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Build interactive analytics apps in Python

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Platform for Dash, Studio, and other data apps inside your organization's infrastructure

Cloud computing leader, Amazon Web Services (AWS), seamlessly supports the development and deployment of data applications on Dash Enterprise. Reliable infrastructure makes AWS a trusted partner for building and scaling data-driven apps with Plotly.

View the Plotly Dash documentation or access the resources below to get started. 

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AWS with Plotly

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Plotly Dash Enterprise is on the AWS Marketplace. Learn how you can deploy Dash data apps on AWS for faster actions and data insights.

Plotly Dash Enterprise on AWS Marketplace

By examining trends in data and AI adoption across more than 10,000 global Databricks customers, Databricks names Plotly the Top Data & AI Product of 2024.

Plotly is the #1 data and AI product of 2024

S&P Global's rapid development and evolution of Workbench Data Applications derived from massive, aggregated datasets with Plotly, AWS, and Databricks.

S&P Global Market Intelligence Powers 'Workbench Data Apps' Commercial Offering using Plotly with Databricks

Here's how financial technology company Intuit achieved 50% faster experiments with Python and Dash Enterprise, increasing analyst productivity.

Intuit Reduces Experiment Runtime More Than 50% with Dash Enterprise

Read how Expand Energy strategically implemented Dash Enterprise and AWS to address challenges related to real-time drilling data visualizations and secure mobile access.

Expand Energy Creates Real-Time Data Applications for Mission-Critical KPIs using Dash Enterprise

The U.S. National Renewable Energy Laboratory (NREL) is a leader in the effort to develop more efficient and cost-effective ways of harnessing wind energy with Dash Enterprise. Read the story.

National Renewable Energy Laboratory Mobilizes Dash for Wind Turbine Wake Research

Principal Asset Management’s Real Estate Data Strategy and Analytics (DSA) team built a real estate forecasting system with multiple models, AI summaries, and data apps to support investment decisions.

Principal Asset Management builds a scalable real estate forecasting platform with Plotly, AWS, and Snowflake

Largest independent European asset management firm ensures premium service with fit-for-purpose data analytics systems spanning six gigawatts of renewable sites globally with Dash apps and AWS.

WPO Leads Renewable Energy Asset Management with Dash and AWS

U.S. Food Tech startup sees 10x scalability of molecular screening pipeline and 10x internal customer reach through Dash app deployment to scientific and business stakeholders.

Pairwise Accelerates Food and Tech Innovation with Python and Dash Enterprise

A U.S. power provider adopts advanced analytics for nuclear plant efficiency and safety. With Dash Enterprise and AWS, the power provider’s analytics group has developed two data apps designed to enhance nuclear plant operations.

Federal Power Provider Saves Time and Costs on Nuclear Site Operations and Maintenance With Dash Enterprise

Fetch created more than 25 complex, self-serve data applications hosted on AWS for its Analytics Hub platform with Plotly Dash, Snowflake data warehouse, and an in-house custom Python package.

Fetch Integrates Plotly Dash With Snowflake to Power a Comprehensive Self-Service Analytics Platform

Property managers see between 10% and 40% revenue increases thanks to the PriceLabs platform’s predictive pricing guidance, prospective market analytics, and portfolio performance monitoring.

PriceLabs creates custom platform for vacation property management analytics

A digital pharmaceutical company takes fast action with Dash to visualize thousands of drug compound results in the wake of COVID-19.

Dash Enterprise in the Fight Against COVID-19

Martin Engineering develops data applications to help its customers monitor industrial bulk material handling equipment in disparate geographies such as mines and ports, facing challenges due to power and cost constraints.

Martin Engineering Optimizes Customer Site Up-time and Safety with Predictive Maintenance and Remote Monitoring Applications

NovaLabs developed a commercial SaaS offering (CliqScale.R) using Dash as the application framework, running on an AWS instance to explore 3D visualizations of reactor simulation models with user-defined settings.

NovaLabs Facilitates Access to Leading CFD Methodology for Stirred Reactor Scaling Using Plotly Dash

With numerous career trajectories, making large-scale improvements to attract and develop top talent can be daunting. Here’s how Vanguard leverages data products to get insights quickly.

Vanguard innovates people analytics using Python and Dash

Uber shares the story of tackling steaming analytics in real time with Redis, AWS Fargate, and the Plotly Dash framework.

Uber enables streaming, real-time analytics with Redis, Fargate, and Dash

Experience the latest in cloud innovation with technologies like generative AI and analytics transforming industries.

AWS Summit Toronto in Canada

Learn how competitive decisions and efficient operations are powered by interactive, dynamic LLM-powered data apps with Plotly Dash Enterprise for Gen AI and ML.

Plotly for Gen AI and ML

Use EC2 for compute power and S3 for storage to ensure your Dash apps can handle workloads of any size. View the Dash documentation to learn more.

