以下为卖家选择提供的数据验证报告:
数据描述
The RUSSIA 249 Stocks OHLCV Prices Dataset provides historical Open, High, Low, Close, and Volume (OHLCV) prices of stocks traded in the Russia financial markets MOEX. You can use price movements and trading volumes for stock price predictions.
If you want to download actual data - on today for example, then you can use python code from my github.
Sberbank D1 Daily timeframe
datetime open high low close volume 0 1999-06-01 0.54 0.54 0.53 0.53 778 1 1999-06-02 0.53 0.53 0.49 0.50 1926 2 1999-06-03 0.49 0.54 0.49 0.53 3346 3 1999-06-04 0.54 0.55 0.53 0.55 4694 4 1999-06-07 0.55 0.57 0.55 0.56 3505 ... ... ... ... ... ... ... ... datetime open high low close volume 6171 2024-03-06 298.19 299.33 296.82 297.71 1767632 6172 2024-03-07 297.72 300.58 297.24 300.40 2193411 6173 2024-03-11 300.99 302.95 298.50 299.79 4162392 6174 2024-03-12 299.54 301.07 297.34 300.90 2858130 6175 2024-03-13 301.20 301.49 298.70 298.85 2399325
Sberbank H1 Hourly timeframe
datetime open high low close volume 0 1999-06-01 11:00:00 0.54 0.54 0.54 0.54 3 1 1999-06-01 12:00:00 0.54 0.54 0.53 0.53 30 2 1999-06-01 13:00:00 0.53 0.54 0.53 0.54 155 3 1999-06-01 14:00:00 0.53 0.53 0.53 0.53 105 4 1999-06-01 16:00:00 0.54 0.54 0.53 0.53 480 ... ... ... ... ... ... ... ... datetime open high low close volume 57825 2024-03-13 19:00:00 299.99 300.00 299.68 299.88 80732 57826 2024-03-13 20:00:00 299.81 299.90 299.61 299.67 24812 57827 2024-03-13 21:00:00 299.67 299.69 298.70 298.90 150200 57828 2024-03-13 22:00:00 298.90 299.00 298.75 298.92 56009 57829 2024-03-13 23:00:00 298.92 299.00 298.85 298.85 49345
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tickers = ['ABIO', 'ABRD', 'ACKO', 'AFKS', 'AFLT', 'AGRO', 'AKRN', 'ALRS', 'AMEZ', 'APTK', 'AQUA', 'ARSA', 'ASSB', 'ASTR', 'AVAN', 'BANE', 'BANEP', 'BELU', 'BISVP', 'BLNG', 'BRZL', 'BSPB', 'BSPBP', 'CARM', 'CBOM', 'CHGZ', 'CHKZ', 'CHMF', 'CHMK', 'CIAN', 'CNTL', 'CNTLP', 'DIOD', 'DSKY', 'DVEC', 'DZRD', 'DZRDP', 'EELT', 'ELFV', 'ENPG', 'ETLN', 'EUTR', 'FEES', 'FESH', 'FIVE', 'FIXP', 'FLOT', 'GAZA', 'GAZAP', 'GAZC', 'GAZP', 'GAZS', 'GAZT', 'GCHE', 'GECO', 'GEMA', 'GEMC', 'GLTR', 'GMKN', 'GTRK', 'HHRU', 'HIMCP', 'HMSG', 'HNFG', 'HYDR', 'IGST', 'IGSTP', 'INGR', 'IRAO', 'IRKT', 'JNOS', 'JNOSP', 'KAZT', 'KAZTP', 'KBSB', 'KCHE', 'KCHEP', 'KGKC', 'KGKCP', 'KLSB', 'KMAZ', 'KMEZ', 'KOGK', 'KRKN', 'KRKNP', 'KRKOP', 'KROT', 'KROTP', 'KRSB', 'KRSBP', 'KTSB', 'KTSBP', 'KUBE', 'KUZB', 'KZOS', 'KZOSP', 'LENT', 'LIFE', 'LKOH', 'LNZL', 'LNZLP', 'LSNG', 'LSNGP', 'LSRG', 'LVHK', 'MAGE', 'MAGEP', 'MAGN', 'MDMG', 'MFGS', 'MFGSP', 'MGNT', 'MGNZ', 'MGTS', 'MGTSP', 'MISB', 'MISBP', 'MOEX', 'MRKC', 'MRKK', 'MRKP', 'MRKS', 'MRKU', 'MRKV', 'MRKY', 'MRKZ', 'MRSB', 'MSNG', 'MSRS', 'MSTT', 'MTLR', 'MTLRP', 'MTSS', 'MVID', 'NAUK', 'NFAZ', 'NKHP', 'NKNC', 'NKNCP', 'NKSH', 'NLMK', 'NMTP', 'NNSB', 'NNSBP', 'NSVZ', 'NVTK', 'OGKB', 'OKEY', 'OMZZP', 'OZON', 'PAZA', 'PHOR', 'PIKK', 'PLZL', 'PMSB', 'PMSBP', 'POLY', 'POSI', 'PRFN', 'PRMB', 'QIWI', 'RASP', 'RBCM', 'RDRB', 'RENI', 'RGSS', 'RKKE', 'RNFT', 'ROLO', 'ROSB', 'ROSN', 'ROST', 'RTGZ', 'RTKM', 'RTKMP', 'RTSB', 'RTSBP', 'RUAL', 'RUSI', 'RZSB', 'SAGO', 'SAGOP', 'SARE', 'SAREP', 'SBER', 'SBERP', 'SELG', 'SFIN', 'SGZH', 'SIBN', 'SLEN', 'SMLT', 'SNGS', 'SNGSP', 'SOFL', 'SPBE', 'STSB', 'STSBP', 'SVAV', 'SVCB', 'SVET', 'TASB', 'TASBP', 'TATN', 'TATNP', 'TCSG', 'TGKA', 'TGKB', 'TGKBP', 'TGKN', 'TNSE', 'TORS', 'TORSP', 'TRMK', 'TRNFP', 'TTLK', 'TUZA', 'UGLD', 'UKUZ', 'UNAC', 'UNKL', 'UPRO', 'URKZ', 'USBN', 'UTAR', 'VEON-RX', 'VGSB', 'VGSBP', 'VJGZ', 'VJGZP', 'VKCO', 'VLHZ', 'VRSB', 'VRSBP', 'VSMO', 'VSYD', 'VSYDP', 'VTBR', 'WTCM', 'WTCMP', 'WUSH', 'YAKG', 'YKEN', 'YKENP', 'YNDX', 'YRSB', 'YRSBP', 'ZILL', 'ZVEZ']
