I have a 20 x 4000 dataframe in Python using pandas. Two of these columns are named Year
and quarter
. I\'d like to create a variable called p
def madd(x):
"""Performs element-wise string concatenation with multiple input arrays.
Args:
x: iterable of np.array.
Returns: np.array.
"""
for i, arr in enumerate(x):
if type(arr.item(0)) is not str:
x[i] = x[i].astype(str)
return reduce(np.core.defchararray.add, x)
For example:
data = list(zip([2000]*4, ['q1', 'q2', 'q3', 'q4']))
df = pd.DataFrame(data=data, columns=['Year', 'quarter'])
df['period'] = madd([df[col].values for col in ['Year', 'quarter']])
df
Year quarter period
0 2000 q1 2000q1
1 2000 q2 2000q2
2 2000 q3 2000q3
3 2000 q4 2000q4