README.md
In pieterprovoost/quantr: Fetch financials and stock market data.
quantr
R package for fetching financials and stock market data.
Installation
devtools::install_github("pieterprovoost/quantr")
Usage
See full documentation at https://pieterprovoost.github.io/quantr/.
Euronext tickers
euronext_tickers("XBRU")
# A tibble: 144 x 12
name isin symbol market currency open high low last last_datetime volume turnover
<chr> <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dttm> <dbl> <dbl>
1 AB INBEV BE0974… ABI Euronext… EUR 5.23e+1 52.9 5.22e+1 52.6 2021-02-12 17:35:00 1.17e6 6.18e7
2 ABO GRO… BE0974… ABO Euronext… EUR 3.80e+0 3.8 3.70e+0 3.7 2021-02-12 16:30:00 2.20e1 8.16e1
3 ACACIA … GB00BY… ACPH Euronext… EUR 3.11e+0 3.17 3.10e+0 3.15 2021-02-12 17:35:00 1.32e5 4.15e5
4 ACCENTIS BE0003… ACCB Euronext… EUR 4.95e-2 0.05 4.95e-2 0.05 2021-02-12 15:52:00 2.62e4 1.31e3
5 ACKERMA… BE0003… ACKB Euronext… EUR 1.30e+2 130 1.28e+2 129. 2021-02-12 17:35:00 1.83e4 2.36e6
6 ADVICEN… FR0013… ADVIC Euronext… EUR 1.27e+1 13.8 1.26e+1 13.7 2021-02-12 17:38:00 9.39e4 1.22e6
7 AEDIFICA BE0003… AED Euronext… EUR 1.01e+2 102 1.00e+2 100. 2021-02-12 17:35:00 3.09e4 3.10e6
8 AGEAS BE0974… AGS Euronext… EUR 4.56e+1 45.7 4.50e+1 45.4 2021-02-12 17:35:00 2.18e5 9.88e6
9 AGFA-GE… BE0003… AGFB Euronext… EUR 3.82e+0 3.82 3.78e+0 3.81 2021-02-12 17:35:00 5.73e4 2.18e5
10 AHOLD D… NL0011… AD Euronext… EUR 2.31e+1 23.6 2.31e+1 23.5 2021-02-12 17:37:00 4.38e6 1.03e8
# … with 134 more rows
Xetra tickers
xetra_tickers()
# A tibble: 3,073 x 9
name isin symbol mic mic_primary mic_reporting currency instrument_type market
<chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
1 FACC AG INH.AKT. AT00000FAC… 1FC XETR XWBO XETB EUR CS Xetra
2 RAIFFEISEN BK INTL INH. AT00006063… RAW XETR XWBO XETB EUR CS Xetra
3 PORR AG AT00006096… ABS2 XETR XWBO XETB EUR CS Xetra
4 LENZING AG AT00006445… LEN XETR XWBO XETB EUR CS Xetra
5 ERSTE GROUP BNK INH. O.N. AT00006520… EBO XETR XWBO XETB EUR CS Xetra
6 S IMMO AG AT00006522… T1L XETR XWBO XETB EUR CS Xetra
7 TELEKOM AUSTRIA AG AT00007200… TA1 XETR XWBO XETB EUR CS Xetra
8 ANDRITZ AG AT00007300… AZ2 XETR XWBO XETB EUR CS Xetra
9 OMV AG AT00007430… OMV XETR XWBO XETB EUR CS Xetra
10 VERBUND AG INH. A AT00007464… OEWA XETR XWBO XETB EUR CS Xetra
# … with 3,063 more rows
Nasdaq and NYSE tickers
nasdaq_tickers()
# A tibble: 3,735 x 10
symbol name last change volume market_cap country industry sector ipo_year
<chr> <chr> <dbl> <dbl> <chr> <dbl> <chr> <chr> <chr> <int>
1 AACG "ATA Creativity Glo… 5.72 0.1 1610099 1.79e 8 China Other Consumer … Consumer… NA
