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Tools Landscape

A broad look at the categories of tools people use when working with data - spreadsheets, notebooks, BI dashboards, and so on.

Overview only. No walkthroughs for any specific software.

Charts and Visuals

An intro to the graph types you'll see most often - bar, line, scatter, and a few others.

Also covers what honest visual reporting looks like, and where charts start to mislead if you're not careful.

Format is explanatory reading with commentary.

Data Fundamentals

A gentle walk through what data actually is - the kinds you'll run into, and how people usually organize it before doing anything else.

Delivered as short intro readings with plain-language notes on the side.

Stats Without the Pain

Core statistical ideas explained by intuition, not formulas. Mean, spread, correlation - what they mean before anyone shows you the math.

Intro-level texts aimed at general understanding.

Reading the Results

How to read conclusions properly. What context matters, what the numbers can and can't tell you, and where analysis has limits worth naming out loud.

Descriptive materials, introductory in nature.