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Datasets:
mwalmsley
/
gz_evo

Tasks:
Image Classification
Image Feature Extraction
Modalities:
Image
Text
Formats:
parquet
Size:
100K - 1M
ArXiv:
Tags:
galaxy zoo
physics
astronomy
galaxies
citizen science
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
xet
Community
1
mwalmsley commited on
Commit
13931eb
·
verified ·
1 Parent(s): b93f443

Upload dataset

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  1. README.md +1089 -1
  2. data/{train-00000-of-00029.parquet → train-00000-of-00030.parquet} +2 -2
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  18. data/train-00010-of-00029.parquet +0 -3
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  25. data/train-00013-of-00030.parquet +3 -0
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  27. data/train-00014-of-00030.parquet +3 -0
  28. data/train-00015-of-00029.parquet +0 -3
  29. data/train-00015-of-00030.parquet +3 -0
  30. data/train-00016-of-00029.parquet +0 -3
  31. data/train-00016-of-00030.parquet +3 -0
  32. data/train-00017-of-00030.parquet +3 -0
  33. data/train-00018-of-00029.parquet +0 -3
  34. data/train-00018-of-00030.parquet +3 -0
  35. data/train-00019-of-00029.parquet +0 -3
  36. data/train-00019-of-00030.parquet +3 -0
  37. data/train-00020-of-00029.parquet +0 -3
  38. data/train-00020-of-00030.parquet +3 -0
  39. data/train-00021-of-00029.parquet +0 -3
  40. data/train-00021-of-00030.parquet +3 -0
  41. data/train-00022-of-00029.parquet +0 -3
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  45. data/train-00024-of-00029.parquet +0 -3
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  47. data/train-00025-of-00029.parquet +0 -3
  48. data/train-00025-of-00030.parquet +3 -0
  49. data/train-00026-of-00029.parquet +0 -3
  50. data/train-00026-of-00030.parquet +3 -0
README.md CHANGED
@@ -27,7 +27,1095 @@ configs:
27
  - split: train
28
  path: tiny/train-*
29
  dataset_info:
30
- config_name: tiny
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
31
  features:
32
  - name: image
33
  dtype: image
 
