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In the contemporary world, a significant number of people use socialnetworking services for a variety of purposes, including, but not limited to,communicating, exchanging messages and searching for information. A popularsocial network in the political arena is Twitter, a microblogging service forposting messages of up to 280 characters, called "tweets," where influentialpoliticians from various countries often use this medium to spread ideas andmake public statements. In this work, an analysis was made of the connectionsof candidates for the presidency of the Republic of Brazil in the year 2018.Using the analysis of complex networks to measure influence and relevance, ametric was established able to quantify the importance of users in the network.As part of the analysis, a Memory Algorithm was used to detect communities,groups of strongly connected vertices (tweets) evidencing groupings of users.

Como Mensurar a Import\^ancia, Influ\^encia e a Relev\^ancia de  Usu\'arios do Twitter? Uma an\'alise da intera\c{c}\~ao dos candidatos \`a  presid\^encia do Brasil nas elei\c{c}\~oes de 2018