Datasets:

mwalmsley
/

gz_hubble

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Subset (2)

default · 96.4k rows

Split (2)

train · 77.2k rows

id_str stringlengths 12 13	dataset_name stringclasses 1 value	ra float64 52.8 216	dec float64 -28.06 53.3	smooth-or-featured-hubble_smooth int32 0 131	smooth-or-featured-hubble_smooth_fraction float32 0 1	smooth-or-featured-hubble_total-votes int32 18 168	smooth-or-featured-hubble_features int32 0 143	smooth-or-featured-hubble_features_fraction float32 0 1	smooth-or-featured-hubble_artifact int32 0 137	smooth-or-featured-hubble_artifact_fraction float32 0 1	how-rounded-hubble_completely int32 0 118	how-rounded-hubble_completely_fraction float32 0 1 ⌀	how-rounded-hubble_total-votes int32 0 131	how-rounded-hubble_in-between int32 0 119	how-rounded-hubble_in-between_fraction float32 0 1 ⌀	how-rounded-hubble_cigar-shaped int32 0 115	how-rounded-hubble_cigar-shaped_fraction float32 0 1 ⌀	clumpy-appearance-hubble_yes int32 0 116	clumpy-appearance-hubble_yes_fraction float32 0 1 ⌀	clumpy-appearance-hubble_total-votes int32 0 143	clumpy-appearance-hubble_no int32 0 129	clumpy-appearance-hubble_no_fraction float32 0 1 ⌀	clump-count-hubble_1 int32 0 45	clump-count-hubble_1_fraction float32 0 1 ⌀	clump-count-hubble_total-votes int32 0 116	clump-count-hubble_2 int32 0 82	clump-count-hubble_2_fraction float32 0 1 ⌀	clump-count-hubble_3 int32 0 88	clump-count-hubble_3_fraction float32 0 1 ⌀	clump-count-hubble_4 int32 0 97	clump-count-hubble_4_fraction float32 0 1 ⌀	clump-count-hubble_5-plus int32 0 110	clump-count-hubble_5-plus_fraction float32 0 1 ⌀	clump-count-hubble_cant-tell int32 0 31	clump-count-hubble_cant-tell_fraction float32 0 1 ⌀	disk-edge-on-hubble_yes int32 0 113	disk-edge-on-hubble_yes_fraction float32 0 1 ⌀	disk-edge-on-hubble_total-votes int32 0 129	disk-edge-on-hubble_no int32 0 126	disk-edge-on-hubble_no_fraction float32 0 1 ⌀	bulge-shape-hubble_rounded int32 0 97	bulge-shape-hubble_rounded_fraction float32 0 1 ⌀	bulge-shape-hubble_total-votes int32 0 113	bulge-shape-hubble_boxy int32 0 56	bulge-shape-hubble_boxy_fraction float32 0 1 ⌀	bulge-shape-hubble_none int32 0 71	bulge-shape-hubble_none_fraction float32 0 1 ⌀	bar-hubble_yes int32 0 103	bar-hubble_yes_fraction float32 0 1 ⌀	bar-hubble_total-votes int32 0 139	bar-hubble_no int32 0 127	bar-hubble_no_fraction float32 0 1 ⌀	has-spiral-arms-hubble_yes int32 0 125	has-spiral-arms-hubble_yes_fraction float32 0 1 ⌀	has-spiral-arms-hubble_total-votes int32 0 126	has-spiral-arms-hubble_no int32 0 67	has-spiral-arms-hubble_no_fraction float32 0 1 ⌀	spiral-winding-hubble_tight int32 0 112	spiral-winding-hubble_tight_fraction float32 0 1 ⌀	spiral-winding-hubble_total-votes int32 0 136	spiral-winding-hubble_medium int32 0 97	spiral-winding-hubble_medium_fraction float32 0 1 ⌀	spiral-winding-hubble_loose int32 0 100	spiral-winding-hubble_loose_fraction float32 0 1 ⌀	spiral-arm-count-hubble_1 int32 0 73	spiral-arm-count-hubble_1_fraction float32 0 1 ⌀	spiral-arm-count-hubble_total-votes int32 0 136	spiral-arm-count-hubble_2 int32 0 126	spiral-arm-count-hubble_2_fraction float32 0 1 ⌀	spiral-arm-count-hubble_3 int32 0 124	spiral-arm-count-hubble_3_fraction float32 0 1 ⌀	