar Corporation,Consumer Cyclical,81.82%,9.00/11,1*0*12,67.75,1.00,11.50,0.33,10.04,0.67,13.66,1.00,-5.61,1.00,-0.28,1.00,257.50,1.00,,0.00,0.51,0.50,0.06,1.00,0.71,0.50,0.09,1.00
+PXD,Pioneer Natural Resources Company,Energy,80.56%,9.67/12,0*0*12,63.07,1.00,32.17,1.00,21.95,1.00,1.08,1.00,18.73,0.67,0.27,1.00,84.86,0.00,95.86,0.00,0.08,1.00,0.11,1.00,0.18,1.00,0.26,1.00
+AMAT,"Applied Materials, Inc.",Technology,80.56%,9.67/12,0*0*12,53.20,1.00,25.86,0.67,22.31,1.00,22.83,1.00,-7.38,1.00,-0.12,1.00,188.31,1.00,259.73,0.50,0.88,0.50,0.33,0.50,0.46,1.00,0.54,0.50
+LRCX,Lam Research Corporation,Technology,80.56%,9.67/12,0*0*12,43.71,1.00,25.88,0.67,24.02,1.00,19.76,1.00,-4.42,1.00,-0.06,1.00,237.94,1.00,316.10,0.50,0.92,0.50,0.30,0.50,0.56,1.00,0.75,0.50
+TSLA,"Tesla, Inc.",Consumer Cyclical,79.17%,9.50/12,0*0*12,58.75,1.00,15.50,0.33,14.07,0.67,0.40,1.00,-38.10,1.00,-1.08,1.00,114.89,0.50,172.59,0.50,0.25,1.00,0.16,1.00,0.97,0.50,0.28,1.00
+MRNA,"Moderna, Inc.",Healthcare,79.17%,9.50/12,0*2*12,73.95,1.00,43.41,1.00,32.34,1.00,0.00,1.00,-46.17,1.00,-1.64,1.00,161.22,1.00,272.82,0.50,-0.01,0.00,0.00,1.00,-0.02,0.00,0.01,1.00
+MRO,Marathon Oil Corporation,Energy,77.78%,9.33/12,0*0*12,57.16,1.00,44.74,1.00,18.11,1.00,0.00,1.00,49.25,0.33,0.82,1.00,92.70,0.00,72.46,0.00,0.04,1.00,0.07,1.00,0.13,1.00,0.22,1.00
+REGN,"Regeneron Pharmaceuticals, Inc.",Healthcare,76.39%,9.17/12,0*0*12,78.52,1.00,30.14,1.00,11.95,0.67,0.00,1.00,-31.35,1.00,-1.47,1.00,210.84,1.00,569.00,1.00,8.11,0.00,0.54,0.00,1.01,0.50,0.14,1.00
+ABNB,"Airbnb, Inc.",Consumer Cyclical,75.00%,9.00/12,0*2*12,39.55,1.00,48.32,1.00,23.21,1.00,0.00,1.00,-98.96,1.00,-2.08,1.00,245.55,1.00,165.92,0.50,-0.10,0.00,0.25,0.50,-0.09,0.00,0.28,1.00
+EOG,"EOG Resources, Inc.",Energy,75.00%,9.00/12,0*0*12,59.89,1.00,30.28,1.00,18.75,1.00,0.00,1.00,-3.61,1.00,-0.06,1.00,92.48,0.00,190.01,0.50,0.21,1.00,0.19,1.00,1.39,0.00,0.63,0.50
+RHI,Robert Half Inc.,Industrials,75.00%,9.00/12,0*0*12,52.91,1.00,9.09,0.00,22.19,1.00,15.16,1.00,-41.99,1.00,-0.88,1.00,230.88,1.00,187.89,0.50,0.84,0.50,0.14,1.00,1.04,0.50,0.44,0.50
+MPC,Marathon Petroleum Corporation,Energy,73.61%,8.83/12,0*0*12,30.83,1.00,8.11,0.00,16.15,1.00,29.75,1.00,53.87,0.33,0.79,1.00,97.60,0.00,176.03,0.50,0.05,1.00,0.01,1.00,0.19,1.00,0.26,1.00
+PCAR,PACCAR Inc,Industrials,72.73%,8.00/11,1*0*12,38.90,1.00,13.10,0.33,11.27,0.67,0.00,1.00,-54.53,1.00,-1.59,1.00,57.97,0.00,,0.00,0.24,1.00,0.07,1.00,1.91,0.00,0.23,1.00
+GOOG,Alphabet Inc.,Communication Services,72.22%,8.67/12,0*0*12,70.42,1.00,24.01,0.67,18.34,1.00,10.30,1.00,-34.34,1.00,-0.73,1.00,128.49,0.50,209.66,0.50,0.93,0.50,0.26,0.50,0.71,0.50,0.62,0.50
+GOOGL,Alphabet Inc.,Communication Services,72.22%,8.67/12,0*0*12,70.42,1.00,24.01,0.67,18.34,1.00,10.30,1.00,-34.34,1.00,-0.73,1.00,128.49,0.50,209.66,0.50,0.92,0.50,0.26,0.50,0.71,0.50,0.61,0.50
+VLO,Valero Energy Corporation,Energy,72.22%,8.67/12,0*0*12,38.64,1.00,6.54,0.00,18.90,1.00,1.10,1.00,28.75,0.67,0.48,1.00,92.50,0.00,138.21,0.00,0.06,1.00,0.01,1.00,0.13,1.00,0.35,1.00
+INCY,Incyte Corporation,Healthcare,72.22%,8.67/12,0*1*12,76.52,1.00,16.17,0.33,8.81,0.33,3.00,1.00,-69.82,1.00,-6.85,1.00,244.25,1.00,374.51,0.50,-0.10,0.00,0.33,0.50,0.24,1.00,0.09,1.00
+TXN,Texas Instruments Incorporated,Technology,72.22%,8.67/12,0*0*12,52.24,1.00,37.16,1.00,20.12,1.00,25.82,1.00,15.67,0.67,0.23,1.00,159.76,1.00,455.48,0.50,4.02,0.00,1.19,0.00,0.65,0.50,0.30,1.00
+CF,"CF Industries Holdings, Inc.",Basic Materials,70.83%,8.50/12,0*0*12,39.77,1.00,23.00,0.67,10.61,0.67,43.64,0.00,16.37,0.67,0.29,1.00,76.68,0.00,381.25,0.50,0.13,1.00,0.10,1.00,0.13,1.00,0.04,1.00
+BG,Bunge Global SA,Consumer Defensive,70.83%,8.50/12,0*1*12,46.56,1.00,3.77,0.00,8.84,0.33,0.00,1.00,19.30,0.67,0.51,1.00,176.16,1.00,212.70,0.50,0.32,1.00,0.03,1.00,-0.01,0.00,0.05,1.00
+CVX,Chevron Corporation,Energy,70.83%,8.50/12,0*0*12,61.81,1.00,15.05,0.33,13.76,0.67,2.96,1.00,3.41,1.00,0.09,1.00,87.12,0.00,147.17,0.00,0.07,1.00,0.07,1.00,0.36,1.00,0.68,0.50
+VRTX,Vertex Pharmaceuticals Incorporated,Healthcare,70.83%,8.50/12,0*0*12,77.34,1.00,36.68,1.00,15.92,1.00,6.19,1.00,-61.38,1.00,-2.84,1.00,209.14,1.00,398.72,0.50,2.89,0.00,0.65,0.00,9.88,0.00,0.24,1.00
+SNA,Snap-on Incorporated,Industrials,70.83%,8.50/12,0*0*12,67.21,1.00,19.79,0.33,13.40,0.67,21.64,1.00,3.92,1.00,0.16,1.00,160.70,1.00,387.85,0.50,0.76,0.50,0.28,0.50,1.87,0.00,0.28,1.00
+ENPH,"Enphase Energy, Inc.",Technology,70.83%,8.50/12,0*0*12,29.08,0.50,19.16,0.33,12.97,0.67,21.81,1.00,-40.80,1.00,-0.50,1.00,242.40,1.00,458.92,0.50,0.89,0.50,0.19,1.00,0.46,1.00,1.63,0.00
+ALB,Albemarle Corporation,Basic Materials,69.44%,8.33/12,0*0*12,51.52,1.00,16.36,0.33,8.61,0.33,17.32,1.00,34.82,0.67,0.94,1.00,99.23,0.00,146.52,0.00,0.16,1.00,0.04,1.00,0.17,1.00,0.04,1.00
+FANG,"Diamondback Energy, Inc.",Energy,69.44%,8.33/12,0*0*12,57.27,1.00,45.48,1.00,16.73,1.00,0.00,1.00,40.58,0.33,0.62,1.00,85.61,0.00,81.12,0.00,0.05,1.00,0.12,1.00,0.31,1.00,40.94,0.00
+MKTX,MarketAxess Holdings Inc.,Financial Services,68.18%,7.50/11,1*0*12,67.24,1.00,34.84,1.00,15.56,1.00,14.32,1.00,-39.84,1.00,-1.26,1.00,195.16,1.00,,0.00,4.60,0.00,0.93,0.00,5.30,0.00,0.71,0.50
+META,"Meta Platforms, Inc.",Communication Services,68.06%,8.17/12,0*0*12,66.70,1.00,28.98,0.67,17.03,1.00,13.48,1.00,-30.25,1.00,-0.47,1.00,119.34,0.50,267.10,0.50,2.17,0.00,0.44,0.00,0.46,1.00,0.88,0.50
+NKE,"NIKE, Inc.",Consumer Cyclical,68.06%,8.17/12,0*0*12,37.31,1.00,9.90,0.00,13.51,0.67,2.01,1.00,-12.44,1.00,-0.26,1.00,185.99,1.00,272.28,0.50,1.17,0.50,0.27,0.50,0.94,0.50,0.54,0.50
+WST,"West Pharmaceutical Services, Inc.",Healthcare,68.06%,8.17/12,0*0*12,74.23,1.00,20.30,0.67,16.20,1.00,4.00,1.00,-25.53,1.00,-0.68,1.00,170.36,1.00,369.85,0.50,1.33,0.00,0.57,0.00,0.99,0.50,0.49,0.50
+GWW,"W.W. Grainger, Inc.",Industrials,68.06%,8.17/12,0*0*12,42.24,1.00,11.10,0.33,22.45,1.00,10.75,1.00,47.66,0.33,0.66,1.00,198.64,1.00,288.04,0.50,0.63,0.50,0.20,0.50,0.73,0.50,0.46,0.50
+EPAM,"EPAM Systems, Inc.",Technology,68.06%,8.17/12,0*0*12,74.87,1.00,8.69,0.00,10.46,0.67,17.63,1.00,-57.01,1.00,-3.14,1.00,242.43,1.00,369.19,0.50,2.78,0.00,0.14,1.00,3.13,0.00,0.39,1.00
+MPWR,"Monolithic Power Systems, Inc.",Technology,68.06%,8.17/12,0*1*12,81.04,1.00,24.39,0.67,21.26,1.00,0.39,1.00,-44.22,1.00,-2.42,1.00,257.39,1.00,535.54,1.00,1.43,0.00,0.50,0.00,-33.86,0.00,0.79,0.50
+MOS,The Mosaic Company,Basic Materials,66.67%,8.00/12,0*1*12,51.55,1.00,18.73,0.33,15.32,1.00,9.26,1.00,23.95,0.67,0.56,1.00,85.96,0.00,118.48,0.00,-0.01,0.00,0.02,1.00,0.06,1.00,0.06,1.00
+PSX,Phillips 66,Energy,66.67%,8.00/12,0*0*12,38.58,1.00,6.49,0.00,14.42,0.67,5.04,1.00,37.49,0.33,0.85,1.00,84.66,0.00,137.97,0.00,0.12,1.00,0.03,1.00,0.42,1.00,0.33,1.00
+CPRT,"Copart, Inc.",Industrials,66.67%,8.00/12,0*3*12,88.86,1.00,31.99,1.00,18.37,1.00,6.59,1.00,-39.30,1.00,-1.25,1.00,172.60,1.00,662.10,1.00,-16.61,0.00,-5.03,0.00,-3.31,0.00,1.88,0.00
+PAYC,"Paycom Software, Inc.",Technology,66.67%,8.00/12,0*0*12,31.04,1.00,20.12,0.67,8.12,0.33,3.98,1.00,-22.56,1.00,-0.43,1.00,94.14,0.00,111.00,0.00,0.92,0.50,0.23,0.50,0.54,1.00,0.34,1.00
+FCX,Freeport-McMoRan Inc.,Basic Materials,65.28%,7.83/12,0*1*12,30.44,1.00,15.22,0.33,6.79,0.33,0.00,1.00,15.90,0.67,0.29,1.00,70.85,0.00,246.07,0.50,-0.05,0.00,0.14,1.00,0.24,1.00,0.18,1.00
+PKG,Packaging Corporation of America,Consumer Cyclical,65.28%,7.83/12,0*0*12,45.82,1.00,12.15,0.33,12.87,0.67,25.15,1.00,56.75,0.33,0.89,1.00,111.94,0.50,286.50,0.50,0.91,0.50,0.20,0.50,0.43,1.00,0.47,0.50
+ULTA,"Ulta Beauty, Inc.",Consumer Cyclical,65.28%,7.83/12,0*0*12,36.49,1.00,12.17,0.33,23.13,1.00,0.55,1.00,-37.65,1.00,-0.41,1.00,73.65,0.00,161.10,0.50,0.84,0.50,0.17,1.00,1.15,0.50,2.72,0.00
+DVN,Devon Energy Corporation,Energy,65.28%,7.83/12,0*1*12,47.08,1.00,31.38,1.00,25.36,1.00,6.74,1.00,46.95,0.33,0.38,1.00,88.78,0.00,125.31,0.00,-0.01,0.00,0.07,1.00,0.08,1.00,0.42,0.50
+MOH,"Molina Healthcare, Inc.",Healthcare,65.28%,7.83/12,0*1*12,28.30,0.50,3.20,0.00,7.33,0.33,29.44,1.00,-158.98,1.00,-3.84,1.00,280.85,1.00,153.55,0.50,1.18,0.50,0.03,1.00,-3.89,0.00,0.24,1.00
+JBHT,"J.B. Hunt Transport Services, Inc.",Industrials,65.28%,7.83/12,0*0*12,47.09,1.00,6.54,0.00,12.45,0.67,0.00,1.00,32.99,0.67,0.36,1.00,88.41,0.00,141.04,0.00,0.93,0.50,0.08,1.00,0.33,1.00,0.27,1.00
+ADM,Archer-Daniels-Midland Company,Consumer Defensive,63.89%,7.67/12,0*1*12,40.63,1.00,4.27,0.00,7.26,0.33,17.14,1.00,33.53,0.67,1.70,0.67,131.42,1.00,146.38,0.00,0.14,1.00,0.02,1.00,-0.03,0.00,0.17,1.00
+COP,ConocoPhillips,Energy,63.89%,7.67/12,0*1*12,51.37,1.00,19.52,0.33,11.42,0.67,0.00,1.00,25.02,0.67,0.40,1.00,82.29,0.00,143.23,0.00,-0.05,0.00,0.06,1.00,0.10,1.00,0.18,1.00
+XOM,Exxon Mobil Corporation,Energy,63.89%,7.67/12,0*1*12,54.42,1.00,10.76,0.33,9.57,0.33,0.00,1.00,4.90,1.00,0.13,1.00,86.62,0.00,147.91,0.00,-0.05,0.00,0.05,1.00,0.14,1.00,0.17,1.00
+PFE,Pfizer Inc.,Healthcare,63.89%,7.67/12,0*1*12,48.51,1.00,31.27,1.00,15.91,1.00,53.71,0.00,13.69,0.67,0.40,1.00,88.08,0.00,121.65,0.00,0.21,1.00,0.05,1.00,0.17,1.00,-1.24,0.00
+AXON,"Axon Enterprise, Inc.",Industrials,63.89%,7.67/12,0*0*12,44.48,1.00,12.37,0.33,5.16,0.33,3.55,1.00,-23.71,1.00,-1.03,1.00,185.59,1.00,299.56,0.50,0.31,1.00,0.70,0.00,1.52,0.00,0.62,0.50
+BLDR,"Builders FirstSource, Inc.",Industrials,63.89%,7.67/12,0*1*12,46.84,1.00,12.10,0.33,25.95,1.00,69.66,0.00,58.51,0.33,0.74,1.00,111.88,0.50,189.80,0.50,0.08,1.00,0.03,1.00,0.09,1.00,28.94,0.00
+TXT,Textron Inc.,Industrials,63.89%,7.67/12,0*0*12,41.45,1.00,6.73,0.00,5.46,0.33,32.85,0.00,24.23,0.67,1.01,0.67,116.25,0.50,178.62,0.50,0.35,1.00,0.11,1.00,0.46,1.00,0.24,1.00
+MNST,Monster Beverage Corporation,Consumer Defensive,62.50%,7.50/12,0*1*12,84.71,1.00,18.88,0.33,14.37,0.67,20.18,1.00,-37.99,1.00,-2.48,1.00,199.11,1.00,475.55,0.50,14.21,0.00,0.58,0.00,-17.26,0.00,0.36,1.00
+HAL,Halliburton Company,Energy,62.50%,7.50/12,0*1*12,38.05,1.00,11.46,0.33,10.69,0.67,30.35,0.00,58.95,0.33,1.14,0.67,130.59,1.00,205.83,0.50,-0.06,0.00,0.08,1.00,0.29,1.00,0.11,1.00
+KEYS,"Keysight Technologies, Inc.",Technology,62.50%,7.50/12,0*0*12,53.60,1.00,19.34,0.33,12.17,0.67,35.24,0.00,-14.57,1.00,-0.42,1.00,150.98,1.00,234.70,0.50,1.20,0.50,0.44,0.00,1.16,0.50,0.32,1.00
+CMG,"Chipotle Mexican Grill, Inc.",Consumer Cyclical,61.11%,7.33/12,0*0*12,38.07,1.00,12.45,0.33,15.27,1.00,0.72,1.00,-42.30,1.00,-0.55,1.00,47.67,0.00,157.26,0.50,1.11,0.50,0.38,0.50,0.95,0.50,1.48,0.00
+EW,Edwards Lifesciences Corporation,Healthcare,61.11%,7.33/12,0*1*12,71.02,1.00,23.35,0.67,14.98,0.67,18.85,1.00,-15.75,1.00,-0.90,1.00,136.03,1.00,337.60,0.50,1.76,0.00,0.69,0.00,-7.20,0.00,0.55,0.50
+ISRG,"Intuitive Surgical, Inc.",Healthcare,61.11%,7.33/12,0*0*12,86.18,1.00,25.24,0.67,11.64,0.67,2.62,1.00,-40.32,1.00,-1.86,1.00,176.18,1.00,475.55,0.50,3.84,0.00,1.05,0.00,2.82,0.00,0.89,0.50
+GRMN,Garmin Ltd.,Technology,61.11%,7.33/12,0*0*12,80.25,1.00,20.03,0.67,12.59,0.67,9.15,1.00,-23.41,1.00,-1.40,1.00,164.31,1.00,326.43,0.50,42.30,0.00,0.55,0.00,2.86,0.00,0.45,0.50
+JBL,Jabil Inc.,Technology,61.11%,7.33/12,0*0*12,14.75,0.50,2.36,0.00,4.21,0.00,21.67,1.00,47.35,0.33,0.49,1.00,126.82,0.50,116.03,0.00,0.14,1.00,0.04,1.00,0.54,1.00,0.22,1.00
+PSA,Public Storage,Real Estate,60.61%,6.67/11,1*0*12,57.39,1.00,103.99,1.00,24.78,1.00,1.65,1.00,60.51,0.00,1.31,0.67,101.00,0.50,,0.00,0.27,1.00,0.88,0.00,0.67,0.50,1.47,0.00
+CAT,Caterpillar Inc.,Industrials,59.72%,7.17/12,0*0*12,22.28,0.50,15.41,0.33,11.81,0.67,27.23,1.00,158.51,0.00,1.93,0.67,108.49,0.50,135.19,0.00,0.28,1.00,0.12,1.00,0.37,1.00,0.47,0.50
+ODFL,"Old Dominion Freight Line, Inc.",Industrials,59.72%,7.17/12,0*0*12,75.50,1.00,22.00,0.67,28.46,1.00,0.00,1.00,-3.71,1.00,-0.06,1.00,95.60,0.00,176.25,0.50,0.99,0.50,0.41,0.00,0.85,0.50,1.42,0.00
+SYF,Synchrony Financial,Financial Services,59.09%,6.50/11,1*0*12,11.83,0.50,10.66,0.33,1.91,0.00,7.32,1.00,114.95,0.00,1.86,0.67,25.44,0.00,,0.00,0.22,1.00,0.03,1.00,0.10,1.00,0.07,1.00
+WRB,W. R. Berkley Corporation,Financial Services,59.09%,6.50/11,1*0*12,19.96,0.50,12.37,0.33,4.08,0.00,2.75,1.00,20.57,0.67,0.52,1.00,29.83,0.00,,0.00,0.56,0.50,0.14,1.00,0.30,1.00,0.60,0.50
+DLTR,"Dollar Tree, Inc.",Consumer Defensive,58.33%,7.00/12,0*0*12,38.01,1.00,5.70,0.00,7.02,0.33,22.66,1.00,31.75,0.67,0.97,1.00,73.09,0.00,150.69,0.50,0.70,0.50,0.13,1.00,6.02,0.00,0.17,1.00
+EXPD,"Expeditors International of Washington, Inc.",Industrials,58.33%,7.00/12,0*0*12,52.84,1.00,8.10,0.00,16.64,1.00,0.33,1.00,-63.29,1.00,-1.38,1.00,219.58,1.00,201.55,0.50,2.83,0.00,0.42,0.00,0.73,0.50,4.00,0.00
+FSLR,"First Solar, Inc.",Technology,58.33%,7.00/12,0*2*12,70.73,1.00,-1.69,0.00,-0.54,0.00,0.25,1.00,-41.01,1.00,-1.35,1.00,134.99,1.00,365.25,0.50,13.75,0.00,-1.18,0.00,0.34,1.00,0.64,0.50
+TER,"Teradyne, Inc.",Technology,58.33%,7.00/12,0*3*12,72.44,1.00,16.77,0.33,12.87,0.67,16.46,1.00,-32.45,1.00,-1.10,1.00,190.66,1.00,327.61,0.50,-2.38,0.00,-2.50,0.00,-2.49,0.00,0.70,0.50
+BRK.B,Berkshire Hathaway Inc.,Financial Services,57.58%,6.33/11,1*1*12,49.80,1.00,-7.55,0.00,-2.41,0.00,16.54,1.00,18.40,0.67,1.65,0.67,70.64,0.00,,0.00,0.00,0.00,0.00,1.00,0.00,1.00,0.00,1.00
+LULU,Lululemon Athletica Inc.,Consumer Cyclical,56.94%,6.83/12,0*0*12,56.16,1.00,10.54,0.33,15.25,1.00,0.77,1.00,-36.68,1.00,-0.72,1.00,128.65,0.50,211.73,0.50,6.28,0.00,0.25,0.50,1.79,0.00,1.02,0.00
+IDXX,"IDEXX Laboratories, Inc.",Healthcare,56.94%,6.83/12,0*0*12,45.54,1.00,23.08,0.67,25.92,1.00,0.00,1.00,33.27,0.67,0.47,1.00,119.42,0.50,157.14,0.50,3.81,0.00,1.08,0.00,3.61,0.00,0.47,0.50
+FAST,Fastenal Company,Industrials,56.94%,6.83/12,0*0*12,75.04,1.00,15.72,0.33,25.88,1.00,0.00,1.00,1.16,1.00,0.02,1.00,246.10,1.00,456.81,0.50,3.31,0.00,0.59,0.00,3.03,0.00,1.36,0.00
+FDX,FedEx Corporation,Industrials,56.94%,6.83/12,0*0*12,29.94,0.50,4.41,0.00,4.56,0.00,24.67,1.00,52.60,0.33,0.91,1.00,67.91,0.00,136.98,0.00,0.32,1.00,0.06,1.00,0.31,1.00,0.15,1.00
+SWKS,"Skyworks Solutions, Inc.",Technology,56.94%,6.83/12,0*1*12,72.18,1.00,20.59,0.67,11.66,0.67,35.79,0.00,9.17,1.00,0.27,1.00,134.85,1.00,332.69,0.50,2.16,0.00,0.25,0.50,0.74,0.50,-3.96,0.00
+HES,Hess Corporation,Energy,55.56%,6.67/12,0*1*12,37.43,1.00,13.15,0.33,5.76,0.33,0.00,1.00,78.80,0.00,0.88,1.00,84.77,0.00,104.89,0.00,-0.19,0.00,0.14,1.00,0.18,1.00,0.24,1.00
+OXY,Occidental Petroleum Corporation,Energy,55.56%,6.67/12,0*1*12,40.87,1.00,16.62,0.33,6.35,0.33,0.00,1.00,60.54,0.00,0.99,1.00,74.33,0.00,91.55,0.00,-0.07,0.00,0.10,1.00,0.06,1.00,0.09,1.00
+DFS,Discover Financial Services,Financial Services,54.55%,6.00/11,1*0*12,10.89,0.50,28.89,0.67,3.33,0.00,1.78,1.00,140.18,0.00,2.73,0.33,26.16,0.00,,0.00,0.34,1.00,0.24,0.50,0.41,1.00,0.17,1.00
+DE,Deere & Company,Industrials,54.55%,6.00/11,1*0*12,20.93,0.50,16.61,0.33,9.77,0.33,17.90,1.00,256.84,0.00,4.29,0.33,85.15,0.00,,0.00,0.17,1.00,0.07,1.00,0.61,0.50,0.20,1.00
+APTV,Aptiv PLC,Consumer Cyclical,54.17%,6.50/12,0*1*12,47.28,1.00,14.65,0.33,12.03,0.67,44.61,0.00,39.60,0.33,1.63,0.67,109.72,0.50,171.53,0.50,0.46,1.00,0.08,1.00,0.73,0.50,-1.86,0.00
+EQT,EQT Corporation,Energy,54.17%,6.50/12,0*1*12,58.43,1.00,25.12,0.67,6.86,0.33,0.00,1.00,38.68,0.33,1.10,0.67,87.13,0.00,98.83,0.00,-0.04,0.00,0.15,1.00,0.28,1.00,0.52,0.50
+EMR,Emerson Electric Co.,Industrials,54.17%,6.50/12,0*3*12,48.40,1.00,87.17,1.00,30.92,1.00,69.99,0.00,0.52,1.00,0.11,1.00,97.83,0.00,274.62,0.50,0.05,1.00,-2.13,0.00,-1.79,0.00,19.18,0.00
+CTSH,Cognizant Technology Solutions Corporation,Technology,54.17%,6.50/12,0*1*12,71.56,1.00,10.99,0.33,11.50,0.67,46.00,0.00,-14.91,1.00,-0.74,1.00,126.16,0.50,225.20,0.50,1.03,0.50,0.27,0.50,-1.67,0.00,0.62,0.50
+KLAC,KLA Corporation,Technology,54.17%,6.50/12,0*1*12,20.75,0.50,32.27,1.00,24.07,1.00,78.05,0.00,90.68,0.00,0.66,1.00,154.56,1.00,223.68,0.50,0.57,0.50,0.32,0.50,0.68,0.50,12.64,0.00
+MSFT,Microsoft Corporation,Technology,54.17%,6.50/12,0*0*12,50.06,1.00,34.15,1.00,17.56,1.00,32.92,0.00,-22.77,1.00,-0.41,1.00,115.97,0.50,176.92,0.50,2.24,0.00,0.96,0.00,1.65,0.00,0.95,0.50
+NVDA,NVIDIA Corporation,Technology,54.17%,6.50/12,0*0*12,53.67,1.00,16.19,0.33,10.61,0.67,19.78,1.00,-10.60,1.00,-0.31,1.00,175.63,1.00,351.56,0.50,25.92,0.00,1.90,0.00,19.51,0.00,9.76,0.00
+TROW,"T. Rowe Price Group, Inc.",Financial Services,53.03%,5.83/11,1*3*12,77.41,1.00,27.69,0.67,14.57,0.67,0.00,1.00,-21.74,1.00,-1.70,1.00,101.07,0.50,,0.00,-1.61,0.00,1.93,0.00,-1.21,0.00,-1.38,0.00
+MHK,"Mohawk Industries, Inc.",Consumer Cyclical,52.78%,6.33/12,0*2*12,56.74,1.00,0.22,0.00,0.18,0.00,24.06,1.00,26.86,0.67,1.72,0.67,121.45,0.50,192.00,0.50,-4.38,0.00,0.06,1.00,-0.56,0.00,0.17,1.00
+TECH,Bio-Techne Corporation,Healthcare,52.78%,6.33/12,0*0*12,74.53,1.00,25.10,0.67,10.81,0.67,44.38,0.00,7.41,1.00,0.50,1.00,114.84,0.50,483.61,0.50,5.93,0.00,0.68,0.00,10.79,0.00,0.34,1.00
+AOS,A. O. Smith Corporation,Industrials,52.78%,6.33/12,0*1*12,57.39,1.00,14.45,0.33,17.32,1.00,34.34,0.00,-12.80,1.00,-0.32,1.00,114.48,0.50,158.71,0.50,1.01,0.50,0.23,0.50,1.66,0.00,-20.84,0.00
+CSGP,"CoStar Group, Inc.",Real Estate,52.78%,6.33/12,0*0*12,82.27,1.00,15.26,0.33,4.20,0.00,32.52,0.00,-57.58,1.00,-6.68,1.00,241.87,1.00,1201.43,1.00,5.29,0.00,1.07,0.00,11.63,0.00,0.39,1.00
+TEL,TE Connectivity Ltd.,Technology,52.78%,6.33/12,0*1*12,53.20,1.00,11.91,0.33,8.80,0.33,47.29,0.00,22.08,0.67,0.66,1.00,109.12,0.50,176.83,0.50,-0.08,0.00,0.24,0.50,0.67,0.50,0.34,1.00
+CPT,Camden Property Trust,Real Estate,51.52%,5.67/11,1*0*12,53.46,1.00,45.94,1.00,7.01,0.33,0.00,1.00,73.60,0.00,3.07,0.33,90.51,0.00,,0.00,0.40,1.00,0.90,0.00,2.03,0.00,0.26,1.00
+PLD,"Prologis, Inc.",Real Estate,51.52%,5.67/11,1*0*12,57.17,1.00,38.13,1.00,3.29,0.00,0.00,1.00,53.53,0.33,2.15,0.33,89.32,0.00,,0.00,2.21,0.00,1.18,0.00,0.48,1.00,0.23,1.00
+MLM,"Martin Marietta Materials, Inc.",Basic Materials,51.39%,6.17/12,0*0*12,53.13,1.00,17.25,0.33,7.73,0.33,0.00,1.00,38.25,0.33,1.41,0.67,106.92,0.50,334.89,0.50,1.60,0.00,0.38,0.50,0.96,0.50,0.82,0.50
+ROST,"Ross Stores, Inc.",Consumer Cyclical,51.39%,6.17/12,0*2*12,31.97,1.00,8.09,0.00,11.27,0.67,0.00,1.00,-48.86,1.00,-0.89,1.00,103.58,0.50,189.89,0.50,-18.37,0.00,0.40,0.50,-5.78,0.00,1.16,0.00
+A,"Agilent Technologies, Inc.",Healthcare,51.39%,6.17/12,0*0*12,54.31,1.00,18.15,0.33,11.52,0.67,67.75,0.00,19.59,0.67,0.55,1.00,130.45,1.00,261.14,0.50,1.46,0.00,0.56,0.00,0.69,0.50,0.56,0.50
+DXCM,"DexCom, Inc.",Healthcare,51.39%,6.17/12,0*1*12,33.02,1.00,14.95,0.33,8.64,0.33,1.22,1.00,-10.95,1.00,-0.23,1.00,248.09,1.00,284.44,0.50,-142.20,0.00,0.53,0.00,3.43,0.00,13.48,0.00
+PAYX,"Paychex, Inc.",Industrials,51.39%,6.17/12,0*0*12,33.12,1.00,31.10,1.00,14.77,0.67,52.50,0.00,-22.53,1.00,-0.42,1.00,142.18,1.00,129.67,0.00,2.35,0.00,1.23,0.00,4.50,0.00,0.99,0.50
+POOL,Pool Corporation,Industrials,51.39%,6.17/12,0*0*12,34.64,1.00,12.11,0.33,20.99,1.00,56.02,0.00,108.58,0.00,2.54,0.33,167.93,1.00,298.79,0.50,0.47,1.00,0.10,1.00,1.61,0.00,12.68,0.00
+APA,APA Corporation,Energy,50.00%,6.00/12,0*2*12,3.22,0.00,33.17,1.00,27.95,1.00,0.00,1.00,1231.21,0.00,0.71,1.00,56.27,0.00,92.87,0.00,-0.01,0.00,0.03,1.00,0.09,1.00,-0.50,0.00
+CINF,Cincinnati Financial Corporation,Financial Services,50.00%,5.50/11,1*2*12,35.41,1.00,-7.41,0.00,-1.63,0.00,0.00,1.00,-3.54,1.00,-0.18,1.00,39.94,0.00,,0.00,0.22,0.00,-0.54,0.00,0.42,1.00,0.48,0.50
+L,Loews Corporation,Financial Services,50.00%,5.50/11,1*1*12,19.83,0.50,9.00,0.00,1.81,0.00,2.21,1.00,54.79,0.33,1.87,0.67,29.98,0.00,,0.00,-0.05,0.00,0.07,1.00,0.11,1.00,0.28,1.00
+V,Visa Inc.,Financial Services,50.00%,6.00/12,0*1*12,42.80,1.00,52.90,1.00,19.09,1.00,46.46,0.00,0.86,1.00,0.02,1.00,103.91,0.50,145.17,0.00,1.76,0.00,1.07,0.00,0.96,0.50,11.41,0.00
+JNJ,Johnson & Johnson,Healthcare,50.00%,6.00/12,0*1*12,41.04,1.00,41.28,1.00,20.98,1.00,53.16,0.00,9.31,1.00,0.23,1.00,82.98,0.00,115.58,0.00,0.28,1.00,1.08,0.00,3.83,0.00,3.39,0.00
+MU,"Micron Technology, Inc.",Technology,50.00%,6.00/12,0*3*12,68.66,1.00,-37.54,0.00,-9.08,0.00,2.61,1.00,8.47,1.00,0.40,1.00,132.93,1.00,445.83,0.50,0.07,0.00,-0.58,0.00,-0.55,0.00,0.42,0.50
+NXPI,NXP Semiconductors N.V.,Technology,50.00%,6.00/12,0*1*12,35.49,1.00,21.07,0.67,11.49,0.67,115.17,0.00,79.87,0.00,1.53,0.67,114.13,0.50,191.29,0.50,0.07,1.00,0.24,0.50,0.74,0.50,2.81,0.00
+QCOM,QUALCOMM Incorporated,Technology,50.00%,6.00/12,0*1*12,42.28,1.00,20.19,0.67,14.17,0.67,49.31,0.00,18.88,0.67,0.32,1.00,126.21,0.50,233.32,0.50,1.93,0.00,0.25,0.50,0.62,0.50,-0.07,0.00
+NEE,"NextEra Energy, Inc.",Utilities,50.00%,6.00/12,0*0*12,26.74,0.50,26.00,0.67,4.12,0.00,10.73,1.00,148.57,0.00,3.38,0.33,67.15,0.00,54.93,0.00,0.47,1.00,0.29,0.50,0.53,1.00,0.32,1.00
+LYB,LyondellBasell Industries N.V.,Basic Materials,48.61%,5.83/12,0*0*12,34.69,1.00,7.71,0.00,10.69,0.67,14.48,1.00,72.69,0.00,1.14,0.67,94.43,0.00,175.22,0.50,1.51,0.00,0.04,1.00,1.71,0.00,0.12,1.00
+AMZN,"Amazon.com, Inc.",Consumer Cyclical,48.61%,5.83/12,0*0*12,38.24,1.00,5.29,0.00,5.76,0.33,11.29,1.00,-1.50,1.00,-0.02,1.00,77.88,0.00,104.51,0.00,5.08,0.00,0.24,0.50,1.62,0.00,0.33,1.00
+GM,General Motors Company,Consumer Cyclical,48.61%,5.83/12,0*0*12,23.54,0.50,5.89,0.00,3.71,0.00,2.99,1.00,148.20,0.00,2.09,0.33,85.78,0.00,107.59,0.00,0.20,1.00,0.02,1.00,0.08,1.00,0.04,1.00
+LKQ,LKQ Corporation,Consumer Cyclical,48.61%,5.83/12,0*1*12,45.30,1.00,8.98,0.00,9.54,0.33,79.20,0.00,43.61,0.33,1.62,0.67,103.79,0.50,187.49,0.50,0.34,1.00,0.19,1.00,1.09,0.50,-0.12,0.00
+TPR,"Tapestry, Inc.",Consumer Cyclical,48.61%,5.83/12,0*2*12,32.01,1.00,14.05,0.33,13.15,0.67,53.89,0.00,40.46,0.33,0.79,1.00,82.36,0.00,183.72,0.50,-0.05,0.00,0.09,1.00,0.28,1.00,14.34,0.00
+AXP,American Express Company,Financial Services,48.48%,5.33/11,1*0*12,10.75,0.50,12.81,0.33,3.21,0.00,13.73,1.00,471.85,0.00,6.58,0.00,49.00,0.00,,0.00,0.42,1.00,0.09,1.00,0.16,1.00,0.51,0.50
+RJF,"Raymond James Financial, Inc.",Financial Services,48.48%,5.33/11,1*1*12,13.03,0.50,13.39,0.33,2.22,0.00,14.07,1.00,473.49,0.00,-14.48,1.00,21.65,0.00,,0.00,0.51,0.50,0.12,1.00,0.04,0.00,0.38,1.00
+O,Realty Income Corporation,Real Estate,48.48%,5.33/11,1*0*12,57.80,1.00,26.00,0.67,1.75,0.00,13.00,1.00,62.65,0.00,1.56,0.67,95.84,0.00,,0.00,186.96,0.00,2.39,0.00,0.39,1.00,0.26,1.00
+FOX,Fox Corporation,Communication Services,47.22%,5.67/12,0*1*12,47.46,1.00,8.31,0.00,5.67,0.33,34.29,0.00,28.31,0.67,1.36,0.67,111.84,0.50,192.85,0.50,0.77,0.50,0.07,1.00,-4.85,0.00,0.41,0.50
+FOXA,Fox Corporation,Communication Services,47.22%,5.67/12,0*1*12,47.46,1.00,8.31,0.00,5.67,0.33,34.29,0.00,28.31,0.67,1.36,0.67,111.84,0.50,192.85,0.50,0.84,0.50,0.07,1.00,-5.28,0.00,0.45,0.50
+SBUX,Starbucks Corporation,Consumer Cyclical,47.22%,5.67/12,0*1*12,-27.15,0.00,11.46,0.33,14.01,0.67,-40.25,0.00,-143.18,1.00,1.37,0.67,25.08,0.00,78.15,0.00,0.39,1.00,0.18,1.00,0.31,1.00,10.56,0.00
+LW,"Lamb Weston Holdings, Inc.",Consumer Defensive,47.22%,5.67/12,0*1*12,21.65,0.50,18.86,0.33,15.47,1.00,73.74,0.00,223.72,0.00,2.11,0.33,106.08,0.50,156.39,0.50,0.36,1.00,0.22,0.50,0.41,1.00,-0.24,0.00
+IEX,IDEX Corporation,Industrials,47.22%,5.67/12,0*1*12,60.38,1.00,18.21,0.33,10.16,0.67,0.00,1.00,22.33,0.67,0.98,1.00,110.13,0.50,289.09,0.50,1.74,0.00,0.44,0.00,2.30,0.00,0.26,0.00
+INTC,Intel Corporation,Technology,47.22%,5.67/12,0*3*12,55.12,1.00,3.11,0.00,0.88,0.00,26.13,1.00,22.95,0.67,0.65,1.00,102.88,0.50,154.24,0.50,-1.90,0.00,-0.27,0.00,-0.47,0.00,0.16,1.00
+NOW,"ServiceNow, Inc.",Technology,47.22%,5.67/12,0*0*12,43.87,1.00,19.30,0.33,9.96,0.33,16.14,1.00,-44.43,1.00,-0.83,1.00,94.86,0.00,105.59,0.00,0.64,0.50,0.73,0.00,1.84,0.00,0.74,0.50
+BLK,"BlackRock, Inc.",Financial Services,46.97%,5.17/11,1*0*12,32.09,1.00,28.97,0.67,4.40,0.00,40.64,0.00,-2.02,1.00,-0.14,1.00,41.51,0.00,,0.00,3.80,0.00,0.81,0.00,1.00,0.50,0.32,1.00
+EG,"Everest Group, Ltd.",Financial Services,46.97%,5.17/11,1*2*12,21.12,0.50,4.77,0.00,1.49,0.00,0.00,1.00,19.97,0.67,0.46,1.00,29.88,0.00,,0.00,-1.62,0.00,0.07,1.00,0.14,1.00,-1.52,0.00
+KMX,"CarMax, Inc.",Consumer Cyclical,45.83%,5.50/12,0*1*12,21.44,0.50,1.63,0.00,1.85,0.00,2.52,1.00,324.67,0.00,10.68,0.00,111.41,0.50,260.09,0.50,-1.34,0.00,0.03,1.00,0.04,1.00,0.14,1.00
+KVUE,Kenvue Inc.,Consumer Defensive,45.83%,3.67/8,4*0*12,73.29,1.00,13.81,0.33,7.56,0.33,45.88,0.00,-6.15,1.00,-0.42,1.00,93.39,0.00,149.69,0.00,,0.00,,0.00,,0.00,,0.00
+SLB,Schlumberger Limited,Energy,45.83%,5.50/12,0*2*12,42.10,1.00,12.68,0.33,8.76,0.33,69.76,0.00,39.51,0.33,0.93,1.00,102.62,0.50,132.27,0.00,-0.10,0.00,0.19,1.00,0.30,1.00,-0.13,0.00
+BIO,"Bio-Rad Laboratories, Inc.",Healthcare,45.83%,5.50/12,0*3*12,71.07,1.00,-23.86,0.00,-5.18,0.00,4.73,1.00,-4.73,1.00,-1.10,1.00,107.45,0.50,583.08,1.00,0.10,0.00,1.53,0.00,-1.48,0.00,-0.28,0.00
+CNC,Centene Corporation,Healthcare,45.83%,5.50/12,0*1*12,30.53,1.00,1.75,0.00,3.19,0.00,67.95,0.00,2.46,1.00,0.07,1.00,83.89,0.00,89.13,0.00,0.89,0.50,0.02,1.00,0.33,1.00,-0.09,0.00
+MAS,Masco Corporation,Industrials,45.83%,5.50/12,0*2*12,-2.35,0.00,11.40,0.33,16.93,1.00,-479.37,0.00,-1836.51,1.00,1.40,0.67,112.45,0.50,168.50,0.50,-3.93,0.00,0.22,0.50,0.44,1.00,-0.68,0.00
+LUV,Southwest Airlines Co.,Industrials,45.83%,5.50/12,0*2*12,28.82,0.50,1.78,0.00,1.27,0.00,9.22,1.00,-32.97,1.00,-0.52,1.00,82.07,0.00,113.86,0.00,-0.28,0.00,0.02,1.00,-0.01,0.00,0.34,1.00
+PFG,"Principal Financial Group, Inc.",Financial Services,45.45%,5.00/11,1*3*12,3.43,0.00,34.77,1.00,1.66,0.00,16.02,1.00,-7.72,1.00,-0.23,1.00,4.89,0.00,,0.00,0.07,1.00,-1.25,0.00,-0.46,0.00,-0.25,0.00
+FMC,FMC Corporation,Basic Materials,44.44%,5.33/12,0*2*12,37.17,1.00,29.45,0.67,11.08,0.67,35.95,0.00,82.45,0.00,-9.46,1.00,109.71,0.50,151.54,0.50,0.14,1.00,20.40,0.00,0.09,0.00,-0.10,0.00
+MCD,McDonald's Corporation,Consumer Cyclical,44.44%,5.33/12,0*1*12,-8.38,0.00,33.22,1.00,15.08,1.00,-0.00,1.00,-692.07,1.00,2.72,0.33,67.37,0.00,116.44,0.00,1.11,0.50,0.76,0.00,1.11,0.50,1.83,0.00
+MO,"Altria Group, Inc.",Consumer Defensive,44.44%,5.33/12,0*2*12,-9.18,0.00,33.21,1.00,21.08,1.00,-0.00,1.00,-636.92,1.00,2.38,0.33,65.40,0.00,49.34,0.00,0.36,1.00,-5.09,0.00,1.52,0.00,-0.16,0.00
+COST,Costco Wholesale Corporation,Consumer Defensive,44.44%,5.33/12,0*0*12,36.32,1.00,2.60,0.00,9.12,0.33,3.97,1.00,-29.31,1.00,-0.48,1.00,95.84,0.00,106.84,0.00,3.16,0.00,0.10,1.00,2.18,0.00,1.10,0.00
+ABT,Abbott Laboratories,Healthcare,44.44%,5.33/12,0*1*12,49.28,1.00,15.88,0.33,9.31,0.33,62.15,0.00,18.00,0.67,0.58,1.00,104.05,0.50,162.85,0.50,1.19,0.50,0.39,0.50,1.25,0.00,-0.33,0.00
+URI,"United Rentals, Inc.",Industrials,44.44%,5.33/12,0*1*12,31.77,1.00,16.91,0.33,9.47,0.33,73.06,0.00,137.21,0.00,1.27,0.67,80.26,0.00,80.64,0.00,0.42,1.00,0.14,1.00,0.14,1.00,-0.14,0.00
+ATO,Atmos Energy Corporation,Utilities,44.44%,5.33/12,0*0*12,48.27,1.00,20.72,0.67,3.93,0.00,6.73,1.00,63.27,0.00,1.10,0.67,80.94,0.00,65.49,0.00,2.49,0.00,0.45,0.00,0.13,1.00,0.14,1.00
+MTB,M&T Bank Corporation,Financial Services,43.94%,4.83/11,1*2*12,12.61,0.50,23.15,0.67,0.99,0.00,33.53,0.00,15.66,0.67,0.83,1.00,14.59,0.00,,0.00,-1.61,0.00,-1.83,0.00,0.37,1.00,0.29,1.00
+ZION,"Zions Bancorporation, National Association",Financial Services,43.94%,4.83/11,1*1*12,5.46,0.00,27.18,0.67,1.01,0.00,20.99,1.00,13.30,0.67,0.39,1.00,6.19,0.00,,0.00,0.92,0.50,0.40,0.00,0.12,1.00,-0.13,0.00
+VICI,VICI Properties Inc.,Real Estate,43.94%,4.83/11,1*1*12,58.37,1.00,42.97,1.00,2.97,0.00,0.00,1.00,65.27,0.00,2.29,0.33,97.41,0.00,,0.00,-37.68,0.00,0.94,0.00,0.72,0.50,0.13,1.00
+APD,"Air Products and Chemicals, Inc.",Basic Materials,43.06%,5.17/12,0*0*12,44.72,1.00,18.26,0.33,7.19,0.33,6.02,1.00,58.39,0.33,1.07,0.67,88.59,0.00,133.49,0.00,3.30,0.00,0.33,0.50,0.61,0.50,0.58,0.50
+NEM,Newmont Corporation,Basic Materials,43.06%,5.17/12,0*2*12,50.29,1.00,-3.60,0.00,-1.11,0.00,10.18,1.00,12.27,0.67,0.44,1.00,79.43,0.00,222.66,0.50,0.40,0.00,0.29,0.50,0.62,0.50,-0.81,0.00
+ETSY,"Etsy, Inc.",Consumer Cyclical,43.06%,5.17/12,0*2*12,-20.77,0.00,-27.06,0.00,-26.35,0.00,-25.17,0.00,-222.63,1.00,1.69,0.67,163.93,1.00,239.61,0.50,0.05,0.00,0.09,1.00,0.30,1.00,0.02,0.00
+PYPL,"PayPal Holdings, Inc.",Financial Services,43.06%,5.17/12,0*1*12,25.62,0.50,14.26,0.33,5.17,0.33,52.38,0.00,-14.88,1.00,-0.57,1.00,156.79,1.00,129.10,0.00,4.42,0.00,0.14,1.00,-2.10,0.00,3.74,0.00
+ALGN,"Align Technology, Inc.",Healthcare,43.06%,5.17/12,0*2*12,59.67,1.00,11.52,0.33,7.32,0.33,11.56,1.00,-26.79,1.00,-1.24,1.00,99.81,0.00,118.39,0.00,-1.46,0.00,0.36,0.50,-91.74,0.00,1.14,0.00
+MRK,"Merck & Co., Inc.",Healthcare,43.06%,5.17/12,0*1*12,42.13,1.00,24.49,0.67,13.30,0.67,46.10,0.00,38.05,0.33,0.75,1.00,101.77,0.50,147.37,0.00,1.61,0.00,0.37,0.50,1.19,0.50,-0.39,0.00
+RMD,ResMed Inc.,Healthcare,43.06%,5.17/12,0*1*12,61.17,1.00,21.25,0.67,13.29,0.67,67.08,0.00,29.38,0.67,1.47,0.67,126.85,0.50,312.16,0.50,2.37,0.00,0.52,0.00,-9.06,0.00,0.46,0.50
+ADBE,Adobe Inc.,Technology,43.06%,5.17/12,0*0*12,55.47,1.00,27.97,0.67,18.23,1.00,77.52,0.00,-25.48,1.00,-0.55,1.00,107.79,0.50,134.34,0.00,16.37,0.00,0.77,0.00,3.42,0.00,2.83,0.00
+APH,Amphenol Corporation,Technology,43.06%,5.17/12,0*1*12,50.50,1.00,15.36,0.33,11.67,0.67,84.97,0.00,32.07,0.67,0.92,1.00,127.23,0.50,216.81,0.50,1.93,0.00,0.37,0.50,1.38,0.00,-0.48,0.00
+ADI,"Analog Devices, Inc.",Technology,43.06%,5.17/12,0*1*12,72.89,1.00,26.94,0.67,6.79,0.33,75.67,0.00,16.84,0.67,0.99,1.00,93.37,0.00,136.96,0.00,1.07,0.50,0.43,0.00,0.56,1.00,1.72,0.00
+AVGO,Broadcom Inc.,Technology,43.06%,5.17/12,0*1*12,32.92,1.00,39.31,1.00,19.33,1.00,181.98,0.00,104.39,0.00,1.35,0.67,118.45,0.50,281.53,0.50,0.54,0.50,1.04,0.00,2.09,0.00,1.57,0.00
+CDNS,"Cadence Design Systems, Inc.",Technology,43.06%,5.17/12,0*0*12,60.05,1.00,25.46,0.67,18.36,1.00,45.12,0.00,-14.38,1.00,-0.34,1.00,100.29,0.50,124.22,0.00,3.47,0.00,1.20,0.00,3.82,0.00,32.69,0.00
+ED,"Consolidated Edison, Inc.",Utilities,43.06%,5.17/12,0*0*12,31.90,1.00,17.18,0.33,3.80,0.00,1.93,1.00,110.02,0.00,3.50,0.33,72.06,0.00,101.16,0.00,0.38,1.00,0.35,0.50,1.86,0.00,0.22,1.00
+JPM,JPMorgan Chase & Co.,Financial Services,42.42%,4.67/11,1*1*12,8.46,0.00,20.70,0.67,1.28,0.00,16.05,1.00,106.92,0.00,27.02,0.00,16.65,0.00,,0.00,0.48,1.00,0.09,1.00,-0.26,0.00,0.27,1.00
+HIG,"The Hartford Financial Services Group, Inc.",Financial Services,42.42%,4.67/11,1*2*12,18.73,0.50,8.12,0.00,2.49,0.00,13.97,1.00,30.18,0.67,0.99,1.00,24.78,0.00,,0.00,-72.43,0.00,0.18,1.00,0.71,0.50,-1.39,0.00
+TRV,"The Travelers Companies, Inc.",Financial Services,42.42%,4.67/11,1*1*12,19.78,0.50,7.23,0.00,2.37,0.00,15.95,1.00,29.62,0.67,0.96,1.00,26.21,0.00,,0.00,2.36,0.00,0.10,1.00,0.69,0.50,-0.85,0.00
+UNH,UnitedHealth Group Incorporated,Healthcare,42.42%,4.67/11,1*1*12,34.50,1.00,6.02,0.00,8.18,0.33,0.00,1.00,34.85,0.67,1.01,0.67,62.55,0.00,,0.00,1.53,0.00,0.09,1.00,1.34,0.00,-0.02,0.00
+EXR,Extra Space Storage Inc.,Real Estate,42.42%,4.67/11,1*0*12,26.79,0.50,44.73,1.00,7.07,0.33,5.24,1.00,226.54,0.00,2.82,0.33,88.92,0.00,,0.00,0.86,0.50,0.79,0.00,0.23,1.00,1.10,0.00
+CTVA,"Corteva, Inc.",Basic Materials,41.67%,5.00/12,0*1*12,58.23,1.00,4.27,0.00,1.71,0.00,42.36,0.00,-1.01,1.00,-0.11,1.00,102.21,0.50,156.21,0.50,11.38,0.00,0.26,0.50,-37.65,0.00,0.78,0.50
+EMN,Eastman Chemical Company,Basic Materials,41.67%,5.00/12,0*1*12,37.30,1.00,9.71,0.00,6.11,0.33,66.80,0.00,78.69,0.00,1.95,0.67,87.52,0.00,135.13,0.00,0.38,1.00,0.14,1.00,0.39,1.00,-0.06,0.00
+BKNG,Booking Holdings Inc.,Consumer Cyclical,41.67%,5.00/12,0*2*12,10.97,0.50,17.89,0.33,12.06,0.67,100.90,0.00,5.10,1.00,0.02,1.00,154.75,1.00,186.43,0.50,-3.92,0.00,1.10,0.00,1.55,0.00,0.34,0.00
+BWA,BorgWarner Inc.,Consumer Cyclical,41.67%,5.00/12,0*1*12,40.32,1.00,4.40,0.00,4.32,0.00,51.70,0.00,38.54,0.33,1.05,0.67,115.77,0.50,165.04,0.50,1.23,0.00,0.04,1.00,0.31,1.00,-0.66,0.00
+GILD,"Gilead Sciences, Inc.",Healthcare,41.67%,5.00/12,0*2*12,36.62,1.00,20.89,0.67,9.12,0.33,36.55,0.00,-37.05,1.00,-1.05,1.00,49.81,0.00,145.87,0.00,0.06,1.00,0.97,0.00,-3.76,0.00,0.38,0.00
+CHRW,"C.H. Robinson Worldwide, Inc.",Industrials,41.67%,5.00/12,0*2*12,27.15,0.50,1.85,0.00,6.22,0.33,0.00,1.00,101.15,0.00,1.76,0.67,121.10,0.50,140.39,0.00,-2.70,0.00,0.06,1.00,0.53,1.00,0.09,0.00
