--- title: “Data Visualization” a beaten up topic with a Twist- Ep1 description: The article discusses different charting libraries and their capabilities for data visualization. It covers bar charts, stacked bar charts, and group bar... canonical: https://daily.dev/posts/data-visualization-a-beaten-up-topic-with-a-twist--ep1-gqw4j6gu4 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: “Data Visualization” a beaten up topic with a Twist- Ep1 | daily.dev og:description: The article discusses different charting libraries and their capabilities for data visualization. It covers bar charts, stacked bar charts, and group bar... og:url: https://daily.dev/posts/data-visualization-a-beaten-up-topic-with-a-twist--ep1-gqw4j6gu4 og:image: https://api.daily.dev/og/posts/gqw4J6Gu4.png og:image:alt: “Data Visualization” a beaten up topic with a Twist- Ep1 og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # “Data Visualization” a beaten up topic with a Twist- Ep1 **[Medium](https://daily.dev/sources/medium_js)** · 3 min read · 0 upvotes · 0 comments ## Summary The article discusses different charting libraries and their capabilities for data visualization. It covers bar charts, stacked bar charts, and group bar charts using matplotlib, seaborn, and plotly. It provides observations for each chart type in terms of code required, interactivity, and customization options. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#python](https://daily.dev/tags/python), [#data-analysis](https://daily.dev/tags/data-analysis), [#data-visualization](https://daily.dev/tags/data-visualization), [#matplotlib](https://daily.dev/tags/matplotlib), [#plotly](https://daily.dev/tags/plotly) [View this post on daily.dev](https://daily.dev/posts/data-visualization-a-beaten-up-topic-with-a-twist--ep1-gqw4j6gu4) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"“Data Visualization” a beaten up topic with a Twist- Ep1","url":"https://daily.dev/posts/data-visualization-a-beaten-up-topic-with-a-twist--ep1-gqw4j6gu4","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/data-visualization-a-beaten-up-topic-with-a-twist--ep1-gqw4j6gu4"},"datePublished":"2023-11-01T23:46:18.540Z","dateModified":"2023-10-29T23:45:48.813Z","description":"The article discusses different charting libraries and their capabilities for data visualization. It covers bar charts, stacked bar charts, and group bar...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/052a0da2ed8d1c1d53ff0756180ee7a6?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/052a0da2ed8d1c1d53ff0756180ee7a6?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Medium","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Medium","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/medium","url":"https://daily.dev/sources/medium_js"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/data-visualization-a-beaten-up-topic-with-a-twist--ep1-gqw4j6gu4","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,data-analysis,data-visualization,matplotlib,plotly","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Medium","item":"https://daily.dev/sources/medium_js"},{"@type":"ListItem","position":3,"name":"“Data Visualization” a beaten up topic with a Twist- Ep1"}]} ```