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lincc-frameworks
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plasticc

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train · 457M rows

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object_id int64	ra float64	decl float64	ddf_bool int64	hostgal_specz float64	hostgal_photoz float64	hostgal_photoz_err float64	distmod float64	mwebv float64	true_target int64	true_submodel int64	true_z float64	true_distmod float64	true_lensdmu float64	true_vpec float64	true_rv float64	true_av float64	true_peakmjd float64	libid_cadence int64	tflux_u float64	tflux_g float64	tflux_r float64	tflux_i float64	tflux_z float64	tflux_y float64
3,004	349.9662	-62.6967	1	0.405	0.498	0.048	42.25	0.021	42	1	0.404	41.715	-0.005	256.5	0	0	60,169.273	39	0	0	0	0	0	0
3,008	358.3125	-44.9939	1	-9	0.134	0.714	39.007	0.009	42	1	0.177	39.656	0.005	-56.9	0	0	59,773.238	3	0	0	0	0	0	0
3,012	150.1172	2.2387	1	-9	1.485	0.082	45.163	0.016	42	1	1.379	44.96	-0.007	4	0	0	60,392.039	26	0	0	0	0	0	0
3,022	52.207	-28.631	1	0.427	0.363	0.044	41.437	0.009	42	1	0.427	41.854	0.014	-34.8	0	0	59,851.504	18	0	0	0	0	0	0
3,025	359.4156	-46.7685	1	0.664	0.683	0.013	43.081	0.009	42	1	0.662	43.001	-0.017	343.2	0	0	60,534.508	36	0	0	0	0	0	0
3,028	32.8711	-4.7802	1	-9	0.608	0.245	42.772	0.017	90	1	0.626	42.852	-0.002	-334.1	0	0	59,827.891	31	0	0	0	0	0	0
3,029	347.6175	-62.5086	1	-9	0.717	0.034	43.21	0.019	90	1	0.689	43.105	0.008	-164.1	0	0	59,876.152	57	0	0	0	0	0	0
3,037	150.8203	3.7328	1	0.381	0.386	0.077	41.591	0.016	42	2	0.384	41.578	-0.003	149.1	0	0	60,020.887	43	0	0	0	0	0	0
3,052	351.7347	-62.8847	1	-9	0.939	0.047	43.933	0.019	42	2	0.856	43.683	0.016	-334.3	0	0	60,578.074	86	0	0	0	0	0	0
3,073	1.7532	-46.7685	1	-9	0.546	0.771	42.49	0.014	62	2	0.441	41.935	-0.002	-738.8	3.1	0.294	60,224.785	22	0	0	0	0	0	0
3,077	0.1899	-45.5867	1	0.285	0.301	0.05	40.965	0.007	42	2	0.282	40.801	0	493.9	0	0	60,435.691	38	0	0	0	0	0	0
3,133	0.5745	-45.9811	1	-9	1.617	0.074	45.39	0.006	42	3	1.609	45.381	0.055	658.7	3.1	0.221	60,243.055	130	0	0	0	0	0	0
3,163	34.2773	-5.0797	1	0.639	0.632	0.009	42.877	0.019	42	2	0.638	42.902	-0.014	-366.3	0	0	60,578.434	23	0	0	0	0	0	0
3,170	33.3984	-4.3311	1	-9	0.475	0.015	42.13	0.018	42	2	0.467	42.084	0.009	-437.5	0	0	60,108.855	120	0	0	0	0	0	0
3,171	33.9258	-5.9792	1	0.555	0.552	0.01	42.522	0.022	42	1	0.553	42.529	-0.026	197.6	0	0	60,531.133	99	0	0	0	0	0	0
