Converting str to float in pandas warning
Question:
I am trying to convert str to float in a pandas data frame and get the following error:
SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead
The code:
df_clean['a'] = df_clean['a'].astype(float)
Should I ignore it? Can it be written without generating the warning?
Thanks
Answers:
Maybe try using to_numeric
import pandas as pd
df_clean['a'] = pd.to_numeric(df_clean['a'], errors='ignore')
The "errors" flag gives you different options for how to handle ones that cannot be converted.
I am trying to convert str to float in a pandas data frame and get the following error:
SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead
The code:
df_clean['a'] = df_clean['a'].astype(float)
Should I ignore it? Can it be written without generating the warning?
Thanks
Maybe try using to_numeric
import pandas as pd
df_clean['a'] = pd.to_numeric(df_clean['a'], errors='ignore')
The "errors" flag gives you different options for how to handle ones that cannot be converted.