County Country_code Region_Name Income MIT2003 MIT2004 MIT2005 mean_MIT2003 mean_2004 mean_2005

Aruba ABW Latin America & the Carribean High 60.6 58.5 62.5
Afghanistan AFG South Asia Low 20 20 20.5

So above is my data set in this form. I have data on marginal tax rate for a couple of years by country. I created a mean variable by region for all the years ( for e.g. mean_MIT2003).
I want to put the data in the following way:
Reg_Name 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
East Asia & Pacific 36.967 36.333 36.2 36 35.667 35.6 34.8 34.567 34.4 34.6 31.324 31.324 29.886 30.682 30.787 30.247
Europe & Central Asia 37.17 35.879 34.855 34.956 34.151 32.984 32.526 32.988 32.895 33.277 31.883 32.117 31.661 31.807 32.408 32.28
Latin America & The Caribbean 26.445 26.386 26.062 26.004 27.085 27.615 27.747 28.303 27.747 28.392 27.776 27.776 27.933 27.878 28.391 28.732
Middle East & North Africa 14.917 15.25 15.25 15.25 14 13.917 13.833 13.917 12.583 12.833 16.933 16.933 16.933 16.813 17.031 17.031
North America 21.333 21.333 21.333 21.333 21.333 21.333 21.333 21.333 21.333 21.333 22.867 22.867 22.867 24.2 24.2 23.333
South Asia 25 25 26.25 26.25 23.75 23.75 23.75 23.75 23.75 23.75 24.598 25.598 25.598 24.108 24.308 25.976
Sub - Saharan Africa 29.817 29.817 29.244 28.672 29.27 27.881 26.805 27.005 26.732 28.696 31.059 31 31.361 31.079 31.524 31.286
So that I can create a twoway connected graph as attached.

Should I reshape the data? Can someone help please. Thank you.