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YouTube

Plotly Tutorial

Derek Banas via YouTube

Overview

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Learn to create beautiful static and animated charts with Plotly in this comprehensive tutorial video. Master the entire Plotly API through numerous real-world examples, covering line plots, scatter plots, pie charts, histograms, box plots, 3D visualizations, maps, and more. Gain hands-on experience with styling, querying data, and creating advanced visualizations like density heatmaps, choropleth maps, and animated plots. Perfect for data scientists and machine learning enthusiasts looking to enhance their data visualization skills.

Syllabus

Intro.
What is Plotly?.
Installation.
Imports.
Basics.
Line Plots.
Built-in Datasets.
Multiple Plots.
Styling Plots.
Style Grids.
Query Data.
Scatter Plots.
Pie Charts.
Colormaps.
Histograms.
Box Plots.
Violin Plots.
Density Heatmap.
3D Scatter Plots.
3D Line Plots.
Scatter Matrix.
Map Scatter Plot.
Choropleth Maps.
Polar Chart.
Ternary Plot.
Facets.
Animated Plots.

Taught by

Derek Banas

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