Overview of Data Visualization- ### The Purpose
The point of a visualization is to communicate its data in a quick and meaningful w...
COURSE
Data Visualization with R
The key objective of any data science project is to use automated methods to analyze massive amounts of data and to extract knowledge from it. This puts data visualization at the forefront of any data science project.
You will learn about various types of charts and tables to present the data in a quick, understandable and meaningful way.
You we also will learn about how to create data visualizations using base graphics ggplot2 in R.
- ### Bar Chart and Column Chart A Bar Chart or Bar Graph can be only used to compare values. It pres...
- A Line Chart or Line Graph is the most popular type of the data visualization. It displays informati...
- ### Pie Chart The Pie Chart is essentially a circle divided into sectors. The area of each item ref...
- Scatter charts show the relationships among the numeric values in several data series, or between tw...
- A Box Plot is a convenient way of graphically depicting groups of numerical data through their quart...
- ### Japanese Candlestick Chart Japanese Candlestick is a type of financial charts, the modification...
- ### Treemap Treemaps display hierarchical data by using nested rectangles, that is, smaller rectang...
- The advent of data science has opened doors to making discoveries from data in new and innovative wa...
- If you want to plot a graph in R for your own consumption, it is pretty easy and you can generally d...
- R comes with many built-in datasets which are quite useful while learning R. To begin learning the b...
- When you start analyzing a new dataset, your first requirement would be to know the variables in the...
- Let's say you have Sales Orders data for a sports equipment manufacturer and you want to plot the Re...
- In R, we can create a bar plot using the `barplot()` function. A Bar Plot or Bar Graph is primarily ...
- In R, we can create a line plot using the same `plot()` function by adding a plot type of "l". This ...
- It's a common scenario to plot multiple datasets together on a single graph. For example, we may wan...
- We've already seen how we can enhance the plots created in R by adding title, axis labels, legends, ...
- We have already learned about how we can create meaningful data visualizations in R using the Base G...
- We know that the grammar of a language is a set of rules that explain how words are used in a langua...
- To learn data visualization with `ggplot2` in R, we will be making use of various datasets. However,...
- In ggplot2 package, we use the `ggplot()` function to create a fully customized data visualization. ...
- Faceting refers to splitting the data into multiple subsets and then displaying plots for the specif...
- ### ggplot2 - Aestheitics Generally when we talk about aesthetics, we talk about the attributes of ...
- Apart from scatter and bar charts, another popular type of chart that is frequently used in financia...
- R has become very popular not just because of its data visualization capabilities but also its abili...
- `stat_summary` is a unique statistical function and allows a lot of flexibility in terms of specifyi...
- Faceting is a very useful visualization technique that allows you to create multiple versions of the...
- The coordinate system of a plot refers to the space on which the data is plotted. The coordinate sys...
- The themes layer is used to style all the non-data ink of the plot, i.e., all the visual elements th...
LESSONS
When to Use Bar Chart, Column Chart, and Area Char...
What is Line Chart and When to Use It
What are Pie Chart and Donut Chart and When to Use...
How to Read Scatter Chart and Bubble Chart
What is a Box Plot and How to Read It
Understanding Japanese Candlestick Charts and OHLC...
Understanding Treemap, Heatmap and Other Map Chart...
Visualization in Data Science
Graphic Systems in R
Accessing Built-in Datasets in R
How to Create a Scatter Plot in R
Create a Scatter Plot in R with Multiple Groups
Creating a Bar Chart in R
Creating a Line Chart in R
Plotting Multiple Datasets on One Chart in R
Adding Details and Features to R Plots
Introduction to ggplot2
Grammar of Graphics in ggplot
Data Import and Basic Manipulation in R - German C...
Create ggplot Graph with German Credit Data in R
Splitting Plots with Facets in ggplots
ggplot2 - Chart Aesthetics and Position Adjustmen...
Creating a Line Chart in ggplot 2 in R
Add a Statistical Layer on Line Chart in ggplot2
stat_summary for Statistical Summary in ggplot2 R
Facets for ggplot2 Charts in R (Faceting Layer)
Coordinates in ggplot2 in R
Changing Themes (Look and Feel) in ggplot2 in R
