I coded the entirety of my study dataset today. It took way longer than I had expected and proved exhausting. I am more effective at thinking for a long time and typing a few short (right) things than sitting down for 8 hours and transcribing text. If I knew more computer vision, I'd have done OCR and image matching and only manually dealt with things that the system couldn't handle.