This dataset provides monthly and weekly event-based climatological indicators for Brazilian municipalities covering the period 2011–2025, together with climatological normals for 1961-1980 and 1981-2010, derived from ERA5-Land data. The climate indicators include maximum and minimum temperature, precipitation, relative humidity, and wind speed. The dataset was created with the {climindi} R package, which provides detailed documentation on the definition and interpretation of each variable. More details about the dataset are available here. The code used to create this dataset is presented here.