Data rarely comes in usable form. Data wrangling and exploratory data analysis are the difference between a good data science model and garbage in, garbage out.

Let the data talk: embrace exploratory research Open-ended research is essential to building solid hypotheses in the social sciences — without it, even the best-planned analyses can fail.