Data Visualization | Towards Data Science https://towardsdatascience.com/category/data-science/data-visualization/ Publish AI, ML & data-science insights to a global community of data professionals. Tue, 01 Jul 2025 18:00:03 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Data Visualization | Towards Data Science https://towardsdatascience.com/category/data-science/data-visualization/ 32 32 An Introduction to Remote Model Context Protocol Servers https://towardsdatascience.com/an-introduction-to-remote-model-context-protocol-servers/ Tue, 01 Jul 2025 17:59:44 +0000 https://towardsdatascience.com/?p=606471 Writing, testing and using them.

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]]> Implementing IBCS rules in Power BI https://towardsdatascience.com/implementing-ibcs-rules-in-power-bi/ Tue, 01 Jul 2025 17:13:01 +0000 https://towardsdatascience.com/?p=606469 Is there a way to use the out-of-the-box features of Power BI to be IBCS compliant?

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]]> From Reporting to Reasoning: How AI Is Rewriting the Rules of Data App Development https://towardsdatascience.com/from-reporting-to-reasoning-how-ai-is-rewriting-the-rules-of-data-app-development/ Tue, 01 Jul 2025 16:00:08 +0000 https://towardsdatascience.com/?p=606408 Explore the shift from static reports to intelligent apps with our first ebook.

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]]> From Pixels to Plots https://towardsdatascience.com/from-pixels-to-plots/ Mon, 30 Jun 2025 16:53:16 +0000 https://towardsdatascience.com/?p=606458 How I built an AI-powered prototype to turn images into insights

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]]> Building A Modern Dashboard with Python and Taipy https://towardsdatascience.com/building-a-modern-dashboard-with-python-and-taipy/ Mon, 23 Jun 2025 21:06:57 +0000 https://towardsdatascience.com/?p=606390 A guide to building a front-end data application.

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]]> Animating Linear Transformations with Quiver https://towardsdatascience.com/animating-linear-transformations-with-quiver/ Wed, 18 Jun 2025 19:27:47 +0000 https://towardsdatascience.com/?p=606348 A useful tool in your quiver

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]]> How I Automated My Machine Learning Workflow with Just 10 Lines of Python https://towardsdatascience.com/how-i-automated-my-machine-learning-workflow-with-just-10-lines-of-python/ Fri, 06 Jun 2025 13:11:46 +0000 https://towardsdatascience.com/?p=606226 Use LazyPredict and PyCaret to skip the grunt work and jump straight to performance.

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]]> 5 Crucial Tweaks That Will Make Your Charts Accessible to People with Visual Impairments https://towardsdatascience.com/5-crucial-tweaks-that-will-make-your-charts-accessible-to-people-with-visual-impairments/ Fri, 06 Jun 2025 12:39:46 +0000 https://towardsdatascience.com/?p=606220 More than 350 million people are colorblind - Make sure they can read your visualizations.

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]]> The Dangers of Deceptive Data Part 2–Base Proportions and Bad Statistics https://towardsdatascience.com/the-dangers-of-deceptive-data-part-2-base-proportions-and-bad-statistics/ Fri, 09 May 2025 04:04:24 +0000 https://towardsdatascience.com/?p=605956 An accessible dive into correlation, base proportions, summary statistics, and uncertainty.

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]]> Real-Time Interactive Sentiment Analysis in Python https://towardsdatascience.com/real-time-interactive-sentiment-analysis-in-python/ Thu, 08 May 2025 01:34:29 +0000 https://towardsdatascience.com/?p=605944 How to visualize sentiment using a procedural smiley face in Python with OpenCV and Tkinter

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]]> Make Your Data Move: Creating Animations in Python for Science and Machine Learning https://towardsdatascience.com/make-your-data-move-creating-animations-in-python-for-science-and-machine-learning/ Tue, 06 May 2025 20:02:54 +0000 https://towardsdatascience.com/?p=605920 Go beyond static plots with matplotlib.

