I have defined an empty data frame with
df = pd.DataFrame(columns=['Name', 'Weight', 'Sample'])
and want to append rows in a for loop like this:
for key in my_dict: ... row = {'Name':key, 'Weight':wg, 'Sample':sm} df = pd.concat(row, axis=1, ignore_index=True)
But I get this error
cannot concatenate object of type '<class 'str'>'; only Series and DataFrame objs are valid
If I use df = df.append(row, ignore_index=True)
, it works but it seems that append
is deprecated. So, I want to use concat()
. How can I fix that?
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Answer
You can transform your dict in pandas DataFrame
import pandas as pd df = pd.DataFrame(columns=['Name', 'Weight', 'Sample']) for key in my_dict: ... #transform your dic in DataFrame new_df = pd.DataFrame([row]) df = pd.concat([df, new_df], axis=0, ignore_index=True)