What is Plotly Studio?

Plotly Studio is an AI-native data analytics platform that generates interactive apps in minutes, featuring agentic AI and natural language prompting to explore data and iterate on Python-backed apps.

What is Plotly Cloud?

Plotly Cloud is the fastest way to publish Dash and Plotly Studio apps, enabling one-click deployment with zero code changes or server configuration, and supporting team collaboration.

Are Plotly Cloud and Plotly Studio free to use?

Yes, the Free plan allows you to explore Plotly Studio and publish your first app, including a trial credit grant and access to core features with some limitations. More credits can be added after the trial.

What are credits used for?

Credits in Plotly Studio are used for building and editing apps, connecting to data sources, exploring AI-suggested data analyses, and sharing apps privately with stakeholders.

Can I use Plotly.js with other frameworks?

Yes, Plotly.js can be integrated with various frameworks, including React, Angular, and Vue.js. There are also dedicated libraries like React Plotly.js for easier integration with React applications.

How do I handle large datasets with Plotly.js?

For large datasets, use WebGL-based charts (scattergl) and consider data aggregation or sampling techniques to reduce the number of data points being rendered.

Plotly JavaScript

Plotly JavaScript | Find AI List

Use Cases

Real-time Monitoring of Sensor Data

Visualizing and analyzing real-time data streams from sensors to identify anomalies and trends.

VIEW EXECUTION STEPS

Connect sensors to a data stream.

Use Plotly.js to create a line chart that updates in real-time with incoming data.

Implement event handlers to trigger alerts when data exceeds predefined thresholds.

Deploy the chart in a web application for continuous monitoring.

Interactive Exploration of Financial Data

Allowing users to explore financial data, such as stock prices and trading volumes, interactively.

VIEW EXECUTION STEPS

Load financial data into a Plotly.js chart.

Create interactive elements, such as range sliders and zoom functionality, to allow users to explore different time periods and zoom in on specific data points.

Implement custom tooltips to display additional information when hovering over data points.

Deploy the chart in a web application for users to access.

Creating Statistical Charts for Research Papers

Generating publication-quality statistical charts for inclusion in research papers.

VIEW EXECUTION STEPS

Load statistical data into Plotly.js.

Create box plots, histograms, and other statistical charts to visualize the data.

Customize chart appearance to meet publication requirements.

Export the chart as an SVG or PNG image for inclusion in the research paper.

Building Data Apps for Clinical Trial Analysis

Accelerating clinical trial enrollment and saving costs by analyzing trial data in interactive data apps.

VIEW EXECUTION STEPS

Load clinical trial data into Plotly Studio.

Use Plotly Studio's AI-powered features to explore the data and identify key insights.

Create interactive dashboards with Dash to visualize trial enrollment rates and patient outcomes.

Deploy the data app to Plotly Cloud for secure access by clinical trial stakeholders.

Hazard Exposure Reduction in Manufacturing

Reducing hazard exposure and improving safety in manufacturing facilities.

VIEW EXECUTION STEPS

Collect data on hazard exposure levels from sensors in the manufacturing facility.

Use Plotly.js to create interactive charts that visualize hazard exposure levels over time.

Implement alerts to notify workers when hazard exposure levels exceed safe thresholds.

Deploy the charts in a web application for continuous monitoring by safety personnel.

Plotly JavaScript

About Plotly JavaScript

Core Capabilities

Main Tasks

Data Visualization

Interactive Charting

Statistical Analysis

What this tool is best suited for

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Key Features

WebGL Acceleration

Declarative Chart Definition

AI-Powered Data Analysis in Plotly Studio

Dash Integration

Custom Chart Events

Use Cases

Real-time Monitoring of Sensor Data

Interactive Exploration of Financial Data

Creating Statistical Charts for Research Papers

Building Data Apps for Clinical Trial Analysis

Hazard Exposure Reduction in Manufacturing

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