R: graph for text clustering

I have a dataframe as shown below,

    access  data    report  data$Week_No    data$Region
1    4       0        0       Week_3         Pacific
2    0       0        1       Week_3         Pacific
3    0       0        0       Week_3         Pacific
4    4       0        0       Week_3         Pacific
5    7       0        1       Week_3         Pacific
6    8       0        2       Week_3         Australia
7    0       0        2       Week_4         Singapore
8    2       0        1       Week_4         Kiribati
9    0       0        2       Week_1         Singapore
10   0       0        1       Week_1         Hong Kong

      

        
        
        
      

    

I want to plot this x and y axis as $ Week_No data and $ Region data where access, data and report are displayed as rows. Can I convert numbers to decimal values ​​and then plot them? I tried different ways to achieve this, but the result is not satisfactory, I called this , and came up with this graph

Can I achieve better results with this kind of graphical representation , Please help me with this, thanks