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]]> Publish Interactive Data Visualizations for Free with Python and Marimo https://towardsdatascience.com/publish-interactive-data-visualizations-for-free-with-python-and-marimo/ Fri, 14 Feb 2025 16:00:00 +0000 https://towardsdatascience.com/?p=597851 Working in data science, it can be hard to share insights from complex datasets using only static figures. All the facets that describe the shape and meaning of interesting data are not always captured in a handful of pre-generated figures. While we have powerful technologies available for presenting interactive figures — where a viewer can rotate, filter, […]

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]]> How to Create Network Graph Visualizations in Microsoft PowerBI https://towardsdatascience.com/how-to-create-network-graph-visualizations-in-microsoft-powerbi/ Fri, 07 Feb 2025 06:18:15 +0000 https://towardsdatascience.com/?p=597517 Microsoft PowerBI is a one of the most popular business intelligence (BI) tools, and while it has all the features you need to create dynamic analytic reporting for stakeholders across the business, creating some advanced data visualizations is more challenging. This article will walk through how to create large network graph visualizations in Microsoft PowerBI […]

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]]> Awesome Plotly with code series (Part 9): To dot, to slope or to stack? https://towardsdatascience.com/awesome-plotly-with-code-series-part-9-to-dot-to-slope-or-to-stack-bcf8523287f2/ Sun, 02 Feb 2025 23:02:04 +0000 https://towardsdatascience.com/awesome-plotly-with-code-series-part-9-to-dot-to-slope-or-to-stack-bcf8523287f2/ Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.

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]]> Visualize Data Streams in Python https://towardsdatascience.com/visualize-data-streams-in-python-b3c91a2d4d7c/ Fri, 31 Jan 2025 13:02:03 +0000 https://towardsdatascience.com/visualize-data-streams-in-python-b3c91a2d4d7c/ Plotting continuous real-time data with deque

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]]> Water Cooler Small Talk, Ep 7: Anscombe’s Quartet and the Datasaurus https://towardsdatascience.com/water-cooler-small-talk-ep-7-anscombes-quartet-and-the-datasaurus-09a143400320/ Mon, 27 Jan 2025 17:52:11 +0000 https://towardsdatascience.com/water-cooler-small-talk-ep-7-anscombes-quartet-and-the-datasaurus-09a143400320/ Why descriptive statistics aren't enough and plotting your data is always essential

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]]> Showcasing Soaring Wildfire Counts With Streamlit and Python: A Powerful Approach https://towardsdatascience.com/showcasing-soaring-wildfire-counts-with-streamlit-and-python-a-powerful-approach-e759b3da1a77/ Sat, 18 Jan 2025 15:02:15 +0000 https://towardsdatascience.com/showcasing-soaring-wildfire-counts-with-streamlit-and-python-a-powerful-approach-e759b3da1a77/ Analyzing historical wildfire trends in Canada with public data

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]]> Charts, Dashboards, Maps, and More: Data Visualization in the Spotlight https://towardsdatascience.com/charts-dashboards-maps-and-more-data-visualization-in-the-spotlight-67d71ddf6614/ Thu, 16 Jan 2025 14:31:58 +0000 https://towardsdatascience.com/charts-dashboards-maps-and-more-data-visualization-in-the-spotlight-67d71ddf6614/ Our weekly selection of must-read Editors' Picks and original features

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]]> Awesome Plotly with Code Series (Part 8): How to Balance Dominant Bar Chart Categories https://towardsdatascience.com/awesome-plotly-with-code-series-part-8-how-to-balance-dominant-bar-chart-categories-d6d292e81587/ Tue, 14 Jan 2025 16:02:06 +0000 https://towardsdatascience.com/awesome-plotly-with-code-series-part-8-how-to-balance-dominant-bar-chart-categories-d6d292e81587/ Discover the #1 strategy to handle skyscraper bars in your charts

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]]> Easy Map Boundary Extraction with GeoPandas https://towardsdatascience.com/easy-map-boundary-extraction-with-geopandas-7ee1465e1344/ Tue, 07 Jan 2025 15:01:47 +0000 https://towardsdatascience.com/easy-map-boundary-extraction-with-geopandas-7ee1465e1344/ How to visualize country borders with Python

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