What you learned

Introduction to Data Visualization with Plotly in Python

Alex Scriven

Data Scientist

Chapter 1

 

  • The Plotly figure
  • Univariate plots such as box plots and histograms
  • Styled plots using color

 

Histogram example

Introduction to Data Visualization with Plotly in Python

Chapter 2

 

  • Bivariate visualizations such as scatterplots and bar plots
  • Customized your plots further with:
    • Hover information and legends
    • Annotations
    • Custom plot axes

 

Hover over scatterplot

Introduction to Data Visualization with Plotly in Python

Chapter 3

 

  • Advanced customization:
    • Subplots of same or different types
    • Layering multiple plots on the same chart
    • An introduction to time buttons

 

line chart with buttons

Introduction to Data Visualization with Plotly in Python

Chapter 4

 

Using interactive elements:

  • Buttons
  • Dropdowns
  • Sliders

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Dropdown housing prices

Introduction to Data Visualization with Plotly in Python

What next?

Dash dashboard

Building Dashboards with Dash and Plotly

Introduction to Data Visualization with Plotly in Python

Thank you!

Introduction to Data Visualization with Plotly in Python

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