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@@ -15,6 +15,1106 @@ tags:
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  - astronomy
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  - galaxies
17
  - citizen science
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
18
  ---
19
 
20
  # GZ Campaign Datasets
 
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  - astronomy
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  - galaxies
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  - citizen science
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+ configs:
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+ - config_name: default
20
+ data_files:
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+ - split: test
22
+ path: data/test-*
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+ - split: train
24
+ path: data/train-*
25
+ - config_name: tiny
26
+ data_files:
27
+ - split: train
28
+ path: tiny/train-*
29
+ dataset_info:
30
+ config_name: tiny
31
+ features:
32
+ - name: image
33
+ dtype: image
34
+ - name: id_str
35
+ dtype: string
36
+ - name: dataset_name
37
+ dtype: string
38
+ - name: ra
39
+ dtype: float64
40
+ - name: dec
41
+ dtype: float64
42
+ - name: smooth-or-featured-gz2_smooth
43
+ dtype: int32
44
+ - name: smooth-or-featured-gz2_smooth_fraction
45
+ dtype: float32
46
+ - name: smooth-or-featured-gz2_total-votes
47
+ dtype: int32
48
+ - name: smooth-or-featured-gz2_featured-or-disk
49
+ dtype: int32
50
+ - name: smooth-or-featured-gz2_featured-or-disk_fraction
51
+ dtype: float32
52
+ - name: smooth-or-featured-gz2_artifact
53
+ dtype: int32
54
+ - name: smooth-or-featured-gz2_artifact_fraction
55
+ dtype: float32
56
+ - name: disk-edge-on-gz2_yes
57
+ dtype: int32
58
+ - name: disk-edge-on-gz2_yes_fraction
59
+ dtype: float32
60
+ - name: disk-edge-on-gz2_total-votes
61
+ dtype: int32
62
+ - name: disk-edge-on-gz2_no
63
+ dtype: int32
64
+ - name: disk-edge-on-gz2_no_fraction
65
+ dtype: float32
66
+ - name: has-spiral-arms-gz2_yes
67
+ dtype: int32
68
+ - name: has-spiral-arms-gz2_yes_fraction
69
+ dtype: float32
70
+ - name: has-spiral-arms-gz2_total-votes
71
+ dtype: int32
72
+ - name: has-spiral-arms-gz2_no
73
+ dtype: int32
74
+ - name: has-spiral-arms-gz2_no_fraction
75
+ dtype: float32
76
+ - name: bar-gz2_yes
77
+ dtype: int32
78
+ - name: bar-gz2_yes_fraction
79
+ dtype: float32
80
+ - name: bar-gz2_total-votes
81
+ dtype: int32
82
+ - name: bar-gz2_no
83
+ dtype: int32
84
+ - name: bar-gz2_no_fraction
85
+ dtype: float32
86
+ - name: bulge-size-gz2_dominant
87
+ dtype: int32
88
+ - name: bulge-size-gz2_dominant_fraction
89
+ dtype: float32
90
+ - name: bulge-size-gz2_total-votes
91
+ dtype: int32
92
+ - name: bulge-size-gz2_obvious
93
+ dtype: int32
94
+ - name: bulge-size-gz2_obvious_fraction
95
+ dtype: float32
96
+ - name: bulge-size-gz2_just-noticeable
97
+ dtype: int32
98
+ - name: bulge-size-gz2_just-noticeable_fraction
99
+ dtype: float32
100
+ - name: bulge-size-gz2_no
101
+ dtype: int32
102
+ - name: bulge-size-gz2_no_fraction
103
+ dtype: float32
104
