The current pandemic caused by SARS-CoV-2 is demonstrating the importance of having reliable and up-to-date information for decision-making. For this, it is vital to have effective dashboards that allow organizing and ordering all the available information, thus facilitating the review of data in visual environments. These dashboards can be viewed in any advanced visualization tool from the main SW manufacturers, such as Microsoft Power BI or Oracle Data Visualization, after loading and transforming the data, not only through conventional commercial programs, such as Pentaho or ODI (Oracle Data Integrator), but also using Big Data environments & tools such as Spark, Cassandra or Kafka, to finally store them in the DataWareHouse designed specifically for this purpose.