Build and scale Dash apps on AWS with EC2 and S3

Run and manage your Dash apps in Kubernetes clusters with Amazon EKS for scalable and secure containerization. Check out the AWS documentation for more.

Deploy and manage Dash apps in containers using EKS

Connect Dash to Redshift for data analytics or use SageMaker and Bedrock to build and deploy machine learning models within your Dash apps. Read the AWS blog to explore further possibilities.

Integrate advanced analytics and AI with Dash

Use Plotly’s Dash web app framework with AWS (EC2, S3, EKS, RDS, Aurora, Redshift, and more) for at-scale production data apps.

Millions of data teams trust Plotly for interactive data visualization. From open source graphing libraries to production data apps and AI-native analytics, explore what your team can build.

Interactive Data Visualization & Data Apps | Plotly

Have questions about Plotly? Contact our team for product information, technical guidance, or help evaluating solutions for your organization.

Find the right Plotly pricing plan, from self-serve analytics to full enterprise deployment. Compare pricing, features, and support, for AI data analysis at any scale.

Watch this exclusive webinar on Plotly Studio’s Agentic Mode and discover how AI-powered, chat-based workflows enable multi-source analysis and full-scale data app creation.

Read in-depth user stories and examples of how Plotly customers build, deploy, and scale professional data applications with Dash Enterprise.

We love connecting with the data community, in-person and online! Explore upcoming Plotly community events, webinars, and conferences around the world.

Calendar: Plotly Community Events, Webinars, and Conferences

Introducing Dash MCP + Building Dash Apps with Coding Agents | Thank You

Build interactive analytics apps and data visualizations with Plotly Studio. Use AI agents to go from data to Plotly dashboards. Try Plotly Studio for free.

Plotly Studio | AI-Powered Data Apps & Interactive Analytics

Data science and analytics best practices, trends, success stories, and expert-curated tutorials for modern data teams and leaders.

Dash is the open-source Python framework for building interactive data apps and dashboards — no HTML, CSS, or JavaScript required. Free, MIT-licensed. pip install dash. 

Dash | The Open-Source Python Framework for Data Applications

Plotly Community Events, Webinars, and Conferences

Contact Plotly sales for pricing, licensing, enterprise plans, and product information. Learn how Plotly helps teams build secure, scalable data applications and analytics solutions.

Plotly's company culture focuses on autonomy, trust, and data. Join the high-impact team pioneering analytic innovation and leading the data app industry.

Leverage Plotly's library of recorded webinars to learn data analytics tips, industry best practices, and application use cases from data analytics experts.

Watch Plotly’s on-demand webinar on Dash MCP and AI coding agents. Learn how Claude, Cursor, and Codex can build production-ready Dash apps with MCP tools, callbacks, and live demos.

Introducing Dash MCP + Building Dash Apps with Coding Agents

Learn about Plotly, the data visualization company headquartered in Montreal, and how we're building smarter data experiences for everyone, powered by AI.

Discuss your use case with a Plotly expert. Learn how industry leaders are solving the toughest challenges with custom data apps powered by Plotly Studio, Plotly Cloud, and Dash Enterprise.

Discover how Plotly helps organizations build and deploy interactive data applications. Get a personalized demo tailored to your use case and business goals.

Request a custom Plotly quote for your team. Get pricing for secure, scalable data and AI applications, enterprise deployments, and professional services.

Plotly Professional Services are experts in delivering future-proof data apps. From custom development to workshops, they can support your analytics needs.

Professional Services | Consulting, Training, & Open-Source Development

With the right design direction, Dash can become far more than a data tool. It can power elegant, premium web applications that feel modern, immersive, and consumer-ready.

Pushing Plotly Dash Beyond Default Design

Deploy Dash apps to Plotly Cloud or Dash Enterprise via CLI. Built for AI agents like Claude Code & Cursor to ship, monitor, and govern apps from the terminal.

CLI Deployment for Dash Apps | Plotly Cloud & Dash Enterprise

Build, deploy, and scale professional data applications with airtight security, for confident, data-driven decisions across the organization.

Getting Started with Plotly Studio | Thank You

Chris Parmer, Chief Product Officer and co-founder of Plotly, walks through Plotly’s journey and vision for shipping data apps.

Plotly’s story — data apps for everyone

Combined with Python, Plotly Dash delivers interactive, customizable data apps. Explore examples in a wide range of industries and advanced analytic needs.

How to use the new Python package, dash-social-signin, to add social sign-in to a Dash app.

Plotly Studio Enters the Agentic Era | Thank You

How to measure the concentration of banking through Plotly visualizations such as the line plot, scatter plot, and the treemap.

Visualizing the Concentration of Banking with Plotly

Learn Plotly Studio in a guided session. Explore key features, see real examples, and get live guidance to build confident, compelling data visualizations.

