There are several datasets in RStudio that you can use for practice. Mtcars dataset is actually Motor Trend Car Road Tests Report that includes several variables, such as number of cylinders, miles per gallon etc. Besides this one, there are others, like the dataset that contains information about trees, their age and circumference. You can see the first few rows and columns of these datasets below:
## mpg cyl disp hp drat wt qsec vs am gear carb
## Mazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4
## Mazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4
## Datsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1
## Hornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1
## Hornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2
## Valiant 18.1 6 225 105 2.76 3.460 20.22 1 0 3 1
## Tree age circumference
## 1 1 118 30
## 2 1 484 58
## 3 1 664 87
## 4 1 1004 115
## 5 1 1231 120
## 6 1 1372 142
Using RStudio, you can create some kind of plots that can be used for different purposes, such as scatter plots, box plots, pie charts etc. We will make one of them just to present how they can look like
Example 1: Scatter plot
Using RStudio you can even create a map with your own popups,
highlights, number of earthquakes, etc.
Example 2: A map
By using RStudio you can create datasets and different kinds of graphs, according to your goals. You can create plots, maps, interactive shiny dashboards etc. There are a lot of programs for making codes and data analyzing, but RStudio is easy to use, accessible and free. That’s why it is the first choice for many people around the World. I would be happy to be one of its users!