How could it be that a such importat data point is missing before 2010?
from quantopian.pipeline import Pipeline
from quantopian.research import run_pipeline
from quantopian.pipeline.data import Fundamentals
import pandas as pd
from quantopian.pipeline.filters import StaticAssets
def make_pipeline():
return Pipeline(
columns={
'name': Fundamentals.standard_name.latest,
'total_liabilities': Fundamentals.total_liabilities.latest
},
screen= StaticAssets(symbols(['MSFT', 'ORCL', 'F', 'AAPL', 'IBM']))
)
my_pipe = make_pipeline()
date = '2009-04-01'
result = run_pipeline(my_pipe, date, date)
result
and the result is:
2009-04-01 00:00:00+00:00
name total_liabilities
Equity(24 [AAPL]) Apple Inc NaN
Equity(2673 [F]) Ford Motor Co NaN
Equity(3766 [IBM]) International Business Machines Corp NaN
Equity(5061 [MSFT]) Microsoft Corp NaN
Equity(5692 [ORCL]) Oracle Corporation NaN
total_liabilities was even removed from the help page: https://www.quantopian.com/help/fundamentals
It is a data error, or have I missed something?
Please let me know what happened, thank!