Contact: Brooke Simmons (bdsimmons@ucsd.edu) with any questions.
Reference: The project and data release are described in Simmons et al. (2016, submitted).
Please cite this paper if making use of any data in this table in publications.
Description: Morphological classifications of galaxies from Galaxy Zoo: CANDELS
This table includes all 49,555 galaxies included in GZC, which had M_H <= 25.5
and were selected from the COSMOS, GOODS-S, and UDS fields. Morphological
classifications include both unweighted and weighted versions of the vote
fractions of the responses to each task, as well as the total count and weighted
count of votes for each task. The final five columns give boolean flags for
galaxies in various "clean" morphological samples (see Table 3 in paper).
This paper includes the release of the raw and weighted classifications for each
of the 49,555 subjects in the Galaxy Zoo CANDELS sample. In addition to each raw
and weighted vote fraction for each task, we include the raw and weighted number
of answers to each task, as well as the total raw and weighted classifier count
for each subject. This combines for a total of 136 quantities for each subject,
not including the subject ID or any other metadata. The structure of the data for
each task number NN with i = 0 to n−1 responses is as follows:
t[NN]_[quest abbrev]_a[i]_[resp abbrev]_frac : the raw fraction of classifiers
who gave this response. quest abbrev and resp abbrev are abbreviated versions
of the specific question and response, respectively.
t[NN]_[quest abbrev]_a[i]_[resp abbrev]_weighted_frac : the weighted fraction of
classifiers who gave this response.
t[NN]_[quest abbrev]_count : the raw count of classifiers who responded to this task.
t[NN]_[quest abbrev]_weight : the weighted count of classifiers who responded to this task.
name class format code description
----------------------------------------------------------------------------------------------------------------------------------
ID string 9A string identifying galaxy; COS_* are galaxies from COSMOS, GDS_* from GOODS-S, and UDS_* from UDS
RA double D right ascension [J2000.0]
Dec double D declination [J2000.0]
num_classifications float E total number of independent classifications of this galaxy in GZC
num_classifications_weighted double D total number of independent classifications, weighted by consistency
t00_smooth_or_featured_a0_smooth_frac double D fraction of votes for "smooth" out of all responses to Task 00 for this galaxy
t00_smooth_or_featured_a1_features_frac double D fraction of votes for "features or disk" out of all responses to Task 00 for this galaxy
t00_smooth_or_featured_a2_artifact_frac double D fraction of votes for "star or artifact" out of all responses to Task 00 for this galaxy
t00_smooth_or_featured_a0_smooth_weighted_frac double D weighted fraction of votes for "smooth" out of all responses to Task 00 for this galaxy
t00_smooth_or_featured_a1_features_weighted_frac double D weighted fraction of votes for "features or disk" out of all responses to Task 00 for this galaxy
t00_smooth_or_featured_a2_artifact_weighted_frac double D weighted fraction of votes for "star or artifact" out of all responses to Task 00 for this galaxy
t00_smooth_or_featured_count float E total number of responses to Task 00 for this galaxy
t00_smooth_or_featured_weight double D weighted number of responses to Task 00 for this galaxy
t01_how_rounded_a0_completely_frac double D fraction of votes for "completely round" out of all responses to Task 01 for this galaxy
t01_how_rounded_a1_inbetween_frac double D fraction of votes for "in-between" out of all responses to Task 01 for this galaxy
t01_how_rounded_a2_cigarshaped_frac double D fraction of votes for "cigar-shaped" out of all responses to Task 01 for this galaxy
t01_how_rounded_a0_completely_weighted_frac double D weighted fraction of votes for "completely round" out of all responses to Task 01 for this galaxy
t01_how_rounded_a1_inbetween_weighted_frac double D weighted fraction of votes for "in-between" out of all responses to Task 01 for this galaxy
t01_how_rounded_a2_cigarshaped_weighted_frac double D weighted fraction of votes for "cigar-shaped" out of all responses to Task 01 for this galaxy
t01_how_rounded_count float E total number of responses to Task 01 for this galaxy
t01_how_rounded_weight double D weighted number of responses to Task 01 for this galaxy
t02_clumpy_appearance_a0_yes_frac double D fraction of votes for "yes (clumpy)" out of all responses to Task 02 for this galaxy
t02_clumpy_appearance_a1_no_frac double D fraction of votes for "no (clumpy)" out of all responses to Task 02 for this galaxy
t02_clumpy_appearance_a0_yes_weighted_frac double D weighted fraction of votes for "yes (clumpy)" out of all responses to Task 02 for this galaxy
t02_clumpy_appearance_a1_no_weighted_frac double D weighted fraction of votes for "no (clumpy)" out of all responses to Task 02 for this galaxy
