CANDELS_Combining_Fields_Stellar_Mass.py

from astropy.table import vstack, Table
from astropy.io import ascii

fields = ['COSMOS', 'EGS', 'GOODSN', 'GOODSS', 'UDS']
Msol_Combined_Fields = Table()

for each_field in fields:
    catalog = ascii.read('/Users/laurenhiggins/Dropbox/GEG_Research/Key_Parameters_Catalogs_Per_Field/Stellar_Mass_Catalogs_old/CANDELS.%s.F160W.v1.mass.cat'%each_field)
    Msol_subset = catalog[['Seq', 'RAdeg', 'DECdeg', 'M_med', 's_med', 'M_neb_med', 's_neb_med']]
    Msol_subset['Field_flag'] = each_field
    Msol_Combined_Fields = vstack([Msol_Combined_Fields, Msol_subset])

ascii.write(Msol_Combined_Fields, '/Users/laurenhiggins/Dropbox/GEG_Research/Key_Parameters_Catalogs_Per_Field/Stellar_Mass_Catalogs_old/CANDELS.ALL.FIELDS.F160W.v1.mass.cat', 
            names=('Seq', 'RAdeg', 'DECdeg', 'M_med', 's_med', 'M_neb_med', 's_neb_med', 'Field_flag'), format='csv', overwrite=True)

'''
Key Column Headers

Seq RAdeg DECdeg M_med s_med M_neb_med s_neb_med

'''