Content This dataset contains weather readings from all automatic climatic stations in Brazil from 01/01/2010 to 12/31/2017. All this data was provided by [INMET - Instituto Nacional de Meteorologia][1]. The sheets are in format XLS (the original format that INMET provides). The period of time is broken in two, first from 2010 to 2014 and the second from 2015 to 2017, it can be seen in the name os the folders. For each station, the data is divided into two sheets with the same name and differentiated by a "_" at the end of the name. Eg: - __DF_A001_BRASILIA.xls - __DF_A001_BRASILIA_.xls All reads are provided by day and hour, but the hour is in the line "HORA UTC" because of that the columns are repeated many times. [Here you can find a script that reads the folders and transforms the XLS into Pandas DataFrame.][2] [1]: http://www.inmet.gov.br/ [2]: https://github.com/GuilhermeSpadaccia/dados_climaticos_inmet/blob/master/data_parser.py