+HWM,Howmet Aerospace Inc.,Industrials,41.67%,5.00/12,0*1*12,38.71,1.00,11.52,0.33,7.34,0.33,99.95,0.00,76.69,0.00,2.76,0.33,105.98,0.50,185.87,0.50,0.74,0.50,0.39,0.50,0.37,1.00,2.39,0.00
+WY,Weyerhaeuser Company,Real Estate,41.67%,5.00/12,0*0*12,60.27,1.00,10.93,0.33,4.94,0.00,0.00,1.00,38.15,0.33,2.08,0.33,104.33,0.50,293.53,0.50,11.30,0.00,2.20,0.00,6.15,0.00,0.37,1.00
+ANSS,"ANSYS, Inc.",Technology,41.67%,5.00/12,0*1*12,72.76,1.00,25.35,0.67,7.83,0.33,75.18,0.00,2.86,1.00,0.21,1.00,111.86,0.50,209.37,0.50,11.92,0.00,1.34,0.00,7.48,0.00,-6.36,0.00
+JNPR,"Juniper Networks, Inc.",Technology,41.67%,5.00/12,0*0*12,47.20,1.00,5.57,0.00,3.26,0.00,83.12,0.00,9.11,1.00,0.40,1.00,106.75,0.50,180.39,0.50,5.31,0.00,0.25,0.50,0.82,0.50,4.50,0.00
+MCHP,Microchip Technology Incorporated,Technology,41.67%,5.00/12,0*1*12,39.79,1.00,26.52,0.67,13.67,0.67,102.46,0.00,95.28,0.00,1.51,0.67,86.88,0.00,98.42,0.00,0.38,1.00,0.41,0.00,0.34,1.00,0.56,0.00
+TFC,Truist Financial Corporation,Financial Services,40.91%,4.50/11,1*1*12,10.90,0.50,24.69,0.67,1.13,0.00,44.64,0.00,71.39,0.00,3.71,0.33,18.68,0.00,,0.00,0.30,1.00,0.09,1.00,0.04,1.00,-0.18,0.00
+BXP,"Boston Properties, Inc.",Real Estate,40.91%,4.50/11,1*0*12,25.33,0.50,27.31,0.67,3.51,0.00,0.00,1.00,225.00,0.00,3.94,0.33,93.26,0.00,,0.00,0.73,0.50,2.80,0.00,0.21,1.00,0.81,0.50
+MTCH,"Match Group, Inc.",Communication Services,40.28%,4.83/12,0*1*12,-0.43,0.00,19.37,0.33,14.45,0.67,-11983.90,0.00,-15211.80,1.00,3.08,0.33,118.11,0.50,239.07,0.50,0.27,1.00,0.27,0.50,2.69,0.00,1.11,0.00
+NFLX,"Netflix, Inc.",Communication Services,40.28%,4.83/12,0*1*12,42.25,1.00,16.04,0.33,11.10,0.67,0.00,1.00,35.97,0.33,0.97,1.00,89.48,0.00,111.93,0.00,1.79,0.00,0.66,0.00,0.86,0.50,3.04,0.00
+RL,Ralph Lauren Corporation,Consumer Cyclical,40.28%,4.83/12,0*2*12,35.80,1.00,8.11,0.00,7.70,0.33,36.98,0.00,-3.77,1.00,-0.15,1.00,112.09,0.50,222.57,0.50,1.56,0.00,0.37,0.50,-1.55,0.00,-9.50,0.00
+HOLX,"Hologic, Inc.",Healthcare,40.28%,4.83/12,0*2*12,54.89,1.00,11.31,0.33,4.99,0.00,65.40,0.00,2.27,1.00,0.09,1.00,152.65,1.00,346.60,0.50,-1.62,0.00,1.01,0.00,2.21,0.00,-0.11,0.00
+MCK,McKesson Corporation,Healthcare,40.28%,4.83/12,0*1*12,-2.98,0.00,1.29,0.00,5.71,0.33,-535.65,0.00,-49.33,1.00,0.15,1.00,15.36,0.00,92.36,0.00,0.29,1.00,0.02,1.00,0.76,0.50,-0.16,0.00
+ZTS,Zoetis Inc.,Healthcare,40.28%,4.83/12,0*1*12,34.98,1.00,27.43,0.67,16.41,1.00,55.21,0.00,90.79,0.00,1.47,0.67,145.65,1.00,335.79,0.50,2.62,0.00,1.02,0.00,3.76,0.00,-0.45,0.00
+CSX,CSX Corporation,Industrials,40.28%,4.83/12,0*0*12,28.60,0.50,25.35,0.67,8.76,0.33,2.68,1.00,140.97,0.00,2.18,0.33,77.14,0.00,104.96,0.00,1.19,0.50,0.28,0.50,0.58,1.00,5.21,0.00
+CMI,Cummins Inc.,Industrials,40.28%,4.83/12,0*2*12,27.65,0.50,2.16,0.00,2.30,0.00,28.24,1.00,44.69,0.33,0.76,1.00,81.23,0.00,117.79,0.00,-2.08,0.00,0.05,1.00,0.41,1.00,-0.84,0.00
+IR,Ingersoll Rand Inc.,Industrials,40.28%,4.83/12,0*2*12,62.86,1.00,11.32,0.33,5.00,0.33,67.56,0.00,11.53,0.67,0.76,1.00,108.37,0.50,221.66,0.50,-0.12,0.00,0.24,0.50,1.42,0.00,2.16,0.00
+CSCO,"Cisco Systems, Inc.",Technology,40.28%,4.83/12,0*0*12,43.55,1.00,22.13,0.67,12.38,0.67,86.88,0.00,-40.03,1.00,-0.86,1.00,87.19,0.00,138.45,0.00,2.87,0.00,0.54,0.00,0.94,0.50,2.74,0.00
+VLTO,Veralto Corporation,Industrials,39.58%,3.17/8,4*0*12,24.29,0.50,16.71,0.33,14.74,0.67,183.15,0.00,135.00,0.00,1.84,0.67,110.83,0.50,163.87,0.50,,0.00,,0.00,,0.00,,0.00
+AFL,Aflac Incorporated,Financial Services,39.39%,4.33/11,1*2*12,15.29,0.50,23.08,0.67,3.35,0.00,0.00,1.00,16.68,0.67,0.87,1.00,21.47,0.00,,0.00,0.67,0.50,6.32,0.00,-2.23,0.00,-0.38,0.00
+RF,Regions Financial Corporation,Financial Services,39.39%,4.33/11,1*1*12,10.27,0.50,29.81,0.67,1.45,0.00,35.95,0.00,14.32,0.67,0.66,1.00,11.75,0.00,,0.00,0.65,0.50,0.50,0.00,0.58,1.00,-0.36,0.00
+ELV,"Elevance Health, Inc.",Healthcare,39.39%,4.33/11,1*1*12,36.08,1.00,3.49,0.00,5.50,0.33,0.00,1.00,47.31,0.33,1.99,0.67,61.08,0.00,,0.00,1.83,0.00,0.05,1.00,-2.20,0.00,1.43,0.00
+REG,Regency Centers Corporation,Real Estate,39.39%,4.33/11,1*0*12,56.59,1.00,27.57,0.67,2.93,0.00,2.38,1.00,57.86,0.33,4.02,0.33,92.63,0.00,,0.00,0.35,1.00,1.99,0.00,2.01,0.00,2.09,0.00
+CE,Celanese Corporation,Basic Materials,38.89%,4.67/12,0*1*12,21.46,0.50,19.58,0.33,7.21,0.33,126.70,0.00,233.65,0.00,5.58,0.00,96.69,0.00,162.51,0.50,0.25,1.00,0.09,1.00,0.55,1.00,0.01,0.00
+AZO,"AutoZone, Inc.",Consumer Cyclical,38.89%,4.67/12,0*1*12,-27.21,0.00,14.48,0.33,15.82,1.00,-6.96,0.00,-176.54,1.00,2.05,0.33,38.23,0.00,79.65,0.00,0.80,0.50,0.13,1.00,0.84,0.50,-0.14,0.00
+TJX,"The TJX Companies, Inc.",Consumer Cyclical,38.89%,4.67/12,0*0*12,22.45,0.50,7.00,0.00,12.34,0.67,1.52,1.00,-33.28,1.00,-0.38,1.00,58.03,0.00,120.87,0.00,9.20,0.00,0.30,0.50,7.24,0.00,5.05,0.00
+KR,The Kroger Co.,Consumer Defensive,38.89%,4.67/12,0*0*12,20.24,0.50,1.51,0.00,4.52,0.00,29.04,1.00,123.11,0.00,1.63,0.67,59.83,0.00,73.50,0.00,1.07,0.50,0.02,1.00,1.97,0.00,0.36,1.00
+GE,General Electric Company,Industrials,38.89%,4.67/12,0*1*12,16.79,0.50,13.95,0.33,5.81,0.33,48.89,0.00,-4.61,1.00,-0.19,1.00,45.61,0.00,117.54,0.00,0.91,0.50,-0.71,0.00,2.73,0.00,0.11,1.00
+HUBB,Hubbell Incorporated,Industrials,38.89%,4.67/12,0*1*12,41.61,1.00,14.14,0.33,10.99,0.67,88.06,0.00,62.28,0.00,1.71,0.67,103.23,0.50,163.76,0.50,0.85,0.50,0.26,0.50,1.40,0.00,-2.48,0.00
+FTNT,"Fortinet, Inc.",Technology,38.89%,4.67/12,0*1*12,-6.38,0.00,21.64,0.67,15.81,1.00,-0.00,1.00,312.49,0.00,-0.68,1.00,18.69,0.00,119.07,0.00,1.29,0.00,0.34,0.50,1.06,0.50,0.43,0.00
+EVRG,"Evergy, Inc.",Utilities,38.89%,4.67/12,0*0*12,32.16,1.00,12.85,0.33,2.55,0.00,24.64,1.00,127.14,0.00,3.04,0.33,70.28,0.00,52.72,0.00,4.33,0.00,0.49,0.00,0.29,1.00,0.38,1.00
+PNW,Pinnacle West Capital Corporation,Utilities,38.89%,4.67/12,0*1*12,26.62,0.50,11.18,0.33,2.13,0.00,0.00,1.00,134.37,0.00,2.76,0.33,65.75,0.00,99.34,0.00,-4.27,0.00,0.24,0.50,0.24,1.00,0.35,1.00
+COF,Capital One Financial Corporation,Financial Services,37.88%,4.17/11,1*0*12,11.55,0.50,19.18,0.33,1.62,0.00,28.10,1.00,90.97,0.00,3.24,0.33,20.89,0.00,,0.00,0.43,1.00,0.13,1.00,14.83,0.00,1.35,0.00
+HST,"Host Hotels & Resorts, Inc.",Real Estate,37.88%,4.17/11,1*3*12,54.69,1.00,12.90,0.33,5.16,0.33,0.00,1.00,49.90,0.33,1.74,0.67,100.28,0.50,,0.00,-1.90,0.00,-0.81,0.00,3.62,0.00,-0.73,0.00
+CMCSA,Comcast Corporation,Communication Services,37.50%,4.50/12,0*1*12,31.23,1.00,12.66,0.33,5.81,0.33,71.66,0.00,109.88,0.00,2.06,0.33,73.80,0.00,59.67,0.00,0.56,0.50,0.13,1.00,0.32,1.00,48.27,0.00
+IP,International Paper Company,Consumer Cyclical,37.50%,4.50/12,0*2*12,35.92,1.00,1.52,0.00,1.24,0.00,36.40,0.00,53.62,0.33,1.51,0.67,82.93,0.00,166.91,0.50,-3.55,0.00,0.09,1.00,-1.06,0.00,0.28,1.00
+LOW,"Lowe's Companies, Inc.",Consumer Cyclical,37.50%,4.50/12,0*1*12,-32.61,0.00,6.63,0.00,14.73,0.67,-2.18,0.00,-228.79,1.00,3.13,0.33,83.63,0.00,109.90,0.00,0.88,0.50,0.07,1.00,0.41,1.00,0.03,0.00
+COO,"The Cooper Companies, Inc.",Healthcare,37.50%,4.50/12,0*0*12,64.76,1.00,8.19,0.00,2.52,0.00,48.00,0.00,32.43,0.67,2.45,0.33,101.21,0.50,175.94,0.50,8.98,0.00,0.38,0.50,2.43,0.00,0.04,1.00
+TT,Trane Technologies plc,Industrials,37.50%,4.50/12,0*1*12,36.07,1.00,11.45,0.33,10.44,0.67,87.14,0.00,52.67,0.33,1.37,0.67,87.63,0.00,113.49,0.00,0.86,0.50,0.25,0.50,1.07,0.50,-3.85,0.00
+ACN,Accenture plc,Technology,37.50%,4.50/12,0*1*12,50.14,1.00,10.72,0.33,13.41,0.67,60.61,0.00,-34.65,1.00,-0.89,1.00,92.36,0.00,129.83,0.00,3.14,0.00,0.27,0.50,4.80,0.00,-52.12,0.00
+AIZ,"Assurant, Inc.",Financial Services,36.36%,4.00/11,1*1*12,14.30,0.50,5.76,0.00,1.91,0.00,54.24,0.00,8.69,1.00,0.31,1.00,21.42,0.00,,0.00,0.80,0.50,0.09,1.00,9.15,0.00,-0.46,0.00
+CFG,"Citizens Financial Group, Inc.",Financial Services,36.36%,4.00/11,1*1*12,10.97,0.50,13.19,0.33,0.72,0.00,33.64,0.00,39.77,0.33,3.09,0.33,15.12,0.00,,0.00,0.78,0.50,0.09,1.00,0.04,1.00,-0.50,0.00
+MET,"MetLife, Inc.",Financial Services,36.36%,4.00/11,1*2*12,4.37,0.00,2.36,0.00,0.23,0.00,30.77,0.00,-6.03,1.00,-0.13,1.00,7.31,0.00,,0.00,-1.09,0.00,0.12,1.00,0.28,1.00,-0.09,0.00
+ALL,The Allstate Corporation,Financial Services,36.36%,4.00/11,1*2*12,17.85,0.50,-2.51,0.00,-1.32,0.00,20.03,1.00,41.33,0.33,1.30,0.67,26.17,0.00,,0.00,0.20,0.00,0.06,1.00,1.18,0.50,-0.30,0.00
+MAA,"Mid-America Apartment Communities, Inc.",Real Estate,36.36%,4.00/11,1*0*12,53.23,1.00,25.73,0.67,4.81,0.00,0.00,1.00,73.59,0.00,2.37,0.33,93.70,0.00,,0.00,0.97,0.50,0.93,0.00,0.65,0.50,7.13,0.00
+LVS,Las Vegas Sands Corp.,Consumer Cyclical,36.11%,4.33/12,0*2*12,18.91,0.50,11.77,0.33,5.61,0.33,2.50,1.00,216.71,0.00,1.99,0.67,101.54,0.50,130.64,0.00,-0.18,0.00,0.08,1.00,-0.02,0.00,1.79,0.00
+PODD,Insulet Corporation,Healthcare,36.11%,4.33/12,0*2*12,21.16,0.50,0.35,0.00,0.20,0.00,10.85,1.00,163.39,0.00,2.82,0.33,197.49,1.00,360.30,0.50,-99.46,0.00,0.60,0.00,-18.80,0.00,0.27,1.00
+PNR,Pentair plc,Industrials,36.11%,4.33/12,0*1*12,49.02,1.00,15.17,0.33,9.49,0.33,101.79,0.00,56.51,0.33,2.62,0.33,104.23,0.50,165.23,0.50,0.98,0.50,0.28,0.50,5.60,0.00,-0.52,0.00
+NTAP,"NetApp, Inc.",Technology,36.11%,4.33/12,0*1*12,11.80,0.50,20.03,0.67,12.98,0.67,238.05,0.00,-58.76,1.00,-0.51,1.00,69.05,0.00,134.99,0.00,0.83,0.50,0.43,0.00,2.45,0.00,-1.96,0.00
+SNPS,"Synopsys, Inc.",Technology,36.11%,4.33/12,0*0*12,59.49,1.00,21.05,0.67,11.90,0.67,66.21,0.00,-25.58,1.00,-0.72,1.00,89.32,0.00,114.91,0.00,2.98,0.00,0.86,0.00,2.17,0.00,4.99,0.00
+EIX,Edison International,Utilities,36.11%,4.33/12,0*1*12,20.02,0.50,4.79,0.00,1.06,0.00,0.00,1.00,196.79,0.00,3.42,0.33,60.09,0.00,68.33,0.00,-1.73,0.00,0.15,1.00,0.12,1.00,0.45,0.50
+BX,Blackstone Inc.,Financial Services,34.85%,3.83/11,1*1*12,18.00,0.50,20.52,0.67,4.11,0.00,24.69,1.00,103.84,0.00,1.21,0.67,60.16,0.00,,0.00,-7.48,0.00,3.41,0.00,0.30,1.00,4.81,0.00
+DOW,Dow Inc.,Basic Materials,34.72%,4.17/12,0*1*12,32.10,1.00,1.32,0.00,1.02,0.00,46.44,0.00,65.02,0.00,1.60,0.67,83.05,0.00,176.90,0.50,-3.31,0.00,0.12,1.00,2.29,0.00,0.02,1.00
+VMC,Vulcan Materials Company,Basic Materials,34.72%,4.17/12,0*0*12,51.45,1.00,11.99,0.33,6.42,0.33,47.19,0.00,39.38,0.33,1.22,0.67,94.51,0.00,316.56,0.50,2.17,0.00,0.26,0.50,0.75,0.50,1.06,0.00
+TMUS,"T-Mobile US, Inc.",Communication Services,34.72%,4.17/12,0*1*12,31.16,1.00,10.59,0.33,4.00,0.00,18.90,1.00,117.68,0.00,2.59,0.33,74.80,0.00,90.86,0.00,0.56,0.50,0.40,0.00,0.42,1.00,-0.32,0.00
+TSCO,Tractor Supply Company,Consumer Cyclical,34.72%,4.17/12,0*0*12,23.48,0.50,7.61,0.00,12.09,0.67,0.00,1.00,63.57,0.00,0.65,1.00,66.36,0.00,149.92,0.00,1.38,0.00,0.13,1.00,1.23,0.00,5.10,0.00
+EBAY,eBay Inc.,Consumer Cyclical,34.72%,4.17/12,0*2*12,24.71,0.50,-12.96,0.00,-6.09,0.00,82.71,0.00,27.87,0.67,0.53,1.00,111.37,0.50,217.51,0.50,0.09,0.00,0.13,1.00,3.03,0.00,-0.14,0.00
+WMT,Walmart Inc.,Consumer Defensive,34.72%,4.17/12,0*0*12,33.23,1.00,2.39,0.00,6.15,0.33,33.52,0.00,44.15,0.33,0.66,1.00,71.62,0.00,83.19,0.00,4.65,0.00,0.11,1.00,0.97,0.50,2.06,0.00
+KMI,"Kinder Morgan, Inc.",Energy,34.72%,4.17/12,0*1*12,42.67,1.00,15.59,0.33,3.37,0.00,66.39,0.00,105.70,0.00,3.64,0.33,85.24,0.00,35.20,0.00,0.09,1.00,0.24,0.50,0.34,1.00,-1.66,0.00
+TRGP,Targa Resources Corp.,Energy,34.72%,4.17/12,0*2*12,13.25,0.50,8.38,0.00,6.51,0.33,1.65,1.00,467.65,0.00,2.29,0.33,81.58,0.00,79.49,0.00,-0.08,0.00,0.05,1.00,0.13,1.00,-1.62,0.00
+HCA,"HCA Healthcare, Inc.",Healthcare,34.72%,4.17/12,0*1*12,-3.16,0.00,8.07,0.00,9.33,0.33,-560.60,0.00,-2179.14,1.00,2.73,0.33,85.74,0.00,117.95,0.00,0.73,0.50,0.07,1.00,0.40,1.00,-0.30,0.00
+HSIC,"Henry Schein, Inc.",Healthcare,34.72%,4.17/12,0*2*12,40.04,1.00,4.25,0.00,6.25,0.33,83.95,0.00,29.95,0.67,1.48,0.67,97.12,0.00,179.32,0.50,-3.33,0.00,0.07,1.00,41.23,0.00,933.87,0.00
+GNRC,Generac Holdings Inc.,Industrials,34.72%,4.17/12,0*2*12,43.67,1.00,8.75,0.00,7.73,0.33,62.06,0.00,57.50,0.33,8.97,0.00,121.40,0.50,219.99,0.50,1.04,0.50,0.06,1.00,-1.89,0.00,-42.39,0.00
+AAPL,Apple Inc.,Technology,34.72%,4.17/12,0*0*12,17.63,0.50,25.31,0.67,27.51,1.00,0.00,1.00,81.35,0.00,0.42,1.00,75.73,0.00,98.80,0.00,1.29,0.00,0.49,0.00,1.59,0.00,36.09,0.00
+FFIV,"F5, Inc.",Technology,34.72%,4.17/12,0*0*12,53.35,1.00,14.04,0.33,7.53,0.33,81.73,0.00,-28.69,1.00,-1.14,1.00,82.37,0.00,125.53,0.00,2.77,0.00,0.53,0.00,35.38,0.00,0.83,0.50
+LNT,Alliant Energy Corporation,Utilities,34.72%,4.17/12,0*0*12,31.91,1.00,17.46,0.33,3.31,0.00,0.00,1.00,139.40,0.00,3.64,0.33,75.14,0.00,55.21,0.00,5.50,0.00,0.64,0.00,0.39,1.00,0.46,0.50
+AEE,Ameren Corporation,Utilities,34.72%,4.17/12,0*0*12,27.72,0.50,13.50,0.33,2.83,0.00,3.91,1.00,141.27,0.00,2.63,0.33,68.66,0.00,79.26,0.00,2.49,0.00,0.28,0.50,0.68,0.50,0.24,1.00
+AEP,"American Electric Power Company, Inc.",Utilities,34.72%,4.17/12,0*0*12,25.63,0.50,11.75,0.33,2.47,0.00,0.22,1.00,167.99,0.00,3.33,0.33,67.25,0.00,51.07,0.00,3.68,0.00,0.32,0.50,0.95,0.50,0.32,1.00
+CMS,CMS Energy Corporation,Utilities,34.72%,4.17/12,0*0*12,22.51,0.50,11.89,0.33,2.65,0.00,0.00,1.00,191.42,0.00,3.06,0.33,72.08,0.00,98.07,0.00,3.91,0.00,0.50,0.00,0.41,1.00,0.21,1.00
+WEC,"WEC Energy Group, Inc.",Utilities,34.72%,4.17/12,0*0*12,26.75,0.50,14.99,0.33,3.03,0.00,25.97,1.00,159.55,0.00,3.26,0.33,66.27,0.00,54.66,0.00,5.23,0.00,0.39,0.50,0.47,1.00,0.53,0.50
+DD,"DuPont de Nemours, Inc.",Basic Materials,33.33%,4.00/12,0*3*12,62.98,1.00,3.51,0.00,1.10,0.00,68.87,0.00,22.27,0.67,2.13,0.33,103.35,0.50,242.54,0.50,-0.43,0.00,0.11,1.00,-1.80,0.00,-0.46,0.00
+LYV,"Live Nation Entertainment, Inc.",Communication Services,33.33%,4.00/12,0*1*12,-2.23,0.00,1.77,0.00,1.80,0.00,-688.14,0.00,-80.81,1.00,0.14,1.00,59.22,0.00,98.27,0.00,1.27,0.00,0.13,1.00,0.29,1.00,-0.21,0.00
+HLT,Hilton Worldwide Holdings Inc.,Consumer Cyclical,33.33%,4.00/12,0*2*12,-15.32,0.00,11.15,0.33,7.41,0.33,-214.07,0.00,-355.76,1.00,3.83,0.33,53.16,0.00,70.23,0.00,-0.20,0.00,0.13,1.00,0.52,1.00,-0.62,0.00
+ORLY,"O'Reilly Automotive, Inc.",Consumer Cyclical,33.33%,4.00/12,0*1*12,-12.54,0.00,14.84,0.33,16.91,1.00,-51.61,0.00,-304.21,1.00,1.31,0.67,46.07,0.00,72.55,0.00,1.53,0.00,0.22,0.50,1.11,0.50,-0.40,0.00
+ROL,"Rollins, Inc.",Consumer Cyclical,33.33%,4.00/12,0*1*12,44.52,1.00,14.15,0.33,16.76,1.00,92.62,0.00,33.49,0.67,0.69,1.00,75.22,0.00,70.51,0.00,2.50,0.00,0.50,0.00,4.75,0.00,-0.81,0.00
+HSY,The Hershey Company,Consumer Defensive,33.33%,4.00/12,0*1*12,30.14,1.00,15.79,0.33,15.02,1.00,79.01,0.00,131.15,0.00,1.52,0.67,79.77,0.00,80.45,0.00,1.78,0.00,0.38,0.50,1.18,0.50,10.64,0.00
+BKR,Baker Hughes Company,Energy,33.33%,4.00/12,0*3*12,41.60,1.00,7.62,0.00,5.26,0.33,39.93,0.00,18.10,0.67,0.65,1.00,102.89,0.50,125.48,0.00,-0.10,0.00,-0.31,0.00,0.62,0.50,-0.26,0.00
+AIG,"American International Group, Inc.",Financial Services,33.33%,3.67/11,1*2*12,8.41,0.00,7.81,0.00,0.68,0.00,0.00,1.00,44.61,0.33,3.24,0.33,12.56,0.00,,0.00,-0.07,0.00,0.10,1.00,0.08,1.00,-0.21,0.00
+AMP,"Ameriprise Financial, Inc.",Financial Services,33.33%,3.67/11,1*0*12,2.39,0.00,21.97,0.67,1.98,0.00,0.00,1.00,764.21,0.00,6.33,0.00,6.60,0.00,,0.00,0.53,0.50,0.31,0.50,0.31,1.00,52.48,0.00
+BAC,Bank of America Corporation,Financial Services,33.33%,3.67/11,1*1*12,8.95,0.00,23.93,0.67,0.90,0.00,25.26,1.00,100.77,0.00,-43.51,1.00,17.46,0.00,,0.00,2.82,0.00,0.62,0.00,0.29,0.00,0.28,1.00
+CB,Chubb Limited,Financial Services,33.33%,3.67/11,1*1*12,25.38,0.50,12.17,0.33,2.64,0.00,32.12,0.00,26.08,0.67,1.17,0.67,33.11,0.00,,0.00,2.28,0.00,0.22,0.50,0.38,1.00,-1.42,0.00
+FDS,FactSet Research Systems Inc.,Financial Services,33.33%,4.00/12,0*1*12,40.88,1.00,22.45,0.67,11.81,0.67,62.02,0.00,71.30,0.00,1.64,0.67,101.25,0.50,159.04,0.50,4.72,0.00,0.71,0.00,3.75,0.00,0.04,0.00
+BAX,Baxter International Inc.,Healthcare,33.33%,4.00/12,0*2*12,29.71,0.50,17.93,0.33,9.39,0.33,77.53,0.00,126.21,0.00,4.39,0.33,104.58,0.50,147.62,0.00,0.23,1.00,0.18,1.00,-3.80,0.00,0.02,0.00
+CAH,"Cardinal Health, Inc.",Healthcare,33.33%,4.00/12,0*2*12,-6.57,0.00,0.13,0.00,0.60,0.00,-161.61,0.00,-23.07,1.00,0.20,1.00,11.03,0.00,100.38,0.00,-0.70,0.00,0.01,1.00,0.43,1.00,-0.92,0.00
+CARR,Carrier Global Corporation,Industrials,33.33%,4.00/12,0*2*12,26.44,0.50,6.10,0.00,4.11,0.00,92.07,0.00,49.30,0.33,1.47,0.67,163.22,1.00,272.53,0.50,-3.04,0.00,0.22,0.50,1.06,0.50,2.28,0.00
