Generate Python/R Code for Specific Analyses
Categories: Programming & Development Code Generation & Debugging (Primary) AI & Machine Learning Data Analysis
Generate starter code in [Language/Library, e.g., 'Python using Scikit-learn', 'R using lm function', 'Python using Statsmodels'] to perform the following analysis: '[Specify analysis, e.g., 'Build a logistic regression model to predict customer churn (binary variable 'Churn') using features 'Age', 'MonthlySpend', 'ContractType'', 'Perform K-Means clustering with k=3 on columns 'X', 'Y', 'Z'', 'Fit an OLS linear regression model with 'Sales' as dependent and 'Advertising', 'Season' as independent variables']'. Assume data is in a dataframe 'df'. Include basic steps like model initialization and fitting.
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