Datasets:

mwalmsley
/

gz_desi

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Subset (2)

default · 399k rows

Split (2)

train · 320k rows

id_str stringlengths 7 12	dataset_name stringclasses 1 value	ra float64 0 360	dec float64 -65.89 35.8	smooth-or-featured-dr12_smooth int32 0 58	smooth-or-featured-dr12_smooth_fraction float32 0 1 ⌀	smooth-or-featured-dr12_total-votes int32 0 62	smooth-or-featured-dr12_featured-or-disk int32 0 57	smooth-or-featured-dr12_featured-or-disk_fraction float32 0 1 ⌀	smooth-or-featured-dr12_artifact int32 0 47	smooth-or-featured-dr12_artifact_fraction float32 0 0.95 ⌀	disk-edge-on-dr12_yes int32 0 48	disk-edge-on-dr12_yes_fraction float32 0 1 ⌀	disk-edge-on-dr12_total-votes int32 0 57	disk-edge-on-dr12_no int32 0 54	disk-edge-on-dr12_no_fraction float32 0 1 ⌀	has-spiral-arms-dr12_yes_fraction float32 0 1 ⌀	has-spiral-arms-dr12_total-votes int32 0 54	has-spiral-arms-dr12_no int32 0 33	has-spiral-arms-dr12_no_fraction float32 0 1 ⌀	bar-dr12_yes_fraction float32 0 1 ⌀	bar-dr12_total-votes int32 0 54	bar-dr12_no int32 0 49	bar-dr12_no_fraction float32 0 1 ⌀	bulge-size-dr12_dominant int32 0 31	bulge-size-dr12_dominant_fraction float32 0 1 ⌀	bulge-size-dr12_total-votes int32 0 54	bulge-size-dr12_obvious int32 0 47	bulge-size-dr12_obvious_fraction float32 0 1 ⌀	bulge-size-dr12_none int32 0 31	bulge-size-dr12_none_fraction float32 0 1 ⌀	how-rounded-dr12_completely int32 0 52	how-rounded-dr12_completely_fraction float32 0 1 ⌀	how-rounded-dr12_total-votes int32 0 58	how-rounded-dr12_in-between int32 0 49	how-rounded-dr12_in-between_fraction float32 0 1 ⌀	how-rounded-dr12_cigar-shaped int32 0 43	how-rounded-dr12_cigar-shaped_fraction float32 0 1 ⌀	edge-on-bulge-dr12_boxy int32 0 39	edge-on-bulge-dr12_boxy_fraction float32 0 1 ⌀	edge-on-bulge-dr12_total-votes int32 0 48	edge-on-bulge-dr12_none int32 0 31	edge-on-bulge-dr12_none_fraction float32 0 1 ⌀	edge-on-bulge-dr12_rounded int32 0 40	edge-on-bulge-dr12_rounded_fraction float32 0 1 ⌀	spiral-winding-dr12_tight_fraction float32 0 1 ⌀	spiral-winding-dr12_medium_fraction float32 0 1 ⌀	spiral-winding-dr12_loose_fraction float32 0 1 ⌀	spiral-arm-count-dr12_1_fraction float32 0 1 ⌀	spiral-arm-count-dr12_2_fraction float32 0 1 ⌀	spiral-arm-count-dr12_3_fraction float32 0 1 ⌀	spiral-arm-count-dr12_4_fraction float32 0 1 ⌀	spiral-arm-count-dr12_more-than-4_fraction float32 0 1 ⌀	merging-dr12_neither int32 0 54	merging-dr12_neither_fraction float32 0 1 ⌀	merging-dr12_total-votes int32 0 61	merging-dr12_tidal-debris int32 0 37	merging-dr12_tidal-debris_fraction float32 0 0.8 ⌀	merging-dr12_both int32 0 29	merging-dr12_both_fraction float32 0 0.7 ⌀	merging-dr12_merger int32 0 52	merging-dr12_merger_fraction float32 0 0.95 ⌀	smooth-or-featured-dr5_smooth int32 0 196	smooth-or-featured-dr5_smooth_fraction float32 0 1 ⌀	smooth-or-featured-dr5_total-votes int32 0 260	smooth-or-featured-dr5_featured-or-disk int32 0 232	smooth-or-featured-dr5_featured-or-disk_fraction float32 0 1 ⌀	smooth-or-featured-dr5_artifact int32 0 63	smooth-or-featured-dr5_artifact_fraction float32 0 1 ⌀	disk-edge-on-dr5_yes int32 0 94	disk-edge-on-dr5_yes_fraction float32 0 1 ⌀	disk-edge-on-dr5_total-votes int32 0 232	disk-edge-on-dr5_no int32 0 223	disk-edge-on-dr5_no_fraction float32 0 1 ⌀	