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Posts by Observable

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From raw data to data storytelling: A framework for structuring any analysis In this guide, we share a practical framework for streamlining your data analysis process, helping you transform vague requests into clearer data visualizations and valuable insights.

Too often, vague requests and messy datasets lead analysts down the wrong path. So, we put together a practical framework for moving from raw data to clearer, useful insights. Read the guide on our blog:

1 week ago 4 2 0 0
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When you're working closely with a dataset, insights may be obvious to you but less clear to stakeholders unfamiliar with the data. Check out 8 tips for building clearer data visualizations, and explore more examples in the Observable Plot gallery: buff.ly/E5UV4J5

1 week ago 1 0 0 0
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The role of inquiry in AI-powered data analysis AI makes it faster and easier than ever to get answers from data — but the quality of the questions being asked matters more than ever. We share a practical framework for building better inquiry…

With AI, poorly framed analyses can now produce polished, convincing, wrong answers faster than ever. The fix starts before you open the chat. Learn more: buff.ly/NUyeVtN

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AI writes code faster than we can build comprehension, producing analyses that run, but aren’t trusted. We need mediums for AI-powered data analysis that keep humans in the loop of understanding, not just prompting. More from our co-CEO Julio Avalos:
buff.ly/aGfLsYt

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AI can write code faster than we can understand it. That's not a model problem — it's an environment problem. We've improved "write" without improving "run" and "inspect." The result: opacity at machine speed. Our co-CEO writes on restoring the loop: buff.ly/aGfLsYt

2 weeks ago 0 0 0 0
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🧇 Happy International Waffle Day! Did you know that Observable Plot has a built-in waffle mark? Visit the Plot documentation to see examples and learn about helpful options to customize chart units, adjust spacing, round values, and more: buff.ly/WHUKm5f

2 weeks ago 3 1 0 0
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Beyond bar charts: A guide to advanced visualizations A practical guide to alternatives to standard chart types using Observable Plot to build advanced visualizations that can help uncover trends, changes, flow, distribution, and relationships.

Bar charts, line charts, and pie charts are useful and ubiquitous chart types in BI tools, but sometimes they can fall short. Learn about effective, engaging alternatives that are easy to build with Observable Plot:

3 weeks ago 1 1 0 0
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What data teams can learn from journalists about data visualization By thinking more like data journalists, data teams can make their visualizations and dashboards clearer, more targeted, and more useful. In this guide, we unpack practical strategies from data…

🧠 Know your audience. 💾 Understand your data. 📊 Design for interpretability. These lessons from data journalism can help data teams build better data visualizations. Read more:

3 weeks ago 3 0 0 0
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Pi day is tomorrow, which naturally has us thinking about pie charts! Below, explore 8 ways to visualize parts of a whole. Then fork a notebook from the Observable Plot or D3 gallery to build your own.

👉 Plot gallery: buff.ly/csEj326
👉 D3 gallery: buff.ly/XOuxW7f

1 month ago 3 1 0 1
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How data analysts can improve data culture across their organization It’s 2025. Nobody is fighting the idea that data can help companies make better decisions. But recognizing that data culture is good for business, and putting it into practice, are very different…

AI agents are making it easier than ever to explore company data. Broader access makes a strong data culture grounded in learning, transparency, and responsible practices more important than ever. Learn how data teams can lead the way 👇

1 month ago 0 0 0 0
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Different map types reveal insights in unique ways. Explore 10 ways to visualize spatial data, from bubble maps to grid cartograms. Discover a map type that suits your data, then fork an example from the Observable Plot gallery to create your own: buff.ly/csEj326

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A typical choropleth map represents values for a single continuous variable using color. But what if you want to map composition across multiple categories instead? Check out Joe Davies’ ternary choropleth map, which visualizes population age structure based on 3 discrete age bins: buff.ly/mQoRjGV

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Shifting stakeholder expectations in the age of AI-powered analytics Stakeholder expectations around interacting with data are shifting from polished products to on-the-fly insights using AI-powered analytics. Learn how data teams can meet users where they are, while…

AI-powered analysis is changing how and where stakeholders want to interact with data. Read our new post for more on:

🤖 How AI is democratizing data analysis
💡 What this means for stakeholder expectations
🤝 How data teams can meet users where they are, without sacrificing rigor

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When D3 was released in February 2011, it transformed how we build data visualizations for the web and ushered in a new age of unbridled creativity in information design, data journalism, and beyond. Today, it remains the backbone of modern, interactive data viz.

Happy 15th birthday, D3 🎂
d3js.org

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Thanks Jo Wood, for articulating so well what we love about Observable Notebooks!

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Interactive data visualization can bridge disciplines, democratize exploration, and transform how teams think with data. Learn how Dr. Philip Bogden helped oncology researchers move beyond spreadsheets into collaborative, visual analysis that streamlines discovery: buff.ly/XTd6uGI

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Observable's Julio Avalos and Marisa Morby recently chatted about AI's impact and opportunity in data analysis, shifting stakeholder expectations, and the role of advanced data visualization in this new reality. Check it out👇

🎥 Recording: buff.ly/Jn8ng3o
📝 Recap post: buff.ly/9Cdyh4N

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How AI is accelerating data analysis work — and where it’s falling short AI is reshaping workflows across the data analysis and BI landscape. We took a look at where AI is delivering real value for data teams today, where it misses the mark, and how to unlock its full…

AI is fundamentally changing the data analysis and BI landscape. Learn how AI is meaningfully improving data analysis workflows today, where it's falling short, and what it means to operationalize AI responsibly in real-world data teams👇

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Whether you're building a chart from scratch, forking a notebook, or using AI to prototype, it helps to understand the data formats your visualization tools expect.

Learn how to reshape data for Observable Plot & D3, and check out our reusable code snippets: buff.ly/Pna1bVO

1 month ago 9 0 0 0
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Eight underused options to customize charts in Observable Plot Learn about eight useful (and underused!) chart options in Observable Plot that will help you to quickly update the look, feel, and behavior of your data visualizations, without reinventing the wheel.

Observable Plot helps you build expressive, interactive data visualizations with concise and approachable code. Plus, advanced customization options like spatial interpolation, color blend modes, and interactive crosshairs come built-in.

👉 Discover 8 underused Plot options:

2 months ago 5 0 0 1
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Webinar recap: The evolving data analysis landscape A recap of our webinar on the evolving data analysis and BI landscape, covering AI’s impact on analyst workflows, changing, stakeholder expectations, and what’s next for data teams.

Between AI advances and rising stakeholder expectations, the BI and data analysis landscape is changing fast. What can data teams do to adapt? In a recent fireside chat, our CEO and Director of Research unpacked what these changes mean for data teams:

2 months ago 3 0 0 0
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Missed our webinar on the evolving data analysis & BI landscape? Observable’s Director of Research Marisa Morby and co-CEO Julio Avalos discuss AI’s impact and opportunity in data analysis, shifting stakeholder expectations, and why advanced data viz matters. 🎥
buff.ly/cIgk3o2

2 months ago 0 0 0 0
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It's great to move fast in data analysis, but not if that means skipping important steps to ensure your work is accurate and useful. In our new post, we share 4 practical habits to avoid common gotchas in data analysis 👉 buff.ly/aYJqkvW

2 months ago 2 0 0 0
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🔍 Observable AI works transparently so you can inspect and verify AI-generated outputs. See 3 ways we use AI in exploratory data analysis for quick data profiling, data wrangling with text-to-SQL, and drafting interactive charts 👉 buff.ly/aSKDUHg

2 months ago 1 0 0 0
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The evolving data analysis landscape: How data teams can stay competitive in 2026 The data analysis and visualization landscape is currently undergoing a seismic shift. Analysts need tools that can keep pace with ballooning volumes of data in their company’s data warehouse. AI is…

Our webinar on the evolving landscape of data analysis and visualization is tomorrow at 1PM ET / 10AM PT! Register now and bring questions for the live Q&A:

2 months ago 2 0 0 0
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🗺️ Comparing values by region can be tricky with spatial data due to vastly different geographies. Enter the grid cartogram: an engaging map type that represents subregions using uniform tiles, while avoiding overlap. Learn more 👇
buff.ly/D9k4Bq4

2 months ago 1 0 0 0
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Verifiable, spatial AI can help you get you from big, complex data to trusted insights — faster. Learn about Observable's approach to AI 👉 buff.ly/tN3Z6Rq

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The evolving data analysis landscape: How data teams can stay competitive in 2026 The data analysis and visualization landscape is currently undergoing a seismic shift. Analysts need tools that can keep pace with ballooning volumes of data in their company’s data warehouse. AI is…

If you’re on a data team, you’re probably being asked for more insights — faster. AI is reshaping BI & analytics, but it’s not without challenges. Join Observable Co-CEO Julio Avalos and Director of Research Marisa Morby for a conversation on what data teams are learning. Register:

2 months ago 0 0 0 0
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🔮 The BI and analytics landscape is rapidly changing. While we may not be able to precisely predict the future, we have a pretty good sense of where the industry is going. Read our POV and see how you can take advantage of these shifts. buff.ly/j0LWAc4

2 months ago 1 0 0 0
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At Observable, we think rich, interactive charts shouldn’t be limited to expert developers. That’s why the Observable Canvases chart library includes advanced features like visual filtering, responsiveness, and extreme value handling by default.

📈 Learn more 👉 buff.ly/NpzeXwH

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