spiral-arm-count-hubble_4 int32 0 64	spiral-arm-count-hubble_4_fraction float32 0 1 ⌀	spiral-arm-count-hubble_5-plus int32 0 79	spiral-arm-count-hubble_5-plus_fraction float32 0 1 ⌀	spiral-arm-count-hubble_cant-tell int32 0 76	spiral-arm-count-hubble_cant-tell_fraction float32 0 1 ⌀	bulge-size-hubble_none int32 0 89	bulge-size-hubble_none_fraction float32 0 1 ⌀	bulge-size-hubble_total-votes int32 0 139	bulge-size-hubble_just-noticeable int32 0 104	bulge-size-hubble_just-noticeable_fraction float32 0 1 ⌀	bulge-size-hubble_obvious int32 0 95	bulge-size-hubble_obvious_fraction float32 0 1 ⌀	bulge-size-hubble_dominant int32 0 67	bulge-size-hubble_dominant_fraction float32 0 1 ⌀	galaxy-symmetrical-hubble_yes int32 0 75	galaxy-symmetrical-hubble_yes_fraction float32 0 1 ⌀	galaxy-symmetrical-hubble_total-votes int32 0 106	galaxy-symmetrical-hubble_no int32 0 98	galaxy-symmetrical-hubble_no_fraction float32 0 1 ⌀	clumps-embedded-larger-object-hubble_yes int32 0 98	clumps-embedded-larger-object-hubble_yes_fraction float32 0 1 ⌀	clumps-embedded-larger-object-hubble_total-votes int32 0 106	clumps-embedded-larger-object-hubble_no int32 0 75	clumps-embedded-larger-object-hubble_no_fraction float32 0 1 ⌀	summary stringclasses 7 values
20105629.jpg	gz_hubble	150.741488	2.381528	24	0.585366	41	10	0.243902	7	0.170732	0	0	24	20	0.833333	4	0.166667	4	0.4	10	6	0.6	1	0.25	4	2	0.5	1	0.25	0	0	0	0	0	0	1	0.166667	6	5	0.833333	1	1	1	0	0	0	0	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	3	0.6	5	1	0.2	0	0	1	0.2	2	0.5	4	2	0.5	0	0	4	4	1
20050778.jpg	gz_hubble	149.478887	1.941513	41	0.836735	49	4	0.081633	4	0.081633	36	0.878049	41	5	0.121951	0	0	1	0.25	4	3	0.75	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	3	3	1	0	null	0	0	null	0	null	0	0	3	3	1	1	0.333333	3	2	0.666667	0	0	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	3	0	0	3	1	0	0	1	1	1	0	0	0	0	1	1	1	smooth_round
20129365.jpg	gz_hubble	149.688822	2.405017	26	0.530612	49	12	0.244898	11	0.22449	1	0.038462	26	10	0.384615	15	0.576923	2	0.166667	12	10	0.833333	2	1	2	0	0	0	0	0	0	0	0	0	0	4	0.4	10	6	0.6	1	0.25	4	3	0.75	0	0	0	0	6	6	1	2	0.333333	6	4	0.666667	0	0	2	0	0	2	1	0	0	2	1	0.5	0	0	1	0.5	0	0	0	0	3	0.5	6	0	0	0	0	3	0.5	2	1	2	0	0	2	1	2	0	0	smooth_cigar
20048452.jpg	gz_hubble	149.589886	1.94371	31	0.632653	49	10	0.204082	8	0.163265	0	0	31	20	0.645161	11	0.354839	3	0.3	10	7	0.7	2	0.666667	3	0	0	0	0	0	0	0	0	1	0.333333	2	0.285714	7	5	0.714286	2	1	2	0	0	0	0	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	1	0.2	5	1	0.2	1	0.2	2	0.4	3	1	3	0	0	2	0.666667	3	1	0.333333
20074295.jpg	gz_hubble	149.601013	2.076914	14	0.291667	48	9	0.1875	25	0.520833	3	0.214286	14	11	0.785714	0	0	6	0.666667	9	3	0.333333	5	0.833333	6	0	0	0	0	0	0	0	0	1	0.166667	0	0	3	3	1	0	null	0	0	null	0	null	0	0	3	3	1	0	0	3	3	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	3	1	3	0	0	0	0	0	0	1	0.166667	6	5	0.833333	4	0.666667	6	2	0.333333
20049360.jpg	gz_hubble	149.606485	1.835571	21	0.456522	46	19	0.413043	6	0.130435	4	0.190476	21	17	0.809524	0	0	8	0.421053	19	11	0.578947	0	0	8	0	0	3	0.375	1	0.125	4	0.5	0	0	0	0	11	11	1	0	null	0	0	null	0	null	7	0.583333	12	5	0.416667	5	0.454545	11	6	0.545455	0	0	6	5	0.833333	1	0.166667	0	0	6	6	1	0	0	0	0	0	0	0	0	9	0.75	12	3	0.25	0	0	0	0	2	0.285714	7	5	0.714286	4	0.571429	7	3	0.428571
