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Yep. Data prep is the unseen hero of analysis
Sounds about right
Chief
Yeah, I'm a big proponent of cleaning data with BleachBit. Using it does come with some slightly unpleasant side effects, but it is rock solid at doing the grunt work of cleaning data.
Rising Star
Back in the day I was a SAS coder and we planned on 80% of the effort being data prep. My friends with hard science PhDs spend years collecting and cleaning data Ana’s a few weeks on the analysis.