How to use the excel filename as a value to populate new column, using Pandas? - Printable Version +- Python Forum (https://python-forum.io) +-- Forum: Python Coding (https://python-forum.io/forum-7.html) +--- Forum: Data Science (https://python-forum.io/forum-44.html) +--- Thread: How to use the excel filename as a value to populate new column, using Pandas? (/thread-19374.html) |
How to use the excel filename as a value to populate new column, using Pandas? - Dequanharrison - Jun-25-2019 I'm new to Python. I have about 50 excel workbooks that all have different names e.g. 012018 CBA, 022018 CBA, etc. For each, I would like to insert a new column called "Date" and use the first 6 digits "012018" of the excel filename as the value to populate the entire Date column. I would like to accomplish this using Pandas. Thank you! RE: How to use the excel filename as a value to populate new column, using Pandas? - scidam - Jun-26-2019 If your data frame is defined and prefilled, you can create a new column and fill it as follows df['Date'] = 'desired value' . This automatically creates Date column in the data frame and fills it with desired value . If you want to incorporate data from all excel files into one data frame, your algorithm might be the following:
RE: How to use the excel filename as a value to populate new column, using Pandas? - Dequanharrison - Jun-26-2019 Thanks, but maybe I didn't explain it very well. I have 50 Excel files with a naming sequence of 012018 CBA, 022018 CBA, 032018 CBA, 042018 CBA, etc. For each file, I want to use the first 6 digits of the filename to populate the new column within that particular file ... Then do the same for the all the others. For example, first file called "012018 CBA", I want to insert a new column called "Date" and use the "012018" to populate that column. Next file called "022018 CBA", I want to insert a new column called "Date" and use the "022018" to populate that column. Next file called "032018 CBA", I want to insert a new column called "Date" and use the "032018" to populate that column, etc for all 50 files. Make sense? RE: How to use the excel filename as a value to populate new column, using Pandas? - scidam - Jun-26-2019 Your files have regular names, so you can extract desired dates using index slicing, e.g. date = filename[:6] . (Jun-26-2019, 10:32 AM)Dequanharrison Wrote: I want to insert a new column called "Date" and use the "032018" to populate that column, etc for all 50 files. So, you will get a data frame with at least 50 columns that have the same name Date ? In any case, you will likely use either os.walk or glob.glob to get all file names. You can read about these modules in official docs here and here.This isn't to be a hard problem, so it would be better if you post some code to show your efforts on solving the problem. RE: How to use the excel filename as a value to populate new column, using Pandas? - Dequanharrison - Jun-26-2019 Not looking to create a datadrame with 50 columns, but rather end up with 50 dataframes/Excel files woth the additional new "date" column filled with the filename of the original file. Saved as a CSV. Make sense? RE: How to use the excel filename as a value to populate new column, using Pandas? - Dequanharrison - Jun-26-2019 I'll try to get started with what I know and post some sample code. Thanks. |