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
20133924.jpg	gz_hubble	149.545148	2.298208	11	0.244444	45	28	0.622222	6	0.133333	6	0.545455	11	5	0.454545	0	0	9	0.321429	28	19	0.678571	1	0.111111	9	0	0	0	0	0	0	6	0.666667	2	0.222222	0	0	19	19	1	0	null	0	0	null	0	null	16	0.615385	26	10	0.384615	18	0.947368	19	1	0.052632	12	0.48	25	13	0.52	0	0	0	0	25	12	0.48	11	0.44	0	0	0	0	2	0.08	3	0.115385	26	19	0.730769	3	0.115385	1	0.038462	1	0.5	2	1	0.5	1	0.5	2	1	0.5
20059015.jpg	gz_hubble	150.415983	1.978339	30	0.638298	47	9	0.191489	8	0.170213	0	0	30	30	1	0	0	3	0.333333	9	6	0.666667	1	0.333333	3	2	0.666667	0	0	0	0	0	0	0	0	2	0.333333	6	4	0.666667	2	1	2	0	0	0	0	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	0	0	3	0.75	1	0.25	1	0.333333	3	2	0.666667	2	0.666667	3	1	0.333333
20057374.jpg	gz_hubble	150.446182	2.117646	7	0.142857	49	34	0.693878	8	0.163265	0	0	7	7	1	0	0	27	0.794118	34	7	0.205882	0	0	27	1	0.037037	11	0.407407	2	0.074074	10	0.37037	3	0.111111	0	0	7	7	1	0	null	0	0	null	0	null	0	0	9	9	1	2	0.285714	7	5	0.714286	0	0	4	0	0	4	1	3	0.75	4	0	0	0	0	0	0	0	0	1	0.25	6	0.666667	9	2	0.222222	1	0.111111	0	0	5	0.2	25	20	0.8	4	0.16	25	21	0.84
12024533.jpg	gz_hubble	214.521753	52.699262	88	0.709677	124	12	0.096774	24	0.193548	12	0.136364	88	65	0.738636	11	0.125	3	0.25	12	9	0.75	3	1	3	0	0	0	0	0	0	0	0	0	0	2	0.222222	9	7	0.777778	1	0.5	2	1	0.5	0	0	0	0	7	7	1	1	0.142857	7	6	0.857143	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	7	4	0.571429	2	0.285714	1	0.142857	3	1	3	0	0	1	0.333333	3	2	0.666667
20191079.jpg	gz_hubble	150.506976	2.804034	8	0.181818	44	36	0.818182	0	0	0	0	8	0	0	8	1	1	0.027778	36	35	0.972222	0	0	1	0	0	0	0	0	0	0	0	1	1	35	1	35	0	0	20	0.571429	35	10	0.285714	5	0.142857	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	0	1	1	1	0	0	1	1	1	edge_on_disk
20165677.jpg	gz_hubble	150.703921	2.685625	29	0.659091	44	11	0.25	4	0.090909	1	0.034483	29	5	0.172414	23	0.793103	0	0	11	11	1	0	null	0	0	null	0	null	0	null	0	null	0	null	3	0.3	10	7	0.7	2	0.666667	3	0	0	1	0.333333	0	0	7	7	1	4	0.571429	7	3	0.428571	3	0.75	4	1	0.25	0	0	0	0	4	0	0	0	0	0	0	0	0	4	1	1	0.125	8	7	0.875	0	0	0	0	0	null	0	0	null	0	null	0	0	null	smooth_cigar
20007236.jpg	gz_hubble	150.47822	1.790348	27	0.5625	48	19	0.395833	2	0.041667	8	0.296296	27	19	0.703704	0	0	5	0.263158	19	14	0.736842	5	1	5	0	0	0	0	0	0	0	0	0	0	0	0	14	14	1	0	null	0	0	null	0	null	0	0	14	14	1	0	0	14	14	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	14	2	0.142857	6	0.428571	6	0.428571	0	0	5	5	1	5	1	5	0	0
90023752.jpg	gz_hubble	52.899307	-27.720024	53	0.464912	114	53	0.464912	8	0.070175	1	0.018868	53	0	0	52	0.981132	3	0.056604	53	50	0.943396	0	0	3	1	0.333333	0	0	0	0	2	0.666667	0	0	46	0.92	50	4	0.08	14	0.304348	46	7	0.152174	25	0.543478	1	0.25	4	3	0.75	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	3	1	3	0	0	2	0.666667	3	1	0.333333