t02_clumpy_appearance_count float E total number of responses to Task 02 for this galaxy
t02_clumpy_appearance_weight double D weighted number of responses to Task 02 for this galaxy
t03_how_many_clumps_a0_1_frac double D fraction of votes for "1 clump" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a1_2_frac double D fraction of votes for "2 clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a2_3_frac double D fraction of votes for "3 clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a3_4_frac double D fraction of votes for "4 clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a4_5_plus_frac double D fraction of votes for "5+ clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a5_cant_tell_frac double D fraction of votes for "can't tell how many clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a0_1_weighted_frac double D weighted fraction of votes for "1 clump" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a1_2_weighted_frac double D weighted fraction of votes for "2 clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a2_3_weighted_frac double D weighted fraction of votes for "3 clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a3_4_weighted_frac double D weighted fraction of votes for "4 clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a4_5_plus_weighted_frac double D weighted fraction of votes for "5+ clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_a5_cant_tell_weighted_frac double D weighted fraction of votes for "can't tell how many clumps" out of all responses to Task 03 for this galaxy
t03_how_many_clumps_count float E total number of responses to Task 03 for this galaxy
t03_how_many_clumps_weight double D weighted number of responses to Task 03 for this galaxy
t04_clump_configuration_a0_straight_line_frac double D fraction of votes for "straight line of clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_a1_chain_frac double D fraction of votes for "chain of clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_a2_cluster_or_irregular_frac double D fraction of votes for "clustered/irregular clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_a3_spiral_frac double D fraction of votes for "spiral clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_a0_straight_line_weighted_frac double D weighted fraction of votes for "straight line of clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_a1_chain_weighted_frac double D weighted fraction of votes for "chain of clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_a2_cluster_or_irregular_weighted_frac double D weighted fraction of votes for "clustered/irregular clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_a3_spiral_weighted_frac double D weighted fraction of votes for "spiral clumps" out of all responses to Task 04 for this galaxy
t04_clump_configuration_count float E total number of responses to Task 04 for this galaxy
t04_clump_configuration_weight double D weighted number of responses to Task 04 for this galaxy
t05_is_one_clump_brightest_a0_yes_frac double D fraction of votes for "one clump is brightest" out of all responses to Task 05 for this galaxy
t05_is_one_clump_brightest_a1_no_frac double D fraction of votes for "no single brightest clump" out of all responses to Task 05 for this galaxy
t05_is_one_clump_brightest_a0_yes_weighted_frac double D weighted fraction of votes for "one clump is brightest" out of all responses to Task 05 for this galaxy
t05_is_one_clump_brightest_a1_no_weighted_frac double D weighted fraction of votes for "no single brightest clump" out of all responses to Task 05 for this galaxy
t05_is_one_clump_brightest_count float E total number of responses to Task 05 for this galaxy
t05_is_one_clump_brightest_weight double D weighted number of responses to Task 05 for this galaxy
t06_brightest_clump_central_a0_yes_frac double D fraction of votes for "brightest clump is at center" out of all responses to Task 06 for this galaxy
t06_brightest_clump_central_a1_no_frac double D fraction of votes for "brightest clump is not at center" out of all responses to Task 06 for this galaxy
t06_brightest_clump_central_a0_yes_weighted_frac double D weighted fraction of votes for "brightest clump is at center" out of all responses to Task 06 for this galaxy
t06_brightest_clump_central_a1_no_weighted_frac double D weighted fraction of votes for "brightest clump is not at center" out of all responses to Task 06 for this galaxy
t06_brightest_clump_central_count float E total number of responses to Task 06 for this galaxy
t06_brightest_clump_central_weight double D weighted number of responses to Task 06 for this galaxy
t07_galaxy_symmetrical_a0_yes_frac double D fraction of votes for "clumps are symmetrical" out of all responses to Task 07 for this galaxy
t07_galaxy_symmetrical_a1_no_frac double D fraction of votes for "clumps are not symmetrical" out of all responses to Task 07 for this galaxy
