In our data-centric world, raw data is seldom in a state that’s ready for instant analysis. It often comes messy, inconsistent, and scattered across multiple sources. This is where data wrangling—also known as data munging—comes into play. Data wrangling involves cleaning, organizing, and converting raw data into a structured format that’s ready for analysis. For beginners stepping into the world of data analytics, mastering this skill is not just useful—it’s essential.