2 AACQ "Artius Acquisition… 11.3 0.01 1427755 1.02e 9 United S… Business Servic… Finance 2020
3 AACQU "Artius Acquisition… 12.1 0.16 134919 0. United S… Business Servic… Finance 2020
4 AACQW "Artius Acquisition… 2.5 -0.0416 300867 0. United S… Business Servic… Finance 2020
5 AAL "American Airlines … 17.3 0.28 274118… 1.07e10 United S… Air Freight/Del… Transpor… NA
6 AAME "Atlantic American … 5.71 0.45 2251125 1.17e 8 United S… Life Insurance Finance NA
7 AAOI "Applied Optoelectr… 12.2 -0.11 455336 2.81e 8 United S… Semiconductors Technolo… 2013
8 AAON "AAON Inc. Common S… 79.2 -0.15 126212 4.14e 9 United S… Industrial Mach… Capital … NA
9 AAPL "Apple Inc. Common … 135. 0.24 600273… 2.35e12 United S… Computer Manufa… Technolo… 1980
10 AAWW "Atlas Air Worldwid… 56.1 1.82 920836 1.54e 9 United S… Transportation … Transpor… NA
# … with 3,725 more rows
nyse_tickers()
# A tibble: 3,037 x 10
symbol name last change volume market_cap country industry sector ipo_year
<chr> <chr> <dbl> <dbl> <chr> <dbl> <chr> <chr> <chr> <int>
1 A "Agilent Technologies In… 128. 1.02 1277628 3.91e10 "United… "Biotechnology… "Capita… 1999
2 AA "Alcoa Corporation Commo… 21.7 0.27 3304816 4.03e 9 "" "Aluminum" "Basic … 2016
3 AAIC "Arlington Asset Investm… 3.89 0.17 243716 1.30e 8 "United… "Real Estate I… "Consum… NA
4 AAIC^B "Arlington Asset Investm… 22.4 0.15 500 NA "United… "" "" NA
5 AAIC^C "Arlington Asset Investm… 22.4 -0.07 2395 NA "United… "" "" NA
6 AAN "Aarons Holdings Company… 20.0 0.03 250189 6.75e 8 "United… "Diversified C… "Techno… 2020
7 AAP "Advance Auto Parts Inc … 153. -1.65 846631 1.04e10 "United… "Other Special… "Consum… NA
8 AAT "American Assets Trust I… 30.1 -0.22 414638 1.82e 9 "United… "Real Estate I… "Consum… 2011
9 AB "AllianceBernstein Holdi… 37.7 -1.04 596647 3.62e 9 "United… "Investment Ma… "Financ… NA
10 ABB "ABB Ltd Common Stock" 29.5 0.26 1050056 6.00e10 "Switze… "Electrical Pr… "Consum… NA
# … with 3,027 more rows
FTSE 350 tickers
ftse_350_tickers()
# A tibble: 350 × 2
name symbol
<chr> <chr>
1 3i III
2 Abrdn ABDN
3 Admiral Group ADM
4 Anglo American plc AAL
5 Antofagasta ANTO
6 Ashtead Group AHT
7 Associated British Foods ABF
8 AstraZeneca AZN
9 Auto Trader Group AUTO
10 Avast AVST
# … with 340 more rows
Yahoo Finance summary data
yahoo_summary(c("AAPL", "MSFT", "AMZN"))
# A tibble: 3 x 131
priceHint previousClose open dayLow dayHigh regularMarketPr… regularMarketOp… regularMarketDa…
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2 135. 134. 134. 136. 135. 134. 134.
2 2 244. 244. 243. 245. 244. 244. 243.
3 2 3262. 3250 3233. 3280. 3262. 3250 3233.
