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Market Cap

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This commit is contained in:
Tommaso Verzegnassi 2023-05-10 11:35:58 +02:00
parent b09974058a
commit 8dd206ce01
92 changed files with 211 additions and 2 deletions
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2
Companies_Data/AAPL_Data/AAPLMarketCap.csv Normal file
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,company_name,Market capitalization
0,AAPL,2701718978560
1 company_name Market capitalization
2 0 AAPL 2701718978560

2
Companies_Data/ABBV_Data/ABBVMarketCap.csv Normal file
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,company_name,Market capitalization
0,ABBV,259050717184
1 company_name Market capitalization
2 0 ABBV 259050717184

2
Companies_Data/ABT_Data/ABTMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,ABT,191719243776
1 company_name Market capitalization
2 0 ABT 191719243776

2
Companies_Data/ACN_Data/ACNMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,ACN,166529908736
1 company_name Market capitalization
2 0 ACN 166529908736

2
Companies_Data/ADBE_Data/ADBEMarketCap.csv Normal file
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,company_name,Market capitalization
0,ADBE,157173547008
1 company_name Market capitalization
2 0 ADBE 157173547008

2
Companies_Data/AMAT_Data/AMATMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,AMAT,96208232448
1 company_name Market capitalization
2 0 AMAT 96208232448

2
Companies_Data/AMGN_Data/AMGNMarketCap.csv Normal file
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,company_name,Market capitalization
0,AMGN,125262274560
1 company_name Market capitalization
2 0 AMGN 125262274560

2
Companies_Data/AMZN_Data/AMZNMarketCap.csv Normal file
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,company_name,Market capitalization
0,AMZN,1093963874304
1 company_name Market capitalization
2 0 AMZN 1093963874304

2
Companies_Data/APD_Data/APDMarketCap.csv Normal file
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,company_name,Market capitalization
0,APD,62169919488
1 company_name Market capitalization
2 0 APD 62169919488

2
Companies_Data/AVGO_Data/AVGOMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,AVGO,257871675392
1 company_name Market capitalization
2 0 AVGO 257871675392

2
Companies_Data/BAC_Data/BACMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,BAC,220426682368
1 company_name Market capitalization
2 0 BAC 220426682368

2
Companies_Data/BA_Data/BAMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,BA,121449799680
1 company_name Market capitalization
2 0 BA 121449799680

2
Companies_Data/BDX_Data/BDXMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,BDX,70904348672
1 company_name Market capitalization
2 0 BDX 70904348672

2
Companies_Data/BIDU_Data/BIDUMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,BIDU,42063650816
1 company_name Market capitalization
2 0 BIDU 42063650816

2
Companies_Data/BMY_Data/BMYMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,BMY,142857797632
1 company_name Market capitalization
2 0 BMY 142857797632

2
Companies_Data/CAT_Data/CATMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CAT,110234705920
1 company_name Market capitalization
2 0 CAT 110234705920

2
Companies_Data/CCI_Data/CCIMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CCI,50761191424
1 company_name Market capitalization
2 0 CCI 50761191424

2
Companies_Data/CHTR_Data/CHTRMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CHTR,51044929536
1 company_name Market capitalization
2 0 CHTR 51044929536

2
Companies_Data/CMCSA_Data/CMCSAMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CMCSA,165169037312
1 company_name Market capitalization
2 0 CMCSA 165169037312

2
Companies_Data/CME_Data/CMEMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CME,66414739456
1 company_name Market capitalization
2 0 CME 66414739456

2
Companies_Data/COST_Data/COSTMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,COST,222091853824
1 company_name Market capitalization
2 0 COST 222091853824

2
Companies_Data/CRM_Data/CRMMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CRM,196959830016
1 company_name Market capitalization
2 0 CRM 196959830016

2
Companies_Data/CSCO_Data/CSCOMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CSCO,190332764160
1 company_name Market capitalization
2 0 CSCO 190332764160

2
Companies_Data/CSX_Data/CSXMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CSX,65098260480
1 company_name Market capitalization
2 0 CSX 65098260480

2
Companies_Data/CVS_Data/CVSMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CVS,89703636992
1 company_name Market capitalization
2 0 CVS 89703636992

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Companies_Data/CVX_Data/CVXMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,CVX,301475102720
1 company_name Market capitalization
2 0 CVX 301475102720

2
Companies_Data/DE_Data/DEMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,DE,113029054464
1 company_name Market capitalization
2 0 DE 113029054464

2
Companies_Data/DHR_Data/DHRMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,DHR,173524336640
1 company_name Market capitalization
2 0 DHR 173524336640

2
Companies_Data/DIS_Data/DISMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,DIS,186663452672
1 company_name Market capitalization
2 0 DIS 186663452672

2
Companies_Data/DUK_Data/DUKMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,DUK,75562041344
1 company_name Market capitalization
2 0 DUK 75562041344

2
Companies_Data/D_Data/DMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,D,47230664704
1 company_name Market capitalization
2 0 D 47230664704

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Companies_Data/EXC_Data/EXCMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,EXC,42388529152
1 company_name Market capitalization
2 0 EXC 42388529152