Accelerate data app development with Plotly AI. Learn AI-assisted visualization, LangChain-powered insights, and industry-specific applications in finance, sports, and oil & gas.

Build Production-Grade Data Apps Your Way

How gold price movements might look when explored through different visual perspectives, using Plotly.

The Golden Trilogy: From Standard to Stunning with Plotly

Learn how Dash Enterprise helps teams deploy, manage, and scale Dash apps with enterprise security, centralized administration, and streamlined workflows.

Create interactive charts in Python and JavaScript with Plotly — 70+ chart types, from scientific to financial. Open-source, MIT-licensed. pip install plotly.

Plotly | Interactive Charts for Python & JavaScript

Discover the Plotly Studio agentic workflow: chat with your data, generate insights, build Dash apps, and deploy interactive analytics with AI.

Watch this overview of Plotly's graphing libraries and learn to build interactive charts and data apps in Python and JavaScript with a clean, customizable API.

The go-to source for education on data visualization and data analysis

Plotly Cloud lets you deploy, host, and share Dash apps without Docker. Publish interactive data apps fast with built-in CI/CD and access control.

Dash Enterprise is the self-hosted platform for deploying Python data apps at scale. SOC 2 + ISO certified, Kubernetes-native, built for regulated environments.

Dash Enterprise | On-Prem Platform for Python Data Apps

Easy-to-follow video tutorials and practical insights from data science experts to help you master Plotly for interactive Python data apps.

Plotly Videos | Explore, Learn, Visualize

Plotly Cloud is a platform to securely and instantly publish Dash apps through simple drag-and-drop, eliminating infrastructure complexity for collaborative data analytics.

Connect to Databricks data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

Connect to Google BigQuery data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

Connect to Oracle Database data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

Discover how Plotly Studio connects to Power BI semantic models to build custom, AI-powered data apps without viewer limits or vendor lock-in.

Take Your Power BI Models Beyond the Static Dashboard

Locate your connection strings in Fabric, create a Service Principal in Azure, and connect your data to Plotly Studio

How to Connect Plotly Studio to Microsoft Fabric

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Capture point-in-time snapshots of modeling work and generate custom PDF reports with Dash Snapshot Engine. Save analysis states via shareable links for easy collaboration.

Embed Dash apps into existing systems with a single line of code. Supports bidirectional communication and SSO token passing for secure integration.

Take Your Power BI Models Beyond the Static Dashboard | Thank You

Learn how Dash OAuth Connections enables secure pass-through authentication for Dash Enterprise apps with Databricks, Entra ID, and Snowflake.

Connect to Microsoft SQL Server data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

Connect Microsoft SQL Server to Plotly Studio

Connect to Snowflake data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

Connect to MotherDuck data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

Connect to PostgreSQL data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

We Charted Rob's Spotify History | Thank You

Connect to MySQL data from Plotly in minutes. Step-by-step setup guide with credentials, LLM prompts, and troubleshooting tips for analysts and data teams.

See how to turn Spotify data into an interactive analytics app using AI-assisted development, from Plotly Studio to Dash Enterprise Workspaces to production deployment.

Connect any data source to your BI dashboards and data apps. This guide covers what data sources are, how they work, and how to connect databases, warehouses, and APIs for accurate and high-impact insights.

Data Sources 101 | Connect Your Dashboards to Any Data Source

A smarter, faster way to build what BI never could | Thank you

Any App, Any Scale: The Plotly Publishing Playbook | Thank You

Download Plotly Studio for MacOS and Windows and start building stunning AI-generated data apps in minutes.

Your 60-second guide to building data apps with Plotly Studio. Drag, refine, and publish apps to Plotly Cloud or Enterprise in one click.

Introduction to Plotly Studio in 60 seconds

Plotly Cloud is a tool to publish and share Dash data apps with drag-and-drop ease. Set custom URLs, configure permissions, and share links in minutes.

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Learn how Plotly Cloud enables enterprises to host Dash apps across the organization with integrated authentication, central team management, and enterprise libraries.

An overview of Plotly Cloud for enterprise teams

With the new updates to Dash Design Kit, build sophisticated layouts with blocks, cards, and rows. Includes 30+ enhanced components like advanced dropdowns, date pickers, and sliders.

Watch a quick overview of Dash Design Kit. You'll learn how to style Dash apps without CSS or HTML. Export custom themes and get automatic mobile responsiveness out of the box.

Dash Enterprise is a platform for deploying production-grade Dash data apps with IDP integration, real-time monitoring, built-in IDE, and centralized admin controls. Watch the video overview.

A data engineering workflow that scrapes large commercial bank data from the Federal Reserve, transforming it through an ETL pipeline and applying linear regression with scikit-learn.

