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Plotly Express Mastery

Create stunning interactive visualizations that make data speak and careers soar!

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Intermediate

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Plotly Express 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

Basic Chart Types

1 Topics

Fundamental Charts

8 Sub-topics

Line Charts

Scatter Plots

Bar Charts - Part 1 (Vertical Bars)

Bar Charts - Part 2 (Horizontal and Grouped Bars)

Area Charts

Pie Charts

Donut Charts

Funnel Charts

Statistical Charts

1 Topics

Statistical Visualizations

10 Sub-topics

Histograms

Box Plots

Violin Plots

Strip Plots

Density Heatmaps

Contour Plots

2D Histograms

Distribution Plots

Error Bars and Error Bands

Rug Plots

Geographic and Map Visualizations

1 Topics

Geographic Data Visualization

10 Sub-topics

Scatter Maps with Geo Coordinates

Choropleth Maps - Part 1 (Country Level)

Choropleth Maps - Part 2 (Regional Level)

Density Mapbox

Bubble Maps

Line Maps for Routes

Mapbox Integration

OpenStreetMap Integration

Custom Map Styles

Geographic Projections

Styling and Customization - Part 1 (Colors and Themes)

1 Topics

Color and Theme Management

8 Sub-topics

Color Scales and Palettes

Custom Color Sequences

Continuous Color Scales

Discrete Color Scales

Built-in Themes

Creating Custom Themes

Template Management

Dark Mode Implementation

Styling and Customization - Part 2 (Layout and Design)

1 Topics

Layout Customization

10 Sub-topics

Title Customization

Axis Formatting and Styling

Grid Customization

Margins and Padding

Background Colors

Fonts and Typography

Legend Positioning and Styling

Hover Label Customization

Annotations and Text

Shapes and Lines Overlay

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

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Plotly Express Mastery

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Plotly Express Mastery

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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