Series within dataframe are different lengths, how can I fix this?
I know this might be difficult to visualize without an example, but reproducing one for you folks would be a nightmare haha.
I am getting the below error:
ValueError: All arguments should have the same length. The length of column argument df['color'] is 11109, whereas the length of previously-processed arguments ['$_Amount','Company_Name', 'Latitude', 'Longitude', 'Funding_Program_Name'] is 11111
Basically I am trying to plot on a scatter map some data, but one column is 2 rows shorter than the rest after plowing through the raw data. (Unsure how this happened)
I have tried .replace(np.nan,0)
I have tried .dropna()
Also tried .replace('',0)
I guess I cannot operate on something that doesn’t "exist" and so the above have not fixed the problem
But I think the solution would involve somehow adding cell data to the empty to slots in the [‘color’] column, and I am unsure how to do this. Any tips?!