I am trying to create a for loop that iterates through a pandas Series, ageNew, that fills a list, label , based on the contents of the pandas Series.
This is the code that I have which outputs errors:
In:
for i in ageNew.items():
if ageNew[i] <= 100:
val = 0
else:
val = 1
label.append(val)
Out:
KeyError: (0, 218)
use vector operations instead of loops for efficiency and brevity
label = (age_new > 100).astype(int).tolist()
(age_new.values > 100).astype(int).tolist()
((age_new <= 42) && (age_new > 7)).astype(int).tolist()
and operator & instead of &&. && is not a valid python operator. Similarly, the bit-wise or operator is | and not ||when you use item() you need to pass two arguments in for statment example:
for k,v in dct.items():
print(k, v)
You can use .values instead of .items() to get just the value:
for v in dct.values:
if v <= 100:
...
KeyError: 218
if i <= 100 ?
values is not a function of a pandas Series. This is not a dictionary.
for k,v in age_new.items()don't use camalCase.valuesinstead of.items():for i in ageNew.values: