https://theyvonne.com/blog daily 0.75 2026-04-24 https://theyvonne.com/blog/3-reasons-for-implementing-sustainability-goals monthly 0.5 2026-04-24 https://theyvonne.com/blog/demons-in-the-data monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/95d65847-c567-4145-ac0f-2ed82cadbd13/theYvonne+Demons+in+the+Data.png Blog - Demons in the Data: A US “Scary Dream” Search Analysis - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://theyvonne.com/blog/100-days-to-the-new-year-jump-start-your-goals monthly 0.5 2026-04-13 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/f461ad38-92af-489e-82d7-46a3efcf64eb/Inspirational+Quote+Instagram+Post.jpg Blog - 100 Days to the New Year: Jump Start Your Goals One Day at a Time - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://theyvonne.com/blog/genderly-gender-inclusive-palette monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/2ab8ecf2-62ab-4e86-bc60-ca4b1f0162b7/theYvonne+Genderly+-+Gender+Inclusive+Color+Palette-min.png Blog - Genderly - Gender Inclusive Palette https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/69f88679-441f-4d50-868f-53c0101ab699/theYvonne++Genderly+Inclusive+Tableau.png Blog - Genderly - Gender Inclusive Palette - Tableau Code Snippet (Download Snippet In A File) <color-palette name="theYvonne Genderly-Inclusive" type="regular" > <color>#FD6320</color> <color>#58897D</color> <color>#9567FE</color> <color>#FEF433</color> <color>#3A3B40</color> <color>#D4D6B9</color> <color>#919584</color> <color>#584B53</color> <color>#FFFFFF</color> </color-palette> https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1622572213783-HTCMP0AIBYS5XHSORO7N/theYvonne+Tableau+Palette+File+Preferences+tps++small.jpg Blog - Genderly - Gender Inclusive Palette - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1623010528391-SKAYK2DQFT7DR7ZS0A00/theYvonne+MOM+2021+wk+23+Never+Married+On+The+Rise.jpg Blog - Genderly - Gender Inclusive Palette - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://theyvonne.com/blog/nichelle-nichols-aka-lt-nyota-uhura- monthly 0.5 2026-04-12 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1fc0e8e3-22a6-4357-8521-3b70072ce883/Nichelle+Nichols%2C+Lt.+Uhura+Twitter+%28Twitter+Post%29.png Blog - Nichelle Nichols (a.k.a Lt. 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" - Martin Luther King Jr https://theyvonne.com/blog/update-resources-r-health-amp-science monthly 0.5 2026-04-13 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1634480370416-FVNRCWN8JGS28LKUMWYR/theYvonne+Resources+Updated+Square+IG.png Blog - Update: Resources (R / Health &amp; Science) - Updated: R / Science & Health The Resource Page was updated this weekend. First, in the R section, numerous links were added to the tools and training subsection. In the Science and Health section, several links from the Ocean Health Index are now included. A link to Arxiv.org https://arxiv.org/ a source for journal articles. Whether you are a researcher, data analyst, student, or simply curious about the world, these resources are designed to support your journey. The R tools and training links offer practical guidance for anyone looking to strengthen their data skills, from beginners to advanced users. The Ocean Health Index resources provide valuable insights into the state of our oceans, tracking key indicators that matter for both science and policy. Meanwhile, Arxiv.org remains one of the most respected open-access repositories for cutting-edge research across fields like biology, economics, computer science, and more. Bookmark the Resource Page and check back regularly, as new links and tools are added on an ongoing basis. If you have a resource you'd like to suggest, feel free to reach out. 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I Thought It Was Too Busy. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1621965823698-6KTL1CF3TR19A35EH5J5/theYvonneWaffleChartSupportingFile+Small.jpeg Blog - Decreasing Wildlife Populations - Make it stand out Supporting File Need To Create Waffle Charts In Tableau https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1621965929358-Y0DH85WD23XS9OAK2X58/theYvonneWaffleChartSetUP.jpg Blog - Decreasing Wildlife Populations - Make it stand out Tableau Setup For A Waffle Chart https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1621966208316-JKHIGF0LAC8PEIE8AS9T/theYvonneVizPalette+2021+wk+21+Changing+Animal+Populations.jpg Blog - Decreasing Wildlife Populations - Make it stand out Color Palette For This Viz https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1621969194593-YMBTOIB27E79X6N0U3IZ/theYvonneCalcCategory+Percentage.jpg Blog - Decreasing Wildlife Populations - Make it stand out Code https://theyvonne.com/blog/what-does-1gb-of-mobile-data-cost-by-country monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1620613683473-R8B75NGXVJQ20M61845L/theYvonne+Makeover+Monday+2021+wk+19+What+Does+1GB+of+Mobile+Data+Cost+By+Country-.png Blog - What Does 1GB of Mobile Data Cost By Country? https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1620613661790-DU23NK5U09JD4W6VJGDQ/theYvonneMakeOverMonday2021wk19OrginalViz.png Blog - What Does 1GB of Mobile Data Cost By Country? https://theyvonne.com/blog/focus-on-the-why monthly 0.5 2026-04-12 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1620056184849-ZT3UT7LQETZ5JANH8U7W/theYvonne+Focus+on+The+Why+Dr+Brandeis+Marshall+IG.png Blog - Focus On The Why https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1620056227036-QF6HQD45L84IB833Y04A/theYvonne+Focus+on+The+Why+Dr+Brandeis+Marshall+Twitter.png Blog - Focus On The Why https://theyvonne.com/blog/ceo-to-worker-compensation-ratio-rising monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1619994448522-EEQWUVSEFBJFCPBBWJ8H/theYvonneMoM2021wk18+Original+viz.jpg Blog - CEO-to-Worker Compensation Ratio Rising https://theyvonne.com/blog/global-support-of-polish-womens-reproductive-rights monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1622929495082-EY40IJTWYSGN7R0NESTO/theYvonne+MOM+2021+wk+8+Global+Support+of+Polish+Women%27s+Reproductive+Rights.jpg Blog - Global Support of Polish Women's Reproductive Rights - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://theyvonne.com/blog/seats-held-by-women-in-national-parliaments-and-governments monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1622643124471-9YHMXX6QT1CH2U2PNBLC/theYvonneMOM2021WK09WithToolTips.jpg Blog - Seats Held by Women in National Parliaments and Governments - Make it stand out Sparkline Tooltips Shown When Hovering Over a Country https://theyvonne.com/blog/participation-of-women-in-the-olympics-over-time monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1618235651436-RHLLBYRZAN8RMEFK7ZNL/theYvonneOrginalMOMIOCViz.jpg Blog - Participation of Women in The Olympics Over Time https://theyvonne.com/blog/what-is-the-worlds-biggest-cash-crop monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1618164346581-DKNRU3HHB7DQYXZGZ32Y/2552_IIB_Cash-Crops+Orginal.jpg Blog - What is the World’s Biggest Cash Crop? https://theyvonne.com/blog/europe-loves-cocoa-beans monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1617998322724-PDO0BOOLP0ZVJ3QDG2VE/theYvonneMOM2020wk52EveryoneLoves+Chocolate.jpg Blog - Europe Loves Cocoa Beans https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1617998483365-7196OG1J75JNT4AW8M8G/theYvonneMakeOverMonday2020wk52Orignal.png Blog - Europe Loves Cocoa Beans https://theyvonne.com/blog/shape-of-you-year-end-review monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047933804-NISQW0BZLHIMBRVYFMHC/theYvonneShape-of-YOU-600x359.jpg Blog - Shape of YOU! Year End Review https://theyvonne.com/blog/is-die-hard-a-holiday-movie monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047885241-M7BZCL6HXTAHUX6UZQT0/theYvonneIsDieHardaHolidayMovier500x288.jpg Blog - Is Die Hard a Holiday Movie? https://theyvonne.com/blog/digital-gender-gap-vis5-visualizing-gender-equality monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047823867-BP9IUDSK16565CHNK168/theYvoonneGender-Internet-Access-Gap-531x600.jpg Blog - Digital Gender Gap - Vis5 Visualizing Gender Equality https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615049646623-WFZ7IM978GJJ6O44LWEH/The-digital-gender-divide.jpg Blog - Digital Gender Gap - Vis5 Visualizing Gender Equality https://theyvonne.com/blog/impact-of-a-super-spreader-event-data-viz-in-the-wild monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047704015-ZZHGUKKJ0M1N14FCYNMZ/theYvonneCovid-19.-Super-Spreader.-Event.jpeg Blog - 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Color Blindness Testing Tools Color Blindness or color deficiency impacts 1/12 men and 1/200 woman. Red-Green blindness is the most common variant but other types exist. When design data visualizations, websites, and presentations it is useful to test how the selected color combinations will look to others. How do I test if my data visualization is accessible to colorblind users? The tools below are useful for this testing. Coblis — Color Blindness Simulator Upload any image to preview how it appears across 8 types of color vision deficiency. Very useful to test your data visualizations, presentations, and infographics. Color Oracle Free desktop app that simulates color blindness on your entire screen in real time. Colorgorical Generates perceptually distinct color palettes with controls for aesthetic preference and discriminability. Flatui Color Picker Browsable collection of flat design colors with hex codes ready to copy. Tips for Designing for Colorblind Users Tips for Designing for Colorblind Users — Practical design guidelines from Datawrapper for making charts accessible to colorblind readers. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047237723-P56EONDMV4AY3IGD46M9/theYvonneShellButton+Back+To+The+Top+Of+The+Page+.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne Top https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331047432-6W3IS66JXCYOI254N5J7/Color+Palette+Selection+Tools+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Color Palette Selection Tools Graphics, Graphs, and Text all work to convey a message. The selected color palette enhances that message. How do I choose a color palette for data visualization? These tools work with color theory and other concepts to help you select the best color palette for your message. Chroma.js Color Palette Helper Builds perceptually uniform multi-hue scales ideal for choropleth maps and sequential data. Color Brewer 2 The tool for cartography-safe sequential, diverging, and qualitative palettes. Useful to see how a palette looks in various data display types. Color Drop Io Browsable library of curated four-color palettes with hex codes. Color Hunt Community-submitted color palettes updated daily, filterable by mood and style. Color in Motion Explores the meaning and symbolism of color through animated visual stories. Color Palette Generator Extracts a dominant color palette from any image you upload. ColorZilla A browser extension for picking colors directly from any webpage. Color Picker with Data Builds palettes in HCL color space, which maps more closely to human perception. Coolors Co Fast palette generator with lock, adjust, and export features for any format. This is the one I go to first and used to make my palette images. Comic Book Color Swatches for Photoshop Photoshop swatches based on classic comic book printing colors. Datafam Colors Community-sourced Tableau color palette built by and for the data visualization community. All DataFam resources are great, especially this one. Design Inspiration Visual design gallery useful for spotting real-world color combinations in use. Dribble Designer portfolio platform; filterable by color to find palettes used in professional work. Google Arts and Culture Extracts color palettes from famous artworks in museum collections worldwide. When looking for color design inspiration, this is a place to start. Grab Website Colors – Color Scheme Extraction Tool Pulls the full color scheme from any URL you enter. LOL Colors Curated two-color duotone palettes with one-click copy. Movies in Color Color palettes extracted from film stills, searchable by movie title. My Color Space Generates harmonious palettes from a single seed color using color theory rules. Name That Color Identifies the closest named color for any hex value you enter. Useful and fun. Paletton The Color Scheme Interactive color wheel tool for building complementary, triadic, and analogous schemes. Pantone Color Trends Seasonal color trend forecasts from the global color standards authority.Pigmented by Sales Factory R ColorBrewer Cheatsheet Quick-reference PDF of all ColorBrewer palettes with R code for immediate use. Tools for Picking Color Google's color system tool for building accessible UI palettes with contrast checking. Viz Palette Tests how a set of colors performs for colorblind users and in print. Wes Anderson Palettes Tumblr cataloging color palettes pulled from Wes Anderson film frames. See also — Custom palettes by me: IronOcean Palette Built for ocean and marine viz Genderly Palette For gender inclusive grouped data Twilight Coast Palette Beach, shore, and ocean viz Red Dock Palette For above/below average comparisons Crimson Brick Palette For crisis or warning data Yvonne Color Palette Summary Ready To Use Color Palettes For Data Visualizations https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047258094-NXBPVSF1MBFQMT8HCB1U/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331120880-1W072T7XJ78BZY12H2HY/Community+Challenges+Resources++%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Community Challenges Where can I find data visualization challenges to practice my skills? Community Viz Challenges gives you a chance to practice and try new viz approaches. Also, review "Tips to Prevent Holes During Self-Study" for advice on how to actually learn from these dataset challenges effectively. See my submissions for Makeover Monday, ProjectHealthViz, and others. Weekly Makeover Monday Weekly challenge to redesign a published chart using a provided dataset. If you are starting out with Tableau, this is the place to start. Sports Viz Sunday Weekly challenge using sports data, open to any tool or software. Tidy Tuesday Weekly R-focused data project sharing a new dataset every Tuesday for community analysis. Great place for those working with R to enhance their skills. Work Out Wednesday Weekly Tableau challenge focused on replicating specific chart techniques and interactions. Monthly Diversity In Data Monthly challenge using datasets centered on diversity, equity, and inclusion topics. Health and Health Care Data Sets Curated health and healthcare datasets used in the ProjectHealthViz monthly challenge. ProjectHealthViz Monthly challenge using public health datasets to build visualization skills. Real World Fake Data Practice dataset challenge using realistic but fictional business data. Sustainable Development Goals Viz Project Visualization challenge using UN Sustainable Development Goals data. Storytelling with Data Monthly community challenge from the book and blog focused on narrative visualization. Viz2Educate The challenge series focused on using data visualization in educational contexts. Annually / Semi-Annually / Bimonthly Build a Better World Data Science Competitions Data science competitions with real-world, nonprofit, and social-good challenges. Iron Quest Monthly personal challenge encouraging self-directed visualization exploration without a fixed brief. Iron Viz Tableau's annual flagship visualization competition is open to Tableau Public users worldwide. You would be surprised how quickly this will improve your skills. Viz Risk The competition focused on visualizing risk, uncertainty, and complex systems data. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047277715-Q47TX93D9C9Q0YAR13IE/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331173944-NDLPT653P3RDUSDBB87U/Data+Sets+Resource+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Data Sets Where can I find free datasets for data analysis and visualization projects? A small listing of open-source data sets to use. Also, review "Tips to Prevent Holes During Self-Study" for advice on how to actually learn from these datasets effectively. 100+ of the Best Free Data Sources For Your Next Project Column 5’s List of over 100 datasets covering numerous topics - entertainment, environment, content marketing, and more. 538 Data Set Datasets behind FiveThirtyEight's published journalism on politics, sports, and culture. Awesome Public Data Sources Curated GitHub list of high-quality open datasets organized by topic. AWS Open Data Registry Large-scale datasets are hosted for free on Amazon Web Services for research and analysis. California Open Data Open Data Hub for the state of California CKAN, Open Source Data Portal Platform Open-source data portal platform powering many government and institutional open data sites. Connecticut Open Data State of Connecticut’s open data hub Country Codes List ISO Alpha-2, Alpha-3, and Numeric Country Codes Data Dyrad Biological Source Repository of peer-reviewed biological and scientific research datasets. Data Verse Data Repository Software Harvard-hosted open repository for sharing, archiving, and citing research data. EU Data Portal Official open data catalog for datasets published by European Union institutions. Google Dataset Search A search engine specifically for finding publicly available datasets across the web. Google Public Data Visualizes and links to large public datasets from international organizations and governments. Kaggle Datasets Community-shared datasets with notebooks, covering nearly every imaginable topic. Massachusetts Data Hub State of Massachusetts Open Data Moving Towards Gender Equality World Bank’s - Moving towards gender equality: A new index looks at legal reforms to help women’s economic inclusion. National Digital Library of India Aggregates academic content and datasets from Indian educational institutions. Open Data From New York City, NY USA Open Data is free public data published by New York City agencies and other partners. Open Data Impact Map Tracks how open data is being used for social and economic impact globally. Reddit Datasets Community thread where users share and request datasets for analysis and projects. Sources Anyone Can Use Free Code Camp Free Code Camp’s List of Best Open-Source Datasets. Spotify Audio features, listening behavior, and music datasets were released by Spotify's research team. Tableau Public Data Sets Curated datasets formatted and ready to use directly in Tableau Public. UC Irvine Machine Learning Repository Long-running archive of datasets commonly used for machine learning research and benchmarking. Understand Your World with Enigma Public Aggregates and normalizes thousands of public government and business datasets in one place. UNICEF Data Set Levels and Trends in Child Mortality: United Nations Inter-agency Group for Child Mortality Estimation (UN IGME) Report 2025 US Census Data Demographic, economic, and geographic data from the United States Census Bureau. USA Open Data Central catalog of open datasets published by U.S. federal government agencies. Wikipedia Data Set Structured data extracted from Wikipedia infoboxes, queryable as linked open data. Woman Busines and Law 2019 World Bank World Bank’s Gender Equality Index dataset. I have used and reviewed the Women, Business, and Law dataset every year. Very useful. World Bank Data Set Development indicators and economic data for countries worldwide, updated regularly. World Health Organization Global health statistics and indicators from the World Health Organization. Yelp Data Set Business reviews, check-ins, and attributes across multiple cities, released for academic use. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047294841-MGQ1TYZUXRCOSE9QHVHN/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331204075-WUVPNVZ943DD0VQVOPZU/Fonts+Resources++%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Fonts What fonts work best for data visualization and dashboard design? Customize the look and create a specific vibe with font selection Awesome Font GibHub Curated list of icon font libraries and free icon resources on GitHub. DaFont Large free font library organized by style, from handwritten to pixel to serif. The fonts presented on this website are their authors' property, and are either freeware, shareware, demo versions or public domain. Font Awesome Icon font and SVG library with thousands of scalable icons for web and print. Font Joy (Font Pair Tool) Suggests aesthetically compatible font pairings using a neural network. Font Squirrel Curated collection of free, commercially licensed fonts with webfont generation tools. Google Font Free, open-source web fonts that load fast and integrate easily into any project. I will start here if the item is going to be a webpage, since most browers will have access. What The Font (Identify Fonts) Identifies fonts from an uploaded image using visual recognition. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047312228-I6O09KKPZEX6D8I9OW57/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331347877-ALK49F6QC389M8IY7JNM/Galleries++Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Galleries Looking for inspiration? How do I choose the right chart type for my data? Galleries listed below can help. Chart Selection, Dashboards, Graph Tools Chart Chooser Printable decision chart that maps your data relationship type to the right chart format. Chart Maker A directory of chart types cross-referenced with the tools that can build each one. Dashboard Examples and Templates Real-world business dashboard examples across industries with KPI context. Data to Viz A decision tree that guides you from a data structure to the most appropriate chart type. DataViz.Tools Curated directory of data visualization tools, libraries, and resources by category. Data Viz Project Visual catalog of chart types with descriptions, input data requirements, and examples. Financial Times Visual Vocabulary The Financial Times chart taxonomy is organized by the relationships the data shows. Plotly Get Inspired Community gallery of interactive Plotly charts across industries and use cases. Python Plot Gallery Matplotlib Reproducible Python chart examples with code, organized by chart type. Viz Of The Day (Tableau) Daily-featured community visualization from Tableau Public. Health Awesome Healthcare Datasets A curated list of awesome healthcare datasets for machine learning, research, and exploration. Visualizing Health Research-backed chart designs specifically designed to communicate health data to patients. Healthcare Dashboards: Examples of Visualizing Key Metrics & KPIs Examples of healthcare KPI dashboards with explanations of the metrics displayed. KPI Comprehensive List of 179 KPI Examples Industry-by-industry KPI reference list covering balanced scorecard metrics for any sector. Find Right KPI For Your Business Step-by-step guide to writing measurable, meaningful KPIs for any team. How To Define Your KPIs Beginner-friendly overview of what KPIs are and how to choose the right ones. Introduction to Key Performance Indicators Examples KPI Examples and Templates Learn Why KPIs Fail And How To Pick Ones To Fail Explains the most common reasons KPI programs don't work and how to avoid them. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047328982-DHZTEKKILEFS4UDCDB6W/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331451045-JNVU87HUR9EV1DBD447F/cons++Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Icons Enhance your designs and visual touches. Where can I find free icons for data visualization and dashboard design? 35 Beautiful Free Flat Icons Sets that You can Use Roundup of high-quality flat-style icon packs available for free download. Don’t Forget Wingdings Flaticon Large searchable library of free and premium icons in SVG, PNG, and webfont formats. Icojam Free icon sets in multiple styles and formats for personal and commercial use. Ikonate (Free) Fully customizable open-source icon set, adjustable by weight, size, and color. Noun Project Searchable library of icons and stock photos created by a global designer community. Nucleo Organized icon library with a desktop app for managing and exporting icon sets. Website Icons Creative Commons Icons released under Creative Commons licenses are safe for reuse with proper attribution. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047348072-P1QXER972AP7Z8HB7ZQS/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/a2f67462-fb0a-460d-ac26-792408ed5a8e/theyvonne+PublicHealth+Public+Policy+Resources+Decorative+Imaage.webp Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Public Health & Policy This section collects resources for anyone working at the intersection of public health, social impact, and data: from government open data portals and health indicators to gender equity indexes and sustainability frameworks. Where can I find public health data and policy resources for research? Awesome Lists Awesome List of Healthcare Curated list of awesome open source healthcare software, libraries, tools, and resources Awesome Healthcare Datasets A curated list of awesome healthcare datasets for machine learning, research, and exploration. Awesome List of Mental Health A curated list of anything remotely related to mental health, sorted by alphabetical order. Awesome List of Public Policy A curated list of institutions, datasets, tools, frameworks, and learning resources for public policy, covering policy design, analysis, implementation, evaluation, and governance across local, national, and global contexts Awesome Parasite A curated list of amazingly awesome information and open-access databases related to parasites and host-pathogen interactions. API Public Link Collection Listing of Public API covering many topics Data & Indicators WHO Global Health Observatory Global health statistics and indicators from the World Health Organization are updated regularly. CDC Data & Statistics U.S. public health data across diseases, demographics, and health behaviors from the Centers for Disease Control. UNICEF Data Child health, education, and welfare indicators from UNICEF covering countries worldwide. World Bank Open Data Development indicators covering health, economy, gender, and environment for every country. Kaiser Family Foundation U.S. health policy data and state-level comparisons on insurance, Medicaid, and public health spending. County Health Rankings Ranks the health of nearly every county in the U.S. using dozens of social and clinical factors. Gender & Equity UN Women Data Hub Data and statistics on gender equality, women's empowerment, and progress toward SDG 5. World Bank Women Business and the Law Tracks legal protections and reforms affecting women's economic participation across 190 economies. Gender Equality Index (EIGE) Measures gender equality across EU member states using health, money, power, and time indicators. Policy & Sustainability UN Sustainable Development Goals The 17 global goals framework with data tracking progress toward 2030 targets. SDG Tracker Our World in Data's open tool for tracking global progress on every SDG indicator. OECD Data Economic and social policy data from 38 member countries covering health, education, and inequality. PolicyMap U.S. mapping tool for neighborhood-level data on health, housing, education, and demographics. Frameworks & Guides Do No Harm Guide (Schwartz Reisman) Framework for identifying and mitigating harm in data collection and visualization projects. Data for Health (Vital Strategies) Global initiative improving how countries collect and use public health data for policy decisions. Health Data Governance Principles Cross-sector principles for responsible health data use were developed by a global coalition. ProjectHealthViz The monthly public health data visualization challenge is open to all skill levels. Arxiv Org (Public Journals) Free preprint server for research papers in science, math, and quantitative fields. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047458464-4580JFMXCZSBAO8YT6ET/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331493097-XJ8VSEFO8MFWCDVLW3H8/Python+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Python .What are the best Python resources for data visualization and analysis? Cool GitHub Project Python Reddit Community thread showcasing interesting and creative open-source GitHub projects. Python Plot Gallery Matplotlib Reproducible Python chart examples with code, organized by chart type. Reddit Python Active community for Python news, questions, project showcases, and discussion. Science Biopython Python toolkit for biological computation, including sequence analysis and structural bioinformatics. Python For Science GitHub collection of Python resources and tutorials aimed at researchers and scientists. Style Guide EP 8 — Style Guide for Python Code The official Python code style standard covering formatting, naming, and best practices. Tools Awesome Python Curated GitHub list of Python frameworks, libraries, and tools organized by category. Github Trending Today Python Live feed of the most-starred Python repositories on GitHub right now. Image Analysis Gallery A gallery of examples that showcase how scikit-image can be used. See the Software - Data Visualization section for software links https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047362602-EQOOI2VET4BZ0HM9S3IK/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331516780-9VWF9PF68HRKUKDEH835/R+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - R What are the best resources for learning R for data science? Cheatsheets Base R Cheat Sheet One-page reference for core R syntax, data structures, and common functions. Keyboard Shortcuts Complete list of time-saving keyboard shortcuts for the RStudio IDE. R Cheatsheet Gallery RStudio's official collection of cheatsheets for popular packages, including ggplot2 and dplyr. R ColorBrewer Cheatsheet Visual reference of ColorBrewer palettes with the R code to call each one. RStudio IDE Cheat Sheet Quick-reference guide to RStudio's interface, panes, and most-used features. Science rOpenScience Updates and tutorials from the rOpenSci project on reproducible research tools in R. Style Guides Advanced R Hadley Wickham's style guide for writing clean, consistent R code. Google’s R Style Guide Google's internal R coding standards, covering naming, spacing, and structure. Tools BBC Visual and Data Journalism Cookbook For R Graphics Reusable R code for producing BBC-style publication-ready charts with ggplot2. Github Trending today R Live list of the most-starred R repositories on GitHub, updated daily. rOpen Gov R packages for accessing and analyzing open government and political science data. rOpen Health Collection of R packages for working with public health and clinical datasets. Training and Learning Resources A Beginner’s Guide to Tidyverse – The Most Powerful Collection of R Packages for Data Science Accessible introduction to the tidyverse ecosystem for data science newcomers. Big Book of R Free online aggregator of R books covering every skill level and specialty. Getting Started With R Programming Introductory walkthrough of R basics for those coming from other tools or languages. R Bloggers An aggregator of R tutorials and news posts from hundreds of bloggers worldwide. R Bootcamp Free self-paced online course introducing R for data analysis and visualization. R For Data Science (free O'Reilly book) by Hadley Wickham and Garrett Grolemund Free O'Reilly book by Hadley Wickham covering the full tidyverse data workflow. R For Public Health Resources and tutorials for applying R to epidemiology and public health analysis. R For The Data Science Community Learning community and resources for R users at all levels. R For The Rest Of Us Courses and resources making R accessible to non-programmers and social scientists. R Ladies Global network promoting gender diversity in the R community through meetups and mentorship. Ready For R An email-based R course designed for beginners with no prior programming experience. OHI R Onboarding Info Ocean Health Index team's onboarding guide for collaborative R and open data science workflows. OHI Open Data Science Free training in open data science workflows using R, GitHub, and the Ocean Health Index framework. R for Reproducible Scientific Analysis Free O'Reilly book by Hadley Wickham covering the full tidyverse data workflow. Rachel’s R Tutorials Beginner-friendly R tutorials on Kaggle covering data wrangling and visualization. See the Software - Data Visualization section for software links https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047379367-5GMO72Y974D3CCQK08RI/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331559025-0D09VMJJKERURR6XVOGZ/Science+and+Health+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Science and Health Where can I find open-source data and tools for health and science research? Awesome AI Cancer Curated list of machine learning tools, datasets, and papers for cancer research. Awesome Biology GitHub list of bioinformatics tools, databases, and learning resources for life scientists. Awesome Cancer Variant-Databases Curated list of databases cataloging cancer-related genetic variants and mutations. Awesome Clonality Resources and tools for studying clonal evolution in cancer genomics. Awesome Genomics (The Broad Institute) Broad Institute's curated list of genomics tools, pipelines, and resources. Awesome Healthcare GitHub list of open-source software, APIs, and standards for healthcare data. Arxiv Org (Public Journals) Free preprint server for research papers in science, math, and quantitative fields. Big Book of R Life Science Section of the Big Book of R curating resources for biological and health data analysis. Bioconductor Open-source R packages for analyzing genomic and high-throughput biological data. Biopython Python toolkit for biological sequence analysis, structural data, and bioinformatics workflows. BioRXiv Preprint server for biology where researchers share findings before peer review. BioStars Q&A community for bioinformatics questions covering tools, methods, and data analysis. Healthcare Dashboards: Examples of Visualizing Key Metrics & KPIs Tutorials for using the OHI framework to assess ocean ecosystem health with data. Ocean Parcels Python framework for simulating ocean particle and plastic trajectory tracking. Ocean Health Index Toolbox Training Tutorials for using the OHI framework to assess ocean ecosystem health with data. Ocean Health Index Open Data Science Free training in open data science workflows using R, GitHub, and the Ocean Health Index framework. Open Bio Community of open-source bioinformatics projects developing shared tools for life science research. ProjectHealthViz The monthly public health data visualization challenge is open to all skill levels. Python For Science Curated Python resources and tutorials specifically for researchers and scientific computing. rOpen Health R packages for accessing and working with public health and clinical open datasets. rOpen Science Community developing R tools and practices for open, reproducible scientific research. Research Rabbit Free citation mapping tool for discovering related papers and tracking new research. Visualizing Health Gallery of tested chart designs for communicating health statistics to general audiences. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047395198-MZ0S690AML9K0G85AM33/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1777052394538-T2OKW9PZL5AK8N4J475Y/Data+Visualization++Software+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Software For Data Visualization This section covers the full spectrum - from no-code web tools for quick interactive charts to professional Tableau for complex dashboards, and the programming libraries that power custom and production-grade visualization work. What are the best tools/software for data visualization in R, Python, and the web? No-Code & Web Tools Tableau Public Free version of Tableau for building and sharing interactive dashboards publicly; the industry standard for drag-and-drop data viz. Power BI Desktop Microsoft's free desktop BI tool for building interactive reports and dashboards is widely used in business and government settings. Google Looker Studio Free web-based dashboard tool with seamless integration across Google Sheets, Analytics, and Ads data. Datawrapper Browser-based tool for creating clean, mobile-responsive charts, maps, and tables in minutes — the go-to for journalists and communications teams. Flourish Template-driven tool for building animated, interactive, and scrollytelling visualizations without code; strong free tier. RAWGraphs Open-source browser tool for unconventional chart types like alluvial diagrams, streamgraphs, and Sankey diagrams; data never leaves your browser. Observable Collaborative notebook environment for building interactive data visualizations with JavaScript and D3.js. Gephi Open-source desktop tool for visualizing and analyzing network and graph data. QGIS Free, open-source GIS tool for creating and analyzing geographic and spatial data visualizations. Spreadsheet Tools Microsoft Excel The most widely used data tool in the world is underrated for quick charts and exploratory data visualization. Google Sheets Free browser-based spreadsheet with built-in charting and real-time collaboration; connects directly to Looker Studio and Datawrapper. JavaScript Libraries D3.js The foundational JavaScript library for custom, data-driven web visualizations; most interactive charts you see online are built on D3 or tools derived from it. Plotly.js Open-source JavaScript library for building interactive, publication-quality charts that embed easily into web pages. Vega & Vega-Lite Declarative visualization grammar built on D3; Vega-Lite is the simpler entry point for common chart types. Observable Plot Lightweight JavaScript library from the makers of D3 for quickly creating exploratory charts with minimal code. Highcharts Robust JavaScript charting library free for non-profits and personal use; known for excellent documentation. Leaflet Lightweight open-source JavaScript library for building interactive, mobile-friendly maps. Chart.js Simple, flexible JavaScript library for adding common chart types to any web project with minimal setup. R Packages BBC Visual and Data Journalism Cookbook For R Graphics Reusable R code for producing BBC-style publication-ready charts with ggplot2. ggplot2 The definitive R package for data visualization based on the Grammar of Graphics; the foundation of most R-based charts. plotly (R) Converts ggplot2 charts to interactive web visualizations with a single line of code. ggplotly Wrapper that makes ggplot2 charts interactive using Plotly. Shiny R framework