20126344.jpg	gz_hubble	149.761653	2.398732	33	0.647059	51	11	0.215686	7	0.137255	0	0	33	10	0.30303	23	0.69697	11	1	11	0	0	1	0.090909	11	2	0.181818	1	0.090909	2	0.181818	2	0.181818	3	0.272727	0	null	0	0	null	0	null	0	0	null	0	null	0	0	1	1	1	0	null	0	0	null	0	0	1	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	1	1	1	1	1	0	0	0	0	0	0	6	0.6	10	4	0.4	8	0.8	10	2	0.2	smooth_cigar
20084548.jpg	gz_hubble	150.547031	2.203812	25	0.480769	52	17	0.326923	10	0.192308	1	0.04	25	2	0.08	22	0.88	14	0.823529	17	3	0.176471	0	0	14	2	0.142857	3	0.214286	5	0.357143	2	0.142857	2	0.142857	1	0.333333	3	2	0.666667	0	0	1	0	0	1	1	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	6	0.428571	14	8	0.571429	9	0.642857	14	5	0.357143
20158431.jpg	gz_hubble	149.722456	2.611826	35	0.714286	49	11	0.22449	3	0.061224	0	0	35	0	0	35	1	0	0	11	11	1	0	null	0	0	null	0	null	0	null	0	null	0	null	10	0.909091	11	1	0.090909	1	0.1	10	0	0	9	0.9	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	1	1	1	0	0	0	0	0	0	0	null	0	0	null	0	null	0	0	null	smooth_cigar
20195969.jpg	gz_hubble	150.053953	2.856243	32	0.695652	46	9	0.195652	5	0.108696	1	0.03125	32	27	0.84375	4	0.125	7	0.777778	9	2	0.222222	2	0.285714	7	3	0.428571	1	0.142857	1	0.142857	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	0	0	2	2	1	0	0	0	0	4	0.571429	7	3	0.428571	5	0.714286	7	2	0.285714
20118164.jpg	gz_hubble	150.191239	2.411233	21	0.403846	52	20	0.384615	11	0.211538	0	0	21	19	0.904762	2	0.095238	14	0.7	20	6	0.3	0	0	14	5	0.357143	1	0.071429	0	0	2	0.142857	6	0.428571	0	0	6	6	1	0	null	0	0	null	0	null	0	0	6	6	1	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	6	1	6	0	0	0	0	0	0	1	0.071429	14	13	0.928571	6	0.428571	14	8	0.571429
13018663.jpg	gz_hubble	214.967477	52.92632	21	0.182609	115	83	0.721739	11	0.095652	1	0.047619	21	1	0.047619	19	0.904762	3	0.036145	83	80	0.963855	3	1	3	0	0	0	0	0	0	0	0	0	0	77	0.9625	80	3	0.0375	65	0.844156	77	5	0.064935	7	0.090909	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	0	0	3	0	0	2	0.666667	1	0.333333	3	1	3	0	0	3	1	3	0	0	edge_on_disk
20054905.jpg	gz_hubble	150.616821	1.985096	30	0.6	50	11	0.22	9	0.18	0	0	30	13	0.433333	17	0.566667	2	0.181818	11	9	0.818182	2	1	2	0	0	0	0	0	0	0	0	0	0	3	0.333333	9	6	0.666667	3	1	3	0	0	0	0	0	0	6	6	1	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	5	0.833333	0	0	1	0.166667	2	1	2	0	0	2	1	2	0	0	smooth_cigar
20101040.jpg	gz_hubble	149.606337	2.267659	21	0.538462	39	10	0.25641	8	0.205128	1	0.047619	21	20	0.952381	0	0	8	0.8	10	2	0.2	0	0	8	2	0.25	1	0.125	2	0.25	1	0.125	2	0.25	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	3	0.375	8	5	0.625	8	1	8	0	0
20120647.jpg	gz_hubble	150.118372	2.367535	15	0.326087	46	18	0.391304	13	0.282609	0	0	15	14	0.933333	1	0.066667	6	0.333333	18	12	0.666667	2	0.333333	6	3	0.5	0	0	0	0	0	0	1	0.166667	0	0	12	12	1	0	null	0	0	null	0	null	0	0	12	12	1	2	0.166667	12	10	0.833333	1	0.5	2	0	0	1	0.5	0	0	2	1	0.5	0	0	0	0	0	0	1	0.5	9	0.75	12	2	0.166667	0	0	1	0.083333	2	0.333333	6	4	0.666667	3	0.5	6	3	0.5