+ - name: something-odd-gz2_yes
105
+ dtype: int32
106
+ - name: something-odd-gz2_yes_fraction
107
+ dtype: float32
108
+ - name: something-odd-gz2_total-votes
109
+ dtype: int32
110
+ - name: something-odd-gz2_no
111
+ dtype: int32
112
+ - name: something-odd-gz2_no_fraction
113
+ dtype: float32
114
+ - name: how-rounded-gz2_round
115
+ dtype: int32
116
+ - name: how-rounded-gz2_round_fraction
117
+ dtype: float32
118
+ - name: how-rounded-gz2_total-votes
119
+ dtype: int32
120
+ - name: how-rounded-gz2_in-between
121
+ dtype: int32
122
+ - name: how-rounded-gz2_in-between_fraction
123
+ dtype: float32
124
+ - name: how-rounded-gz2_cigar
125
+ dtype: int32
126
+ - name: how-rounded-gz2_cigar_fraction
127
+ dtype: float32
128
+ - name: bulge-shape-gz2_round
129
+ dtype: int32
130
+ - name: bulge-shape-gz2_round_fraction
131
+ dtype: float32
132
+ - name: bulge-shape-gz2_total-votes
133
+ dtype: int32
134
+ - name: bulge-shape-gz2_boxy
135
+ dtype: int32
136
+ - name: bulge-shape-gz2_boxy_fraction
137
+ dtype: float32
138
+ - name: bulge-shape-gz2_no-bulge
139
+ dtype: int32
140
+ - name: bulge-shape-gz2_no-bulge_fraction
141
+ dtype: float32
142
+ - name: spiral-winding-gz2_tight
143
+ dtype: int32
144
+ - name: spiral-winding-gz2_tight_fraction
145
+ dtype: float32
146
+ - name: spiral-winding-gz2_total-votes
147
+ dtype: int32
148
+ - name: spiral-winding-gz2_medium
149
+ dtype: int32
150
+ - name: spiral-winding-gz2_medium_fraction
151
+ dtype: float32
152
+ - name: spiral-winding-gz2_loose
153
+ dtype: int32
154
+ - name: spiral-winding-gz2_loose_fraction
155
+ dtype: float32
156
+ - name: spiral-arm-count-gz2_1
157
+ dtype: int32
158
+ - name: spiral-arm-count-gz2_1_fraction
159
+ dtype: float32
160
+ - name: spiral-arm-count-gz2_total-votes
161
+ dtype: int32
162
+ - name: spiral-arm-count-gz2_2
163
+ dtype: int32
164
+ - name: spiral-arm-count-gz2_2_fraction
165
+ dtype: float32
166
+ - name: spiral-arm-count-gz2_3
167
+ dtype: int32
168
+ - name: spiral-arm-count-gz2_3_fraction
169
+ dtype: float32
170
+ - name: spiral-arm-count-gz2_4
171
+ dtype: int32
172
+ - name: spiral-arm-count-gz2_4_fraction
173
+ dtype: float32
174
+ - name: spiral-arm-count-gz2_more-than-4
175
+ dtype: int32
176
+ - name: spiral-arm-count-gz2_more-than-4_fraction
177
+ dtype: float32
178
+ - name: spiral-arm-count-gz2_cant-tell
179
+ dtype: int32
180
+ - name: spiral-arm-count-gz2_cant-tell_fraction
181
+ dtype: float32
182
+ - name: summary
183
+ dtype: string
184
+ - name: smooth-or-featured-dr12_smooth
185
+ dtype: int32
186
+ - name: smooth-or-featured-dr12_smooth_fraction
187
+ dtype: float32
188
+ - name: smooth-or-featured-dr12_total-votes
189
+ dtype: int32
190
+ - name: smooth-or-featured-dr12_featured-or-disk
191
+ dtype: int32
192
+ - name: smooth-or-featured-dr12_featured-or-disk_fraction
193
+ dtype: float32
194
+ - name: smooth-or-featured-dr12_artifact
195
+ dtype: int32
196
+ - name: smooth-or-featured-dr12_artifact_fraction
197
+ dtype: float32
198
+ - name: disk-edge-on-dr12_yes
199
+ dtype: int32
200
+ - name: disk-edge-on-dr12_yes_fraction
201
