Things used to work great until several days ago. Now when I run the following:
from pandas_datareader import data
symbol = 'AMZN'
data_source='google'
start_date = '2010-01-01'
end_date = '2016-01-01'
df = data.DataReader(symbol, data_source, start_date, end_date)
I get only the most recent data of ONE year shown below, as if the start_data and end_data did not seem to matter. Change them to different dates yielded the same results below. Does anyone know why?
Results:
df.head()
Open High Low Close Volume
Date
2016-09-21 129.13 130.00 128.39 129.94 14068336
2016-09-22 130.50 130.73 129.56 130.08 15538307
2016-09-23 127.56 128.60 127.30 127.96 28326266
2016-09-26 127.37 128.16 126.80 127.31 15064940
2016-09-27 127.61 129.01 127.43 128.69 15637111
Use fix-yahoo-finance
and then use yahoo
rather than Google as your source. It looks like Google has been locking down a lot of its data lately.
First you'll need to install fix-yahoo-finance
. Just use pip install fix-yahoo-finance
.
Then use get_data_yahoo
:
from pandas_datareader import data
import fix_yahoo_finance as yf
yf.pdr_override()
symbol = 'AMZN'
data_source='google'
start_date = '2010-01-01'
end_date = '2016-01-01'
df = data.get_data_yahoo(symbol, start_date, end_date)
df.head()
Open High Low Close Adj Close Volume
Date
2010-01-04 136.25000 136.61000 133.14000 133.89999 133.89999 7599900
2010-01-05 133.42999 135.48000 131.81000 134.69000 134.69000 8851900
2010-01-06 134.60001 134.73000 131.64999 132.25000 132.25000 7178800
2010-01-07 132.01000 132.32001 128.80000 130.00000 130.00000 11030200
2010-01-08 130.56000 133.67999 129.03000 133.52000 133.52000 9830500