20197037.jpg	gz_hubble	149.868442	2.871363	18	0.391304	46	25	0.543478	3	0.065217	0	0	18	1	0.055556	17	0.944444	0	0	25	25	1	0	null	0	0	null	0	null	0	null	0	null	0	null	24	0.96	25	1	0.04	21	0.875	24	1	0.041667	2	0.083333	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	0	0	1	1	0	0	0	null	0	0	null	0	null	0	0	null	edge_on_disk
20112241.jpg	gz_hubble	150.538558	2.363254	5	0.172414	29	20	0.689655	4	0.137931	0	0	5	1	0.2	4	0.8	4	0.2	20	16	0.8	0	0	4	0	0	0	0	1	0.25	2	0.5	1	0.25	1	0.0625	16	15	0.9375	0	0	1	1	1	0	0	11	0.578947	19	8	0.421053	14	0.933333	15	1	0.066667	6	0.333333	18	5	0.277778	7	0.388889	1	0.055556	18	7	0.388889	5	0.277778	0	0	1	0.055556	4	0.222222	5	0.263158	19	9	0.473684	4	0.210526	1	0.052632	0	null	0	0	null	0	null	0	0	null
20112631.jpg	gz_hubble	150.422903	2.326594	36	0.782609	46	5	0.108696	5	0.108696	32	0.888889	36	4	0.111111	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	1	0.25	0	0	1	1	1	0	0	1	1	1	0	0	smooth_round
90036867.jpg	gz_hubble	52.93677	-27.581082	84	0.688525	122	18	0.147541	20	0.163934	38	0.44186	86	47	0.546512	1	0.011628	5	0.277778	18	13	0.722222	5	1	5	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	0	0	13	13	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	13	1	0.076923	6	0.461538	6	0.461538	2	0.666667	3	1	0.333333	2	0.666667	3	1	0.333333
20131106.jpg	gz_hubble	149.697207	2.33382	36	0.75	48	7	0.145833	5	0.104167	5	0.138889	36	29	0.805556	2	0.055556	2	0.285714	7	5	0.714286	0	0	2	0	0	0	0	0	0	0	0	2	1	0	0	5	5	1	0	null	0	0	null	0	null	1	0.2	5	4	0.8	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	2	0.4	5	2	0.4	1	0.2	0	0	1	0.5	2	1	0.5	2	1	2	0	0
20071182.jpg	gz_hubble	149.762737	2.054838	35	0.833333	42	6	0.142857	1	0.02381	0	0	35	1	0.028571	34	0.971429	1	0.166667	6	5	0.833333	0	0	1	0	0	0	0	0	0	0	0	1	1	4	0.8	5	1	0.2	1	0.25	4	0	0	3	0.75	1	1	1	0	0	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	1	1	1	0	0	0	0	0	0	1	1	1	0	0	0	0	1	1	1	smooth_cigar
20096237.jpg	gz_hubble	149.866673	2.274425	18	0.666667	27	4	0.148148	5	0.185185	15	0.833333	18	3	0.166667	0	0	2	0.5	4	2	0.5	1	0.5	2	1	0.5	0	0	0	0	0	0	0	0	1	0.5	2	1	0.5	1	1	1	0	0	0	0	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	0	0	1	1	0	0	2	1	2	0	0	1	0.5	2	1	0.5
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12024800.jpg	gz_hubble	214.521568	52.7043	35	0.284553	123	71	0.577236	17	0.138211	0	0	35	31	0.885714	4	0.114286	23	0.323944	71	48	0.676056	3	0.130435	23	4	0.173913	2	0.086957	0	0	6	0.26087	8	0.347826	0	0	48	48	1	0	null	0	0	null	0	null	6	0.115385	52	46	0.884615	33	0.6875	48	15	0.3125	12	0.324324	37	13	0.351351	12	0.324324	9	0.243243	37	4	0.108108	3	0.081081	2	0.054054	3	0.081081	16	0.432432	21	0.403846	52	26	0.5	5	0.096154	0	0	4	0.210526	19	15	0.789474	17	0.894737	19	2	0.105263
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20004845.jpg	gz_hubble	150.7185	1.753909	9	0.204545	44	32	0.727273	3	0.068182	1	0.111111	9	8	0.888889	0	0	13	0.40625	32	19	0.59375	0	0	13	0	0	0	0	3	0.230769	7	0.538462	3	0.230769	1	0.052632	19	18	0.947368	1	1	1	0	0	0	0	0	0	29	29	1	17	0.944444	18	1	0.055556	19	0.678571	28	8	0.285714	1	0.035714	1	0.035714	28	9	0.321429	4	0.142857	2	0.071429	0	0	12	0.428571	8	0.275862	29	19	0.655172	2	0.068966	0	0	2	1	2	0	0	1	0.5	2	1	0.5
