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Plotly Real-Time Data Visualization

Transform data into interactive visual stories with Plotly & Dash!

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Plotly Real-Time Data Visualization

3 Modules

Course Curriculum

3 Modules · 8 Chapters · 8 Topics · 68 Sub-topics

Introduction to Plotly

1 Topics

Getting Started with Plotly

6 Sub-topics

What is Plotly and Why Use It

Installing Plotly

Plotly Architecture Overview

First Plot with Plotly

Understanding Plotly Rendering Modes

Plotly vs Other Visualization Libraries

Plotly Express Fundamentals

1 Topics

Plotly Express Basics

6 Sub-topics

Introduction to Plotly Express

Understanding the Simple API

Working with DataFrames

Color Scales and Color Mapping

Faceting and Trellis Plots

Built-in Datasets in Plotly

Data Integration

1 Topics

Data Source Integration

10 Sub-topics

Working with Pandas DataFrames

NumPy Array Integration

JSON Data Handling

CSV File Data Loading

Excel File Integration

SQL Database Connections

API Data Fetching and Plotting

Real-Time Data Streaming

Large Dataset Handling

Data Preprocessing for Plotly

Interactivity Features

1 Topics

Interactive Controls

11 Sub-topics

Hover Information Customization

Click Events and Interactions

Selection and Highlighting

Zoom and Pan Controls

Buttons and Dropdowns - Part 1 (Basics)

Buttons and Dropdowns - Part 2 (Advanced)

Sliders for Animation Control

Range Sliders and Selectors

Custom Modebar Buttons

Double-Click Behavior

Dragging and Resizing Elements

Animations

1 Topics

Animation Techniques

10 Sub-topics

Animation Basics with Plotly Express

Frame-Based Animations

Animation Settings and Controls

Transition Smoothness

Animated Scatter Plots

Animated Bar Chart Races

Animated Line Charts

Animated Maps

Custom Animation Frames

Exporting Animations

Integration with Dash Applications

1 Topics

Dash Integration

7 Sub-topics

Plotly in Dash Components

Callback-Based Updates

Live Updating Plots

Cross-Filtering Between Plots

Dash Bootstrap Components with Plotly

Store Components for Data Sharing

Client-Side Callbacks with Plotly

Performance Optimization

1 Topics

Optimization Techniques

9 Sub-topics

Reducing Figure Size

Data Decimation Techniques

WebGL for Large Datasets

Scattergl for Performance

Trace Visibility Management

Update Methods Efficiency

Memory Management

Render Performance Tips

Browser Performance Considerations

Troubleshooting and Common Issues

1 Topics

Problem Solving

9 Sub-topics

Figure Not Displaying Issues

Performance Problems

Data Format Errors

Styling Conflicts

Export Issues

Browser Compatibility

Jupyter Notebook Issues

Debugging Techniques

Error Message Interpretation

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Plotly Real-Time Data Visualization

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Plotly Real-Time Data Visualization

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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