├── .gitignore ├── README.md ├── datasets ├── A.csv ├── AAL.csv ├── AAP.csv ├── AAPL.csv ├── ABBV.csv ├── ABC.csv ├── ABMD.csv ├── ABT.csv ├── ACN.csv ├── ADBE.csv ├── ADI.csv ├── ADM.csv ├── ADP.csv ├── ADS.csv ├── ADSK.csv ├── AEE.csv ├── AEP.csv ├── AES.csv ├── AFL.csv ├── AGN.csv ├── AIG.csv ├── AIV.csv ├── AIZ.csv ├── AJG.csv ├── AKAM.csv ├── ALB.csv ├── ALGN.csv ├── ALK.csv ├── ALL.csv ├── ALLE.csv ├── ALXN.csv ├── AMAT.csv ├── AMCR.csv ├── AMD.csv ├── AME.csv ├── AMGN.csv ├── AMP.csv ├── AMT.csv ├── AMZN.csv ├── ANET.csv ├── ANSS.csv ├── ANTM.csv ├── AON.csv ├── AOS.csv ├── APA.csv ├── APD.csv ├── APH.csv ├── APTV.csv ├── ARE.csv ├── ARNC.csv ├── ATO.csv ├── ATVI.csv ├── AVB.csv ├── AVGO.csv ├── AVY.csv ├── AWK.csv ├── AXP.csv ├── AZO.csv ├── BA.csv ├── BAC.csv ├── BAX.csv ├── BBY.csv ├── BDX.csv ├── BEN.csv ├── BF.B.csv ├── BIIB.csv ├── BK.csv ├── BKNG.csv ├── BKR.csv ├── BLK.csv ├── BLL.csv ├── BMY.csv ├── BR.csv ├── BRK.B.csv ├── BSX.csv ├── BWA.csv ├── BXP.csv ├── C.csv ├── CAG.csv ├── CAH.csv ├── CAT.csv ├── CB.csv ├── CBOE.csv ├── CBRE.csv ├── CCI.csv ├── CCL.csv ├── CDNS.csv ├── CDW.csv ├── CE.csv ├── CERN.csv ├── CF.csv ├── CFG.csv ├── CHD.csv ├── CHRW.csv ├── CHTR.csv ├── CI.csv ├── CINF.csv ├── CL.csv ├── CLX.csv ├── CMA.csv ├── CMCSA.csv ├── CME.csv ├── CMG.csv ├── CMI.csv ├── CMS.csv ├── CNC.csv ├── CNP.csv ├── COF.csv ├── COG.csv ├── COO.csv ├── COP.csv ├── COST.csv ├── COTY.csv ├── CPB.csv ├── CPRI.csv ├── CPRT.csv ├── CRM.csv ├── CSCO.csv ├── CSX.csv ├── CTAS.csv ├── CTL.csv ├── CTSH.csv ├── CTVA.csv ├── CTXS.csv ├── CVS.csv ├── CVX.csv ├── CXO.csv ├── D.csv ├── DAL.csv ├── DD.csv ├── DE.csv ├── DFS.csv ├── DG.csv ├── DGX.csv ├── DHI.csv ├── DHR.csv ├── DIS.csv ├── DISCA.csv ├── DISCK.csv ├── DISH.csv ├── DLR.csv ├── DLTR.csv ├── DOV.csv ├── DOW.csv ├── DRE.csv ├── DRI.csv ├── DTE.csv ├── DUK.csv ├── DVA.csv ├── DVN.csv ├── DXC.csv ├── EA.csv ├── EBAY.csv ├── ECL.csv ├── ED.csv ├── EFX.csv ├── EIX.csv ├── EL.csv ├── EMN.csv ├── EMR.csv ├── EOG.csv ├── EQIX.csv ├── EQR.csv ├── ES.csv ├── ESS.csv ├── ETFC.csv ├── ETN.csv ├── ETR.csv ├── EVRG.csv ├── EW.csv ├── EXC.csv ├── EXPD.csv ├── EXPE.csv ├── EXR.csv ├── F.csv ├── FANG.csv ├── FAST.csv ├── FB.csv ├── FBHS.csv ├── FCX.csv ├── FDX.csv ├── FE.csv ├── FFIV.csv ├── FIS.csv ├── FISV.csv ├── FITB.csv ├── FLIR.csv ├── FLS.csv ├── FLT.csv ├── FMC.csv ├── FOX.csv ├── FOXA.csv ├── FRC.csv ├── FRT.csv ├── FTI.csv ├── FTNT.csv ├── FTV.csv ├── GD.csv ├── GE.csv ├── GILD.csv ├── GIS.csv ├── GL.csv ├── GLW.csv ├── GM.csv ├── GOOG.csv ├── GOOGL.csv ├── GPC.csv ├── GPN.csv ├── GPS.csv ├── GRMN.csv ├── GS.csv ├── GWW.csv ├── HAL.csv ├── HAS.csv ├── HBAN.csv ├── HBI.csv ├── HCA.csv ├── HD.csv ├── HES.csv ├── HFC.csv ├── HIG.csv ├── HII.csv ├── HLT.csv ├── HOG.csv ├── HOLX.csv ├── HON.csv ├── HP.csv ├── HPE.csv ├── HPQ.csv ├── HRB.csv ├── HRL.csv ├── HSIC.csv ├── HST.csv ├── HSY.csv ├── HUM.csv ├── IBM.csv ├── ICE.csv ├── IDXX.csv ├── IEX.csv ├── IFF.csv ├── ILMN.csv ├── INCY.csv ├── INFO.csv ├── INTC.csv ├── INTU.csv ├── IP.csv ├── IPG.csv ├── IPGP.csv ├── IQV.csv ├── IR.csv ├── IRM.csv ├── ISRG.csv ├── IT.csv ├── ITW.csv ├── IVZ.csv ├── J.csv ├── JBHT.csv ├── JCI.csv ├── JKHY.csv ├── JNJ.csv ├── JNPR.csv ├── JPM.csv ├── JWN.csv ├── K.csv ├── KEY.csv ├── KEYS.csv ├── KHC.csv ├── KIM.csv ├── KLAC.csv ├── KMB.csv ├── KMI.csv ├── KMX.csv ├── KO.csv ├── KR.csv ├── KSS.csv ├── KSU.csv ├── L.csv ├── LB.csv ├── LDOS.csv ├── LEG.csv ├── LEN.csv ├── LH.csv ├── LHX.csv ├── LIN.csv ├── LKQ.csv ├── LLY.csv ├── LMT.csv ├── LNC.csv ├── LNT.csv ├── LOW.csv ├── LRCX.csv ├── LUV.csv ├── LVS.csv ├── LW.csv ├── LYB.csv ├── LYV.csv ├── M.csv ├── MA.csv ├── MAA.csv ├── MAR.csv ├── MAS.csv ├── MCD.csv ├── MCHP.csv ├── MCK.csv ├── MCO.csv ├── MDLZ.csv ├── MDT.csv ├── MET.csv ├── MGM.csv ├── MHK.csv ├── MKC.csv ├── MKTX.csv ├── MLM.csv ├── MMC.csv ├── MMM.csv ├── MNST.csv ├── MO.csv ├── MOS.csv ├── MPC.csv ├── MRK.csv ├── MRO.csv ├── MS.csv ├── MSCI.csv ├── MSFT.csv ├── MSI.csv ├── MTB.csv ├── MTD.csv ├── MU.csv ├── MXIM.csv ├── MYL.csv ├── NBL.csv ├── NCLH.csv ├── NDAQ.csv ├── NEE.csv ├── NEM.csv ├── NFLX.csv ├── NI.csv ├── NKE.csv ├── NLOK.csv ├── NLSN.csv ├── NOC.csv ├── NOV.csv ├── NOW.csv ├── NRG.csv ├── NSC.csv ├── NTAP.csv ├── NTRS.csv ├── NUE.csv ├── NVDA.csv ├── NVR.csv ├── NWL.csv ├── NWS.csv ├── NWSA.csv ├── O.csv ├── ODFL.csv ├── OKE.csv ├── OMC.csv ├── ORCL.csv ├── ORLY.csv ├── OXY.csv ├── PAYX.csv ├── PBCT.csv ├── PCAR.csv ├── PEAK.csv ├── PEG.csv ├── PEP.csv ├── PFE.csv ├── PFG.csv ├── PG.csv ├── PGR.csv ├── PH.csv ├── PHM.csv ├── PKG.csv ├── PKI.csv ├── PLD.csv ├── PM.csv ├── PNC.csv ├── PNR.csv ├── PNW.csv ├── PPG.csv ├── PPL.csv ├── PRGO.csv ├── PRU.csv ├── PSA.csv ├── PSX.csv ├── PVH.csv ├── PWR.csv ├── PXD.csv ├── PYPL.csv ├── QCOM.csv ├── QRVO.csv ├── RCL.csv ├── RE.csv ├── REG.csv ├── REGN.csv ├── RF.csv ├── RHI.csv ├── RJF.csv ├── RL.csv ├── RMD.csv ├── ROK.csv ├── ROL.csv ├── ROP.csv ├── ROST.csv ├── RSG.csv ├── RTN.csv ├── SBAC.csv ├── SBUX.csv ├── SCHW.csv ├── SEE.csv ├── SHW.csv ├── SIVB.csv ├── SJM.csv ├── SLB.csv ├── SLG.csv ├── SNA.csv ├── SNPS.csv ├── SO.csv ├── SPG.csv ├── SPGI.csv ├── SRE.csv ├── STE.csv ├── STT.csv ├── STX.csv ├── STZ.csv ├── SWK.csv ├── SWKS.csv ├── SYF.csv ├── SYK.csv ├── SYY.csv ├── T.csv ├── TAP.csv ├── TDG.csv ├── TEL.csv ├── TFC.csv ├── TFX.csv ├── TGT.csv ├── TIF.csv ├── TJX.csv ├── TMO.csv ├── TMUS.csv ├── TPR.csv ├── TROW.csv ├── TRV.csv ├── TSCO.csv ├── TSN.csv ├── TTWO.csv ├── TWTR.csv ├── TXN.csv ├── TXT.csv ├── UA.csv ├── UAA.csv ├── UAL.csv ├── UDR.csv ├── UHS.csv ├── ULTA.csv ├── UNH.csv ├── UNM.csv ├── UNP.csv ├── UPS.csv ├── URI.csv ├── USB.csv ├── UTX.csv ├── V.csv ├── VAR.csv ├── VFC.csv ├── VIAC.csv ├── VLO.csv ├── VMC.csv ├── VNO.csv ├── VRSK.csv ├── VRSN.csv ├── VRTX.csv ├── VTR.csv ├── VZ.csv ├── WAB.csv ├── WAT.csv ├── WBA.csv ├── WCG.csv ├── WDC.csv ├── WEC.csv ├── WELL.csv ├── WFC.csv ├── WHR.csv ├── WLTW.csv ├── WM.csv ├── WMB.csv ├── WMT.csv ├── WRB.csv ├── WRK.csv ├── WU.csv ├── WY.csv ├── WYNN.csv ├── XEC.csv ├── XEL.csv ├── XLNX.csv ├── XOM.csv ├── XRAY.csv ├── XRX.csv ├── XYL.csv ├── YUM.csv ├── ZBH.csv ├── ZBRA.csv ├── ZION.csv └── ZTS.csv ├── requirements.txt ├── snapshot.py ├── squeeze.py └── symbols.csv /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # ttm-squeeze 2 | TTM Squeeze Scanner For Stocks in Python using Pandas and YFinance 3 | 4 | ### Tutorial Video / Screencast on how to build this scanner can be found on my YouTube channel 5 | 6 | https://www.youtube.com/watch?v=YhkNoOqYp9A 7 | -------------------------------------------------------------------------------- /datasets/AGN.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 2020-01-02,191.83999633789062,192.24000549316406,190.99000549316406,192.24000549316406,190.7770538330078,1554209 3 | 2020-01-03,190.25999450683594,192.0,190.25,191.0800018310547,189.62588500976562,2088557 4 | 2020-01-06,190.9499969482422,191.94000244140625,190.60000610351562,191.5,190.04269409179688,5029739 5 | 2020-01-07,191.5,191.85000610351562,190.47000122070312,190.47000122070312,189.02052307128906,4127541 6 | 2020-01-08,191.5,192.2899932861328,191.10000610351562,191.14999389648438,189.69534301757812,3434418 7 | 2020-01-09,191.3800048828125,192.66000366210938,191.2100067138672,192.64999389648438,191.18392944335938,2684507 8 | 2020-01-10,192.75999450683594,193.4199981689453,191.73500061035156,191.8300018310547,190.37017822265625,3130815 9 | 2020-01-13,192.2899932861328,192.2899932861328,190.85000610351562,191.3800048828125,189.92361450195312,2251960 10 | 2020-01-14,191.14999389648438,192.7100067138672,190.77000427246094,192.5399932861328,191.07476806640625,2682533 11 | 2020-01-15,192.58999633789062,194.61000061035156,192.52000427246094,193.85000610351562,192.3748016357422,2643923 12 | 2020-01-16,193.85000610351562,194.42999267578125,193.3800048828125,193.8300018310547,192.35494995117188,2235054 13 | 2020-01-17,193.47999572753906,193.75999450683594,192.33999633789062,192.67999267578125,191.2136993408203,2091826 14 | 2020-01-21,192.0399932861328,193.16000366210938,192.01499938964844,192.5800018310547,191.11447143554688,3079781 15 | 2020-01-22,192.3300018310547,192.72999572753906,191.52999877929688,191.66000366210938,190.20147705078125,2048230 16 | 2020-01-23,191.2899932861328,191.42999267578125,189.89999389648438,190.60000610351562,189.1495361328125,3021426 17 | 2020-01-24,190.0,190.38999938964844,187.82000732421875,188.19000244140625,186.75787353515625,3447097 18 | 2020-01-27,190.0,190.89999389648438,189.0,189.0,187.56170654296875,5606117 19 | 2020-01-28,189.75999450683594,189.94000244140625,189.13999938964844,189.25,187.809814453125,2038497 20 | 2020-01-29,189.27999877929688,189.57000732421875,188.8000030517578,188.8000030517578,187.3632354736328,1319495 21 | 2020-01-30,188.0,188.49000549316406,187.02999877929688,187.61000061035156,186.1822967529297,2684645 22 | 2020-01-31,187.22000122070312,187.5500030517578,186.5,186.63999938964844,185.21966552734375,1808642 23 | 2020-02-03,186.6699981689453,188.57000732421875,186.6699981689453,188.44000244140625,187.00596618652344,2443345 24 | 2020-02-04,189.6699981689453,190.63999938964844,189.48699951171875,190.16000366210938,188.712890625,1910045 25 | 2020-02-05,190.8000030517578,192.50999450683594,190.77000427246094,192.10000610351562,190.63812255859375,2509359 26 | 2020-02-06,192.8300018310547,193.1699981689453,191.86000061035156,192.8800048828125,191.4121856689453,2761367 27 | 2020-02-07,194.27999877929688,197.75999450683594,193.7899932861328,197.0500030517578,195.55044555664062,4255933 28 | 2020-02-10,197.1199951171875,200.2899932861328,197.02999877929688,199.64999389648438,198.1306610107422,3858041 29 | 2020-02-11,200.0,201.7100067138672,199.77000427246094,200.99000549316406,199.46047973632812,2422111 30 | 2020-02-12,200.85000610351562,202.21499633789062,200.5800018310547,202.10000610351562,200.56202697753906,2591074 31 | 2020-02-13,200.8000030517578,201.39999389648438,199.13999938964844,199.25999450683594,198.4703369140625,2450460 32 | 2020-02-14,199.39999389648438,199.39999389648438,197.94000244140625,198.32000732421875,197.53407287597656,3059386 33 | 2020-02-18,197.82000732421875,198.97999572753906,197.24000549316406,198.0,197.21533203125,1737510 34 | 2020-02-19,198.0500030517578,199.1699981689453,197.5399932861328,198.80999755859375,198.02212524414062,2238397 35 | 2020-02-20,198.4499969482422,198.92999267578125,197.30999755859375,198.74000549316406,197.95240783691406,1840157 36 | 2020-02-21,198.14999389648438,200.39999389648438,198.0,200.14999389648438,199.3568115234375,2710542 37 | 2020-02-24,197.5500030517578,198.8000030517578,197.3000030517578,198.1699981689453,197.38465881347656,3327179 38 | 2020-02-25,198.42999267578125,198.42999267578125,193.1300048828125,193.72999572753906,192.96224975585938,3266967 39 | 2020-02-26,194.13999938964844,195.74000549316406,193.00999450683594,193.19000244140625,192.42440795898438,2013968 40 | 2020-02-27,191.39999389648438,194.0,188.0399932861328,189.52000427246094,188.76895141601562,4765238 41 | 2020-02-28,185.80999755859375,190.67999267578125,185.41000366210938,190.6699981689453,189.9143829345703,4951886 42 | 2020-03-02,190.6699981689453,193.83999633789062,188.4600067138672,193.83999633789062,193.0718231201172,3775647 43 | 2020-03-03,193.97999572753906,195.60000610351562,190.13999938964844,191.94000244140625,191.17935180664062,5338811 44 | 2020-03-04,193.69000244140625,195.97999572753906,193.27000427246094,195.94000244140625,195.1634979248047,2927731 45 | 2020-03-05,193.9499969482422,195.25,192.0399932861328,192.88999938964844,192.12559509277344,3348617 46 | 2020-03-06,189.27000427246094,192.3800048828125,188.7949981689453,191.9499969482422,191.18931579589844,4726128 47 | 2020-03-09,185.1999969482422,189.2100067138672,184.0,185.4600067138672,184.72503662109375,5194637 48 | 2020-03-10,188.27000427246094,189.9499969482422,184.9499969482422,189.2100067138672,188.46017456054688,5107629 49 | 2020-03-11,186.52999877929688,188.22999572753906,184.0399932861328,185.5,184.76487731933594,4701857 50 | 2020-03-12,178.66000366210938,180.72999572753906,172.8800048828125,174.57000732421875,173.87820434570312,8800776 51 | 2020-03-13,179.94000244140625,184.77999877929688,178.36000061035156,183.85000610351562,183.1214141845703,4884651 52 | 2020-03-16,173.75,175.99000549316406,164.4600067138672,164.6999969482422,164.04730224609375,7849512 53 | 2020-03-17,167.22000122070312,174.19000244140625,159.07000732421875,171.83999633789062,171.1590118408203,7408181 54 | 2020-03-18,171.0,172.1999969482422,158.6699981689453,169.22999572753906,168.55934143066406,7096908 55 | 2020-03-19,167.19000244140625,175.27999877929688,164.13999938964844,171.25999450683594,170.581298828125,6022844 56 | 2020-03-20,173.22000122070312,174.4600067138672,168.11000061035156,170.8800048828125,170.20281982421875,5989506 57 | 2020-03-23,167.7899932861328,172.52999877929688,164.72999572753906,167.6999969482422,167.03541564941406,4942216 58 | 2020-03-24,172.67999267578125,174.99000549316406,170.58999633789062,170.85000610351562,170.17294311523438,3690656 59 | 2020-03-25,169.72000122070312,172.52000427246094,168.3000030517578,169.0,168.33026123046875,5966581 60 | 2020-03-26,170.1300048828125,175.92999267578125,170.0399932861328,175.5399932861328,174.84434509277344,5473122 61 | 2020-03-27,170.9600067138672,176.58999633789062,170.9600067138672,173.0,172.3144073486328,3421364 62 | 2020-03-30,174.63999938964844,177.3300018310547,174.30999755859375,176.30999755859375,175.61129760742188,2498108 63 | 2020-03-31,175.86000061035156,179.02000427246094,175.14999389648438,177.10000610351562,176.39816284179688,4576282 64 | 2020-04-01,173.49000549316406,175.9499969482422,173.0399932861328,174.89999389648438,174.20687866210938,3293120 65 | 2020-04-02,174.0,178.625,173.33999633789062,177.5399932861328,176.83641052246094,2868147 66 | 2020-04-03,177.02000427246094,178.41000366210938,174.57000732421875,175.7100067138672,175.01368713378906,2927478 67 | 2020-04-06,178.1199951171875,179.5399932861328,176.47000122070312,178.14999389648438,177.44400024414062,7889903 68 | 2020-04-07,179.75999450683594,181.52000427246094,178.24000549316406,178.25999450683594,177.55355834960938,3860625 69 | 2020-04-08,178.8800048828125,181.8699951171875,177.7899932861328,181.0800018310547,180.36239624023438,3601013 70 | 2020-04-09,181.89999389648438,182.85000610351562,181.2100067138672,182.1999969482422,181.4779510498047,4269304 71 | 2020-04-13,182.11000061035156,184.00999450683594,181.60000610351562,183.8300018310547,183.10150146484375,2762275 72 | 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2020-01-08,1898.0400390625,1911.0,1886.43994140625,1891.969970703125,1891.969970703125,3508000 7 | 2020-01-09,1909.8900146484375,1917.8199462890625,1895.800048828125,1901.050048828125,1901.050048828125,3167300 8 | 2020-01-10,1905.3699951171875,1906.93994140625,1880.0,1883.1600341796875,1883.1600341796875,2853700 9 | 2020-01-13,1891.31005859375,1898.0,1880.800048828125,1891.300048828125,1891.300048828125,2780800 10 | 2020-01-14,1885.8800048828125,1887.1099853515625,1858.550048828125,1869.43994140625,1869.43994140625,3440900 11 | 2020-01-15,1872.25,1878.8599853515625,1855.0899658203125,1862.02001953125,1862.02001953125,2896600 12 | 2020-01-16,1882.989990234375,1885.5899658203125,1866.02001953125,1877.93994140625,1877.93994140625,2659500 13 | 2020-01-17,1885.8900146484375,1886.6400146484375,1857.25,1864.719970703125,1864.719970703125,3997300 14 | 2020-01-21,1865.0,1894.27001953125,1860.0,1892.0,1892.0,3707800 15 | 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100 | 2020-05-22,2455.010009765625,2469.85009765625,2430.1298828125,2436.8798828125,2436.8798828125,2867100 101 | 2020-05-26,2458.0,2462.0,2414.06005859375,2421.860107421875,2421.860107421875,3568200 102 | 2020-05-27,2404.989990234375,2413.580078125,2330.0,2410.389892578125,2410.389892578125,5056900 103 | 2020-05-28,2384.330078125,2436.969970703125,2378.22998046875,2401.10009765625,2401.10009765625,3190200 104 | 2020-05-29,2415.93994140625,2442.3701171875,2398.199951171875,2442.3701171875,2442.3701171875,3529300 105 | 2020-06-01,2448.0,2476.929931640625,2444.169921875,2471.0400390625,2471.0400390625,2928900 106 | 2020-06-02,2467.0,2473.530029296875,2445.31005859375,2472.409912109375,2472.409912109375,2529900 107 | 2020-06-03,2468.010009765625,2488.0,2461.169921875,2478.39990234375,2478.39990234375,2671000 108 | 2020-06-04,2477.429931640625,2507.5400390625,2450.010009765625,2460.60009765625,2460.60009765625,2948700 109 | 2020-06-05,2444.510009765625,2488.64990234375,2437.1298828125,2483.0,2483.0,3306400 110 | 2020-06-08,2500.199951171875,2530.0,2487.340087890625,2524.06005859375,2524.06005859375,3970700 111 | 2020-06-09,2529.43994140625,2626.429931640625,2525.0,2600.860107421875,2600.860107421875,5176000 112 | 2020-06-10,2645.0,2722.35009765625,2626.260009765625,2647.449951171875,2647.449951171875,4946000 113 | 2020-06-11,2603.5,2671.3798828125,2536.22998046875,2557.9599609375,2557.9599609375,5800100 114 | 2020-06-12,2601.2099609375,2621.47998046875,2503.35009765625,2545.02001953125,2545.02001953125,5429600 115 | 2020-06-15,2526.60009765625,2584.0,2508.0,2572.679931640625,2572.679931640625,3865100 116 | 2020-06-16,2620.0,2620.0,2576.0,2615.27001953125,2615.27001953125,3585600 117 | 2020-06-17,2647.5,2655.0,2631.820068359375,2640.97998046875,2640.97998046875,2951100 118 | 2020-06-18,2647.010009765625,2659.639892578125,2636.110107421875,2653.97998046875,2653.97998046875,2487800 119 | 2020-06-19,2678.080078125,2697.429931640625,2659.0,2675.010009765625,2675.010009765625,5777000 120 | 2020-06-22,2684.5,2715.0,2669.0,2713.820068359375,2713.820068359375,3208800 