20071144.jpg	gz_hubble	149.733842	2.066945	23	0.489362	47	16	0.340426	8	0.170213	4	0.173913	23	19	0.826087	0	0	8	0.5	16	8	0.5	1	0.125	8	1	0.125	0	0	0	0	2	0.25	4	0.5	0	0	8	8	1	0	null	0	0	null	0	null	0	0	8	8	1	0	0	8	8	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	7	0.875	8	0	0	1	0.125	0	0	2	0.25	8	6	0.75	5	0.625	8	3	0.375
20045701.jpg	gz_hubble	149.82746	1.825534	26	0.530612	49	16	0.326531	7	0.142857	0	0	26	22	0.846154	4	0.153846	10	0.625	16	6	0.375	1	0.1	10	3	0.3	6	0.6	0	0	0	0	0	0	4	0.666667	6	2	0.333333	3	0.75	4	1	0.25	0	0	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	1	0.5	1	0.5	0	0	2	0.2	10	8	0.8	7	0.7	10	3	0.3
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90008146.jpg	gz_hubble	53.310074	-27.904824	82	0.666667	123	13	0.105691	28	0.227642	55	0.654762	84	28	0.333333	1	0.011905	6	0.461538	13	7	0.538462	4	0.666667	6	0	0	1	0.166667	0	0	0	0	1	0.166667	1	0.142857	7	6	0.857143	1	1	1	0	0	0	0	0	0	6	6	1	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	5	0.833333	6	0	0	1	0.166667	0	0	0	0	5	5	1	3	0.6	5	2	0.4	smooth_round
90002214.jpg	gz_hubble	53.090252	-28.026347	106	0.76259	139	20	0.143885	13	0.093525	2	0.018868	106	99	0.933962	5	0.04717	2	0.1	20	18	0.9	2	1	2	0	0	0	0	0	0	0	0	0	0	1	0.055556	18	17	0.944444	1	1	1	0	0	0	0	0	0	17	17	1	1	0.058824	17	16	0.941176	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	17	7	0.411765	5	0.294118	5	0.294118	1	0.5	2	1	0.5	2	1	2	0	0
20173707.jpg	gz_hubble	150.26697	2.666186	22	0.488889	45	19	0.422222	4	0.088889	11	0.5	22	11	0.5	0	0	7	0.368421	19	12	0.631579	2	0.285714	7	0	0	4	0.571429	0	0	1	0.142857	0	0	0	0	12	12	1	0	null	0	0	null	0	null	2	0.166667	12	10	0.833333	9	0.75	12	3	0.25	6	0.666667	9	3	0.333333	0	0	0	0	9	5	0.555556	0	0	0	0	0	0	4	0.444444	4	0.333333	12	6	0.5	2	0.166667	0	0	5	0.714286	7	2	0.285714	2	0.285714	7	5	0.714286
20132993.jpg	gz_hubble	149.511166	2.404431	2	0.037037	54	2	0.037037	50	0.925926	2	1	2	0	0	0	0	1	0.5	2	1	0.5	1	1	1	0	0	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	0	0	0	0	1	1	1	1	1	0	0	1	1	1	0	0
13004049.jpg	gz_hubble	214.821413	52.794334	44	0.389381	113	66	0.584071	3	0.026549	0	0	44	7	0.159091	37	0.840909	8	0.121212	66	58	0.878788	6	0.75	8	0	0	0	0	0	0	1	0.125	1	0.125	48	0.827586	58	10	0.172414	36	0.75	48	3	0.0625	9	0.1875	1	0.083333	12	11	0.916667	3	0.3	10	7	0.7	1	0.2	5	1	0.2	3	0.6	0	0	5	3	0.6	0	0	0	0	0	0	2	0.4	0	0	12	2	0.166667	9	0.75	1	0.083333	4	0.666667	6	2	0.333333	6	1	6	0	0	edge_on_disk
20114875.jpg	gz_hubble	150.285475	2.388663	22	0.5	44	16	0.363636	6	0.136364	3	0.136364	22	19	0.863636	0	0	12	0.75	16	4	0.25	2	0.166667	12	6	0.5	4	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	0	0	2	0.5	1	0.25	2	0.166667	12	10	0.833333	7	0.583333	12	5	0.416667
