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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
1,894	150.4688	1.6415	1	-9	1.278	0.061	44.759	0.017	42	1	1.371	44.945	0.021	-134.2	0	0	59,671.348	45	0	0	0	0	0	0
1,914	359.8163	-44.0031	1	0.665	0.635	0.037	42.887	0.013	90	1	0.662	43.002	0.002	661.9	0	0	60,100.32	82	0	0	0	0	0	0
1,933	150.1172	2.8361	1	-9	0.479	0.235	42.149	0.016	90	1	0.463	42.06	0.006	-0.8	0	0	59,532.43	106	0	0	0	0	0	0
1,934	351.7347	-62.8847	1	0.691	0.757	0.053	43.354	0.019	42	2	0.689	43.108	-0.021	351.8	0	0	59,747.672	86	0	0	0	0	0	0
1,941	52.207	-26.6101	1	-9	0.926	0.014	43.893	0.014	42	1	0.921	43.882	0.03	693.3	0	0	60,287.082	83	0	0	0	0	0	0
1,948	359.8148	-44.3998	1	-9	1.261	0.063	44.723	0.009	42	1	1.25	44.702	-0.067	218.6	0	0	59,803.25	118	0	0	0	0	0	0
1,949	33.3984	-3.7328	1	0.507	0.507	0.008	42.296	0.022	42	1	0.505	42.287	-0.077	-33.8	0	0	59,902.867	62	0	0	0	0	0	0
1,971	149.4141	1.9401	1	-9	1.176	0.196	44.536	0.018	42	1	0.957	43.981	-0.148	227.4	0	0	59,983.109	15	0	0	0	0	0	0
1,978	54.668	-27.6159	1	-9	0.849	0.051	43.663	0.009	42	2	0.837	43.625	0.001	361.1	0	0	60,566.355	72	0	0	0	0	0	0
1,999	349.1606	-64.7609	1	0.658	0.515	0.502	42.337	0.02	42	2	0.658	42.984	0.003	168.2	0	0	60,552.027	50	0	0	0	0	0	0
2,000	349.0461	-61.9438	1	-9	0.656	0.024	42.974	0.017	42	2	0.635	42.889	-0.001	-89.5	0	0	59,786.07	69	0	0	0	0	0	0
2,017	51.6797	-27.4476	1	-9	0.333	0.172	41.215	0.01	42	1	0.586	42.677	0.018	-291	0	0	60,633.945	102	0	0	0	0	0	0
2,021	1.7532	-46.7685	1	-9	0.652	0.027	42.957	0.014	67	1	0.719	43.219	-0.005	-90	0	0	59,838.234	22	0	0	0	0	0	0
2,046	150.6445	3.5833	1	0.743	0.79	0.021	43.468	0.018	42	2	0.746	43.313	0.019	-130.2	0	0	59,661.297	55	0	0	0	0	0	0
2,054	152.0508	2.9855	1	-9	0.791	0.021	43.473	0.019	42	2	0.794	43.479	0.008	-338.5	0	0	59,682.68	127	0	0	0	0	0	0
2,074	359.4467	-44.2015	1	0.518	0.492	0.057	42.22	0.01	90	1	0.515	42.343	-0.002	281.5	0	0	59,806.883	13	0	0	0	0	0	0
2,093	150.9961	4.1815	1	-9	0.325	0.045	41.158	0.015	42	2	0.494	42.226	-0.021	318.1	0	0	59,688.359	12	0	0	0	0	0	0
2,097	151.3477	4.1815	1	-9	0.633	0.035	42.879	0.016	90	1	0.64	42.906	-0.005	-315.5	0	0	60,313.715	25	0	0	0	0	0	0
2,106	1.6946	-45.1916	1	-9	1.177	0.052	44.538	0.011	90	1	1.285	44.775	-0.004	17.6	0	0	60,561.871	109	0	0	0	0	0	0
