![🐍 Python and Numbers: The Definitive Guide for Social Researchers [Part 1 of 2]](https://images.squarespace-cdn.com/content/v1/67338986b9d79a68ac92b01e/1733247189587-ALNOOFX4SUYCFG9Y47J6/python+numbers.png)
🐍 Python and Numbers: The Definitive Guide for Social Researchers [Part 1 of 2]
Learn how to handle numerical data in Python for social research without prior programming experience. This comprehensive guide covers basic operations, data types, and practical examples specifically designed for social scientists.
Master essential Python skills for analyzing survey data, calculating percentages, and managing research datasets efficiently. Perfect for researchers transitioning from Excel to Python for more reliable and reproducible analysis.
Learn Python from Scratch: Your Learning Roadmap 🗺️
Learn Python programming from scratch with this comprehensive guide designed for social sector professionals transitioning from Excel.
This practical roadmap shows you how to automate data analysis tasks that typically take months in Excel, reducing them to minutes with Python. Through an 11-phase learning journey, from basic Python installation to advanced testing practices, you'll master essential programming concepts with real-world examples from social programs and NGOs.
Perfect for Excel users and non-programmers working with large datasets (200,000+ records), this guide demonstrates how to validate data, generate automated reports, and transform your daily workflow using Python.
Based on real experience in social impact measurement, each phase includes practical applications specifically designed for social researchers and program analysts.