20165994.jpg	gz_hubble	150.653306	2.709197	21	0.466667	45	11	0.244444	13	0.288889	3	0.142857	21	18	0.857143	0	0	2	0.181818	11	9	0.818182	1	0.5	2	0	0	1	0.5	0	0	0	0	0	0	1	0.1	10	9	0.9	0	0	1	0	0	1	1	2	0.222222	9	7	0.777778	2	0.222222	9	7	0.777778	1	0.5	2	0	0	1	0.5	1	0.5	2	0	0	0	0	0	0	0	0	1	0.5	2	0.222222	9	4	0.444444	3	0.333333	0	0	0	0	2	2	1	2	1	2	0	0
20007286.jpg	gz_hubble	150.529751	1.725586	2	0.035714	56	52	0.928571	2	0.035714	1	0.5	2	1	0.5	0	0	7	0.134615	52	45	0.865385	4	0.571429	7	1	0.142857	0	0	0	0	1	0.142857	1	0.142857	3	0.066667	45	42	0.933333	2	0.666667	3	1	0.333333	0	0	7	0.159091	44	37	0.840909	42	1	42	0	0	6	0.136364	44	32	0.727273	6	0.136364	25	0.568182	44	17	0.386364	2	0.045455	0	0	0	0	0	0	0	0	44	12	0.272727	28	0.636364	4	0.090909	2	0.4	5	3	0.6	3	0.6	5	2	0.4	unbarred_spiral
20132139.jpg	gz_hubble	149.629903	2.308857	7	0.166667	42	26	0.619048	9	0.214286	3	0.428571	7	1	0.142857	3	0.428571	13	0.5	26	13	0.5	0	0	13	3	0.230769	1	0.076923	0	0	5	0.384615	4	0.307692	1	0.076923	13	12	0.923077	0	0	1	0	0	1	1	0	0	13	13	1	2	0.166667	12	10	0.833333	0	0	3	0	0	3	1	1	0.333333	3	1	0.333333	0	0	0	0	0	0	1	0.333333	13	1	13	0	0	0	0	0	0	1	0.083333	12	11	0.916667	4	0.333333	12	8	0.666667
20171331.jpg	gz_hubble	150.372303	2.71276	17	0.404762	42	19	0.452381	6	0.142857	0	0	17	14	0.823529	3	0.176471	5	0.263158	19	14	0.736842	0	0	5	0	0	0	0	0	0	1	0.2	4	0.8	0	0	14	14	1	0	null	0	0	null	0	null	7	0.368421	19	12	0.631579	10	0.714286	14	4	0.285714	0	0	15	3	0.2	12	0.8	0	0	15	15	1	0	0	0	0	0	0	0	0	17	0.894737	19	1	0.052632	1	0.052632	0	0	0	null	0	0	null	0	null	0	0	null
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20142543.jpg	gz_hubble	150.433834	2.531754	48	0.923077	52	2	0.038462	2	0.038462	27	0.5625	48	21	0.4375	0	0	2	1	2	0	0	1	0.5	2	0	0	0	0	0	0	1	0.5	0	0	0	null	0	0	null	0	null	0	0	null	0	null	0	0	1	1	1	0	null	0	0	null	1	1	1	0	0	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_round
20057132.jpg	gz_hubble	150.408024	2.058879	24	0.585366	41	12	0.292683	5	0.121951	1	0.041667	24	9	0.375	14	0.583333	6	0.5	12	6	0.5	2	0.333333	6	2	0.333333	1	0.166667	0	0	0	0	1	0.166667	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	4	0.666667	6	2	0.333333	0	0	0	0	1	0.166667	6	5	0.833333	2	0.333333	6	4	0.666667	smooth_cigar
20019965.jpg	gz_hubble	149.781193	1.766403	40	0.816327	49	5	0.102041	4	0.081633	20	0.5	40	20	0.5	0	0	3	0.6	5	2	0.4	0	0	3	0	0	0	0	0	0	0	0	3	1	0	0	2	2	1	0	null	0	0	null	0	null	0	0	3	3	1	0	0	2	2	1	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	2	0.666667	3	1	0.333333	0	0	0	0	1	0.5	2	1	0.5	2	1	2	0	0
20002986.jpg	gz_hubble	149.849424	1.617268	12	0.4	30	9	0.3	9	0.3	0	0	11	0	0	11	1	5	0.555556	9	4	0.444444	0	0	5	0	0	2	0.4	2	0.4	0	0	1	0.2	2	0.5	4	2	0.5	0	0	2	0	0	2	1	0	0	3	3	1	1	0.5	2	1	0.5	1	0.5	2	0	0	1	0.5	0	0	2	1	0.5	0	0	0	0	0	0	1	0.5	0	0	3	3	1	0	0	0	0	2	0.5	4	2	0.5	3	0.75	4	1	0.25
12008159.jpg	gz_hubble	214.410394	52.476162	94	0.810345	116	13	0.112069	9	0.077586	2	0.021277	94	30	0.319149	62	0.659574	3	0.230769	13	10	0.769231	3	1	3	0	0	0	0	0	0	0	0	0	0	6	0.6	10	4	0.4	4	0.666667	6	0	0	2	0.333333	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	1	0.25	0	0	2	0.666667	3	1	0.333333	2	0.666667	3	1	0.333333	smooth_cigar