t07_galaxy_symmetrical_a0_yes_weighted_frac double D weighted fraction of votes for "clumps are symmetrical" out of all responses to Task 07 for this galaxy
t07_galaxy_symmetrical_a1_no_weighted_frac double D weighted fraction of votes for "clumps are not symmetrical" out of all responses to Task 07 for this galaxy
t07_galaxy_symmetrical_count float E total number of responses to Task 07 for this galaxy
t07_galaxy_symmetrical_weight double D weighted number of responses to Task 07 for this galaxy
t08_clumps_embedded_larger_object_a0_yes_frac double D fraction of votes for "clumps are embedded" out of all responses to Task 08 for this galaxy
t08_clumps_embedded_larger_object_a1_no_frac double D fraction of votes for "clumps are not embedded" out of all responses to Task 08 for this galaxy
t08_clumps_embedded_larger_object_a0_yes_weighted_frac double D weighted fraction of votes for "clumps are embedded" out of all responses to Task 08 for this galaxy
t08_clumps_embedded_larger_object_a1_no_weighted_frac double D weighted fraction of votes for "clumps are not embedded" out of all responses to Task 08 for this galaxy
t08_clumps_embedded_larger_object_count float E total number of responses to Task 08 for this galaxy
t08_clumps_embedded_larger_object_weight double D weighted number of responses to Task 08 for this galaxy
t09_disk_edge_on_a0_yes_frac double D fraction of votes for "disk, edge-on" out of all responses to Task 09 for this galaxy
t09_disk_edge_on_a1_no_frac double D fraction of votes for "disk, not edge-on" out of all responses to Task 09 for this galaxy
t09_disk_edge_on_a0_yes_weighted_frac double D weighted fraction of votes for "disk, edge-on" out of all responses to Task 09 for this galaxy
t09_disk_edge_on_a1_no_weighted_frac double D weighted fraction of votes for "disk, not edge-on" out of all responses to Task 09 for this galaxy
t09_disk_edge_on_count float E total number of responses to Task 09 for this galaxy
t09_disk_edge_on_weight double D weighted number of responses to Task 09 for this galaxy
t10_edge_on_bulge_a0_yes_frac double D fraction of votes for "bulge in edge-on disk" out of all responses to Task 10 for this galaxy
t10_edge_on_bulge_a1_no_frac double D fraction of votes for "no bulge in edge-on disk" out of all responses to Task 10 for this galaxy
t10_edge_on_bulge_a0_yes_weighted_frac double D weighted fraction of votes for "bulge in edge-on disk" out of all responses to Task 10 for this galaxy
t10_edge_on_bulge_a1_no_weighted_frac double D weighted fraction of votes for "no bulge in edge-on disk" out of all responses to Task 10 for this galaxy
t10_edge_on_bulge_count float E total number of responses to Task 10 for this galaxy
t10_edge_on_bulge_weight double D weighted number of responses to Task 10 for this galaxy
t11_bar_feature_a0_yes_frac double D fraction of votes for "bar" out of all responses to Task 11 for this galaxy
t11_bar_feature_a1_no_frac double D fraction of votes for "no bar" out of all responses to Task 11 for this galaxy
t11_bar_feature_a0_yes_weighted_frac double D weighted fraction of votes for "bar" out of all responses to Task 11 for this galaxy
t11_bar_feature_a1_no_weighted_frac double D weighted fraction of votes for "no bar" out of all responses to Task 11 for this galaxy
t11_bar_feature_count float E total number of responses to Task 11 for this galaxy
t11_bar_feature_weight double D weighted number of responses to Task 11 for this galaxy
t12_spiral_pattern_a0_yes_frac double D fraction of votes for "spiral arms" out of all responses to Task 12 for this galaxy
t12_spiral_pattern_a1_no_frac double D fraction of votes for "no spiral arms" out of all responses to Task 12 for this galaxy
t12_spiral_pattern_a0_yes_weighted_frac double D weighted fraction of votes for "spiral arms" out of all responses to Task 12 for this galaxy
t12_spiral_pattern_a1_no_weighted_frac double D weighted fraction of votes for "no spiral arms" out of all responses to Task 12 for this galaxy
t12_spiral_pattern_count float E total number of responses to Task 12 for this galaxy
t12_spiral_pattern_weight double D weighted number of responses to Task 12 for this galaxy
t13_spiral_arm_winding_a0_tight_frac double D fraction of votes for "tightly-wound spiral arms" out of all responses to Task 13 for this galaxy
t13_spiral_arm_winding_a1_medium_frac double D fraction of votes for "medium-wound spiral arms" out of all responses to Task 13 for this galaxy
t13_spiral_arm_winding_a2_loose_frac double D fraction of votes for "loosely-wound spiral arms" out of all responses to Task 13 for this galaxy
t13_spiral_arm_winding_a0_tight_weighted_frac double D weighted fraction of votes for "tightly-wound spiral arms" out of all responses to Task 13 for this galaxy
t13_spiral_arm_winding_a1_medium_weighted_frac double D weighted fraction of votes for "medium-wound spiral arms" out of all responses to Task 13 for this galaxy
