This rmarkdown document has been created using the airquality data set available in RStudio. The main aim of this independent project is to explore the use of box plots with notches and violin plots for exploratory data analysis.

Generally for descriptive statistics boxplots is used to denote graphically data of the different groups. Notched box plots are similar to the normal box plots but visually they are more appealing and simple to understand. Violin plots on the other hand help in display of variability of data along with the way the data has been distributed along the values.

Building a dataframe for EDA

We initailly created a data frame that contains all the variables that we need for our visual presentation of data using the airquality data set.

Analysis of Ozone Variability

Analysis of Solar Variability

Analysis of Wind Variability

Analysis of Temperature Variability