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Companies_Data/FDX_Data/FDXMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,FDX,57466609664
1 company_name Market capitalization
2 0 FDX 57466609664

2
Companies_Data/FIS_Data/FISMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,FIS,32969119744
1 company_name Market capitalization
2 0 FIS 32969119744

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Companies_Data/GE_Data/GEMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,GE,110118273024
1 company_name Market capitalization
2 0 GE 110118273024

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Companies_Data/GILD_Data/GILDMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,GILD,98291187712
1 company_name Market capitalization
2 0 GILD 98291187712

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Companies_Data/GOOGL_Data/GOOGLMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,GOOGL,1365771026432
1 company_name Market capitalization
2 0 GOOGL 1365771026432

2
Companies_Data/GS_Data/GSMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,GS,107969134592
1 company_name Market capitalization
2 0 GS 107969134592

2
Companies_Data/HD_Data/HDMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,HD,294261653504
1 company_name Market capitalization
2 0 HD 294261653504

2
Companies_Data/HON_Data/HONMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,HON,131224911872
1 company_name Market capitalization
2 0 HON 131224911872

2
Companies_Data/IBM_Data/IBMMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,IBM,110027808768
1 company_name Market capitalization
2 0 IBM 110027808768

2
Companies_Data/INTC_Data/INTCMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,INTC,125547102208
1 company_name Market capitalization
2 0 INTC 125547102208

2
Companies_Data/ISRG_Data/ISRGMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,ISRG,105662521344
1 company_name Market capitalization
2 0 ISRG 105662521344

2
Companies_Data/JNJ_Data/JNJMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,JNJ,418525478912
1 company_name Market capitalization
2 0 JNJ 418525478912

2
Companies_Data/JPM_Data/JPMMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,JPM,398629568512
1 company_name Market capitalization
2 0 JPM 398629568512

2
Companies_Data/KO_Data/KOMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,KO,274135105536
1 company_name Market capitalization
2 0 KO 274135105536

2
Companies_Data/LIN_Data/LINMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,LIN,178556026880
1 company_name Market capitalization
2 0 LIN 178556026880

2
Companies_Data/LLY_Data/LLYMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,LLY,406649569280
1 company_name Market capitalization
2 0 LLY 406649569280

2
Companies_Data/LMT_Data/LMTMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,LMT,114480488448
1 company_name Market capitalization
2 0 LMT 114480488448

2
Companies_Data/LOW_Data/LOWMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,LOW,123517247488
1 company_name Market capitalization
2 0 LOW 123517247488

2
Companies_Data/LRCX_Data/LRCXMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,LRCX,69288542208
1 company_name Market capitalization
2 0 LRCX 69288542208

2
Companies_Data/MA_Data/MAMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MA,362885054464
1 company_name Market capitalization
2 0 MA 362885054464

2
Companies_Data/MCD_Data/MCDMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MCD,216589697024
1 company_name Market capitalization
2 0 MCD 216589697024

2
Companies_Data/MCO_Data/MCOMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MCO,56138153984
1 company_name Market capitalization
2 0 MCO 56138153984

2
Companies_Data/MDT_Data/MDTMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MDT,119205625856
1 company_name Market capitalization
2 0 MDT 119205625856

2
Companies_Data/MMC_Data/MMCMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MMC,88743051264
1 company_name Market capitalization
2 0 MMC 88743051264

2
Companies_Data/MMM_Data/MMMMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MMM,55608541184
1 company_name Market capitalization
2 0 MMM 55608541184

2
Companies_Data/MO_Data/MOMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MO,82897256448
1 company_name Market capitalization
2 0 MO 82897256448

2
Companies_Data/MRK_Data/MRKMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MRK,297971580928
1 company_name Market capitalization
2 0 MRK 297971580928

2
Companies_Data/MSFT_Data/MSFTMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,MSFT,2282695426048
1 company_name Market capitalization
2 0 MSFT 2282695426048

2
Companies_Data/NEE_Data/NEEMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,NEE,152930091008
1 company_name Market capitalization
2 0 NEE 152930091008

2
Companies_Data/NFLX_Data/NFLXMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,NFLX,147649855488
1 company_name Market capitalization
2 0 NFLX 147649855488

2
Companies_Data/NKE_Data/NKEMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,NKE,192277446656
1 company_name Market capitalization
2 0 NKE 192277446656

2
Companies_Data/NSC_Data/NSCMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,NSC,47417413632
1 company_name Market capitalization
2 0 NSC 47417413632

2
Companies_Data/NVDA_Data/NVDAMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,NVDA,705703706624
1 company_name Market capitalization
2 0 NVDA 705703706624

2
Companies_Data/ORCL_Data/ORCLMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,ORCL,259558768640
1 company_name Market capitalization
2 0 ORCL 259558768640

2
Companies_Data/PEP_Data/PEPMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,PEP,267464736768
1 company_name Market capitalization
2 0 PEP 267464736768

2
Companies_Data/PFE_Data/PFEMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,PFE,217196511232
1 company_name Market capitalization
2 0 PFE 217196511232

