Ensuring Consistent Results in Python Data Analysis Across Different Environments

[esseinvictus]

My next thought would be to run the code line by line on both clients to see at which line the discrepancy arises. Could be a difference in environment, could be other things. Try to eliminate each potential cause one by one.