In this work I will make a study with the help of a previously designed and performed application that is in charge of obtaining and analysing tweets delimited in a certain geolocation, in this case the location will be the city of Barcelona. To achieve this I will use data mining, which allows to obtain information from the social network Twitter. Then I will do an analysis that will provide an approximate idea of the mood of the city.