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Common Data Issues: Missing Values, Outliers, and Inconsistent Formats

Data, data, everywhere! It’s like a super cool treasure chest, filled with all sorts of information. But sometimes, our data treasure chest gets a little messy. We might find missing pieces, strange-looking numbers, or things that just don’t fit. Let’s dive in and clean up these data messes together!

How Data Is Collected: Surveys, APIs, Web Scraping, and More

Data is everywhere, and we’re always collecting it! Your opinion in a survey, using a weather app, or watching a security camera, there are many ways to gather information. Let’s explore these exciting methods and see how they shape our world!

Why Is Clean Data Important?

Messy data is like a puzzle 🧩 with missing and mismatched pieces. Master the art of clean data to solve problems, make smart choices, and shine! ✨