You need to enable JavaScript to run this app.
Blog
Courses
QBits
Consulting
Team
Facebook
LinkedIn
Twitter
Login
|
Signup
Blog
Courses
QBits
Consulting
1
Why data visualization is important
2
Create a scatter plot with ggplot
3
Specify additional aesthetics for points
4
Create a line graph with ggplot
5
Create your first bar chart
Introduction to R
Course Dashboard
Login
|
Signup
Quiz: Visualization Phase
For which phases is data visualization important in the data science workflow?
Communication of Results.
Detection of outliers.
Explorative Data Analysis (EDA).
Submit
Previous
Table of Contents
Why data visualization is important
Why data visualization is important
Skip
Get started with your free account.
Free exercises and quizzes
Save your course progress
Learn new skills
Open as Full Page
Support:
support@quantargo.com
Login
Signup
First Name
Last Name
(Optional)
Email
Password
Signup
Sign in with Google
Sign in with Facebook
Home
Blog
Courses
QBits
Consulting
Team
Data Visualization with ggplot2
1
Why data visualization is important
Recipe
Introduction to data visualization
Quiz: Visualization Phase
Available Plot Types
Quiz: Distribution Comparison Plots
Introducing: ggplot2
Quiz: ggplot2 Facts
2
Create a scatter plot with ggplot
Recipe
Introduction to scatter plots
Quiz: Scatter Plot Facts
Specifying a dataset
Exercise: Specify the gapminder dataset
Specifying a geometric layer
Quiz: Scatter Plot Layers
Creating aesthetic mappings
Exercise: Visualize the “cars” dataset
Exercise: Visualize the Gapminder dataset
3
Specify additional aesthetics for points
Recipe
Adding more plot aesthetics
Quiz: geom_point() Aesthetics
Adjusting point color
Exercise: Reconstruct Gapminder graph
Exercise: Create a colored scatter plot with DavisClean
Adjusting point size
Exercise: Create a Gapminder scatter plot using size
Setting global aesthetics: transparency
Quiz: Gapminder Plot
Exercise: Reproduce Gapminder scatter plot
4
Create a line graph with ggplot
Recipe
Introduction to line graphs
Quiz: Line Graphs
Creating a simple line graph
Exercise: Plot life expectancy of Brazil
Adding more lines
Exercise: Compare life expectancy
Exercise: Compare populations
Quiz: Malformed Plot
5
Create your first bar chart
Recipe
Introduction to bar charts
Creating a simple bar chart
Exercise: Plot life expectancy by country
Filling bars with color
Exercise: Plot population size by country
Stacked bar charts
Exercise: Plot number of crimes by US states
Home
Blog
Courses
QBits
Consulting
Team
Get started with your free account.
Free exercises and quizzes
Save your course progress
Learn new skills
Open as Full Page
Support:
support@quantargo.com
Login
Signup
First Name
Last Name
(Optional)
Email
Password
Signup
Sign in with Google
Sign in with Facebook
Data Visualization with ggplot2
1
Why data visualization is important
Recipe
Introduction to data visualization
Quiz: Visualization Phase
Available Plot Types
Quiz: Distribution Comparison Plots
Introducing: ggplot2
Quiz: ggplot2 Facts
2
Create a scatter plot with ggplot
Recipe
Introduction to scatter plots
Quiz: Scatter Plot Facts
Specifying a dataset
Exercise: Specify the gapminder dataset
Specifying a geometric layer
Quiz: Scatter Plot Layers
Creating aesthetic mappings
Exercise: Visualize the “cars” dataset
Exercise: Visualize the Gapminder dataset
3
Specify additional aesthetics for points
Recipe
Adding more plot aesthetics
Quiz: geom_point() Aesthetics
Adjusting point color
Exercise: Reconstruct Gapminder graph
Exercise: Create a colored scatter plot with DavisClean
Adjusting point size
Exercise: Create a Gapminder scatter plot using size
Setting global aesthetics: transparency
Quiz: Gapminder Plot
Exercise: Reproduce Gapminder scatter plot
4
Create a line graph with ggplot
Recipe
Introduction to line graphs
