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Watch Plotly's recorded webinars for data analytics tips, industry best practices, and real application use cases from practitioners and experts.

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See how to translate Figma designs into maintainable Dash apps with AI agents, MCPs, and your design system. Watch on demand.

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

Plotly Customer Success helps Dash Enterprise teams turn data apps into decisions, with onboarding, architecture guidance, and ongoing support.

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Security at Plotly: Data Protection & Compliance

Explore upcoming Plotly community events, webinars, and conferences worldwide. Connect with data science experts and learn new data visualization skills.

Community Events, Webinars & Conferences | Plotly

From Figma to Dash: Transform Design Mockups into Production Apps | Thank You

Plotly Webinars: Data App Sessions On Demand

Deploy front-ends for machine learning back-ends like PyTorch, Keras, and TensorFlow with custom Life Sciences templates in Dash Enterprise.

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Watch how Cox Automotive turned to Dash Enterprise to solve a critical capacity planning problem across its 50-plus auto auction sites.

Cox Automotive on capacity planning with Dash Enterprise

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CLI Deployment for Dash Apps | Plotly Cloud & Dash Enterprise

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Data App Training & Certification Courses | Plotly

We demonstrate how to transform a Jupyter Notebook into a shareable Python data app using App Studio in Dash Enterprise.

Go from Jupyter Notebook to Python data app fast

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Connect Dashboards & Plotly Studio to Any Data Source | Plotly

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How RA Capital replaced spreadsheets with Plotly

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How Cox Auto drives automotive operations with Dash Enterprise

Analyze and visualize data with AI using Plotly Studio. Available as a standalone app or embedded in your Dash app. Go from raw data to interactive analytics apps and dashboards in minutes.

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Download Plotly Studio for Mac and Windows

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Go from a Claude prompt to a deployed Dash app on Plotly Cloud. Plus App Analytics, quiver traces, and what's new in plotly.py v7 and plotly.js v4.

Chart Studio shut down on October 31, 2025. Recreate everything you built in Chart Studio with Plotly Studio, our agentic chart creation product.

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See how a live data app replaced weekly exports and stale reports. Watch the on-demand recording and learn how to build one for your own team.

Connect energy data and analytical models in Dash Enterprise applications that teams can deploy, govern, and use across operational workflows.

Build Secure Data Applications for the Energy Industry

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Build Financial Analytics Apps with Dash Enterprise

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

Infra, and Modules, and AI, oh my!. Read more from Plotly on building, deploying, and scaling interactive Python data apps.

Read in-depth user stories to see how global customers build, deploy, and scale professional Python data applications with Plotly Dash Enterprise.

Plotly User Stories: How Teams Build Data Apps

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Dashboard Demons Quiz | Rebuild Monster Thank You

The State of Vibe Analytics. Read more from Plotly on building, deploying, and scaling interactive Python data apps. Read more on the Plotly blog.

Add agentic analytics to any Dash app on Plotly Cloud with one toggle. Watch the session to see Plotly Studio Embedded in action.

Webinar: Introducing Plotly Studio Embedded

Build data apps in under a minute with Plotly Studio and Cloud. See real AI-generated apps in healthcare, finance, and more, no coding required.

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We Charted Rob's Spotify History | Thank You

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Build Data Apps Smarter with Plotly AI. Read more from Plotly on building, deploying, and scaling interactive Python data apps.

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

Build Production-Grade Data Apps Your Way | Thank you

Plotly’s brand guidelines outline the visual identity of our brand. Use this page as a starting point if you are creating imagery using the Plotly logo.

Plotly Brand Guidelines: Logos, Colours & Usage

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.

Contact Plotly for product information, technical guidance, and enterprise sales. Let our team help evaluate interactive data solutions for your business.

Contact Sales & Technical Support | Plotly

Build and publish creative AI data apps at Plotly’s Vibe-a-Thon using Plotly Studio and Cloud. Win cash, swag, and show off your analytics skills.

Analytics Vibe-a-Thon: Build AI Data Apps | Plotly

Production-Ready Data Apps at Enterprise Speed. See how Plotly helps data teams build and deploy interactive Python data apps. Read more from Plotly.

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

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

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

Explore backup, restore, and high availability in Dash Enterprise. Learn how to improve application resilience and minimize downtime in production.

Resilient Deployments for Production Applications with Dash Enterprise

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

Dashboard Demons Quiz | Styling Gremlin Thank You

Compare Dash Enterprise, Tableau, Power BI, and Einstein Analytics. See the differences in deployment process, ease of use, security, support, and more.