+CTAS,Cintas Corporation,Industrials,33.33%,4.00/12,0*1*12,45.21,1.00,15.29,0.33,15.77,1.00,79.09,0.00,61.14,0.00,1.22,0.67,113.24,0.50,238.89,0.50,2.88,0.00,0.87,0.00,3.68,0.00,-0.79,0.00
+ROK,"Rockwell Automation, Inc.",Industrials,33.33%,4.00/12,0*1*12,31.51,1.00,15.32,0.33,12.27,0.67,99.09,0.00,53.17,0.33,1.23,0.67,100.49,0.50,145.92,0.00,2.08,0.00,0.27,0.50,2.62,0.00,4.35,0.00
+ARE,"Alexandria Real Estate Equities, Inc.",Real Estate,33.33%,3.67/11,1*2*12,50.23,1.00,3.49,0.00,0.28,0.00,0.00,1.00,57.91,0.33,2.01,0.33,82.41,0.00,,0.00,-3.77,0.00,0.89,0.00,-0.80,0.00,0.14,1.00
+AVB,"AvalonBay Communities, Inc.",Real Estate,33.33%,3.67/11,1*0*12,55.01,1.00,43.83,1.00,5.56,0.33,0.00,1.00,68.63,0.00,2.53,0.33,99.96,0.00,,0.00,1.64,0.00,2.45,0.00,5.36,0.00,2.27,0.00
+CBRE,"CBRE Group, Inc.",Real Estate,33.33%,4.00/12,0*2*12,36.66,1.00,3.09,0.00,4.37,0.00,0.00,1.00,26.97,0.67,2.84,0.33,82.95,0.00,114.98,0.00,2.21,0.00,0.06,1.00,-1.41,0.00,-1.80,0.00
+AMD,"Advanced Micro Devices, Inc.",Technology,33.33%,4.00/12,0*1*12,82.33,1.00,3.77,0.00,1.26,0.00,43.41,0.00,-5.91,1.00,-1.49,1.00,112.70,0.50,250.68,0.50,-9.03,0.00,0.61,0.00,18.94,0.00,2.09,0.00
+FICO,Fair Isaac Corporation,Technology,33.33%,4.00/12,0*1*12,-43.67,0.00,28.37,0.67,27.26,1.00,-112.40,0.00,-250.71,1.00,3.60,0.33,110.29,0.50,151.34,0.50,2.57,0.00,1.88,0.00,4.98,0.00,-0.42,0.00
+FTV,Fortive Corporation,Technology,33.33%,4.00/12,0*3*12,61.02,1.00,14.27,0.33,5.12,0.33,88.40,0.00,17.03,0.67,1.20,0.67,101.33,0.50,156.87,0.50,-1.73,0.00,0.61,0.00,-8.59,0.00,-3.86,0.00
+VRSN,"VeriSign, Inc.",Technology,33.33%,4.00/12,0*1*12,-90.39,0.00,54.76,1.00,46.75,1.00,-3.32,0.00,-54.64,1.00,0.96,1.00,27.50,0.00,83.16,0.00,6.06,0.00,1.35,0.00,2.37,0.00,-1.46,0.00
+BBWI,"Bath & Body Works, Inc.",Consumer Cyclical,31.94%,3.83/12,0*2*12,-40.15,0.00,10.58,0.33,14.56,0.67,-28.47,0.00,-164.55,1.00,2.47,0.33,82.28,0.00,164.32,0.50,-0.05,0.00,0.07,1.00,4.22,0.00,-0.27,0.00
+BBY,"Best Buy Co., Inc.",Consumer Cyclical,31.94%,3.83/12,0*2*12,17.69,0.50,3.06,0.00,8.98,0.33,49.48,0.00,-24.97,1.00,-0.25,1.00,56.49,0.00,98.03,0.00,4.21,0.00,0.05,1.00,-8.32,0.00,-1.09,0.00
+DRI,"Darden Restaurants, Inc.",Consumer Cyclical,31.94%,3.83/12,0*2*12,21.50,0.50,9.36,0.00,9.59,0.33,47.12,0.00,77.37,0.00,0.80,1.00,46.07,0.00,51.50,0.00,-0.05,0.00,0.14,1.00,0.38,1.00,-7.54,0.00
+F,Ford Motor Company,Consumer Cyclical,31.94%,3.83/12,0*2*12,15.65,0.50,2.47,0.00,1.59,0.00,1.60,1.00,254.97,0.00,4.71,0.33,93.75,0.00,119.65,0.00,-0.05,0.00,0.03,1.00,-0.25,0.00,0.11,1.00
+MAR,"Marriott International, Inc.",Consumer Cyclical,31.94%,3.83/12,0*2*12,-2.66,0.00,13.00,0.33,12.01,0.67,-1302.93,0.00,-1691.35,1.00,3.18,0.33,47.57,0.00,42.66,0.00,-0.07,0.00,0.08,1.00,0.61,0.50,-0.66,0.00
+BF.B,Brown-Forman Corporation,Consumer Defensive,31.94%,3.83/12,0*2*12,42.02,1.00,18.52,0.33,10.07,0.67,44.58,0.00,77.69,0.00,3.09,0.33,149.55,1.00,350.65,0.50,-18.83,0.00,0.84,0.00,-38.58,0.00,12.63,0.00
+PWR,"Quanta Services, Inc.",Industrials,31.94%,3.83/12,0*1*12,39.98,1.00,2.88,0.00,3.65,0.00,66.63,0.00,61.33,0.00,2.12,0.33,114.48,0.50,162.53,0.50,9.10,0.00,0.15,1.00,0.77,0.50,-2.20,0.00
+INTU,Intuit Inc.,Technology,31.94%,3.83/12,0*1*12,62.16,1.00,16.59,0.33,8.58,0.33,79.80,0.00,14.23,0.67,0.46,1.00,105.25,0.50,146.62,0.00,11.32,0.00,0.63,0.00,1.40,0.00,0.33,0.00
+QRVO,"Qorvo, Inc.",Technology,31.94%,3.83/12,0*2*12,58.32,1.00,2.89,0.00,1.54,0.00,70.74,0.00,31.75,0.67,1.24,0.67,127.64,0.50,365.23,0.50,-3.70,0.00,0.36,0.50,6.83,0.00,-2.66,0.00
+CEG,Constellation Energy Corporation,Utilities,31.94%,3.83/12,0*3*12,23.49,0.50,-0.65,0.00,-0.34,0.00,0.00,1.00,48.52,0.33,-8.05,1.00,41.24,0.00,119.40,0.00,1.76,0.00,0.20,1.00,0.43,0.00,-0.60,0.00
+EQR,Equity Residential,Real Estate,31.82%,3.50/11,1*1*12,55.33,1.00,29.07,0.67,4.17,0.00,0.00,1.00,66.82,0.00,3.28,0.33,90.75,0.00,,0.00,-7.58,0.00,2.59,0.00,1.11,0.50,1.96,0.00
+FRT,Federal Realty Investment Trust,Real Estate,31.82%,3.50/11,1*1*12,35.13,1.00,20.93,0.67,2.81,0.00,0.00,1.00,147.16,0.00,4.70,0.33,97.99,0.00,,0.00,1.92,0.00,0.96,0.00,-9.15,0.00,0.79,0.50
+EA,Electronic Arts Inc.,Communication Services,30.56%,3.67/12,0*3*12,54.19,1.00,10.80,0.33,5.96,0.33,73.77,0.00,-12.16,1.00,-0.50,1.00,96.66,0.00,120.82,0.00,-1.40,0.00,0.43,0.00,-15.17,0.00,-0.81,0.00
+NWSA,News Corporation,Communication Services,30.56%,3.67/12,0*2*12,47.66,1.00,1.51,0.00,0.88,0.00,63.74,0.00,14.06,0.67,0.71,1.00,85.51,0.00,128.06,0.00,-0.67,0.00,0.37,0.50,0.91,0.50,-0.94,0.00
+NWS,News Corporation,Communication Services,30.56%,3.67/12,0*2*12,47.66,1.00,1.51,0.00,0.88,0.00,63.74,0.00,14.06,0.67,0.71,1.00,85.51,0.00,128.06,0.00,-0.70,0.00,0.39,0.50,0.95,0.50,-0.98,0.00
+OMC,Omnicom Group Inc.,Communication Services,30.56%,3.67/12,0*2*12,12.89,0.50,9.47,0.00,4.96,0.00,278.80,0.00,33.69,0.67,0.81,1.00,67.18,0.00,94.70,0.00,0.74,0.50,0.18,1.00,-3.53,0.00,-0.90,0.00
+HRL,Hormel Foods Corporation,Consumer Defensive,30.56%,3.67/12,0*3*12,57.51,1.00,6.55,0.00,5.90,0.33,63.72,0.00,33.05,0.67,1.94,0.67,99.43,0.00,142.63,0.00,-4.17,0.00,0.17,1.00,-2.66,0.00,-0.55,0.00
+SYY,Sysco Corporation,Consumer Defensive,30.56%,3.67/12,0*1*12,8.80,0.00,2.32,0.00,7.76,0.33,231.29,0.00,481.19,0.00,2.64,0.33,101.18,0.50,124.21,0.00,0.22,1.00,0.04,1.00,0.67,0.50,-7.14,0.00
+WMB,"The Williams Companies, Inc.",Energy,30.56%,3.67/12,0*1*12,23.71,0.50,18.69,0.33,4.23,0.00,0.00,1.00,198.10,0.00,3.17,0.33,74.85,0.00,77.65,0.00,0.60,0.50,0.38,0.50,0.84,0.50,-1.15,0.00
+RVTY,"Revvity, Inc.",Healthcare,30.56%,3.67/12,0*4*12,58.04,1.00,25.20,0.67,5.11,0.33,82.99,0.00,29.17,0.67,13.30,0.00,104.61,0.50,206.91,0.50,-3.86,0.00,-0.36,0.00,-1.61,0.00,-0.61,0.00
+UHS,"Universal Health Services, Inc.",Healthcare,30.56%,3.67/12,0*0*12,43.88,1.00,5.04,0.00,5.01,0.33,66.03,0.00,79.47,0.00,2.72,0.33,97.17,0.00,132.54,0.00,28.66,0.00,0.07,1.00,13.99,0.00,0.39,1.00
+JCI,Johnson Controls International plc,Industrials,30.56%,3.67/12,0*1*12,39.17,1.00,6.90,0.00,4.38,0.00,108.41,0.00,48.43,0.33,2.90,0.33,77.33,0.00,96.87,0.00,0.45,1.00,0.17,1.00,4.08,0.00,-1.31,0.00
+AKAM,"Akamai Technologies, Inc.",Technology,30.56%,3.67/12,0*1*12,46.44,1.00,14.37,0.33,5.53,0.33,62.01,0.00,58.16,0.33,1.22,0.67,100.50,0.50,215.88,0.50,15.52,0.00,0.50,0.00,1.23,0.00,-0.77,0.00
+JKHY,"Jack Henry & Associates, Inc.",Technology,30.56%,3.67/12,0*2*12,57.99,1.00,17.65,0.33,13.22,0.67,50.03,0.00,16.34,0.67,0.45,1.00,87.77,0.00,119.90,0.00,3.76,0.00,0.69,0.00,-6.14,0.00,-3.15,0.00
+NI,NiSource Inc.,Utilities,30.56%,3.67/12,0*1*12,28.33,0.50,13.74,0.33,3.01,0.00,19.61,1.00,148.83,0.00,3.00,0.33,70.80,0.00,55.45,0.00,0.53,0.50,1.34,0.00,-33.95,0.00,0.22,1.00
+SRE,Sempra,Utilities,30.56%,3.67/12,0*2*12,34.53,1.00,14.81,0.33,2.72,0.00,5.90,1.00,105.21,0.00,3.97,0.33,71.13,0.00,59.72,0.00,-6.32,0.00,0.41,0.00,-1.34,0.00,0.20,1.00
+SO,The Southern Company,Utilities,30.56%,3.67/12,0*0*12,22.57,0.50,15.74,0.33,2.85,0.00,16.41,1.00,194.80,0.00,3.68,0.33,68.78,0.00,77.46,0.00,2.23,0.00,0.39,0.50,0.78,0.50,0.58,0.50
+XEL,Xcel Energy Inc.,Utilities,30.56%,3.67/12,0*0*12,27.25,0.50,11.34,0.33,2.84,0.00,0.00,1.00,148.33,0.00,2.89,0.33,70.58,0.00,84.63,0.00,2.88,0.00,0.26,0.50,1.27,0.00,0.31,1.00
+FITB,Fifth Third Bancorp,Financial Services,30.30%,3.33/11,1*2*12,8.35,0.00,26.15,0.67,1.18,0.00,28.37,1.00,79.03,0.00,1.96,0.67,14.95,0.00,,0.00,28.25,0.00,-8.29,0.00,0.06,1.00,-0.19,0.00
+GL,Globe Life Inc.,Financial Services,30.30%,3.33/11,1*1*12,15.23,0.50,17.11,0.33,3.45,0.00,12.20,1.00,50.25,0.33,1.37,0.67,22.09,0.00,,0.00,1.45,0.00,0.27,0.50,1.77,0.00,-0.20,0.00
+GS,"The Goldman Sachs Group, Inc.",Financial Services,30.30%,3.33/11,1*1*12,8.13,0.00,16.39,0.33,0.78,0.00,5.44,1.00,518.79,0.00,48.81,0.00,35.00,0.00,,0.00,1.01,0.50,0.21,0.50,-0.39,0.00,0.12,1.00
+PNC,"The PNC Financial Services Group, Inc.",Financial Services,30.30%,3.33/11,1*1*12,8.21,0.00,25.66,0.67,1.08,0.00,24.00,1.00,58.19,0.33,2.93,0.33,12.99,0.00,,0.00,1.47,0.00,0.35,0.50,0.66,0.50,-0.46,0.00
+PGR,The Progressive Corporation,Financial Services,30.30%,3.33/11,1*1*12,21.06,0.50,1.46,0.00,0.96,0.00,1.43,1.00,38.92,0.33,0.87,1.00,29.60,0.00,,0.00,-3.53,0.00,0.27,0.50,6.16,0.00,1.14,0.00
+USB,U.S. Bancorp,Financial Services,30.30%,3.33/11,1*2*12,7.52,0.00,21.26,0.67,0.86,0.00,24.37,1.00,75.50,0.00,1.81,0.67,13.20,0.00,,0.00,-1.99,0.00,14.33,0.00,0.05,1.00,-0.29,0.00
+HUM,Humana Inc.,Healthcare,30.30%,3.33/11,1*3*12,34.55,1.00,2.34,0.00,5.29,0.33,58.73,0.00,42.81,0.33,1.40,0.67,62.48,0.00,,0.00,-2.26,0.00,0.03,1.00,-1.23,0.00,-0.56,0.00
+MGM,MGM Resorts International,Consumer Cyclical,29.17%,3.50/12,0*2*12,10.57,0.50,11.22,0.33,3.22,0.00,104.09,0.00,61.43,0.00,1.19,0.67,32.91,0.00,180.58,0.50,-7.05,0.00,0.12,1.00,0.71,0.50,0.04,0.00
+DG,Dollar General Corporation,Consumer Defensive,29.17%,3.50/12,0*1*12,19.05,0.50,6.38,0.00,8.31,0.33,78.29,0.00,119.60,0.00,1.87,0.67,58.37,0.00,128.76,0.00,0.73,0.50,0.05,1.00,0.83,0.50,-104.84,0.00
+TAP,Molson Coors Beverage Company,Consumer Defensive,29.17%,3.50/12,0*2*12,50.03,1.00,8.11,0.00,3.60,0.00,40.36,0.00,40.58,0.33,1.95,0.67,78.67,0.00,69.60,0.00,-0.07,0.00,0.16,1.00,0.67,0.50,0.21,0.00
+TGT,Target Corporation,Consumer Defensive,29.17%,3.50/12,0*1*12,21.06,0.50,2.55,0.00,5.21,0.33,5.62,1.00,123.84,0.00,1.46,0.67,76.76,0.00,91.52,0.00,-10.07,0.00,0.04,1.00,7.12,0.00,4.91,0.00
+CME,CME Group Inc.,Financial Services,29.17%,3.50/12,0*1*12,15.43,0.50,37.28,1.00,1.54,0.00,39.00,0.00,2.60,1.00,0.22,1.00,86.53,0.00,101.01,0.00,3.46,0.00,1.14,0.00,10.12,0.00,1.15,0.00
+MA,Mastercard Incorporated,Financial Services,29.17%,3.50/12,0*1*12,16.32,0.50,44.61,1.00,26.37,1.00,110.55,0.00,93.82,0.00,0.50,1.00,90.57,0.00,116.58,0.00,1.70,0.00,0.85,0.00,1.62,0.00,-0.60,0.00
+MCO,Moody's Corporation,Financial Services,29.17%,3.50/12,0*2*12,22.69,0.50,27.16,0.67,10.99,0.67,179.51,0.00,144.91,0.00,1.99,0.67,100.37,0.50,173.64,0.50,-16.81,0.00,2.76,0.00,8.32,0.00,394.90,0.00
+CTLT,"Catalent, Inc.",Healthcare,29.17%,3.50/12,0*2*12,42.79,1.00,-6.01,0.00,-2.38,0.00,65.91,0.00,99.09,0.00,5.50,0.00,110.38,0.50,175.95,0.50,0.20,0.00,0.32,0.50,-2.07,0.00,0.33,1.00
+CRL,"Charles River Laboratories International, Inc.",Healthcare,29.17%,3.50/12,0*1*12,43.89,1.00,11.49,0.33,5.79,0.33,86.05,0.00,66.05,0.00,2.37,0.33,94.80,0.00,152.47,0.50,3.27,0.00,0.28,0.50,1.15,0.50,3.46,0.00
+DHR,Danaher Corporation,Healthcare,29.17%,3.50/12,0*1*12,63.31,1.00,19.94,0.33,5.64,0.33,77.79,0.00,23.44,0.67,1.47,0.67,99.49,0.00,168.44,0.50,4.90,0.00,7.52,0.00,3.92,0.00,1.02,0.00
+ILMN,"Illumina, Inc.",Healthcare,29.17%,3.50/12,0*3*12,56.82,1.00,-25.78,0.00,-11.48,0.00,44.30,0.00,7.57,1.00,0.91,1.00,96.43,0.00,166.18,0.50,0.09,0.00,0.59,0.00,-1.60,0.00,-1.76,0.00
+ZBH,"Zimmer Biomet Holdings, Inc.",Healthcare,29.17%,3.50/12,0*2*12,58.09,1.00,13.85,0.33,4.76,0.00,70.62,0.00,42.86,0.33,2.36,0.33,102.77,0.50,161.31,0.50,-0.09,0.00,0.57,0.00,0.90,0.50,0.64,0.00
+AME,"AMETEK, Inc.",Industrials,29.17%,3.50/12,0*1*12,60.14,1.00,18.85,0.33,9.33,0.33,71.86,0.00,27.28,0.67,1.58,0.67,97.30,0.00,161.62,0.50,3.36,0.00,1.10,0.00,17.43,0.00,3.21,0.00
+NDSN,Nordson Corporation,Industrials,29.17%,3.50/12,0*1*12,49.47,1.00,18.55,0.33,9.28,0.33,107.16,0.00,63.05,0.00,2.42,0.33,105.19,0.50,211.19,0.50,1.20,0.50,0.71,0.00,2.93,0.00,-0.51,0.00
+UPS,"United Parcel Service, Inc.",Industrials,29.17%,3.50/12,0*2*12,24.42,0.50,7.37,0.00,9.47,0.33,28.15,1.00,93.56,0.00,1.05,0.67,70.41,0.00,109.83,0.00,0.26,1.00,0.47,0.00,-15.82,0.00,-0.06,0.00
+WAB,Westinghouse Air Brake Technologies Corporation,Industrials,29.17%,3.50/12,0*1*12,55.23,1.00,8.42,0.00,4.29,0.00,83.72,0.00,32.89,0.67,2.49,0.33,97.47,0.00,119.70,0.00,1.05,0.50,0.23,0.50,1.01,0.50,1.49,0.00
+GLW,Corning Incorporated,Technology,29.17%,3.50/12,0*2*12,40.53,1.00,4.62,0.00,2.04,0.00,20.60,1.00,49.75,0.33,1.69,0.67,88.11,0.00,166.98,0.50,23.48,0.00,1.62,0.00,-2.03,0.00,-0.47,0.00
+HPQ,HP Inc.,Technology,29.17%,3.50/12,0*1*12,-2.89,0.00,6.07,0.00,8.82,0.33,-803.65,0.00,-584.85,1.00,1.50,0.67,43.02,0.00,73.41,0.00,0.59,0.50,0.07,1.00,1.68,0.00,-0.14,0.00
+HPE,Hewlett Packard Enterprise Company,Technology,29.17%,3.50/12,0*2*12,37.06,1.00,6.95,0.00,3.54,0.00,84.92,0.00,38.17,0.33,1.11,0.67,75.04,0.00,86.59,0.00,-0.03,0.00,0.24,0.50,0.16,1.00,-0.04,0.00
+TDY,Teledyne Technologies Incorporated,Technology,29.17%,3.50/12,0*2*12,56.91,1.00,14.45,0.33,5.49,0.33,96.37,0.00,40.18,0.33,5.67,0.00,102.20,0.50,184.97,0.50,1.70,0.00,0.36,0.50,-4.66,0.00,0.03,0.00
+AWK,"American Water Works Company, Inc.",Utilities,29.17%,3.50/12,0*0*12,27.69,0.50,21.62,0.67,2.95,0.00,14.86,1.00,159.89,0.00,3.61,0.33,70.17,0.00,44.47,0.00,2.87,0.00,4.04,0.00,1.78,0.00,0.27,1.00
+INVH,Invitation Homes Inc.,Real Estate,28.79%,3.17/11,1*0*12,55.52,1.00,17.13,0.33,2.07,0.00,2.51,1.00,72.97,0.00,4.18,0.33,99.13,0.00,,0.00,1.60,0.00,2.26,0.00,2.74,0.00,0.53,0.50
+PPG,"PPG Industries, Inc.",Basic Materials,27.78%,3.33/12,0*1*12,36.18,1.00,6.96,0.00,5.87,0.33,79.16,0.00,57.01,0.33,1.51,0.67,95.53,0.00,147.03,0.00,4.07,0.00,0.18,1.00,1.55,0.00,1.81,0.00
+CHTR,"Charter Communications, Inc.",Communication Services,27.78%,3.33/12,0*1*12,7.53,0.00,8.35,0.00,3.10,0.00,267.62,0.00,875.59,0.00,3.80,0.33,74.70,0.00,31.27,0.00,0.40,1.00,0.05,1.00,0.11,1.00,-0.03,0.00
+WRK,WestRock Company,Consumer Cyclical,27.78%,3.33/12,0*2*12,36.73,1.00,-8.12,0.00,-6.01,0.00,42.15,0.00,81.25,0.00,2.76,0.33,88.66,0.00,142.15,0.00,-0.20,0.00,0.10,1.00,-10.59,0.00,0.07,1.00
+MSCI,MSCI Inc.,Financial Services,27.78%,3.33/12,0*1*12,-13.41,0.00,45.42,1.00,20.81,1.00,-390.35,0.00,-547.46,1.00,3.05,0.33,91.63,0.00,93.48,0.00,1.52,0.00,1.12,0.00,1.98,0.00,-0.34,0.00
+MDT,Medtronic plc,Healthcare,27.78%,3.33/12,0*3*12,56.61,1.00,12.03,0.33,4.13,0.00,80.46,0.00,31.86,0.67,2.19,0.33,109.46,0.50,239.48,0.50,-3.97,0.00,1.26,0.00,-4.11,0.00,1.46,0.00
+MTD,Mettler-Toledo International Inc.,Healthcare,27.78%,3.33/12,0*1*12,-4.47,0.00,20.82,0.67,23.51,1.00,-446.92,0.00,-1341.24,1.00,1.88,0.67,81.81,0.00,104.16,0.00,2.58,0.00,0.66,0.00,1.89,0.00,-0.62,0.00
+SYK,Stryker Corporation,Healthcare,27.78%,3.33/12,0*1*12,46.58,1.00,15.44,0.33,7.93,0.33,81.98,0.00,53.47,0.33,2.32,0.33,107.67,0.50,158.04,0.50,1.67,0.00,0.53,0.00,7.64,0.00,2.79,0.00
+TFX,Teleflex Incorporated,Healthcare,27.78%,3.33/12,0*3*12,58.05,1.00,13.01,0.33,5.24,0.33,63.07,0.00,35.29,0.33,3.37,0.33,102.34,0.50,242.65,0.50,-4.03,0.00,2.07,0.00,-3.31,0.00,0.84,0.00
+TMO,Thermo Fisher Scientific Inc.,Healthcare,27.78%,3.33/12,0*2*12,47.33,1.00,13.99,0.33,6.07,0.33,94.21,0.00,57.44,0.33,2.72,0.33,105.25,0.50,175.49,0.50,-30.31,0.00,0.45,0.00,16.48,0.00,-0.30,0.00
+HII,"Huntington Ingalls Industries, Inc.",Industrials,27.78%,3.33/12,0*2*12,36.50,1.00,5.95,0.00,6.07,0.33,63.96,0.00,49.23,0.33,1.60,0.67,75.67,0.00,94.99,0.00,2382.39,0.00,0.13,1.00,-2.40,0.00,-0.08,0.00
+J,Jacobs Solutions Inc.,Industrials,27.78%,3.33/12,0*1*12,44.78,1.00,4.07,0.00,4.55,0.00,112.18,0.00,29.76,0.67,1.75,0.67,94.29,0.00,137.04,0.00,2.38,0.00,0.15,1.00,2.26,0.00,-0.14,0.00
+RTX,RTX Corporation,Industrials,27.78%,3.33/12,0*2*12,36.94,1.00,4.64,0.00,1.97,0.00,89.80,0.00,62.28,0.00,3.37,0.33,90.04,0.00,103.54,0.00,-0.19,0.00,0.15,1.00,0.35,1.00,-0.29,0.00
+SWK,"Stanley Black & Decker, Inc.",Industrials,27.78%,3.33/12,0*3*12,38.27,1.00,-1.97,0.00,-1.31,0.00,0.00,1.00,74.29,0.00,4.40,0.33,91.05,0.00,119.28,0.00,0.27,0.00,0.09,1.00,-0.73,0.00,99.99,0.00
+XYL,Xylem Inc.,Industrials,27.78%,3.33/12,0*2*12,63.10,1.00,8.27,0.00,3.78,0.00,74.63,0.00,12.44,0.67,1.14,0.67,101.68,0.50,176.15,0.50,2.29,0.00,0.99,0.00,-4.26,0.00,-4.48,0.00
+ADSK,"Autodesk, Inc.",Technology,27.78%,3.33/12,0*1*12,12.13,0.50,16.44,0.33,8.72,0.33,316.59,0.00,18.25,0.67,0.10,1.00,56.19,0.00,83.53,0.00,1.17,0.50,0.69,0.00,1.91,0.00,-19.86,0.00
+FLT,"FLEETCOR Technologies, Inc.",Technology,27.78%,3.33/12,0*1*12,21.67,0.50,26.13,0.67,6.48,0.33,172.77,0.00,162.48,0.00,2.76,0.33,93.53,0.00,104.00,0.00,1.15,0.50,0.24,0.50,0.78,0.50,-0.31,0.00
