Set the smart dialing correctly:
Phone Dialer > Options > Smart Dialing: place your country code in this format "+xx" where xx = your country code. For example, for Great Britain it would be "+44".
Now edit out all those the country codes in your contacts of those in your same country.
AND, welcome to the Forums.