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Data Science Training
#03
Exploratory Data Analysis (EDA)
Part 1 - Overview
The pure python approach
dataquest-us-births-1994-2003/Basics.ipynb
The pandas approach
dataquest.io/m/219/guided-project-analyzing-thanksgiving-dinner/9/next-steps
iris/Simple analysis of Iris dataset.ipynb
dataquest.io/m/146/guided-project-visualizing-earnings-based-on-college-majors/6/next-steps
Working with NLP
enron-email/Initial.ipynb
Working with geo data
nyc-taxi-trip-duration/PrimerStatistics.ipynb
Methodology
Part 2: more on EDA