Data description

Create the dataset

Summary statistics

 State_Board        Scholarships_2017_18 Scholarships_2018_19
 Length:30          Min.   :    0.0      Min.   :    0.0     
 Class :character   1st Qu.:  264.5      1st Qu.:  267.8     
 Mode  :character   Median : 2676.5      Median : 2453.0     
                    Mean   : 4284.2      Mean   : 3689.4     
                    3rd Qu.: 7668.8      3rd Qu.: 5943.2     
                    Max.   :14443.0      Max.   :14200.0     
 Scholarships_2019_20 Scholarships_2020_21
 Min.   :    0        Min.   :    0.0     
 1st Qu.:  373        1st Qu.:  242.2     
 Median : 3022        Median : 4806.5     
 Mean   : 4951        Mean   : 5345.4     
 3rd Qu.: 8992        3rd Qu.: 9789.8     
 Max.   :14132        Max.   :13956.0

Check for missing value

         State_Board Scholarships_2017_18 Scholarships_2018_19 
                   0                    0                    0 
Scholarships_2019_20 Scholarships_2020_21 
                   0                    0

Summary statistics

   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
    0.0   264.5  2676.5  4284.2  7668.8 14443.0 
   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
    0.0   267.8  2453.0  3689.4  5943.2 14200.0 
   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
      0     373    3022    4951    8992   14132 
   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
    0.0   242.2  4806.5  5345.4  9789.8 13956.0

Univariate Analysis

Histogram of the dataset

Bivariate Analysis: Scatterplots to explore relationships between years

Scholarships in 2017-18 vs 2018-19

Multivariate Analysis: Pairwise plot to examine relationships between all years

Pairwise plot to examine relationships between all years

Box plot