+ETR,Entergy Corporation,Utilities,27.78%,3.33/12,0*1*12,22.67,0.50,7.97,0.00,1.87,0.00,2.84,1.00,200.27,0.00,3.33,0.33,67.82,0.00,64.29,0.00,-3.05,0.00,0.25,0.50,7.53,0.00,0.26,1.00
+PPL,PPL Corporation,Utilities,27.78%,3.33/12,0*3*12,35.51,1.00,8.90,0.00,1.89,0.00,0.00,1.00,109.62,0.00,3.68,0.33,78.62,0.00,87.78,0.00,-1.37,0.00,0.14,1.00,-1.15,0.00,-1.45,0.00
+AES,The AES Corporation,Utilities,27.78%,3.33/12,0*2*12,6.35,0.00,-4.33,0.00,-1.42,0.00,14.85,1.00,877.88,0.00,2.94,0.33,78.70,0.00,117.75,0.00,0.09,0.00,0.12,1.00,0.10,1.00,-1.04,0.00
+KEY,KeyCorp,Financial Services,27.27%,3.00/11,1*1*12,7.09,0.00,23.58,0.67,1.01,0.00,20.45,1.00,143.50,0.00,4.22,0.33,17.26,0.00,,0.00,1.28,0.00,0.47,0.00,0.17,1.00,-0.16,0.00
+BK,The Bank of New York Mellon Corporation,Financial Services,27.27%,3.00/11,1*1*12,10.04,0.50,12.87,0.33,0.63,0.00,39.65,0.00,75.75,0.00,1.88,0.67,17.64,0.00,,0.00,-1.28,0.00,0.98,0.00,0.02,1.00,0.62,0.50
+ESS,"Essex Property Trust, Inc.",Real Estate,27.27%,3.00/11,1*3*12,46.20,1.00,25.41,0.67,3.30,0.00,0.00,1.00,103.65,0.00,4.61,0.33,95.67,0.00,,0.00,-22.38,0.00,2.35,0.00,-7.06,0.00,-1.31,0.00
+KIM,Kimco Realty Corporation,Real Estate,27.27%,3.00/11,1*2*12,53.38,1.00,7.29,0.00,0.71,0.00,0.00,1.00,73.65,0.00,5.17,0.00,95.98,0.00,,0.00,-2.40,0.00,5.23,0.00,-3.25,0.00,0.12,1.00
+LIN,Linde plc,Basic Materials,26.39%,3.17/12,0*1*12,49.15,1.00,18.87,0.33,7.67,0.33,67.35,0.00,37.03,0.33,1.12,0.67,77.89,0.00,80.30,0.00,0.87,0.50,0.69,0.00,1.72,0.00,-9.05,0.00
+RCL,Royal Caribbean Cruises Ltd.,Consumer Cyclical,26.39%,3.17/12,0*3*12,13.45,0.50,12.21,0.33,4.83,0.00,17.13,1.00,443.59,0.00,2.50,0.33,73.36,0.00,19.06,0.00,-0.11,0.00,0.03,1.00,-0.01,0.00,-0.33,0.00
+YUM,"Yum! Brands, Inc.",Consumer Cyclical,26.39%,3.17/12,0*1*12,-126.11,0.00,22.57,0.67,25.63,1.00,-8.17,0.00,-135.95,1.00,5.66,0.00,71.05,0.00,126.00,0.00,1.01,0.50,0.53,0.00,1.78,0.00,-1.79,0.00
+OKE,"ONEOK, Inc.",Energy,26.39%,3.17/12,0*1*12,26.64,0.50,7.69,0.00,7.06,0.33,8.12,1.00,206.70,0.00,3.27,0.33,87.99,0.00,83.49,0.00,2.47,0.00,0.05,1.00,-0.60,0.00,23.74,0.00
+STE,STERIS plc,Healthcare,26.39%,3.17/12,0*2*12,56.16,1.00,2.16,0.00,0.99,0.00,63.83,0.00,47.23,0.33,2.57,0.33,103.24,0.50,233.39,0.50,-5.45,0.00,0.38,0.50,3.30,0.00,0.14,0.00
+CI,The Cigna Group,Healthcare,26.39%,3.17/12,0*1*12,31.05,1.00,3.69,0.00,4.63,0.00,102.54,0.00,54.31,0.33,2.44,0.33,63.97,0.00,73.07,0.00,0.87,0.50,0.04,1.00,1.83,0.00,-0.56,0.00
+TDG,TransDigm Group Incorporated,Industrials,26.39%,3.17/12,0*1*12,-9.93,0.00,19.71,0.33,6.50,0.33,-453.02,0.00,-820.46,1.00,10.75,0.00,131.09,1.00,426.73,0.50,2.20,0.00,1.16,0.00,10.06,0.00,2.01,0.00
+FI,"Fiserv, Inc.",Technology,26.39%,3.17/12,0*1*12,32.85,1.00,16.07,0.33,3.38,0.00,124.61,0.00,73.40,0.00,3.35,0.33,93.12,0.00,103.75,0.00,0.55,0.50,0.37,0.50,1.04,0.50,-2.12,0.00
+CNP,"CenterPoint Energy, Inc.",Utilities,26.39%,3.17/12,0*1*12,26.05,0.50,11.34,0.33,2.74,0.00,42.76,0.00,162.04,0.00,2.61,0.33,73.50,0.00,91.90,0.00,7.70,0.00,-3.33,0.00,0.45,1.00,0.31,1.00
+UDR,"UDR, Inc.",Real Estate,25.76%,2.83/11,1*2*12,37.13,1.00,5.73,0.00,0.79,0.00,0.00,1.00,133.87,0.00,3.44,0.33,84.12,0.00,,0.00,-5.45,0.00,1.38,0.00,-0.54,0.00,0.97,0.50
+KHC,The Kraft Heinz Company,Consumer Defensive,25.00%,3.00/12,0*2*12,54.82,1.00,10.72,0.33,3.16,0.00,61.50,0.00,37.62,0.33,3.73,0.33,83.63,0.00,98.66,0.00,0.15,1.00,2.23,0.00,-2.65,0.00,0.24,0.00
+PG,The Procter & Gamble Company,Consumer Defensive,25.00%,3.00/12,0*1*12,38.71,1.00,17.87,0.33,12.13,0.67,86.92,0.00,56.35,0.33,1.32,0.67,72.47,0.00,63.34,0.00,4.46,0.00,0.68,0.00,27.18,0.00,-8.11,0.00
+BIIB,Biogen Inc.,Healthcare,25.00%,3.00/12,0*4*12,55.13,1.00,11.81,0.33,4.33,0.00,42.02,0.00,39.79,0.33,3.17,0.33,108.02,0.50,199.73,0.50,-0.84,0.00,-0.39,0.00,-0.66,0.00,-2.91,0.00
+COR,"Cencora, Inc.",Healthcare,25.00%,3.00/12,0*2*12,0.83,0.00,0.67,0.00,2.79,0.00,1834.11,0.00,420.57,0.00,0.50,1.00,23.62,0.00,87.65,0.00,-0.15,0.00,0.01,1.00,0.53,1.00,-0.27,0.00
+DOV,Dover Corporation,Industrials,25.00%,3.00/12,0*1*12,45.00,1.00,12.52,0.33,9.31,0.33,95.60,0.00,60.13,0.00,2.01,0.33,101.83,0.50,140.45,0.00,1.28,0.00,0.30,0.50,2.01,0.00,1.81,0.00
+ITW,Illinois Tool Works Inc.,Industrials,25.00%,3.00/12,0*1*12,19.41,0.50,18.36,0.33,19.06,1.00,162.98,0.00,235.69,0.00,1.78,0.67,100.73,0.50,133.37,0.00,1.83,0.00,0.44,0.00,1.64,0.00,-5.24,0.00
+IT,"Gartner, Inc.",Technology,25.00%,3.00/12,0*1*12,8.69,0.00,14.94,0.33,11.26,0.67,431.55,0.00,167.39,0.00,0.91,1.00,70.99,0.00,90.74,0.00,0.72,0.50,0.33,0.50,2.13,0.00,-2.30,0.00
+CRM,"Salesforce, Inc.",Technology,25.00%,3.00/12,0*1*12,59.04,1.00,0.66,0.00,0.21,0.00,83.22,0.00,-1.91,1.00,-0.14,1.00,94.28,0.00,101.95,0.00,104.33,0.00,0.53,0.00,3.06,0.00,-6.72,0.00
+CMA,Comerica Incorporated,Financial Services,24.24%,2.67/11,1*2*12,6.07,0.00,30.78,1.00,1.35,0.00,12.26,1.00,58.37,0.33,4.20,0.33,9.61,0.00,,0.00,4.47,0.00,0.86,0.00,-0.72,0.00,-0.15,0.00
+BEN,"Franklin Resources, Inc.",Financial Services,24.24%,2.67/11,1*0*12,39.56,1.00,11.25,0.33,2.93,0.00,50.38,0.00,57.75,0.33,5.35,0.00,95.20,0.00,,0.00,4.60,0.00,0.14,1.00,3.91,0.00,1.03,0.00
+PRU,"Prudential Financial, Inc.",Financial Services,24.24%,2.67/11,1*3*12,4.44,0.00,-2.39,0.00,-0.21,0.00,0.00,1.00,12.44,0.67,0.74,1.00,7.57,0.00,,0.00,0.16,0.00,3.98,0.00,-0.22,0.00,-0.07,0.00
+WAT,Waters Corporation,Healthcare,24.24%,2.67/11,1*2*12,24.86,0.50,21.72,0.67,13.88,0.67,113.48,0.00,170.34,0.00,2.57,0.33,116.38,0.50,,0.00,3.30,0.00,0.68,0.00,-4.33,0.00,-1.19,0.00
+PEAK,"Healthpeak Properties, Inc.",Real Estate,24.24%,2.67/11,1*3*12,40.45,1.00,14.03,0.33,1.95,0.00,0.00,1.00,106.43,0.00,3.97,0.33,85.15,0.00,,0.00,-3.06,0.00,0.46,0.00,-0.37,0.00,-0.87,0.00
+CCL,Carnival Corporation & plc,Consumer Cyclical,23.61%,2.83/12,0*3*12,14.01,0.50,-0.35,0.00,-0.15,0.00,8.41,1.00,409.14,0.00,3.72,0.33,80.64,0.00,45.87,0.00,3.06,0.00,0.02,1.00,-0.01,0.00,-0.10,0.00
+BMY,Bristol-Myers Squibb Company,Healthcare,23.61%,2.83/12,0*2*12,30.93,1.00,17.83,0.33,8.43,0.33,71.93,0.00,93.41,0.00,1.82,0.67,104.25,0.50,142.71,0.00,-0.06,0.00,0.43,0.00,1.76,0.00,0.32,0.00
+VTRS,Viatris Inc.,Healthcare,23.61%,2.83/12,0*3*12,42.13,1.00,12.78,0.33,4.16,0.00,49.48,0.00,85.08,0.00,5.28,0.00,99.24,0.00,157.65,0.50,0.03,1.00,-0.06,0.00,-0.35,0.00,0.07,0.00
+ALLE,Allegion plc,Industrials,23.61%,2.83/12,0*2*12,23.60,0.50,14.00,0.33,11.48,0.67,150.04,0.00,191.81,0.00,3.45,0.33,108.90,0.50,172.63,0.50,4.00,0.00,0.54,0.00,-289.32,0.00,-0.49,0.00
+GD,General Dynamics Corporation,Industrials,23.61%,2.83/12,0*1*12,38.86,1.00,7.84,0.00,6.05,0.33,96.65,0.00,36.60,0.33,1.39,0.67,97.56,0.00,143.71,0.00,7.17,0.00,0.33,0.50,1.82,0.00,1.68,0.00
+BA,The Boeing Company,Industrials,23.61%,2.83/12,0*3*12,-12.58,0.00,-2.86,0.00,-1.62,0.00,-46.96,0.00,-210.89,1.00,4.85,0.33,107.69,0.50,114.03,0.00,1.28,0.00,0.19,1.00,-0.09,0.00,1.26,0.00
+UNP,Union Pacific Corporation,Industrials,23.61%,2.83/12,0*1*12,22.03,0.50,26.45,0.67,9.50,0.33,0.00,1.00,213.06,0.00,2.63,0.33,72.95,0.00,81.24,0.00,2.48,0.00,0.58,0.00,2.62,0.00,-7.56,0.00
+SBAC,SBA Communications Corporation,Real Estate,23.61%,2.83/12,0*1*12,-49.85,0.00,17.52,0.33,4.36,0.00,-0.00,1.00,-241.24,1.00,8.48,0.00,74.94,0.00,69.28,0.00,1.01,0.50,0.80,0.00,1.31,0.00,-0.61,0.00
+FIS,"Fidelity National Information Services, Inc.",Technology,23.61%,2.83/12,0*2*12,43.01,1.00,-115.09,0.00,-26.42,0.00,125.93,0.00,65.95,0.00,3.37,0.33,82.09,0.00,79.01,0.00,0.00,0.00,0.39,0.50,0.57,1.00,0.22,0.00
+LDOS,"Leidos Holdings, Inc.",Technology,23.61%,2.83/12,0*3*12,33.09,1.00,1.29,0.00,1.57,0.00,145.49,0.00,92.95,0.00,2.85,0.33,102.01,0.50,133.95,0.00,-2.74,0.00,0.11,1.00,-6.68,0.00,0.67,0.00
+D,"Dominion Energy, Inc.",Utilities,23.61%,2.83/12,0*2*12,26.75,0.50,5.79,0.00,0.95,0.00,26.16,1.00,163.28,0.00,4.03,0.33,70.76,0.00,73.23,0.00,-3.94,0.00,0.36,0.50,0.94,0.50,-0.32,0.00
+ES,Eversource Energy,Utilities,23.61%,2.83/12,0*2*12,25.77,0.50,-3.71,0.00,-0.80,0.00,31.63,0.00,186.85,0.00,4.48,0.33,74.67,0.00,66.99,0.00,0.27,0.00,0.18,1.00,0.42,1.00,-3.82,0.00
+PCG,PG&E Corporation,Utilities,23.61%,2.83/12,0*3*12,19.24,0.50,8.37,0.00,1.53,0.00,0.00,1.00,224.91,0.00,3.86,0.33,66.68,0.00,81.17,0.00,-0.13,0.00,-0.05,0.00,-0.08,0.00,0.25,1.00
+WELL,Welltower Inc.,Real Estate,22.73%,2.50/11,1*3*12,53.56,1.00,2.41,0.00,0.37,0.00,0.34,1.00,69.13,0.00,10.56,0.00,97.62,0.00,,0.00,-5.96,0.00,-5.38,0.00,-3.36,0.00,0.75,0.50
+IPG,"The Interpublic Group of Companies, Inc.",Communication Services,22.22%,2.67/12,0*2*12,19.36,0.50,8.58,0.00,4.98,0.00,138.45,0.00,10.15,0.67,0.47,1.00,76.51,0.00,103.43,0.00,1.05,0.50,0.50,0.00,-0.69,0.00,0.52,0.00
+AMCR,Amcor plc,Consumer Cyclical,22.22%,2.67/12,0*1*12,23.68,0.50,7.13,0.00,6.16,0.33,133.28,0.00,150.45,0.00,3.39,0.33,91.31,0.00,118.59,0.00,0.55,0.50,0.11,1.00,2.77,0.00,-1.01,0.00
+AVY,Avery Dennison Corporation,Consumer Cyclical,22.22%,2.67/12,0*2*12,25.92,0.50,6.01,0.00,6.13,0.33,0.00,1.00,142.36,0.00,2.73,0.33,87.74,0.00,103.57,0.00,-14.92,0.00,0.27,0.50,2.63,0.00,-0.08,0.00
+CHD,"Church & Dwight Co., Inc.",Consumer Defensive,22.22%,2.67/12,0*2*12,44.99,1.00,12.88,0.33,8.82,0.33,63.07,0.00,53.47,0.33,1.64,0.67,86.05,0.00,107.57,0.00,-31.33,0.00,0.62,0.00,3.70,0.00,1.95,0.00
+PM,Philip Morris International Inc.,Consumer Defensive,22.22%,2.67/12,0*2*12,-17.19,0.00,22.16,0.67,11.96,0.67,-149.48,0.00,-399.55,1.00,4.26,0.33,65.90,0.00,74.88,0.00,-19.56,0.00,0.55,0.00,28.71,0.00,-0.16,0.00
+TSN,"Tyson Foods, Inc.",Consumer Defensive,22.22%,2.67/12,0*3*12,50.02,1.00,-1.23,0.00,-1.79,0.00,54.48,0.00,49.26,0.33,2.42,0.33,93.52,0.00,134.21,0.00,0.17,0.00,0.05,1.00,-0.55,0.00,-0.04,0.00
+AON,Aon plc,Financial Services,22.22%,2.67/12,0*1*12,-2.43,0.00,19.17,0.33,7.55,0.33,-1018.64,0.00,-385.47,1.00,0.86,1.00,74.90,0.00,100.24,0.00,1.73,0.00,0.42,0.00,1.32,0.00,-0.29,0.00
+SPGI,S&P Global Inc.,Financial Services,22.22%,2.67/12,0*3*12,56.45,1.00,21.01,0.67,4.33,0.00,101.90,0.00,29.66,0.67,2.63,0.33,82.26,0.00,83.97,0.00,-9.22,0.00,1.38,0.00,-4.72,0.00,-0.17,0.00
+IQV,IQVIA Holdings Inc.,Healthcare,22.22%,2.67/12,0*1*12,22.91,0.50,9.06,0.00,5.09,0.33,238.33,0.00,202.96,0.00,4.43,0.33,91.51,0.00,86.21,0.00,0.44,1.00,0.25,0.50,3.36,0.00,-0.57,0.00
+LMT,Lockheed Martin Corporation,Industrials,22.22%,2.67/12,0*1*12,13.03,0.50,10.24,0.33,13.19,0.67,158.00,0.00,234.34,0.00,1.67,0.67,75.55,0.00,121.16,0.00,2.63,0.00,0.24,0.50,2.69,0.00,-3.26,0.00
+NSC,Norfolk Southern Corporation,Industrials,22.22%,2.67/12,0*1*12,30.69,1.00,15.03,0.33,4.39,0.00,0.00,1.00,122.14,0.00,2.82,0.33,78.05,0.00,124.28,0.00,67.86,0.00,0.41,0.00,1.62,0.00,-3.80,0.00
+DTE,DTE Energy Company,Utilities,22.22%,2.67/12,0*2*12,24.69,0.50,10.96,0.33,3.12,0.00,18.04,1.00,188.41,0.00,2.91,0.33,69.08,0.00,60.16,0.00,-11.47,0.00,1.12,0.00,-0.81,0.00,0.80,0.50
+C,Citigroup Inc.,Financial Services,21.21%,2.33/11,1*2*12,8.33,0.00,14.69,0.33,0.61,0.00,9.79,1.00,131.37,0.00,8.61,0.00,19.26,0.00,,0.00,-1.23,0.00,0.49,0.00,-0.01,0.00,0.12,1.00
+HBAN,Huntington Bancshares Incorporated,Financial Services,21.21%,2.33/11,1*2*12,9.69,0.00,28.15,0.67,1.22,0.00,31.42,0.00,53.44,0.33,2.23,0.33,14.87,0.00,,0.00,2.14,0.00,-11.08,0.00,0.21,1.00,-0.35,0.00
+IVZ,Invesco Ltd.,Financial Services,21.21%,2.33/11,1*4*12,50.45,1.00,-1.70,0.00,-0.33,0.00,0.00,1.00,48.93,0.33,5.49,0.00,84.50,0.00,,0.00,0.48,0.00,-0.72,0.00,-9.68,0.00,-0.91,0.00
+MS,Morgan Stanley,Financial Services,21.21%,2.33/11,1*2*12,8.48,0.00,16.73,0.33,0.93,0.00,16.63,1.00,544.02,0.00,-164.14,1.00,34.31,0.00,,0.00,2.58,0.00,0.42,0.00,0.31,0.00,-34.74,0.00
+WFC,Wells Fargo & Company,Financial Services,21.21%,2.33/11,1*2*12,9.58,0.00,15.91,0.33,0.70,0.00,13.97,1.00,97.03,0.00,6.47,0.00,18.88,0.00,,0.00,-1.40,0.00,-0.39,0.00,0.12,1.00,1.43,0.00
+SPG,"Simon Property Group, Inc.",Real Estate,21.21%,2.33/11,1*3*12,9.51,0.00,40.43,1.00,6.48,0.33,0.64,1.00,775.48,0.00,5.51,0.00,90.92,0.00,,0.00,-15.22,0.00,-1.93,0.00,-2.78,0.00,2.56,0.00
+DIS,The Walt Disney Company,Communication Services,20.83%,2.50/12,0*2*12,48.29,1.00,2.65,0.00,1.15,0.00,77.63,0.00,32.73,0.67,2.19,0.33,81.93,0.00,105.22,0.00,-0.44,0.00,0.21,0.50,1.59,0.00,0.58,0.00
+CZR,"Caesars Entertainment, Inc.",Consumer Cyclical,20.83%,2.50/12,0*2*12,11.07,0.50,-8.31,0.00,-2.68,0.00,296.36,0.00,655.51,0.00,12.56,0.00,92.23,0.00,78.79,0.00,0.04,0.00,0.05,1.00,0.36,1.00,-0.01,0.00
+DPZ,"Domino's Pizza, Inc.",Consumer Cyclical,20.83%,2.50/12,0*1*12,-261.45,0.00,9.97,0.00,28.23,1.00,-0.28,0.00,-115.02,1.00,8.57,0.00,95.91,0.00,147.34,0.00,4.43,0.00,0.29,0.50,13.21,0.00,-0.33,0.00
+GPC,Genuine Parts Company,Consumer Cyclical,20.83%,2.50/12,0*3*12,24.49,0.50,5.70,0.00,7.33,0.33,62.14,0.00,63.72,0.00,1.44,0.67,95.09,0.00,122.73,0.00,-0.03,0.00,0.07,1.00,-4.12,0.00,10.72,0.00
+VFC,V.F. Corporation,Consumer Cyclical,20.83%,2.50/12,0*3*12,20.80,0.50,1.02,0.00,0.85,0.00,67.97,0.00,200.36,0.00,-14.78,1.00,97.56,0.00,145.32,0.00,-1.24,0.00,0.16,1.00,0.10,0.00,0.01,0.00
+GIS,"General Mills, Inc.",Consumer Defensive,20.83%,2.50/12,0*2*12,33.22,1.00,12.91,0.33,8.25,0.33,138.87,0.00,105.30,0.00,3.17,0.33,77.70,0.00,68.69,0.00,1.98,0.00,0.32,0.50,-2.42,0.00,0.85,0.00
+KDP,Keurig Dr Pepper Inc.,Consumer Defensive,20.83%,2.50/12,0*1*12,48.47,1.00,10.22,0.33,2.77,0.00,79.89,0.00,48.88,0.33,3.82,0.33,76.65,0.00,47.10,0.00,6.63,0.00,0.38,0.50,3.22,0.00,0.49,0.00
+MDLZ,"Mondelez International, Inc.",Consumer Defensive,20.83%,2.50/12,0*1*12,39.69,1.00,13.77,0.33,6.95,0.33,84.34,0.00,62.11,0.00,3.02,0.33,75.76,0.00,61.55,0.00,1.43,0.00,0.21,0.50,2.01,0.00,-0.77,0.00
+EL,The Estée Lauder Companies Inc.,Consumer Defensive,20.83%,2.50/12,0*1*12,23.85,0.50,6.31,0.00,4.30,0.00,44.51,0.00,73.14,0.00,0.81,1.00,88.97,0.00,146.46,0.00,3.71,0.00,0.83,0.00,0.51,1.00,0.06,0.00
+SJM,The J. M. Smucker Company,Consumer Defensive,20.83%,2.50/12,0*2*12,48.63,1.00,-1.07,0.00,-0.61,0.00,71.55,0.00,43.53,0.33,1.90,0.67,95.67,0.00,143.89,0.00,0.94,0.00,0.25,0.50,1.25,0.00,0.32,0.00
+CBOE,"Cboe Global Markets, Inc.",Financial Services,20.83%,2.50/12,0*2*12,49.51,1.00,5.94,0.00,3.36,0.00,90.12,0.00,35.14,0.33,1.71,0.67,90.07,0.00,105.33,0.00,-6.39,0.00,0.27,0.50,7.75,0.00,-0.96,0.00
+MMC,"Marsh & McLennan Companies, Inc.",Financial Services,20.83%,2.50/12,0*1*12,25.38,0.50,16.52,0.33,7.82,0.33,141.34,0.00,82.89,0.00,2.15,0.33,91.45,0.00,109.87,0.00,1.08,0.50,0.40,0.50,2.31,0.00,2.80,0.00
+NDAQ,"Nasdaq, Inc.",Financial Services,20.83%,2.50/12,0*1*12,29.48,0.50,18.07,0.33,5.39,0.33,131.67,0.00,76.67,0.00,2.54,0.33,88.76,0.00,97.39,0.00,1.79,0.00,0.32,0.50,0.74,0.50,-0.39,0.00
+WTW,Willis Towers Watson Public Limited Company,Financial Services,20.83%,2.50/12,0*2*12,32.73,1.00,11.13,0.33,3.63,0.00,107.09,0.00,39.84,0.33,2.39,0.33,89.97,0.00,106.36,0.00,2.69,0.00,0.26,0.50,-17.05,0.00,25.20,0.00
+LLY,Eli Lilly and Company,Healthcare,20.83%,2.50/12,0*2*12,21.52,0.50,21.88,0.67,12.62,0.67,38.24,0.00,131.71,0.00,1.47,0.67,80.71,0.00,105.23,0.00,-13.40,0.00,2.95,0.00,4.88,0.00,20.90,0.00
+DAL,"Delta Air Lines, Inc.",Industrials,20.83%,2.50/12,0*3*12,15.08,0.50,7.94,0.00,6.26,0.33,87.83,0.00,145.75,0.00,1.37,0.67,44.46,0.00,38.87,0.00,-0.03,0.00,0.01,1.00,-0.01,0.00,0.18,0.00
+PH,Parker-Hannifin Corporation,Industrials,20.83%,2.50/12,0*1*12,34.46,1.00,10.93,0.33,6.95,0.33,102.92,0.00,117.95,0.00,3.62,0.33,83.11,0.00,88.35,0.00,1.59,0.00,0.30,0.50,1.48,0.00,-0.44,0.00
+VRSK,"Verisk Analytics, Inc.",Industrials,20.83%,2.50/12,0*1*12,25.13,0.50,38.20,1.00,13.70,0.67,95.81,0.00,207.15,0.00,2.72,0.33,67.80,0.00,39.89,0.00,1.29,0.00,44.97,0.00,4.54,0.00,1.88,0.00
+WM,"Waste Management, Inc.",Industrials,20.83%,2.50/12,0*1*12,21.03,0.50,11.28,0.33,7.02,0.33,134.06,0.00,228.47,0.00,2.07,0.33,78.56,0.00,90.01,0.00,2.01,0.00,0.32,0.50,0.63,0.50,-3.07,0.00
+PTC,PTC Inc.,Technology,20.83%,2.50/12,0*1*12,42.57,1.00,11.71,0.33,3.90,0.00,125.44,0.00,52.58,0.33,2.22,0.33,87.07,0.00,76.43,0.00,3.84,0.00,0.84,0.00,1.02,0.50,-0.24,0.00
+PANW,"Palo Alto Networks, Inc.",Technology,20.83%,2.50/12,0*2*12,12.06,0.50,6.38,0.00,3.03,0.00,167.40,0.00,-22.79,1.00,-0.14,1.00,20.68,0.00,78.16,0.00,-1.19,0.00,0.69,0.00,1.29,0.00,-8.05,0.00