20025752.jpg	gz_hubble	149.531486	1.678624	20	0.454545	44	4	0.090909	20	0.454545	13	0.65	20	6	0.3	1	0.05	2	0.5	4	2	0.5	0	0	2	0	0	0	0	0	0	2	1	0	0	0	0	2	2	1	0	null	0	0	null	0	null	0	0	2	2	1	0	0	2	2	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	2	1	2	0	0	0	0	0	0	1	0.5	2	1	0.5	0	0	2	2	1
20185651.jpg	gz_hubble	149.587708	2.761422	1	0.020833	48	44	0.916667	3	0.0625	0	0	1	1	1	0	0	3	0.068182	44	41	0.931818	2	0.666667	3	0	0	0	0	0	0	1	0.333333	0	0	2	0.04878	41	39	0.951219	0	0	2	0	0	2	1	8	0.205128	39	31	0.794872	35	0.897436	39	4	0.102564	30	0.857143	35	5	0.142857	0	0	0	0	35	4	0.114286	1	0.028571	3	0.085714	4	0.114286	23	0.657143	0	0	39	19	0.487179	18	0.461538	2	0.051282	1	0.333333	3	2	0.666667	1	0.333333	3	2	0.666667	unbarred_spiral
20129138.jpg	gz_hubble	149.679457	2.433034	8	0.170213	47	36	0.765957	3	0.06383	0	0	8	8	1	0	0	3	0.083333	36	33	0.916667	2	0.666667	3	0	0	0	0	0	0	1	0.333333	0	0	4	0.121212	33	29	0.878788	2	0.5	4	1	0.25	1	0.25	6	0.2	30	24	0.8	28	0.965517	29	1	0.034483	24	0.827586	29	5	0.172414	0	0	0	0	29	7	0.241379	6	0.206897	0	0	1	0.034483	15	0.517241	0	0	30	7	0.233333	21	0.7	2	0.066667	2	1	2	0	0	2	1	2	0	0	unbarred_spiral
90031165.jpg	gz_hubble	53.200882	-27.673493	41	0.344538	119	52	0.436975	26	0.218487	1	0.02381	42	24	0.571429	17	0.404762	48	0.923077	52	4	0.076923	1	0.020833	48	36	0.75	4	0.083333	0	0	0	0	7	0.145833	0	0	4	4	1	0	null	0	0	null	0	null	0	0	4	4	1	0	0	4	4	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	4	1	4	0	0	0	0	0	0	27	0.5625	48	21	0.4375	32	0.666667	48	16	0.333333
90030676.jpg	gz_hubble	53.370267	-27.625395	85	0.720339	118	26	0.220339	7	0.059322	4	0.046512	86	82	0.953488	0	0	9	0.346154	26	17	0.653846	9	1	9	0	0	0	0	0	0	0	0	0	0	2	0.117647	17	15	0.882353	2	1	2	0	0	0	0	0	0	15	15	1	2	0.133333	15	13	0.866667	0	0	2	1	0.5	1	0.5	1	0.5	2	0	0	0	0	0	0	0	0	1	0.5	0	0	15	2	0.133333	10	0.666667	3	0.2	4	0.5	8	4	0.5	6	0.75	8	2	0.25
20104560.jpg	gz_hubble	149.463345	2.263633	16	0.326531	49	29	0.591837	4	0.081633	0	0	16	2	0.125	14	0.875	5	0.166667	30	25	0.833333	2	0.4	5	1	0.2	1	0.2	0	0	0	0	1	0.2	5	0.2	25	20	0.8	0	0	5	0	0	5	1	10	0.5	20	10	0.5	17	0.85	20	3	0.15	0	0	17	0	0	17	1	0	0	17	17	1	0	0	0	0	0	0	0	0	18	0.9	20	1	0.05	0	0	1	0.05	2	0.4	5	3	0.6	2	0.4	5	3	0.6
20144886.jpg	gz_hubble	150.384015	2.489612	37	0.787234	47	5	0.106383	5	0.106383	3	0.081081	37	32	0.864865	2	0.054054	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	5	5	1	0	null	0	0	null	0	null	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	5	4	0.8	1	0.2	0	0	0	null	0	0	null	0	null	0	0	null
20086211.jpg	gz_hubble	150.329438	2.27316	17	0.346939	49	21	0.428571	11	0.22449	3	0.176471	17	8	0.470588	6	0.352941	6	0.285714	21	15	0.714286	0	0	5	0	0	1	0.2	0	0	2	0.4	2	0.4	2	0.133333	15	13	0.866667	0	0	2	0	0	2	1	1	0.076923	13	12	0.923077	3	0.230769	13	10	0.769231	1	0.333333	3	1	0.333333	1	0.333333	0	0	3	1	0.333333	1	0.333333	0	0	0	0	1	0.333333	13	1	13	0	0	0	0	0	0	0	0	6	6	1	0	0	6	6	1
13033190.jpg	gz_hubble	215.313346	53.050323	101	0.753731	134	17	0.126866	16	0.119403	98	0.970297	101	2	0.019802	1	0.009901	4	0.235294	17	13	0.764706	4	1	4	0	0	0	0	0	0	0	0	0	0	0	0	13	13	1	0	null	0	0	null	0	null	0	0	13	13	1	1	0.076923	13	12	0.923077	1	1	1	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	13	3	0.230769	9	0.692308	1	0.076923	3	0.75	4	1	0.25	4	1	4	0	0	smooth_round
