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Statistical Visualization Expert

Transform data into visual insights. Become a statistical visualization expert today!

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Statistical Visualization Expert

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

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

Statistical Analysis Visualizations

1 Topics

Statistical Analysis Charts

8 Sub-topics

Regression Lines and Fits

Confidence Intervals

Marginal Plots

Facet Grids for Analysis

Statistical Annotations

Time Series Decomposition Plots

Residual Plots

Q-Q Plots

Scientific and Technical Charts

1 Topics

Scientific Visualizations

9 Sub-topics

Heatmaps

Correlation Matrices

Dendrograms

Ternary Plots

Radar Charts

Polar Charts

Wind Rose Charts

Carpet Plots

Contour Plots with Projections

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

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

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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Statistical Visualization Expert

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Statistical Visualization Expert

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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