stocks splitting api google or yahoo

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鱼传尺愫
鱼传尺愫 2021-01-31 12:38

I am looking for a way to get stock splitting information. Using the yahoo stock API I can get all types of info on any symbol but I don\'t think I can get the split ratio or ev

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  • 2021-01-31 13:26

    You can do it easily in python 3 with the help of the pandas datareader package. Starting defining a function which will return the split history as a dataframe:

    def split_history(stock, date_start, date_end, limit_denominator=1000):
        from decimal import Decimal
        from fractions import Fraction
        from pandas_datareader import data as web
        df = web.DataReader(stock, data_source='yahoo-actions', start=date_start, end=date_end)
        is_split = df['action']=='SPLIT'
        df = df[is_split]
        ratios = []
        for index, row in df.iterrows():
            # Taking the inverse of the row['value'] as it is Yahoo finance convention
            ratio = Fraction(1/Decimal(row['value'])).limit_denominator(limit_denominator)
            ratios.append("{num} for {denom}".\
                                format(num=ratio.numerator, denom=ratio.denominator))
        df['ratio'] = ratios
        return df
    

    Now we can get the splits of Microsoft ('MSFT') as an example:

    stock = 'MSFT'
    date_start = '1987-01-01'
    date_end = '2020-07-22'
    split_history(stock, date_start, date_end)
    
                action  value       ratio
    2003-02-18  SPLIT   0.500000    2 for 1
    1999-03-29  SPLIT   0.500000    2 for 1
    1998-02-23  SPLIT   0.500000    2 for 1
    1996-12-09  SPLIT   0.500000    2 for 1
    1994-05-23  SPLIT   0.500000    2 for 1
    1992-06-15  SPLIT   0.666667    3 for 2
    1991-06-27  SPLIT   0.666667    3 for 2
    1990-04-16  SPLIT   0.500000    2 for 1
    1987-09-21  SPLIT   0.500000    2 for 1
    

    It handles also properly the reverse stock splits:

    stock = 'PHM.MC'
    split_history(stock, date_start, date_end)
    
                    action  value   ratio
     2020-07-22     SPLIT   12.0    1 for 12
    

    ps: probably there are better ways to input the dates. ps2: also, the limit_denominator is there to avoid wrong roundings. You can extend it in rare split ratio cases.

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  • 2021-01-31 13:39

    This is how the quantmod R package does it. The split information is in the "Dividend Only" CSV:
    http://ichart.finance.yahoo.com/x?s=IBM&a=00&b=2&c=1962&d=04&e=25&f=2011&g=v&y=0&z=30000

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