20063153.jpg	gz_hubble	150.27042	2.033805	21	0.428571	49	25	0.510204	3	0.061224	0	0	21	21	1	0	0	12	0.48	25	13	0.52	1	0.083333	12	9	0.75	1	0.083333	0	0	0	0	1	0.083333	0	0	13	13	1	0	null	0	0	null	0	null	3	0.214286	14	11	0.785714	11	0.846154	13	2	0.153846	1	0.083333	12	2	0.166667	9	0.75	3	0.25	12	7	0.583333	2	0.166667	0	0	0	0	0	0	1	0.071429	14	12	0.857143	1	0.071429	0	0	4	0.363636	11	7	0.636364	8	0.727273	11	3	0.272727
20007787.jpg	gz_hubble	150.517843	1.776268	11	0.22	50	10	0.2	29	0.58	0	0	11	0	0	11	1	0	0	10	10	1	0	null	0	0	null	0	null	0	null	0	null	0	null	10	1	10	0	0	0	0	10	0	0	10	1	0	null	0	0	null	0	null	0	0	null	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	0	null	0	null	0	0	null
20002624.jpg	gz_hubble	149.974331	1.618367	38	0.791667	48	5	0.104167	5	0.104167	29	0.763158	38	9	0.236842	0	0	1	0.2	5	4	0.8	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	4	4	1	0	null	0	0	null	0	null	0	0	4	4	1	0	0	4	4	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	4	3	0.75	0	0	1	0.25	0	0	1	1	1	1	1	1	0	0	smooth_round
20038738.jpg	gz_hubble	150.217824	1.836722	35	0.76087	46	5	0.108696	6	0.130435	8	0.228571	35	25	0.714286	2	0.057143	3	0.6	5	2	0.4	2	0.666667	3	1	0.333333	0	0	0	0	0	0	0	0	0	0	2	2	1	0	null	0	0	null	0	null	0	0	2	2	1	1	0.5	2	1	0.5	1	1	1	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	2	1	0.5	0	0	1	0.5	2	0.666667	3	1	0.333333	2	0.666667	3	1	0.333333
20006288.jpg	gz_hubble	150.675143	1.675239	14	0.297872	47	10	0.212766	23	0.489362	0	0	14	11	0.785714	3	0.214286	0	0	10	10	1	0	null	0	0	null	0	null	0	null	0	null	0	null	1	0.1	10	9	0.9	1	1	1	0	0	0	0	0	0	9	9	1	1	0.111111	9	8	0.888889	0	0	1	0	0	1	1	0	0	1	1	1	0	0	0	0	0	0	0	0	7	0.777778	9	2	0.222222	0	0	0	0	0	null	0	0	null	0	null	0	0	null
90001395.jpg	gz_hubble	52.83952	-28.059306	80	0.707965	113	9	0.079646	24	0.212389	6	0.074074	81	71	0.876543	4	0.049383	4	0.444444	9	5	0.555556	3	0.75	4	1	0.25	0	0	0	0	0	0	0	0	0	0	5	5	1	0	null	0	0	null	0	null	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	1	0.2	5	1	0.2	1	0.2	2	0.4	2	0.666667	3	1	0.333333	1	0.333333	3	2	0.666667
90012362.jpg	gz_hubble	52.893284	-27.974588	36	0.310345	116	33	0.284483	47	0.405172	12	0.333333	36	23	0.638889	1	0.027778	15	0.454545	33	18	0.545455	3	0.2	15	1	0.066667	1	0.066667	0	0	2	0.133333	8	0.533333	0	0	18	18	1	0	null	0	0	null	0	null	2	0.090909	22	20	0.909091	6	0.315789	19	13	0.684211	0	0	10	7	0.7	3	0.3	1	0.1	10	3	0.3	1	0.1	0	0	0	0	5	0.5	3	0.142857	21	8	0.380952	8	0.380952	2	0.095238	1	0.090909	11	10	0.909091	8	0.727273	11	3	0.272727
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20045304.jpg	gz_hubble	149.821806	1.819707	32	0.666667	48	10	0.208333	6	0.125	21	0.65625	32	11	0.34375	0	0	4	0.4	10	6	0.6	2	0.5	4	0	0	2	0.5	0	0	0	0	0	0	0	0	6	6	1	0	null	0	0	null	0	null	1	0.166667	6	5	0.833333	0	0	6	6	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	6	2	0.333333	4	0.666667	0	0	4	1	4	0	0	2	0.5	4	2	0.5	smooth_round