+ dtype: float32
202
+ - name: disk-edge-on-dr12_total-votes
203
+ dtype: int32
204
+ - name: disk-edge-on-dr12_no
205
+ dtype: int32
206
+ - name: disk-edge-on-dr12_no_fraction
207
+ dtype: float32
208
+ - name: has-spiral-arms-dr12_yes
209
+ dtype: int32
210
+ - name: has-spiral-arms-dr12_yes_fraction
211
+ dtype: float32
212
+ - name: has-spiral-arms-dr12_total-votes
213
+ dtype: int32
214
+ - name: has-spiral-arms-dr12_no
215
+ dtype: int32
216
+ - name: has-spiral-arms-dr12_no_fraction
217
+ dtype: float32
218
+ - name: bar-dr12_yes
219
+ dtype: int32
220
+ - name: bar-dr12_yes_fraction
221
+ dtype: float32
222
+ - name: bar-dr12_total-votes
223
+ dtype: int32
224
+ - name: bar-dr12_no
225
+ dtype: int32
226
+ - name: bar-dr12_no_fraction
227
+ dtype: float32
228
+ - name: bulge-size-dr12_dominant
229
+ dtype: int32
230
+ - name: bulge-size-dr12_dominant_fraction
231
+ dtype: float32
232
+ - name: bulge-size-dr12_total-votes
233
+ dtype: int32
234
+ - name: bulge-size-dr12_obvious
235
+ dtype: int32
236
+ - name: bulge-size-dr12_obvious_fraction
237
+ dtype: float32
238
+ - name: bulge-size-dr12_none
239
+ dtype: int32
240
+ - name: bulge-size-dr12_none_fraction
241
+ dtype: float32
242
+ - name: how-rounded-dr12_completely
243
+ dtype: int32
244
+ - name: how-rounded-dr12_completely_fraction
245
+ dtype: float32
246
+ - name: how-rounded-dr12_total-votes
247
+ dtype: int32
248
+ - name: how-rounded-dr12_in-between
249
+ dtype: int32
250
+ - name: how-rounded-dr12_in-between_fraction
251
+ dtype: float32
252
+ - name: how-rounded-dr12_cigar-shaped
253
+ dtype: int32
254
+ - name: how-rounded-dr12_cigar-shaped_fraction
255
+ dtype: float32
256
+ - name: edge-on-bulge-dr12_boxy
257
+ dtype: int32
258
+ - name: edge-on-bulge-dr12_boxy_fraction
259
+ dtype: float32
260
+ - name: edge-on-bulge-dr12_total-votes
261
+ dtype: int32
262
+ - name: edge-on-bulge-dr12_none
263
+ dtype: int32
264
+ - name: edge-on-bulge-dr12_none_fraction
265
+ dtype: float32
266
+ - name: edge-on-bulge-dr12_rounded
267
+ dtype: int32
268
+ - name: edge-on-bulge-dr12_rounded_fraction
269
+ dtype: float32
270
+ - name: spiral-winding-dr12_tight
271
+ dtype: int32
272
+ - name: spiral-winding-dr12_tight_fraction
273
+ dtype: float32
274
+ - name: spiral-winding-dr12_total-votes
275
+ dtype: int32
276
+ - name: spiral-winding-dr12_medium
277
+ dtype: int32
278
+ - name: spiral-winding-dr12_medium_fraction
279
+ dtype: float32
280
+ - name: spiral-winding-dr12_loose
281
+ dtype: int32
282
+ - name: spiral-winding-dr12_loose_fraction
283
+ dtype: float32
284
+ - name: spiral-arm-count-dr12_1
285
+ dtype: int32
286
+ - name: spiral-arm-count-dr12_1_fraction
287
+ dtype: float32
288
+ - name: spiral-arm-count-dr12_total-votes
289
+ dtype: int32
290
+ - name: spiral-arm-count-dr12_2
291
+ dtype: int32
292
+ - name: spiral-arm-count-dr12_2_fraction
293
+ dtype: float32
294
+ - name: spiral-arm-count-dr12_3
295
+ dtype: int32
296
+ - name: spiral-arm-count-dr12_3_fraction
297
+ dtype: float32
298
+ - name: spiral-arm-count-dr12_4
299
+ dtype: int32
300
+ - name: spiral-arm-count-dr12_4_fraction
