I frequently get data in CSV or Excel format, which I then have to use to deploy a vulnerability management solution like Tenable or Qualys. I use Pandas to process this data, which usually involves iterating each row of the dataframe in Pandas. It abuses Pandas. But it works. Yes, it’s a hack. I don’t care.

David Farquhar is a computer security professional, entrepreneur, and author. He has written professionally about computers since 1991, so he was writing about retro computers when they were still new. He has been working in IT professionally since 1994 and has specialized in vulnerability management since 2013. He holds Security+ and CISSP certifications. Today he blogs five times a week, mostly about retro computers and retro gaming covering the time period from 1975 to 2000.