20052784.jpg	gz_hubble	150.646321	2.050654	40	0.769231	52	6	0.115385	6	0.115385	1	0.025	40	35	0.875	4	0.1	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	2	0.4	5	3	0.6	1	0.5	2	1	0.5	0	0	0	0	2	0	0	0	0	0	0	1	0.5	1	0.5	1	0.2	5	3	0.6	1	0.2	0	0	1	1	1	0	0	1	1	1	0	0
20094836.jpg	gz_hubble	150.035145	2.136635	32	0.820513	39	5	0.128205	2	0.051282	0	0	32	30	0.9375	2	0.0625	2	0.333333	6	4	0.666667	1	0.5	2	0	0	0	0	0	0	0	0	1	0.5	0	0	4	4	1	0	null	0	0	null	0	null	1	0.2	5	4	0.8	0	0	4	4	1	0	0	1	1	1	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	5	2	0.4	3	0.6	0	0	1	1	1	0	0	1	1	1	0	0
20175653.jpg	gz_hubble	150.059479	2.713898	10	0.322581	31	13	0.419355	8	0.258065	4	0.4	10	6	0.6	0	0	7	0.583333	12	5	0.416667	2	0.285714	7	0	0	1	0.142857	1	0.142857	1	0.142857	2	0.285714	0	0	5	5	1	0	null	0	0	null	0	null	2	0.285714	7	5	0.714286	3	0.6	5	2	0.4	2	0.4	5	1	0.2	2	0.4	0	0	5	2	0.4	1	0.2	0	0	0	0	2	0.4	2	0.285714	7	4	0.571429	1	0.142857	0	0	0	0	5	5	1	3	0.6	5	2	0.4
20092419.jpg	gz_hubble	150.081138	2.15177	8	0.16	50	17	0.34	25	0.5	1	0.125	8	7	0.875	0	0	9	0.529412	17	8	0.470588	1	0.111111	9	0	0	3	0.333333	0	0	0	0	5	0.555556	0	0	9	9	1	0	null	0	0	null	0	null	0	0	9	9	1	0	0	9	9	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	8	0.888889	9	1	0.111111	0	0	0	0	1	0.111111	9	8	0.888889	2	0.222222	9	7	0.777778
90022499.jpg	gz_hubble	52.935589	-27.764892	23	0.179688	128	90	0.703125	15	0.117188	0	0	23	0	0	23	1	5	0.055556	90	85	0.944444	3	0.6	5	1	0.2	1	0.2	0	0	0	0	0	0	84	0.988235	85	1	0.011765	39	0.464286	84	31	0.369048	14	0.166667	0	0	1	1	1	1	1	1	0	0	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	1	1	0	0	0	0	0	0	5	1	5	0	0	4	0.8	5	1	0.2	edge_on_disk
20150420.jpg	gz_hubble	150.102689	2.530282	7	0.12963	54	4	0.074074	43	0.796296	6	0.857143	7	1	0.142857	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	1	0.5	2	1	0.5	1	0.5	2	1	0.5	0	0	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	2	1	0.5	1	0.5	0	0	1	0.5	2	1	0.5	2	1	2	0	0
20231276.jpg	gz_hubble	149.442253	1.903588	8	0.170213	47	4	0.085106	35	0.744681	2	0.25	8	6	0.75	0	0	4	1	4	0	0	1	0.25	4	1	0.25	0	0	0	0	0	0	2	0.5	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	1	0.25	4	3	0.75	1	0.25	4	3	0.75
12004162.jpg	gz_hubble	214.416022	52.420989	29	0.228346	127	73	0.574803	25	0.19685	5	0.172414	29	20	0.689655	4	0.137931	62	0.849315	73	11	0.150685	1	0.016129	62	9	0.145161	13	0.209677	20	0.322581	6	0.096774	13	0.209677	1	0.090909	11	10	0.909091	1	1	1	0	0	0	0	1	0.1	10	9	0.9	1	0.1	10	9	0.9	0	0	1	0	0	1	1	0	0	1	0	0	0	0	0	0	1	1	0	0	8	0.8	10	2	0.2	0	0	0	0	2	0.032258	62	60	0.967742	33	0.532258	62	29	0.467742
20037213.jpg	gz_hubble	150.207773	1.882282	15	0.3	50	29	0.58	6	0.12	5	0.333333	15	10	0.666667	0	0	19	0.655172	29	10	0.344828	2	0.105263	19	1	0.052632	8	0.421053	4	0.210526	3	0.157895	1	0.052632	0	0	10	10	1	0	null	0	0	null	0	null	3	0.1875	16	13	0.8125	9	0.9	10	1	0.1	4	0.266667	15	8	0.533333	3	0.2	1	0.066667	15	8	0.533333	2	0.133333	1	0.066667	0	0	3	0.2	0	0	16	11	0.6875	4	0.25	1	0.0625	4	0.307692	13	9	0.692308	12	0.923077	13	1	0.076923