# … with 123 more variables: regularMarketDayHigh <dbl>, dividendRate <dbl>, dividendYield <dbl>,
# exDividendDate <int>, payoutRatio <dbl>, fiveYearAvgDividendYield <dbl>, beta <dbl>, trailingPE <dbl>,
# forwardPE <dbl>, volume <int>, regularMarketVolume <int>, averageVolume <int>, averageVolume10days <int>,
# averageDailyVolume10Day <int>, bid <dbl>, ask <dbl>, bidSize <int>, askSize <int>, marketCap <dbl>,
# fiftyTwoWeekLow <dbl>, fiftyTwoWeekHigh <dbl>, priceToSalesTrailing12Months <dbl>, fiftyDayAverage <dbl>,
# twoHundredDayAverage <dbl>, trailingAnnualDividendRate <dbl>, trailingAnnualDividendYield <dbl>,
# currency <chr>, fromCurrency <lgl>, toCurrency <lgl>, lastMarket <lgl>, algorithm <lgl>, tradeable <lgl>,
# enterpriseValue <dbl>, profitMargins <dbl>, floatShares <dbl>, sharesOutstanding <dbl>, sharesShort <int>,
# sharesShortPriorMonth <int>, sharesShortPreviousMonthDate <int>, dateShortInterest <int>,
# sharesPercentSharesOut <dbl>, heldPercentInsiders <dbl>, heldPercentInstitutions <dbl>, shortRatio <dbl>,
# shortPercentOfFloat <dbl>, category <lgl>, bookValue <dbl>, priceToBook <dbl>, fundFamily <lgl>,
# legalType <lgl>, lastFiscalYearEnd <int>, nextFiscalYearEnd <int>, mostRecentQuarter <int>,
# earningsQuarterlyGrowth <dbl>, netIncomeToCommon <dbl>, trailingEps <dbl>, forwardEps <dbl>,
# pegRatio <dbl>, lastSplitFactor <chr>, lastSplitDate <int>, enterpriseToRevenue <dbl>,
# enterpriseToEbitda <dbl>, `52WeekChange` <dbl>, SandP52WeekChange <dbl>, lastDividendValue <dbl>,
# lastDividendDate <int>, exchange <chr>, quoteType <chr>, symbol <chr>, underlyingSymbol <chr>,
# shortName <chr>, longName <chr>, firstTradeDateEpochUtc <int>, timeZoneFullName <chr>,
# timeZoneShortName <chr>, uuid <chr>, messageBoardId <chr>, gmtOffSetMilliseconds <int>,
# preMarketSource <chr>, postMarketChangePercent <dbl>, postMarketChange <dbl>, postMarketTime <int>,
# postMarketPrice <dbl>, postMarketSource <chr>, regularMarketChangePercent <dbl>,
# regularMarketChange <dbl>, regularMarketTime <int>, regularMarketPrice <dbl>,
# averageDailyVolume3Month <int>, regularMarketSource <chr>, exchangeName <chr>,
# exchangeDataDelayedBy <int>, marketState <chr>, quoteSourceName <chr>, currencySymbol <chr>,
# currentPrice <dbl>, targetHighPrice <dbl>, targetLowPrice <dbl>, targetMeanPrice <dbl>,
# targetMedianPrice <dbl>, …
Yahoo Finance financials (income statement, balance sheet, cash flow)
yahoo_financials(c("AAPL", "MSFT"))
# A tibble: 8 x 62
endDate netIncome depreciation changeToNetinco… changeToAccount… changeToLiabili…
<dttm> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2020-09-26 02:00:00 5.74e10 11056000000 6517000000 6917000000 -1981000000
2 2019-09-28 02:00:00 5.53e10 12547000000 5076000000 245000000 -2548000000
3 2018-09-29 02:00:00 5.95e10 10903000000 -27694000000 -5322000000 9172000000
4 2017-09-30 02:00:00 4.84e10 10157000000 10640000000 -2093000000 8373000000
5 2020-06-30 02:00:00 4.43e10 12300000000 5577000000 -2577000000 5230000000
6 2019-06-30 02:00:00 3.92e10 11600000000 -2521000000 -2812000000 4694000000
7 2018-06-30 02:00:00 1.66e10 9900000000 -3054000000 -3862000000 7070000000
8 2017-06-30 02:00:00 2.55e10 7800000000 1342000000 -1216000000 3901000000
