Published February 2, 2023 | Version V2.1
Dataset Open

Robust Data-driven Metallicities for 175 Million Stars from Gaia XP Spectra

  • 1. MPIA
  • 2. Harvard

Description

This is the dataset accompanying Andrae et al (2023), "Robust Data-driven Metallicities for 175 Million Stars from Gaia XP Spectra".

Table 1 (174,922,161 rows) contains XGBoost parameters (temperature, surface gravity, and metallicity) for all stars in the sample. 

Table 2 (17,558,141 rows) contains Gaia DR3 parameters and XGBoost parameters for a vetted sample of RGB stars with reliable measurements. 

The tables are provided in compressed CSV and FITS format, and the full data model is described in the accompanying paper. 

Files

Files (12.3 GB)

Name Size Download all
md5:d28a95676bb7490b3ca7a8d392eeaa4d
3.7 GB Download
md5:64c33b28fca90fcea7d59272a970b588
3.6 GB Download
md5:84636f19918fe7c8a34848985e2a55e2
2.5 GB Download
md5:ddaddbbfa13eb2f801a668b5c014d17f
2.6 GB Download