Operationalising the data puddle

I've put together a list of the data I want to record and analyse. I've also put together a checklist of the things I'll need to run the D&D campaign that will actually be generating all that beautiful data. Now I need to start operationalising this bad boy. First up, how am I actually going to export the data from all the sources I've identified? I'd rather not be messing around with data scraping, so would prefer (where possible) any tools I use to natively export to convenient file formats.