# … with 56 more variables: changeToInventory <dbl>, changeToOperatingActivities <dbl>,
# totalCashFromOperatingActivities <dbl>, capitalExpenditures <dbl>, investments <dbl>,
# otherCashflowsFromInvestingActivities <int>, totalCashflowsFromInvestingActivities <dbl>,
# dividendsPaid <dbl>, netBorrowings <dbl>, otherCashflowsFromFinancingActivities <dbl>,
# totalCashFromFinancingActivities <dbl>, changeInCash <dbl>, repurchaseOfStock <dbl>,
# issuanceOfStock <int>, cash <dbl>, shortTermInvestments <dbl>, netReceivables <dbl>, inventory <dbl>,
# otherCurrentAssets <dbl>, totalCurrentAssets <dbl>, longTermInvestments <dbl>,
# propertyPlantEquipment <dbl>, otherAssets <dbl>, totalAssets <dbl>, accountsPayable <dbl>,
# shortLongTermDebt <dbl>, otherCurrentLiab <dbl>, longTermDebt <dbl>, otherLiab <dbl>,
# totalCurrentLiabilities <dbl>, totalLiab <dbl>, commonStock <dbl>, retainedEarnings <dbl>,
# treasuryStock <dbl>, otherStockholderEquity <dbl>, totalStockholderEquity <dbl>, netTangibleAssets <dbl>,
# totalRevenue <dbl>, costOfRevenue <dbl>, grossProfit <dbl>, researchDevelopment <dbl>,
# sellingGeneralAdministrative <dbl>, totalOperatingExpenses <dbl>, operatingIncome <dbl>,
# totalOtherIncomeExpenseNet <dbl>, ebit <dbl>, interestExpense <dbl>, incomeBeforeTax <dbl>,
# incomeTaxExpense <dbl>, netIncomeFromContinuingOps <dbl>, netIncomeApplicableToCommonShares <dbl>,
# symbol <chr>, effectOfExchangeRate <int>, goodWill <dbl>, intangibleAssets <dbl>,
# deferredLongTermAssetCharges <dbl>
Yahoo Finance financials from web (EPS, outstanding shares)
yahoo_financials_web("BBY")
# A tibble: 4 × 5
endDate basicEps dilutedEps basicAverageShares dilutedAverageShares
<dttm> <dbl> <dbl> <dbl> <dbl>
1 2021-01-31 00:00:00 6.93 6.84 259600 263000
2 2020-01-31 00:00:00 5.82 5.75 264900 268100
3 2019-01-31 00:00:00 5.3 5.2 276400 281400
4 2018-01-31 00:00:00 3.33 3.26 300400 307100
Yahoo Finance historical prices
yahoo_history("MSFT", "1wk", 60)
# A tibble: 10 x 7
date open high low close adjusted_close volume
<chr> <dbl> <dbl> <dbl> <dbl> <dbl> <int>
1 2020-12-21 218. 226. 217. 223. 222. 89044300
2 2020-12-28 224. 227. 220. 222. 222. 76551100
3 2021-01-04 223. 223 212. 220. 219. 147534500
4 2021-01-11 218. 219. 212. 213. 212. 127610700
5 2021-01-18 214. 230. 213. 226. 225. 129180500
6 2021-01-25 229. 243. 224. 232. 231. 243772400
7 2021-02-01 235. 245. 232. 242. 242. 129728600
8 2021-02-08 243. 246. 241. 245. 244. 100257800
9 2021-02-15 245. 246. 241. 244. 244. 48361700
10 2021-02-18 242. 244. 241. 244. 244. 16310640
Search Yahoo Finance
yahoo_search("COLR")
# A tibble: 7 × 10
exchange shortname quoteType symbol index score typeDisp longname exchDisp isYahooFinance
<chr> <chr> <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <lgl>
1 BRU COLRUYT EQUITY COLR.BR quot… 20426 Equity Etn. Fr. C… Brussels Stock … TRUE
2 BER COLRUYT EQUITY EFC1.BE quot… 20028 Equity NA Berlin TRUE
3 VIE COLRUYT EQUITY COLR.VI quot… 20002 Equity Etn. Fr. C… Vienna TRUE
4 PNK COLRUYT SA UNSP … EQUITY CUYTY quot… 20002 Equity Etn. Fr. C… OTC Markets TRUE
5 STU tablissements Fr… EQUITY EFC1.SG quot… 20001 Equity NA Stuttgart TRUE
6 DUS COLRUYT EQUITY EFC1.DU quot… 20001 Equity NA Dusseldorf Stoc… TRUE
7 IOB ETABLISSEMENTEN … EQUITY 0N4Y.IL quot… 20001 Equity Etn. Fr. C… International O… TRUE
yahoo_search("BE0974256852")
# A tibble: 1 × 10
exchange shortname quoteType symbol index score typeDisp longname exchDisp isYahooFinance
<chr> <chr> <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <lgl> 1 BRU COLRUYT EQUITY COLR.BR quotes 20426 Equity Etn. Fr. Colruyt NV Brussels Stock… TRUE
pieterprovoost/quantr documentation built on April 16, 2023, 12:50 p.m.