2,109	358.6653	-45.784	1	0.469	0.48	0.013	42.153	0.009	42	1	0.467	42.085	0.007	214.7	0	0	60,558.32	129	0	0	0	0	0	0
2,133	349.8913	-64.5736	1	-9	0.661	0.016	42.996	0.023	52	1	0.66	42.99	0.015	-324.5	0	0	59,863.449	51	0	0	0	0	0	0
2,145	51.3281	-27.4476	1	-9	1.208	0.06	44.607	0.013	90	1	1.151	44.479	-0.06	167.8	0	0	59,942.746	122	0	0	0	0	0	0
2,147	0.5895	-47.1613	1	-9	1.521	0.262	45.227	0.009	90	1	0.907	43.835	-0.021	-821	0	0	59,867.992	10	0	0	0	0	0	0
2,160	34.2773	-5.0797	1	-9	0.572	0.024	42.611	0.019	42	2	0.602	42.751	0.009	186.1	0	0	60,197.711	23	0	0	0	0	0	0
2,168	359.4467	-44.2015	1	0.221	0.231	0.244	40.306	0.01	42	1	0.221	40.202	0.005	-200.4	0	0	59,873.117	13	0	0	0	0	0	0
2,172	0.1899	-45.5867	1	0.627	0.668	0.026	43.023	0.007	42	1	0.625	42.848	0.007	-7.6	0	0	59,842.02	38	0	0	0	0	0	0
2,182	151.5234	3.1349	1	-9	0.824	0.032	43.581	0.019	90	1	0.787	43.457	0.021	319.1	0	0	59,696.246	125	0	0	0	0	0	0
2,183	148.7109	2.8361	1	0.238	0.262	0.017	40.617	0.031	52	1	0.241	40.413	0.001	-156.9	0	0	59,678.602	111	0	0	0	0	0	0
2,187	34.1016	-5.8292	1	0.36	0.366	0.542	41.455	0.019	42	2	0.357	41.398	-0.004	56.3	0	0	60,169.535	21	0	0	0	0	0	0
2,193	347.8467	-64.7609	1	-9	1.427	0.08	45.055	0.019	42	3	1.384	44.973	-0.04	-360.2	3.1	0.255	60,284.18	20	0	0	0	0	0	0
2,195	150.4688	3.7328	1	-9	0.46	0.013	42.044	0.02	42	2	0.476	42.13	-0.017	125.5	0	0	60,309.012	19	0	0	0	0	0	0
2,198	351.383	-64.0112	1	-9	0.928	0.241	43.899	0.023	88	1	0.834	43.615	0	0	0	0	59,570	112	9.8	13.1	15.2	16	20.8	21.9
2,206	52.9102	-25.9445	1	-9	1.501	0.062	45.192	0.01	90	1	1.408	45.021	-0.048	142.4	0	0	60,589.297	78	0	0	0	0	0	0
2,208	352.3987	-62.6967	1	0.719	0.713	0.012	43.194	0.02	90	1	0.718	43.217	-0.002	172.3	0	0	60,088.105	131	0	0	0	0	0	0
2,223	358.6481	-46.3751	1	-9	1.167	0.032	44.516	0.009	90	1	1.206	44.604	0.007	-52.2	0	0	59,860.148	117	0	0	0	0	0	0
2,228	1.7532	-46.7685	1	-9	0.684	0.027	43.084	0.014	42	1	0.612	42.793	-0.031	184.4	0	0	60,600.914	22	0	0	0	0	0	0
2,243	150.8203	3.1349	1	-9	1.381	0.193	44.968	0.016	42	1	1.125	44.415	0.01	210	0	0	59,944.73	5	0	0	0	0	0	0
2,246	348.5294	-61.7554	1	0.647	0.714	0.041	43.201	0.016	90	1	0.646	42.935	-0.002	278.8	0	0	59,845.215	85	0	0	0	0	0	0
2,252	53.4375	-29.1422	1	-9	0.585	0.012	42.673	0.008	42	2	0.588	42.686	0.007	-59.7	0	0	60,653.898	71	0	0	0	0	0	0
