Border history: Estonia is related to Latvia.
Language: Estonian is related to Finnish, Latvian is related to Lithuania.
Religion: Estonia is predominantly non-religious, Latvia is Lutheran, Lithuanian is Catholic.
There are more similarities and differences all pointing to why it has/had been difficult for the Baltic countries to coordinate their efforts until the time of the Baltic Way.