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Geographic Data Visualization

Map the world with data—become a geographic visualization expert now!

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Geographic Data Visualization

3 Modules

Course Curriculum

3 Modules · 8 Chapters · 8 Topics · 71 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

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

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

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

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

Best Practices and Design Principles

1 Topics

Visualization Best Practices

10 Sub-topics

Chart Type Selection Guidelines

Color Usage Best Practices

Accessibility in Visualizations

Mobile-Responsive Plots

Storytelling with Data

Dashboard Layout Principles

Performance Best Practices

Code Organization for Plotly Projects

Version Control for Visualizations

Documentation Standards

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Geographic Data Visualization

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Geographic Data Visualization

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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