- I'm pretty sure it's a mistake in the documentation.
tickers is the object holding multiple Ticker objects.- The README is missing the correct method call, which is also
tickers.
- Additionally, the ticker symbols data is accessed with uppercase letters as shown in the following code.
- TAB completion at the
. will show the correct available methods
- See AttributeError: 'Tickers' object has no attribute 'msft' #407 and Update README.rst #408 for future details.
Working Code
- The following code produces the expected output
import yfinance as yf
tickers = yf.Tickers('msft aapl goog')
print(tickers.tickers.GOOG.actions)
print(tickers.tickers.AAPL.history(period="1mo"))
print(tickers.tickers.MSFT.info)
tickers.tickers.GOOG.actions
Dividends Stock Splits
Date
2014-03-27 0.0 2.002
2015-04-27 0.0 1.000
tickers.tickers.AAPL.history(period="1mo")
Open High Low Close Volume Dividends Stock Splits
Date
2020-07-06 370.00 375.78 369.87 373.85 29663900 0 0
2020-07-07 375.41 378.62 372.23 372.69 28106100 0 0
2020-07-08 376.72 381.50 376.36 381.37 29273000 0 0
2020-07-09 385.05 385.27 378.69 383.01 31410700 0 0
2020-07-10 381.34 383.92 378.82 383.68 22564300 0 0
2020-07-13 389.06 399.82 381.03 381.91 47912300 0 0
2020-07-14 379.36 389.02 375.51 388.23 42747300 0 0
2020-07-15 395.96 396.99 385.96 390.90 38299500 0 0
2020-07-16 386.25 389.62 383.62 386.09 27644400 0 0
2020-07-17 387.95 388.59 383.36 385.31 23046700 0 0
2020-07-20 385.67 394.00 384.25 393.43 22579500 0 0
2020-07-21 396.69 397.00 386.97 388.00 25911500 0 0
2020-07-22 386.77 391.90 386.41 389.09 22250400 0 0
2020-07-23 387.99 388.31 368.04 371.38 49251100 0 0
2020-07-24 363.95 371.88 356.58 370.46 46359700 0 0
2020-07-27 374.84 379.62 373.92 379.24 30303500 0 0
2020-07-28 377.47 378.20 372.99 373.01 25906400 0 0
2020-07-29 375.00 380.92 374.85 380.16 22582300 0 0
2020-07-30 376.75 385.19 375.07 384.76 39532500 0 0
2020-07-31 411.54 425.66 403.30 425.04 93584200 0 0
2020-08-03 432.80 446.55 431.57 435.75 76955100 0 0
2020-08-04 436.53 443.16 433.56 436.99 35017345 0 0
tickers.tickers.MSFT.info
{'52WeekChange': 0.55063903,
'SandP52WeekChange': 0.14325917,
'address1': 'One Microsoft Way',
'algorithm': None,
'annualHoldingsTurnover': None,
'annualReportExpenseRatio': None,
'ask': 211.39,
'askSize': 1100,
'averageDailyVolume10Day': 31499250,
'averageVolume': 34679039,
'averageVolume10days': 31499250,
'beta': 0.933333,
'beta3Year': None,
'bid': 211.37,
'bidSize': 900,
'bookValue': 15.626,
'category': None,
'circulatingSupply': None,
'city': 'Redmond',
'companyOfficers': [],
'country': 'United States',
'currency': 'USD',
'dateShortInterest': 1594771200,
'dayHigh': 214.77,
'dayLow': 210.31,
'dividendRate': 2.04,
'dividendYield': 0.0094,
'earningsQuarterlyGrowth': -0.151,
'enterpriseToEbitda': 24.277,
'enterpriseToRevenue': 11.078,
'enterpriseValue': 1584317595648,
'exDividendDate': 1597795200,
'exchange': 'NMS',
'exchangeTimezoneName': 'America/New_York',
'exchangeTimezoneShortName': 'EDT',
'expireDate': None,
'fax': '425-706-7329',
'fiftyDayAverage': 203.61559,
'fiftyTwoWeekHigh': 216.38,
'fiftyTwoWeekLow': 130.78,
'fiveYearAverageReturn': None,
'fiveYearAvgDividendYield': 1.87,
'floatShares': 7456408437,
'forwardEps': 7.34,
'forwardPE': 28.803814,
'fromCurrency': None,
'fullTimeEmployees': 163000,
'fundFamily': None,
'fundInceptionDate': None,
'gmtOffSetMilliseconds': '-14400000',
'heldPercentInsiders': 0.014249999000000001,
'heldPercentInstitutions': 0.7409300000000001,
'industry': 'Software—Infrastructure',
'isEsgPopulated': False,
'lastCapGain': None,
'lastDividendValue': None,
'lastFiscalYearEnd': 1593475200,
'lastMarket': None,
'lastSplitDate': 1045526400,
'lastSplitFactor': '2:1',
'legalType': None,
'logo_url': 'https://logo.clearbit.com/microsoft.com',