121 | 2020-06-23,2726.02001953125,2783.110107421875,2718.0400390625,2764.409912109375,2764.409912109375,4231700 122 | 2020-06-24,2780.0,2796.0,2721.0,2734.39990234375,2734.39990234375,4526600 123 | 2020-06-25,2739.550048828125,2756.22998046875,2712.139892578125,2754.580078125,2754.580078125,2968700 124 | 2020-06-26,2775.06005859375,2782.570068359375,2688.0,2692.8701171875,2692.8701171875,6500800 125 | 2020-06-29,2690.010009765625,2696.800048828125,2630.080078125,2680.3798828125,2680.3798828125,4223400 126 | 2020-06-30,2685.070068359375,2769.6298828125,2675.030029296875,2758.820068359375,2758.820068359375,3769700 127 | 2020-07-01,2757.989990234375,2895.0,2754.0,2878.699951171875,2878.699951171875,6363400 128 | 2020-07-02,2912.010009765625,2955.56005859375,2871.10009765625,2890.300048828125,2890.300048828125,6593400 129 | 2020-07-06,2934.969970703125,3059.8798828125,2930.0,3057.0400390625,3057.0400390625,6880600 130 | 2020-07-07,3058.550048828125,3069.550048828125,2990.0,3000.1201171875,3000.1201171875,5257500 131 | 2020-07-08,3022.610107421875,3083.969970703125,3012.429931640625,3081.110107421875,3081.110107421875,5037600 132 | 2020-07-09,3115.989990234375,3193.8798828125,3074.0,3182.6298828125,3182.6298828125,6388700 133 | 2020-07-10,3191.760009765625,3215.0,3135.699951171875,3200.0,3200.0,5486000 134 | 2020-07-13,3251.06005859375,3344.2900390625,3068.389892578125,3104.0,3104.0,7720400 135 | 2020-07-14,3089.0,3127.3798828125,2950.0,3084.0,3084.0,7231900 136 | 2020-07-15,3080.22998046875,3098.35009765625,2973.179931640625,3008.8701171875,3008.8701171875,5788900 137 | 2020-07-16,2971.06005859375,3032.0,2918.22998046875,2999.89990234375,2999.89990234375,6394200 138 | 2020-07-17,3009.0,3024.0,2948.449951171875,2961.969970703125,2961.969970703125,4761300 139 | 2020-07-20,3000.199951171875,3201.360107421875,2994.02001953125,3196.840087890625,3196.840087890625,7598200 140 | 2020-07-21,3232.489990234375,3240.580078125,3105.719970703125,3138.2900390625,3138.2900390625,6135000 141 | 2020-07-22,3125.0,3150.0,3065.260009765625,3099.909912109375,3099.909912109375,4104200 142 | 2020-07-23,3098.27001953125,3098.27001953125,2970.0,2986.550048828125,2986.550048828125,5656900 143 | 2020-07-24,2930.0,3031.580078125,2888.0,3008.909912109375,3008.909912109375,5632400 144 | 2020-07-27,3062.0,3098.0,3015.77001953125,3055.2099609375,3055.2099609375,4170500 145 | 2020-07-28,3054.27001953125,3077.090087890625,2995.760009765625,3000.330078125,3000.330078125,3126700 146 | 2020-07-29,3030.989990234375,3039.159912109375,2996.77001953125,3033.530029296875,3033.530029296875,2974100 147 | 2020-07-30,3014.0,3092.0,3005.0,3051.8798828125,3051.8798828125,6128300 148 | 2020-07-31,3244.0,3246.820068359375,3151.0,3164.679931640625,3164.679931640625,8085500 149 | 2020-08-03,3180.510009765625,3184.0,3104.0,3111.889892578125,3111.889892578125,5074700 150 | 2020-08-04,3101.2099609375,3167.239990234375,3101.2099609375,3138.830078125,3138.830078125,4694300 151 | 2020-08-05,3143.77001953125,3213.590087890625,3127.300048828125,3205.030029296875,3205.030029296875,3930000 152 | 2020-08-06,3194.360107421875,3247.469970703125,3165.429931640625,3225.0,3225.0,3940600 153 | 2020-08-07,3224.010009765625,3240.81005859375,3140.669921875,3167.4599609375,3167.4599609375,3929600 154 | 2020-08-10,3170.31005859375,3172.510009765625,3101.52001953125,3148.159912109375,3148.159912109375,3167300 155 | 2020-08-11,3113.199951171875,3159.219970703125,3073.0,3080.669921875,3080.669921875,3718100 156 | 2020-08-12,3108.0,3174.389892578125,3101.419921875,3162.239990234375,3162.239990234375,3527200 157 | 2020-08-13,3182.989990234375,3217.52001953125,3155.0,3161.02001953125,3161.02001953125,3149000 158 | 2020-08-14,3178.179931640625,3178.239990234375,3120.0,3148.02001953125,3148.02001953125,2751700 159 | 2020-08-17,3173.1201171875,3194.969970703125,3154.179931640625,3182.409912109375,3182.409912109375,2691200 160 | 2020-08-18,3212.0,3320.0,3205.820068359375,3312.489990234375,3312.489990234375,5346000 161 | 2020-08-19,3303.010009765625,3315.89990234375,3256.0,3260.47998046875,3260.47998046875,4185100 162 | 2020-08-20,3252.0,3312.6201171875,3238.0,3297.3701171875,3297.3701171875,3332500 163 | 2020-08-21,3295.0,3314.39990234375,3275.389892578125,3284.719970703125,3284.719970703125,3571400 164 | -------------------------------------------------------------------------------- /datasets/ARNC.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 2020-04-01,15.0,15.0,5.800000190734863,6.920000076293945,6.920000076293945,9626600 3 | 2020-04-02,7.309999942779541,7.980000019073486,6.0,6.210000038146973,6.210000038146973,13963700 4 | 2020-04-03,6.610000133514404,8.100000381469727,6.329999923706055,8.0600004196167,8.0600004196167,26556800 5 | 2020-04-06,8.680000305175781,9.0,7.230000019073486,7.300000190734863,7.300000190734863,7505200 6 | 2020-04-07,7.5,7.579999923706055,7.199999809265137,7.300000190734863,7.300000190734863,4968800 7 | 2020-04-08,7.199999809265137,10.300000190734863,7.199999809265137,10.029999732971191,10.029999732971191,7342800 8 | 2020-04-09,10.869999885559082,11.140000343322754,10.0,10.789999961853027,10.789999961853027,6333000 9 | 2020-04-13,10.970000267028809,11.84000015258789,9.449999809265137,9.5,9.5,2788900 10 | 2020-04-14,10.0,10.1899995803833,9.109999656677246,9.65999984741211,9.65999984741211,2940200 11 | 2020-04-15,9.119999885559082,9.239999771118164,8.699999809265137,8.890000343322754,8.890000343322754,1752000 12 | 2020-04-16,8.770000457763672,9.039999961853027,8.0600004196167,8.539999961853027,8.539999961853027,1832200 13 | 2020-04-17,8.9399995803833,10.199999809265137,8.899999618530273,9.470000267028809,9.470000267028809,4168600 14 | 2020-04-20,9.010000228881836,9.970000267028809,8.600000381469727,9.760000228881836,9.760000228881836,2430100 15 | 2020-04-21,9.489999771118164,9.859999656677246,9.270000457763672,9.3100004196167,9.3100004196167,1927800 16 | 2020-04-22,9.5600004196167,9.649999618530273,9.289999961853027,9.300000190734863,9.300000190734863,794500 17 | 2020-04-23,9.319999694824219,9.5,8.8100004196167,8.819999694824219,8.819999694824219,1426400 18 | 2020-04-24,8.819999694824219,8.930000305175781,7.900000095367432,8.039999961853027,8.039999961853027,3340900 19 | 2020-04-27,8.100000381469727,9.40999984741211,8.100000381469727,9.149999618530273,9.149999618530273,1703700 20 | 2020-04-28,9.399999618530273,9.800000190734863,7.909999847412109,8.199999809265137,8.199999809265137,5760900 21 | 2020-04-29,8.640000343322754,8.920000076293945,8.399999618530273,8.8100004196167,8.8100004196167,2215900 22 | 2020-04-30,8.569999694824219,8.800000190734863,8.319999694824219,8.720000267028809,8.720000267028809,1347700 23 | 2020-05-01,8.399999618530273,8.6899995803833,8.319999694824219,8.550000190734863,8.550000190734863,2067600 24 | 2020-05-04,8.199999809265137,9.020000457763672,8.15999984741211,8.880000114440918,8.880000114440918,1989200 25 | 2020-05-05,8.9399995803833,9.050000190734863,8.510000228881836,8.84000015258789,8.84000015258789,1854900 26 | 2020-05-06,8.75,8.75,8.300000190734863,8.34000015258789,8.34000015258789,1836400 27 | 2020-05-07,8.470000267028809,8.819999694824219,8.40999984741211,8.670000076293945,8.670000076293945,1224600 28 | 2020-05-08,8.739999771118164,9.119999885559082,8.630000114440918,9.119999885559082,9.119999885559082,1590300 29 | 2020-05-11,8.9399995803833,9.100000381469727,8.649999618530273,8.779999732971191,8.779999732971191,909700 30 | 2020-05-12,8.850000381469727,9.039999961853027,8.5,8.520000457763672,8.520000457763672,2538100 31 | 2020-05-13,8.489999771118164,8.600000381469727,8.229999542236328,8.300000190734863,8.300000190734863,1212800 32 | 2020-05-14,8.130000114440918,8.460000038146973,7.789999961853027,8.329999923706055,8.329999923706055,2273000 33 | 2020-05-15,8.210000038146973,8.619999885559082,8.039999961853027,8.34000015258789,8.34000015258789,1097700 34 | 2020-05-18,8.680000305175781,9.300000190734863,8.640000343322754,9.270000457763672,9.270000457763672,1459800 35 | 2020-05-19,9.289999961853027,9.59000015258789,8.979999542236328,9.289999961853027,9.289999961853027,1054400 36 | 2020-05-20,9.9399995803833,10.829999923706055,9.899999618530273,10.5,10.5,2621500 37 | 2020-05-21,10.399999618530273,11.609999656677246,10.25,11.279999732971191,11.279999732971191,2228300 38 | 2020-05-22,11.720000267028809,13.050000190734863,11.539999961853027,12.84000015258789,12.84000015258789,3196800 39 | 2020-05-26,14.100000381469727,15.779999732971191,12.779999732971191,13.050000190734863,13.050000190734863,5366900 40 | 2020-05-27,13.4399995803833,14.210000038146973,13.3100004196167,13.949999809265137,13.949999809265137,2587100 41 | 2020-05-28,14.510000228881836,14.75,13.529999732971191,13.729999542236328,13.729999542236328,2097600 42 | 2020-05-29,13.5,14.630000114440918,13.329999923706055,14.470000267028809,14.470000267028809,2453300 43 | 2020-06-01,14.40999984741211,15.0600004196167,14.020000457763672,14.930000305175781,14.930000305175781,1263100 44 | 2020-06-02,15.130000114440918,16.1200008392334,15.09000015258789,15.949999809265137,15.949999809265137,2019600 45 | 2020-06-03,16.600000381469727,17.309999465942383,16.15999984741211,17.09000015258789,17.09000015258789,2419800 46 | 2020-06-04,17.25,17.899999618530273,16.6299991607666,17.31999969482422,17.31999969482422,2690300 47 | 2020-06-05,17.799999237060547,18.780000686645508,17.600000381469727,18.690000534057617,18.690000534057617,2022800 48 | 2020-06-08,19.479999542236328,19.690000534057617,16.270000457763672,18.520000457763672,18.520000457763672,4423700 49 | 2020-06-09,17.5,18.600000381469727,17.149999618530273,17.799999237060547,17.799999237060547,2174100 50 | 2020-06-10,17.459999084472656,17.770000457763672,16.559999465942383,16.760000228881836,16.760000228881836,1696700 51 | 2020-06-11,15.0,16.56999969482422,14.710000038146973,15.369999885559082,15.369999885559082,1637900 52 | 2020-06-12,16.5,17.190000534057617,15.920000076293945,16.479999542236328,16.479999542236328,1394000 53 | 2020-06-15,15.470000267028809,16.59000015258789,15.25,16.260000228881836,16.260000228881836,2020100 54 | 2020-06-16,17.18000030517578,17.18000030517578,16.270000457763672,16.610000610351562,16.610000610351562,1585900 55 | 2020-06-17,16.6299991607666,16.75,15.430000305175781,15.510000228881836,15.510000228881836,1487700 56 | 2020-06-18,15.260000228881836,15.779999732971191,15.050000190734863,15.739999771118164,15.739999771118164,1083000 57 | 2020-06-19,15.989999771118164,15.989999771118164,15.079999923706055,15.399999618530273,15.399999618530273,3840300 58 | 2020-06-22,15.4399995803833,16.209999084472656,15.34000015258789,15.770000457763672,15.770000457763672,1365600 59 | 2020-06-23,16.030000686645508,16.3700008392334,15.75,15.920000076293945,15.920000076293945,1037300 60 | 2020-06-24,15.710000038146973,15.869999885559082,14.6899995803833,15.050000190734863,15.050000190734863,1509900 61 | 2020-06-25,14.920000076293945,15.850000381469727,14.75,15.460000038146973,15.460000038146973,1318700 62 | 2020-06-26,15.220000267028809,15.329999923706055,13.5600004196167,13.670000076293945,13.670000076293945,11774700 63 | 2020-06-29,14.029999732971191,14.300000190734863,13.510000228881836,13.84000015258789,13.84000015258789,1630700 64 | 2020-06-30,13.829999923706055,14.130000114440918,13.380000114440918,13.930000305175781,13.930000305175781,1138100 65 | 2020-07-01,13.9399995803833,14.15999984741211,13.1899995803833,13.229999542236328,13.229999542236328,1346400 66 | 2020-07-02,13.529999732971191,13.760000228881836,12.9399995803833,13.069999694824219,13.069999694824219,1120900 67 | 2020-07-06,13.449999809265137,14.25,13.300000190734863,14.1899995803833,14.1899995803833,1489000 68 | 2020-07-07,13.949999809265137,14.4399995803833,13.699999809265137,14.119999885559082,14.119999885559082,1385200 69 | 2020-07-08,14.170000076293945,14.649999618530273,13.720000267028809,14.539999961853027,14.539999961853027,1266500 70 | 2020-07-09,14.510000228881836,14.609999656677246,13.960000038146973,14.069999694824219,14.069999694824219,1202500 71 | 2020-07-10,14.050000190734863,14.5600004196167,14.020000457763672,14.510000228881836,14.510000228881836,726500 72 | 2020-07-13,14.75,15.6899995803833,14.6899995803833,14.9399995803833,14.9399995803833,1379400 73 | 2020-07-14,14.8100004196167,15.739999771118164,14.529999732971191,15.720000267028809,15.720000267028809,1019900 74 | 2020-07-15,16.270000457763672,16.5,15.670000076293945,16.40999984741211,16.40999984741211,1362200 75 | 2020-07-16,16.31999969482422,16.920000076293945,16.280000686645508,16.729999542236328,16.729999542236328,1267400 76 | 2020-07-17,16.75,16.8799991607666,16.059999465942383,16.25,16.25,747500 77 | 2020-07-20,16.040000915527344,16.399999618530273,15.8100004196167,16.25,16.25,958000 78 | 2020-07-21,16.219999313354492,16.989999771118164,16.18000030517578,16.790000915527344,16.790000915527344,1524000 79 | 2020-07-22,16.56999969482422,17.31999969482422,16.450000762939453,17.209999084472656,17.209999084472656,695900 80 | 2020-07-23,17.06999969482422,17.209999084472656,16.25,16.3700008392334,16.3700008392334,689300 81 | 2020-07-24,16.229999542236328,16.450000762939453,15.90999984741211,16.350000381469727,16.350000381469727,481400 82 | 2020-07-27,16.420000076293945,17.020000457763672,16.059999465942383,17.010000228881836,17.010000228881836,735100 83 | 2020-07-28,16.780000686645508,17.100000381469727,16.709999084472656,16.75,16.75,449100 84 | 2020-07-29,17.100000381469727,17.100000381469727,16.219999313354492,16.399999618530273,16.399999618530273,874600 85 | 2020-07-30,16.0,16.34000015258789,15.6899995803833,16.280000686645508,16.280000686645508,486700 86 | 2020-07-31,16.100000381469727,16.299999237060547,15.510000228881836,16.290000915527344,16.290000915527344,656900 87 | 2020-08-03,16.3799991607666,17.260000228881836,16.049999237060547,17.260000228881836,17.260000228881836,1004100 88 | 2020-08-04,16.649999618530273,17.59000015258789,15.710000038146973,17.459999084472656,17.459999084472656,1527600 89 | 2020-08-05,17.84000015258789,19.690000534057617,17.760000228881836,19.639999389648438,19.639999389648438,1812600 90 | 2020-08-06,19.399999618530273,20.579999923706055,19.06999969482422,20.34000015258789,20.34000015258789,1561500 91 | 2020-08-07,20.079999923706055,20.100000381469727,18.90999984741211,19.950000762939453,19.950000762939453,653400 92 | 2020-08-10,20.049999237060547,23.170000076293945,20.030000686645508,21.1299991607666,21.1299991607666,2221900 93 | 2020-08-11,21.780000686645508,23.149999618530273,21.43000030517578,22.110000610351562,22.110000610351562,1672200 94 | 2020-08-12,22.399999618530273,22.899999618530273,22.139999389648438,22.760000228881836,22.760000228881836,1235400 95 | 2020-08-13,22.510000228881836,22.65999984741211,21.739999771118164,22.1299991607666,22.1299991607666,1054100 96 | 2020-08-14,21.920000076293945,22.520000457763672,21.729999542236328,22.100000381469727,22.100000381469727,632300 97 | 2020-08-17,22.290000915527344,23.100000381469727,22.200000762939453,22.639999389648438,22.639999389648438,1367000 98 | 2020-08-18,22.850000381469727,23.290000915527344,22.600000381469727,23.079999923706055,23.079999923706055,948300 99 | 2020-08-19,23.1200008392334,23.700000762939453,22.8700008392334,23.0,23.0,728800 100 | 2020-08-20,22.56999969482422,23.34000015258789,22.43000030517578,22.940000534057617,22.940000534057617,607000 101 | 2020-08-21,22.579999923706055,23.219999313354492,21.899999618530273,22.290000915527344,22.290000915527344,463300 102 | -------------------------------------------------------------------------------- /datasets/BF.B.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | -------------------------------------------------------------------------------- /datasets/BKNG.