has-spiral-arms-dr5_yes int32 0 221	has-spiral-arms-dr5_yes_fraction float32 0 1 ⌀	has-spiral-arms-dr5_total-votes int32 0 223	has-spiral-arms-dr5_no int32 0 71	has-spiral-arms-dr5_no_fraction float32 0 1 ⌀	bar-dr5_strong int32 0 130	bar-dr5_strong_fraction float32 0 1 ⌀	bar-dr5_total-votes int32 0 223	bar-dr5_weak int32 0 122	bar-dr5_weak_fraction float32 0 1 ⌀	bar-dr5_no int32 0 119	bar-dr5_no_fraction float32 0 1 ⌀	bulge-size-dr5_dominant_fraction float32 0 1 ⌀	bulge-size-dr5_total-votes int32 0 223	bulge-size-dr5_large int32 0 32	bulge-size-dr5_large_fraction float32 0 1 ⌀	bulge-size-dr5_moderate int32 0 96	bulge-size-dr5_moderate_fraction float32 0 1 ⌀	bulge-size-dr5_small int32 0 190	bulge-size-dr5_small_fraction float32 0 1 ⌀	bulge-size-dr5_none int32 0 54	bulge-size-dr5_none_fraction float32 0 1 ⌀	how-rounded-dr5_round int32 0 133	how-rounded-dr5_round_fraction float32 0 1 ⌀	how-rounded-dr5_total-votes int32 0 196	how-rounded-dr5_in-between int32 0 167	how-rounded-dr5_in-between_fraction float32 0 1 ⌀	how-rounded-dr5_cigar-shaped int32 0 75	how-rounded-dr5_cigar-shaped_fraction float32 0 1 ⌀	edge-on-bulge-dr5_boxy_fraction float32 0 1 ⌀	edge-on-bulge-dr5_total-votes int32 0 94	edge-on-bulge-dr5_none int32 0 69	edge-on-bulge-dr5_none_fraction float32 0 1 ⌀	edge-on-bulge-dr5_rounded int32 0 87	edge-on-bulge-dr5_rounded_fraction float32 0 1 ⌀	spiral-winding-dr5_tight int32 0 100	spiral-winding-dr5_tight_fraction float32 0 1 ⌀	spiral-winding-dr5_total-votes int32 0 221	spiral-winding-dr5_medium int32 0 113	spiral-winding-dr5_medium_fraction float32 0 1 ⌀	spiral-winding-dr5_loose int32 0 74	spiral-winding-dr5_loose_fraction float32 0 1 ⌀	spiral-arm-count-dr5_1 int32 0 56	spiral-arm-count-dr5_1_fraction float32 0 1 ⌀	spiral-arm-count-dr5_total-votes int32 0 221	spiral-arm-count-dr5_2 int32 0 128	spiral-arm-count-dr5_2_fraction float32 0 1 ⌀	spiral-arm-count-dr5_3 int32 0 111	spiral-arm-count-dr5_3_fraction float32 0 1 ⌀	spiral-arm-count-dr5_4 int32 0 47	spiral-arm-count-dr5_4_fraction float32 0 1 ⌀	spiral-arm-count-dr5_more-than-4_fraction float32 0 1 ⌀	spiral-arm-count-dr5_cant-tell int32 0 64	spiral-arm-count-dr5_cant-tell_fraction float32 0 1 ⌀	merging-dr5_none int32 0 215	merging-dr5_none_fraction float32 0 1 ⌀	merging-dr5_total-votes int32 0 246	merging-dr5_minor-disturbance int32 0 80	merging-dr5_minor-disturbance_fraction float32 0 1 ⌀	merging-dr5_major-disturbance int32 0 61	merging-dr5_major-disturbance_fraction float32 0 1 ⌀	merging-dr5_merger int32 0 103	merging-dr5_merger_fraction float32 0 1 ⌀	smooth-or-featured-dr8_smooth int32 0 61	smooth-or-featured-dr8_smooth_fraction float32 0 1 ⌀	smooth-or-featured-dr8_total-votes int32 0 62	smooth-or-featured-dr8_featured-or-disk int32 0 40	smooth-or-featured-dr8_featured-or-disk_fraction float32 0 1 ⌀	smooth-or-featured-dr8_artifact int32 0 7	smooth-or-featured-dr8_artifact_fraction float32 0 1 ⌀	disk-edge-on-dr8_yes int32 0 38	disk-edge-on-dr8_yes_fraction float32 0 1 ⌀	disk-edge-on-dr8_total-votes int32 0 40	disk-edge-on-dr8_no int32 0 40	disk-edge-on-dr8_no_fraction float32 0 1 ⌀	has-spiral-arms-dr8_yes_fraction float32 0 1 ⌀	has-spiral-arms-dr8_total-votes int32 0 40	has-spiral-arms-dr8_no int32 0 26	has-spiral-arms-dr8_no_fraction float32 0 1 ⌀	bar-dr8_strong int32 0 34	