301
+ dtype: float32
302
+ - name: spiral-arm-count-dr12_more-than-4
303
+ dtype: int32
304
+ - name: spiral-arm-count-dr12_more-than-4_fraction
305
+ dtype: float32
306
+ - name: merging-dr12_neither
307
+ dtype: int32
308
+ - name: merging-dr12_neither_fraction
309
+ dtype: float32
310
+ - name: merging-dr12_total-votes
311
+ dtype: int32
312
+ - name: merging-dr12_tidal-debris
313
+ dtype: int32
314
+ - name: merging-dr12_tidal-debris_fraction
315
+ dtype: float32
316
+ - name: merging-dr12_both
317
+ dtype: int32
318
+ - name: merging-dr12_both_fraction
319
+ dtype: float32
320
+ - name: merging-dr12_merger
321
+ dtype: int32
322
+ - name: merging-dr12_merger_fraction
323
+ dtype: float32
324
+ - name: smooth-or-featured-dr5_smooth
325
+ dtype: int32
326
+ - name: smooth-or-featured-dr5_smooth_fraction
327
+ dtype: float32
328
+ - name: smooth-or-featured-dr5_total-votes
329
+ dtype: int32
330
+ - name: smooth-or-featured-dr5_featured-or-disk
331
+ dtype: int32
332
+ - name: smooth-or-featured-dr5_featured-or-disk_fraction
333
+ dtype: float32
334
+ - name: smooth-or-featured-dr5_artifact
335
+ dtype: int32
336
+ - name: smooth-or-featured-dr5_artifact_fraction
337
+ dtype: float32
338
+ - name: disk-edge-on-dr5_yes
339
+ dtype: int32
340
+ - name: disk-edge-on-dr5_yes_fraction
341
+ dtype: float32
342
+ - name: disk-edge-on-dr5_total-votes
343
+ dtype: int32
344
+ - name: disk-edge-on-dr5_no
345
+ dtype: int32
346
+ - name: disk-edge-on-dr5_no_fraction
347
+ dtype: float32
348
+ - name: has-spiral-arms-dr5_yes
349
+ dtype: int32
350
+ - name: has-spiral-arms-dr5_yes_fraction
351
+ dtype: float32
352
+ - name: has-spiral-arms-dr5_total-votes
353
+ dtype: int32
354
+ - name: has-spiral-arms-dr5_no
355
+ dtype: int32
356
+ - name: has-spiral-arms-dr5_no_fraction
357
+ dtype: float32
358
+ - name: bar-dr5_strong
359
+ dtype: int32
360
+ - name: bar-dr5_strong_fraction
361
+ dtype: float32
362
+ - name: bar-dr5_total-votes
363
+ dtype: int32
364
+ - name: bar-dr5_weak
365
+ dtype: int32
366
+ - name: bar-dr5_weak_fraction
367
+ dtype: float32
368
+ - name: bar-dr5_no
369
+ dtype: int32
370
+ - name: bar-dr5_no_fraction
371
+ dtype: float32
372
+ - name: bulge-size-dr5_dominant
373
+ dtype: int32
374
+ - name: bulge-size-dr5_dominant_fraction
375
+ dtype: float32
376
+ - name: bulge-size-dr5_total-votes
377
+ dtype: int32
378
+ - name: bulge-size-dr5_large
379
+ dtype: int32
380
+ - name: bulge-size-dr5_large_fraction
381
+ dtype: float32
382
+ - name: bulge-size-dr5_moderate
383
+ dtype: int32
384
+ - name: bulge-size-dr5_moderate_fraction
385
+ dtype: float32
386
+ - name: bulge-size-dr5_small
387
+ dtype: int32
388
+ - name: bulge-size-dr5_small_fraction
389
+ dtype: float32
390
+ - name: bulge-size-dr5_none
391
+ dtype: int32
392
+ - name: bulge-size-dr5_none_fraction
393
+ dtype: float32
394
+ - name: how-rounded-dr5_round
395
+ dtype: int32
396
+ - name: how-rounded-dr5_round_fraction
397
+ dtype: float32
398
+ - name: how-rounded-dr5_total-votes
399
+ dtype: int32
400
+ - name: how-rounded-dr5_in-between
401
+ dtype: int32