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 2020-01-02,2068.39990234375,2077.409912109375,2053.219970703125,2074.580078125,2074.580078125,329000 3 | 2020-01-03,2042.469970703125,2067.68994140625,2035.0,2065.47998046875,2065.47998046875,294000 4 | 2020-01-06,2050.0,2059.7900390625,2035.0,2047.4000244140625,2047.4000244140625,384000 5 | 2020-01-07,2047.3900146484375,2072.830078125,2038.5400390625,2068.050048828125,2068.050048828125,345300 6 | 2020-01-08,2066.840087890625,2088.659912109375,2057.139892578125,2062.89990234375,2062.89990234375,325800 7 | 2020-01-09,2072.0,2090.0,2072.0,2084.2900390625,2084.2900390625,273800 8 | 2020-01-10,2088.3701171875,2094.0,2076.93994140625,2086.89990234375,2086.89990234375,198500 9 | 2020-01-13,2090.25,2090.25,2073.010009765625,2080.5,2080.5,254900 10 | 2020-01-14,2074.60009765625,2086.0,2067.159912109375,2071.47998046875,2071.47998046875,331700 11 | 2020-01-15,2073.56005859375,2083.989990234375,2061.3798828125,2065.159912109375,2065.159912109375,309000 12 | 2020-01-16,2073.010009765625,2073.010009765625,2040.969970703125,2054.75,2054.75,546800 13 | 2020-01-17,2060.0,2064.0400390625,2046.9100341796875,2054.68994140625,2054.68994140625,470800 14 | 2020-01-21,2006.0,2014.510009765625,1963.8699951171875,1990.5699462890625,1990.5699462890625,711700 15 | 2020-01-22,2004.3299560546875,2014.239990234375,1992.0400390625,2000.780029296875,2000.780029296875,357300 16 | 2020-01-23,1986.239990234375,2006.3900146484375,1975.1199951171875,1993.199951171875,1993.199951171875,368500 17 | 2020-01-24,1998.0,2000.81005859375,1954.739990234375,1962.9599609375,1962.9599609375,580400 18 | 2020-01-27,1906.4100341796875,1917.9000244140625,1868.0400390625,1908.8900146484375,1908.8900146484375,708900 19 | 2020-01-28,1914.6700439453125,1937.02001953125,1900.0,1917.449951171875,1917.449951171875,512500 20 | 2020-01-29,1924.0400390625,1933.0400390625,1890.0899658203125,1893.949951171875,1893.949951171875,445200 21 | 2020-01-30,1871.4200439453125,1885.510009765625,1858.8599853515625,1872.0899658203125,1872.0899658203125,588900 22 | 2020-01-31,1865.9300537109375,1865.9300537109375,1820.43994140625,1830.550048828125,1830.550048828125,717800 23 | 2020-02-03,1838.8699951171875,1858.1600341796875,1830.050048828125,1839.030029296875,1839.030029296875,634600 24 | 2020-02-04,1857.06005859375,1895.5,1848.1800537109375,1864.510009765625,1864.510009765625,662600 25 | 2020-02-05,1898.699951171875,1943.97998046875,1882.7099609375,1939.2900390625,1939.2900390625,552300 26 | 2020-02-06,1958.9000244140625,1972.0,1937.010009765625,1960.9000244140625,1960.9000244140625,412000 27 | 2020-02-07,1950.22998046875,1960.0,1904.1600341796875,1909.5899658203125,1909.5899658203125,449500 28 | 2020-02-10,1901.68994140625,1912.5899658203125,1883.0,1886.6400146484375,1886.6400146484375,470200 29 | 2020-02-11,1894.47998046875,1918.8900146484375,1892.6199951171875,1909.300048828125,1909.300048828125,408900 30 | 2020-02-12,1923.949951171875,1967.0,1911.2099609375,1960.3599853515625,1960.3599853515625,473200 31 | 2020-02-13,1944.0,1960.8800048828125,1929.0999755859375,1959.93994140625,1959.93994140625,388800 32 | 2020-02-14,1998.43994140625,2024.8800048828125,1984.6600341796875,1990.9599609375,1990.9599609375,535900 33 | 2020-02-18,1972.25,1988.18994140625,1961.949951171875,1976.280029296875,1976.280029296875,363500 34 | 2020-02-19,1982.760009765625,1989.989990234375,1962.3199462890625,1968.489990234375,1968.489990234375,241300 35 | 2020-02-20,1960.0,1987.760009765625,1956.3900146484375,1970.9100341796875,1970.9100341796875,359200 36 | 2020-02-21,1965.0,1968.0999755859375,1922.1600341796875,1928.719970703125,1928.719970703125,358500 37 | 2020-02-24,1830.9300537109375,1835.5,1777.8800048828125,1792.5400390625,1792.5400390625,886000 38 | 2020-02-25,1803.0,1811.31005859375,1711.010009765625,1726.5799560546875,1726.5799560546875,958300 39 | 2020-02-26,1731.219970703125,1742.93994140625,1659.6400146484375,1678.199951171875,1678.199951171875,903300 40 | 2020-02-27,1612.97998046875,1730.0,1592.449951171875,1659.8499755859375,1659.8499755859375,1338000 41 | 2020-02-28,1643.6400146484375,1718.0,1634.5400390625,1695.6600341796875,1695.6600341796875,977000 42 | 2020-03-02,1709.75,1732.9200439453125,1651.760009765625,1728.97998046875,1728.97998046875,869200 43 | 2020-03-03,1726.6300048828125,1749.989990234375,1646.9300537109375,1683.02001953125,1683.02001953125,704300 44 | 2020-03-04,1697.1500244140625,1736.8900146484375,1671.239990234375,1732.1300048828125,1732.1300048828125,593500 45 | 2020-03-05,1662.989990234375,1680.0400390625,1632.5799560546875,1647.43994140625,1647.43994140625,788800 46 | 2020-03-06,1603.0899658203125,1684.0,1584.0,1612.0899658203125,1612.0899658203125,1077500 47 | 2020-03-09,1483.989990234375,1588.6700439453125,1476.510009765625,1527.800048828125,1527.800048828125,770300 48 | 2020-03-10,1589.949951171875,1615.0,1499.93994140625,1559.0,1559.0,742000 49 | 2020-03-11,1522.2900390625,1528.530029296875,1420.56005859375,1442.5,1442.5,829800 50 | 2020-03-12,1297.0,1369.989990234375,1280.0,1280.4000244140625,1280.4000244140625,1282100 51 | 2020-03-13,1336.800048828125,1421.6700439453125,1270.8699951171875,1421.3299560546875,1421.3299560546875,1153100 52 | 2020-03-16,1275.0,1411.8299560546875,1252.219970703125,1289.6700439453125,1289.6700439453125,986900 53 | 2020-03-17,1309.56005859375,1370.52001953125,1252.9100341796875,1368.260009765625,1368.260009765625,1080100 54 | 2020-03-18,1277.8599853515625,1327.0899658203125,1165.02001953125,1233.75,1233.75,933400 55 | 2020-03-19,1211.1600341796875,1236.6400146484375,1150.0,1191.47998046875,1191.47998046875,980600 56 | 2020-03-20,1216.3399658203125,1299.949951171875,1157.4100341796875,1177.4300537109375,1177.4300537109375,1146500 57 | 2020-03-23,1166.97998046875,1226.1400146484375,1107.2900390625,1152.239990234375,1152.239990234375,859900 58 | 2020-03-24,1218.6199951171875,1279.0,1200.5799560546875,1259.469970703125,1259.469970703125,854000 59 | 2020-03-25,1259.469970703125,1449.47998046875,1246.949951171875,1365.8499755859375,1365.8499755859375,998700 60 | 2020-03-26,1380.3299560546875,1429.47998046875,1353.52001953125,1406.0,1406.0,616500 61 | 2020-03-27,1344.8699951171875,1355.4599609375,1253.6099853515625,1255.1500244140625,1255.1500244140625,701500 62 | 2020-03-30,1261.27001953125,1321.8900146484375,1216.97998046875,1308.22998046875,1308.22998046875,600800 63 | 2020-03-31,1303.010009765625,1390.3900146484375,1296.010009765625,1345.3199462890625,1345.3199462890625,770300 64 | 2020-04-01,1293.81005859375,1328.3399658203125,1248.1800537109375,1271.6300048828125,1271.6300048828125,562800 65 | 2020-04-02,1270.969970703125,1334.989990234375,1241.219970703125,1260.0,1260.0,573800 66 | 2020-04-03,1244.1800537109375,1279.1600341796875,1203.0799560546875,1230.6800537109375,1230.6800537109375,442300 67 | 2020-04-06,1303.280029296875,1363.3499755859375,1292.81005859375,1356.6800537109375,1356.6800537109375,751500 68 | 2020-04-07,1412.010009765625,1495.0,1366.7900390625,1376.3699951171875,1376.3699951171875,783400 69 | 2020-04-08,1382.6500244140625,1428.719970703125,1360.010009765625,1372.06005859375,1372.06005859375,780900 70 | 2020-04-09,1424.760009765625,1450.0,1403.0,1420.6400146484375,1420.6400146484375,1032800 71 | 2020-04-13,1413.18994140625,1428.010009765625,1368.3900146484375,1421.010009765625,1421.010009765625,404400 72 | 2020-04-14,1460.0899658203125,1469.9599609375,1424.0,1449.4200439453125,1449.4200439453125,579000 73 | 2020-04-15,1407.8399658203125,1440.0,1390.6700439453125,1424.6099853515625,1424.6099853515625,452800 74 | 2020-04-16,1432.3499755859375,1432.3499755859375,1391.02001953125,1407.4000244140625,1407.4000244140625,488400 75 | 2020-04-17,1469.0,1484.6600341796875,1450.18994140625,1470.8699951171875,1470.8699951171875,691300 76 | 2020-04-20,1462.050048828125,1470.0,1410.0,1411.6300048828125,1411.6300048828125,459200 77 | 2020-04-21,1382.81005859375,1387.739990234375,1317.4000244140625,1342.219970703125,1342.219970703125,652700 78 | 2020-04-22,1365.010009765625,1379.989990234375,1342.0,1355.0,1355.0,356600 79 | 2020-04-23,1354.050048828125,1388.989990234375,1350.7900390625,1360.0,1360.0,372700 80 | 2020-04-24,1372.3900146484375,1374.5799560546875,1338.6600341796875,1362.77001953125,1362.77001953125,334500 81 | 2020-04-27,1374.9300537109375,1411.239990234375,1371.0400390625,1402.989990234375,1402.989990234375,456900 82 | 2020-04-28,1434.199951171875,1463.6500244140625,1410.800048828125,1439.3199462890625,1439.3199462890625,613500 83 | 2020-04-29,1487.8299560546875,1527.72998046875,1473.300048828125,1520.530029296875,1520.530029296875,703000 84 | 2020-04-30,1514.530029296875,1520.4200439453125,1464.780029296875,1480.5699462890625,1480.5699462890625,450900 85 | 2020-05-01,1442.75,1460.300048828125,1415.31005859375,1448.7900390625,1448.7900390625,458500 86 | 2020-05-04,1415.72998046875,1445.3199462890625,1388.510009765625,1413.300048828125,1413.300048828125,471400 87 | 2020-05-05,1443.25,1446.3599853515625,1383.8599853515625,1393.199951171875,1393.199951171875,425900 88 | 2020-05-06,1397.4599609375,1416.3599853515625,1356.0,1378.9100341796875,1378.9100341796875,526600 89 | 2020-05-07,1392.260009765625,1448.5899658203125,1382.0,1443.9100341796875,1443.9100341796875,654800 90 | 2020-05-08,1440.989990234375,1444.25,1366.0999755859375,1430.8299560546875,1430.8299560546875,877400 91 | 2020-05-11,1427.02001953125,1428.969970703125,1403.1199951171875,1411.0,1411.0,564700 92 | 2020-05-12,1401.0899658203125,1413.97998046875,1385.1099853515625,1385.9200439453125,1385.9200439453125,506900 93 | 2020-05-13,1379.3399658203125,1388.9200439453125,1336.3199462890625,1366.0699462890625,1366.0699462890625,780900 94 | 2020-05-14,1348.739990234375,1388.93994140625,1303.25,1382.510009765625,1382.510009765625,708700 95 | 2020-05-15,1377.010009765625,1409.489990234375,1372.1300048828125,1384.31005859375,1384.31005859375,632600 96 | 2020-05-18,1430.0,1581.56005859375,1430.0,1557.4300537109375,1557.4300537109375,1322000 97 | 2020-05-19,1556.2900390625,1598.8299560546875,1544.1600341796875,1547.56005859375,1547.56005859375,828400 98 | 2020-05-20,1578.52001953125,1605.739990234375,1578.199951171875,1599.1500244140625,1599.1500244140625,700000 99 | 2020-05-21,1605.0,1623.43994140625,1575.7900390625,1595.6800537109375,1595.6800537109375,631900 100 | 2020-05-22,1591.739990234375,1637.2900390625,1584.6500244140625,1631.300048828125,1631.300048828125,574600 101 | 2020-05-26,1704.3199462890625,1764.9000244140625,1692.1099853515625,1746.9100341796875,1746.9100341796875,1201000 102 | 2020-05-27,1775.9300537109375,1788.0,1692.6099853515625,1698.72998046875,1698.72998046875,1017900 103 | 2020-05-28,1695.5899658203125,1708.0,1644.02001953125,1648.989990234375,1648.989990234375,664100 104 | 2020-05-29,1657.0,1657.0,1618.4300537109375,1639.4200439453125,1639.4200439453125,696800 105 | 2020-06-01,1633.1199951171875,1684.1700439453125,1633.1199951171875,1670.72998046875,1670.72998046875,490100 106 | 2020-06-02,1690.0,1692.050048828125,1653.5799560546875,1655.0,1655.0,513600 107 | 2020-06-03,1704.030029296875,1743.8399658203125,1694.2900390625,1725.969970703125,1725.969970703125,597500 108 | 2020-06-04,1714.9000244140625,1749.1800537109375,1706.0,1742.6400146484375,1742.6400146484375,502400 109 | 2020-06-05,1826.760009765625,1853.3800048828125,1802.8499755859375,1812.6400146484375,1812.6400146484375,1034400 110 | 2020-06-08,1846.5999755859375,1871.969970703125,1825.5699462890625,1840.9100341796875,1840.9100341796875,672000 111 | 2020-06-09,1808.0699462890625,1818.3399658203125,1770.0,1777.969970703125,1777.969970703125,450400 112 | 2020-06-10,1791.949951171875,1793.0,1717.719970703125,1733.31005859375,1733.31005859375,536400 113 | 2020-06-11,1655.8499755859375,1656.760009765625,1576.5699462890625,1588.3699951171875,1588.3699951171875,920100 114 | 2020-06-12,1653.5699462890625,1663.989990234375,1572.8399658203125,1623.9200439453125,1623.9200439453125,489400 115 | 2020-06-15,1567.6600341796875,1664.9300537109375,1555.010009765625,1650.6700439453125,1650.6700439453125,409800 116 | 2020-06-16,1716.3199462890625,1721.8499755859375,1641.75,1673.739990234375,1673.739990234375,454600 117 | 2020-06-17,1677.9200439453125,1678.5799560546875,1626.010009765625,1638.239990234375,1638.239990234375,355000 118 | 2020-06-18,1622.4000244140625,1658.0,1590.9300537109375,1628.3499755859375,1628.3499755859375,546600 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2020-07-02,1690.1099853515625,1714.0899658203125,1658.4000244140625,1669.97998046875,1669.97998046875,360800 129 | 2020-07-06,1706.18994140625,1738.0,1680.1700439453125,1703.760009765625,1703.760009765625,440800 130 | 2020-07-07,1681.3599853515625,1697.3299560546875,1654.6600341796875,1657.449951171875,1657.449951171875,267100 131 | 2020-07-08,1662.0,1665.9599609375,1633.25,1661.300048828125,1661.300048828125,332500 132 | 2020-07-09,1671.9000244140625,1679.699951171875,1627.47998046875,1670.280029296875,1670.280029296875,406600 133 | 2020-07-10,1660.6800537109375,1708.800048828125,1652.97998046875,1707.4000244140625,1707.4000244140625,323400 134 | 2020-07-13,1720.8900146484375,1739.5799560546875,1685.010009765625,1686.760009765625,1686.760009765625,400600 135 | 2020-07-14,1668.68994140625,1703.56005859375,1652.68994140625,1696.22998046875,1696.22998046875,261100 136 | 2020-07-15,1747.0,1802.72998046875,1745.0400390625,1799.3399658203125,1799.3399658203125,646800 137 | 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2020-07-29,1688.8599853515625,1724.4000244140625,1676.949951171875,1707.5400390625,1707.5400390625,311300 147 | 2020-07-30,1683.800048828125,1699.2099609375,1657.1600341796875,1687.739990234375,1687.739990234375,205400 148 | 2020-07-31,1687.8699951171875,1692.25,1625.6099853515625,1662.1300048828125,1662.1300048828125,305200 149 | 2020-08-03,1665.9100341796875,1669.8900146484375,1634.68994140625,1650.239990234375,1650.239990234375,201300 150 | 2020-08-04,1641.0,1680.0,1635.3499755859375,1675.1300048828125,1675.1300048828125,240200 151 | 2020-08-05,1700.1300048828125,1734.4300537109375,1683.3900146484375,1724.77001953125,1724.77001953125,314400 152 | 2020-08-06,1702.0,1765.97998046875,1700.72998046875,1751.7900390625,1751.7900390625,451100 153 | 2020-08-07,1813.4000244140625,1821.449951171875,1742.0,1754.47998046875,1754.47998046875,566000 154 | 2020-08-10,1760.0,1785.8900146484375,1731.050048828125,1768.5799560546875,1768.5799560546875,357100 155 | 2020-08-11,1818.27001953125,1847.4200439453125,1800.010009765625,1805.0999755859375,1805.0999755859375,476000 156 | 2020-08-12,1816.300048828125,1828.0,1805.5,1808.0699462890625,1808.0699462890625,274200 157 | 2020-08-13,1799.06005859375,1823.97998046875,1789.0,1792.969970703125,1792.969970703125,220200 158 | 2020-08-14,1780.0,1787.219970703125,1768.27001953125,1778.8699951171875,1778.8699951171875,262500 159 | 2020-08-17,1792.3900146484375,1792.3900146484375,1750.0,1752.9200439453125,1752.9200439453125,244500 160 | 2020-08-18,1750.0,1792.0,1744.1300048828125,1778.9100341796875,1778.9100341796875,238900 161 | 2020-08-19,1783.010009765625,1807.0899658203125,1760.3199462890625,1767.469970703125,1767.469970703125,311600 162 | 2020-08-20,1751.9000244140625,1774.949951171875,1746.010009765625,1768.68994140625,1768.68994140625,245900 163 | 2020-08-21,1763.0,1785.050048828125,1754.6700439453125,1779.3699951171875,1779.3699951171875,270400 164 | 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2020-01-13,513.27001953125,523.4500122070312,513.27001953125,523.1099853515625,515.7301025390625,651800 10 | 2020-01-14,520.1500244140625,525.0,516.52001953125,518.3200073242188,511.0076599121094,923600 11 | 2020-01-15,518.5,531.6199951171875,518.5,530.260009765625,522.7792358398438,1005100 12 | 2020-01-16,536.9099731445312,536.9099731445312,530.25,535.0,527.4523315429688,778100 13 | 2020-01-17,537.0599975585938,539.2000122070312,533.22998046875,535.239990234375,527.68896484375,669100 14 | 2020-01-21,532.010009765625,534.1500244140625,527.760009765625,529.1400146484375,521.675048828125,775800 15 | 2020-01-22,532.530029296875,539.6300048828125,531.3400268554688,536.8599853515625,529.2860717773438,778100 16 | 2020-01-23,533.5999755859375,544.0,532.8800048828125,541.9400024414062,534.29443359375,804500 17 | 2020-01-24,544.4199829101562,547.3499755859375,532.760009765625,536.8400268554688,529.2664184570312,751200 18 | 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2020-07-27,568.72998046875,578.280029296875,565.3499755859375,575.3300170898438,575.3300170898438,618500 145 | 2020-07-28,572.9000244140625,574.1900024414062,569.0,570.7000122070312,570.7000122070312,488900 146 | 2020-07-29,569.75,580.2100219726562,569.75,577.5999755859375,577.5999755859375,724800 147 | 2020-07-30,569.3099975585938,573.0900268554688,564.0,573.0900268554688,573.0900268554688,341200 148 | 2020-07-31,572.3300170898438,575.3200073242188,566.6799926757812,575.010009765625,575.010009765625,375900 149 | 2020-08-03,579.3499755859375,583.5499877929688,577.3099975585938,579.9500122070312,579.9500122070312,496400 150 | 2020-08-04,573.6500244140625,575.6900024414062,567.9299926757812,571.0399780273438,571.0399780273438,513100 151 | 2020-08-05,576.7100219726562,584.9199829101562,573.22998046875,582.1500244140625,582.1500244140625,465800 152 | 2020-08-06,579.9600219726562,583.3499755859375,575.0700073242188,582.22998046875,582.22998046875,455000 153 | 2020-08-07,582.6699829101562,588.3400268554688,579.4199829101562,588.1900024414062,588.1900024414062,469900 154 | 2020-08-10,586.2100219726562,587.1599731445312,579.6699829101562,580.2000122070312,580.2000122070312,465800 155 | 2020-08-11,585.2999877929688,596.510009765625,583.3300170898438,586.6400146484375,586.6400146484375,576800 156 | 2020-08-12,592.1400146484375,605.719970703125,584.4000244140625,590.239990234375,590.239990234375,612200 157 | 2020-08-13,586.719970703125,595.2999877929688,586.719970703125,589.5599975585938,589.5599975585938,359700 158 | 2020-08-14,588.6099853515625,592.4600219726562,584.0599975585938,588.4600219726562,588.4600219726562,316700 159 | 2020-08-17,590.9299926757812,595.5399780273438,587.8900146484375,592.030029296875,592.030029296875,411100 160 | 2020-08-18,591.0900268554688,594.760009765625,588.7999877929688,589.2100219726562,589.2100219726562,456200 161 | 2020-08-19,592.3300170898438,595.5499877929688,588.7999877929688,589.75,589.75,418700 162 | 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2020-02-03,868.0,880.0,866.6799926757812,867.3300170898438,867.3300170898438,458300 24 | 2020-02-04,876.010009765625,890.1699829101562,873.6400146484375,884.8200073242188,884.8200073242188,982200 25 | 2020-02-05,892.0,893.02001953125,851.3599853515625,854.010009765625,854.010009765625,1034700 26 | 2020-02-06,858.1799926757812,863.530029296875,846.9199829101562,857.0,857.0,689500 27 | 2020-02-07,858.4600219726562,865.8800048828125,850.0,864.219970703125,864.219970703125,573700 28 | 2020-02-10,861.3099975585938,891.4400024414062,859.5999755859375,890.510009765625,890.510009765625,512100 29 | 2020-02-11,893.0,899.0,890.1199951171875,890.75,890.75,334800 30 | 2020-02-12,890.6400146484375,901.489990234375,887.2899780273438,900.3699951171875,900.3699951171875,397700 31 | 2020-02-13,898.2999877929688,914.97998046875,898.010009765625,912.9500122070312,912.9500122070312,422900 32 | 2020-02-14,912.9400024414062,923.5,908.5800170898438,921.9400024414062,921.9400024414062,366800 33 | 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2020-02-06,578.0,583.6300048828125,575.3200073242188,581.5499877929688,581.5499877929688,443300 