Best Data Viz
Distribution

Error Bar Chart

Bars annotated with ± error markers — the scientific publication standard for mean ± SD or 95% CI comparisons.

Mean Reaction Time by Treatment

n=30 per group; error = 95% CI

View data (5 rows)
Chart data table: Mean Reaction Time by Treatment
TreatmentMeanError
Control41228
Drug A35822
Drug B29035
Drug C24418
Combo19831
Make an error bar chart with your data

Use an error bar chart when…

  • Reporting mean per group with measurement uncertainty
  • Communicating confidence intervals visually
  • Scientific or A/B-test results

Avoid when…

  • Showing the full distribution shape (use box or violin)
  • Single value with no uncertainty (use bar)

Data it needs

PropertyValue
Min Rows2
Min Columns3
Column Types
stringnumbernumber
NotesThird column is the symmetric error magnitude (SD, SEM, or CI half-width).

Visual anatomy

Marks
rectangleline
Channels
length-yposition-y (whiskers)
Axes
x-categoricaly-quantitative

Guiding principles

Consider instead

Common mistakes

  • Mixing SD, SEM, and 95% CI without labeling which

  • Using 1-sided whiskers when error is symmetric

History

T-shaped error bars trace to early-20th-century laboratory reports; canonized in scientific publishing.

Accessibility notes

State the error type (SD vs CI) explicitly. Provide n in the subtitle.

Related reading

Got data? Let's see what works.

Drop your CSV. You'll get an Error Bar Chart plus four alternatives - ranked by which one actually fits your data best.