im trying to predict stock market movement but in the start i'm stuck in this error: "TypeError: string indices must be integers"
the code that i have problem with is:
import pandas_datareader as web
df = web.DataReader('AAPL', data_source='yahoo', start='2012-01-01', end='2019-12-17')
TypeError: string indices must be integers
The YahooDailyReader seems to be broken from pandas_datareader. However, you can use yfinance module directly:
import yfinance as yf
df = yf.download('AAPL', start='2012-01-01', end='2019-12-17')
Output:
>>> df
Open High Low Close Adj Close Volume
Date
2012-01-03 14.621429 14.732143 14.607143 14.686786 12.500194 302220800
2012-01-04 14.642857 14.810000 14.617143 14.765714 12.567368 260022000
2012-01-05 14.819643 14.948214 14.738214 14.929643 12.706892 271269600
2012-01-06 14.991786 15.098214 14.972143 15.085714 12.839728 318292800
2012-01-09 15.196429 15.276786 15.048214 15.061786 12.819361 394024400
... ... ... ... ... ... ...
2019-12-10 67.150002 67.517502 66.464996 67.120003 65.655716 90420400
2019-12-11 67.202499 67.775002 67.125000 67.692497 66.215721 78756800
2019-12-12 66.945000 68.139999 66.830002 67.864998 66.384460 137310400
2019-12-13 67.864998 68.824997 67.732498 68.787498 67.286835 133587600
2019-12-16 69.250000 70.197502 69.245003 69.964996 68.438629 128186000
[2002 rows x 6 columns]