Dash Enterprise for Python vs Common BI Software

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.

Compare Dash, Posit (Shiny), Streamlit, and Bokeh as low-code UI layers: web protocols, architecture, scalability, and production readiness.

How do Dash, Shiny, Streamlit, and Bokeh compare?

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.

Turn Scientific Models into Decision-Making Tools with Dash | Thank You

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.

Compare Dash, Posit (Shiny), and Streamlit as low-code UI layers for data apps: architecture, scaling behavior, and production trade-offs.

How do Dash, Posit (Shiny), and Streamlit compare?

Plotly teamed up with Databricks to dive deep into how the data science community is putting AI into action!

Plotly Studio Enters the Agentic Era | 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.

Which open-weight models can you run on your own hardware, and how accurate are they? 24 models from our data analytics benchmark, sorted by the memory they need: a 64 GB Mac mini, a 128 GB DGX Spark, a 512 GB Mac Studio, a DGX Station or a GPU server.

Best Local LLMs in 2026: What You Can Run on a Mac mini, DGX Spark or Server

See the Dash apps Plotly Professional Services has shipped so far in 2026, from real-time well monitoring to self-serve analytics, plus lessons learned.

Plotly Professional Services: 2026 Dash Apps and Lessons

A benchmark for whether AI agents can be trusted with data analysis, with results for 26 models on 43 questions against a 20M-row data warehouse.

DataAnalyticsBench: A Data Analytics Benchmark for AI (2026)

Thinking Machines' open-weight Inkling 2 Small scores 39/43 on PlotlyDataAnalyticsBench, the best U.S. open-weight model we've tested. Independent results on accuracy, cost and speed.

Inkling 2 Small Benchmark Results for Data Analysis

Google's Gemini 4 Hydrogen scores 43/43 on PlotlyDataAnalyticsBench, ahead of Gemini 4 Carbon and Argon. Independent results on accuracy, cost and speed.

Gemini 4 Hydrogen Benchmark Results for Data Analysis

How open-weight AI models compare with closed models for data analytics in 2026, based on Plotly's DataAnalyticsBench: accuracy, cost, running on your own hardware, privacy and fine-tuning.

We ran 22 older models, from GPT-4o to GPT-5.6 Sol, through the same data analytics exam as today's models. No model earned an A until July 2026. Now four pass all 43.

Two Years of LLM Progress on Data Analysis

We tested 13 open-weight models from U.S. labs, including Meta, NVIDIA, OpenAI, Google, Reflection AI, Thinking Machines and Ricursive, on real data analysis. How they rank, what they cost, how they were trained, and how they compare to Chinese open models.

Best U.S. Open-Weight Models in 2026: Benchmark Results

Google's Gemini 4 Carbon scores 42/43 on PlotlyDataAnalyticsBench, one point above Gemini 4 Argon. Independent results on accuracy, cost and speed.

Gemini 4 Carbon Benchmark Results for Data Analysis

How to read a dose-response curve: the log dose axis, the 4PL (Hill) fit, EC50 and IC50, Hill slope, potency vs efficacy, and how to make one in Python with Plotly.

Dose-Response Curves: A Complete Guide with 10 Examples (2026)

What the duck curve is, how to read net load by hour, CAISO's duck chart, ramping, curtailment and batteries, with 11 real grid examples and Plotly code.

Duck Curves: A Complete Guide with 11 Examples (2026)

Discover the new collaboration features, customization options, and enhanced control measures in the latest 5.4 Plotly Dash Enterprise release.

Chris Parmer, Plotly Co-Founder and Chief Product Officer, reflects on the future of AI data apps and LLMs in a world of unstructured text.

Dash Club 12: Chris' Reflections on GenAI Dash Apps

Build AI dashboards in Python with Plotly and Dash. Add filters, forecasts, and Studio Embedded chat, then publish on Plotly Cloud or Dash Enterprise.

How to Build AI Dashboards in Python with Plotly

Plotly Studio Embedded, the AI chat you can switch on in any Dash app on Plotly Cloud, now calls the tools your app exposes with @mcp_enabled. Here’s how to use it.

Plotly Studio Embedded Now Calls Your Dash App’s MCP Tools

What a step chart (step line chart) is, when to use one instead of a line chart, how Plotly’s hv, vh, and hvh line shapes place each step, and 10 real examples.

Step Charts: A Complete Guide with 10 Examples (2026)