3,175	347.6175	-62.5086	1	-9	1.022	0.024	44.158	0.019	90	1	1.05	44.232	0.007	-270.8	0	0	60,205.617	57	0	0	0	0	0	0
3,176	150.8203	3.1349	1	-9	0.779	0.038	43.433	0.016	90	1	0.616	42.805	-0.015	215.8	0	0	60,442.246	5	0	0	0	0	0	0
3,190	33.9258	-5.9792	1	-9	0.771	0.022	43.402	0.022	42	1	0.739	43.296	-0.021	227	0	0	60,563.141	99	0	0	0	0	0	0
3,193	347.8125	-63.4483	1	-9	0.87	0.049	43.727	0.021	42	1	0.717	43.214	0.011	70.4	0	0	60,494.891	92	0	0	0	0	0	0
3,196	358.6481	-46.3751	1	0.311	0.29	0.012	40.872	0.009	42	1	0.311	41.044	-0.001	-125.3	0	0	60,113.938	117	0	0	0	0	0	0
3,206	53.0859	-27.1119	1	0.647	0.686	0.023	43.093	0.007	42	2	0.646	42.936	-0.019	61.8	0	0	60,654.703	30	0	0	0	0	0	0
3,209	1.3636	-46.7685	1	0.437	0.499	1.231	42.258	0.008	42	2	0.437	41.91	0.002	-137.6	0	0	60,394.484	113	0	0	0	0	0	0
3,210	53.4375	-29.1422	1	-9	0.713	0.074	43.197	0.008	90	1	0.907	43.84	0.026	93.2	0	0	60,235.535	71	0	0	0	0	0	0
3,214	348.9084	-63.8237	1	0.26	0.288	0.319	40.85	0.018	42	2	0.26	40.598	-0.006	28.9	0	0	60,003.016	95	0	0	0	0	0	0
3,217	151.3477	4.1815	1	0.183	0.485	0.373	42.18	0.016	42	1	0.184	39.754	0	-99.1	0	0	59,913.824	25	0	0	0	0	0	0
3,247	1.7089	-45.5867	1	-9	1.315	0.115	44.836	0.011	42	2	1.097	44.351	0.047	99.9	0	0	59,798.48	11	0	0	0	0	0	0
3,252	349.6154	-63.636	1	-9	0.801	0.011	43.507	0.018	62	2	0.789	43.468	0.02	417.9	3.1	0.031	60,492.051	81	0	0	0	0	0	0
3,278	53.6133	-27.9532	1	-9	1.534	0.142	45.25	0.007	42	2	1.485	45.162	-0.406	-49	0	0	60,268.883	56	0	0	0	0	0	0
3,284	0.9298	-44.598	1	-9	0.412	1.242	41.761	0.011	42	3	0.316	41.084	0.002	-186.9	3.1	0.119	60,207.676	65	0	0	0	0	0	0
3,286	33.5742	-4.7802	1	-9	0.798	0.022	43.497	0.019	42	2	0.782	43.444	-0.014	-422.8	0	0	59,912.684	44	0	0	0	0	0	0
3,288	51.8555	-26.2768	1	-9	1.293	0.072	44.79	0.014	90	1	1.153	44.483	0.026	-248.2	0	0	60,605.992	110	0	0	0	0	0	0
3,325	53.6133	-28.631	1	0.482	0.516	0.02	42.342	0.006	42	1	0.482	42.17	-0.018	329.5	0	0	60,560.34	115	0	0	0	0	0	0
3,336	34.4531	-5.2295	1	-9	0.754	0.033	43.345	0.019	42	2	0.789	43.467	-0.01	-171.4	0	0	60,217.109	124	0	0	0	0	0	0
3,347	52.9102	-27.9532	1	-9	0.594	0.054	42.713	0.007	90	1	0.659	42.99	-0.01	609	0	0	60,589.789	52	0	0	0	0	0	0
3,351	359.8117	-45.1916	1	0.548	0.583	0.019	42.663	0.01	42	2	0.545	42.487	-0.07	254.1	0	0	59,844.73	105	0	0	0	0	0	0
3,362	347.6175	-62.5086	1	-9	0.67	0.131	43.031	0.019	90	1	0.649	42.948	0.011	-96.1	0	0	60,158.836	57	0	0	0	0	0	0
