Encoding Categorical and Survey Variables in Python for Market Research Analytics скачать в хорошем качестве

Encoding Categorical and Survey Variables in Python for Market Research Analytics

Learn how to encode categorical and survey variables in Python for effective market research analytics. This tutorial covers essential data preprocessing techniques for handling survey data. Introduction to categorical variables in market research datasets Common types of encoding: label encoding, one-hot encoding, ordinal encoding Handling survey responses with multiple-choice and Likert scale formats Practical encoding workflows using pandas and scikit-learn Preparing survey data for machine learning algorithms Best practices for managing missing and inconsistent responses Interpreting encoded data for analysis and reporting Tips for avoiding data leakage and bias during encoding #Python #MarketResearch #Analytics