ZTF DR18 lightcurves in parquet format. There are 1,174 field subdirectories, containing a total of 174,033 parquet files (one for each field / chip / quadrant / filter combination). File content and format are documented in section 12c of the release notes: https://irsa.ipac.caltech.edu/data/ZTF/docs/releases/dr18/ztf_release_notes_dr18.pdf To read parquet using python/pandas: https://pandas.pydata.org/docs/user_guide/io.html?#parquet The parquet files can be verified on a Unix/Linux OS using: "md5sum -c checksum.md5" Total volume: ~ 6.0T Lightcurve statistics in g-filter: Number of lightcurves with >= 1 epoch : 1,488,194,151 Number of lightcurves with >= 2 epochs: 1,221,665,749 Number of lightcurves with >= 5 epochs: 1,010,499,155 Number of lightcurves with >= 10 epochs: 889,847,815 Number of lightcurves with >= 20 epochs: 765,998,171 Lightcurve statistics in r-filter: Number of lightcurves with >= 1 epoch : 2,344,147,275 Number of lightcurves with >= 2 epochs: 2,006,756,363 Number of lightcurves with >= 5 epochs: 1,698,929,328 Number of lightcurves with >= 10 epochs: 1,517,399,765 Number of lightcurves with >= 20 epochs: 1,339,592,303 Lightcurve statistics in i-filter: Number of lightcurves with >= 1 epoch : 863,074,487 Number of lightcurves with >= 2 epochs: 730,703,178 Number of lightcurves with >= 5 epochs: 623,708,714 Number of lightcurves with >= 10 epochs: 549,376,500 Number of lightcurves with >= 20 epochs: 456,827,796 -- Last modified: 2023-06-14