2,265	359.0586	-45.1916	1	0.279	0.272	0.025	40.711	0.011	62	1	0.278	40.766	0.004	-113.7	0	0	60,189.637	66	0	0	0	0	0	0
2,270	151.1719	2.2387	1	-9	0	0	-9	0.024	65	1	0	0	0	0	0	0	59,570	49	1	9.8	28	102.8	176.9	226.8
2,276	346.6552	-63.2605	1	-9	0.683	0.073	43.081	0.019	88	1	0.707	43.172	0	0	0	0	59,570	17	43.1	52.8	51.1	53.2	64.6	64.4
2,281	346.6552	-63.2605	1	0.344	0.548	0.187	42.499	0.019	42	1	0.344	41.303	0.009	49	0	0	60,181.211	17	0	0	0	0	0	0
2,287	351.9536	-62.1322	1	-9	0.539	0.015	42.456	0.019	42	1	0.545	42.487	-0.041	-37.6	0	0	59,887.836	128	0	0	0	0	0	0
2,292	1.7532	-46.7685	1	-9	0.943	0.009	43.943	0.014	42	2	0.951	43.965	-0.02	-380.6	0	0	59,830.059	22	0	0	0	0	0	0
2,293	51.6797	-27.4476	1	-9	0.915	0.038	43.861	0.01	90	1	0.931	43.907	0.006	-344.5	0	0	59,862.168	102	0	0	0	0	0	0
2,296	1.6946	-45.1916	1	-9	0.803	0.031	43.514	0.011	42	2	0.846	43.653	-0.02	-123.2	0	0	60,195.207	109	0	0	0	0	0	0
2,299	352.1329	-63.636	1	-9	0.811	0.019	43.539	0.021	90	1	0.798	43.497	-0.004	301.6	0	0	59,749.566	80	0	0	0	0	0	0
2,304	1.7089	-45.5867	1	-9	1.31	0.09	44.826	0.011	90	1	1.171	44.526	0.023	-58.5	0	0	59,852.031	11	0	0	0	0	0	0
2,333	349.9662	-62.6967	1	0.428	0.461	0.022	42.051	0.021	42	1	0.427	41.858	0	475.4	0	0	60,133.031	39	0	0	0	0	0	0
2,348	33.3984	-4.3311	1	-9	0.59	0.009	42.697	0.018	42	1	0.594	42.711	0.026	-343.9	0	0	60,280.367	120	0	0	0	0	0	0
2,351	32.6953	-4.9299	1	-9	0.754	0.169	43.343	0.018	42	2	0.908	43.843	0.028	175.6	0	0	60,252.945	4	0	0	0	0	0	0
2,354	51.6797	-27.4476	1	0.383	0.394	0.018	41.643	0.01	42	3	0.382	41.569	0.001	81.6	3.1	0.052	60,297.613	102	0	0	0	0	0	0
2,370	35.6836	-5.3794	1	-9	0.61	0.01	42.782	0.02	42	1	0.601	42.745	-0	431.1	0	0	60,145.215	47	0	0	0	0	0	0
2,372	34.4531	-5.2295	1	0.335	0.476	0.676	42.131	0.019	42	2	0.334	41.228	0.002	160.4	0	0	60,201.809	124	0	0	0	0	0	0
2,388	54.668	-27.6159	1	-9	1.03	0.077	44.179	0.009	90	1	1.139	44.45	0.053	-482.3	0	0	60,213.438	72	0	0	0	0	0	0
2,395	359.8148	-44.3998	1	0.632	0.636	0.028	42.892	0.009	42	2	0.63	42.869	0.008	43.5	0	0	60,157.902	118	0	0	0	0	0	0
2,407	0.1907	-45.784	1	0.586	0.525	0.083	42.388	0.005	62	2	0.586	42.676	-0.013	-318.4	3.1	0.011	60,548.535	101	0	0	0	0	0	0
2,410	52.207	-26.6101	1	0.385	0.426	0.024	41.845	0.014	42	2	0.387	41.602	-0.004	-56.5	0	0	59,898.168	83	0	0	0	0	0	0
2,451	359.8148	-44.3998	1	-9	0.742	0.034	43.3	0.009	90	1	0.768	43.397	-0	468.7	0	0	59,847.551	118	0	0	0	0	0	0