27 | 2020-02-07,581.3400268554688,583.010009765625,578.3400268554688,579.4299926757812,579.4299926757812,602000 28 | 2020-02-10,578.8699951171875,585.0999755859375,576.6900024414062,584.9299926757812,584.9299926757812,403000 29 | 2020-02-11,588.6500244140625,590.5999755859375,585.760009765625,587.8200073242188,587.8200073242188,431000 30 | 2020-02-12,591.5700073242188,594.969970703125,588.3800048828125,592.8400268554688,592.8400268554688,466000 31 | 2020-02-13,599.0,600.9000244140625,592.510009765625,600.3499755859375,600.3499755859375,753900 32 | 2020-02-14,601.0,604.3400268554688,594.4199829101562,603.3599853515625,603.3599853515625,637100 33 | 2020-02-18,601.3300170898438,605.0,599.7100219726562,604.6699829101562,604.6699829101562,542800 34 | 2020-02-19,596.1400146484375,618.5700073242188,596.1400146484375,614.8800048828125,614.8800048828125,737800 35 | 2020-02-20,610.989990234375,619.0,607.719970703125,618.2899780273438,618.2899780273438,636600 36 | 2020-02-21,612.3599853515625,614.9299926757812,606.7000122070312,613.0800170898438,613.0800170898438,734100 37 | 2020-02-24,590.4500122070312,596.4299926757812,578.530029296875,580.1699829101562,580.1699829101562,848500 38 | 2020-02-25,583.9400024414062,585.25,555.8800048828125,558.52001953125,558.52001953125,884000 39 | 2020-02-26,565.0,573.8099975585938,558.8200073242188,559.530029296875,559.530029296875,746200 40 | 2020-02-27,550.3900146484375,560.489990234375,544.1799926757812,544.6199951171875,544.6199951171875,1066600 41 | 2020-02-28,527.9099731445312,536.8499755859375,518.5599975585938,533.9600219726562,533.9600219726562,1943200 42 | 2020-03-02,535.9500122070312,559.5800170898438,532.219970703125,559.0700073242188,559.0700073242188,947500 43 | 2020-03-03,556.719970703125,575.0,543.7899780273438,558.27001953125,558.27001953125,1027200 44 | 2020-03-04,568.0,583.719970703125,563.0,582.9000244140625,582.9000244140625,734000 45 | 2020-03-05,571.7899780273438,576.77001953125,560.530029296875,568.3699951171875,568.3699951171875,957200 46 | 2020-03-06,550.0,559.47998046875,538.0800170898438,555.1400146484375,555.1400146484375,1034100 47 | 2020-03-09,515.1400146484375,527.9000244140625,501.0,510.6600036621094,510.6600036621094,1151700 48 | 2020-03-10,530.6699829101562,538.9400024414062,505.55999755859375,537.4000244140625,537.4000244140625,978600 49 | 2020-03-11,520.0,522.5599975585938,502.760009765625,509.54998779296875,509.54998779296875,1004900 50 | 2020-03-12,486.2799987792969,498.20001220703125,456.05999755859375,457.5299987792969,457.5299987792969,1694000 51 | 2020-03-13,478.0299987792969,482.29998779296875,432.57000732421875,470.9800109863281,470.9800109863281,1868800 52 | 2020-03-16,416.32000732421875,447.510009765625,402.239990234375,404.2900085449219,404.2900085449219,1790300 53 | 2020-03-17,412.989990234375,429.0400085449219,370.0,425.4800109863281,425.4800109863281,1924400 54 | 2020-03-18,399.5,408.3599853515625,368.05999755859375,406.70001220703125,406.70001220703125,2207100 55 | 2020-03-19,401.260009765625,433.8900146484375,372.0,408.20001220703125,408.20001220703125,1601600 56 | 2020-03-20,416.8399963378906,434.4100036621094,391.2900085449219,394.19000244140625,394.19000244140625,1421600 57 | 2020-03-23,382.0,390.7900085449219,360.5,367.75,367.75,1593500 58 | 2020-03-24,398.9200134277344,433.6400146484375,397.0899963378906,431.8999938964844,431.8999938964844,1881400 59 | 2020-03-25,433.29998779296875,483.9800109863281,430.0,460.30999755859375,460.30999755859375,1738800 60 | 2020-03-26,462.6300048828125,504.6000061035156,462.6300048828125,501.4700012207031,501.4700012207031,1653900 61 | 2020-03-27,478.75,506.3999938964844,476.67999267578125,490.4100036621094,490.4100036621094,1621800 62 | 2020-03-30,490.0,506.8800048828125,484.29998779296875,504.2200012207031,504.2200012207031,943300 63 | 2020-03-31,498.8500061035156,509.3999938964844,492.2900085449219,495.2099914550781,495.2099914550781,1139500 64 | 2020-04-01,460.260009765625,475.0,450.2699890136719,458.260009765625,458.260009765625,1505800 65 | 2020-04-02,450.0,473.9700012207031,450.0,467.7200012207031,467.7200012207031,890500 66 | 2020-04-03,464.32000732421875,470.6400146484375,450.0,462.4700012207031,462.4700012207031,1089700 67 | 2020-04-06,489.489990234375,503.3999938964844,477.0299987792969,500.239990234375,500.239990234375,1267300 68 | 2020-04-07,520.0,524.3400268554688,485.8900146484375,489.989990234375,489.989990234375,1487700 69 | 2020-04-08,495.0,514.6699829101562,486.0299987792969,510.5,510.5,1048600 70 | 2020-04-09,511.69000244140625,515.2000122070312,490.75,503.7900085449219,503.7900085449219,1391300 71 | 2020-04-13,496.239990234375,500.04998779296875,488.1700134277344,494.5299987792969,494.5299987792969,770500 72 | 2020-04-14,501.2699890136719,514.4400024414062,498.92999267578125,507.94000244140625,507.94000244140625,1078700 73 | 2020-04-15,495.6099853515625,513.2899780273438,491.05999755859375,511.0,511.0,839100 74 | 2020-04-16,514.8800048828125,515.9400024414062,495.54998779296875,510.44000244140625,510.44000244140625,935600 75 | 2020-04-17,520.0999755859375,528.0999755859375,496.1099853515625,526.3300170898438,526.3300170898438,1365600 76 | 2020-04-20,523.5,529.5,517.6500244140625,518.3300170898438,518.3300170898438,718800 77 | 2020-04-21,506.17999267578125,511.25,488.0,496.6300048828125,496.6300048828125,909500 78 | 2020-04-22,503.760009765625,514.4299926757812,499.30999755859375,512.1300048828125,512.1300048828125,777400 79 | 2020-04-23,515.1199951171875,524.0,511.5799865722656,513.219970703125,513.219970703125,760000 80 | 2020-04-24,519.030029296875,520.489990234375,508.6600036621094,514.9299926757812,514.9299926757812,517900 81 | 2020-04-27,522.4500122070312,523.2100219726562,513.0,517.0999755859375,517.0999755859375,426700 82 | 2020-04-28,515.8699951171875,519.0,500.0,503.45001220703125,503.45001220703125,667000 83 | 2020-04-29,512.6900024414062,526.1699829101562,506.0400085449219,519.719970703125,519.719970703125,712900 84 | 2020-04-30,517.5,518.0,508.44000244140625,510.8800048828125,510.8800048828125,562200 85 | 2020-05-01,503.0,506.9700012207031,492.0,498.8599853515625,498.8599853515625,680500 86 | 2020-05-04,497.3999938964844,504.3699951171875,495.54998779296875,501.989990234375,501.989990234375,497700 87 | 2020-05-05,509.75,519.0,504.57000732421875,512.8599853515625,512.8599853515625,506300 88 | 2020-05-06,515.3099975585938,523.02001953125,507.8699951171875,511.8500061035156,511.8500061035156,489600 89 | 2020-05-07,522.0499877929688,536.5399780273438,517.6400146484375,535.9400024414062,535.9400024414062,945000 90 | 2020-05-08,542.9199829101562,544.4400024414062,534.739990234375,537.77001953125,537.77001953125,925400 91 | 2020-05-11,532.0,540.0,529.5,539.0999755859375,539.0999755859375,772900 92 | 2020-05-12,535.989990234375,540.7000122070312,522.8400268554688,522.8599853515625,522.8599853515625,494100 93 | 2020-05-13,522.239990234375,527.1699829101562,502.0,508.92999267578125,508.92999267578125,765800 94 | 2020-05-14,501.7799987792969,518.469970703125,501.1300048828125,517.27001953125,517.27001953125,535200 95 | 2020-05-15,514.0599975585938,520.4099731445312,511.19000244140625,520.4099731445312,520.4099731445312,462100 96 | 2020-05-18,531.52001953125,546.3499755859375,529.4299926757812,538.4099731445312,538.4099731445312,586300 97 | 2020-05-19,540.3699951171875,542.9600219726562,530.5999755859375,531.0,531.0,397400 98 | 2020-05-20,540.0,555.4600219726562,537.47998046875,552.3099975585938,552.3099975585938,654900 99 | 2020-05-21,550.4500122070312,554.4000244140625,543.8099975585938,545.9500122070312,545.9500122070312,465300 100 | 2020-05-22,546.9600219726562,563.1300048828125,543.9000244140625,562.7999877929688,562.7999877929688,556500 101 | 2020-05-26,575.0,582.47998046875,560.0,561.0900268554688,561.0900268554688,823100 102 | 2020-05-27,566.5,567.219970703125,549.3499755859375,564.72998046875,564.72998046875,621000 103 | 2020-05-28,562.6500244140625,585.6099853515625,562.6500244140625,572.3900146484375,572.3900146484375,822400 104 | 2020-05-29,574.0,581.5900268554688,567.0,580.030029296875,580.030029296875,895400 105 | 2020-06-01,574.7999877929688,580.719970703125,570.6300048828125,574.5900268554688,574.5900268554688,478300 106 | 2020-06-02,575.6799926757812,580.5599975585938,568.9500122070312,579.8099975585938,579.8099975585938,496100 107 | 2020-06-03,579.5,584.5999755859375,573.969970703125,574.4600219726562,574.4600219726562,646000 108 | 2020-06-04,573.97998046875,573.97998046875,559.1799926757812,564.25,564.25,830200 109 | 2020-06-05,567.8599853515625,601.2100219726562,567.5,592.760009765625,592.760009765625,1012900 110 | 2020-06-08,590.5999755859375,593.719970703125,584.4099731445312,592.7000122070312,592.7000122070312,605600 111 | 2020-06-09,585.0599975585938,592.75,582.780029296875,584.52001953125,584.52001953125,496200 112 | 2020-06-10,574.3699951171875,590.030029296875,571.280029296875,585.3800048828125,585.3800048828125,579700 113 | 2020-06-11,573.969970703125,576.6900024414062,547.1300048828125,547.8300170898438,547.8300170898438,882200 114 | 2020-06-12,563.030029296875,569.3400268554688,545.52001953125,558.4099731445312,558.4099731445312,672600 115 | 2020-06-15,546.5,571.97998046875,544.8699951171875,571.280029296875,571.280029296875,615200 116 | 2020-06-16,587.8800048828125,589.27001953125,572.5599975585938,575.0700073242188,575.0700073242188,644700 117 | 2020-06-17,580.3400268554688,585.6300048828125,576.5800170898438,578.489990234375,578.489990234375,388400 118 | 2020-06-18,578.2000122070312,585.760009765625,576.989990234375,585.5399780273438,585.5399780273438,412400 119 | 2020-06-19,591.7100219726562,595.3400268554688,579.6699829101562,587.530029296875,587.530029296875,1156900 120 | 2020-06-22,588.260009765625,590.280029296875,582.489990234375,588.9600219726562,588.9600219726562,535700 121 | 2020-06-23,591.0,596.2999877929688,587.0,588.52001953125,588.52001953125,419900 122 | 2020-06-24,582.6300048828125,583.010009765625,552.4299926757812,554.9600219726562,554.9600219726562,959500 123 | 2020-06-25,556.7000122070312,557.2899780273438,543.030029296875,555.1099853515625,555.1099853515625,716300 124 | 2020-06-26,556.5700073242188,557.8699951171875,544.8699951171875,549.8499755859375,549.8499755859375,658600 125 | 2020-06-29,553.510009765625,554.989990234375,544.1599731445312,553.77001953125,553.77001953125,447600 126 | 2020-06-30,554.6500244140625,573.3800048828125,551.97998046875,569.8300170898438,569.8300170898438,725400 127 | 2020-07-01,572.0,576.989990234375,567.0900268554688,575.5399780273438,575.5399780273438,464700 128 | 2020-07-02,582.2899780273438,583.4400024414062,576.8300170898438,580.47998046875,580.47998046875,513400 129 | 2020-07-06,588.8800048828125,591.3699951171875,581.0999755859375,584.6400146484375,584.6400146484375,495400 130 | 2020-07-07,579.7000122070312,586.9299926757812,575.1400146484375,575.3400268554688,575.3400268554688,383700 131 | 2020-07-08,578.9600219726562,583.0700073242188,575.6099853515625,580.9600219726562,580.9600219726562,381900 132 | 2020-07-09,579.219970703125,583.219970703125,568.0,574.469970703125,574.469970703125,482800 133 | 2020-07-10,574.7000122070312,577.1099853515625,567.510009765625,575.8699951171875,575.8699951171875,309900 134 | 2020-07-13,579.1599731445312,588.7899780273438,570.0,571.2899780273438,571.2899780273438,516800 135 | 2020-07-14,569.6400146484375,586.47998046875,566.2100219726562,585.3400268554688,585.3400268554688,551200 136 | 2020-07-15,591.25,609.0,590.5800170898438,607.7999877929688,607.7999877929688,790300 137 | 2020-07-16,604.7000122070312,612.77001953125,596.3599853515625,604.25,604.25,696100 138 | 2020-07-17,610.0,654.7999877929688,606.3599853515625,650.739990234375,650.739990234375,1665000 139 | 2020-07-20,645.4400024414062,671.6300048828125,631.5700073242188,667.5399780273438,667.5399780273438,1097200 140 | 2020-07-21,667.22998046875,675.0599975585938,652.5499877929688,658.1500244140625,658.1500244140625,1155400 141 | 2020-07-22,669.4500122070312,684.8499755859375,660.02001953125,681.3400268554688,681.3400268554688,1132000 142 | 2020-07-23,684.7899780273438,699.719970703125,671.719970703125,686.5499877929688,686.5499877929688,820500 143 | 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2020-08-06,690.2000122070312,692.530029296875,676.0900268554688,691.25,691.25,337000 153 | 2020-08-07,691.02001953125,694.0999755859375,680.02001953125,685.8499755859375,685.8499755859375,370100 154 | 2020-08-10,684.739990234375,685.3400268554688,675.989990234375,683.0,683.0,301600 155 | 2020-08-11,685.989990234375,685.989990234375,671.6199951171875,675.0,675.0,335300 156 | 2020-08-12,676.239990234375,686.0,672.77001953125,683.0900268554688,683.0900268554688,479100 157 | 2020-08-13,682.719970703125,694.0,680.0900268554688,690.5599975585938,690.5599975585938,274600 158 | 2020-08-14,692.5399780273438,692.5399780273438,681.3499755859375,684.52001953125,684.52001953125,295900 159 | 2020-08-17,685.02001953125,695.0599975585938,684.3400268554688,694.0,694.0,421300 160 | 2020-08-18,691.6300048828125,696.2000122070312,690.739990234375,692.3900146484375,692.3900146484375,405500 161 | 2020-08-19,695.0,699.0,689.6599731445312,691.4099731445312,691.4099731445312,506100 162 | 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2020-01-09,806.1599731445312,813.0999755859375,800.52001953125,810.8599853515625,810.8599853515625,168200 8 | 2020-01-10,816.5999755859375,822.25,813.219970703125,817.6900024414062,817.6900024414062,167600 9 | 2020-01-13,815.1500244140625,824.6199951171875,813.6599731445312,822.5700073242188,822.5700073242188,147200 10 | 2020-01-14,820.0,835.969970703125,818.1799926757812,830.6300048828125,830.6300048828125,152200 11 | 2020-01-15,827.4299926757812,830.4600219726562,815.510009765625,818.3900146484375,818.3900146484375,133600 12 | 2020-01-16,823.0,830.6699829101562,816.6799926757812,830.6699829101562,830.6699829101562,103900 13 | 2020-01-17,833.969970703125,834.8400268554688,825.3599853515625,831.3099975585938,831.3099975585938,122900 14 | 2020-01-21,831.0,839.5,830.280029296875,835.1300048828125,835.1300048828125,164200 15 | 2020-01-22,838.22998046875,843.8200073242188,833.8900146484375,834.9199829101562,834.9199829101562,84600 16 | 2020-01-23,833.5,834.469970703125,824.3900146484375,831.1199951171875,831.1199951171875,83000 17 | 2020-01-24,836.0700073242188,836.0700073242188,817.8699951171875,819.9500122070312,819.9500122070312,123000 18 | 2020-01-27,800.469970703125,807.739990234375,794.0599975585938,799.8800048828125,799.8800048828125,144000 19 | 2020-01-28,802.1500244140625,803.6500244140625,790.6900024414062,799.9500122070312,799.9500122070312,162500 20 | 2020-01-29,801.2899780273438,812.1099853515625,799.3900146484375,802.6199951171875,802.6199951171875,111800 21 | 2020-01-30,792.4299926757812,794.3599853515625,766.2100219726562,777.0,777.0,177400 22 | 2020-01-31,773.6699829101562,774.7100219726562,752.760009765625,757.1799926757812,757.1799926757812,157800 23 | 2020-02-03,762.969970703125,766.5,757.6300048828125,758.0599975585938,758.0599975585938,130800 24 | 2020-02-04,756.6099853515625,775.3200073242188,756.6099853515625,768.0,768.0,160200 25 | 2020-02-05,779.510009765625,790.5,776.7000122070312,779.030029296875,779.030029296875,149700 26 | 2020-02-06,787.3800048828125,788.1400146484375,770.6699829101562,778.52001953125,778.52001953125,180500 27 | 2020-02-07,777.4500122070312,808.9400024414062,770.1799926757812,787.1500244140625,787.1500244140625,423400 28 | 2020-02-10,785.239990234375,799.1500244140625,779.219970703125,780.77001953125,780.77001953125,216400 29 | 2020-02-11,781.6099853515625,787.8699951171875,775.489990234375,780.0,780.0,242100 30 | 2020-02-12,781.0,784.3800048828125,770.2999877929688,772.7899780273438,772.7899780273438,107800 31 | 2020-02-13,767.6400146484375,775.030029296875,759.1500244140625,769.47998046875,769.47998046875,172500 32 | 2020-02-14,770.0,772.219970703125,761.010009765625,763.2000122070312,763.2000122070312,123200 33 | 2020-02-18,759.6799926757812,763.260009765625,750.1699829101562,752.239990234375,752.239990234375,152200 34 | 2020-02-19,754.5800170898438,770.4199829101562,753.7000122070312,766.3900146484375,766.3900146484375,111100 35 | 2020-02-20,763.9199829101562,765.9000244140625,751.4299926757812,755.3900146484375,755.3900146484375,111800 36 | 2020-02-21,751.969970703125,762.030029296875,748.4299926757812,760.219970703125,760.219970703125,147700 37 | 2020-02-24,735.25,737.0,717.6599731445312,726.5800170898438,726.5800170898438,181100 38 | 2020-02-25,732.3300170898438,732.3300170898438,699.8900146484375,703.0,703.0,184300 39 | 2020-02-26,707.8099975585938,721.969970703125,698.1199951171875,700.3800048828125,700.3800048828125,167000 40 | 2020-02-27,686.0599975585938,710.4400024414062,685.4299926757812,691.6500244140625,691.6500244140625,206500 41 | 2020-02-28,672.0900268554688,703.1599731445312,666.3599853515625,701.7000122070312,701.7000122070312,338700 42 | 2020-03-02,704.47998046875,725.5900268554688,698.489990234375,724.1400146484375,724.1400146484375,306800 43 | 2020-03-03,725.0399780273438,751.2100219726562,722.9199829101562,731.0499877929688,731.0499877929688,261900 44 | 2020-03-04,750.469970703125,775.3699951171875,738.9500122070312,773.8900146484375,773.8900146484375,181100 45 | 2020-03-05,754.6599731445312,754.6599731445312,724.9600219726562,734.0999755859375,734.0999755859375,281400 46 | 2020-03-06,711.6300048828125,724.1099853515625,698.6099853515625,715.5499877929688,715.5499877929688,231400 47 | 2020-03-09,670.0,687.8400268554688,660.8800048828125,669.780029296875,669.780029296875,217500 