Is there a faster way to run the following code: (checks if a value in the df.index
is in multiple lists, and if so it appends a string to one list and the index to another list)
truth = []
t_ind = []
for ind in df.index.values:
if ind in t4:
truth.append('a')
t_ind.append(ind)
elif ind in t8:
truth.append('b')
t_ind.append(ind)
elif ind in nk:
truth.append('c')
t_ind.append(ind)
elif ind in mono:
truth.append('d')
t_ind.append(ind)
elif ind in b:
truth.append('e')
t_ind.append(ind)
else:
truth.append('Other')
t_ind.append(ind)
where t4, t8, mono, nk
and b
are seperate lists with index values (int)
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