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10035078.jpg	gz_hubble	215.274527	53.113656	50	0.420168	119	43	0.361345	26	0.218487	1	0.02	50	5	0.1	44	0.88	14	0.325581	43	29	0.674419	2	0.142857	14	1	0.071429	5	0.357143	0	0	2	0.142857	4	0.285714	16	0.551724	29	13	0.448276	12	0.75	16	1	0.0625	3	0.1875	1	0.071429	14	13	0.928571	1	0.076923	13	12	0.923077	0	0	2	1	0.5	1	0.5	1	0.5	2	1	0.5	0	0	0	0	0	0	0	0	5	0.357143	14	9	0.642857	0	0	0	0	5	0.384615	13	8	0.615385	9	0.692308	13	4	0.307692
13035274.jpg	gz_hubble	214.999035	53.050664	30	0.23622	127	91	0.716535	6	0.047244	2	0.066667	30	1	0.033333	27	0.9	9	0.098901	91	82	0.901099	3	0.3	10	6	0.6	0	0	0	0	0	0	1	0.1	80	0.97561	82	2	0.02439	47	0.5875	80	9	0.1125	24	0.3	1	0.5	2	1	0.5	0	0	2	2	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	2	2	1	0	0	0	0	2	0.222222	9	7	0.777778	9	1	9	0	0	edge_on_disk
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20051979.jpg	gz_hubble	150.763315	2.113948	34	0.772727	44	7	0.159091	3	0.068182	10	0.294118	34	24	0.705882	0	0	3	0.428571	7	4	0.571429	2	0.666667	3	0	0	1	0.333333	0	0	0	0	0	0	0	0	4	4	1	0	null	0	0	null	0	null	0	0	4	4	1	0	0	4	4	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	1	0.25	4	1	0.25	2	0.5	0	0	2	0.666667	3	1	0.333333	2	0.666667	3	1	0.333333
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12004088.jpg	gz_hubble	214.406455	52.404288	78	0.604651	129	39	0.302326	12	0.093023	0	0	78	1	0.012821	77	0.987179	1	0.025641	39	38	0.974359	0	0	1	1	1	0	0	0	0	0	0	0	0	35	0.921053	38	3	0.078947	8	0.228571	35	4	0.114286	23	0.657143	0	0	3	3	1	0	0	3	3	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	2	0.666667	3	1	0.333333	0	0	0	0	1	1	1	0	0	1	1	1	0	0	smooth_cigar
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90004198.jpg	gz_hubble	53.301073	-28.024813	93	0.762295	122	12	0.098361	17	0.139344	30	0.319149	94	64	0.680851	0	0	6	0.5	12	6	0.5	6	1	6	0	0	0	0	0	0	0	0	0	0	0	0	6	6	1	0	null	0	0	null	0	null	0	0	6	6	1	1	0.166667	6	5	0.833333	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	6	2	0.333333	3	0.5	1	0.166667	2	0.4	5	3	0.6	3	0.6	5	2	0.4
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20163100.jpg	gz_hubble	150.743105	2.744339	36	0.75	48	9	0.1875	3	0.0625	0	0	36	0	0	36	1	2	0.222222	9	7	0.777778	0	0	2	1	0.5	0	0	0	0	0	0	1	0.5	7	1	7	0	0	3	0.428571	7	1	0.142857	3	0.428571	1	1	1	0	0	0	null	0	0	null	0	0	1	1	1	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	1	1	1	0	0	1	1	1	0	0	smooth_cigar
20174666.jpg	gz_hubble	150.159093	2.74828	22	0.488889	45	20	0.444444	3	0.066667	10	0.454545	22	12	0.545455	0	0	8	0.380952	21	13	0.619048	2	0.25	8	0	0	0	0	0	0	4	0.5	2	0.25	1	0.076923	13	12	0.923077	0	0	1	0	0	1	1	4	0.285714	14	10	0.714286	10	0.833333	12	2	0.166667	6	0.5	12	6	0.5	0	0	0	0	12	1	0.083333	2	0.166667	0	0	0	0	9	0.75	0	0	14	9	0.642857	4	0.285714	1	0.071429	4	0.666667	6	2	0.333333	5	0.833333	6	1	0.166667
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20132021.jpg	gz_hubble	149.57703	2.332749	40	0.769231	52	5	0.096154	7	0.134615	25	0.625	40	14	0.35	1	0.025	5	1	5	0	0	4	0.8	5	0	0	1	0.2	0	0	0	0	0	0	0	null	0	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	0	null	0	0	null	0	null	0	null	0	null	0	null	0	null	0	0	null	0	null	0	null	3	0.6	5	2	0.4	3	0.6	5	2	0.4	smooth_round
90036133.jpg	gz_hubble	53.062005	-27.669542	26	0.2	130	12	0.092308	92	0.707692	23	0.884615	26	3	0.115385	0	0	1	0.083333	12	11	0.916667	1	1	1	0	0	0	0	0	0	0	0	0	0	5	0.454545	11	6	0.545455	5	1	5	0	0	0	0	2	0.333333	6	4	0.666667	1	0.166667	6	5	0.833333	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	2	0.333333	6	3	0.5	0	0	1	0.166667	0	0	1	1	1	1	1	1	0	0