for building interactive web applications and dashboards directly from R code without web development knowledge. leaflet (R) R interface to the Leaflet JavaScript library for creating interactive maps. highcharter R wrapper for Highcharts, enabling rich interactive charts directly from R. gganimate Extends ggplot2 to create animated charts and transitions for storytelling with data over time. gt R package for creating beautiful, publication-ready tables with extensive formatting control. ggtext Adds rich text and HTML formatting to ggplot2 chart labels, titles, and annotations. Python Packages Matplotlib The foundational Python visualization library; gives full control over every element of a chart. Seaborn Statistical data visualization library built on Matplotlib with a cleaner default aesthetic and built-in support for data analysis patterns. Plotly (Python) Open-source library for building interactive, web-ready charts and dashboards in Python. Bokeh Python library for creating interactive visualizations for the web with elegant, minimal code. Altair Declarative statistical visualization library for Python based on Vega-Lite; great for quick exploratory charts. Dash Python framework for building interactive analytical web applications and dashboards without JavaScript. Folium Python library for building interactive Leaflet maps from data processed in Python or pandas. Streamlit Turns Python scripts into shareable interactive data apps in minutes with no front-end knowledge needed. Pandas The essential Python library for data manipulation and analysis; includes basic built-in plotting via Matplotlib. See the Galleries section for chart type references and inspiration, and Community Challenges to put these tools into practice. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047458464-4580JFMXCZSBAO8YT6ET/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331595129-J2XVNHOCUWZUT2S1ENWG/Statistics+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Statistics What are the best free resources for learning statistics for data analysis? Awesome Math GitHub list of free mathematics textbooks, courses, and resources from beginner to advanced. Awesome Statistics Software Curated list of open-source statistical computing tools and official statistics software. Seeing Stats Brown University Interactive visual introduction to probability and statistics concepts in the browser. Stats 545 Jenny Bryan's graduate course materials on data wrangling and analysis in R. Book: Handbook of Regression Modeling in People Analytics by Keith McNulty Free book applying regression techniques to HR and organizational data questions. Book: The Elements of Statistical Learning Data Mining, Inference, and Prediction. Hastie, Tibshirani, Friedman Comprehensive free textbook on statistical learning theory by Hastie, Tibshirani, and Friedman. Book: OpenIntro Statistics Free, open-source introductory statistics textbook with labs in R and Python. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047409338-1IMIWXYXAGXXARCD1BNK/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331631964-0WCZ23RH31IC90QOLIXS/Stock+Photos+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Stock Photos Some of the links are to free sites, some are to paid sites, and some are a bit of both. Also, make sure to know how credit should be given when using any image. Where can I find free stock photos for data visualization projects and presentations? Free Compfight Searches Flickr's Creative Commons licensed photos by keyword. Creative Commons Photo Search Freely reusable media files including photos, diagrams, and illustrations from Wikipedia contributors. Cupcake Small collection of atmospheric, high-quality free photos updated regularly. Death To The Stock Photo Free monthly photo packs focused on authentic, non-staged lifestyle imagery. IconFinder Searchable marketplace for free and premium icons in multiple formats. Library of Congress (US) Historical photographs and prints from U.S. history, free for most uses. Morgue File Free reference photos available for use in personal and commercial creative projects. National Aeronautics and Space Administration (NASA) A vast archive of space, earth, and aeronautics photography released for public use. National Oceanic and Atmospheric Administration (NOAA) Ocean, weather, and environmental photography from the National Oceanic and Atmospheric Administration. New Old Stock Photos Vintage photos from public archives, free of known copyright restrictions. New York Library Public Domain Hundreds of thousands of digitized items from the New York Public Library collections. Pexels Large library of free high-resolution stock photos and videos contributed by photographers. Pik Wizzard Free stock photo library with a built-in design editor for quick customization. Pixelbay Free images, videos, and music are released under a permissive content license. Public Domain Pictures A large collection of free public domain photos available for personal and commercial use Stock Snap Curated free stock photography with high download counts and no attribution required. StockVault Free stock photos, textures, and graphics for personal and educational projects. Styled Stock (Feminine Focus) Free stock photos with a feminine aesthetic, geared toward bloggers and small businesses. Tin Eye Reverse Image Lookup A reverse image search engine for finding where an image appears online and tracking usage. U.S. Department of Agriculture (USDA) Nature, wildlife, and agricultural photography from U.S. federal agencies in the public domain. U.S. Fish and Wildlife Service (USFWS) Nature, wildlife, and agricultural photography from U.S. federal agencies in the public domain. Upsplash Popular free photo platform with a large library of high-resolution contributed images. Woman of Color Free stock photos featuring women of color in professional and tech settings. World Bank Collection on Flickr Images from the World Bank Collection located on Flickr Paid Adobe Premium stock photos, vectors, and templates integrated directly with Adobe Creative Cloud. Big Stock Affordable subscription-based stock photo library with a broad range of subjects. Deposit Photos Budget-friendly stock library with photos, vectors, and video footage on flexible plans. Envato Marketplace for stock assets including photos, templates, audio, and video files. Flicker Photo-sharing platform with both free Creative Commons and licensed commercial imagery. Getty Images Industry-standard premium stock photography used in editorial and commercial publishing. iStock Getty's mid-tier stock library offers exclusive and non-exclusive images on credit plans. MMT Stock Small curated free and paid photo collection focused on clean lifestyle imagery. Photos @ Icons8 Stock photos featuring diverse subjects designed to pair with Icons8's illustration style. Pic Jumbo Free and premium stock photos from a single photographer, updated regularly. Shutterstock One of the largest stock libraries with photos, vectors, music, and video on subscription. Stock Photo Secrets German-based stock photo site. Tonl (Diversity) Stock photo library focused specifically on diverse and multicultural representation https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047425600-SH2X2LH500A83EVXLEQ2/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1776971382872-BLTLZNI8UM1YPIQ2BY12/theyvonne+Sustainability+Resources+Decorative+Imaage Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Sustainablilty This section collects resources for anyone tracking progress on climate commitments, corporate ESG reporting, the UN Sustainable Development Goals, or environmental and social policy. Where can I find sustainability data and ESG resources for research and visualization? Awesome List API Public