t13_spiral_arm_winding_a2_loose_weighted_frac double D weighted fraction of votes for "loosely-wound spiral arms" out of all responses to Task 13 for this galaxy
t13_spiral_arm_winding_count float E total number of responses to Task 13 for this galaxy
t13_spiral_arm_winding_weight double D weighted number of responses to Task 13 for this galaxy
t14_spiral_arm_count_a0_1_frac double D fraction of votes for "1 spiral arm" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a1_2_frac double D fraction of votes for "2 spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a2_3_frac double D fraction of votes for "3 spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a3_4_frac double D fraction of votes for "4 spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a4_5_plus_frac double D fraction of votes for "5+ spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a5_cant_tell_frac double D fraction of votes for "can't tell how many spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a0_1_weighted_frac double D weighted fraction of votes for "1 spiral arm" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a1_2_weighted_frac double D weighted fraction of votes for "2 spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a2_3_weighted_frac double D weighted fraction of votes for "3 spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a3_4_weighted_frac double D weighted fraction of votes for "4 spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a4_5_plus_weighted_frac double D weighted fraction of votes for "5+ spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_a5_cant_tell_weighted_frac double D weighted fraction of votes for "can't tell how many spiral arms" out of all responses to Task 14 for this galaxy
t14_spiral_arm_count_count float E total number of responses to Task 14 for this galaxy
t14_spiral_arm_count_weight double D weighted number of responses to Task 14 for this galaxy
t15_bulge_prominence_a0_no_bulge_frac double D fraction of votes for "no bulge" out of all responses to Task 15 for this galaxy
t15_bulge_prominence_a1_obvious_frac double D fraction of votes for "obvious bulge" out of all responses to Task 15 for this galaxy
t15_bulge_prominence_a2_dominant_frac double D fraction of votes for "dominant bulge" out of all responses to Task 15 for this galaxy
t15_bulge_prominence_a0_no_bulge_weighted_frac double D weighted fraction of votes for "no bulge" out of all responses to Task 15 for this galaxy
t15_bulge_prominence_a1_obvious_weighted_frac double D weighted fraction of votes for "obvious bulge" out of all responses to Task 15 for this galaxy
t15_bulge_prominence_a2_dominant_weighted_frac double D weighted fraction of votes for "dominant bulge" out of all responses to Task 15 for this galaxy
t15_bulge_prominence_count float E total number of responses to Task 15 for this galaxy
t15_bulge_prominence_weight double D weighted number of responses to Task 15 for this galaxy
t16_merging_tidal_debris_a0_merging_frac double D fraction of votes for "merging galaxies" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_a1_tidal_debris_frac double D fraction of votes for "tidal debris" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_a2_both_frac double D fraction of votes for "merging galaxies and tidal debris" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_a3_neither_frac double D fraction of votes for "neither merging galaxies nor tidal debris" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_a0_merging_weighted_frac double D weighted fraction of votes for "merging galaxies" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_a1_tidal_debris_weighted_frac double D weighted fraction of votes for "tidal debris" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_a2_both_weighted_frac double D weighted fraction of votes for "merging galaxies and tidal debris" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_a3_neither_weighted_frac double D weighted fraction of votes for "neither merging galaxies nor tidal debris" out of all responses to Task 16 for this galaxy
t16_merging_tidal_debris_count float E total number of responses to Task 16 for this galaxy
t16_merging_tidal_debris_weight double D weighted number of responses to Task 16 for this galaxy
measured_corr boolean L true if morphological correction can be derived based on images in multiple epochs. Links to Table 4.
clean_smooth boolean L true if f_smooth >= 0.8
clean_featured boolean L true if f_features >= 0.7
clean_clumpy boolean L true if f_features >= 0.4 and f_clumpy >= 0.7 and N_clumpy >= 10 and f_neither > 0.25
clean_edge_on boolean L true if f_features >= 0.4 and f_notclumpy >= 0.3 and f_edgeon > 0.7 and N_edgeon > 10
clean_spiral boolean L true if f_features >= 0.4 and f_notclumpy >= 0.3 and f_notedgeon >= 0.5 and f_spiral >= 0.8 and N_spiral >= 10
smooth_disk boolean L true if B/Tot < 0.5 and f_smooth >= 0.6 and acceptable data quality according to criteria described in Section 5