Data Analysis With Python

Someone hands you a messy file and says, "Can you just do it in Python?" This book shows you how, step by step. Using one small online shop as a running example, you learn to load files with the right options, fix text, number and date columns, and decide what to do about missing, duplicate and suspicious values. You then summarize with grouping and pivot tables, reshape tables between long and wi...