48 | 2020-03-10,688.6799926757812,701.8800048828125,666.969970703125,701.7100219726562,701.7100219726562,197500 49 | 2020-03-11,683.3699951171875,686.5999755859375,650.030029296875,658.6500244140625,658.6500244140625,182200 50 | 2020-03-12,618.9600219726562,653.2999877929688,595.9099731445312,639.77001953125,639.77001953125,259700 51 | 2020-03-13,667.1300048828125,680.1099853515625,608.0700073242188,672.6400146484375,672.6400146484375,252500 52 | 2020-03-16,610.0,645.5700073242188,600.0,622.6300048828125,622.6300048828125,294000 53 | 2020-03-17,633.9600219726562,697.3099975585938,632.5599975585938,682.489990234375,682.489990234375,267200 54 | 2020-03-18,645.0900268554688,707.6400146484375,642.77001953125,700.1300048828125,700.1300048828125,280400 55 | 2020-03-19,696.280029296875,755.6599731445312,676.0399780273438,721.4299926757812,721.4299926757812,246900 56 | 2020-03-20,718.6699829101562,726.4400024414062,641.719970703125,645.1199951171875,645.1199951171875,299100 57 | 2020-03-23,645.9000244140625,654.8699951171875,579.4000244140625,589.4099731445312,589.4099731445312,303900 58 | 2020-03-24,615.510009765625,652.9400024414062,592.6400146484375,645.530029296875,645.530029296875,223500 59 | 2020-03-25,636.1799926757812,679.0800170898438,632.7000122070312,640.2999877929688,640.2999877929688,191900 60 | 2020-03-26,648.1500244140625,668.8800048828125,630.9500122070312,659.27001953125,659.27001953125,460700 61 | 2020-03-27,650.4000244140625,668.3699951171875,641.6900024414062,658.780029296875,658.780029296875,188000 62 | 2020-03-30,664.1099853515625,688.27001953125,654.7999877929688,685.4000244140625,685.4000244140625,293000 63 | 2020-03-31,677.8300170898438,709.989990234375,671.8300170898438,690.510009765625,690.510009765625,221800 64 | 2020-04-01,667.5999755859375,691.9099731445312,641.5900268554688,656.239990234375,656.239990234375,148400 65 | 2020-04-02,632.2100219726562,673.1099853515625,627.4000244140625,655.5700073242188,655.5700073242188,192800 66 | 2020-04-03,641.7000122070312,651.739990234375,611.8200073242188,630.5800170898438,630.5800170898438,166700 67 | 2020-04-06,657.1699829101562,705.9500122070312,653.9099731445312,702.5999755859375,702.5999755859375,194100 68 | 2020-04-07,717.8499755859375,731.3400268554688,701.0800170898438,709.489990234375,709.489990234375,151900 69 | 2020-04-08,709.0999755859375,746.6500244140625,695.3200073242188,740.989990234375,740.989990234375,180100 70 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2020-04-23,704.0,720.510009765625,698.010009765625,703.2999877929688,703.2999877929688,181200 80 | 2020-04-24,707.010009765625,714.77001953125,697.3699951171875,713.3800048828125,713.3800048828125,138900 81 | 2020-04-27,713.8400268554688,739.5,710.27001953125,735.260009765625,735.260009765625,126400 82 | 2020-04-28,738.9400024414062,739.1500244140625,696.6799926757812,699.97998046875,699.97998046875,174600 83 | 2020-04-29,708.1099853515625,747.6599731445312,706.010009765625,738.6199951171875,738.6199951171875,241800 84 | 2020-04-30,728.8300170898438,746.27001953125,716.969970703125,719.9400024414062,719.9400024414062,213900 85 | 2020-05-01,709.6900024414062,709.6900024414062,684.030029296875,689.1599731445312,689.1599731445312,104400 86 | 2020-05-04,690.4500122070312,693.9199829101562,682.02001953125,690.8900146484375,690.8900146484375,76600 87 | 2020-05-05,694.25,716.6900024414062,692.1500244140625,709.72998046875,709.72998046875,135600 88 | 2020-05-06,711.2999877929688,718.8599853515625,697.6199951171875,715.5800170898438,715.5800170898438,111600 89 | 2020-05-07,721.0,742.5800170898438,718.6900024414062,732.739990234375,732.739990234375,174000 90 | 2020-05-08,741.969970703125,757.4199829101562,714.469970703125,719.5700073242188,719.5700073242188,182000 91 | 2020-05-11,714.989990234375,720.6400146484375,710.010009765625,716.9299926757812,716.9299926757812,133400 92 | 2020-05-12,710.77001953125,720.6900024414062,687.780029296875,690.0700073242188,690.0700073242188,155400 93 | 2020-05-13,689.6599731445312,702.2899780273438,681.3900146484375,690.8800048828125,690.8800048828125,142400 94 | 2020-05-14,675.739990234375,690.7100219726562,661.3200073242188,689.530029296875,689.530029296875,129200 95 | 2020-05-15,689.9400024414062,705.8900146484375,678.8499755859375,698.7000122070312,698.7000122070312,183400 96 | 2020-05-18,710.0,722.0700073242188,708.4400024414062,718.7000122070312,718.7000122070312,149100 97 | 2020-05-19,718.6300048828125,723.52001953125,710.969970703125,714.0599975585938,714.0599975585938,142800 98 | 2020-05-20,713.760009765625,739.7899780273438,713.760009765625,735.5599975585938,735.5599975585938,137300 99 | 2020-05-21,732.6599731445312,735.6799926757812,717.3400268554688,723.0,723.0,134000 100 | 2020-05-22,721.6099853515625,749.4600219726562,721.6099853515625,748.3099975585938,748.3099975585938,163700 101 | 2020-05-26,762.1599731445312,772.4500122070312,756.1500244140625,766.0,766.0,253900 102 | 2020-05-27,769.6599731445312,789.6699829101562,762.97998046875,788.3099975585938,788.3099975585938,199100 103 | 2020-05-28,791.030029296875,802.5399780273438,784.5700073242188,792.4000244140625,792.4000244140625,216700 104 | 2020-05-29,794.7100219726562,797.489990234375,779.7000122070312,795.0,795.0,300900 105 | 2020-06-01,797.8200073242188,814.5499877929688,794.969970703125,803.4299926757812,803.4299926757812,162600 106 | 2020-06-02,812.0,827.8800048828125,801.77001953125,823.5999755859375,823.5999755859375,131500 107 | 2020-06-03,829.510009765625,841.4600219726562,825.8800048828125,838.0,838.0,130100 108 | 2020-06-04,833.4299926757812,841.4199829101562,827.6500244140625,840.6599731445312,840.6599731445312,158200 109 | 2020-06-05,852.5499877929688,863.530029296875,846.02001953125,859.5399780273438,859.5399780273438,158600 110 | 2020-06-08,846.510009765625,857.5700073242188,844.3300170898438,848.6599731445312,848.6599731445312,120900 111 | 2020-06-09,844.489990234375,844.489990234375,808.52001953125,815.47998046875,815.47998046875,194500 112 | 2020-06-10,815.47998046875,821.4199829101562,801.6199951171875,812.6099853515625,812.6099853515625,121200 113 | 2020-06-11,799.9000244140625,799.9000244140625,755.9299926757812,761.5700073242188,761.5700073242188,185900 114 | 2020-06-12,779.8200073242188,784.8499755859375,750.4299926757812,764.4199829101562,764.4199829101562,109200 115 | 2020-06-15,752.1699829101562,778.5499877929688,747.02001953125,773.7899780273438,773.7899780273438,111800 116 | 2020-06-16,793.4600219726562,793.4600219726562,772.5399780273438,784.0499877929688,784.0499877929688,118500 117 | 2020-06-17,789.6500244140625,789.6500244140625,775.4600219726562,782.3699951171875,782.3699951171875,99700 118 | 2020-06-18,774.8499755859375,787.280029296875,773.75,782.739990234375,782.739990234375,77600 119 | 2020-06-19,794.0,796.1300048828125,778.5499877929688,795.239990234375,795.239990234375,238300 120 | 2020-06-22,787.97998046875,799.6099853515625,777.1599731445312,785.1599731445312,785.1599731445312,160300 121 | 2020-06-23,793.4099731445312,808.1699829101562,791.6599731445312,798.0,798.0,96800 122 | 2020-06-24,791.0,791.0,771.8499755859375,784.0399780273438,784.0399780273438,132500 123 | 2020-06-25,778.6900024414062,786.219970703125,765.010009765625,785.3800048828125,785.3800048828125,85100 124 | 2020-06-26,787.5900268554688,790.1400146484375,763.97998046875,772.2999877929688,772.2999877929688,169900 125 | 2020-06-29,779.0499877929688,790.6500244140625,774.6400146484375,785.239990234375,785.239990234375,79400 126 | 2020-06-30,779.9000244140625,809.77001953125,779.9000244140625,805.5499877929688,805.5499877929688,124000 127 | 2020-07-01,804.0700073242188,807.219970703125,793.75,804.7899780273438,804.7899780273438,92600 128 | 2020-07-02,812.1799926757812,819.9199829101562,809.239990234375,814.7000122070312,814.7000122070312,78300 129 | 2020-07-06,825.4000244140625,829.8599853515625,817.760009765625,823.4500122070312,823.4500122070312,78300 130 | 2020-07-07,819.489990234375,830.2100219726562,817.0700073242188,819.0599975585938,819.0599975585938,101800 131 | 2020-07-08,821.7100219726562,827.1599731445312,813.1300048828125,818.1900024414062,818.1900024414062,92000 132 | 2020-07-09,819.3400268554688,838.3200073242188,819.3400268554688,830.530029296875,830.530029296875,162100 133 | 2020-07-10,834.5800170898438,834.5800170898438,811.969970703125,819.2000122070312,819.2000122070312,59000 134 | 2020-07-13,824.9000244140625,836.6599731445312,818.6699829101562,823.989990234375,823.989990234375,79000 135 | 2020-07-14,823.6799926757812,853.8200073242188,823.6799926757812,849.3400268554688,849.3400268554688,98100 136 | 2020-07-15,859.0,873.1599731445312,857.75,869.0399780273438,869.0399780273438,144300 137 | 2020-07-16,869.9000244140625,874.97998046875,856.0999755859375,860.6799926757812,860.6799926757812,84900 138 | 2020-07-17,867.4099731445312,878.760009765625,865.7899780273438,867.8900146484375,867.8900146484375,116800 139 | 2020-07-20,871.1699829101562,881.469970703125,864.6599731445312,866.469970703125,866.469970703125,99400 140 | 2020-07-21,869.97998046875,878.1300048828125,868.47998046875,870.510009765625,870.510009765625,78300 141 | 2020-07-22,871.0599975585938,891.0499877929688,871.0599975585938,883.3499755859375,883.3499755859375,101600 142 | 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2020-08-18,961.0,970.0,953.47998046875,963.2000122070312,963.2000122070312,97000 161 | 2020-08-19,961.1799926757812,980.8800048828125,960.5700073242188,970.7100219726562,970.7100219726562,86900 162 | 2020-08-20,962.489990234375,967.75,956.1900024414062,959.3400268554688,959.3400268554688,77700 163 | 2020-08-21,961.0900268554688,961.0900268554688,946.489990234375,959.97998046875,959.97998046875,112600 164 | -------------------------------------------------------------------------------- /datasets/NVR.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 2020-01-02,3777.0,3819.93994140625,3701.010009765625,3735.5,3735.5,39900 3 | 2020-01-03,3699.0,3825.0,3699.0,3781.429931640625,3781.429931640625,30400 4 | 2020-01-06,3779.85009765625,3820.0,3771.389892578125,3783.27001953125,3783.27001953125,34500 5 | 2020-01-07,3775.93994140625,3810.0,3774.0,3806.1201171875,3806.1201171875,23700 6 | 2020-01-08,3818.6298828125,3849.68994140625,3775.010009765625,3785.81005859375,3785.81005859375,35100 7 | 2020-01-09,3786.0,3818.0,3696.5400390625,3741.699951171875,3741.699951171875,60500 8 | 2020-01-10,3752.47998046875,3799.2900390625,3735.0,3781.31005859375,3781.31005859375,24600 9 | 2020-01-13,3780.889892578125,3821.449951171875,3765.1298828125,3809.510009765625,3809.510009765625,24500 10 | 2020-01-14,3804.469970703125,3828.280029296875,3800.0,3819.0400390625,3819.0400390625,20100 11 | 2020-01-15,3829.0,3910.179931640625,3829.0,3903.989990234375,3903.989990234375,31400 12 | 2020-01-16,3900.10009765625,3935.0,3865.0,3870.52001953125,3870.52001953125,20100 13 | 2020-01-17,3879.2099609375,3919.0,3852.0,3893.409912109375,3893.409912109375,21500 14 | 2020-01-21,3893.409912109375,3918.68994140625,3884.139892578125,3905.139892578125,3905.139892578125,30000 15 | 2020-01-22,3910.0,3957.1298828125,3887.0,3932.0,3932.0,17900 16 | 2020-01-23,3930.0,4050.0,3930.0,4028.239990234375,4028.239990234375,37600 17 | 2020-01-24,4025.0,4058.0,3951.6201171875,3983.60009765625,3983.60009765625,21400 18 | 2020-01-27,3908.0,3984.219970703125,3887.0,3946.219970703125,3946.219970703125,34100 19 | 2020-01-28,3960.0,4057.949951171875,3915.929931640625,4030.0,4030.0,24400 20 | 2020-01-29,4000.0,4011.0,3825.0,3898.56005859375,3898.56005859375,46200 21 | 2020-01-30,3916.5400390625,3974.989990234375,3882.3701171875,3966.760009765625,3966.760009765625,26700 22 | 2020-01-31,3896.0,3913.800048828125,3802.110107421875,3816.969970703125,3816.969970703125,28400 23 | 2020-02-03,3842.760009765625,3863.449951171875,3796.64990234375,3810.0,3810.0,22600 24 | 2020-02-04,3821.659912109375,3861.489990234375,3790.27001953125,3791.77001953125,3791.77001953125,18200 25 | 2020-02-05,3792.39990234375,3880.0,3776.090087890625,3853.47998046875,3853.47998046875,26100 26 | 2020-02-06,3861.239990234375,3920.159912109375,3833.0,3886.9599609375,3886.9599609375,25400 27 | 2020-02-07,3919.800048828125,3955.0,3890.699951171875,3921.6298828125,3921.6298828125,20800 28 | 2020-02-10,3891.35009765625,3960.0,3891.35009765625,3952.2099609375,3952.2099609375,24600 29 | 2020-02-11,3960.0,4000.0,3943.5,3981.860107421875,3981.860107421875,27700 30 | 2020-02-12,3968.56005859375,3997.89990234375,3857.89990234375,3976.780029296875,3976.780029296875,27200 31 | 2020-02-13,3969.570068359375,4039.0,3945.340087890625,4021.75,4021.75,26200 32 | 2020-02-14,4021.199951171875,4024.18994140625,3975.52001953125,3993.6298828125,3993.6298828125,10700 33 | 2020-02-18,3971.719970703125,4035.27001953125,3952.570068359375,3960.0,3960.0,28200 34 | 2020-02-19,3975.300048828125,4015.659912109375,3953.0400390625,3965.949951171875,3965.949951171875,21600 35 | 2020-02-20,3968.050048828125,4042.0,3939.419921875,4037.77001953125,4037.77001953125,16700 36 | 2020-02-21,4011.0,4071.1298828125,3986.949951171875,4031.139892578125,4031.139892578125,37800 37 | 2020-02-24,3994.47998046875,4037.25,3975.550048828125,3988.409912109375,3988.409912109375,21800 38 | 2020-02-25,4010.8798828125,4027.280029296875,3853.699951171875,3860.280029296875,3860.280029296875,25800 39 | 2020-02-26,3857.0,3953.5400390625,3792.75,3849.5,3849.5,31100 40 | 2020-02-27,3814.669921875,3919.669921875,3702.85009765625,3746.0400390625,3746.0400390625,45400 41 | 2020-02-28,3678.06005859375,3710.610107421875,3585.18994140625,3667.179931640625,3667.179931640625,47500 42 | 2020-03-02,3689.300048828125,3788.31005859375,3647.239990234375,3788.31005859375,3788.31005859375,31200 43 | 2020-03-03,3788.0,3962.4599609375,3760.02001953125,3843.840087890625,3843.840087890625,35900 44 | 2020-03-04,3930.550048828125,4034.989990234375,3881.93994140625,4017.0,4017.0,25700 45 | 2020-03-05,3988.159912109375,3988.159912109375,3885.0,3923.610107421875,3923.610107421875,26300 46 | 2020-03-06,3824.35009765625,3877.5,3758.360107421875,3845.22998046875,3845.22998046875,27100 47 | 2020-03-09,3725.0,3757.360107421875,3620.360107421875,3632.35009765625,3632.35009765625,38500 48 | 2020-03-10,3686.300048828125,3750.0,3570.010009765625,3750.0,3750.0,45500 49 | 2020-03-11,3679.590087890625,3737.659912109375,3400.0,3411.89990234375,3411.89990234375,41200 50 | 2020-03-12,3120.0,3276.530029296875,2729.530029296875,2947.199951171875,2947.199951171875,59800 51 | 2020-03-13,2991.0,2998.2099609375,2600.070068359375,2922.280029296875,2922.280029296875,58300 52 | 2020-03-16,2600.0,2684.030029296875,2258.0,2321.780029296875,2321.780029296875,82400 53 | 2020-03-17,2386.070068359375,2403.60009765625,2100.5,2271.550048828125,2271.550048828125,99700 54 | 2020-03-18,2151.85009765625,2498.550048828125,2043.010009765625,2286.27001953125,2286.27001953125,97400 55 | 2020-03-19,2266.6298828125,2865.989990234375,2208.780029296875,2709.419921875,2709.419921875,71400 56 | 2020-03-20,2733.93994140625,2810.800048828125,2318.8701171875,2326.889892578125,2326.889892578125,56800 57 | 2020-03-23,2280.239990234375,2336.0,2125.0,2175.0,2175.0,42900 58 | 2020-03-24,2284.929931640625,2649.510009765625,2284.929931640625,2633.489990234375,2633.489990234375,51600 59 | 2020-03-25,2646.280029296875,2961.0,2646.050048828125,2915.0,2915.0,53000 60 | 2020-03-26,2854.2099609375,3000.0,2805.6201171875,2941.469970703125,2941.469970703125,59400 61 | 2020-03-27,2929.699951171875,2975.0,2800.0,2871.6201171875,2871.6201171875,34900 62 | 2020-03-30,2880.25,2900.0,2673.7900390625,2714.31005859375,2714.31005859375,37300 63 | 2020-03-31,2673.0,2682.429931640625,2526.81005859375,2569.110107421875,2569.110107421875,54900 64 | 2020-04-01,2502.0,2558.929931640625,2369.360107421875,2410.0,2410.0,54100 65 | 2020-04-02,2380.81005859375,2484.429931640625,2310.030029296875,2369.969970703125,2369.969970703125,34000 66 | 2020-04-03,2330.0,2416.989990234375,2294.719970703125,2362.93994140625,2362.93994140625,31500 67 | 2020-04-06,2500.0,2768.719970703125,2500.0,2691.39990234375,2691.39990234375,31300 68 | 2020-04-07,2782.56005859375,2890.989990234375,2701.969970703125,2712.7099609375,2712.7099609375,29900 69 | 2020-04-08,2793.2099609375,2971.14990234375,2760.0,2934.64990234375,2934.64990234375,27500 70 | 2020-04-09,2999.330078125,3207.6201171875,2880.0,2928.010009765625,2928.010009765625,27500 71 | 2020-04-13,2869.3798828125,2869.3798828125,2697.239990234375,2764.800048828125,2764.800048828125,18700 72 | 2020-04-14,2847.52001953125,2929.989990234375,2820.0,2900.43994140625,2900.43994140625,21700 73 | 2020-04-15,2850.169921875,2853.469970703125,2741.52001953125,2792.949951171875,2792.949951171875,28700 74 | 2020-04-16,2754.280029296875,2818.989990234375,2716.050048828125,2750.06005859375,2750.06005859375,35100 75 | 2020-04-17,2821.0,2920.0,2793.510009765625,2917.75,2917.75,30000 76 | 2020-04-20,2836.969970703125,2959.169921875,2800.550048828125,2846.860107421875,2846.860107421875,32500 77 | 2020-04-21,2782.0,2879.6201171875,2782.0,2805.43994140625,2805.43994140625,41600 78 | 2020-04-22,2874.449951171875,2927.89990234375,2813.0,2847.60009765625,2847.60009765625,46800 79 | 2020-04-23,2809.550048828125,2840.0,2718.010009765625,2746.330078125,2746.330078125,55900 80 | 2020-04-24,2750.0,2875.0,2728.3798828125,2847.3701171875,2847.3701171875,46500 81 | 2020-04-27,2899.3701171875,3037.3798828125,2869.75,2990.699951171875,2990.699951171875,41800 82 | 2020-04-28,3043.330078125,3212.669921875,3043.330078125,3163.840087890625,3163.840087890625,39300 83 | 2020-04-29,3248.10009765625,3349.969970703125,3192.5,3196.530029296875,3196.530029296875,35700 