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I can imagine two solutions:
1) Read from the SQL, from there, the name of the variables are "decomposed' and you can shorten it.
2) Use Python, i have written a package that reads the SQL and renames common variables, and also Python and Pandas do not have issues with the extension of the names. Take a look at my package, specifically to the function read_sql, https://github.com/AltamarMx/iertools/blob/main/iertools/read.py
I can imagine two solutions:
1) Read from the SQL, from there, the name of the variables are "decomposed' and you can shorten it.
2) Use Python, i have written a package that reads the SQL EPW and renames common variables, and also Python and Pandas do not have issues with the extension of the names. Take a look at my package, specifically to the function read_sql, https://github.com/AltamarMx/iertools/blob/main/iertools/read.py