+UBER,"Uber Technologies, Inc.",Technology,20.83%,2.50/12,0*3*12,29.07,0.50,5.06,0.00,4.88,0.00,72.46,0.00,40.27,0.33,1.19,0.67,76.75,0.00,119.49,0.00,-0.53,0.00,0.10,1.00,-0.20,0.00,-3.11,0.00
+PARA,Paramount Global,Communication Services,19.44%,2.33/12,0*3*12,39.45,1.00,3.66,0.00,1.89,0.00,71.62,0.00,56.26,0.33,22.46,0.00,86.53,0.00,122.72,0.00,-0.22,0.00,0.14,1.00,-0.45,0.00,-0.01,0.00
+BALL,Ball Corporation,Consumer Cyclical,19.44%,2.33/12,0*1*12,19.88,0.50,5.04,0.00,3.66,0.00,111.81,0.00,205.21,0.00,2.71,0.33,78.65,0.00,78.95,0.00,3.51,0.00,0.19,1.00,1.14,0.50,0.69,0.00
+ABBV,AbbVie Inc.,Healthcare,19.44%,2.33/12,0*1*12,12.43,0.50,20.39,0.67,8.53,0.33,186.37,0.00,313.21,0.00,2.11,0.33,69.23,0.00,96.36,0.00,3.37,0.00,0.40,0.00,0.79,0.50,-0.22,0.00
+CVS,CVS Health Corporation,Healthcare,19.44%,2.33/12,0*2*12,30.62,1.00,2.33,0.00,3.34,0.00,119.37,0.00,65.60,0.00,3.05,0.33,74.28,0.00,85.69,0.00,2.07,0.00,0.03,1.00,-2.06,0.00,-0.82,0.00
+DVA,DaVita Inc.,Healthcare,19.44%,2.33/12,0*1*12,6.25,0.00,5.70,0.00,4.09,0.00,673.48,0.00,757.50,0.00,3.05,0.33,67.79,0.00,118.76,0.00,4.58,0.00,0.10,1.00,0.59,1.00,-0.16,0.00
+AAL,American Airlines Group Inc.,Industrials,19.44%,2.33/12,0*3*12,-8.25,0.00,1.56,0.00,1.30,0.00,-78.64,0.00,-486.81,1.00,3.96,0.33,48.64,0.00,61.52,0.00,-0.08,0.00,0.00,1.00,-0.01,0.00,0.14,0.00
+ADP,"Automatic Data Processing, Inc.",Industrials,19.44%,2.33/12,0*1*12,6.88,0.00,18.94,0.33,6.69,0.33,66.67,0.00,25.42,0.67,0.19,1.00,73.84,0.00,98.60,0.00,2.35,0.00,0.66,0.00,1.98,0.00,4.18,0.00
+ETN,Eaton Corporation plc,Industrials,19.44%,2.33/12,0*2*12,48.66,1.00,11.86,0.33,7.03,0.33,86.85,0.00,47.54,0.33,2.59,0.33,96.54,0.00,137.52,0.00,9.01,0.00,20.06,0.00,-5.07,0.00,-1.81,0.00
+DAY,Dayforce Inc,Technology,19.44%,2.33/12,0*2*12,26.61,0.50,3.62,0.00,0.61,0.00,95.65,0.00,27.00,0.67,1.94,0.67,118.08,0.50,111.63,0.00,-14.51,0.00,9.02,0.00,6.62,0.00,893.63,0.00
+ROP,"Roper Technologies, Inc.",Technology,19.44%,2.33/12,0*1*12,61.93,1.00,22.41,0.67,4.91,0.00,98.13,0.00,35.06,0.33,2.85,0.33,87.22,0.00,49.99,0.00,3.32,0.00,0.64,0.00,2.67,0.00,0.65,0.00
+TYL,"Tyler Technologies, Inc.",Technology,19.44%,2.33/12,0*2*12,62.82,1.00,8.50,0.00,3.55,0.00,86.18,0.00,16.00,0.67,1.08,0.67,92.61,0.00,85.96,0.00,-17.45,0.00,0.50,0.00,15.10,0.00,0.17,0.00
+VTR,"Ventas, Inc.",Real Estate,18.18%,2.00/11,1*3*12,39.60,1.00,-0.91,0.00,-0.17,0.00,10.68,1.00,132.60,0.00,7.36,0.00,96.14,0.00,,0.00,2.98,0.00,1.17,0.00,-1.66,0.00,-0.44,0.00
+HD,"The Home Depot, Inc.",Consumer Cyclical,18.06%,2.17/12,0*1*12,1.36,0.00,9.92,0.00,19.79,1.00,809.87,0.00,3865.04,0.00,1.65,0.67,93.65,0.00,135.25,0.00,2.84,0.00,0.31,0.50,1.99,0.00,-1.74,0.00
+KO,The Coca-Cola Company,Consumer Defensive,18.06%,2.17/12,0*1*12,26.55,0.50,23.42,0.67,10.97,0.67,70.77,0.00,109.48,0.00,2.11,0.33,86.64,0.00,113.41,0.00,2.10,0.00,0.49,0.00,2.79,0.00,4.56,0.00
+BSX,Boston Scientific Corporation,Healthcare,18.06%,2.17/12,0*3*12,54.12,1.00,5.50,0.00,2.15,0.00,73.52,0.00,45.56,0.33,3.79,0.33,99.17,0.00,151.46,0.50,-2.84,0.00,1.56,0.00,-7.96,0.00,2.24,0.00
+XRAY,DENTSPLY SIRONA Inc.,Healthcare,18.06%,2.17/12,0*3*12,49.86,1.00,-24.22,0.00,-12.43,0.00,70.53,0.00,41.43,0.33,2.37,0.33,98.03,0.00,161.79,0.50,0.03,0.00,23.94,0.00,-3.09,0.00,-0.50,0.00
+DGX,Quest Diagnostics Incorporated,Healthcare,18.06%,2.17/12,0*3*12,44.98,1.00,9.23,0.00,6.09,0.33,122.61,0.00,63.85,0.00,2.40,0.33,91.99,0.00,130.69,0.00,-1.52,0.00,0.27,0.50,-1.37,0.00,-0.15,0.00
+WBA,"Walgreens Boots Alliance, Inc.",Healthcare,18.06%,2.17/12,0*3*12,20.72,0.50,-2.21,0.00,-3.19,0.00,140.79,0.00,46.45,0.33,2.12,0.33,35.85,0.00,63.19,0.00,0.02,0.00,0.03,1.00,-0.31,0.00,-0.01,0.00
+NOC,Northrop Grumman Corporation,Industrials,18.06%,2.17/12,0*2*12,31.79,1.00,5.23,0.00,4.42,0.00,118.40,0.00,72.64,0.00,1.90,0.67,87.04,0.00,114.77,0.00,-3.12,0.00,0.29,0.50,3.86,0.00,0.92,0.00
+UAL,"United Airlines Holdings, Inc.",Industrials,18.06%,2.17/12,0*3*12,13.11,0.50,4.87,0.00,3.68,0.00,48.55,0.00,160.34,0.00,1.06,0.67,65.51,0.00,83.26,0.00,-0.03,0.00,0.01,1.00,-0.00,0.00,-0.03,0.00
+EQIX,"Equinix, Inc.",Real Estate,18.06%,2.17/12,0*0*12,38.25,1.00,11.84,0.33,2.97,0.00,45.94,0.00,111.28,0.00,2.32,0.33,94.00,0.00,112.82,0.00,2.34,0.00,1.09,0.00,1.80,0.00,0.94,0.50
+CDW,CDW Corporation,Technology,18.06%,2.17/12,0*1*12,15.37,0.50,5.17,0.00,8.31,0.33,216.08,0.00,247.55,0.00,2.89,0.33,107.52,0.50,123.21,0.00,2.08,0.00,0.22,0.50,2.34,0.00,-0.27,0.00
+EXC,Exelon Corporation,Utilities,18.06%,2.17/12,0*4*12,25.95,0.50,11.37,0.33,2.28,0.00,26.79,1.00,160.21,0.00,3.30,0.33,68.63,0.00,69.14,0.00,-1.56,0.00,-0.10,0.00,-0.53,0.00,-0.17,0.00
+PEG,Public Service Enterprise Group Incorporated,Utilities,18.06%,2.17/12,0*4*12,28.18,0.50,10.52,0.33,2.12,0.00,0.00,1.00,144.26,0.00,4.51,0.33,68.05,0.00,64.42,0.00,-1.94,0.00,-6.61,0.00,-0.56,0.00,-0.92,0.00
+EXPE,"Expedia Group, Inc.",Consumer Cyclical,16.67%,2.00/12,0*3*12,7.09,0.00,6.21,0.00,3.68,0.00,446.48,0.00,130.38,0.00,0.57,1.00,62.74,0.00,78.33,0.00,-0.14,0.00,0.04,1.00,-0.03,0.00,-2.04,0.00
+WYNN,"Wynn Resorts, Limited",Consumer Cyclical,16.67%,2.00/12,0*4*12,-5.60,0.00,-11.28,0.00,-3.16,0.00,-12.06,0.00,-1133.97,1.00,30.27,0.00,115.58,0.50,222.45,0.50,0.11,0.00,-0.17,0.00,-0.87,0.00,0.07,0.00
+MKC,"McCormick & Company, Incorporated",Consumer Defensive,16.67%,2.00/12,0*2*12,39.35,1.00,10.22,0.33,5.29,0.33,103.94,0.00,83.88,0.00,2.83,0.33,77.35,0.00,64.59,0.00,-8.10,0.00,0.46,0.00,2.08,0.00,0.83,0.00
+PEP,"PepsiCo, Inc.",Consumer Defensive,16.67%,2.00/12,0*1*12,18.41,0.50,9.92,0.00,9.03,0.33,95.81,0.00,184.31,0.00,1.80,0.67,76.28,0.00,85.16,0.00,2.94,0.00,0.27,0.50,1.40,0.00,0.97,0.00
+AMGN,Amgen Inc.,Healthcare,16.67%,2.00/12,0*3*12,6.41,0.00,23.83,0.67,6.91,0.33,298.92,0.00,861.18,0.00,5.60,0.00,103.86,0.50,164.92,0.50,-560.59,0.00,0.87,0.00,-6.84,0.00,-0.11,0.00
+OTIS,Otis Worldwide Corporation,Industrials,16.67%,2.00/12,0*1*12,-48.67,0.00,9.90,0.00,13.90,0.67,-32.25,0.00,-114.22,1.00,3.19,0.33,52.25,0.00,98.78,0.00,1.44,0.00,0.44,0.00,5.01,0.00,-0.87,0.00
+RSG,"Republic Services, Inc.",Industrials,16.67%,2.00/12,0*1*12,33.34,1.00,11.01,0.33,5.12,0.33,149.20,0.00,120.20,0.00,2.51,0.33,78.72,0.00,69.52,0.00,3.25,0.00,0.43,0.00,1.28,0.00,-0.91,0.00
+ORCL,Oracle Corporation,Technology,16.67%,2.00/12,0*2*12,0.80,0.00,17.02,0.33,6.33,0.33,5802.52,0.00,7483.13,0.00,3.10,0.33,77.17,0.00,90.97,0.00,-20.31,0.00,0.46,0.00,0.45,1.00,-0.14,0.00
+IFF,International Flavors & Fragrances Inc.,Basic Materials,15.28%,1.83/12,0*3*12,49.73,1.00,-15.04,0.00,-5.27,0.00,75.64,0.00,59.40,0.33,11.61,0.00,99.84,0.00,199.36,0.50,0.05,0.00,3.68,0.00,-0.87,0.00,2.10,0.00
+VZ,Verizon Communications Inc.,Communication Services,15.28%,1.83/12,0*3*12,24.31,0.50,8.67,0.00,3.05,0.00,24.71,1.00,160.78,0.00,2.40,0.33,67.01,0.00,69.17,0.00,-1.07,0.00,1.38,0.00,-4.96,0.00,-0.11,0.00
+WHR,Whirlpool Corporation,Consumer Cyclical,15.28%,1.83/12,0*3*12,13.64,0.50,2.47,0.00,2.78,0.00,140.98,0.00,239.67,0.00,3.87,0.33,79.03,0.00,89.34,0.00,-0.62,0.00,0.07,1.00,-0.94,0.00,-0.02,0.00
+GPN,Global Payments Inc.,Industrials,15.28%,1.83/12,0*1*12,45.48,1.00,10.22,0.33,1.95,0.00,116.28,0.00,66.11,0.00,5.23,0.00,91.05,0.00,99.36,0.00,1.44,0.00,0.25,0.50,1.82,0.00,-0.11,0.00
+HON,Honeywell International Inc.,Industrials,15.28%,1.83/12,0*2*12,26.71,0.50,15.43,0.33,9.20,0.33,109.83,0.00,75.14,0.00,1.94,0.67,86.78,0.00,126.77,0.00,2.96,0.00,0.60,0.00,-11.49,0.00,-0.76,0.00
+LHX,"L3Harris Technologies, Inc.",Industrials,15.28%,1.83/12,0*2*12,45.17,1.00,6.32,0.00,2.94,0.00,106.11,0.00,66.73,0.00,4.94,0.33,89.17,0.00,100.64,0.00,5.10,0.00,0.38,0.50,-3.98,0.00,-0.20,0.00
+GEN,Gen Digital Inc.,Technology,15.28%,1.83/12,0*3*12,13.80,0.50,40.41,1.00,8.46,0.33,464.41,0.00,409.64,0.00,11.81,0.00,79.71,0.00,43.28,0.00,-0.32,0.00,0.56,0.00,-0.09,0.00,-0.03,0.00
+WDC,Western Digital Corporation,Technology,15.28%,1.83/12,0*4*12,48.24,1.00,-13.85,0.00,-6.95,0.00,84.77,0.00,42.63,0.33,12.22,0.00,106.22,0.50,145.12,0.00,-0.12,0.00,-0.12,0.00,-1.17,0.00,-0.05,0.00
+ECL,Ecolab Inc.,Basic Materials,13.89%,1.67/12,0*4*12,33.71,1.00,7.69,0.00,5.09,0.33,110.73,0.00,110.31,0.00,3.19,0.33,95.88,0.00,130.49,0.00,-5.20,0.00,-3.64,0.00,-3.19,0.00,-0.52,0.00
+SHW,The Sherwin-Williams Company,Basic Materials,13.89%,1.67/12,0*1*12,13.73,0.50,9.12,0.00,8.94,0.33,244.45,0.00,334.32,0.00,4.04,0.33,76.07,0.00,99.11,0.00,3.34,0.00,0.37,0.50,28.45,0.00,-1.58,0.00
+TTWO,"Take-Two Interactive Software, Inc.",Communication Services,13.89%,1.67/12,0*3*12,57.01,1.00,-21.02,0.00,-7.09,0.00,74.84,0.00,22.84,0.67,10.06,0.00,80.69,0.00,65.12,0.00,0.10,0.00,0.93,0.00,-2.94,0.00,0.04,0.00
+CPB,Campbell Soup Company,Consumer Defensive,13.89%,1.67/12,0*3*12,30.36,1.00,9.17,0.00,7.12,0.33,108.30,0.00,122.92,0.00,2.97,0.33,81.61,0.00,92.75,0.00,-0.76,0.00,0.45,0.00,-2.48,0.00,0.36,0.00
+CL,Colgate-Palmolive Company,Consumer Defensive,13.89%,1.67/12,0*2*12,3.72,0.00,11.82,0.33,14.03,0.67,559.93,0.00,1215.76,0.00,1.66,0.67,79.43,0.00,111.35,0.00,-7.34,0.00,0.51,0.00,4.17,0.00,2.18,0.00
+BRO,"Brown & Brown, Inc.",Financial Services,13.89%,1.67/12,0*1*12,32.97,1.00,18.80,0.33,4.81,0.00,144.88,0.00,71.20,0.00,3.51,0.33,92.43,0.00,108.69,0.00,1.85,0.00,0.46,0.00,3.42,0.00,-0.16,0.00
+BDX,"Becton, Dickinson and Company",Healthcare,13.89%,1.67/12,0*2*12,48.87,1.00,7.66,0.00,2.81,0.00,95.06,0.00,56.04,0.33,3.74,0.33,91.91,0.00,130.64,0.00,2.45,0.00,0.57,0.00,-5.01,0.00,0.66,0.00
+LH,Laboratory Corporation of America Holdings,Healthcare,13.89%,1.67/12,0*3*12,47.08,1.00,3.44,0.00,2.50,0.00,78.00,0.00,58.45,0.33,2.58,0.33,92.66,0.00,116.75,0.00,-1.35,0.00,4.07,0.00,-1.62,0.00,1.53,0.00
+EFX,Equifax Inc.,Industrials,13.89%,1.67/12,0*1*12,36.90,1.00,10.36,0.33,4.44,0.00,150.63,0.00,121.18,0.00,3.20,0.33,84.97,0.00,67.32,0.00,49.62,0.00,0.75,0.00,2.48,0.00,-0.37,0.00
+MSI,"Motorola Solutions, Inc.",Technology,13.89%,1.67/12,0*1*12,5.43,0.00,17.13,0.33,12.81,0.67,469.75,0.00,595.99,0.00,1.88,0.67,71.33,0.00,99.81,0.00,1.39,0.00,0.48,0.00,2.71,0.00,494.78,0.00
+CAG,"Conagra Brands, Inc.",Consumer Defensive,12.50%,1.50/12,0*3*12,39.62,1.00,5.57,0.00,3.10,0.00,127.94,0.00,104.67,0.00,6.74,0.00,84.74,0.00,76.23,0.00,-3.17,0.00,0.25,0.50,-0.66,0.00,0.23,0.00
+BR,"Broadridge Financial Solutions, Inc.",Technology,12.50%,1.50/12,0*1*12,27.21,0.50,10.40,0.33,7.66,0.33,154.49,0.00,141.07,0.00,3.52,0.33,65.42,0.00,58.07,0.00,3.72,0.00,0.42,0.00,3.28,0.00,-0.21,0.00
+IBM,International Business Machines Corporation,Technology,12.50%,1.50/12,0*2*12,16.66,0.50,12.13,0.33,5.55,0.33,267.07,0.00,191.30,0.00,2.80,0.33,71.00,0.00,96.44,0.00,2.41,0.00,0.89,0.00,-1.00,0.00,-7.28,0.00
+DUK,Duke Energy Corporation,Utilities,12.50%,1.50/12,0*1*12,27.76,0.50,9.78,0.00,1.61,0.00,39.30,0.00,161.44,0.00,8.10,0.00,74.07,0.00,73.88,0.00,0.92,0.50,0.33,0.50,-0.37,0.00,1.93,0.00
+FE,FirstEnergy Corp.,Utilities,12.50%,1.50/12,0*1*12,21.40,0.50,8.56,0.00,2.26,0.00,53.83,0.00,237.36,0.00,5.22,0.00,72.13,0.00,47.68,0.00,-16.90,0.00,0.41,0.00,1.41,0.00,0.10,1.00
+NRG,"NRG Energy, Inc.",Utilities,12.50%,1.50/12,0*3*12,13.13,0.50,3.87,0.00,4.19,0.00,43.10,0.00,198.77,0.00,10.47,0.00,91.40,0.00,125.03,0.00,-0.29,0.00,0.01,1.00,-0.78,0.00,-5.84,0.00
+NTRS,Northern Trust Corporation,Financial Services,12.12%,1.33/11,1*2*12,7.26,0.00,17.84,0.33,0.86,0.00,6.14,1.00,1191.21,0.00,43.05,0.00,10.67,0.00,,0.00,-3.65,0.00,0.49,0.00,-9.00,0.00,1.75,0.00
+STT,State Street Corporation,Financial Services,12.12%,1.33/11,1*2*12,8.01,0.00,10.58,0.33,0.65,0.00,31.98,0.00,79.16,0.00,12.51,0.00,14.34,0.00,,0.00,-5.47,0.00,0.06,1.00,-0.59,0.00,1.07,0.00
+DLR,"Digital Realty Trust, Inc.",Real Estate,12.12%,1.33/11,1*2*12,42.38,1.00,8.05,0.00,0.91,0.00,52.37,0.00,93.58,0.00,3.82,0.33,85.94,0.00,,0.00,-4.69,0.00,5.26,0.00,19.87,0.00,-1.99,0.00
+STZ,"Constellation Brands, Inc.",Consumer Defensive,11.11%,1.33/12,0*2*12,34.12,1.00,-0.75,0.00,-0.29,0.00,94.20,0.00,146.52,0.00,3.25,0.33,93.07,0.00,117.78,0.00,-7.45,0.00,0.82,0.00,1.82,0.00,0.09,0.00
+KMB,Kimberly-Clark Corporation,Consumer Defensive,11.11%,1.33/12,0*3*12,5.28,0.00,8.63,0.00,10.17,0.67,227.87,0.00,755.96,0.00,1.61,0.67,71.80,0.00,82.29,0.00,-2.51,0.00,0.82,0.00,-2.13,0.00,2.21,0.00
+STX,Seagate Technology Holdings plc,Technology,11.11%,1.33/12,0*4*12,-15.87,0.00,-7.16,0.00,-7.00,0.00,-103.17,0.00,-388.91,1.00,3.71,0.33,90.07,0.00,112.08,0.00,0.18,0.00,-0.54,0.00,-1.18,0.00,0.03,0.00
+TRMB,Trimble Inc.,Technology,11.11%,1.33/12,0*3*12,47.17,1.00,8.19,0.00,3.26,0.00,118.90,0.00,63.04,0.00,4.44,0.33,91.28,0.00,100.09,0.00,-6.90,0.00,0.58,0.00,-5.83,0.00,-0.21,0.00
+T,AT&T Inc.,Communication Services,9.72%,1.17/12,0*4*12,25.38,0.50,11.76,0.33,3.54,0.00,65.69,0.00,126.44,0.00,2.33,0.33,62.37,0.00,71.31,0.00,-0.04,0.00,-0.19,0.00,-2.01,0.00,0.18,0.00
+K,Kellanova,Consumer Defensive,9.72%,1.17/12,0*4*12,20.33,0.50,7.25,0.00,6.09,0.33,162.52,0.00,176.35,0.00,2.41,0.33,67.24,0.00,65.81,0.00,-2.33,0.00,-1.02,0.00,-3.83,0.00,0.55,0.00
+ICE,"Intercontinental Exchange, Inc.",Financial Services,9.72%,1.17/12,0*1*12,18.90,0.50,23.91,0.67,1.74,0.00,118.80,0.00,84.43,0.00,5.39,0.00,90.74,0.00,100.41,0.00,9.39,0.00,1.43,0.00,3.12,0.00,-0.35,0.00
+CCI,Crown Castle Inc.,Real Estate,9.72%,1.17/12,0*2*12,16.56,0.50,21.52,0.67,3.90,0.00,158.05,0.00,357.56,0.00,5.02,0.00,75.92,0.00,39.92,0.00,2.56,0.00,1.14,0.00,-8.87,0.00,-0.64,0.00
+SCHW,The Charles Schwab Corporation,Financial Services,9.09%,1.00/11,1*2*12,6.63,0.00,32.20,1.00,1.30,0.00,32.65,0.00,995.43,0.00,120.35,0.00,13.27,0.00,,0.00,1.60,0.00,0.56,0.00,-0.97,0.00,-0.40,0.00
+WBD,"Warner Bros. Discovery, Inc.",Communication Services,8.33%,1.00/12,0*4*12,35.15,1.00,-21.80,0.00,-5.50,0.00,73.12,0.00,96.69,0.00,8.61,0.00,79.93,0.00,93.22,0.00,0.02,0.00,-0.05,0.00,-0.14,0.00,0.08,0.00
+ZBRA,Zebra Technologies Corporation,Technology,8.33%,1.00/12,0*3*12,41.55,1.00,6.46,0.00,4.05,0.00,128.29,0.00,68.61,0.00,25.10,0.00,90.22,0.00,104.63,0.00,-3.16,0.00,1.31,0.00,-3.03,0.00,-2.04,0.00
+HAS,"Hasbro, Inc.",Consumer Cyclical,6.94%,0.83/12,0*4*12,16.62,0.50,-29.77,0.00,-22.77,0.00,209.68,0.00,268.67,0.00,3.12,0.33,96.10,0.00,112.99,0.00,0.02,0.00,-0.43,0.00,-1.33,0.00,0.45,0.00
+AJG,Arthur J. Gallagher & Co.,Financial Services,6.94%,0.83/12,0*1*12,20.88,0.50,9.63,0.00,1.88,0.00,106.50,0.00,64.90,0.00,3.14,0.33,91.19,0.00,103.38,0.00,28.01,0.00,0.59,0.00,16.34,0.00,-0.36,0.00
+GEHC,GE HealthCare Technologies Inc.,Healthcare,6.94%,0.83/12,0*3*12,21.98,0.50,8.02,0.00,4.83,0.00,181.35,0.00,97.27,0.00,2.79,0.33,67.56,0.00,104.78,0.00,-0.48,0.00,0.46,0.00,-3.30,0.00,0.02,0.00
+CLX,The Clorox Company,Consumer Defensive,5.56%,0.67/12,0*3*12,3.70,0.00,2.02,0.00,2.51,0.00,569.09,0.00,995.45,0.00,1.58,0.67,66.02,0.00,95.36,0.00,-2.76,0.00,0.65,0.00,-1.74,0.00,-2.45,0.00
+MMM,3M Company,Industrials,5.56%,0.67/12,0*3*12,9.50,0.00,-21.40,0.00,-13.83,0.00,268.92,0.00,210.30,0.00,1.22,0.67,52.50,0.00,107.07,0.00,0.03,0.00,0.77,0.00,-1.80,0.00,-0.17,0.00
+AMT,American Tower Corporation,Real Estate,2.78%,0.33/12,0*2*12,8.29,0.00,16.49,0.33,2.63,0.00,232.52,0.00,657.56,0.00,6.58,0.00,62.49,0.00,43.58,0.00,-12.92,0.00,0.79,0.00,4.17,0.00,-0.16,0.00
+IRM,Iron Mountain Incorporated,Real Estate,2.78%,0.33/12,0*1*12,3.94,0.00,10.91,0.33,3.45,0.00,766.92,0.00,1637.78,0.00,5.76,0.00,76.19,0.00,80.68,0.00,1.31,0.00,0.67,0.00,7.68,0.00,-0.41,0.00
+NCLH,Norwegian Cruise Line Holdings Ltd.,Consumer Cyclical,0.00%,0.00/12,0*4*12,0.37,0.00,-46.86,0.00,-12.23,0.00,143.07,0.00,18478.43,0.00,6.36,0.00,76.11,0.00,37.05,0.00,0.01,0.00,-0.05,0.00,-0.10,0.00,0.09,0.00
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diff --git a/stockMarket/core/financialStatement/balance.py b/stockMarket/core/financialStatement/balance.py
index 6178103e..5ec6a804 100644
--- a/stockMarket/core/financialStatement/balance.py
+++ b/stockMarket/core/financialStatement/balance.py
@@ -100,8 +100,8 @@ def assert_balance(self):
         assert np.allclose(self.total_debt, self.total_debt_assert,
                            rtol=1), f"Total debt: {self.total_debt} != {self.total_debt_assert}"
 