2
Companies_Data/PG_Data/PGMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,PG,362289856512
1 company_name Market capitalization
2 0 PG 362289856512

2
Companies_Data/PM_Data/PMMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,PM,148467924992
1 company_name Market capitalization
2 0 PM 148467924992

2
Companies_Data/PYPL_Data/PYPLMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,PYPL,73998786560
1 company_name Market capitalization
2 0 PYPL 73998786560

2
Companies_Data/SCHW_Data/SCHWMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,SCHW,87188955136
1 company_name Market capitalization
2 0 SCHW 87188955136

2
Companies_Data/SO_Data/SOMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,SO,81441980416
1 company_name Market capitalization
2 0 SO 81441980416

2
Companies_Data/SPGI_Data/SPGIMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,SPGI,113970610176
1 company_name Market capitalization
2 0 SPGI 113970610176

2
Companies_Data/SPG_Data/SPGMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,SPG,39859634176
1 company_name Market capitalization
2 0 SPG 39859634176

2
Companies_Data/TGT_Data/TGTMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,TGT,72657674240
1 company_name Market capitalization
2 0 TGT 72657674240

2
Companies_Data/TMO_Data/TMOMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,TMO,206229569536
1 company_name Market capitalization
2 0 TMO 206229569536

2
Companies_Data/TMUS_Data/TMUSMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,TMUS,170420387840
1 company_name Market capitalization
2 0 TMUS 170420387840

2
Companies_Data/TSLA_Data/TSLAMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,TSLA,536120885248
1 company_name Market capitalization
2 0 TSLA 536120885248

2
Companies_Data/TXN_Data/TXNMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,TXN,147947601920
1 company_name Market capitalization
2 0 TXN 147947601920

2
Companies_Data/T_Data/TMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,T,121675988992
1 company_name Market capitalization
2 0 T 121675988992

2
Companies_Data/UNH_Data/UNHMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,UNH,456559460352
1 company_name Market capitalization
2 0 UNH 456559460352

2
Companies_Data/UNP_Data/UNPMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,UNP,122298712064
1 company_name Market capitalization
2 0 UNP 122298712064

2
Companies_Data/UPS_Data/UPSMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,UPS,148595867648
1 company_name Market capitalization
2 0 UPS 148595867648

2
Companies_Data/USB_Data/USBMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,USB,45852028928
1 company_name Market capitalization
2 0 USB 45852028928

2
Companies_Data/VZ_Data/VZMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,VZ,157943906304
1 company_name Market capitalization
2 0 VZ 157943906304

2
Companies_Data/V_Data/VMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,V,488539717632
1 company_name Market capitalization
2 0 V 488539717632

2
Companies_Data/WFC_Data/WFCMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,WFC,144610557952
1 company_name Market capitalization
2 0 WFC 144610557952

2
Companies_Data/WMT_Data/WMTMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,WMT,413342760960
1 company_name Market capitalization
2 0 WMT 413342760960

2
Companies_Data/XOM_Data/XOMMarketCap.csv Normal file
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@ -0,0 +1,2 @@
,company_name,Market capitalization
0,XOM,441373097984
1 company_name Market capitalization
2 0 XOM 441373097984

10
scraper/marketcap.py Normal file
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@ -0,0 +1,10 @@
from yahooquery import Ticker
stock_symbol = 'AAPL' # Replace with your desired stock symbol
ticker = Ticker(stock_symbol)
summary = ticker.summary_detail
market_cap = summary[stock_symbol.upper()]['marketCap']
print("Market Cap:", market_cap)

23
scraper/retriever.py
View File

@ -13,9 +13,20 @@ import yfinance as yf
from yahoo_fin import stock_info as si
def get_market_cap(ticker1):
def get_analyst_estimates(ticker_symbol):
estimates = si.get_analysts_info(ticker_symbol)
ticker = Ticker(ticker1)
summary = ticker.summary_detail
market_cap = summary[ticker1.upper()]['marketCap']
return market_cap
def get_analyst_estimates(ticker):
estimates = si.get_analysts_info(ticker)
next_5_years_estimates = estimates["Growth Estimates"].iloc[4].dropna()
return next_5_years_estimates[1]
@ -92,6 +103,13 @@ def get_stock_data(ticker):
'5Y Growth estimate': [estimated_growth]
})
market_cap = get_market_cap(ticker)
market_cap_file = pd.DataFrame({
'company_name': [ticker],
'Market capitalization': [market_cap]
})
ratios_components = ['asOfDate', 'PeRatio',
'PegRatio', 'PsRatio', 'PbRatio']
balance_sheet_components = ['asOfDate', 'CurrentAssets',
@ -112,6 +130,7 @@ def get_stock_data(ticker):
balance_sheet_data.to_csv(os.path.join(folder_name, ticker + "_balance_sheet_4Y+4Q.csv"))
company_data.to_csv(os.path.join(folder_name, ticker + "meta_data.csv"))
earnings_next5Y.to_csv(os.path.join(folder_name, ticker + "5YGrowthEstimates.csv"))
market_cap_file.to_csv(os.path.join(folder_name, ticker + "MarketCap.csv"))