bar-dr8_strong_fraction float32 0 1 ⌀	bar-dr8_total-votes int32 0 40	bar-dr8_weak int32 0 29	bar-dr8_weak_fraction float32 0 1 ⌀	bar-dr8_no int32 0 33	bar-dr8_no_fraction float32 0 1 ⌀	bulge-size-dr8_dominant_fraction float32 0 1 ⌀	bulge-size-dr8_total-votes int32 0 40	bulge-size-dr8_large int32 0 21	bulge-size-dr8_large_fraction float32 0 1 ⌀	bulge-size-dr8_moderate int32 0 32	bulge-size-dr8_moderate_fraction float32 0 1 ⌀	bulge-size-dr8_small int32 0 33	bulge-size-dr8_small_fraction float32 0 1 ⌀	bulge-size-dr8_none int32 0 31	bulge-size-dr8_none_fraction float32 0 1 ⌀	how-rounded-dr8_round int32 0 41	how-rounded-dr8_round_fraction float32 0 1 ⌀	how-rounded-dr8_total-votes int32 0 61	how-rounded-dr8_in-between int32 0 46	how-rounded-dr8_in-between_fraction float32 0 1 ⌀	how-rounded-dr8_cigar-shaped int32 0 35	how-rounded-dr8_cigar-shaped_fraction float32 0 1 ⌀	edge-on-bulge-dr8_boxy_fraction float32 0 1 ⌀	edge-on-bulge-dr8_total-votes int32 0 38	edge-on-bulge-dr8_none int32 0 28	edge-on-bulge-dr8_none_fraction float32 0 1 ⌀	edge-on-bulge-dr8_rounded int32 0 37	edge-on-bulge-dr8_rounded_fraction float32 0 1 ⌀	spiral-winding-dr8_tight_fraction float32 0 1 ⌀	spiral-winding-dr8_medium_fraction float32 0 1 ⌀	spiral-winding-dr8_loose_fraction float32 0 1 ⌀	spiral-arm-count-dr8_1_fraction float32 0 1 ⌀	spiral-arm-count-dr8_2_fraction float32 0 1 ⌀	spiral-arm-count-dr8_3_fraction float32 0 1 ⌀	spiral-arm-count-dr8_4_fraction float32 0 1 ⌀	spiral-arm-count-dr8_more-than-4_fraction float32 0 1 ⌀	spiral-arm-count-dr8_cant-tell_fraction float32 0 1 ⌀	merging-dr8_none int32 0 58	merging-dr8_none_fraction float32 0 1 ⌀	merging-dr8_total-votes int32 0 61	merging-dr8_minor-disturbance int32 0 28	merging-dr8_minor-disturbance_fraction float32 0 1 ⌀	merging-dr8_major-disturbance int32 0 31	merging-dr8_major-disturbance_fraction float32 0 1 ⌀	merging-dr8_merger_fraction float32 0 1 ⌀	summary stringclasses 7 values
483446_2260	gz_desi	119.314373	27.496006	26	0.565217	46	5	0.108696	15	0.326087	0	0	5	5	1	0	5	5	1	0	5	5	1	2	0.4	5	3	0.6	0	0	26	1	26	0	0	0	0	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	29	0.935484	31	2	0.064516	0	0	0	0	16	0.761905	21	2	0.095238	3	0.142857	0	0	2	2	1	0	0	2	2	1	0	0	2	0	0	2	1	0	2	1	0.5	1	0.5	0	0	0	0	16	1	16	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	4	1	4	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	smooth_round
492425_537	gz_desi	145.904066	29.16004	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	5	1	5	0	0	0	0	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	3	0.6	5	1	0.2	1	0.2	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	4	0.8	5	1	0.2	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
419605_3665	gz_desi	242.908426	15.547353	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	3	0.6	5	1	0.2	1	0.2	0	0	1	1	1	0	0	1	1	1	0	0	1	0	0	1	1	0	1	0	0	0	0	1	1	0	0	3	1	3	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	4	1	4	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
355737_1885	gz_desi	224.739251	4.217528	28	0.736842	38	6	0.157895	4	0.105263	0	0	6	6	1	0	6	6	1	0	6	6	1	1	0.166667	6	5	0.833333	0	0	20	0.714286	28	8	0.285714	0	0	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	26	0.764706	34	1	0.029412	1	0.029412	6	0.176471	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	smooth_round