-        assert np.allclos(self.equity, self.total_assets - self.total_liabilities,
-                          rtol=1), f"Equity: {self.equity} != {self.total_assets - self.total_liabilities}"
+        assert np.allclose(self.equity, self.total_assets - self.total_liabilities,
+                           rtol=1), f"Equity: {self.equity} != {self.total_assets - self.total_liabilities}"
 
         print("Balance sheet assertion passed")
 
diff --git a/stockMarket/sec_edgar/downloader.py b/stockMarket/sec_edgar/downloader.py
index acc45d42..ec3be394 100644
--- a/stockMarket/sec_edgar/downloader.py
+++ b/stockMarket/sec_edgar/downloader.py
@@ -1,4 +1,5 @@
 import numpy as np
+import datetime as dt
 import requests
 import warnings
 import glob
@@ -37,6 +38,7 @@ def download_10k_reports(self, include_amends=False, download_details=False, fas
 
     def download_financial_statements_xlsx(self, from_year: Optional[int] = None):
         from_year = int(str(from_year)[-2:])
+        max_year = int(str(dt.date.today().year)[-2:])
         mapper = StockMapper()
 
         for ticker in tqdm(self.tickers):
@@ -56,12 +58,13 @@ def download_financial_statements_xlsx(self, from_year: Optional[int] = None):
 
