--- title: Building a Modern Dashboard with Python and Gradio description: A comprehensive guide to building an interactive sales performance dashboard using Gradio, a Python library for creating web applications. The tutorial covers... canonical: https://daily.dev/posts/building-a-modern-dashboard-with-python-and-gradio-azzmdgu0j twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Building a Modern Dashboard with Python and Gradio | daily.dev og:description: A comprehensive guide to building an interactive sales performance dashboard using Gradio, a Python library for creating web applications. The tutorial covers... og:url: https://daily.dev/posts/building-a-modern-dashboard-with-python-and-gradio-azzmdgu0j og:image: https://api.daily.dev/og/posts/AzZmdGu0J.png og:image:alt: Building a Modern Dashboard with Python and Gradio 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. # Building a Modern Dashboard with Python and Gradio **[Towards Data Science](https://daily.dev/sources/tds)** · 15 min read · 52 upvotes · 3 comments ## Summary A comprehensive guide to building an interactive sales performance dashboard using Gradio, a Python library for creating web applications. The tutorial covers setting up Gradio, processing CSV data with Pandas, implementing filtering capabilities, generating visualizations with Matplotlib, and creating a responsive interface with key metrics, charts, and data tables. The dashboard allows users to filter by date ranges and product categories while displaying revenue trends, top products, and raw data dynamically. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@chaitanyakumar30** · 0 upvotes > very slow application --- Tags: [#data-visualization](https://daily.dev/tags/data-visualization), [#gradio](https://daily.dev/tags/gradio), [#pandas](https://daily.dev/tags/pandas), [#python](https://daily.dev/tags/python) [View this post on daily.dev](https://daily.dev/posts/building-a-modern-dashboard-with-python-and-gradio-azzmdgu0j) ```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":"Building a Modern Dashboard with Python and Gradio","url":"https://daily.dev/posts/building-a-modern-dashboard-with-python-and-gradio-azzmdgu0j","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/building-a-modern-dashboard-with-python-and-gradio-azzmdgu0j"},"datePublished":"2025-06-04T23:23:21.966Z","dateModified":"2026-04-10T02:14:50.563Z","description":"A comprehensive guide to building an interactive sales performance dashboard using Gradio, a Python library for creating web applications. The tutorial covers...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/61f903544d9336ba8f7b8c787a857249?_a=AQAEulh","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/61f903544d9336ba8f7b8c787a857249?_a=AQAEulh","isAccessibleForFree":true,"articleSection":"Towards Data Science","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":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":3,"discussionUrl":"https://daily.dev/posts/building-a-modern-dashboard-with-python-and-gradio-azzmdgu0j","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":52},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":3}],"keywords":"data-visualization,gradio,pandas,python","timeRequired":"PT15M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"Building a Modern Dashboard with Python and Gradio"}]} {"@context":"https://schema.org","@type":"WebPage","@id":"https://daily.dev/posts/building-a-modern-dashboard-with-python-and-gradio-azzmdgu0j","comment":[{"@type":"Comment","text":"very slow application","datePublished":"2025-06-30T12:57:11.548Z","url":"https://daily.dev/posts/AzZmdGu0J#c-rwumUzP0g","author":{"@type":"Person","name":"Chaitanya Kumar","url":"https://daily.dev/chaitanyakumar30","image":"https://media.daily.dev/image/upload/s--_757WNct--/f_auto/v1759730595/avatars/avatar_FGnF5xaEO8qrHL21zOxTA?_a=BAMAK+ZW0"}}]} ```