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quantr
R package for fetching financials and stock market data.
Installation
devtools::install_github("pieterprovoost/quantr")
Usage
See full documentation at https://pieterprovoost.github.io/quantr/.
Euronext tickers
euronext_tickers("XBRU")
# A tibble: 144 x 12
name isin symbol market currency open high low last last_datetime volume turnover
<chr> <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dttm> <dbl> <dbl>
1 AB INBEV BE0974… ABI Euronext… EUR 5.23e+1 52.9 5.22e+1 52.6 2021-02-12 17:35:00 1.17e6 6.18e7
2 ABO GRO… BE0974… ABO Euronext… EUR 3.80e+0 3.8 3.70e+0 3.7 2021-02-12 16:30:00 2.20e1 8.16e1
3 ACACIA … GB00BY… ACPH Euronext… EUR 3.11e+0 3.17 3.10e+0 3.15 2021-02-12 17:35:00 1.32e5 4.15e5
4 ACCENTIS BE0003… ACCB Euronext… EUR 4.95e-2 0.05 4.95e-2 0.05 2021-02-12 15:52:00 2.62e4 1.31e3
5 ACKERMA… BE0003… ACKB Euronext… EUR 1.30e+2 130 1.28e+2 129. 2021-02-12 17:35:00 1.83e4 2.36e6
6 ADVICEN… FR0013… ADVIC Euronext… EUR 1.27e+1 13.8 1.26e+1 13.7 2021-02-12 17:38:00 9.39e4 1.22e6
7 AEDIFICA BE0003… AED Euronext… EUR 1.01e+2 102 1.00e+2 100. 2021-02-12 17:35:00 3.09e4 3.10e6
8 AGEAS BE0974… AGS Euronext… EUR 4.56e+1 45.7 4.50e+1 45.4 2021-02-12 17:35:00 2.18e5 9.88e6
9 AGFA-GE… BE0003… AGFB Euronext… EUR 3.82e+0 3.82 3.78e+0 3.81 2021-02-12 17:35:00 5.73e4 2.18e5
10 AHOLD D… NL0011… AD Euronext… EUR 2.31e+1 23.6 2.31e+1 23.5 2021-02-12 17:37:00 4.38e6 1.03e8
# … with 134 more rows
Xetra tickers
xetra_tickers()
# A tibble: 3,073 x 9
name isin symbol mic mic_primary mic_reporting currency instrument_type market
<chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
1 FACC AG INH.AKT. AT00000FAC… 1FC XETR XWBO XETB EUR CS Xetra
2 RAIFFEISEN BK INTL INH. AT00006063… RAW XETR XWBO XETB EUR CS Xetra
3 PORR AG AT00006096… ABS2 XETR XWBO XETB EUR CS Xetra
4 LENZING AG AT00006445… LEN XETR XWBO XETB EUR CS Xetra
5 ERSTE GROUP BNK INH. O.N. AT00006520… EBO XETR XWBO XETB EUR CS Xetra
6 S IMMO AG AT00006522… T1L XETR XWBO XETB EUR CS Xetra
7 TELEKOM AUSTRIA AG AT00007200… TA1 XETR XWBO XETB EUR CS Xetra
8 ANDRITZ AG AT00007300… AZ2 XETR XWBO XETB EUR CS Xetra
9 OMV AG AT00007430… OMV XETR XWBO XETB EUR CS Xetra
10 VERBUND AG INH. A AT00007464… OEWA XETR XWBO XETB EUR CS Xetra
# … with 3,063 more rows
Nasdaq and NYSE tickers
nasdaq_tickers()
# A tibble: 3,735 x 10
symbol name last change volume market_cap country industry sector ipo_year
<chr> <chr> <dbl> <dbl> <chr> <dbl> <chr> <chr> <chr> <int>
1 AACG "ATA Creativity Glo… 5.72 0.1 1610099 1.79e 8 China Other Consumer … Consumer… NA
