Bar Chart
Horizontal bars excel at ranking. Long category names read naturally left-to-right, and dozens of items stack tidily down the page without sacrificing label clarity.
Charts That Actually Communicate
Eleven common visualization types, what they're for, and when to reach for something else. Pick the chart that fits the question — not the chart that looks impressive.
Horizontal bars excel at ranking. Long category names read naturally left-to-right, and dozens of items stack tidily down the page without sacrificing label clarity.
The workhorse of comparison. Vertical columns let the eye judge length along a common baseline — one of the most accurate visual encodings for categorical data with short labels.
The clearest way to show change over a continuous variable — usually time. Slope tells you direction, steepness tells you rate, crossings tell you where one series overtakes another.
A line chart with the area below filled in. Adds visual weight that emphasizes volume or cumulative magnitude — useful for showing how a total accumulates or how parts stack up.
Parts of a whole, expressed as angle. Reliable only for two or three slices — beyond that, eyes can't distinguish small angular differences and a bar chart will read clearer.
Each point is one observation across two variables. Reveals correlation, clusters, and outliers — the chart that lets the data's structure show itself, rather than imposing one.
A bar chart for a single continuous variable, binned into ranges. Reveals the shape of a distribution — where the mass is, whether it's skewed, whether you're looking at one population or several.
A grid where color intensity encodes a third value across two dimensions. Excellent for spotting density and pattern at a glance — calendar usage, correlation matrices, geographic clusters.
Hierarchical proportions packed into a rectangle. Each block's area represents its value, and nesting shows containment — efficient for showing both share and structure in a single dense view.
A compact summary of a distribution: median, quartiles, range, and outliers — all in one mark. Indispensable when comparing the spread of many groups side-by-side.
Shows flow between states. Thickness of each ribbon represents quantity transferred — the best chart for tracing how a user, a dollar, or an electron moves through a system.