20106676.jpg	gz_hubble	150.722172	2.441652	17	0.377778	45	7	0.155556	21	0.466667	4	0.222222	18	14	0.777778	0	0	4	0.571429	7	3	0.428571	0	0	4	1	0.25	0	0	0	0	1	0.25	2	0.5	0	0	3	3	1	0	null	0	0	null	0	null	1	0.25	4	3	0.75	0	0	3	3	1	1	1	1	0	0	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	3	0.75	4	0	0	1	0.25	0	0	0	0	3	3	1	1	0.333333	3	2	0.666667
20132874.jpg	gz_hubble	149.530492	2.459684	23	0.605263	38	6	0.157895	9	0.236842	1	0.043478	23	20	0.869565	2	0.086957	1	0.166667	6	5	0.833333	0	0	1	0	0	0	0	0	0	1	1	0	0	0	0	5	5	1	0	null	0	0	null	0	null	1	0.2	5	4	0.8	1	0.2	5	4	0.8	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	3	0.6	5	1	0.2	0	0	1	0.2	1	1	1	0	0	1	1	1	0	0
10034538.jpg	gz_hubble	215.089867	53.03381	84	0.711864	118	24	0.20339	10	0.084746	5	0.058824	85	71	0.835294	9	0.105882	4	0.166667	24	20	0.833333	2	0.5	4	2	0.5	0	0	0	0	0	0	0	0	11	0.55	20	9	0.45	11	1	11	0	0	0	0	3	0.333333	9	6	0.666667	0	0	9	9	1	0	null	0	0	null	0	null	0	null	0	0	null	0	null	0	null	0	null	0	null	0	0	9	0	0	4	0.444444	5	0.555556	2	0.666667	3	1	0.333333	1	0.333333	3	2	0.666667
20172978.jpg	gz_hubble	150.347417	2.640457	37	0.74	50	7	0.14	6	0.12	2	0.052632	38	27	0.710526	9	0.236842	3	0.428571	7	4	0.571429	3	1	3	0	0	0	0	0	0	0	0	0	0	1	0.25	4	3	0.75	1	1	1	0	0	0	0	0	0	3	3	1	1	0.333333	3	2	0.666667	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	2	0.666667	3	1	0.333333	0	0	0	0	2	0.666667	3	1	0.333333	1	0.333333	3	2	0.666667
20169629.jpg	gz_hubble	150.559544	2.627782	38	0.76	50	3	0.06	9	0.18	35	0.921053	38	3	0.078947	0	0	1	0.333333	3	2	0.666667	0	0	1	1	1	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	1	0.5	2	0	0	1	0.5	0	0	1	1	1	0	0	1	1	1	0	0	smooth_round
20079177.jpg	gz_hubble	150.673682	2.226308	1	0.02381	42	38	0.904762	3	0.071429	0	0	1	1	1	0	0	3	0.078947	38	35	0.921053	1	0.333333	3	0	0	1	0.333333	1	0.333333	0	0	0	0	1	0.028571	35	34	0.971429	1	1	1	0	0	0	0	23	0.638889	36	13	0.361111	34	1	34	0	0	7	0.194444	36	24	0.666667	5	0.138889	1	0.027778	36	7	0.194444	20	0.555556	4	0.111111	0	0	4	0.111111	0	0	36	24	0.666667	11	0.305556	1	0.027778	0	0	1	1	1	1	1	1	0	0	barred_spiral
13049683.jpg	gz_hubble	215.259534	53.158028	9	0.096774	93	80	0.860215	4	0.043011	0	0	9	9	1	0	0	17	0.2125	80	63	0.7875	6	0.352941	17	5	0.294118	3	0.176471	1	0.058824	1	0.058824	1	0.058824	3	0.047619	63	60	0.952381	2	0.666667	3	0	0	1	0.333333	19	0.292308	65	46	0.707692	60	1	60	0	0	22	0.338462	65	36	0.553846	7	0.107692	7	0.107692	65	40	0.615385	6	0.092308	1	0.015385	0	0	11	0.169231	13	0.2	65	45	0.692308	5	0.076923	2	0.030769	2	0.166667	12	10	0.833333	9	0.75	12	3	0.25	unbarred_spiral
20164201.jpg	gz_hubble	150.677078	2.737771	36	0.679245	53	9	0.169811	8	0.150943	18	0.5	36	18	0.5	0	0	8	0.888889	9	1	0.111111	6	0.75	8	1	0.125	1	0.125	0	0	0	0	0	0	0	0	1	1	1	0	null	0	0	null	0	null	0	0	2	2	1	1	1	1	0	0	1	0.5	2	0	0	1	0.5	0	0	2	1	0.5	1	0.5	0	0	0	0	0	0	0	0	2	1	0.5	0	0	1	0.5	0	0	7	7	1	7	1	7	0	0
