Cumulative sum of quarterly data, reset if fiscal year changed.
Is it possible to have a Eikon formula with (cumulative) sum of a quarterly data item (such as TR.TotalRevenue) which reset every time fiscal year has changed?
For example:
At Q1 of 2015, expects TR_1FQ2015.
At Q2 of 2015, expects TR_1FQ2015+TR_2FQ2015
... and so on to Q4
Then again,
At Q1 of 2016, expects TR_1FQ2016.
Or should I be better off calculate them manually?
Thank you.
0
Best Answer
-
I don't think you can make a request and for it to come back in that form. However this is doable with pandas.
# Request data for TRI.TO for the last 12 financial peiods (Quarterly)
df=ek.get_data('tri.to',['tr.revenue','tr.revenue.date','tr.revenue.fperiod'],parameters={'SDate':'0','EDate':'-11','Period':'FQ0','Frq':'FQ'},field_name=True)[0]
# We get the stamp of the financial Year (you could do this on smarter ways - but leveraging just the existing strings).
df['period']=df['TR.REVENUE.fperiod'].apply(lambda x:x[:6])
# delete some unnecessary data
del df['Instrument']
del df['TR.REVENUE.fperiod']
# reindexing by financial quarters
df=df.set_index('TR.REVENUE.DATE')
df.index=pd.to_datetime(df.index)
df=df.sort_index()
#doing the rolling cumulative sum
df.groupby('period').cumsum()And that should give you the cummulative sum quarter by quarter within each Financial Year.
0
Answers
-
Will try that. Thank you!
0
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