Python for Data Analysis: Stata/SPSS Users

Unlock the power of Python for data analysis! Seamlessly transition from Stata/SPSS to Python and Pandas, mastering essential data skills for social science research.

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Python Fundamentals and Pandas Introduction for Stata/SPSS Users

Unit 1: Setting Up Your Python Environment

Unit 2: Python Fundamentals for SPSS/Stata Converts

Unit 3: Pandas: Your New Best Friend

Unit 4: Importing and Exporting Data

Unit 5: Selecting and Filtering Data

Data Management and Transformation with Pandas

Unit 1: Variable Creation and Recoding in Pandas

Unit 2: Handling Missing Values

Unit 3: String Manipulation and Data Type Conversion

Unit 4: Merging, Appending, and Date/Time

Descriptive and Inferential Statistical Analysis in Python

Unit 1: Descriptive Statistics with Pandas and NumPy

Unit 2: Cross-Tabulations and Contingency Tables

Unit 3: Inferential Statistics with SciPy and Statsmodels

Data Visualization with Matplotlib and Seaborn

Unit 1: Introduction to Data Visualization in Python

Unit 2: Replicating Basic Plots from Stata/SPSS

Unit 3: Customization and Advanced Visualization