In this project, I have performed basic Exploratory Data Analysis functions on the Palmer Penguins dataset using base R commands and the libraries - tidyverse, ggplot2 and corrplot.
Base R commands:
- Head function (default and custom)
- Tail function (default and custom)
- Dimensions function
- Strucutre function
- Dropping Columns
- Dropping Rows
- Finding and Dropping Missing Values
Tidyverse functions:
- Count function
- Summarize function
- Group By function
- Filter function
- Arrange function
GGplot2 functions:
- Scatter Plot
- Line Chart
- Bar Plot
- Histogram
- Colour Parameter
- Size Parameter
- Shape Parameter
- Labeling the Visualization
Corrplot functions:
- Correlation Heatmap