Intro

Plotly Express

DataFrame Header

Finding Unique Elements

Specify Axes Ranges

Coloring by Categorical Variable

Porosity vs. Permeability Scatter Plot

Spread of Data

3D Scatter Plot

Conclusion

Invoke the Scatter Plot

Fix these Labels

Marginal Plots

Trending Line

Introduction to Plotly Scatter Plots

Setup & Overview

Data Preparation & Imports

Basic Scatterplot Implementation

Advanced Customization (Color & Size)

Faceted Visualization Techniques

3D Scatterplot Creation

Wrap-up & Next Steps

Intro

Getting into the notebook

Simple scatter plot

Encoding color

Encoding opacity

Marginal plot histogram

Subsampling

Contour Plot

Closing

Data Used

The Code

Creating the Figure

The Play Button

Creating your own Plot

Tip of the Week

Syntax

The Sizing and Spacing of Your Plot

The 3d Scatter Plot

Definition

Mean Line

Bar Chart

Line Chart

Rolling Average

Scatter Plot

Pie Chart

Histogram

Add the Rolling Average

Introduction

Scatter Plots

Grouped Histograms

Violin and Box Plots

Summary Plots: Mean and Standard Deviation

Understanding px.histogram vs px.bar

Stacked Bar Charts

Percent Stacked Bar Charts

Clustered Bar Charts

Time Series Plots

Bubble Charts

Facet Plots

Conclusion

What you will learn

Goal of tutorial

the Data

the Code

Fundamental 1- Creating the 3D plot

Fundamental 2- Styling the 3D plot

Fundamental 3- Animation of 3D plot

Fundamental 4- Sharing your plot with others via HTML

Fundamental 5- Do's and Dont's of 3d plotting

Build the Map

Default Zoom

Map Box Styles

What we're Going to Learn

Data used

App Layout

RangeSlider

Callback Decorator

Filtering the Data

Coding the Scatter Plot

End Result

Animated Bar Chart

Animated Scatter Chart

Python Data Visualization Guide for Plotly Bubble Maps, Scatterplots, Line Plots and Beyond!

Recap of the previous video on Pandas dataframe commands for deforestion

Installing Python package (plotly) using pip

Loading in dataframe and adding new columns

Quick Intro to Plotly Open Source Graphing Library in Python

Plot Scatterplots in Plotly in Python

Plot Line Charts in Plotly in Python

Plot Bubble Map Charts in Plotly in Python (and adding animation)

Intro

Loading Data

Pandas Scatter Plot

Scatterplot with Regression Line

Customizing the Scatter Plot

Seaborn LM Plot

Change the Color Palette

Change Markers

Pair Plot

Conclusion

Update Layout

Customize Marker Color by Spaces

Add Color Coding Based on the Spaces

Create the Scatter Plot

Sort the Data

Intro

Creating Django model from the data

Loading CSV data with a Django management command

Fetching database records in Django view

Creating and rendering a scatter plot with Plotly and Django

Filtering data and colour-coding scatter plot by Education Status

Showing data distributions with Plotly box-plots

Grouping and aggregating Django QuerySets with Conditional Expressions

Django ORM When and Case expressions

Introduction to Plotly

Real-world uses

Installing Plotly

Importing modules

Core concepts overview

First line plot example

Creating a bar chart

Making a scatter plot

Multi-line plots

Customizing labels and legends

Scatter plots with color and size

Building a histogram

Creating a pie chart

Combining line and bar in one figure

Facet plots for grouped data

Interactive plots with dropdowns

Handling missing values

Error handling with wrong column names

Displaying plots in notebooks

Best practices and tips

Building an interactive dashboard

Dashboard review and conclusion