After using dbscan package I was given with the following output .

dbc <- fpc::dbscan(final_data, eps = 0.14, MinPts = 4)

> print(dbc)

dbscan Pts=8124 MinPts=4 eps=0.14

output:

0

8124

note: my data set has 23variables with different levels.i just converted them into factors and then numeric. getting following plot. any help would be appreciated. https://drive.google.com/open?id=11fBQ-kNvQByCYi3fkh50Le0ElSEs6M0P