3,373	352.3987	-62.6967	1	-9	0.447	0.247	41.973	0.02	67	1	0.495	42.236	-0.002	311.5	0	0	60,158.082	131	0	0	0	0	0	0
3,395	53.6133	-27.9532	1	0.396	0.366	0.863	41.455	0.007	42	2	0.397	41.667	-0.005	179.4	0	0	60,575.574	56	0	0	0	0	0	0
3,398	34.8047	-5.8292	1	-9	1.007	0.041	44.119	0.023	90	1	0.94	43.936	0.024	-79.5	0	0	60,523.754	97	0	0	0	0	0	0
3,410	349.6154	-63.636	1	-9	1.167	0.045	44.514	0.018	42	2	1.168	44.519	-0.048	-126.6	0	0	60,231.539	81	0	0	0	0	0	0
3,418	0.1907	-45.784	1	-9	1.011	0.015	44.129	0.005	42	2	0.996	44.088	0.008	-640.8	0	0	59,797.516	101	0	0	0	0	0	0
3,441	0.1899	-45.5867	1	-9	0.497	0.011	42.248	0.007	42	1	0.527	42.397	-0.02	-348.2	0	0	60,200.113	38	0	0	0	0	0	0
3,457	151.3477	4.1815	1	-9	0.72	0.032	43.223	0.016	62	1	0.628	42.855	-0.022	50.4	0	0	60,343.672	25	0	0	0	0	0	0
3,475	149.4141	3.4338	1	-9	0.721	0.025	43.227	0.027	90	1	0.753	43.34	-0.02	381.4	0	0	59,555.77	107	0	0	0	0	0	0
3,498	351.7347	-62.8847	1	-9	0.913	0.079	43.856	0.019	90	1	0.91	43.848	0.021	59.6	0	0	59,898.977	86	0	0	0	0	0	0
3,499	150.9961	2.9855	1	0.997	1.019	0.017	44.151	0.02	90	1	0.998	44.093	-0.036	13.9	0	0	60,050.07	126	0	0	0	0	0	0
3,500	52.207	-28.631	1	0.231	0.485	0.674	42.182	0.009	62	2	0.228	40.281	0.001	145.9	3.1	1.236	59,959.586	18	0	0	0	0	0	0
3,504	351.7347	-62.8847	1	-9	0.583	0.031	42.663	0.019	42	2	0.541	42.469	0.002	-228.9	0	0	60,612.516	86	0	0	0	0	0	0
3,509	53.2617	-27.6159	1	0.503	0.517	0.281	42.348	0.006	42	3	0.505	42.286	-0.001	-228.5	3.1	0.132	59,763.711	42	0	0	0	0	0	0
3,522	52.9102	-27.2796	1	0.864	0.914	0.025	43.859	0.007	62	2	0.861	43.7	-0.031	332.8	3.1	0.133	59,822.277	76	0	0	0	0	0	0
3,529	348.5869	-64.5736	1	-9	0.904	0.025	43.829	0.018	42	2	0.949	43.96	-0.065	-193.4	0	0	59,870.773	132	0	0	0	0	0	0
3,535	359.8148	-44.3998	1	-9	1.476	0.162	45.145	0.009	90	1	1.005	44.115	0.036	53.1	0	0	60,644.656	118	0	0	0	0	0	0
3,538	150.9961	2.9855	1	0.462	0.466	0.01	42.081	0.02	42	2	0.465	42.071	0.001	-63.4	0	0	59,922.645	126	0	0	0	0	0	0
3,547	2.0975	-45.784	1	-9	0.947	0.034	43.953	0.011	42	2	0.926	43.894	0.016	-212.6	0	0	60,228.461	24	0	0	0	0	0	0
3,551	358.6364	-46.7685	1	0.257	0.239	0.014	40.395	0.008	42	1	0.256	40.561	0	-391.9	0	0	60,375.281	77	0	0	0	0	0	0
3,566	151.1719	2.2387	1	0.633	0.545	0.65	42.485	0.024	42	2	0.636	42.888	-0.005	-243.2	0	0	60,370.809	49	0	0	0	0	0	0
3,581	51.8555	-26.2768	1	0.484	0.494	0.018	42.229	0.014	42	2	0.489	42.199	-0.019	-719.4	0	0	60,660.059	110	0	0	0	0	0	0
