Plotly is based on Tioh’tia:ke, commonly known in English as Montreal Island, in Kanien’ke-há:ka, the “Place of the People of the Flint” (the Kanien’kéha).

Plotly is committed to making the tech industry more accessible to people from different cultures, as well as using and encouraging the use of our technology for anti-racist efforts. For our complete land acknowledgement and resources to learn about settlement and contribute to Indigenous activism, visit our About Us page.

Plotly Europe Ltd is registered in England and Wales and is a wholly owned subsidiary of Plotly Technologies Inc. Registered company number 13807119. VAT number 439 0816 82. The Registered address is 10 John Street, London WC1N 2EB.

Explore the new agentic workflow in Plotly Studio. ➡️ Register for the overview session.

Sub Nav Item: Solutions

Industries

No-code data app builder, backed by Plotly Dash and graphing libraries

Build interactive analytics apps in Python

Create interactive charts in Python and JavaScript

Publish Dash and Studio apps for individuals and across teams

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. 

SOLUTIONS

AWS with Plotly

100%

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

Plotly Studio Enters the Agentic Era | Thank You

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

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

Plotly Community Events, Webinars, and Conferences

Getting Started with Plotly Studio | 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

Register for 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.

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

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

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

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.

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

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

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

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

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

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

v8qnxzorpelathymkduw6sijcfrbgnxtovqzplmreuyakshd

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.

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

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

Dash is a framework for building data apps in Python. Dash Enterprise simplifies the development and deployment process in a secure, scalable environment.

Dash Enterprise | Data App Platform for Python

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.

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

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.

Have a question about Plotly or want to know how to get started? Share feedback in this form, and a member of the our team will get in touch soon.

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

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.

k9xulvretqzomnapshydr6wobfexgtilcu7rajpvenqskmlyd

xqv9rplmzentharvoidrixulquar7nexilpryzmatoklevorixshundalv3qnoreltthrixawoventuldrasqen

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.

Go from data exploration to actionable insight faster. Schedule a demo to learn how Plotly enables powerful, customizable, interactive data apps.

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

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 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

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

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.

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

Dashboard Demons Quiz | Styling Gremlin Thank You

Dashboard Demons Quiz | Breakage Bug Thank You

Dashboard Demons Quiz | Update Imp Thank You

Manual refreshes, broken connections, and endless styling requests drain your team’s time. Discover the six dashboard debt demons and how many hours they cost each week.

Dashboard Demons Quiz | Refresh Demon Thank You

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

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

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

Discover how to publish Dash applications for teams and enterprises. The Plotly Publishing Playbook covers quick sharing, secure deployments, real-time data, compliance, and lessons from leading organizations.

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

Learn how Plotly Studio connects to Google Sheets so you can build and publish interactive data apps dynamically and securely with AI.

Connect Google Sheet Data to your Data App with Plotly Studio

Thomas Weber from EMBL shares how Depicto, built with Dash, helps researchers turn bioinformatics pipeline outputs into interactive dashboards.

Plotly Hangout featuring Thomas Weber, Research Fellow of Molecular Biology

See how Plotly Studio connects to Databricks SQL warehouses to build and publish interactive dashboards using natural language prompts.

Connect Databricks to your Data App with Plotly Studio

Learn about modern, shareable AI analytics with Plotly Studio and Cloud.

Turn Excel data into an interactive Dash app with pandas, Plotly, and AG Grid. Upload, map, and explore your data in real time.

Build a Data App with Excel, pandas and Python

Build a Dash app with Polars, Excel, and Python. Learn how to upload, visualize, and filter data interactively with maps and AG Grid.

Build a Data App with Excel, Polars and Python

Join Plotly’s State of Vibe Analytics webinar to explore AI-driven insights from developers, data scientists, and analysts shaping the future of data visualization and analytics.

Access a curated selection of user stories, white papers, and how-to guides from data science experts and industry leaders. Start your data app journey today.

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

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.

Plotly Dash Embedded: Build Data Apps, Deploy Anywhere 

From shiny new components to smarter defaults, our latest updates to Dash Design Kit make your apps look polished without the CSS headaches.

Updates to Dash Design Kit for Good-Looking Data Apps

By leveraging these best practices and the provided code, you can harness the power of Sankey Diagrams to gain insights from data. Learn more in this Plotly article.

We’ve rebuilt Dash Core Components from scratch. Explore Dash 4’s new in-house design, featuring superior accessibility and refined interaction patterns.

Dash Core Components Gets a Design-Driven Refresh with Dash 4

Plotly.js now has multi-axis shapes and plot-wide hover/click events. These charting features are ideal for drilling and subsurface analytics dashboards.

Two New Plotly.js Features That Change How You Build Multi-Panel Charts

Learn why hosting and publishing your Dash apps with Plotly Cloud is easier, faster, and better than other hosting options for web-based analytics.

The Best Way to Publish and Host Your Plotly Dash Apps in 2026

AWS with Plotly

Build. Deploy. Scale.