                 year = int(report.name.split("-")[-2])
 
-                if from_year and year < from_year:
+                if from_year and year < from_year and year > max_year:
                     continue
 
                 report_number = str(report).split("/")[-1].replace("-", "")
 
-                url = f"https://www.sec.gov/Archives/edgar/data/{cik}/{report_number}/Financial_Report.xlsx"
+                url = f"https://www.sec.gov/Archives/edgar/data/{
+                    cik}/{report_number}/Financial_Report.xlsx"
                 response = requests.get(url, headers=headers)
 
                 if response.status_code != 200:
diff --git a/stockMarket/sec_edgar/financialReportReader.py b/stockMarket/sec_edgar/financialReportReader.py
index eb7cf55f..684ac308 100644
--- a/stockMarket/sec_edgar/financialReportReader.py
+++ b/stockMarket/sec_edgar/financialReportReader.py
@@ -1,31 +1,48 @@
 import pandas as pd
+import openpyxl as xl
+import numpy as np
 
 
 class FinancialReportReader:
     def __init__(self, filename):
         self.filename = filename
+        wb = xl.load_workbook(filename)
+        self.sheet_names = wb.sheetnames
+        self.sheet_names_lower_case = [sheet.lower()
+                                       for sheet in self.sheet_names]
 
     def read(self):
         self.read_income()
-        self.read_balance()
-        self.read_cashflow()
+        # self.read_balance()
+        # self.read_cashflow()
 
     def read_income(self):
-        sheet_name = "Consolidated Statements of Inco"
+        sheet_name = self._get_sheet_name(possible_income_sheet_names)
 
         df = self._read_sheet(sheet_name)
 
         key_column = df.columns[0]
         date = self._read_date(df)
 
+        # higher weight on total revenue
         income_keys = {
-            "revenue": ["sales", "net sales"],
+            "revenue": {
+                "sales": 1,
+                "net sales": 1,
+                "revenues": 1,
+                "revenue": 1,
+                "net revenues": 1,
+                "net revenues:": 1,
+                "total net revenues": 2,
+                "total revenue": 2,
+                "total revenues": 2,
+            },
         }
 
-        bool_array = [str(key).lower() in income_keys["revenue"]
-                      for key in df[key_column]]
-        value = df[bool_array].values[0][1]
-        print(value)
+        revenue = self._get_value_from_df(
+            df, "revenue", key_column, income_keys)
+
+        # print(revenue)
 
     def read_balance(self):
         sheet_name = "Consolidated Balance Sheets"
@@ -43,6 +60,95 @@ def read_cashflow(self):
         key_column = df.columns[0]
         date = self._read_date(df)
 
+    def _get_value_from_df(self, df, key_to_find, key_column, key_dict):
+        key_to_find_dict = {key.lower(): value for key,
+                            value in key_dict[key_to_find].items()}
+        df_keys = np.array([str(key).lower() for key in df[key_column].values])
+
+        bool_array = [False for _ in df_keys]
+
+        for i, key in enumerate(df_keys):
+            if key not in key_to_find_dict.keys():
+                continue
+
+            values = np.array(df.iloc[i].values[1:])
+            if not all([not isinstance(value, (int, float)) or np.isnan(value) for value in values]):
+                bool_array[i] = True
+
+        # extreme special case maybe remove this one and just use extra key in the dict
+        if not any(bool_array):
+            bool_array = []
+            for key in df_keys:
+                is_in_list = False
+                for ref_key in key_to_find_dict.keys():
+                    if key.startswith(ref_key + " ("):
+                        is_in_list = True
+                        break
+                bool_array.append(is_in_list)
+
+        found_keys = set([key for key in df_keys[bool_array]])
+
+        if len(found_keys) > 1:
+            max_priority = max([key_to_find_dict[key] for key in found_keys])
+            found_keys = set(
+                [key for key in found_keys if key_to_find_dict[key] == max_priority])
+            if len(found_keys) == 1:
+                key_value_pairs = df.loc[df_keys == list(found_keys)[0]].values
+            else:
+                raise ValueError(
+                    f"Ambiguous revenue keys found in file {self.filename}")
+        else:
+            key_value_pairs = df[bool_array].values
+
+        values = []
+        for key_value_pair in key_value_pairs:
+            single_key_values = [
+                value for value in key_value_pair[1:] if isinstance(value, (int, float)) and not np.isnan(value)]
+            values.append(single_key_values)
+
+        if len(values) == 0:
+            raise ValueError(
+                f"No revenue found for file {self.filename}")
+        elif len(values) > 1:
+            values = [value[0] for value in values]
+            if 2*max(values) == sum(values):
+                value = max(values)
+            else:
+                raise ValueError(
+                    f"Multiple revenues found for file {self.filename}")
+        else:
+            value = values[0][0]
+
+        return value
+
+    def _get_sheet_name(self, possible_sheet_names):
+        sheet_dict = {sheet.lower(): value for sheet,
+                      value in possible_sheet_names.items()}
+        found_sheets = set([sheet for sheet in sheet_dict.keys()
+                            if sheet in self.sheet_names_lower_case])
+
+        if len(found_sheets) == 0:
+            raise ValueError(
+                f"No income statement found in file {self.filename}")
+        elif len(found_sheets) > 1:
+            sheets_priority = {sheet: sheet_dict[sheet]
+                               for sheet in found_sheets}
+            max_priority = max(sheets_priority.values())
+            found_sheets = set(
+                [sheet for sheet in found_sheets if sheets_priority[sheet] == max_priority])
+            if len(found_sheets) == 1:
+                sheet_name = list(found_sheets)[0]
+            else:
+                raise ValueError(
+                    f"Multiple income statements found in file {self.filename}")
+        else:
+            sheet_name = list(found_sheets)[0]
+
+        sheet_index = self.sheet_names_lower_case.index(sheet_name)
+        sheet_name = self.sheet_names[sheet_index]
+
+        return sheet_name
+
     def _read_sheet(self, sheet_name):
         return pd.read_excel(self.filename, sheet_name=sheet_name)
 
@@ -50,8 +156,23 @@ def _read_date(self, df):
         try:
             date = pd.Timestamp(df.columns[1])
         except ValueError:
-            date = pd.Timestamp(df.iloc[0][1])
+            date = pd.Timestamp(df.iloc[0].iloc[1])
 
         date = date.to_pydatetime().date()
-        print(date)
         return date
+
+
+# higher weight on all *incom sheet names
+possible_income_sheet_names = {
+    "Consolidated Statement of Incom": 2,
+    "Consolidated_Statement_of_Inco": 2,
+    "Consolidated Statements of Inco": 2,
+    "Consolidated_Statements_Of_Inc": 2,
+    "Consolidated Statements of Oper": 2,
+    "Consolidated_Statements_of_Ope": 2,
+    "income statements": 2,
+    "Consolidated Statements Of Earn": 2,
+    "Consolidated_Statements_Of_Ear": 2,
+    "Consolidated Statements of Comp": 1,
+    "Consolidated_Statements_of_Com": 1,
+}