402
+ - name: how-rounded-dr5_in-between_fraction
403
+ dtype: float32
404
+ - name: how-rounded-dr5_cigar-shaped
405
+ dtype: int32
406
+ - name: how-rounded-dr5_cigar-shaped_fraction
407
+ dtype: float32
408
+ - name: edge-on-bulge-dr5_boxy
409
+ dtype: int32
410
+ - name: edge-on-bulge-dr5_boxy_fraction
411
+ dtype: float32
412
+ - name: edge-on-bulge-dr5_total-votes
413
+ dtype: int32
414
+ - name: edge-on-bulge-dr5_none
415
+ dtype: int32
416
+ - name: edge-on-bulge-dr5_none_fraction
417
+ dtype: float32
418
+ - name: edge-on-bulge-dr5_rounded
419
+ dtype: int32
420
+ - name: edge-on-bulge-dr5_rounded_fraction
421
+ dtype: float32
422
+ - name: spiral-winding-dr5_tight
423
+ dtype: int32
424
+ - name: spiral-winding-dr5_tight_fraction
425
+ dtype: float32
426
+ - name: spiral-winding-dr5_total-votes
427
+ dtype: int32
428
+ - name: spiral-winding-dr5_medium
429
+ dtype: int32
430
+ - name: spiral-winding-dr5_medium_fraction
431
+ dtype: float32
432
+ - name: spiral-winding-dr5_loose
433
+ dtype: int32
434
+ - name: spiral-winding-dr5_loose_fraction
435
+ dtype: float32
436
+ - name: spiral-arm-count-dr5_1
437
+ dtype: int32
438
+ - name: spiral-arm-count-dr5_1_fraction
439
+ dtype: float32
440
+ - name: spiral-arm-count-dr5_total-votes
441
+ dtype: int32
442
+ - name: spiral-arm-count-dr5_2
443
+ dtype: int32
444
+ - name: spiral-arm-count-dr5_2_fraction
445
+ dtype: float32
446
+ - name: spiral-arm-count-dr5_3
447
+ dtype: int32
448
+ - name: spiral-arm-count-dr5_3_fraction
449
+ dtype: float32
450
+ - name: spiral-arm-count-dr5_4
451
+ dtype: int32
452
+ - name: spiral-arm-count-dr5_4_fraction
453
+ dtype: float32
454
+ - name: spiral-arm-count-dr5_more-than-4
455
+ dtype: int32
456
+ - name: spiral-arm-count-dr5_more-than-4_fraction
457
+ dtype: float32
458
+ - name: spiral-arm-count-dr5_cant-tell
459
+ dtype: int32
460
+ - name: spiral-arm-count-dr5_cant-tell_fraction
461
+ dtype: float32
462
+ - name: merging-dr5_none
463
+ dtype: int32
464
+ - name: merging-dr5_none_fraction
465
+ dtype: float32
466
+ - name: merging-dr5_total-votes
467
+ dtype: int32
468
+ - name: merging-dr5_minor-disturbance
469
+ dtype: int32
470
+ - name: merging-dr5_minor-disturbance_fraction
471
+ dtype: float32
472
+ - name: merging-dr5_major-disturbance
473
+ dtype: int32
474
+ - name: merging-dr5_major-disturbance_fraction
475
+ dtype: float32
476
+ - name: merging-dr5_merger
477
+ dtype: int32
478
+ - name: merging-dr5_merger_fraction
479
+ dtype: float32
480
+ - name: smooth-or-featured-dr8_smooth
481
+ dtype: int32
482
+ - name: smooth-or-featured-dr8_smooth_fraction
483
+ dtype: float32
484
+ - name: smooth-or-featured-dr8_total-votes
485
+ dtype: int32
486
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+ - name: train
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+ num_examples: 63
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+ download_size: 1621195
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+ dataset_size: 1415268.0
1118
  ---
1119
 
1120
  # GZ Campaign Datasets
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