A methodology to detect discussion communities on vaccination is proposed.
Vaccine opinions in twitter can affect the decision-making about vaccination.
The most relevant and influential users are identified analysing the communities.
The collective sentiment on vaccination has been studied for the detected groups.
Results provide useful information to improve immunization strategies.