20096469.jpg	gz_hubble	149.838311	2.235284	7	0.132075	53	38	0.716981	8	0.150943	3	0.428571	7	4	0.571429	0	0	2	0.052632	38	36	0.947368	1	0.5	2	0	0	0	0	0	0	0	0	1	0.5	0	0	36	36	1	0	null	0	0	null	0	null	1	0.027027	37	36	0.972973	36	1	36	0	0	16	0.432432	37	14	0.378378	7	0.189189	10	0.27027	37	20	0.540541	1	0.027027	1	0.027027	0	0	5	0.135135	11	0.297297	37	23	0.621622	3	0.081081	0	0	1	1	1	0	0	0	0	1	1	1	unbarred_spiral
20076743.jpg	gz_hubble	149.643622	2.026663	13	0.481481	27	8	0.296296	6	0.222222	0	0	13	8	0.615385	5	0.384615	6	0.75	8	2	0.25	0	0	6	2	0.333333	3	0.5	0	0	0	0	1	0.166667	1	0.5	2	1	0.5	0	0	1	0	0	1	1	1	0.5	2	1	0.5	0	0	1	1	1	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	0.5	2	1	0.5	0	0	0	0	3	0.6	5	2	0.4	4	0.8	5	1	0.2
20093034.jpg	gz_hubble	150.032505	2.219486	12	0.222222	54	28	0.518519	14	0.259259	3	0.25	12	9	0.75	0	0	6	0.214286	28	22	0.785714	0	0	6	0	0	3	0.5	0	0	0	0	3	0.5	0	0	22	22	1	0	null	0	0	null	0	null	7	0.291667	24	17	0.708333	16	0.727273	22	6	0.272727	0	0	18	9	0.5	9	0.5	2	0.111111	18	15	0.833333	1	0.055556	0	0	0	0	0	0	19	0.791667	24	4	0.166667	1	0.041667	0	0	1	0.25	4	3	0.75	2	0.5	4	2	0.5
20104589.jpg	gz_hubble	149.449234	2.244009	16	0.313726	51	26	0.509804	9	0.176471	1	0.0625	16	7	0.4375	8	0.5	17	0.653846	26	9	0.346154	0	0	17	5	0.294118	8	0.470588	0	0	0	0	4	0.235294	2	0.222222	9	7	0.777778	1	0.5	2	0	0	1	0.5	0	0	7	7	1	1	0.142857	7	6	0.857143	0	0	1	1	1	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	6	0.857143	7	1	0.142857	0	0	0	0	9	0.529412	17	8	0.470588	3	0.176471	17	14	0.823529
20071046.jpg	gz_hubble	149.744027	2.091417	33	0.673469	49	11	0.22449	5	0.102041	6	0.181818	33	27	0.818182	0	0	4	0.363636	11	7	0.636364	4	1	4	0	0	0	0	0	0	0	0	0	0	2	0.285714	7	5	0.714286	1	0.5	2	1	0.5	0	0	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	5	2	0.4	3	0.6	0	0	2	0.5	4	2	0.5	4	1	4	0	0
90025939.jpg	gz_hubble	52.980291	-27.712642	75	0.675676	111	19	0.171171	17	0.153153	25	0.328947	76	51	0.671053	0	0	3	0.157895	19	16	0.842105	3	1	3	0	0	0	0	0	0	0	0	0	0	0	0	16	16	1	0	null	0	0	null	0	null	0	0	16	16	1	0	0	16	16	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	16	0	0	3	0.1875	13	0.8125	2	1	2	0	0	2	1	2	0	0
20043594.jpg	gz_hubble	149.859009	1.918799	18	0.642857	28	5	0.178571	5	0.178571	13	0.722222	18	5	0.277778	0	0	1	0.2	5	4	0.8	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	4	4	1	0	null	0	0	null	0	null	0	0	4	4	1	0	0	4	4	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	1	0.25	4	3	0.75	0	0	0	0	1	1	1	0	0	1	1	1	0	0
20082360.jpg	gz_hubble	150.552571	2.289393	34	0.723404	47	8	0.170213	5	0.106383	27	0.771429	35	8	0.228571	0	0	3	0.375	8	5	0.625	3	1	3	0	0	0	0	0	0	0	0	0	0	0	0	5	5	1	0	null	0	0	null	0	null	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	5	0	0	4	0.8	1	0.2	3	1	3	0	0	1	0.333333	3	2	0.666667	smooth_round
90101256.jpg	gz_hubble	52.983273	-27.926301	74	0.587302	126	33	0.261905	19	0.150794	46	0.621622	74	28	0.378378	0	0	11	0.333333	33	22	0.666667	7	0.636364	11	1	0.090909	1	0.090909	1	0.090909	0	0	1	0.090909	0	0	22	22	1	0	null	0	0	null	0	null	3	0.130435	23	20	0.869565	7	0.318182	22	15	0.681818	5	0.625	8	3	0.375	0	0	0	0	8	3	0.375	0	0	0	0	0	0	5	0.625	2	0.086957	23	5	0.217391	9	0.391304	7	0.304348	8	0.8	10	2	0.2	8	0.8	10	2	0.2	smooth_round