2 AACQ "Artius Acquisition… 11.3 0.01 1427755 1.02e 9 United S… Business Servic… Finance 2020
3 AACQU "Artius Acquisition… 12.1 0.16 134919 0. United S… Business Servic… Finance 2020
4 AACQW "Artius Acquisition… 2.5 -0.0416 300867 0. United S… Business Servic… Finance 2020
5 AAL "American Airlines … 17.3 0.28 274118… 1.07e10 United S… Air Freight/Del… Transpor… NA
6 AAME "Atlantic American … 5.71 0.45 2251125 1.17e 8 United S… Life Insurance Finance NA
7 AAOI "Applied Optoelectr… 12.2 -0.11 455336 2.81e 8 United S… Semiconductors Technolo… 2013
8 AAON "AAON Inc. Common S… 79.2 -0.15 126212 4.14e 9 United S… Industrial Mach… Capital … NA
9 AAPL "Apple Inc. Common … 135. 0.24 600273… 2.35e12 United S… Computer Manufa… Technolo… 1980
10 AAWW "Atlas Air Worldwid… 56.1 1.82 920836 1.54e 9 United S… Transportation … Transpor… NA
# … with 3,725 more rows
nyse_tickers()
# A tibble: 3,037 x 10
symbol name last change volume market_cap country industry sector ipo_year
<chr> <chr> <dbl> <dbl> <chr> <dbl> <chr> <chr> <chr> <int>
1 A "Agilent Technologies In… 128. 1.02 1277628 3.91e10 "United… "Biotechnology… "Capita… 1999
2 AA "Alcoa Corporation Commo… 21.7 0.27 3304816 4.03e 9 "" "Aluminum" "Basic … 2016
3 AAIC "Arlington Asset Investm… 3.89 0.17 243716 1.30e 8 "United… "Real Estate I… "Consum… NA
4 AAIC^B "Arlington Asset Investm… 22.4 0.15 500 NA "United… "" "" NA
5 AAIC^C "Arlington Asset Investm… 22.4 -0.07 2395 NA "United… "" "" NA
6 AAN "Aarons Holdings Company… 20.0 0.03 250189 6.75e 8 "United… "Diversified C… "Techno… 2020
7 AAP "Advance Auto Parts Inc … 153. -1.65 846631 1.04e10 "United… "Other Special… "Consum… NA
8 AAT "American Assets Trust I… 30.1 -0.22 414638 1.82e 9 "United… "Real Estate I… "Consum… 2011
9 AB "AllianceBernstein Holdi… 37.7 -1.04 596647 3.62e 9 "United… "Investment Ma… "Financ… NA
10 ABB "ABB Ltd Common Stock" 29.5 0.26 1050056 6.00e10 "Switze… "Electrical Pr… "Consum… NA
# … with 3,027 more rows
FTSE 350 tickers
ftse_350_tickers()
# A tibble: 350 × 2
name symbol
<chr> <chr>
1 3i III
2 Abrdn ABDN
3 Admiral Group ADM
4 Anglo American plc AAL
5 Antofagasta ANTO
6 Ashtead Group AHT
7 Associated British Foods ABF
8 AstraZeneca AZN
9 Auto Trader Group AUTO
10 Avast AVST
# … with 340 more rows
Yahoo Finance summary data
yahoo_summary(c("AAPL", "MSFT", "AMZN"))
# A tibble: 3 x 131
priceHint previousClose open dayLow dayHigh regularMarketPr… regularMarketOp… regularMarketDa…
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2 135. 134. 134. 136. 135. 134. 134.
2 2 244. 244. 243. 245. 244. 244. 243.
3 2 3262. 3250 3233. 3280. 3262. 3250 3233.
