Daily Global Weather Measurements, 1929-2009 (NCDC, GSOD)
Global Surface Summary of Day (GSOD) data collected by the National Climatic Data Center (NCDC) is made available through Amazon Web Services Public Data Sets.
File formats: ASCII
RealClimate has a compiled catalogue of climate data (both raw and processed) from global reputable sources in various file formats.
File formats: various