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Pie charts and percentages

The South held 38.1% of the US population in 2020, so its slice of a pie chart spans 38.1% of 360°, about 137°.

A pie chart shows how one whole is split into parts. The whole is the full circle, 100 percent or 360 degrees, and each part gets a slice in proportion to its share. That makes the pie good at one question, "what fraction of the total is this part?", and poor at most others. Before drawing a pie, check that the parts really add up to a meaningful whole, that nothing is counted twice and that nothing is missing.

From counts to shares to angles

Take the four US regions again. The total is 331,449,281. The South's share is 126,266,107 ÷ 331,449,281 ≈ 0.381, or 38.1%. The West has 23.7%, the Midwest 20.8% and the Northeast 17.4%. Shares like these always add to 100% (up to rounding). To draw a slice, multiply the share by 360°: the South gets 0.381 × 360° ≈ 137.1°, the West about 85.4°, the Midwest about 74.9° and the Northeast about 62.6°. Add the angles and you get back 360°.

US population by region, 2020 census. Share × 360° gives each angle.
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The same four regions as a pie. Tap a slice to see its share and angle, then switch to Bar chart: the West and Midwest slices look alike, but the bars show the gap clearly.

When a pie stops working

OpenStax lists the common problems. Too many slices overwhelm the reader; past five or six categories a pie stops showing which part matters most, and small categories are better gathered into "other". A pie cannot show change over time. The trap is two pies side by side for two years: the circles are the same size, but the totals are not, so a slice that shrinks in percentage may stand for more people than before. One more problem is not on the OpenStax list: in experiments by the statisticians William Cleveland and Robert McGill in the 1980s, people judged position and length on a common scale more accurately than angles. Try it in the lab with the West (23.7%) and the Midwest (20.8%).

A pie that means nothing

Some data cannot be a pie at all. The yearly numbers of Korean births from 2015 to 2025 are eleven separate counts, not eleven parts of one total. You could add them, but "share of all births in those eleven years" is not what anyone asks about a single year. Choose the births data and the pie type in the lab and the panel will warn you. The same holds for averages, rates and percentages that each describe a different group: percentages of different wholes do not share a pie.

BackgroundPlayfair, the inventor of the bar chart and the time series line, went on to draw circles. His Statistical Breviary of 1801 compared the nations of Europe with circles whose areas stood for their land areas, and one of those circles is usually counted as the first pie chart: the circle for the Turkish Empire, cut into sectors for its lands in Europe, Asia and Africa. In the same year a new edition of his Atlas appeared. The pie was slow to catch on, but by the twentieth century it was everywhere, and it has been argued over ever since.

Percent or percentage point?

Shares invite a common slip. In 2010 the South held 114,555,744 of 308,745,538 people, a share of 37.1%. In 2020 its share was 38.1%. The share rose by 1.0 percentage point, which is a relative rise of about 1.0 ÷ 37.1 ≈ 2.7%. Both statements are correct, but they are different numbers, and mixing them up can make a change look about 2.7 times bigger or smaller than it is. When you compare two shares, say "percentage points" for the difference and "percent" only for a relative change.

Pie chartA circle split into slices that are parts of one whole
SharePart ÷ whole; all shares add to 100%
Slice angleShare × 360°
"Other"A slice that gathers many small categories
Two pies for two yearsMisleading: totals differ but the circles look the same
  1. What share of the US population lived in the West in 2020? (78,588,572 of 331,449,281, percent, one decimal)
  2. The South has 38.1%. Slice angle in degrees, one decimal? (use 0.381)
  3. Books data: 16 of 50 students bought three books. Slice angle in degrees?
  4. A slice of 90° is what percent of the pie?
  5. Shares of 38.1%, 23.7% and 20.8% are given. What is the fourth share (percent)?
  6. Which data suit a pie chart?
    • Korean births each year
    • How a household spends its monthly budget
    • Average temperatures by month
    • Test scores of five students
  7. Two pies of a city budget for 2015 and 2025 are drawn the same size. The problem?
    • None
    • The totals differ, so equal circles hide the change
    • Pies must be 3D
    • There must be exactly four slices
  8. A pie has 14 slices, nine of them under 2%. Better choice?
    • Add 3D
    • Gather the small ones into "other" or use bars
    • Use brighter colours
    • Remove the labels
  9. West 23.7% and Midwest 20.8%: which chart shows the gap more clearly?
    • Pie chart
    • Bar chart
    • Both the same
    • Neither
  10. In which book did Playfair publish what are usually counted as the first pie charts?
    • Commercial and Political Atlas, 1786
    • Statistical Breviary, 1801
    • How to Lie with Statistics
    • OpenStax
Key points
  • A pie shows parts of one whole; shares add to 100%.
  • Slice angle = share × 360°.
  • Avoid pies for change over time, for many small parts and for values that are not parts of one total.
Sources for this course (9)
  • OpenStax, Introductory Statistics 2e by Barbara Illowsky and Susan Dean (, per the page notice on 2026-10-17): 2.2 histograms, frequency polygons and time series graphs, including the 100 soccer player heights, the books bought by 50 students, class width, convenient starting points, the square root guideline, relative frequency f/n (3 of 40 = 0.075) and the section "How NOT to Lie with Statistics" (Darrell Huff, pie charts, varying class widths, axes that do not start at zero) (openstax.org/books/introductory-statistics-2e/pages/2-2-histograms-frequency-polygons-and-time-series-graphs)
  • Korean births and total fertility rate 2015 to 2025: Ministry of Data and Statistics (국가데이터처, formerly Statistics Korea)
  • "2025년 출생 통계" press release, Table 1 (mods.go.kr/board.es?mid=a10301010000&bid=204&list_no=446625, figures for calendar years 2015 to 2025)
  • TFR definition, 1970 value 4.53, 1983 value 2.06 and replacement level 2.10: e-나라지표 합계출산율 (index.go.kr/unify/idx-info.do?idxCd=5061)
  • US resident population 1950 to 2020 and the four regions in 2010 and 2020: US Census Bureau, Historical Population Change Data (1910-2020)
  • released April 26, 2021, counts as of April 1 of each census year (census.gov/data/tables/time-series/dec/popchange-data-text.html) and 2020 Census Apportionment Results press release (census.gov/newsroom/press-releases/2021/2020-census-apportionment-results.html)
  • William Playfair, Commercial and Political Atlas (1786) and Statistical Breviary (1801): Encyclopedia.com "Statistical Graphics" (encyclopedia.com/social-sciences/encyclopedias-almanacs-transcripts-and-maps/statistical-graphics)
  • J. Sachs, BRANCH (branchcollective.org)
  • I. Spence, "William Playfair and the Psychology of Graphs" (2006).

Checked: 2026-10-17