3,585	150.8203	3.7328	1	-9	0.523	0.103	42.379	0.016	42	1	0.543	42.471	-0.012	-221.4	0	0	59,969.836	43	0	0	0	0	0	0
3,597	2.458	-45.3892	1	0.841	0.874	0.031	43.74	0.011	42	2	0.842	43.641	-0.022	-231	0	0	60,197.965	46	0	0	0	0	0	0
3,620	35.8594	-4.6305	1	-9	0.719	0.019	43.218	0.022	42	2	0.717	43.215	-0.045	573.6	0	0	60,184.395	8	0	0	0	0	0	0
3,629	51.8555	-28.631	1	-9	1.395	0.145	44.995	0.009	42	1	1.422	45.047	-0.125	202.5	0	0	60,615.848	27	0	0	0	0	0	0
3,641	149.4141	3.4338	1	-9	0.597	0.013	42.724	0.027	88	1	0.61	42.779	0	0	0	0	59,570	107	9.1	11.5	11.3	14.1	14.8	18.1
3,645	346.5625	-63.4483	1	0.535	0.527	0.021	42.4	0.021	90	1	0.534	42.432	0.004	-3.1	0	0	59,787.086	58	0	0	0	0	0	0
3,652	149.2383	3.8824	1	-9	0.85	0.048	43.664	0.033	90	1	0.869	43.724	0.006	684.8	0	0	60,037.016	73	0	0	0	0	0	0
3,657	34.2773	-5.6792	1	0.305	2.775	0.975	46.822	0.02	62	1	0.304	40.995	-0.018	195.1	0	0	60,586.898	90	0	0	0	0	0	0
3,661	347.8125	-63.4483	1	-9	1.33	0.049	44.866	0.021	90	1	1.28	44.767	0.021	596.2	0	0	60,573.051	92	0	0	0	0	0	0
3,666	150.1172	2.8361	1	-9	1.182	0.106	44.549	0.016	90	1	1.11	44.378	-0.07	129	0	0	59,980.734	106	0	0	0	0	0	0
3,672	348.5294	-61.7554	1	0.602	0.579	0.011	42.643	0.016	42	1	0.6	42.741	0.018	54.2	0	0	60,545.574	85	0	0	0	0	0	0
3,681	150.9961	2.9855	1	0.646	0.643	0.011	42.922	0.02	42	2	0.648	42.939	0.011	-218.3	0	0	59,678.285	126	0	0	0	0	0	0
3,702	151.1719	2.2387	1	-9	0.808	0.127	43.53	0.024	90	1	0.859	43.691	0.012	360	0	0	60,372.348	49	0	0	0	0	0	0
3,706	51.3281	-27.7844	1	0.328	0.315	0.175	41.078	0.013	42	2	0.327	41.175	-0.005	351	0	0	59,757.418	123	0	0	0	0	0	0
3,709	151.1719	2.2387	1	-9	0.875	0.014	43.743	0.024	993	1	0.893	43.794	-0.004	-165.6	3.1	0.152	60,370.754	49	0	0	0	0	0	0
3,710	1.6667	-44.3998	1	-9	0.836	0.034	43.619	0.009	42	2	0.876	43.747	0.013	-10.4	0	0	60,223.977	37	0	0	0	0	0	0
3,735	0.5745	-45.9811	1	-9	0.798	0.156	43.497	0.006	42	2	0.837	43.626	-0.062	41.8	0	0	59,858.566	130	0	0	0	0	0	0
3,737	150.293	2.6867	1	-9	0.757	0.04	43.354	0.016	42	2	0.697	43.13	-0.001	-292	0	0	60,007.656	59	0	0	0	0	0	0
3,748	52.9102	-25.9445	1	-9	1.081	0.062	44.31	0.01	90	1	1.107	44.374	-0.017	-181.5	0	0	60,318.367	78	0	0	0	0	0	0
3,749	359.4156	-46.7685	1	0.703	0.784	0.037	43.449	0.009	42	1	0.702	43.156	0.021	-178.1	0	0	60,215.113	36	0	0	0	0	0	0
3,751	352.1329	-63.636	1	0.653	0.635	0.019	42.889	0.021	52	1	0.653	42.963	-0.001	-321.9	0	0	59,753.465	80	0	0	0	0	0	0
3,753	346.5625	-63.4483	1	0.119	0.076	0.02	37.687	0.021	42	3	0.12	38.747	-0	208.4	3.1	0.396	59,808.914	58	0	0	0	0	0	0
