

chart
bubble chart
also: bubble plotScatterplot where size encodes a third variable.
Classification
- chart
- points and bubbles › scatterplots
- correlation; Financial Times Visual Vocabulary
- the name evokes: nature
Channels
position on common scale; main: two quantitative variables; Munzner 2014
area; main: third variable; Munzner 2014
color hue; secondary: group; Munzner 2014
motion; secondary: year (animated version)
Attestation
- English definition: Data Visualisation Guide, data.europa.eu
Scientific literature
OpenAlex: 977 papers since 1990, 59% in the last five years; mostly in Medicine, Computer Science, Biochemistry, Genetics and Molecular Biology; Wikidata
Seminal references
- first known use (1801) Playfair (1801). The Statistical Breviary; Andrews 2017, Ciuccarelli 2026
R packages
- R
nivo.bubblechart::bubblechart(); GitHub 4 stars; last commit 2026-01; paper (0 citations) - R
ggBubbles::position_surround(); paper (2 citations)
R code of the ggplot2 example
set.seed(20260909)
library(ggplot2)
library(gganimate)
library(gapminder)
p <- ggplot(gapminder, aes(x = gdpPercap, y = lifeExp, size = pop, fill = continent)) +
geom_point(shape = 21, colour = "#535353", alpha = 0.8) +
scale_x_log10(labels = scales::label_dollar(big.mark = "\u2009")) +
scale_y_continuous(breaks = lex_break_breaks, expand = lex_break_expand) +
scale_size_area(max_size = 14, guide = "none") +
scale_fill_manual(values = continent_colors) +
guides(fill = guide_legend(override.aes = list(size = 4))) +
labs(title = "People in richer countries live longer",
subtitle = "{round(frame_time)}",
x = "GDP per capita (log scale)",
y = "Life expectancy (years)", fill = NULL,
caption = "Data: Gapminder, via the gapminder R package") +
theme_lex_viz(break_not_zero = "y") +
theme(plot.subtitle = ggtext::element_textbox_simple(size = 16, margin = margin(b = 6))) +
transition_time(year) +
ease_aes("linear")Sources (42)
191 occurrences in the corpus; indexed by 15 books
Show the 42 sources
- analysisfunction.civilservice.gov.uk
- app.flourish.studio
- Atlas of knowledge: anyone can map
- Better data visualizations: a guide for scholars, researchers, and wonks
- Bremer & Barone, Chart, CRC Press, 2025
- Data fluency: empowering your organization with effective data communication
- Data points: visualization that means something
- Data story: explain data and inspire action through story
- Data Visualisation Guide, data.europa.eu
- Data visualisation: a handbook for data driven design
- Data visualization handbook
- Data Viz Project
- Data-driven storytelling
- datavizcatalogue.com
- datavizproject.com
- datawrapper.de↗
- Effective data storytelling: how to drive change with data, narrative, and visuals
- Effective data visualization: the right chart for the right data
- Exploratory Data Analysis: Descriptive Analysis, Visualization, and Dashboard Design (w...
- Friendly & Wainer, A History of Data Visualization and Graphic Communication, Harvard University Press, 2021
- Handling and mapping geographic information
- How charts lie: getting smarter about visual information
- Info we trust: how to inspire the world with data
- Information graphics
- More Practical Charts
- Practical charts: the essential guide to creating clear, compelling charts for reports ...
- pudding.cool↗
- Questions in Dataviz: A Design-Driven Process for Data Visualisation
- Show me the numbers: designing tables and graphs to enlighten
- The art of insight: how great visualization designers think
- The big book of dashboards: visualizing your data using real-world business scenarios
- The functional art: an introduction to information graphics and visualization
- The golden age of data visualization: how did we get here?
- The grammar of graphics
- The Truthful Art: Data, Charts, and Maps for Communication
- Thematic Cartography and Geovisualization
- Visualization Analysis and Design
- Visualize This
- Visualizing with text
- Wikipedia — Data and information visualization
- Wikipedia in English↗
- Wilke, Fundamentals of Data Visualization, O'Reilly, 2019
Cite this entry
Stable addresshttps://dataviz.adrientaudiere.com/en-only/term/bubble-chart.html
ReferenceTaudière Adrien. 2026. bubble chart. In Visualization Vocabulary, version 1.0.0. IdEst. https://dataviz.adrientaudiere.com/en-only/term/bubble-chart.html
BibTeX
@incollection{taudiere2026-bubble-chart,
author = {Taudière, Adrien},
title = {bubble chart},
booktitle = {Visualization Vocabulary},
year = {2026},
version = {1.0.0},
publisher = {IdEst},
url = {https://dataviz.adrientaudiere.com/en-only/term/bubble-chart.html},
note = {CC0 1.0}
}Page created on 2026-10-13. Text last changed on 2026-11-12. Images last changed on 2026-11-12. Numbers computed on 2026-10-22.