Quiz: Line Graphs
Creating a simple line graph
Exercise: Plot life expectancy of Brazil
Adding more lines
Exercise: Compare life expectancy
Exercise: Compare populations
Quiz: Malformed Plot
5
Create your first bar chart
Recipe
Introduction to bar charts
Creating a simple bar chart
Exercise: Plot life expectancy by country
Filling bars with color
Exercise: Plot population size by country
Stacked bar charts
Exercise: Plot number of crimes by US states
Feedback
Send Feedback
Why data visualization is important
Not collected
Why data visualization is important
Why data visualization is important
Introduction to data visualization
Why data visualization is important
Quiz: Visualization Phase
Why data visualization is important
Available Plot Types
Why data visualization is important
Quiz: Distribution Comparison Plots
Why data visualization is important
Introducing: ggplot2
Why data visualization is important
Quiz: ggplot2 Facts
Why data visualization is important
Create a scatter plot with ggplot
Not collected
Create a scatter plot with ggplot
Create a scatter plot with ggplot
Introduction to scatter plots
Create a scatter plot with ggplot
Quiz: Scatter Plot Facts
Create a scatter plot with ggplot
Specifying a dataset
Create a scatter plot with ggplot
Exercise: Specify the gapminder dataset
Create a scatter plot with ggplot
Specifying a geometric layer
Create a scatter plot with ggplot
Quiz: Scatter Plot Layers
Create a scatter plot with ggplot
Creating aesthetic mappings
Create a scatter plot with ggplot
Exercise: Visualize the “cars” dataset
Create a scatter plot with ggplot
Exercise: Visualize the Gapminder dataset
Create a scatter plot with ggplot
Specify additional aesthetics for points
Not collected
Specify additional aesthetics for points
Specify additional aesthetics for points
Adding more plot aesthetics
Specify additional aesthetics for points
Quiz: geom_point() Aesthetics
Specify additional aesthetics for points
Adjusting point color
Specify additional aesthetics for points
Exercise: Reconstruct Gapminder graph
Specify additional aesthetics for points
Exercise: Create a colored scatter plot with DavisClean
Specify additional aesthetics for points
Adjusting point size
Specify additional aesthetics for points
Exercise: Create a Gapminder scatter plot using size
Specify additional aesthetics for points
Setting global aesthetics: transparency
Specify additional aesthetics for points
Quiz: Gapminder Plot
Specify additional aesthetics for points
Exercise: Reproduce Gapminder scatter plot
Specify additional aesthetics for points
Create a line graph with ggplot
Not collected
Create a line graph with ggplot
Create a line graph with ggplot
Introduction to line graphs
Create a line graph with ggplot
Quiz: Line Graphs
Create a line graph with ggplot
Creating a simple line graph
Create a line graph with ggplot
Exercise: Plot life expectancy of Brazil
Create a line graph with ggplot
Adding more lines
Create a line graph with ggplot
Exercise: Compare life expectancy
Create a line graph with ggplot
Exercise: Compare populations
Create a line graph with ggplot
Quiz: Malformed Plot
Create a line graph with ggplot
Create your first bar chart
Not collected
Create your first bar chart
Create your first bar chart
Introduction to bar charts
Create your first bar chart
Creating a simple bar chart
Create your first bar chart
Exercise: Plot life expectancy by country
Create your first bar chart
Filling bars with color
Create your first bar chart
Exercise: Plot population size by country
Create your first bar chart
Stacked bar charts
Create your first bar chart
Exercise: Plot number of crimes by US states
Create your first bar chart
Introduction to R
Go to Course Dashboard
Data Visualization with ggplot2
Badge locked
Table of Contents
