Welcome to the world of data manipulation, where we dive into the techniques and tools used in data science to extract, transform, and analyze data. Data manipulation is a fundamental skill for any data scientist or analyst, as it involves cleaning, organizing, and manipulating raw data to derive meaningful insights and make informed decisions. In this guide, we will explore various techniques and tools that empower data professionals to efficiently handle and manipulate data, including data cleaning, data wrangling, data transformation, and data aggregation. Whether you're a beginner or an experienced data scientist, this guide will equip you with the necessary skills to master data manipulation and unlock the true potential of your data.
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