I have created a variable diainac_df, which includes combined data for %diabetic and %inactive which also includes data of FIPS, COUNTY, YEAR and STATE, this dataset has 1370 rows(length).
And generated a smooth histogram for %Diabetic to analyse the data points.
and calculated the basic statistics mean : 7.628832, median : 7.45, Standard deviation : 1.016278, Skewness : 0.658616, shows that the distribution is right-skewed or positively skewed, on the left side of the distribution.
Kurtosis : 4.130265 shows the distribution has more data points clustered around the mean.
Found these to analyse the data like, where the most of data is presented, kurtosis describes the shape of the data and to pick the right analysis methods and to explore the data efficiently.