'longBusinessSummary': 'Microsoft Corporation develops, licenses, and '
'supports software, services, devices, and solutions '
'worldwide. Its Productivity and Business Processes '
'segment offers Office, Exchange, SharePoint, '
'Microsoft Teams, Office 365 Security and Compliance, '
'and Skype for Business, as well as related Client '
'Access Licenses (CAL); Skype, Outlook.com, and '
'OneDrive; LinkedIn that includes Talent and marketing '
'solutions, and subscriptions; and Dynamics 365, a set '
'of cloud-based and on-premises business solutions for '
'small and medium businesses, large organizations, and '
'divisions of enterprises. Its Intelligent Cloud '
'segment licenses SQL and Windows Servers, Visual '
'Studio, System Center, and related CALs; GitHub that '
'provides a collaboration platform and code hosting '
'service for developers; and Azure, a cloud platform. '
'It also provides support services and Microsoft '
'consulting services to assist customers in '
'developing, deploying, and managing Microsoft server '
'and desktop solutions; and training and certification '
'to developers and IT professionals on various '
'Microsoft products. Its More Personal Computing '
'segment offers Windows OEM licensing and other '
'non-volume licensing of the Windows operating system; '
'Windows Commercial, such as volume licensing of the '
'Windows operating system, Windows cloud services, and '
'other Windows commercial offerings; patent licensing; '
'Windows Internet of Things; and MSN advertising. It '
'also provides Microsoft Surface, PC accessories, and '
'other devices; Gaming, including Xbox hardware, and '
'Xbox software and services; video games and '
'third-party video game royalties; and Search, '
'including Bing and Microsoft advertising. It sells '
'its products through distributors and resellers; and '
'directly through digital marketplaces, online stores, '
'and retail stores. It has strategic partnerships with '
'Humana Inc., Nokia, Telkomsel, Swiss Re, Kubota '
'Corporation, FedEx Corp., and Hitachi. The company '
'was founded in 1975 and is headquartered in Redmond, '
'Washington.',
'longName': 'Microsoft Corporation',
'market': 'us_market',
'marketCap': 1599952519168,
'maxAge': 1,
'maxSupply': None,
'messageBoardId': 'finmb_21835',
'morningStarOverallRating': None,
'morningStarRiskRating': None,
'mostRecentQuarter': 1593475200,
'navPrice': None,
'netIncomeToCommon': 44280999936,
'nextFiscalYearEnd': 1656547200,
'open': 214.17,
'openInterest': None,
'payoutRatio': 0.34550000000000003,
'pegRatio': 2.23,
'phone': '425-882-8080',
'previousClose': 216.54,
'priceHint': 2,
'priceToBook': 13.530653,
'priceToSalesTrailing12Months': 11.187305,
'profitMargins': 0.30962,
'quoteType': 'EQUITY',
'regularMarketDayHigh': 214.77,
'regularMarketDayLow': 210.31,
'regularMarketOpen': 214.17,
'regularMarketPreviousClose': 216.54,
'regularMarketPrice': 214.17,
'regularMarketVolume': 35978270,
'revenueQuarterlyGrowth': None,
'sector': 'Technology',
'sharesOutstanding': 7567649792,
'sharesPercentSharesOut': 0.0053,
'sharesShort': 39894144,
'sharesShortPreviousMonthDate': 1592179200,
'sharesShortPriorMonth': 42930465,
'shortName': 'Microsoft Corporation',
'shortPercentOfFloat': 0.0053,
'shortRatio': 1.19,
'startDate': None,
'state': 'WA',
'strikePrice': None,
'symbol': 'MSFT',
'threeYearAverageReturn': None,
'toCurrency': None,
'totalAssets': None,
'tradeable': False,
'trailingAnnualDividendRate': 2.04,
'trailingAnnualDividendYield': 0.009420892,
'trailingEps': 5.76,
'trailingPE': 36.70486,
'twoHundredDayAverage': 179.41402,
'volume': 35978270,
'volume24Hr': None,
'volumeAllCurrencies': None,
'website': 'http://www.microsoft.com',
'yield': None,
'ytdReturn': None,
'zip': '98052'}