Taylor Scott Amarel

Experienced developer and technologist with over a decade of expertise in diverse technical roles. Skilled in data engineering, analytics, automation, data integration, and machine learning to drive innovative solutions.

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Pandas for Data Manipulation: A Practical Introduction for Beginners

Pandas: Your Data-Driven Path to Family Reunification The dream of reuniting with family after years of working abroad is a powerful motivator for Overseas Filipino Workers (OFWs). While financial planning is crucial, understanding data can be a powerful tool in making informed decisions about relocation, investments, and future opportunities. This guide introduces Pandas, a Python

Pandas GroupBy: A Comprehensive Guide to Data Aggregation in Python

Introduction to Pandas GroupBy: Unlocking Data Insights In the realm of data analysis, the ability to group and aggregate data is paramount. It allows us to distill vast datasets into meaningful summaries, revealing patterns and insights that would otherwise remain hidden. Pandas, Python’s powerhouse library for data manipulation, provides a robust and flexible `groupby()` function