# … with 123 more variables: regularMarketDayHigh <dbl>, dividendRate <dbl>, dividendYield <dbl>,
# exDividendDate <int>, payoutRatio <dbl>, fiveYearAvgDividendYield <dbl>, beta <dbl>, trailingPE <dbl>,
# forwardPE <dbl>, volume <int>, regularMarketVolume <int>, averageVolume <int>, averageVolume10days <int>,
# averageDailyVolume10Day <int>, bid <dbl>, ask <dbl>, bidSize <int>, askSize <int>, marketCap <dbl>,
# fiftyTwoWeekLow <dbl>, fiftyTwoWeekHigh <dbl>, priceToSalesTrailing12Months <dbl>, fiftyDayAverage <dbl>,
# twoHundredDayAverage <dbl>, trailingAnnualDividendRate <dbl>, trailingAnnualDividendYield <dbl>,
# currency <chr>, fromCurrency <lgl>, toCurrency <lgl>, lastMarket <lgl>, algorithm <lgl>, tradeable <lgl>,
# enterpriseValue <dbl>, profitMargins <dbl>, floatShares <dbl>, sharesOutstanding <dbl>, sharesShort <int>,
# sharesShortPriorMonth <int>, sharesShortPreviousMonthDate <int>, dateShortInterest <int>,
# sharesPercentSharesOut <dbl>, heldPercentInsiders <dbl>, heldPercentInstitutions <dbl>, shortRatio <dbl>,
# shortPercentOfFloat <dbl>, category <lgl>, bookValue <dbl>, priceToBook <dbl>, fundFamily <lgl>,
# legalType <lgl>, lastFiscalYearEnd <int>, nextFiscalYearEnd <int>, mostRecentQuarter <int>,
# earningsQuarterlyGrowth <dbl>, netIncomeToCommon <dbl>, trailingEps <dbl>, forwardEps <dbl>,
# pegRatio <dbl>, lastSplitFactor <chr>, lastSplitDate <int>, enterpriseToRevenue <dbl>,
# enterpriseToEbitda <dbl>, `52WeekChange` <dbl>, SandP52WeekChange <dbl>, lastDividendValue <dbl>,
# lastDividendDate <int>, exchange <chr>, quoteType <chr>, symbol <chr>, underlyingSymbol <chr>,
# shortName <chr>, longName <chr>, firstTradeDateEpochUtc <int>, timeZoneFullName <chr>,
# timeZoneShortName <chr>, uuid <chr>, messageBoardId <chr>, gmtOffSetMilliseconds <int>,
# preMarketSource <chr>, postMarketChangePercent <dbl>, postMarketChange <dbl>, postMarketTime <int>,
# postMarketPrice <dbl>, postMarketSource <chr>, regularMarketChangePercent <dbl>,
# regularMarketChange <dbl>, regularMarketTime <int>, regularMarketPrice <dbl>,
# averageDailyVolume3Month <int>, regularMarketSource <chr>, exchangeName <chr>,
# exchangeDataDelayedBy <int>, marketState <chr>, quoteSourceName <chr>, currencySymbol <chr>,
# currentPrice <dbl>, targetHighPrice <dbl>, targetLowPrice <dbl>, targetMeanPrice <dbl>,
# targetMedianPrice <dbl>, …
Yahoo Finance financials (income statement, balance sheet, cash flow)
yahoo_financials(c("AAPL", "MSFT"))
# A tibble: 8 x 62
endDate netIncome depreciation changeToNetinco… changeToAccount… changeToLiabili…
<dttm> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2020-09-26 02:00:00 5.74e10 11056000000 6517000000 6917000000 -1981000000
2 2019-09-28 02:00:00 5.53e10 12547000000 5076000000 245000000 -2548000000
3 2018-09-29 02:00:00 5.95e10 10903000000 -27694000000 -5322000000 9172000000
4 2017-09-30 02:00:00 4.84e10 10157000000 10640000000 -2093000000 8373000000
5 2020-06-30 02:00:00 4.43e10 12300000000 5577000000 -2577000000 5230000000
6 2019-06-30 02:00:00 3.92e10 11600000000 -2521000000 -2812000000 4694000000
7 2018-06-30 02:00:00 1.66e10 9900000000 -3054000000 -3862000000 7070000000
8 2017-06-30 02:00:00 2.55e10 7800000000 1342000000 -1216000000 3901000000