2,476	149.4141	1.9401	1	-9	0.473	0.101	42.117	0.018	42	1	0.596	42.718	0.021	-512	0	0	59,953.184	15	0	0	0	0	0	0
2,538	346.1301	-63.0726	1	0.685	0.664	0.032	43.008	0.02	42	2	0.684	43.086	0.015	64.8	0	0	59,748.02	14	0	0	0	0	0	0
2,550	351.259	-64.3862	1	-9	0.364	0.189	41.444	0.02	42	2	0.457	42.024	-0.014	-315	0	0	60,468.809	54	0	0	0	0	0	0
2,603	0.9657	-46.3751	1	-9	1.218	0.467	44.629	0.007	42	2	1.388	44.983	0.038	14.9	0	0	59,902.09	96	0	0	0	0	0	0
2,615	52.9102	-26.2768	1	-9	1.232	0.053	44.661	0.008	42	2	1.146	44.469	-0.014	268.1	0	0	60,650.73	103	0	0	0	0	0	0
2,660	151.5234	3.1349	1	1.041	1.325	0.176	44.857	0.019	42	1	1.045	44.215	0.013	-306.1	0	0	60,427	125	0	0	0	0	0	0
2,661	346.1301	-63.0726	1	0.516	0.519	0.032	42.356	0.02	88	1	0.515	42.341	0	0	0	0	59,570	14	15.1	16.7	15.6	18.9	19.9	29.3
2,683	0.9657	-46.3751	1	0.661	0.676	0.009	43.053	0.007	90	1	0.659	42.989	0.003	330.8	0	0	60,146.906	96	0	0	0	0	0	0
2,687	348.5294	-61.7554	1	0.667	0.653	0.041	42.963	0.016	90	1	0.667	43.021	-0.007	170	0	0	60,625.129	85	0	0	0	0	0	0
2,693	358.6653	-45.784	1	-9	1.586	0.243	45.338	0.009	42	2	1.255	44.711	-0.043	32.9	0	0	59,847.645	129	0	0	0	0	0	0
2,701	349.8913	-64.5736	1	0.406	0.381	0.032	41.561	0.023	42	1	0.408	41.737	-0	-328.6	0	0	60,440.727	51	0	0	0	0	0	0
2,702	35.6836	-5.3794	1	0.508	0.549	0.016	42.505	0.02	42	2	0.507	42.299	0.007	160.1	0	0	60,213.18	47	0	0	0	0	0	0
2,707	33.3984	-4.3311	1	0.106	0.136	0.019	39.032	0.018	42	1	0.104	38.399	0.002	185.4	0	0	60,382.973	120	0	0	0	0	0	0
2,744	348.5959	-63.0726	1	-9	0.574	0.024	42.62	0.021	42	1	0.55	42.51	0.004	-22.9	0	0	60,228.266	93	0	0	0	0	0	0
2,753	51.3281	-27.7844	1	0.43	0.327	0.039	41.17	0.013	42	1	0.43	41.874	0.007	317.4	0	0	60,164.195	123	0	0	0	0	0	0
2,759	148.8867	2.6867	1	-9	0.597	0.007	42.727	0.028	42	1	0.584	42.665	-0.006	42.7	0	0	60,039.465	33	0	0	0	0	0	0
2,760	149.4141	3.4338	1	-9	0.342	0.264	41.282	0.027	67	1	0.59	42.696	0.019	374.8	0	0	59,684.422	107	0	0	0	0	0	0
2,766	150.4688	3.7328	1	-9	1.036	0.012	44.196	0.02	90	1	1.038	44.197	0.002	72.2	0	0	60,439.02	19	0	0	0	0	0	0
2,786	349.6154	-63.636	1	-9	0.301	0.05	40.963	0.018	42	2	0.307	41.011	-0.003	-216.4	0	0	60,409.051	81	0	0	0	0	0	0
2,790	349.2857	-62.8847	1	-9	0	0	-9	0.018	92	1	0	0	0	0	0	0	59,570	100	637.1	3,830.5	4,167.1	3,869.8	3,639.3	3,608.1
