Data Cleaning: The Laundry Day of Analytics
If you’ve ever tried to do analysis without cleaning your data first, you know it feels a little like trying to fold laundry straight out of the dryer — wrinkled socks hiding in sleeves, mystery stains popping up when you least expect it, and way too many unmatched pairs. 🧺 That’s where data cleaning comes…
A Beginner’s Guide to Structured, Semi-Structured, and Unstructured Data
If you’ve ever dipped a toe into the world of data, you’ve probably heard terms like “structured,” “semi-structured,” and “unstructured.” At first, they can sound like something out of a tech textbook, but they’re really just different ways of describing how organized (or not) your data is. Think of it like the way you organize…
Why Context in Data Turns Numbers Into Real Insights
Here’s the thing—data without context is just… numbers. Maybe they look nice on a dashboard, maybe they’re color-coded in your favorite shade of green, but without context, they’re about as useful as a GPS with no location. You can stare at them all day, but you won’t know where to go next. Think about it—if…
Welcome to Data for Humans!
Here, we are making data a little less scary.
Data is all around us, and making sense of it should be fun and accessible! No need to be a stats or engineering expert — let’s explore data together!
Built with YOU in mind
Data For Humans is here to help everyone, not just data experts, understand data better and with confidence. Whether you work in marketing, operations, or product, this blog is designed just for you. Even if you’re simply curious about how data works, you’ll find it helpful!
We break down complex concepts like:
- How to start
- What data pipelines actually do (and why they matter)
- How machine learning fits into your everyday tools
- Which data tools make sense for your goals
- How to ask better questions using data
Why This Blog Exists
Hi! I’m Sydney, I started this blog after entering the data space without a formal data background. If I can learn to work with data, so can you! My goal is to help more people like you grow data confidence, make informed decisions, and explore new skills.
No technical jargon required.
Let’s Learn Together!
Follow as we tackle concepts clearly and practically, with real-life relevance.
Data For Humans 