%subscribers = { "user_001" = { "name" => "sam", "age" => "13", "color" =>['red','blue'] "item"=>{ "old" =>['PC','pen'], "new" =>['tap','car'] }, "user_002" = { "name" => "ali", "age" => "54", "color" =>['red','null','green'] "item"=>{ "old" =>['phone','TV'] }, "user_003" = { "name" => "foo", "age" => "02", "item"=>{ "old" =>[''] }, .... } } #[our data are more nasty and complex]