20162068.jpg	gz_hubble	149.515571	2.473544	41	0.745455	55	9	0.163636	5	0.090909	1	0.02381	42	5	0.119048	36	0.857143	1	0.111111	9	8	0.888889	0	0	1	0	0	0	0	0	0	0	0	1	1	4	0.5	8	4	0.5	0	0	4	1	0.25	3	0.75	2	0.5	4	2	0.5	4	1	4	0	0	3	0.75	4	1	0.25	0	0	0	0	4	0	0	1	0.25	0	0	0	0	3	0.75	3	0.75	4	1	0.25	0	0	0	0	1	1	1	0	0	1	1	1	0	0	smooth_cigar
20174502.jpg	gz_hubble	150.157638	2.776691	18	0.333333	54	30	0.555556	6	0.111111	3	0.166667	18	15	0.833333	0	0	15	0.5	30	15	0.5	1	0.066667	15	3	0.2	8	0.533333	2	0.133333	1	0.066667	0	0	1	0.066667	15	14	0.933333	1	1	1	0	0	0	0	3	0.176471	17	14	0.823529	3	0.214286	14	11	0.785714	3	0.5	6	3	0.5	0	0	1	0.166667	6	2	0.333333	2	0.333333	0	0	0	0	1	0.166667	5	0.294118	17	8	0.470588	4	0.235294	0	0	1	0.083333	12	11	0.916667	10	0.833333	12	2	0.166667
20004273.jpg	gz_hubble	150.764532	1.733935	11	0.23913	46	33	0.717391	2	0.043478	0	0	11	2	0.181818	9	0.818182	2	0.060606	33	31	0.939394	0	0	2	0	0	0	0	1	0.5	0	0	1	0.5	11	0.354839	31	20	0.645161	7	0.636364	11	1	0.090909	3	0.272727	12	0.6	20	8	0.4	9	0.473684	19	10	0.526316	5	0.555556	9	2	0.222222	2	0.222222	0	0	9	3	0.333333	1	0.111111	0	0	0	0	5	0.555556	1	0.05	20	3	0.15	15	0.75	1	0.05	2	1	2	0	0	2	1	2	0	0
20028305.jpg	gz_hubble	150.582362	1.878166	15	0.3	50	19	0.38	16	0.32	4	0.266667	15	10	0.666667	1	0.066667	9	0.473684	19	10	0.526316	1	0.111111	9	1	0.111111	0	0	4	0.444444	0	0	3	0.333333	1	0.1	10	9	0.9	1	1	1	0	0	0	0	0	0	9	9	1	4	0.444444	9	5	0.555556	0	0	4	0	0	4	1	2	0.5	4	1	0.25	0	0	0	0	0	0	1	0.25	8	0.888889	9	0	0	1	0.111111	0	0	1	0.111111	9	8	0.888889	4	0.444444	9	5	0.555556
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20199008.jpg	gz_hubble	149.710916	2.837551	38	0.844444	45	6	0.133333	1	0.022222	0	0	38	20	0.526316	18	0.473684	1	0.166667	6	5	0.833333	0	0	1	0	0	0	0	0	0	0	0	1	1	1	0.2	5	4	0.8	0	0	1	0	0	1	1	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	0	0	1	1	1	1	1	1	0	0
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10109785.jpg	gz_hubble	214.279323	52.444658	89	0.767241	116	12	0.103448	15	0.12931	5	0.05618	89	84	0.94382	0	0	8	0.666667	12	4	0.333333	3	0.375	8	2	0.25	0	0	0	0	0	0	3	0.375	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	2	0.5	4	1	0.25	0	0	1	0.25	1	0.125	8	7	0.875	8	1	8	0	0
20062912.jpg	gz_hubble	150.261358	1.968472	21	0.4375	48	14	0.291667	13	0.270833	0	0	21	19	0.904762	2	0.095238	5	0.357143	14	9	0.642857	0	0	5	0	0	1	0.2	0	0	0	0	4	0.8	0	0	9	9	1	0	null	0	0	null	0	null	0	0	9	9	1	5	0.555556	9	4	0.444444	1	0.2	5	4	0.8	0	0	1	0.2	5	3	0.6	1	0.2	0	0	0	0	0	0	8	0.888889	9	0	0	1	0.111111	0	0	1	0.2	5	4	0.8	5	1	5	0	0
20131378.jpg	gz_hubble	149.697434	2.367199	35	0.744681	47	5	0.106383	7	0.148936	0	0	35	28	0.8	7	0.2	0	0	5	5	1	0	null	0	0	null	0	null	0	null	0	null	0	null	1	0.2	5	4	0.8	0	0	1	0	0	1	1	0	0	4	4	1	1	0.25	4	3	0.75	0	0	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	4	1	4	0	0	0	0	0	0	0	null	0	0	null	0	null	0	0	null