3,763	347.8618	-61.9438	1	-9	0.335	0.009	41.232	0.017	62	1	0.345	41.305	0.001	-277.2	0	0	60,106.344	84	0	0	0	0	0	0
3,764	347.8125	-63.4483	1	-9	0.853	0.022	43.674	0.021	90	1	0.807	43.527	0.001	196.8	0	0	60,574.746	92	0	0	0	0	0	0
3,777	33.5742	-5.0797	1	-9	0.551	0.065	42.515	0.016	90	1	0.513	42.328	0.001	-311.7	0	0	60,235.895	67	0	0	0	0	0	0
3,779	348.5959	-63.0726	1	-9	0.994	0.22	44.084	0.021	90	1	1.034	44.195	-0.002	735	0	0	59,874.695	93	0	0	0	0	0	0
3,785	359.4156	-46.7685	1	0.505	0.517	0.023	42.347	0.009	42	1	0.504	42.284	-0.019	-315.5	0	0	60,590.805	36	0	0	0	0	0	0
3,794	52.9102	-26.2768	1	0.624	0.632	0.033	42.874	0.008	90	1	0.621	42.834	-0.007	380.4	0	0	60,600.41	103	0	0	0	0	0	0
3,803	151.1719	1.343	1	-9	0.704	0.069	43.161	0.026	42	2	0.855	43.677	-0.019	-103.3	0	0	60,018.371	48	0	0	0	0	0	0
3,821	52.9102	-27.9532	1	-9	1.463	0.282	45.122	0.007	42	1	0.775	43.42	0.019	39.3	0	0	60,579.359	52	0	0	0	0	0	0
3,822	358.6481	-46.3751	1	0.345	2.99	1.27	47.017	0.009	42	2	0.345	41.306	-0.004	-12.7	0	0	59,631.008	117	0	0	0	0	0	0
3,824	1.7532	-46.7685	1	0.806	0.835	0.034	43.618	0.014	90	1	0.806	43.524	0.001	128.1	0	0	59,861.75	22	0	0	0	0	0	0
3,841	2.0711	-45.1916	1	-9	0.597	0.099	42.726	0.011	42	1	0.61	42.781	-0.002	-143.5	0	0	60,608.371	70	0	0	0	0	0	0
3,844	2.458	-45.3892	1	0.479	0.375	0.465	41.518	0.011	90	1	0.477	42.141	-0.01	383.9	0	0	60,248.898	46	0	0	0	0	0	0
3,855	349.8913	-64.5736	1	0.451	0.37	0.505	41.488	0.023	90	1	0.45	41.987	-0.013	155.8	0	0	60,094.77	51	0	0	0	0	0	0
3,857	2.458	-45.3892	1	-9	0.725	0.03	43.242	0.011	52	1	0.681	43.072	0.012	-447.1	0	0	60,616.691	46	0	0	0	0	0	0
3,875	52.207	-28.631	1	0.683	0.647	0.028	42.937	0.009	62	1	0.684	43.083	0.005	-365.5	0	0	60,273.375	18	0	0	0	0	0	0
3,878	358.6364	-46.7685	1	-9	0.911	0.254	43.85	0.008	42	2	0.859	43.696	-0.006	6.9	0	0	60,581.477	77	0	0	0	0	0	0
3,880	351.383	-64.0112	1	-9	1.5	0.253	45.189	0.023	90	1	1.265	44.733	-0.033	71.5	0	0	60,197.234	112	0	0	0	0	0	0
3,889	53.9648	-28.631	1	0.158	0.201	1.188	39.974	0.009	62	1	0.159	39.401	0.002	-73.1	0	0	59,950.406	121	0	0	0	0	0	0
3,925	150.9961	4.1815	1	-9	0.242	1.156	40.423	0.015	62	1	0.323	41.135	-0.007	28.2	0	0	60,440.797	12	0	0	0	0	0	0
3,928	150.9961	2.9855	1	-9	0.781	0.054	43.437	0.02	90	1	0.782	43.442	0.028	889.6	0	0	59,646.277	126	0	0	0	0	0	0
3,929	149.5898	3.5833	1	-9	1.89	0.143	45.806	0.024	88	1	1.966	45.908	0	0	0	0	59,570	74	21.2	24.2	26.3	30.9	35.2	34.7