2,794	359.4156	-46.7685	1	0.698	0.708	0.027	43.176	0.009	90	1	0.698	43.142	0.022	233	0	0	60,227.238	36	0	0	0	0	0	0
2,814	150.1172	2.8361	1	-9	0.721	0.078	43.227	0.016	42	2	0.77	43.4	0.006	281.6	0	0	59,974.25	106	0	0	0	0	0	0
2,818	52.207	-28.2916	1	-9	0.825	0.022	43.585	0.007	90	1	0.795	43.487	0.023	454.3	0	0	60,682.305	87	0	0	0	0	0	0
2,856	53.9648	-28.631	1	-9	0.635	0.052	42.888	0.009	62	1	0.523	42.375	-0.022	-330.8	0	0	60,646.563	121	0	0	0	0	0	0
2,858	34.9805	-6.2793	1	-9	1.115	0.032	44.391	0.023	90	1	1.128	44.427	0.007	282.7	0	0	60,264.539	79	0	0	0	0	0	0
2,860	348.5294	-61.7554	1	-9	0.44	0.261	41.929	0.016	90	1	0.588	42.687	0.016	-61.4	0	0	60,120.203	85	0	0	0	0	0	0
2,871	346.6552	-63.2605	1	-9	0.465	0.023	42.071	0.019	42	2	0.483	42.17	0.007	-201.7	0	0	59,889.484	17	0	0	0	0	0	0
2,882	151.1719	1.343	1	-9	2.782	0.294	46.829	0.026	42	1	0.473	42.116	-0.011	81.8	0	0	60,023.813	48	0	0	0	0	0	0
2,886	148.7109	2.8361	1	-9	0.348	0.007	41.326	0.031	42	3	0.37	41.48	-0.004	-89.7	3.1	0.084	60,341.773	111	0	0	0	0	0	0
2,909	359.4467	-44.2015	1	-9	0.323	0.315	41.141	0.01	42	2	0.352	41.359	-0.006	242.3	0	0	59,797.363	13	0	0	0	0	0	0
2,932	352.7113	-63.8237	1	-9	0.191	0.01	39.847	0.024	62	1	0.191	39.843	-0.004	-213.8	0	0	60,465.203	1	0	0	0	0	0	0
2,933	348.5869	-64.5736	1	0.634	0.616	0.014	42.807	0.018	62	1	0.634	42.886	0.005	-100.1	0	0	60,594.566	132	0	0	0	0	0	0
2,943	0.5895	-47.1613	1	0.782	0.751	0.024	43.334	0.009	90	1	0.777	43.427	-0.013	38	0	0	60,177.324	10	0	0	0	0	0	0
2,945	52.9102	-25.9445	1	-9	1.155	0.072	44.488	0.01	90	1	1.152	44.482	0.026	280.5	0	0	60,640.004	78	0	0	0	0	0	0
2,949	52.9102	-25.9445	1	-9	1.212	0.026	44.618	0.01	90	1	1.171	44.527	-0.012	221	0	0	60,297.73	78	0	0	0	0	0	0
2,958	358.6481	-46.3751	1	-9	0.514	0.038	42.336	0.009	42	1	0.556	42.541	0.007	141.6	0	0	60,090.012	117	0	0	0	0	0	0
2,961	351.7347	-62.8847	1	-9	0.377	0.043	41.534	0.019	90	1	0.436	41.909	0.01	597.2	0	0	60,621.684	86	0	0	0	0	0	0
2,962	149.4141	3.4338	1	-9	0.745	0.064	43.314	0.027	90	1	0.687	43.097	0.004	509.6	0	0	59,542.266	107	0	0	0	0	0	0
2,970	53.0859	-27.1119	1	0.451	0.512	0.065	42.325	0.007	90	1	0.452	41.997	-0.004	-240.5	0	0	60,595.191	30	0	0	0	0	0	0
2,975	53.0859	-28.1222	1	-9	1.498	0.262	45.186	0.007	90	1	0.922	43.883	-0.014	-352	0	0	59,845.535	2	0	0	0	0	0	0