Link Collection Listing of Public API covering many topics Frameworks & Goals UN Sustainable Development Goals The 17 global goals framework with data tracking progress toward the 2030 targets across all member nations. SDG Tracker Our World in Data's open tool for tracking global progress on every SDG indicator with interactive charts. UN SDG Data Hub Official UN database of SDG indicators, downloadable by country, year, and goal. Sustainable Development Goals Viz Project Community visualization challenge using UN SDG data, open to all skill levels and tools. Climate & Environment Global Carbon Project Annual data on global CO₂ emissions, carbon budgets, and land and ocean carbon sinks. Climate Watch Tracks countries' climate pledges, emissions trajectories, and progress on Paris Agreement commitments. Our World in Data — Environment Long-run data on CO₂, energy, deforestation, biodiversity, and plastic across every country. EPA Environmental Data U.S. Environmental Protection Agency datasets covering air, water, land, and climate topics. NOAA Climate Data Online Historical U.S. and global weather and climate data from the National Oceanic and Atmospheric Administration. ESG & Corporate Reporting GRI Standards The most widely used global framework for sustainability and ESG reporting by organizations of all sizes. SASB Standards Industry-specific sustainability accounting standards used in investor-grade ESG reporting. CDP Open Data Portal Corporate and city environmental disclosure data covering climate, water, and forests. ESG Book Global ESG data platform aggregating corporate sustainability disclosures and ratings. Policy & International OECD Environment Data Environmental indicators and policy data from 38 OECD member countries. World Bank Climate Change Data Country-level climate and development indicators from the World Bank open data platform. IPCC Reports Authoritative scientific assessments on climate change from the Intergovernmental Panel on Climate Change. Environmental Performance Index (EPI) Yale's biennial ranking of 180 countries on environmental health and ecosystem vitality indicators. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047442743-S2ROHUHJTMXHJLIFWGU2/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331757142-66YCBKPF4MXQWD6E0C8Q/Tableau+Resources+%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Tableau Where can I find resources and inspiration for Tableau dashboards? DataFam Blog Tableau's roundup blog featuring community news, viz highlights, and contributor spotlights. Extension Gallery (Beta) A library of third-party extensions that add custom functionality to Tableau dashboards. Viz of the Day Daily-featured community visualization selected from Tableau Public by the Tableau team. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047442743-S2ROHUHJTMXHJLIFWGU2/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1613331890440-6PDAYDQLL40SU227STUU/Public+Health+and+Policy+Resources%7C+Fish+Image+to+flow+with+site+design+%7C+theYvonne Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne - Volunteering Put your skills to good! How can I use my data skills to volunteer for social good? Data For Good Community connecting data professionals with nonprofits and civic organizations needing analytical help. Data Kind Nonprofit pairing data scientists with mission-driven organizations on high-impact volunteer projects. Data Science For Social Good Fellowship and project program applying data science to public policy and social challenges. Delta Analytics Volunteer group providing data science capacity-building to nonprofits around the world. Harvard Strategic Data Project Fellowship placing data professionals in education agencies to improve data use and policy. Statisticians for Society Royal Statistical Society initiative connecting statisticians with charities and public sector projects. Statistics Without Borders ASA volunteer group providing pro bono statistical consulting to humanitarian organizations. Viz For Social Good Volunteer community creating data visualizations for nonprofits and social impact organizations. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615047458464-4580JFMXCZSBAO8YT6ET/theYvonneShellButton+Back+To+The+Top+Of+The+Page.jpg Data Visualization Resources: Tools, Datasets & Color Palettes | theYvonne https://theyvonne.com/about daily 1.0 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/cadd9015-7e48-489c-a118-e8bd7f696048/theYvonne+-+Bio+Image.jpg https://theyvonne.com/biolink daily 0.75 2026-04-12 https://theyvonne.com/portfolio daily 0.75 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1625195600995-5SIRAPC9DF4EB910Z1HA/Backgrounds+Ocean+Health+Index+2021+07+Iron+Viz+no+text.png Data Portfolio | theYvonne Fitzgerald - How Is The Oceans’ Health Read More https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048075937-OXL7D0J6MDMEQDJ8DEBS/theYvonneWorld-Bank-Women-Equality-Index-2020.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank Gender Equality Index Gender Equality is good economics. A $160 Trillion in loss of income potential occurs due to gender bias. The Gender Equality Index tracks. Read More https://theyvonne.com/portfolio/how-is-the-oceans-health monthly 0.5 2026-04-13 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1625510627610-8WU23LJWT72HVUG19M6Z/small+parameter+Bottom.jpg Data Portfolio | theYvonne Fitzgerald - How Is The Oceans' Health? https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1625510652596-AQE8UKBXMSSI9CWG31FF/small+parameter+Top.jpg Data Portfolio | theYvonne Fitzgerald - How Is The Oceans' Health? https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1625510689047-XEE1ZQ5MRTP2DXGP19OL/small+set+Bottom+Goal.jpg Data Portfolio | theYvonne Fitzgerald - How Is The Oceans' Health? https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1625510716772-L10OYIGHJ1WCPOEXYINH/small+top+Goal+Set.jpg Data Portfolio | theYvonne Fitzgerald - How Is The Oceans' Health? https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1625499476185-63AM4OLGU7VARPH2J87O/theYvonne+Palette+IronOcean.jpg Data Portfolio | theYvonne Fitzgerald - How Is The Oceans' Health? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://theyvonne.com/portfolio/learning-kpi-dashboard monthly 0.5 2021-03-06 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048339507-LNI144Y08PNCDH8W8GS3/theYvonneLearning-KPI-Dashboard-theYvonne.jpg Data Portfolio | theYvonne Fitzgerald - Learning KPI Dashboard - Project Goals 1. Design a Tableau dashboard, which updates automatically 2. Create a tracking method for my personal goals https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048365784-XEF319RXDOKTGGEPVU73/theYvonneAutomationData.jpeg Data Portfolio | theYvonne Fitzgerald - Learning KPI Dashboard https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048393045-WAOGLPQNGCTF6PT4OFJA/theYvonneTidyDataCleanData.jpeg Data Portfolio | theYvonne Fitzgerald - Learning KPI Dashboard https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048410814-C41GG0XHR6Q5FKX4AJDF/theYvonneDashboardDesign.jpeg Data Portfolio | theYvonne Fitzgerald - Learning KPI Dashboard https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048434597-EV3PQNI9SW1I2MEULDI7/theYvonneWhenIFocus.jpeg Data Portfolio | theYvonne Fitzgerald - Learning KPI Dashboard - Issues and Challenges The primary challenge was no prior experience in Tableau. Everything had to be learned, explored, and figured out as I was doing the project. To simplify this project, I broke this project into small steps and mastering it one step at a time. I wanted to keep the dashboard up to date with the progress made against the learning goals automatically. Excel was not the correct tool for this requirement. Using a Google Sheets connectivity to Tableau was the right one. The data used was not set up initially to be a dataset. I cleaned the list following the Tidy Data guidance. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048454451-HOC0COPGR8AHGQEKNYFL/theYvonneProgressBars.jpeg Data Portfolio | theYvonne Fitzgerald - Learning KPI Dashboard - Key Takeaways I would not include a KPI that had to be manually updated daily. Instead, I would define Learning KPIs that were weekly or monthly based. This change would make the updating of the spreadsheet easier and thus done. It became too time-consuming to update the dataset manually. Before creating my next dashboard, I would ask - How sustainable is the data collection? I stopped recording the blogs read very early. I have changed how I track the blogs I read. Instead of recording every blog I read, I now record critical information in Zotero. It is a website that quickly tracks all references (books, websites, video, etc.). This concept honors my wish to keep a record of collecting critical data; the drawback is that it does not work with the dashboard I created. https://theyvonne.com/portfolio/world-banks-gender-equality-index monthly 0.5 2022-03-14 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048558550-ECQIG8MORUJ0KHIVTYAA/theYvonneWorld-Bank-Women-Equality-Index-2020.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index - Project Goals 1. A Data Vis Illustrating the World Bank’s Gender Equality Index 2. Demonstrate how Gender Equality has improved over time 3. Create a tool that allows the viewer to explore the data https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048582986-UCMZZZIUUC99MEEQUNXO/theYvonneDesign.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048599084-5LFZTT2X81IHZDBPDAPD/theYvonneProjectDesign.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048617440-QSQVGXUT6W5VPVTZ97EF/theYvonneStorytelling.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048641584-95PI2R3CTB3P81UHS267/theYvonne25MostImproved.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index - Design Decisions Interactive Filters I used interactive filters in this design to allow both user persona to approach the data from their area of interest. Use of Color Avoiding the use of pink in the viz was one of the earliest design decisions. I explored several color palettes to find one that worked. Eventually I selected a color that conveyed both positive energy and hope. These feelings match the trend of the data. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048665950-Q29DMELZ5739NANSVZ6L/theYvonneGenderIndexScoreCard.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index - Issues and Challenges The major challenge was making an intuitive and easy to use visualization. The project needs two deliverables: an exploratory country scorecard to dive into how a country has changed over time a story highlights to explain how equality is changing over time A secondary challenge is due to the amount of data that is available – what to feature and to exclude. This issue is a great one to have. I approached the visualization story as one of hope – even though there is still more work to be done, things are changing and improving. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048691917-1TSR6OG1CPX3Z5O1GI8A/theYvonneFutureFocus2020.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index - Key Takeaways This data set lends itself to several numerous different stories. Highlighting the five key achievements was critical in telling the overall story. Without creating the highlighted points, the improvements in gender equality disappear in a mountain of numbers. I always knew the power of color selection. In this project, looking at how the user’s impressions are influenced by changing different palettes was an exciting exploration, and confirming this knowledge. https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048717567-P5SWJAEYZPFL731F64UB/theYvonneMobility.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048738010-IV7EJIKREK3N52ZUQ0OM/theYvonneEntrepreneurship.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048755541-F3CLL3W65GE994VHA7A9/theYvonneParenthood.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048769604-XI47CIG6AMDTHKN38M9P/theYvonnePay.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048788558-FJGWD780QCW85Q3REIXL/theYvonnePension.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048803945-YKMLC8FC2WU2VSJ0G9TX/theYvonneWorkplace.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048833838-Q1YXGGVMGC9ASKRYCG21/theYvonneMarriage.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048848680-4621R6MJIDXM5KZVMFFN/theYvonneAssets.jpeg Data Portfolio | theYvonne Fitzgerald - World Bank's Gender Equality Index https://theyvonne.com/portfolio/viz-challenges monthly 0.5 2026-04-24 https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048184318-O270MONLS7ML2QLME0D8/theYvonneCovid-19.-Super-Spreader.-Event.jpeg Data Portfolio | theYvonne Fitzgerald - Viz Challenges - What’s a Challenge? About Challenges start with a single theme, topic, or data set with a challenge to produce a visualization within a limited time. The time could be a week or a month. If you accept the challenge, what you learn is up to you. It may be a new chart type, calculation, way of looking at the data, or learning something from exploring a new data set. Upon completing the viz, you can share your work with the community to get feedback or say, “I completed this.” However, you choose to share or which challenges to accept the process will change you. (Looking for datasets or tools to use in your own challenge submissions or additional community challenges? Visit the Resources page for a curated list of data viz tools, free datasets, and community challenges.) https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048202405-67EJHM2EIVXB3ISRME01/theYvonneEurope-Loves-Cocoa-Beans.jpeg Data Portfolio | theYvonne Fitzgerald - Viz Challenges Design Decisions I approach challenges as short, focused projects, typically one sheet with one viz. Though the data set is rich in ways to tell its story, my approach focuses on a key overarching theme. Creating an elevator viz for the data, highlighting the critical item I want the viewer to take away from the data set. I also use the challenges to try a new approach or view https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048233203-W5LOL5BDTUX3C14FPD94/theYvonneSelfAssigned.jpeg Data Portfolio | theYvonne Fitzgerald - Viz Challenges https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048259859-T3JBS9A7XSAFPZO0UV72/theYvonneCommunity.jpeg Data Portfolio | theYvonne Fitzgerald - Viz Challenges https://theyvonne.com/portfolio/color-palettes monthly 0.5 2026-04-24 https://theyvonne.com/portfolio/yes-we-can-achieving-gender-equality monthly 0.5 2022-03-14 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1618497259178-6XJGK9GR6YAVBQL5L519/20140301_Trade-151_012-2.jpg Data Portfolio | theYvonne Fitzgerald - Yes We Can! Achieving Gender Equality https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694583486-2PQT0LQ193RL7MCB6DX4/20140228_Trade+151_0046.jpg Data Portfolio | theYvonne Fitzgerald - Yes We Can! Achieving Gender Equality https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Data Portfolio | theYvonne Fitzgerald - Yes We Can! Achieving Gender Equality https://images.squarespace-cdn.com/content/v1/6027ec7e3f1fe55c77124f34/1615048558550-ECQIG8MORUJ0KHIVTYAA/theYvonneWorld-Bank-Women-Equality-Index-2020.jpeg Data Portfolio | theYvonne Fitzgerald - Yes We Can! Achieving Gender Equality - Gender Equality Index Gender Equality is good economics. A $160 Trillion in loss of income potential occurs due to gender bias. The World Bank’s Gender Equality Index tracks changes over on key indicators. Read More