325314_732	gz_desi	176.539625	-1.081159	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	60	0.769231	78	12	0.153846	6	0.076923	0	0	12	12	1	0	0	12	12	1	0	0	12	2	0.166667	10	0.833333	0	12	2	0.166667	9	0.75	1	0.083333	0	0	52	0.866667	60	7	0.116667	1	0.016667	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	25	0.5	50	4	0.08	2	0.04	19	0.38	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	smooth_round
334021_1895	gz_desi	193.292047	0.477233	35	0.972222	36	0	0	1	0.027778	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	25	0.714286	35	10	0.285714	0	0	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	31	0.885714	35	1	0.028571	0	0	3	0.085714	63	0.768293	82	10	0.121951	9	0.109756	1	0.1	10	9	0.9	0	0	9	9	1	0	0	9	0	0	9	1	0	9	1	0.111111	5	0.555556	3	0.333333	0	0	49	0.777778	63	14	0.222222	0	0	0	1	1	1	0	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	66	0.90411	73	4	0.054795	1	0.013699	2	0.027397	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	smooth_round
430462_2018	gz_desi	190.5858	17.509708	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	3	0.6	5	0	0	2	0.4	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	0	3	2	0.666667	1	0.333333	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	2	0.666667	3	1	0.333333	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
495146_3055	gz_desi	206.058809	29.804135	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	4	1	4	0	0	0	0	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	4	1	4	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	4	1	4	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
87058_3070	gz_desi	72.48754	-47.469258	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	0	null	0	0	null	0	null	0	null	17	0.459459	37	17	0.459459	3	0.081081	3	0.176471	17	14	0.823529	0	14	14	1	5	0.357143	14	5	0.357143	4	0.285714	0	14	0	0	13	0.928571	1	0.071429	0	0	13	0.764706	17	1	0.058824	3	0.176471	0	3	1	0.333333	2	0.666667	null	null	null	null	null	null	null	null	null	29	0.852941	34	5	0.147059	0	0	0
502677_322	gz_desi	227.415182	31.14238	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	1	0.5	2	1	0.5	0	0	0	0	1	1	1	0	0	1	1	1	0	0	1	1	1	0	0	0	1	0	0	0	0	0	0	1	1	1	1	1	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	1	0.5	2	0	0	0	0	1	0.5	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
325431_2832	gz_desi	205.770822	-0.983746	19	0.575758	33	8	0.242424	6	0.181818	2	0.25	8	6	0.75	0	6	6	1	0	6	6	1	1	0.166667	6	0	0	5	0.833333	4	0.210526	19	15	0.789474	0	0	0	0	2	1	0.5	1	0.5	null	null	null	null	null	null	null	null	11	0.407407	27	2	0.074074	2	0.074074	12	0.444444	36	0.782609	46	6	0.130435	4	0.086957	0	0	6	6	1	2	0.333333	6	4	0.666667	0	0	6	2	0.333333	4	0.666667	0	6	1	0.166667	0	0	2	0.333333	3	0.5	6	0.166667	36	30	0.833333	0	0	null	0	0	null	0	null	0	0	2	1	0.5	1	0.5	0	0	2	0	0	0	0	0	0	0	2	1	17	0.404762	42	7	0.166667	3	0.071429	15	0.357143	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
313686_231	gz_desi	149.537818	-3.111766	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	4	0.8	5	1	0.2	0	0	0	0	1	1	1	0	0	1	1	1	0	0	1	0	0	1	1	0	1	0	0	0	0	1	1	0	0	2	0.5	4	2	0.5	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	5	1	5	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