84 | 2020-04-30,3121.22998046875,3162.0400390625,3027.47998046875,3100.0,3100.0,28000 85 | 2020-05-01,3000.0,3067.110107421875,2959.0,3036.89990234375,3036.89990234375,20800 86 | 2020-05-04,3014.969970703125,3087.7900390625,2955.719970703125,3062.679931640625,3062.679931640625,35000 87 | 2020-05-05,3042.3798828125,3162.719970703125,3042.3798828125,3100.0,3100.0,24300 88 | 2020-05-06,3115.0,3150.0,3025.6298828125,3065.0,3065.0,28300 89 | 2020-05-07,3105.0,3135.0,3000.0,3000.0,3000.0,38300 90 | 2020-05-08,3030.0,3144.830078125,3015.0,3119.669921875,3119.669921875,27000 91 | 2020-05-11,3076.89990234375,3103.719970703125,3048.389892578125,3055.830078125,3055.830078125,16000 92 | 2020-05-12,3060.0,3067.0,2877.3798828125,2877.3798828125,2877.3798828125,34600 93 | 2020-05-13,2901.10009765625,2960.0,2737.0,2768.010009765625,2768.010009765625,30500 94 | 2020-05-14,2750.0,2803.510009765625,2660.0,2800.06005859375,2800.06005859375,26700 95 | 2020-05-15,2758.52001953125,2841.360107421875,2733.0,2795.06005859375,2795.06005859375,26400 96 | 2020-05-18,2922.030029296875,3130.0,2847.14990234375,3100.6298828125,3100.6298828125,39400 97 | 2020-05-19,3078.550048828125,3200.0,3010.0,3137.090087890625,3137.090087890625,38200 98 | 2020-05-20,3174.1298828125,3239.820068359375,3034.6298828125,3086.0,3086.0,25900 99 | 2020-05-21,3068.929931640625,3179.0400390625,3052.239990234375,3124.0,3124.0,26900 100 | 2020-05-22,3114.0,3160.330078125,3056.010009765625,3133.860107421875,3133.860107421875,18200 101 | 2020-05-26,3202.0,3309.199951171875,3190.0,3214.419921875,3214.419921875,35000 102 | 2020-05-27,3280.0,3351.68994140625,3260.10009765625,3350.550048828125,3350.550048828125,36700 103 | 2020-05-28,3365.7900390625,3417.56005859375,3212.6201171875,3220.409912109375,3220.409912109375,29700 104 | 2020-05-29,3175.550048828125,3285.760009765625,3163.050048828125,3221.610107421875,3221.610107421875,71600 105 | 2020-06-01,3245.080078125,3299.199951171875,3185.60009765625,3204.139892578125,3204.139892578125,19400 106 | 2020-06-02,3270.0,3290.389892578125,3230.010009765625,3263.39990234375,3263.39990234375,24000 107 | 2020-06-03,3294.449951171875,3455.659912109375,3294.449951171875,3423.81005859375,3423.81005859375,27600 108 | 2020-06-04,3386.7900390625,3473.969970703125,3378.0,3396.3798828125,3396.3798828125,27000 109 | 2020-06-05,3475.0,3506.6298828125,3397.0,3491.070068359375,3491.070068359375,26700 110 | 2020-06-08,3500.0,3619.260009765625,3499.5,3524.75,3524.75,24400 111 | 2020-06-09,3497.0,3500.0,3405.27001953125,3428.68994140625,3428.68994140625,18800 112 | 2020-06-10,3420.0,3473.0,3309.530029296875,3420.340087890625,3420.340087890625,19300 113 | 2020-06-11,3315.199951171875,3339.969970703125,3098.6298828125,3098.6298828125,3098.6298828125,30800 114 | 2020-06-12,3207.919921875,3273.43994140625,3101.050048828125,3175.3701171875,3175.3701171875,24400 115 | 2020-06-15,3050.0,3278.8798828125,3050.0,3236.340087890625,3236.340087890625,54200 116 | 2020-06-16,3299.14990234375,3462.510009765625,3299.14990234375,3450.06005859375,3450.06005859375,47100 117 | 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2020-07-01,3254.8798828125,3269.469970703125,3175.550048828125,3185.89990234375,3185.89990234375,21700 128 | 2020-07-02,3247.800048828125,3274.0,3158.8798828125,3170.0,3170.0,26400 129 | 2020-07-06,3224.64990234375,3316.14990234375,3204.989990234375,3306.469970703125,3306.469970703125,23700 130 | 2020-07-07,3275.0,3320.0,3221.679931640625,3241.070068359375,3241.070068359375,16200 131 | 2020-07-08,3265.0,3339.39990234375,3263.110107421875,3331.419921875,3331.419921875,19300 132 | 2020-07-09,3330.0,3330.0,3216.60009765625,3244.47998046875,3244.47998046875,15700 133 | 2020-07-10,3250.010009765625,3282.949951171875,3230.090087890625,3270.7099609375,3270.7099609375,12900 134 | 2020-07-13,3280.0,3340.0,3205.050048828125,3214.6298828125,3214.6298828125,15600 135 | 2020-07-14,3199.530029296875,3306.5,3199.530029296875,3306.489990234375,3306.489990234375,15300 136 | 2020-07-15,3366.989990234375,3366.989990234375,3260.0,3337.320068359375,3337.320068359375,21900 137 | 2020-07-16,3329.469970703125,3365.97998046875,3302.780029296875,3345.050048828125,3345.050048828125,15100 138 | 2020-07-17,3399.449951171875,3460.570068359375,3330.97998046875,3342.800048828125,3342.800048828125,18400 139 | 2020-07-20,3359.969970703125,3417.530029296875,3277.85009765625,3397.1201171875,3397.1201171875,16200 140 | 2020-07-21,3460.10009765625,3470.0,3350.0,3373.4599609375,3373.4599609375,23500 141 | 2020-07-22,3510.25,3770.0,3500.0,3733.800048828125,3733.800048828125,51600 142 | 2020-07-23,3757.860107421875,3899.989990234375,3682.0,3726.18994140625,3726.18994140625,25100 143 | 2020-07-24,3712.0,3837.8701171875,3658.0,3810.389892578125,3810.389892578125,27200 144 | 2020-07-27,3817.669921875,3961.239990234375,3760.25,3912.0,3912.0,31000 145 | 2020-07-28,3931.5,3936.9599609375,3778.080078125,3787.800048828125,3787.800048828125,27800 146 | 2020-07-29,3817.0,3937.360107421875,3807.010009765625,3934.0,3934.0,19500 147 | 2020-07-30,3872.0,4000.0,3872.0,3943.550048828125,3943.550048828125,23100 148 | 2020-07-31,3872.0,3979.5,3850.110107421875,3930.14990234375,3930.14990234375,14200 149 | 2020-08-03,3935.0,3988.550048828125,3867.56005859375,3874.199951171875,3874.199951171875,18700 150 | 2020-08-04,3858.0,3869.85009765625,3820.0,3867.469970703125,3867.469970703125,11700 151 | 2020-08-05,3874.56005859375,3874.56005859375,3803.530029296875,3831.68994140625,3831.68994140625,23600 152 | 2020-08-06,3818.43994140625,3877.52001953125,3770.02001953125,3873.97998046875,3873.97998046875,17900 153 | 2020-08-07,3895.0,3942.550048828125,3796.8701171875,3875.010009765625,3875.010009765625,22500 154 | 2020-08-10,3865.0,4001.320068359375,3858.0400390625,3910.010009765625,3910.010009765625,23800 155 | 2020-08-11,3935.510009765625,3983.6201171875,3859.93994140625,3934.39990234375,3934.39990234375,36200 156 | 2020-08-12,3946.580078125,4059.5,3920.0,4035.469970703125,4035.469970703125,31400 157 | 2020-08-13,3992.989990234375,4074.169921875,3980.0,4050.0,4050.0,14400 158 | 2020-08-14,4049.0,4051.080078125,3990.179931640625,4044.81005859375,4044.81005859375,17100 159 | 2020-08-17,4045.0,4185.240234375,4045.0,4145.39013671875,4145.39013671875,18300 160 | 2020-08-18,4181.259765625,4222.240234375,4125.02001953125,4197.0498046875,4197.0498046875,29000 161 | 2020-08-19,4167.7001953125,4197.0,4104.5498046875,4151.02978515625,4151.02978515625,17900 162 | 2020-08-20,4147.8798828125,4196.990234375,4115.0,4155.6201171875,4155.6201171875,13100 163 | 2020-08-21,4137.77978515625,4247.97021484375,4117.0,4223.759765625,4223.759765625,20900 164 | -------------------------------------------------------------------------------- /datasets/REGN.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 2020-01-02,378.0,379.0,369.239990234375,373.3500061035156,373.3500061035156,512400 3 | 2020-01-03,368.2099914550781,372.3500061035156,367.04998779296875,369.1600036621094,369.1600036621094,500800 4 | 2020-01-06,368.2300109863281,372.1400146484375,364.5,371.739990234375,371.739990234375,690800 5 | 2020-01-07,371.55999755859375,373.8299865722656,368.0199890136719,373.1300048828125,373.1300048828125,736400 6 | 2020-01-08,373.17999267578125,384.8500061035156,370.7099914550781,382.4200134277344,382.4200134277344,743100 7 | 2020-01-09,383.6300048828125,386.5400085449219,381.3699951171875,383.4700012207031,383.4700012207031,587500 8 | 2020-01-10,384.6199951171875,386.1000061035156,380.0,381.4100036621094,381.4100036621094,568100 9 | 2020-01-13,380.010009765625,380.3399963378906,375.1300048828125,378.92999267578125,378.92999267578125,637200 10 | 2020-01-14,378.29998779296875,388.4200134277344,375.57000732421875,387.6199951171875,387.6199951171875,638900 11 | 2020-01-15,387.4200134277344,396.4700012207031,387.4200134277344,390.75,390.75,680700 12 | 2020-01-16,393.1700134277344,394.0,381.82000732421875,385.57000732421875,385.57000732421875,620500 13 | 2020-01-17,386.1000061035156,386.6000061035156,382.5299987792969,385.94000244140625,385.94000244140625,862800 14 | 2020-01-21,385.8999938964844,386.30999755859375,363.67999267578125,363.7099914550781,363.7099914550781,1488400 15 | 2020-01-22,365.7200012207031,367.1400146484375,356.4599914550781,359.1400146484375,359.1400146484375,1320300 16 | 2020-01-23,359.4200134277344,360.45001220703125,354.2099914550781,356.6000061035156,356.6000061035156,737600 17 | 2020-01-24,359.9100036621094,359.9100036621094,343.0899963378906,345.2799987792969,345.2799987792969,1103100 18 | 2020-01-27,341.20001220703125,343.32000732421875,336.1700134277344,339.4200134277344,339.4200134277344,775000 19 | 2020-01-28,341.6000061035156,345.7699890136719,337.29998779296875,344.0799865722656,344.0799865722656,729500 20 | 2020-01-29,346.25,347.9700012207031,338.8999938964844,339.25,339.25,558600 21 | 2020-01-30,335.67999267578125,337.57000732421875,331.57000732421875,336.17999267578125,336.17999267578125,664100 22 | 2020-01-31,333.1700134277344,338.9800109863281,328.1300048828125,337.94000244140625,337.94000244140625,988600 23 | 2020-02-03,339.69000244140625,347.0,339.3900146484375,341.1199951171875,341.1199951171875,930100 24 | 2020-02-04,347.8999938964844,359.489990234375,347.6199951171875,356.0,356.0,956800 25 | 2020-02-05,364.8399963378906,376.67999267578125,363.0,372.1600036621094,372.1600036621094,1404400 26 | 2020-02-06,385.5299987792969,394.67999267578125,375.0299987792969,389.8500061035156,389.8500061035156,1605500 27 | 2020-02-07,391.07000732421875,391.3699951171875,378.510009765625,381.8699951171875,381.8699951171875,1172400 28 | 2020-02-10,378.1600036621094,389.8399963378906,377.44000244140625,386.2099914550781,386.2099914550781,939500 29 | 2020-02-11,390.2099914550781,398.0,387.9800109863281,396.75,396.75,992800 30 | 2020-02-12,398.1300048828125,407.04998779296875,397.6400146484375,406.29998779296875,406.29998779296875,1076200 31 | 2020-02-13,406.44000244140625,408.0,398.1000061035156,398.80999755859375,398.80999755859375,656800 32 | 2020-02-14,399.1000061035156,402.0899963378906,393.3900146484375,399.54998779296875,399.54998779296875,536800 33 | 2020-02-18,396.82000732421875,402.0,395.010009765625,397.6499938964844,397.6499938964844,512200 34 | 2020-02-19,397.8599853515625,402.2099914550781,395.30999755859375,400.80999755859375,400.80999755859375,564000 35 | 2020-02-20,399.8999938964844,401.0899963378906,393.760009765625,399.1400146484375,399.1400146484375,660800 36 | 2020-02-21,396.07000732421875,404.5400085449219,392.8599853515625,403.1499938964844,403.1499938964844,655300 37 | 2020-02-24,395.5400085449219,426.3599853515625,386.8399963378906,425.3800048828125,425.3800048828125,2959700 38 | 2020-02-25,437.25,457.6000061035156,437.0,442.3500061035156,442.3500061035156,3568800 39 | 2020-02-26,444.0199890136719,461.3399963378906,442.44000244140625,457.9200134277344,457.9200134277344,2299300 40 | 2020-02-27,468.55999755859375,470.0,430.70001220703125,431.6099853515625,431.6099853515625,2093000 41 | 2020-02-28,422.3699951171875,445.04998779296875,418.2200012207031,444.57000732421875,444.57000732421875,1594800 42 | 2020-03-02,445.0,465.510009765625,445.0,464.75,464.75,1713100 43 | 2020-03-03,454.7200012207031,467.69000244140625,448.1099853515625,461.54998779296875,461.54998779296875,1210600 44 | 2020-03-04,467.9599914550781,494.55999755859375,467.1300048828125,493.4800109863281,493.4800109863281,1960700 45 | 2020-03-05,480.94000244140625,500.0,480.0,488.1700134277344,488.1700134277344,1270200 46 | 2020-03-06,477.2900085449219,496.989990234375,477.0,494.42999267578125,494.42999267578125,1130700 47 | 2020-03-09,466.94000244140625,486.69000244140625,466.1499938964844,474.44000244140625,474.44000244140625,1344100 48 | 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2020-03-23,449.8399963378906,477.0,433.2799987792969,455.6300048828125,455.6300048828125,1829300 58 | 2020-03-24,468.2200012207031,471.989990234375,424.010009765625,449.5299987792969,449.5299987792969,1615700 59 | 2020-03-25,443.0400085449219,458.8299865722656,427.0799865722656,429.7799987792969,429.7799987792969,1288000 60 | 2020-03-26,426.510009765625,452.70001220703125,424.0199890136719,452.29998779296875,452.29998779296875,1686200 61 | 2020-03-27,446.0299987792969,465.7900085449219,445.1499938964844,449.5199890136719,449.5199890136719,1109000 62 | 2020-03-30,463.0899963378906,476.1000061035156,461.0,473.0,473.0,1337000 63 | 2020-03-31,474.0,495.4800109863281,463.79998779296875,488.2900085449219,488.2900085449219,1953200 64 | 2020-04-01,484.1400146484375,499.989990234375,476.45001220703125,496.6499938964844,496.6499938964844,1679800 65 | 2020-04-02,494.2900085449219,501.0,483.1099853515625,498.75,498.75,1058900 66 | 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2020-04-17,549.989990234375,572.5,539.1400146484375,568.7899780273438,568.7899780273438,2133500 76 | 2020-04-20,566.7100219726562,574.3200073242188,560.3900146484375,567.989990234375,567.989990234375,949300 77 | 2020-04-21,566.0599975585938,568.989990234375,536.7999877929688,544.4600219726562,544.4600219726562,1026300 78 | 2020-04-22,555.5,563.3699951171875,540.9500122070312,558.0800170898438,558.0800170898438,825800 79 | 2020-04-23,558.9299926757812,573.1599731445312,557.489990234375,565.52001953125,565.52001953125,739500 80 | 2020-04-24,573.6400146484375,574.0,556.469970703125,566.2100219726562,566.2100219726562,837100 81 | 2020-04-27,563.1500244140625,565.6799926757812,539.1500244140625,547.52001953125,547.52001953125,1467800 82 | 2020-04-28,537.47998046875,539.97998046875,522.4199829101562,528.6099853515625,528.6099853515625,1128200 83 | 2020-04-29,532.6400146484375,533.1699829101562,513.8099975585938,516.1500244140625,516.1500244140625,1306300 84 | 2020-04-30,513.989990234375,527.4299926757812,507.69000244140625,525.8800048828125,525.8800048828125,938000 85 | 2020-05-01,524.22998046875,529.2100219726562,514.5499877929688,525.5,525.5,482200 86 | 2020-05-04,528.1799926757812,544.2000122070312,527.6199951171875,541.8200073242188,541.8200073242188,885600 87 | 2020-05-05,563.0599975585938,581.0,561.27001953125,574.3699951171875,574.3699951171875,1550700 88 | 2020-05-06,559.2000122070312,569.989990234375,541.5599975585938,553.5,553.5,1906200 89 | 2020-05-07,564.3900146484375,570.2100219726562,555.9600219726562,559.8300170898438,559.8300170898438,1132100 90 | 2020-05-08,562.0,567.8300170898438,553.52001953125,563.4000244140625,563.4000244140625,698900 91 | 2020-05-11,565.22998046875,578.77001953125,564.0999755859375,574.1099853515625,574.1099853515625,1040900 92 | 2020-05-12,576.97998046875,578.0,556.4500122070312,557.5399780273438,557.5399780273438,918600 93 | 2020-05-13,560.6500244140625,581.780029296875,558.510009765625,577.1199951171875,577.1199951171875,1058900 94 | 2020-05-14,577.1799926757812,580.77001953125,565.5999755859375,570.8599853515625,570.8599853515625,702300 95 | 2020-05-15,566.780029296875,577.0,563.0800170898438,576.719970703125,576.719970703125,865700 96 | 2020-05-18,582.0,583.5399780273438,558.8900146484375,560.280029296875,560.280029296875,962800 97 | 2020-05-19,561.0,569.5,557.5999755859375,557.5999755859375,557.5999755859375,737900 98 | 2020-05-20,562.0700073242188,580.5499877929688,561.3900146484375,576.8900146484375,576.8900146484375,840800 99 | 2020-05-21,577.510009765625,578.3400268554688,556.6799926757812,560.97998046875,560.97998046875,812600 100 | 2020-05-22,558.1199951171875,574.1900024414062,558.1199951171875,569.9099731445312,569.9099731445312,653500 101 | 2020-05-26,548.5399780273438,556.1300048828125,534.25,545.2100219726562,545.2100219726562,3742000 102 | 2020-05-27,538.7000122070312,555.530029296875,522.02001953125,544.010009765625,544.010009765625,5902600 103 | 2020-05-28,547.5,583.030029296875,546.1300048828125,578.2100219726562,578.2100219726562,7869500 104 | 2020-05-29,580.7000122070312,615.3599853515625,571.52001953125,612.8099975585938,612.8099975585938,6675900 105 | 2020-06-01,605.0,610.0,597.6199951171875,599.469970703125,599.469970703125,1579300 106 | 2020-06-02,602.2000122070312,618.7100219726562,591.6699829101562,617.6599731445312,617.6599731445312,1511500 107 | 2020-06-03,615.3699951171875,616.6799926757812,589.5999755859375,604.280029296875,604.280029296875,1541000 108 | 2020-06-04,596.989990234375,610.989990234375,592.7899780273438,598.5399780273438,598.5399780273438,851800 109 | 2020-06-05,585.0,600.1400146484375,578.4299926757812,597.0,597.0,1324100 110 | 2020-06-08,587.8800048828125,605.260009765625,579.5999755859375,604.0399780273438,604.0399780273438,964700 111 | 2020-06-09,603.489990234375,611.5599975585938,601.8900146484375,608.5900268554688,608.5900268554688,849900 112 | 2020-06-10,613.030029296875,617.3699951171875,603.0,606.5900268554688,606.5900268554688,925500 113 | 2020-06-11,621.0,625.7899780273438,592.3200073242188,596.1599731445312,596.1599731445312,1515800 114 | 2020-06-12,616.010009765625,619.6799926757812,583.1400146484375,588.3900146484375,588.3900146484375,1229400 115 | 2020-06-15,584.5399780273438,593.489990234375,582.3200073242188,590.5700073242188,590.5700073242188,676100 116 | 2020-06-16,590.0,597.1500244140625,575.8900146484375,592.9000244140625,592.9000244140625,741400 117 | 2020-06-17,596.3300170898438,606.5,594.8599853515625,603.0999755859375,603.0999755859375,678000 118 | 2020-06-18,601.3400268554688,604.030029296875,590.2999877929688,597.3499755859375,597.3499755859375,645000 119 | 2020-06-19,602.3099975585938,646.3300170898438,598.7100219726562,643.9199829101562,643.9199829101562,2668600 120 | 2020-06-22,634.0900268554688,634.1900024414062,618.1900024414062,628.47998046875,628.47998046875,1238800 121 | 