20146847.jpg	gz_hubble	150.149331	2.595538	24	0.5	48	15	0.3125	9	0.1875	1	0.041667	24	12	0.5	11	0.458333	11	0.733333	15	4	0.266667	0	0	11	2	0.181818	3	0.272727	3	0.272727	1	0.090909	2	0.181818	0	0	4	4	1	0	null	0	0	null	0	null	0	0	4	4	1	0	0	4	4	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	4	1	4	0	0	0	0	0	0	2	0.181818	11	9	0.818182	9	0.818182	11	2	0.181818
20075135.jpg	gz_hubble	149.654002	2.004408	27	0.710526	38	5	0.131579	6	0.157895	15	0.555556	27	12	0.444444	0	0	1	0.2	5	4	0.8	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	4	4	1	0	null	0	0	null	0	null	1	0.25	4	3	0.75	2	0.5	4	2	0.5	0	0	2	0	0	2	1	1	0.5	2	1	0.5	0	0	0	0	0	0	0	0	4	1	4	0	0	0	0	0	0	0	0	1	1	1	1	1	1	0	0	smooth_round
20013762.jpg	gz_hubble	150.174068	1.754614	30	0.731707	41	4	0.097561	7	0.170732	9	0.3	30	21	0.7	0	0	2	0.5	4	2	0.5	2	1	2	0	0	0	0	0	0	0	0	0	0	0	0	2	2	1	0	null	0	0	null	0	null	0	0	2	2	1	0	0	2	2	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	2	1	2	0	0	0	0	0	0	1	0.5	2	1	0.5	1	0.5	2	1	0.5
20158081.jpg	gz_hubble	149.651463	2.588414	27	0.613636	44	13	0.295455	4	0.090909	0	0	27	3	0.111111	24	0.888889	0	0	13	13	1	0	null	0	0	null	0	null	0	null	0	null	0	null	8	0.615385	13	5	0.384615	1	0.125	8	0	0	7	0.875	5	1	5	0	0	2	0.4	5	3	0.6	2	1	2	0	0	0	0	0	0	2	1	0.5	0	0	0	0	0	0	1	0.5	3	0.6	5	2	0.4	0	0	0	0	0	null	0	0	null	0	null	0	0	null	smooth_cigar
20006298.jpg	gz_hubble	150.651583	1.672227	25	0.531915	47	12	0.255319	10	0.212766	2	0.08	25	19	0.76	4	0.16	6	0.5	12	6	0.5	3	0.5	6	1	0.166667	0	0	0	0	0	0	2	0.333333	1	0.166667	6	5	0.833333	1	1	1	0	0	0	0	0	0	5	5	1	1	0.2	5	4	0.8	0	0	1	1	1	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	5	4	0.8	1	0.2	0	0	2	0.333333	6	4	0.666667	5	0.833333	6	1	0.166667
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20130154.jpg	gz_hubble	149.564965	2.428609	28	0.538462	52	15	0.288462	9	0.173077	2	0.071429	28	18	0.642857	8	0.285714	4	0.266667	15	11	0.733333	3	0.75	4	0	0	0	0	0	0	0	0	1	0.25	0	0	11	11	1	0	null	0	0	null	0	null	0	0	11	11	1	6	0.545455	11	5	0.454545	1	0.166667	6	1	0.166667	4	0.666667	0	0	6	5	0.833333	1	0.166667	0	0	0	0	0	0	2	0.181818	11	8	0.727273	1	0.090909	0	0	1	0.25	4	3	0.75	3	0.75	4	1	0.25
20257004.jpg	gz_hubble	150.033384	2.193039	19	0.413043	46	9	0.195652	18	0.391304	2	0.105263	19	16	0.842105	1	0.052632	4	0.444444	9	5	0.555556	0	0	4	0	0	0	0	0	0	0	0	4	1	0	0	5	5	1	0	null	0	0	null	0	null	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	5	1	5	0	0	0	0	0	0	0	0	4	4	1	2	0.5	4	2	0.5
20169350.jpg	gz_hubble	150.499284	2.670215	0	0	42	38	0.904762	4	0.095238	0	null	0	0	null	0	null	1	0.026316	38	37	0.973684	0	0	1	0	0	0	0	0	0	0	0	1	1	2	0.054054	37	35	0.945946	1	0.5	2	0	0	1	0.5	27	0.75	36	9	0.25	33	0.942857	35	2	0.057143	4	0.117647	34	11	0.323529	19	0.558824	0	0	34	26	0.764706	5	0.147059	1	0.029412	0	0	2	0.058824	1	0.027778	36	20	0.555556	13	0.361111	2	0.055556	0	null	0	0	null	0	null	0	0	null	barred_spiral
13027523.jpg	gz_hubble	214.889805	52.955563	88	0.692913	127	24	0.188976	15	0.11811	2	0.022472	89	18	0.202247	69	0.775281	4	0.166667	24	20	0.833333	2	0.5	4	1	0.25	0	0	0	0	0	0	1	0.25	10	0.5	20	10	0.5	6	0.6	10	2	0.2	2	0.2	3	0.3	10	7	0.7	4	0.4	10	6	0.6	1	0.25	4	2	0.5	1	0.25	0	0	4	2	0.5	0	0	0	0	0	0	2	0.5	3	0.3	10	7	0.7	0	0	0	0	2	0.666667	3	1	0.333333	2	0.666667	3	1	0.333333	smooth_cigar