134056_3998	gz_desi	40.970579	-36.472967	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	0	null	0	0	null	0	null	0	null	36	0.947368	38	1	0.026316	1	0.026316	0	0	1	1	1	0	1	1	1	0	0	1	0	0	1	1	0	1	1	1	0	0	0	0	0	0	32	0.888889	36	4	0.111111	0	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	26	0.702703	37	8	0.216216	3	0.081081	0	smooth_round
341260_2734	gz_desi	203.073266	1.778057	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	4	0.8	5	1	0.2	0	0	0	0	1	1	1	1	1	1	0	0	0	0	1	0	0	1	1	0	1	0	0	1	1	0	0	0	0	1	0.25	4	3	0.75	0	0	null	0	0	null	0	null	0	0	1	1	1	0	0	0	0	1	1	1	0	0	0	0	0	0	0	5	1	5	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
344808_5679	gz_desi	10.184278	2.569576	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	2	0.5	4	1	0.25	1	0.25	0	0	1	1	1	1	1	1	0	0	0	0	1	0	0	1	1	0	1	0	0	1	1	0	0	0	0	2	1	2	0	0	0	0	null	0	0	null	0	null	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	0.333333	3	1	0.333333	0	0	1	0.333333	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
419138_1664	gz_desi	121.831702	15.452148	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	4	0.8	5	1	0.2	0	0	0	0	1	1	1	0	0	1	1	1	0	0	1	0	0	1	1	0	1	0	0	1	1	0	0	0	0	0	0	4	1	0.25	3	0.75	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	5	1	5	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
426358_3418	gz_desi	198.356524	16.812911	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	3	0.6	5	1	0.2	1	0.2	0	0	1	1	1	0	0	1	1	1	0	0	1	0	0	1	1	0	1	0	0	0	0	1	1	0	0	0	0	3	0	0	3	1	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	3	0.75	4	1	0.25	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
420943_1601	gz_desi	229.629485	15.7157	27	0.72973	37	4	0.108108	6	0.162162	3	0.75	4	1	0.25	0	1	1	1	0	1	1	1	0	0	1	0	0	1	1	2	0.074074	27	14	0.518519	11	0.407407	1	0.333333	3	2	0.666667	0	0	null	null	null	null	null	null	null	null	27	0.870968	31	1	0.032258	0	0	3	0.096774	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
423546_553	gz_desi	185.83532	16.147883	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	2	0.4	5	2	0.4	1	0.2	0	0	2	2	1	2	1	2	0	0	0	0	2	0	0	2	1	0	2	0	0	0	0	2	1	0	0	0	0	2	2	1	0	0	null	0	0	null	0	null	1	0.5	2	1	0.5	0	0	0	0	2	1	0.5	0	0	0	0	0	1	0.5	2	0.5	4	2	0.5	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
332429_3154	gz_desi	155.47169	0.295379	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	0	0	80	80	1	0	0	0	0	80	80	1	79	0.9875	80	1	0.0125	69	0.8625	80	10	0.125	1	0.0125	0	80	3	0.0375	43	0.5375	33	0.4125	1	0.0125	0	null	0	0	null	0	null	null	0	0	null	0	null	6	0.075949	79	41	0.518987	32	0.405063	0	0	79	59	0.746835	11	0.139241	3	0.037975	0	6	0.075949	23	0.575	40	8	0.2	9	0.225	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	barred_spiral
437336_2089	gz_desi	195.661517	18.74874	30	0.833333	36	4	0.111111	2	0.055556	0	0	4	4	1	0	4	4	1	0	4	4	1	0	0	4	3	0.75	1	0.25	1	0.033333	30	29	0.966667	0	0	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	33	0.970588	34	1	0.029412	0	0	0	0	30	0.731707	41	4	0.097561	7	0.170732	0	0	4	4	1	0	0	4	4	1	0	0	4	1	0.25	3	0.75	0	4	0	0	3	0.75	0	0	1	0.25	3	0.1	30	26	0.866667	1	0.033333	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	0	0	2	0	0	0	0	2	1	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