2020-06-23,631.3300170898438,637.5399780273438,623.010009765625,628.760009765625,628.760009765625,832700 122 | 2020-06-24,630.0,644.7000122070312,599.0,605.0399780273438,605.0399780273438,1459600 123 | 2020-06-25,604.6699829101562,620.2899780273438,602.510009765625,619.9600219726562,619.9600219726562,813900 124 | 2020-06-26,611.02001953125,616.3499755859375,601.5599975585938,611.3599853515625,611.3599853515625,1817800 125 | 2020-06-29,609.3699951171875,617.27001953125,605.77001953125,610.8699951171875,610.8699951171875,663200 126 | 2020-06-30,621.9299926757812,626.0599975585938,611.1599731445312,623.6500244140625,623.6500244140625,754900 127 | 2020-07-01,625.0,625.0,601.02001953125,609.1699829101562,609.1699829101562,984700 128 | 2020-07-02,612.0999755859375,630.760009765625,608.760009765625,622.4500122070312,622.4500122070312,802500 129 | 2020-07-06,635.0,639.0,623.5,627.25,627.25,1041000 130 | 2020-07-07,636.030029296875,653.530029296875,628.22998046875,640.8800048828125,640.8800048828125,1423100 131 | 2020-07-08,650.4099731445312,650.489990234375,632.4199829101562,640.3400268554688,640.3400268554688,660100 132 | 2020-07-09,648.0,655.9299926757812,629.0,640.6300048828125,640.6300048828125,1009600 133 | 2020-07-10,638.4000244140625,639.989990234375,617.9500122070312,620.8599853515625,620.8599853515625,929000 134 | 2020-07-13,623.6699829101562,633.8400268554688,614.1099853515625,615.8800048828125,615.8800048828125,733200 135 | 2020-07-14,615.5800170898438,644.3400268554688,612.2000122070312,641.22998046875,641.22998046875,864200 136 | 2020-07-15,641.989990234375,644.739990234375,626.5,632.739990234375,632.739990234375,568800 137 | 2020-07-16,628.75,634.260009765625,621.989990234375,632.2100219726562,632.2100219726562,410300 138 | 2020-07-17,635.0,650.0,632.2100219726562,644.0599975585938,644.0599975585938,713700 139 | 2020-07-20,646.6400146484375,664.6400146484375,646.5,658.2100219726562,658.2100219726562,671100 140 | 2020-07-21,658.0,658.0,635.6400146484375,638.8599853515625,638.8599853515625,753400 141 | 2020-07-22,642.5900268554688,644.0599975585938,634.3599853515625,637.530029296875,637.530029296875,497200 142 | 2020-07-23,637.9199829101562,644.3200073242188,628.3400268554688,630.3099975585938,630.3099975585938,571300 143 | 2020-07-24,623.7000122070312,623.7000122070312,596.02001953125,608.9400024414062,608.9400024414062,1206000 144 | 2020-07-27,620.0,638.4199829101562,613.2899780273438,637.4000244140625,637.4000244140625,850800 145 | 2020-07-28,636.2000122070312,638.3599853515625,629.0700073242188,631.0,631.0,452000 146 | 2020-07-29,634.0499877929688,634.469970703125,625.8800048828125,632.1599731445312,632.1599731445312,369900 147 | 2020-07-30,625.719970703125,641.3800048828125,625.719970703125,631.469970703125,631.469970703125,615700 148 | 2020-07-31,634.6799926757812,634.7899780273438,620.0599975585938,632.0700073242188,632.0700073242188,663000 149 | 2020-08-03,634.8400268554688,647.4000244140625,632.72998046875,645.1799926757812,645.1799926757812,487200 150 | 2020-08-04,654.4600219726562,654.4600219726562,636.0999755859375,648.4299926757812,648.4299926757812,747700 151 | 2020-08-05,654.9500122070312,660.0,623.9000244140625,624.52001953125,624.52001953125,1135200 152 | 2020-08-06,628.8800048828125,630.0,613.5999755859375,621.2100219726562,621.2100219726562,663500 153 | 2020-08-07,621.0,627.4600219726562,614.5499877929688,620.2100219726562,620.2100219726562,432600 154 | 2020-08-10,623.0,624.3599853515625,596.5800170898438,608.239990234375,608.239990234375,624300 155 | 2020-08-11,601.1099853515625,608.239990234375,592.4500122070312,598.8599853515625,598.8599853515625,587200 156 | 2020-08-12,599.9000244140625,617.0,599.9000244140625,612.3499755859375,612.3499755859375,562600 157 | 2020-08-13,611.489990234375,616.239990234375,607.27001953125,610.8900146484375,610.8900146484375,378100 158 | 2020-08-14,610.0900268554688,617.3099975585938,610.0900268554688,612.5700073242188,612.5700073242188,302900 159 | 2020-08-17,614.739990234375,627.989990234375,614.2100219726562,620.72998046875,620.72998046875,403900 160 | 2020-08-18,623.010009765625,623.010009765625,613.27001953125,618.5900268554688,618.5900268554688,387900 161 | 2020-08-19,628.97998046875,640.6500244140625,625.0,629.6300048828125,629.6300048828125,720700 162 | 2020-08-20,610.010009765625,619.75,608.4400024414062,616.8900146484375,616.8900146484375,656600 163 | 2020-08-21,617.1799926757812,618.0700073242188,603.219970703125,605.489990234375,605.489990234375,662200 164 | -------------------------------------------------------------------------------- /datasets/RTN.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 2020-01-02,220.13999938964844,224.50999450683594,219.75,224.47999572753906,223.55014038085938,1090701 3 | 2020-01-03,226.89999389648438,230.0,225.1699981689453,227.80999755859375,226.86634826660156,2151705 4 | 2020-01-06,232.0,232.47000122070312,225.35000610351562,227.52999877929688,226.58750915527344,2080833 5 | 2020-01-07,226.25,227.8000030517578,223.7899932861328,226.5399932861328,226.5399932861328,1262071 6 | 2020-01-08,227.9499969482422,228.69000244140625,226.1199951171875,227.39999389648438,227.39999389648438,1900076 7 | 2020-01-09,227.0,228.77999877929688,227.0,228.64999389648438,228.64999389648438,1040183 8 | 2020-01-10,228.22000122070312,229.7899932861328,226.27999877929688,226.47999572753906,226.47999572753906,1477857 9 | 2020-01-13,227.05999755859375,228.0,226.1199951171875,227.14999389648438,227.14999389648438,1391438 10 | 2020-01-14,226.47999572753906,227.8800048828125,226.1199951171875,227.39999389648438,227.39999389648438,1171926 11 | 2020-01-15,228.0,229.92999267578125,227.00999450683594,229.41000366210938,229.41000366210938,1340980 12 | 2020-01-16,230.17999267578125,232.4199981689453,229.97000122070312,232.30999755859375,232.30999755859375,1235261 13 | 2020-01-17,232.47000122070312,233.47999572753906,231.2100067138672,231.33999633789062,231.33999633789062,1877660 14 | 2020-01-21,230.77000427246094,232.41000366210938,226.32000732421875,228.99000549316406,228.99000549316406,2478574 15 | 2020-01-22,228.97999572753906,231.86000061035156,228.22999572753906,229.41000366210938,229.41000366210938,2204606 16 | 2020-01-23,229.32000732421875,231.36000061035156,228.3249969482422,230.22999572753906,230.22999572753906,2505046 17 | 2020-01-24,230.7899932861328,232.3800048828125,229.27999877929688,231.24000549316406,231.24000549316406,2673374 18 | 2020-01-27,227.5,230.0,226.7899932861328,228.4600067138672,228.4600067138672,1829699 19 | 2020-01-28,228.27000427246094,229.0,223.10000610351562,227.6199951171875,227.6199951171875,2330874 20 | 2020-01-29,228.7100067138672,229.32000732421875,224.25,227.32000732421875,227.32000732421875,1479228 21 | 2020-01-30,225.0,228.58999633789062,222.42799377441406,226.10000610351562,226.10000610351562,2997777 22 | 2020-01-31,225.27000427246094,225.6999969482422,218.60000610351562,220.94000244140625,220.94000244140625,2317236 23 | 2020-02-03,220.8000030517578,222.58999633789062,217.89999389648438,218.8699951171875,218.8699951171875,2027931 24 | 2020-02-04,221.0800018310547,224.7100067138672,221.02999877929688,224.2100067138672,224.2100067138672,1713170 25 | 2020-02-05,226.0500030517578,226.99000549316406,224.75999450683594,226.63999938964844,226.63999938964844,1670406 26 | 2020-02-06,227.10000610351562,231.7100067138672,227.00999450683594,228.52999877929688,228.52999877929688,2187612 27 | 2020-02-07,227.86000061035156,231.80999755859375,227.63999938964844,230.61000061035156,230.61000061035156,2770527 28 | 2020-02-10,230.11000061035156,230.9499969482422,227.02000427246094,230.57000732421875,230.57000732421875,1713544 29 | 2020-02-11,231.3000030517578,232.49000549316406,228.5,229.30999755859375,229.30999755859375,1992072 30 | 2020-02-12,229.30999755859375,230.1999969482422,227.00999450683594,229.75999450683594,229.75999450683594,2392736 31 | 2020-02-13,228.89999389648438,230.17999267578125,226.75999450683594,226.75999450683594,226.75999450683594,2504504 32 | 2020-02-14,226.63999938964844,227.63999938964844,225.27999877929688,227.17999267578125,227.17999267578125,1343982 33 | 2020-02-18,226.07000732421875,226.3800048828125,223.25,224.0,224.0,2038406 34 | 2020-02-19,224.44000244140625,224.72999572753906,221.8699951171875,222.47000122070312,222.47000122070312,1701663 35 | 2020-02-20,222.47999572753906,222.74000549316406,218.24000549316406,220.44000244140625,220.44000244140625,1982424 36 | 2020-02-21,219.32000732421875,222.27999877929688,218.80999755859375,222.17999267578125,222.17999267578125,1640564 37 | 2020-02-24,215.97000122070312,218.47999572753906,214.0330047607422,216.0500030517578,216.0500030517578,1965190 38 | 2020-02-25,217.4499969482422,217.69000244140625,201.17999267578125,203.41000366210938,203.41000366210938,3567046 39 | 2020-02-26,204.25999450683594,210.50999450683594,200.1999969482422,200.3000030517578,200.3000030517578,2736113 40 | 2020-02-27,197.39999389648438,200.80999755859375,189.05999755859375,193.25999450683594,193.25999450683594,3977945 41 | 2020-02-28,185.66000366210938,194.3800048828125,182.44000244140625,188.55999755859375,188.55999755859375,5070992 42 | 2020-03-02,189.41000366210938,193.7100067138672,184.0,192.4600067138672,192.4600067138672,3744103 43 | 2020-03-03,193.3800048828125,199.97000122070312,189.81199645996094,191.92999267578125,191.92999267578125,4829014 44 | 2020-03-04,195.6699981689453,203.0800018310547,192.52999877929688,201.33999633789062,201.33999633789062,3014532 45 | 2020-03-05,195.94000244140625,196.73699951171875,183.2100067138672,184.52000427246094,184.52000427246094,3496444 46 | 2020-03-06,179.0399932861328,184.58999633789062,175.99000549316406,183.16000366210938,183.16000366210938,3930193 47 | 2020-03-09,170.74000549316406,177.625,167.27999877929688,168.3300018310547,168.3300018310547,3239254 48 | 2020-03-10,173.42999267578125,176.72999572753906,165.2100067138672,173.22000122070312,173.22000122070312,3604212 49 | 2020-03-11,167.72000122070312,170.22999572753906,152.52999877929688,156.75,156.75,4256171 50 | 2020-03-12,135.38999938964844,161.88999938964844,135.0,144.11000061035156,144.11000061035156,7874483 51 | 2020-03-13,153.3000030517578,156.0,140.2100067138672,149.85000610351562,149.85000610351562,4592450 52 | 2020-03-16,131.3300018310547,137.52999877929688,129.50999450683594,129.5800018310547,129.5800018310547,5099701 53 | 2020-03-17,131.3699951171875,133.0,115.9800033569336,128.9499969482422,128.9499969482422,6540495 54 | 2020-03-18,119.80000305175781,121.80000305175781,103.0,112.61000061035156,112.61000061035156,10717514 55 | 2020-03-19,111.6500015258789,123.22000122070312,103.05000305175781,121.33999633789062,121.33999633789062,4839368 56 | 2020-03-20,124.16000366210938,135.75999450683594,120.5,124.13999938964844,124.13999938964844,5141394 57 | 2020-03-23,120.3499984741211,121.98999786376953,110.33200073242188,115.54000091552734,115.54000091552734,6284108 58 | 2020-03-24,124.5,134.9199981689453,123.03500366210938,133.57000732421875,133.57000732421875,3597685 59 | 2020-03-25,135.99000549316406,152.99000549316406,131.10000610351562,144.77999877929688,144.77999877929688,5191752 60 | 2020-03-26,150.16000366210938,157.97000122070312,146.4199981689453,155.1999969482422,155.1999969482422,3667054 61 | 2020-03-27,146.89999389648438,149.75,140.27000427246094,142.02000427246094,142.02000427246094,3552975 62 | 2020-03-30,140.02000427246094,142.53700256347656,133.42999267578125,141.2100067138672,141.2100067138672,3766313 63 | 2020-03-31,140.8000030517578,140.9600067138672,130.02999877929688,131.14999389648438,131.14999389648438,4404051 64 | 2020-04-01,123.94000244140625,125.37999725341797,120.18000030517578,122.43000030517578,122.43000030517578,5086116 65 | 2020-04-02,120.6500015258789,126.8499984741211,115.0,116.95999908447266,116.95999908447266,9360245 66 | -------------------------------------------------------------------------------- /datasets/SHW.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | 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2020-08-11,655.0,661.22998046875,650.0599975585938,652.4000244140625,651.0855712890625,393100 156 | 2020-08-12,656.219970703125,675.739990234375,654.52001953125,671.8900146484375,670.5363159179688,574100 157 | 2020-08-13,667.6599731445312,674.5499877929688,665.3099975585938,669.22998046875,667.8816528320312,278200 158 | 2020-08-14,670.1799926757812,673.969970703125,663.3099975585938,666.5599975585938,665.217041015625,226300 159 | 2020-08-17,670.739990234375,674.1699829101562,665.6699829101562,671.0,669.6480712890625,344300 160 | 2020-08-18,675.0,676.030029296875,668.6699829101562,669.97998046875,668.630126953125,295800 161 | 2020-08-19,672.3900146484375,672.8099975585938,663.8499755859375,665.0900268554688,663.7500610351562,316600 162 | 2020-08-20,663.3300170898438,670.4000244140625,663.3300170898438,667.5499877929688,667.5499877929688,319300 163 | 2020-08-21,667.8699951171875,677.9400024414062,664.5,675.8200073242188,675.8200073242188,356200 164 | 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2020-02-12,35.15999984741211,35.58000183105469,34.900001525878906,35.290000915527344,34.76524353027344,5321600 31 | 2020-02-13,35.0099983215332,35.4900016784668,34.81999969482422,34.97999954223633,34.4598503112793,3742500 32 | 2020-02-14,35.220001220703125,35.279998779296875,34.369998931884766,34.97999954223633,34.4598503112793,4349000 33 | 2020-02-18,35.02000045776367,35.70000076293945,34.970001220703125,35.099998474121094,34.578067779541016,6057700 34 | 2020-02-19,35.209999084472656,35.970001220703125,35.029998779296875,35.66999816894531,35.139591217041016,10675500 35 | 2020-02-20,32.2400016784668,32.29999923706055,29.079999923706055,29.290000915527344,28.854461669921875,44416400 36 | 2020-02-21,28.93000030517578,29.350000381469727,28.170000076293945,28.260000228881836,27.83977699279785,17502200 37 | 2020-02-24,27.5,27.510000228881836,26.350000381469727,26.93000030517578,26.52955436706543,17546900 38 | 2020-02-25,27.1200008392334,27.3799991607666,25.149999618530273,25.360000610351562,24.982900619506836,25053800 39 | 2020-02-26,25.670000076293945,26.100000381469727,24.40999984741211,24.440000534057617,24.076580047607422,18715900 40 | 2020-02-27,23.959999084472656,25.110000610351562,23.06999969482422,23.889999389648438,23.534757614135742,21555200 41 | 2020-02-28,23.729999542236328,25.31999969482422,23.389999389648438,24.610000610351562,24.24405288696289,22720200 42 | 2020-03-02,24.75,24.799999237060547,23.270000457763672,24.309999465942383,23.94851303100586,18892200 43 | 2020-03-03,24.219999313354492,24.540000915527344,22.709999084472656,23.079999923706055,22.73680305480957,20205100 44 | 2020-03-04,23.43000030517578,23.489999771118164,22.5,23.100000381469727,22.756505966186523,17083100 45 | 2020-03-05,22.850000381469727,22.860000610351562,21.25,21.479999542236328,21.160594940185547,20784500 46 | 2020-03-06,20.989999771118164,22.09000015258789,20.6200008392334,21.56999969482422,21.249256134033203,14435200 47 | 2020-03-09,20.0,20.200000762939453,19.1200008392334,19.170000076293945,18.884944915771484,14525100 48 | 2020-03-10,20.049999237060547,20.56999969482422,19.149999618530273,20.530000686645508,20.224721908569336,14906800 49 | 2020-03-11,19.809999465942383,20.290000915527344,19.280000686645508,19.799999237060547,19.50557518005371,15620200 50 | 2020-03-12,18.18000030517578,18.299999237060547,16.110000610351562,16.139999389648438,15.899999618530273,21431500 51 | 2020-03-13,17.34000015258789,17.93000030517578,15.59000015258789,16.399999618530273,16.399999618530273,17399900 52 | 2020-03-16,15.5,15.729999542236328,13.600000381469727,13.609999656677246,13.609999656677246,18695600 53 | 2020-03-17,14.449999809265137,14.449999809265137,12.210000038146973,12.739999771118164,12.739999771118164,21756300 54 | 2020-03-18,12.050000190734863,12.260000228881836,10.100000381469727,12.210000038146973,12.210000038146973,19626400 55 | 2020-03-19,12.149999618530273,13.220000267028809,11.300000190734863,12.619999885559082,12.619999885559082,14490700 56 | 2020-03-20,12.850000381469727,13.3100004196167,11.770000457763672,11.970000267028809,11.970000267028809,18495100 57 | 2020-03-23,11.899999618530273,11.989999771118164,10.8100004196167,11.279999732971191,11.279999732971191,21613200 58 | 2020-03-24,12.0,14.829999923706055,11.850000381469727,14.75,14.75,24294700 59 | 2020-03-25,15.170000076293945,16.190000534057617,14.180000305175781,14.739999771118164,14.739999771118164,19993600 60 | 2020-03-26,14.850000381469727,14.850000381469727,13.270000457763672,13.989999771118164,13.989999771118164,23227100 61 | 2020-03-27,13.579999923706055,13.579999923706055,12.270000457763672,12.789999961853027,12.789999961853027,15405700 62 | 2020-03-30,12.970000267028809,14.210000038146973,12.270000457763672,14.09000015258789,14.09000015258789,15460100 63 | 2020-03-31,14.069999694824219,14.890000343322754,13.859999656677246,14.010000228881836,14.010000228881836,16262900 64 | 2020-04-01,13.40999984741211,13.5600004196167,12.6899995803833,12.779999732971191,12.779999732971191,14039600 65 | 2020-04-02,12.75,13.9399995803833,12.520000457763672,12.760000228881836,12.760000228881836,13340000 66 | 2020-04-03,12.6899995803833,13.119999885559082,11.920000076293945,12.430000305175781,12.430000305175781,12254700 67 | 2020-04-06,13.119999885559082,14.170000076293945,12.9399995803833,13.9399995803833,13.9399995803833,17272700 68 | 2020-04-07,14.739999771118164,16.670000076293945,14.619999885559082,14.6899995803833,14.6899995803833,20200900 69 | 2020-04-08,15.130000114440918,16.15999984741211,14.819999694824219,15.800000190734863,15.800000190734863,16587800 70 | 