Learn to build an application 100% in Python, using Plotly Dash and the community extension Dash Mantine Components.

Learn basic principles related to responsive design, see examples, and find links to useful overviews and solutions with Dash, Plotly, and Bootstrap.

Responsive Design with Plotly, Dash, Bootstrap and AI

Learn the different ways to connect data to your dashboards: CSV, Excel, JSON files, PostgreSQL, MS SQL Server, and more.

Building a Python Dashboard that Connects to your Data

Learn how to stretch Dash beyond traditional data dashboards to handle real-time audio streaming.

From Voice-Controlled AI Agents to Flappy Bird

Learn how to integrate a Scikit-learn NLP model into a Dash app and how to link cosine similarity logic with callbacks for real-time recommendations.

How to Integrate Scikit-learn and DMC into a Plotly Dash App

Use Plotly Dash for a live dashboard that incorporates Geospatial Pipelines with PostgreSQL PostGIS and Google Cloud Platform.

Building a Real-Time Snow Conditions Dashboard with Plotly Dash

As a category-defining leader in enabling data-driven decisions, Plotly is frequently featured in the news. Explore recent articles, podcasts, and blog posts.

Discover the latest updates in Dash Enterprise, Dash Open Source, and Plotly Graphing Library — new product features, enhancements, and more

Discover Dash Enterprise 6, a Kubernetes-native platform for deploying secure Python data apps with AI development, CI/CD integration, and enterprise controls.

Introducing Dash Enterprise 6.0: Production-Ready Data Apps at Enterprise Scale

Introducing Dash Enterprise 6.0 | Thank You

Please see more details on Plotly's privacy policy, including information collected, security, retention, international visitors, and third-party services.

You love building analytics apps with Dash, now discover how to share it at scale with Plotly Cloud. See the hosting, security, and enterprise features that take your Dash apps from draft to shared insights with confidence.

Meet Plotly Cloud: Dash Apps as a Team Sport

Meet Plotly Cloud: Dash Apps as a Team Sport | Thank You

Explore the new, production-ready Plotly Studio with AI-native analytics, live data connectivity, and seamless Dash Enterprise deployment.

The New Plotly Studio: AI-first business intelligence and analytics

Explore Plotly Studio's latest upgrades: data connections, auto-refresh, chart exploration, workflows, and in-app docs for faster insights.

Fresh Look, Fresh Data: What's new in Plotly Studio

Learn to scale data applications with the right publishing strategy, workflow tips, and real-world case studies in this expert Plotly webinar.

Any App, Any Scale: The Plotly Publishing Playbook

Dashboard Demons Quiz | Filter Phantom Thank You

Beat the Breakage Bug and eliminate dashboard debt. Learn how data teams use Plotly Studio to build faster, more reliable analytics.

Dashboard Demons Quiz | Rebuild Monster Thank You

Beat the Refresh Demon and eliminate dashboard debt. Learn how data teams use Plotly Studio to build faster, more reliable analytics.

Plotly.py, our graphing libraries, reached an incredible milestone: 500 million lifetime package downloads from PyPi. Read the blog to learn more.

How to optimize your development environment and strategy to build high-quality Dash applications using the latest agentic workflows.

At the 2025 Data + AI Summit, one trend was clear: data teams are shifting towards interactive, agentic analytics. Here's how Plotly is leading that shift.

2025 Data + AI Summit: Plotly Recap and Reflections

With one argument, your Dash app becomes an MCP server that any agent can call.

Dash MCP: Turn Your Dash App Into a Tool for AI Agents

The Dash documentation now exposes a Model Context Protocol (MCP) server, so your agent reads the latest documentation every time.

Learn to use FastAPI or Quart backend with Dash 4.2 instead of the Flask backend.

Dash 4.2: Choose Your Backend — FastAPI and Quart Support

Learn to design effective interactive graphics and Plotly sites using insights from UX, web design, and data journalism for better user insights.

Standing on Many Shoulders to Design Effective Interactive Graphics

How resource constrained teams can publish analytic results with interactive Plotly graphics using free tools, simple infrastructure, and minimal bureaucracy.

Publishing analytic results in Plotly at resource-constrained organizations

How to stream live data in Dash apps with WebSocket Callbacks.

Plotly Studio's agentic analytics workflow is now available. Ask a question, get a live chart, report, or Dash app, all in a single session connected to your data.

Plotly Studio: The agentic workflow where your data is front and center

Pre-compute expensive queries on a schedule and serve cached results instantly to every user with Dash Enterprise's @schedule decorator.

Pre-Compute Once, Serve Instantly with Dash Enterprise @schedule Decorator

Learn how to embed Plotly Dash apps in Salesforce, portals, and more with one codebase. Handles authentication and cross-domain integration.

AWS with Plotly

Build. Deploy. Scale.