20110618.jpg	gz_hubble	150.394158	2.431296	25	0.609756	41	5	0.121951	11	0.268293	3	0.12	25	22	0.88	0	0	1	0.2	5	4	0.8	0	0	1	0	0	0	0	0	0	1	1	0	0	0	0	4	4	1	0	null	0	0	null	0	null	0	0	5	5	1	2	0.5	4	2	0.5	1	0.333333	3	1	0.333333	1	0.333333	1	0.333333	3	0	0	0	0	0	0	0	0	2	0.666667	4	0.8	5	0	0	0	0	1	0.2	0	null	0	0	null	0	null	0	0	null
20160347.jpg	gz_hubble	149.579598	2.473039	13	0.288889	45	5	0.111111	27	0.6	11	0.846154	13	2	0.153846	0	0	2	0.4	5	3	0.6	1	0.5	2	1	0.5	0	0	0	0	0	0	0	0	1	0.333333	3	2	0.666667	1	1	1	0	0	0	0	0	0	2	2	1	0	0	2	2	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	2	0	0	0	0	2	1	0	0	2	2	1	1	0.5	2	1	0.5
20180730.jpg	gz_hubble	149.946049	2.70703	20	0.444444	45	17	0.377778	8	0.177778	0	0	20	16	0.8	4	0.2	7	0.411765	17	10	0.588235	1	0.142857	7	2	0.285714	0	0	0	0	0	0	4	0.571429	1	0.1	10	9	0.9	0	0	1	0	0	1	1	2	0.222222	9	7	0.777778	4	0.444444	9	5	0.555556	0	0	4	2	0.5	2	0.5	2	0.5	4	2	0.5	0	0	0	0	0	0	0	0	7	0.777778	9	1	0.111111	0	0	1	0.111111	1	0.142857	7	6	0.857143	7	1	7	0	0
20195255.jpg	gz_hubble	150.09502	2.808428	33	0.785714	42	6	0.142857	3	0.071429	29	0.878788	33	3	0.090909	1	0.030303	1	0.166667	6	5	0.833333	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	5	5	1	0	null	0	0	null	0	null	0	0	5	5	1	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	5	2	0.4	2	0.4	1	0.2	0	0	1	1	1	0	0	1	1	1	smooth_round
13050560.jpg	gz_hubble	215.211674	53.16098	99	0.831933	119	5	0.042017	15	0.12605	13	0.127451	102	86	0.843137	3	0.029412	4	0.8	5	1	0.2	3	0.75	4	1	0.25	0	0	0	0	0	0	0	0	0	0	1	1	1	0	null	0	0	null	0	null	0	0	1	1	1	0	0	1	1	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	1	1	1	0	0	0	0	1	0.5	2	1	0.5	2	1	2	0	0
20070341.jpg	gz_hubble	149.831051	2.065139	26	0.604651	43	10	0.232558	7	0.162791	1	0.038462	26	24	0.923077	1	0.038462	4	0.4	10	6	0.6	1	0.25	4	3	0.75	0	0	0	0	0	0	0	0	1	0.166667	6	5	0.833333	1	1	1	0	0	0	0	2	0.4	5	3	0.6	3	0.6	5	2	0.4	0	0	3	1	0.333333	2	0.666667	1	0.333333	3	1	0.333333	0	0	0	0	0	0	1	0.333333	1	0.2	5	2	0.4	1	0.2	1	0.2	0	0	4	4	1	1	0.25	4	3	0.75
20077806.jpg	gz_hubble	149.554339	2.004334	11	0.333333	33	11	0.333333	11	0.333333	0	0	11	6	0.545455	5	0.454545	7	0.636364	11	4	0.363636	1	0.142857	7	1	0.142857	2	0.285714	0	0	0	0	3	0.428571	0	0	4	4	1	0	null	0	0	null	0	null	0	0	5	5	1	1	0.25	4	3	0.75	0	0	2	0	0	2	1	1	0.5	2	1	0.5	0	0	0	0	0	0	0	0	5	1	5	0	0	0	0	0	0	1	0.166667	6	5	0.833333	5	0.833333	6	1	0.166667
20188627.jpg	gz_hubble	149.549774	2.685895	29	0.58	50	12	0.24	9	0.18	0	0	29	24	0.827586	5	0.172414	3	0.25	12	9	0.75	1	0.333333	3	2	0.666667	0	0	0	0	0	0	0	0	3	0.333333	9	6	0.666667	2	0.666667	3	1	0.333333	0	0	1	0.166667	6	5	0.833333	0	0	6	6	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	6	2	0.333333	3	0.5	1	0.166667	0	0	3	3	1	1	0.333333	3	2	0.666667
20058834.jpg	gz_hubble	150.404485	2.00782	33	0.804878	41	8	0.195122	0	0	0	0	33	23	0.69697	10	0.30303	3	0.375	8	5	0.625	0	0	3	0	0	0	0	0	0	1	0.333333	2	0.666667	0	0	5	5	1	0	null	0	0	null	0	null	2	0.333333	6	4	0.666667	3	0.6	5	2	0.4	3	0.75	4	1	0.25	0	0	2	0.5	4	1	0.25	0	0	0	0	0	0	1	0.25	3	0.5	6	2	0.333333	1	0.166667	0	0	2	1	2	0	0	1	0.5	2	1	0.5