2020-04-09,16.719999313354492,17.139999389648438,16.09000015258789,16.559999465942383,16.559999465942383,15991700 71 | 2020-04-13,16.75,16.860000610351562,15.640000343322754,16.059999465942383,16.059999465942383,11912800 72 | 2020-04-14,16.40999984741211,16.6299991607666,15.369999885559082,16.270000457763672,16.270000457763672,14021400 73 | 2020-04-15,15.569999694824219,15.75,15.0,15.199999809265137,15.199999809265137,11604500 74 | 2020-04-16,15.149999618530273,15.15999984741211,14.390000343322754,14.630000114440918,14.630000114440918,11751000 75 | 2020-04-17,15.34000015258789,15.84000015258789,15.199999809265137,15.800000190734863,15.800000190734863,9142500 76 | 2020-04-20,15.109999656677246,16.010000228881836,14.850000381469727,15.520000457763672,15.520000457763672,7836200 77 | 2020-04-21,15.15999984741211,15.5,14.859999656677246,15.149999618530273,15.149999618530273,7964100 78 | 2020-04-22,15.529999732971191,15.6899995803833,14.890000343322754,14.930000305175781,14.930000305175781,8514400 79 | 2020-04-23,14.949999809265137,15.890000343322754,14.65999984741211,15.520000457763672,15.520000457763672,10601200 80 | 2020-04-24,15.5600004196167,15.880000114440918,15.170000076293945,15.630000114440918,15.630000114440918,11015400 81 | 2020-04-27,15.720000267028809,17.09000015258789,15.720000267028809,16.979999542236328,16.979999542236328,9611400 82 | 2020-04-28,17.549999237060547,18.049999237060547,16.989999771118164,17.450000762939453,17.450000762939453,10883200 83 | 2020-04-29,18.049999237060547,19.5,18.010000228881836,18.989999771118164,18.989999771118164,15216500 84 | 2020-04-30,18.200000762939453,18.459999084472656,17.09000015258789,17.260000228881836,17.260000228881836,15775800 85 | 2020-05-01,16.790000915527344,16.809999465942383,15.899999618530273,16.459999084472656,16.459999084472656,11225600 86 | 2020-05-04,16.229999542236328,16.6299991607666,15.6899995803833,16.100000381469727,16.100000381469727,12886600 87 | 2020-05-05,16.280000686645508,16.350000381469727,15.199999809265137,15.260000228881836,15.260000228881836,10932900 88 | 2020-05-06,15.40999984741211,15.680000305175781,14.789999961853027,14.880000114440918,14.880000114440918,12620600 89 | 2020-05-07,16.790000915527344,17.520000457763672,16.219999313354492,16.420000076293945,16.420000076293945,29842000 90 | 2020-05-08,16.81999969482422,18.219999313354492,16.600000381469727,18.079999923706055,18.079999923706055,17215200 91 | 2020-05-11,18.440000534057617,18.479999542236328,17.3700008392334,18.040000915527344,18.040000915527344,13543700 92 | 2020-05-12,18.149999618530273,18.59000015258789,17.729999542236328,18.25,18.25,12306900 93 | 2020-05-13,18.06999969482422,18.100000381469727,16.31999969482422,16.850000381469727,16.850000381469727,18874700 94 | 2020-05-14,16.40999984741211,17.200000762939453,16.049999237060547,17.15999984741211,17.15999984741211,10219600 95 | 2020-05-15,16.729999542236328,17.34000015258789,16.579999923706055,17.299999237060547,17.299999237060547,11608400 96 | 2020-05-18,18.360000610351562,19.299999237060547,18.209999084472656,19.049999237060547,19.049999237060547,17621800 97 | 2020-05-19,19.170000076293945,20.280000686645508,18.65999984741211,19.639999389648438,19.639999389648438,15382600 98 | 2020-05-20,20.3700008392334,20.68000030517578,19.479999542236328,19.6299991607666,19.6299991607666,15998400 99 | 2020-05-21,19.5,20.190000534057617,19.399999618530273,19.84000015258789,19.84000015258789,13246700 100 | 2020-05-22,19.90999984741211,20.059999465942383,19.100000381469727,19.59000015258789,19.59000015258789,10553700 101 | 2020-05-26,20.350000381469727,20.559999465942383,19.799999237060547,20.3700008392334,20.3700008392334,16650200 102 | 2020-05-27,21.149999618530273,22.3799991607666,20.940000534057617,22.010000228881836,22.010000228881836,16083200 103 | 2020-05-28,21.959999084472656,22.09000015258789,21.1200008392334,21.200000762939453,21.200000762939453,11246700 104 | 2020-05-29,20.739999771118164,21.049999237060547,20.31999969482422,20.739999771118164,20.739999771118164,15554500 105 | 2020-06-01,20.649999618530273,21.81999969482422,20.56999969482422,21.530000686645508,21.530000686645508,7165100 106 | 2020-06-02,21.739999771118164,21.8799991607666,21.360000610351562,21.84000015258789,21.84000015258789,9835800 107 | 2020-06-03,22.270000457763672,23.059999465942383,22.139999389648438,22.719999313354492,22.719999313354492,8816900 108 | 2020-06-04,22.670000076293945,24.3700008392334,22.450000762939453,24.1200008392334,24.1200008392334,12636000 109 | 2020-06-23,23.829999923706055,24.149999618530273,23.520000457763672,23.709999084472656,23.709999084472656,10519600 110 | 2020-06-24,23.15999984741211,23.739999771118164,22.110000610351562,23.579999923706055,23.579999923706055,16923900 111 | 2020-06-25,22.969999313354492,23.170000076293945,22.260000228881836,22.969999313354492,22.969999313354492,14766600 112 | 2020-06-26,22.770000457763672,23.09000015258789,22.020000457763672,22.31999969482422,22.31999969482422,17517300 113 | 2020-06-29,22.389999389648438,23.389999389648438,21.8799991607666,23.049999237060547,23.049999237060547,10918600 114 | 2020-06-30,23.239999771118164,23.450000762939453,22.530000686645508,23.31999969482422,23.31999969482422,9886200 115 | 2020-07-01,23.329999923706055,24.1200008392334,23.09000015258789,23.600000381469727,23.600000381469727,8771700 116 | 2020-07-02,24.0,24.18000030517578,23.110000610351562,23.25,23.25,9947300 117 | 2020-07-06,23.790000915527344,23.940000534057617,23.280000686645508,23.690000534057617,23.690000534057617,9234300 118 | 2020-07-07,23.5,23.510000228881836,22.68000030517578,22.950000762939453,22.950000762939453,8823200 119 | 2020-07-08,22.790000915527344,22.989999771118164,22.209999084472656,22.920000076293945,22.920000076293945,9759000 120 | 2020-07-09,22.899999618530273,22.90999984741211,21.670000076293945,22.100000381469727,22.100000381469727,13176200 121 | 2020-07-10,22.020000457763672,22.950000762939453,21.829999923706055,22.93000030517578,22.93000030517578,6351900 122 | 2020-07-13,23.31999969482422,24.09000015258789,22.540000915527344,23.709999084472656,23.709999084472656,14111300 123 | 2020-07-14,23.510000228881836,24.329999923706055,23.15999984741211,24.25,24.25,8983700 124 | 2020-07-15,24.719999313354492,25.34000015258789,24.329999923706055,24.950000762939453,24.950000762939453,11980100 125 | 2020-07-16,24.579999923706055,25.600000381469727,24.389999389648438,25.5,25.5,8514300 126 | 2020-07-17,25.459999084472656,25.600000381469727,24.729999542236328,25.190000534057617,25.190000534057617,16381900 127 | 2020-07-20,25.280000686645508,25.290000915527344,24.239999771118164,24.469999313354492,24.469999313354492,8481800 128 | 2020-07-21,24.489999771118164,25.079999923706055,24.40999984741211,24.520000457763672,24.520000457763672,7934700 129 | 2020-07-22,24.329999923706055,24.959999084472656,24.1200008392334,24.860000610351562,24.860000610351562,6607900 130 | 2020-07-23,24.81999969482422,25.270000457763672,24.639999389648438,25.1299991607666,25.1299991607666,8436100 131 | 2020-07-24,24.979999542236328,25.479999542236328,24.440000534057617,24.75,24.75,8646500 132 | 2020-07-27,24.670000076293945,24.8799991607666,24.110000610351562,24.829999923706055,24.829999923706055,6861000 133 | 2020-07-28,24.469999313354492,24.959999084472656,24.34000015258789,24.520000457763672,24.520000457763672,4636000 134 | 2020-07-29,24.649999618530273,25.459999084472656,24.270000457763672,25.290000915527344,25.290000915527344,6711300 135 | 2020-07-30,24.639999389648438,26.049999237060547,24.440000534057617,25.809999465942383,25.809999465942383,7469000 136 | 2020-07-31,25.68000030517578,26.18000030517578,25.34000015258789,26.06999969482422,26.06999969482422,8448100 137 | 2020-08-03,26.06999969482422,26.1299991607666,25.34000015258789,25.709999084472656,25.709999084472656,7970200 138 | 2020-08-04,25.84000015258789,26.690000534057617,25.610000610351562,26.549999237060547,26.549999237060547,8889400 139 | 2020-08-05,26.75,26.770000457763672,25.959999084472656,26.0,26.0,9751400 140 | 2020-08-06,26.600000381469727,27.56999969482422,25.90999984741211,26.889999389648438,26.889999389648438,17381600 141 | 2020-08-07,26.600000381469727,26.8799991607666,25.65999984741211,26.209999084472656,26.209999084472656,11785300 142 | 2020-08-10,26.149999618530273,26.780000686645508,25.8700008392334,26.309999465942383,26.309999465942383,12312700 143 | 2020-08-11,26.770000457763672,27.799999237060547,26.15999984741211,26.510000228881836,26.510000228881836,12788300 144 | 2020-08-12,27.209999084472656,27.309999465942383,25.899999618530273,26.239999771118164,26.239999771118164,11406600 145 | 2020-08-13,25.920000076293945,26.969999313354492,25.610000610351562,26.690000534057617,26.690000534057617,8121500 146 | 2020-08-14,26.670000076293945,28.239999771118164,26.549999237060547,27.459999084472656,27.459999084472656,16534200 147 | 2020-08-17,27.5,27.6299991607666,26.6299991607666,27.229999542236328,27.229999542236328,10933900 148 | 2020-08-18,27.209999084472656,28.100000381469727,26.5,26.969999313354492,26.969999313354492,6345000 149 | 2020-08-19,27.1299991607666,27.40999984741211,26.709999084472656,27.31999969482422,27.31999969482422,7598900 150 | 2020-08-20,27.0,27.0,26.34000015258789,26.690000534057617,26.690000534057617,10627200 151 | 2020-08-21,26.700000762939453,26.889999389648438,26.290000915527344,26.510000228881836,26.510000228881836,4981400 152 | -------------------------------------------------------------------------------- /datasets/WCG.csv: -------------------------------------------------------------------------------- 1 | Date,Open,High,Low,Close,Adj Close,Volume 2 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | plotly 3 | yfinance -------------------------------------------------------------------------------- /snapshot.py: -------------------------------------------------------------------------------- 1 | import os 2 | import yfinance as yf 3 | 4 | with open('symbols.csv') as f: 5 | lines = f.read().splitlines() 6 | for symbol in lines: 7 | print(symbol) 8 | data = yf.download(symbol, start="2020-01-01", end="2020-08-22") 9 | data.to_csv("datasets/{}.csv".format(symbol)) -------------------------------------------------------------------------------- /squeeze.py: -------------------------------------------------------------------------------- 1 | import os, pandas 2 | import plotly.graph_objects as go 3 | 4 | dataframes = {} 5 | 6 | for filename in os.listdir('datasets'): 7 | #print(filename) 8 | symbol = filename.split(".")[0] 9 | #print(symbol) 10 | df = pandas.read_csv('datasets/{}'.format(filename)) 11 | if df.empty: 12 | continue 13 | 14 | df['20sma'] = df['Close'].rolling(window=20).mean() 15 | df['stddev'] = df['Close'].rolling(window=20).std() 16 | df['lower_band'] = df['20sma'] - (2 * df['stddev']) 17 | df['upper_band'] = df['20sma'] + (2 * df['stddev']) 18 | 19 | df['TR'] = abs(df['High'] - df['Low']) 20 | df['ATR'] = df['TR'].rolling(window=20).mean() 21 | 22 | df['lower_keltner'] = df['20sma'] - (df['ATR'] * 1.5) 23 | df['upper_keltner'] = df['20sma'] + (df['ATR'] * 1.5) 24 | 25 | def in_squeeze(df): 26 | return df['lower_band'] > df['lower_keltner'] and df['upper_band'] < df['upper_keltner'] 27 | 28 | df['squeeze_on'] = df.apply(in_squeeze, axis=1) 29 | 30 | if df.iloc[-3]['squeeze_on'] and not df.iloc[-1]['squeeze_on']: 31 | print("{} is coming out the squeeze".format(symbol)) 32 | 33 | # save all dataframes to a dictionary 34 | # we can chart individual names below by calling the chart() function 35 | dataframes[symbol] = df 36 | 37 | 38 | def chart(df): 39 | candlestick = go.Candlestick(x=df['Date'], open=df['Open'], high=df['High'], low=df['Low'], close=df['Close']) 40 | upper_band = go.Scatter(x=df['Date'], y=df['upper_band'], name='Upper Bollinger Band', line={'color': 'red'}) 41 | lower_band = go.Scatter(x=df['Date'], y=df['lower_band'], name='Lower Bollinger Band', line={'color': 'red'}) 42 | 43 | upper_keltner = go.Scatter(x=df['Date'], y=df['upper_keltner'], name='Upper Keltner Channel', line={'color': 'blue'}) 44 | lower_keltner = go.Scatter(x=df['Date'], y=df['lower_keltner'], name='Lower Keltner Channel', line={'color': 'blue'}) 45 | 46 | fig = go.Figure(data=[candlestick, upper_band, lower_band, upper_keltner, lower_keltner]) 47 | fig.layout.xaxis.type = 'category' 48 | fig.layout.xaxis.rangeslider.visible = False 49 | fig.show() 50 | 51 | df = dataframes['GOOGL'] 52 | chart(df) -------------------------------------------------------------------------------- /symbols.csv: -------------------------------------------------------------------------------- 1 | MMM 2 | ABT 3 | ABBV 4 | ABMD 5 | ACN 6 | ATVI 7 | ADBE 8 | AMD 9 | AAP 10 | AES 11 | AFL 12 | A 13 | APD 14 | AKAM 15 | ALK 16 | ALB 17 | ARE 18 | ALXN 19 | ALGN 20 | ALLE 21 | AGN 22 | ADS 23 | LNT 24 | ALL 25 | GOOGL 26 | GOOG 27 | MO 28 | AMZN 29 | AMCR 30 | AEE 31 | AAL 32 | AEP 33 | AXP 34 | AIG 35 | AMT 36 | AWK 37 | AMP 38 | ABC 39 | AME 40 | AMGN 41 | APH 42 | ADI 43 | ANSS 44 | ANTM 45 | AON 46 | AOS 47 | APA 48 | AIV 49 | AAPL 50 | AMAT 51 | APTV 52 | ADM 53 | ARNC 54 | ANET 55 | AJG 56 | AIZ 57 | ATO 58 | T 59 | ADSK 60 | ADP 61 | AZO 62 | AVB 63 | AVY 64 | BKR 65 | BLL 66 | BAC 67 | BK 68 | BAX 69 | BDX 70 | BRK.B 71 | BBY 72 | BIIB 73 | BLK 74 | BA 75 | BKNG 76 | BWA 77 | BXP 78 | BSX 79 | BMY 80 | AVGO 81 | BR 82 | BF.B 83 | CHRW 84 | COG 85 | CDNS 86 | CPB 87 | COF 88 | CPRI 89 | CAH 90 | KMX 91 | CCL 92 | CAT 93 | CBOE 94 | CBRE 95 | CDW 96 | CE 97 | CNC 98 | CNP 99 | CTL 100 | CERN 101 | CF 102 | SCHW 103 | CHTR 104 | CVX 105 | CMG 106 | CB 107 | CHD 108 | CI 109 | XEC 110 | CINF 111 | CTAS 112 | CSCO 113 | C 114 | CFG 115 | CTXS 116 | CLX 117 | CME 118 | CMS 119 | KO 120 | CTSH 121 | CL 122 | CMCSA 123 | CMA 124 | CAG 125 | CXO 126 | COP 127 | ED 128 | STZ 129 | COO 130 | CPRT 131 | GLW 132 | CTVA 133 | COST 134 | COTY 135 | CCI 136 | CSX 137 | CMI 138 | CVS 139 | DHI 140 | DHR 141 | DRI 142 | DVA 143 | DE 144 | DAL 145 | XRAY 146 | DVN 147 | FANG 148 | DLR 149 | DFS 150 | DISCA 151 | DISCK 152 | DISH 153 | DG 154 | DLTR 155 | D 156 | DOV 157 | DOW 158 | DTE 159 | DUK 160 | DRE 161 | DD 162 | DXC 163 | ETFC 164 | EMN 165 | ETN 166 | EBAY 167 | ECL 168 | EIX 169 | EW 170 | EA 171 | EMR 172 | ETR 173 | EOG 174 | EFX 175 | EQIX 176 | EQR 177 | ESS 178 | EL 179 | EVRG 180 | ES 181 | RE 182 | EXC 183 | EXPE 184 | EXPD 185 | EXR 186 | XOM 187 | FFIV 188 | FB 189 | FAST 190 | FRT 191 | FDX 192 | FIS 193 | FITB 194 | FE 195 | FRC 196 | FISV 197 | FLT 198 | FLIR 199 | FLS 200 | FMC 201 | F 202 | FTNT 203 | FTV 204 | FBHS 205 | FOXA 206 | FOX 207 | BEN 208 | FCX 209 | GPS 210 | GRMN 211 | IT 212 | GD 213 | GE 214 | GIS 215 | GM 216 | GPC 217 | GILD 218 | GL 219 | GPN 220 | GS 221 | GWW 222 | HRB 223 | HAL 224 | HBI 225 | HOG 226 | HIG 227 | HAS 228 | HCA 229 | PEAK 230 | HP 231 | HSIC 232 | HSY 233 | HES 234 | HPE 235 | HLT 236 | HFC 237 | HOLX 238 | HD 239 | HON 240 | HRL 241 | HST 242 | HPQ 243 | HUM 244 | HBAN 245 | HII 246 | IEX 247 | IDXX 248 | INFO 249 | ITW 250 | ILMN 251 | IR 252 | INTC 253 | ICE 254 | IBM 255 | INCY 256 | IP 257 | IPG 258 | IFF 259 | INTU 260 | ISRG 261 | IVZ 262 | IPGP 263 | IQV 264 | IRM 265 | JKHY 266 | J 267 | JBHT 268 | SJM 269 | JNJ 270 | JCI 271 | JPM 272 | JNPR 273 | KSU 274 | K 275 | KEY 276 | KEYS 277 | KMB 278 | KIM 279 | KMI 280 | KLAC 281 | KSS 282 | KHC 283 | KR 284 | LB 285 | LHX 286 | LH 287 | LRCX 288 | LW 289 | LVS 290 | LEG 291 | LDOS 292 | LEN 293 | LLY 294 | LNC 295 | LIN 296 | LYV 297 | LKQ 298 | LMT 299 | L 300 | LOW 301 | LYB 302 | MTB 303 | M 304 | MRO 305 | MPC 306 | MKTX 307 | MAR 308 | MMC 309 | MLM 310 | MAS 311 | MA 312 | MKC 313 | MXIM 314 | MCD 315 | MCK 316 | MDT 317 | MRK 318 | MET 319 | MTD 320 | MGM 321 | MCHP 322 | MU 323 | MSFT 324 | MAA 325 | MHK 326 | TAP 327 | MDLZ 328 | MNST 329 | MCO 330 | MS 331 | MOS 332 | MSI 333 | MSCI 334 | MYL 335 | NDAQ 336 | NOV 337 | NTAP 338 | NFLX 339 | NWL 340 | NEM 341 | NWSA 342 | NWS 343 | NEE 344 | NLSN 345 | NKE 346 | NI 347 | NBL 348 | JWN 349 | NSC 350 | NTRS 351 | NOC 352 | NLOK 353 | NCLH 354 | NRG 355 | NUE 356 | NVDA 357 | NVR 358 | ORLY 359 | OXY 360 | ODFL 361 | OMC 362 | OKE 363 | ORCL 364 | PCAR 365 | PKG 366 | PH 367 | PAYX 368 | PYPL 369 | PNR 370 | PBCT 371 | PEP 372 | PKI 373 | PRGO 374 | PFE 375 | PM 376 | PSX 377 | PNW 378 | PXD 379 | PNC 380 | PPG 381 | PPL 382 | PFG 383 | PG 384 | PGR 385 | PLD 386 | PRU 387 | PEG 388 | PSA 389 | PHM 390 | PVH 391 | QRVO 392 | PWR 393 | QCOM 394 | DGX 395 | RL 396 | RJF 397 | RTN 398 | O 399 | REG 400 | REGN 401 | RF 402 | RSG 403 | RMD 404 | RHI 405 | ROK 406 | ROL 407 | ROP 408 | ROST 409 | RCL 410 | SPGI 411 | CRM 412 | SBAC 413 | SLB 414 | STX 415 | SEE 416 | SRE 417 | NOW 418 | SHW 419 | SPG 420 | SWKS 421 | SLG 422 | SNA 423 | SO 424 | LUV 425 | SWK 426 | SBUX 427 | STT 428 | STE 429 | SYK 430 | SIVB 431 | SYF 432 | SNPS 433 | SYY 434 | TMUS 435 | TROW 436 | TTWO 437 | TPR 438 | TGT 439 | TEL 440 | FTI 441 | TFX 442 | TXN 443 | TXT 444 | TMO 445 | TIF 446 | TJX 447 | TSCO 448 | TDG 449 | TRV 450 | TFC 451 | TWTR 452 | TSN 453 | UDR 454 | ULTA 455 | USB 456 | UAA 457 | UA 458 | UNP 459 | UAL 460 | UNH 461 | UPS 462 | URI 463 | UTX 464 | UHS 465 | UNM 466 | VFC 467 | VLO 468 | VAR 469 | VTR 470 | VRSN 471 | VRSK 472 | VZ 473 | VRTX 474 | VIAC 475 | V 476 | VNO 477 | VMC 478 | WRB 479 | WAB 480 | WMT 481 | WBA 482 | DIS 483 | WM 484 | WAT 485 | WEC 486 | WCG 487 | WFC 488 | WELL 489 | WDC 490 | WU 491 | WRK 492 | WY 493 | WHR 494 | WMB 495 | WLTW 496 | WYNN 497 | XEL 498 | XRX 499 | XLNX 500 | XYL 501 | YUM 502 | ZBRA 503 | ZBH 504 | ZION 505 | ZTS --------------------------------------------------------------------------------