27
  - split: train
28
  path: tiny/train-*
29
  dataset_info:
30
+ - config_name: default
31
+ features:
32
+ - name: image
33
+ dtype: image
34
+ - name: id_str
35
+ dtype: string
36
+ - name: dataset_name
37
+ dtype: string
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+ - name: ra
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+ dtype: float64
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+ - name: dec
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+ dtype: float64
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+ - name: smooth-or-featured-gz2_smooth
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+ dtype: int32
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+ - name: smooth-or-featured-gz2_smooth_fraction
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+ dtype: float32
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+ - name: smooth-or-featured-gz2_total-votes
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+ dtype: int32
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+ - name: smooth-or-featured-gz2_featured-or-disk
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+ dtype: int32
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+ - name: smooth-or-featured-gz2_featured-or-disk_fraction
51
+ dtype: float32
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+ - name: smooth-or-featured-gz2_artifact
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+ dtype: int32
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+ - name: smooth-or-featured-gz2_artifact_fraction
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+ dtype: float32
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+ - name: disk-edge-on-gz2_yes
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+ dtype: int32
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+ - name: disk-edge-on-gz2_yes_fraction
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+ dtype: float32
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+ - name: disk-edge-on-gz2_total-votes
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+ - name: disk-edge-on-gz2_no
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+ dtype: int32
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+ - name: disk-edge-on-gz2_no_fraction
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+ dtype: float32
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+ - name: has-spiral-arms-gz2_yes
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+ dtype: int32
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+ - name: has-spiral-arms-gz2_yes_fraction
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+ dtype: float32
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+ - name: has-spiral-arms-gz2_total-votes
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+ dtype: int32
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+ - name: has-spiral-arms-gz2_no
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+ dtype: int32
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+ - name: has-spiral-arms-gz2_no_fraction
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+ dtype: float32
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+ - name: bar-gz2_yes
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+ dtype: int32
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+ - name: bar-gz2_yes_fraction
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+ dtype: float32
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+ - name: bar-gz2_total-votes
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+ dtype: float32
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+ dtype: int32
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+ - name: bulge-size-gz2_dominant_fraction
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+ dtype: float32
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+ - name: bulge-size-gz2_total-votes
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+ dtype: int32
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+ dtype: float32
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+ dtype: int32
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+ - name: bulge-size-gz2_just-noticeable_fraction
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+ - name: bulge-size-gz2_no
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+ - name: bulge-size-gz2_no_fraction
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+ - name: something-odd-gz2_yes_fraction
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+ - name: spiral-winding-gz2_loose
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+ - name: spiral-winding-gz2_loose_fraction
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+ - name: spiral-arm-count-gz2_1
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+ - name: how-rounded-dr12_in-between
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+ - name: how-rounded-dr12_in-between_fraction
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+ - name: how-rounded-dr12_cigar-shaped
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+ - name: how-rounded-dr12_cigar-shaped_fraction
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+ dtype: float32
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+ dtype: int32
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259
+ dtype: float32
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+ - name: edge-on-bulge-dr12_total-votes
261
+ dtype: int32
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+ - name: edge-on-bulge-dr12_none
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+ dtype: float32
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+ - name: edge-on-bulge-dr12_rounded
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269
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+ - name: spiral-winding-dr12_tight
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+ dtype: int32
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+ - name: spiral-winding-dr12_tight_fraction
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+ dtype: float32
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+ - name: spiral-winding-dr12_total-votes
275
+ dtype: int32
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+ - name: spiral-winding-dr12_medium
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+ dtype: int32
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+ - name: spiral-winding-dr12_medium_fraction
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+ - name: spiral-winding-dr12_loose
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+ - name: spiral-winding-dr12_loose_fraction
283
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+ - name: spiral-arm-count-dr12_1
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+ dtype: int32
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+ - name: spiral-arm-count-dr12_1_fraction
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+ - name: spiral-arm-count-dr12_total-votes
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+ dtype: int32
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+ - name: spiral-arm-count-dr12_4_fraction
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+ dtype: float32
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+ - name: spiral-arm-count-dr12_more-than-4
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+ dtype: int32
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+ - name: spiral-arm-count-dr12_more-than-4_fraction
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+ dtype: float32
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+ - name: merging-dr12_neither
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+ dtype: int32
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+ dtype: int32
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+ dtype: float32
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+ - name: merging-dr12_both
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+ dtype: int32
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+ - name: merging-dr12_both_fraction
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+ - name: merging-dr12_merger
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+ - name: merging-dr12_merger_fraction
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+ - name: smooth-or-featured-dr5_total-votes
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+ dtype: int32
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+ - name: smooth-or-featured-dr5_featured-or-disk
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+ - name: smooth-or-featured-dr5_artifact_fraction
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+ - name: disk-edge-on-dr5_no
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+ - name: has-spiral-arms-dr5_yes
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+ - name: has-spiral-arms-dr5_total-votes
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+ - name: has-spiral-arms-dr5_no
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+ - name: has-spiral-arms-dr5_no_fraction
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+ - name: bar-dr5_strong_fraction
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+ dtype: float32
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+ - name: bar-dr5_total-votes
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+ dtype: int32
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+ - name: bar-dr5_weak
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+ dtype: int32
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+ - name: bar-dr5_weak_fraction
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+ - name: bar-dr5_no
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+ dtype: int32
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+ - name: bar-dr5_no_fraction
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+ - name: bulge-size-dr5_dominant
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+ dtype: int32
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+ - name: bulge-size-dr5_dominant_fraction
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+ dtype: float32
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+ - name: bulge-size-dr5_total-votes
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+ dtype: int32
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+ - name: bulge-size-dr5_large
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+ dtype: int32
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+ - name: bulge-size-dr5_large_fraction
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+ dtype: float32
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+ - name: bulge-size-dr5_moderate
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+ dtype: int32
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+ - name: bulge-size-dr5_moderate_fraction
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+ dtype: float32
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+ - name: bulge-size-dr5_small
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+ dtype: int32
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+ - name: bulge-size-dr5_small_fraction
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+ dtype: float32
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+ - name: bulge-size-dr5_none
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+ dtype: int32
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+ - name: bulge-size-dr5_none_fraction
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+ dtype: float32
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+ - name: how-rounded-dr5_round
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+ dtype: int32
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+ - name: how-rounded-dr5_round_fraction
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+ dtype: float32
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+ - name: how-rounded-dr5_total-votes
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+ dtype: int32
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+ - name: how-rounded-dr5_in-between
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+ dtype: int32
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+ - name: how-rounded-dr5_in-between_fraction
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+ dtype: float32
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+ - name: how-rounded-dr5_cigar-shaped
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