I'd now like to write the result of each simulation to a CSV file. The problem I've noticed is that if I append the file with each of the 100k runs (one at a time), it can happen that two threads ...

Since the creation of python reading in files has become much easier with each update ... it has the functionality to edit and subset the data along with writing the edited data back to a csv or excel ...