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Plotly Graph Objects Mastery

Master Plotly Graph Objects. Create stunning interactive visualizations effortlessly!

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Plotly Graph Objects Mastery

3 Modules

Course Curriculum

3 Modules · 8 Chapters · 8 Topics · 69 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

Plotly Graph Objects Deep Dive

1 Topics

Graph Objects Architecture

8 Sub-topics

Understanding Graph Objects Structure

Figure and Data Objects

Layout Object Configuration

Traces and Trace Types

Creating Plots from Scratch with Graph Objects

Updating Figure Properties

Adding and Removing Traces

Graph Objects vs Plotly Express

Subplots and Multiple Plots

1 Topics

Multiple Plot Layouts

9 Sub-topics

Creating Simple Subplots

Subplot with Different Chart Types

Shared Axes in Subplots

Secondary Y-Axes

Inset Plots

Custom Subplot Layouts

Subplot Titles and Annotations

Make_subplots Function Deep Dive

Combining Plotly Express with Subplots

Advanced Customization Techniques

1 Topics

Advanced Customization

10 Sub-topics

Custom Hover Templates

Advanced Annotations

Custom Tick Labels

Logarithmic and Other Axis Scales

Multiple Colorbars

Custom Legends

Grouped Legends

Subplot Annotations

Dynamic Title Updates

Conditional Formatting

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

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

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Plotly Graph Objects Mastery

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Plotly Graph Objects Mastery

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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