Explore how the World Bank organizes countries and economies across the global economy. This interactive visualization lets you examine countries by income group, geographic region, and related World Bank classifications, making it easy to compare how trade and economic development, and geography intersect around the world. World Bank income groups divide economies into low, lower-middle, upper-middle, and high income categories and are updated periodically using gross national income per capita. 2025 directional trade data from the International Monetary Fund, International Trade in Goods (by partner country) (IMTS) and has been transformed to show trade routes over $2.5B. Users can select multiple countries to examine trade routes and trade balances.

Explore developer sentiments and attitudes towards AI and the future across country, industry, and career factors and more. Select the questions to review and the question to evaluate against. Switch between the composition view to view a standard crosstab, and view by respondents to visualize response frequencies. Source: Stack Overflow 2025 Developer Survey. Adapted and sampled for demonstration purposes. Original survey data is licensed under the Open Database License (ODbL) 1.0; individual database contents are licensed under the Database Contents License (DbCL) 1.0. About this data: This data set is drawn from the publicly available raw data for the Stack Overflow 2025 Developer Survey. It has been filtered to respondents developers by profession that are currently employed or working as independent contractors. Respondents who did not answer the AI sentiment and AI usage questions have been excluded. Further, this data set is a random sampling of 10,000 of the remaining responses.

Explore how a Sankey diagram can reveal the movement of resources through multiple stages. This interactive example follows funding from source to program to outcome, with the width of each flow representing its relative size. It demonstrates how Sankey charts can make complex pathways, allocations, and relationships easier to understand at a glance. q

This visualization averages projections from the included vendors to produce the average probability that a senate seat will be won by either party in the 2026 mid-term election. This visualization uses state shapes projected in an arch to create a Senate Chamber diagram. Projections by forecaster and change overtime are found in the tooltip. Seats are categorized by probability as solid Dem, Lean Dem, Tossup, Lean Rep and Solid Rep seats in the 2026 This visualization relies on forecasts from Grant Williams' Election Forecast and Election Statsheet from Mac Tan both model forecasts are made available under the MIT License. This is a demonstration of Rhubarb's capability to create novel visualizations not an endorsement of the underlying forecasts.

The comparative spider chart can be used to visually compare classification definitions along multiple variables. This chart compares vehicle-classes across 5 dimensions multiple

Titanic passengers age by class visualized using raincloud density plots.

This visualization organizes the Department of Labor's Standard Occupational Classification definitions into a radial hierarchy sunburst chart and includes with drill-downs and tooltips to explore each category.

Explore a fictional sales team’s performance against its targets in this interactive progress-to-goal visualization. Drill down from the overall team to individual sales representatives to compare results, see who is ahead or behind goal, and examine how individual performance contributes to the team total. All names, targets, and sales figures are fictional and are provided solely as demonstration data.

World trade routes above $10m monthly aggregated by region. January 2020 - May 2026. International Monetary Fund’s International Trade in Goods (by partner country) dataset (IMTS)

A donut chart can be used to represent parts of a whole. Charts can be interactive in dashboards or exported to static presentations.

Explore the 2024 presidential election results across Georgia’s counties in this interactive choropleth map. County-level shading shows the geographic pattern of support across the state, making it easy to compare results, identify partisan strongholds, and see how the presidential vote varied from county to county. The visualization is based on results from Georgia’s November 5, 2024 general election.

Explore the Palmer Penguins dataset in an interactive 3D scatter plot. Rotate, zoom, and compare penguins across bill length, bill depth, flipper length, body mass, species, and other variables to see patterns and relationships in three-dimensional space. The dataset contains measurements of Adelie, Chinstrap, and Gentoo penguins from the Palmer Archipelago, Antarctica. Source: Horst, A. M., Hill, A. P., & Gorman, K. B. (2020). palmerpenguins: Palmer Archipelago (Antarctica) penguin data. Data collected by Kristen Gorman and the Palmer Station Antarctica LTER. Visualization by Rhubarb