365519_617	gz_desi	157.962732	5.910103	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	22	0.55	40	14	0.35	4	0.1	1	0.071429	14	13	0.928571	9	0.692308	13	4	0.307692	0	0	13	6	0.461538	7	0.538462	0	13	0	0	5	0.384615	7	0.538462	1	0.076923	16	0.727273	22	6	0.272727	0	0	0	1	0	0	1	1	3	0.333333	9	5	0.555556	1	0.111111	1	0.111111	9	4	0.444444	4	0.444444	0	0	0	0	0	28	0.777778	36	6	0.166667	2	0.055556	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	smooth_round
409615_0	gz_desi	184.48128	13.626879	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	4	0.8	5	1	0.2	0	0	0	0	1	1	1	0	0	1	1	1	0	0	1	0	0	1	1	0	1	0	0	0	0	1	1	0	0	1	0.25	4	3	0.75	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	5	1	5	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
325455_2498	gz_desi	211.803236	-0.974847	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	24	0.727273	33	9	0.272727	0	0	0	0	9	9	1	4	0.444444	9	5	0.555556	3	0.333333	9	4	0.444444	2	0.222222	0	9	0	0	7	0.777778	2	0.222222	0	0	22	0.916667	24	2	0.083333	0	0	null	0	0	null	0	null	0	0	4	0	0	4	1	0	0	4	4	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	smooth_round
507309_3508	gz_desi	146.211527	32.298691	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	4	0.8	5	0	0	1	0.2	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	2	0.5	4	2	0.5	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	4	1	4	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
445221_269	gz_desi	122.66532	20.13466	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	5	1	5	0	0	0	0	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	0	5	5	1	0	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	5	1	5	0	0	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
180468_3440	gz_desi	9.213747	-27.008817	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	0	null	0	0	null	0	null	0	null	20	0.769231	26	3	0.115385	3	0.115385	0	0	3	3	1	0	3	3	1	0	0	3	0	0	3	1	0	3	1	0.333333	0	0	1	0.333333	1	0.333333	7	0.35	20	13	0.65	0	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	21	0.913043	23	2	0.086957	0	0	0
333377_2716	gz_desi	32.458331	0.45862	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	4	0.102564	39	33	0.846154	2	0.051282	0	0	33	33	1	29	0.878788	33	4	0.121212	2	0.060606	33	7	0.212121	24	0.727273	0	33	2	0.060606	22	0.666667	8	0.242424	1	0.030303	1	0.25	4	3	0.75	0	0	null	0	0	null	0	null	8	0.275862	29	16	0.551724	5	0.172414	0	0	29	24	0.827586	0	0	0	0	0	5	0.172414	9	0.333333	27	6	0.222222	6	0.222222	6	0.222222	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null	unbarred_spiral
388381_11	gz_desi	165.165257	9.876644	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	1	0.025	40	39	0.975	0	0	7	0.179487	39	32	0.820513	32	1	32	0	0	11	0.34375	32	10	0.3125	11	0.34375	0	32	0	0	11	0.34375	21	0.65625	0	0	0	0	1	0	0	1	1	0	7	1	0.142857	6	0.857143	6	0.1875	32	18	0.5625	8	0.25	0	0	32	26	0.8125	5	0.15625	0	0	0	1	0.03125	26	0.65	40	10	0.25	4	0.1	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null
412159_2643	gz_desi	119.295838	14.240725	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	0	null	3	0.6	5	2	0.4	0	0	1	0.5	2	1	0.5	0	0	1	1	1	0	0	1	0	0	1	1	0	1	0	0	0	0	1	1	0	0	1	0.333333	3	2	0.666667	0	0	0	1	0	0	1	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	null	0	null	4	0.8	5	1	0.2	0	0	0	0	0	null	0	0	null	0	null	0	null	0	0	null	null	0	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	null	0	0	null	0	null	null	null	null	null	null	null	null	null	null	0	null	0	0	null	0	null	null