# … with 56 more variables: changeToInventory <dbl>, changeToOperatingActivities <dbl>,
# totalCashFromOperatingActivities <dbl>, capitalExpenditures <dbl>, investments <dbl>,
# otherCashflowsFromInvestingActivities <int>, totalCashflowsFromInvestingActivities <dbl>,
# dividendsPaid <dbl>, netBorrowings <dbl>, otherCashflowsFromFinancingActivities <dbl>,
# totalCashFromFinancingActivities <dbl>, changeInCash <dbl>, repurchaseOfStock <dbl>,
# issuanceOfStock <int>, cash <dbl>, shortTermInvestments <dbl>, netReceivables <dbl>, inventory <dbl>,
# otherCurrentAssets <dbl>, totalCurrentAssets <dbl>, longTermInvestments <dbl>,
# propertyPlantEquipment <dbl>, otherAssets <dbl>, totalAssets <dbl>, accountsPayable <dbl>,
# shortLongTermDebt <dbl>, otherCurrentLiab <dbl>, longTermDebt <dbl>, otherLiab <dbl>,
# totalCurrentLiabilities <dbl>, totalLiab <dbl>, commonStock <dbl>, retainedEarnings <dbl>,
# treasuryStock <dbl>, otherStockholderEquity <dbl>, totalStockholderEquity <dbl>, netTangibleAssets <dbl>,
# totalRevenue <dbl>, costOfRevenue <dbl>, grossProfit <dbl>, researchDevelopment <dbl>,
# sellingGeneralAdministrative <dbl>, totalOperatingExpenses <dbl>, operatingIncome <dbl>,
# totalOtherIncomeExpenseNet <dbl>, ebit <dbl>, interestExpense <dbl>, incomeBeforeTax <dbl>,
# incomeTaxExpense <dbl>, netIncomeFromContinuingOps <dbl>, netIncomeApplicableToCommonShares <dbl>,
# symbol <chr>, effectOfExchangeRate <int>, goodWill <dbl>, intangibleAssets <dbl>,
# deferredLongTermAssetCharges <dbl>
Yahoo Finance financials from web (EPS, outstanding shares)
yahoo_financials_web("BBY")
# A tibble: 4 × 5
endDate basicEps dilutedEps basicAverageShares dilutedAverageShares
<dttm> <dbl> <dbl> <dbl> <dbl>
1 2021-01-31 00:00:00 6.93 6.84 259600 263000
2 2020-01-31 00:00:00 5.82 5.75 264900 268100
3 2019-01-31 00:00:00 5.3 5.2 276400 281400
4 2018-01-31 00:00:00 3.33 3.26 300400 307100
Yahoo Finance historical prices
yahoo_history("MSFT", "1wk", 60)
# A tibble: 10 x 7
date open high low close adjusted_close volume
<chr> <dbl> <dbl> <dbl> <dbl> <dbl> <int>
1 2020-12-21 218. 226. 217. 223. 222. 89044300
2 2020-12-28 224. 227. 220. 222. 222. 76551100
3 2021-01-04 223. 223 212. 220. 219. 147534500
4 2021-01-11 218. 219. 212. 213. 212. 127610700
5 2021-01-18 214. 230. 213. 226. 225. 129180500
6 2021-01-25 229. 243. 224. 232. 231. 243772400
7 2021-02-01 235. 245. 232. 242. 242. 129728600
8 2021-02-08 243. 246. 241. 245. 244. 100257800
9 2021-02-15 245. 246. 241. 244. 244. 48361700
10 2021-02-18 242. 244. 241. 244. 244. 16310640
Search Yahoo Finance
yahoo_search("COLR")
# A tibble: 7 × 10
exchange shortname quoteType symbol index score typeDisp longname exchDisp isYahooFinance
<chr> <chr> <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <lgl>
1 BRU COLRUYT EQUITY COLR.BR quot… 20426 Equity Etn. Fr. C… Brussels Stock … TRUE
2 BER COLRUYT EQUITY EFC1.BE quot… 20028 Equity NA Berlin TRUE
3 VIE COLRUYT EQUITY COLR.VI quot… 20002 Equity Etn. Fr. C… Vienna TRUE
4 PNK COLRUYT SA UNSP … EQUITY CUYTY quot… 20002 Equity Etn. Fr. C… OTC Markets TRUE
5 STU tablissements Fr… EQUITY EFC1.SG quot… 20001 Equity NA Stuttgart TRUE
6 DUS COLRUYT EQUITY EFC1.DU quot… 20001 Equity NA Dusseldorf Stoc… TRUE
7 IOB ETABLISSEMENTEN … EQUITY 0N4Y.IL quot… 20001 Equity Etn. Fr. C… International O… TRUE
yahoo_search("BE0974256852")
# A tibble: 1 × 10
exchange shortname quoteType symbol index score typeDisp longname exchDisp isYahooFinance
<chr> <chr> <chr> <chr> <chr> <dbl> <chr> <chr> <chr> <lgl> 1 BRU COLRUYT EQUITY COLR.BR quotes 20426 Equity Etn. Fr. Colruyt NV Brussels Stock… TRUE
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