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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
4,844	34.2773	-5.6792	1	-9	1.014	0.182	44.138	0.02	90	1	0.921	43.878	0.011	-557.4	0	0	60,508.742	90	0	0	0	0	0	0
4,853	347.8618	-61.9438	1	-9	0.889	0.118	43.786	0.017	90	1	0.922	43.884	-0.003	133.1	0	0	59,755.098	84	0	0	0	0	0	0
4,854	0.9494	-45.5867	1	-9	0.703	0.018	43.16	0.013	90	1	0.691	43.113	0.009	-207.4	0	0	60,247.254	41	0	0	0	0	0	0
4,864	151.1719	1.343	1	0.162	0.183	0.022	39.735	0.026	42	1	0.164	39.471	0.001	-66	0	0	60,435.246	48	0	0	0	0	0	0
4,866	351.9536	-62.1322	1	-9	0.611	0.097	42.788	0.019	42	2	0.609	42.779	0.016	-338.2	0	0	60,527.426	128	0	0	0	0	0	0
4,903	151.1719	2.2387	1	-9	0.413	0.022	41.764	0.024	52	1	0.442	41.94	-0.009	268.9	0	0	60,341.133	49	0	0	0	0	0	0
4,910	1.7234	-45.9811	1	-9	0.656	0.045	42.974	0.01	62	2	0.809	43.534	-0.015	133.3	3.1	0.055	60,594.828	114	0	0	0	0	0	0
4,934	52.0313	-26.4433	1	-9	1.205	0.089	44.601	0.014	42	2	1.136	44.444	-0.043	-280.3	0	0	60,235.867	89	0	0	0	0	0	0
4,937	359.8117	-45.1916	1	-9	0.507	0.026	42.299	0.01	42	2	0.501	42.266	-0.049	-310	0	0	59,753.98	105	0	0	0	0	0	0
4,948	151.1719	2.5374	1	-9	1.061	0.081	44.26	0.024	90	1	1.067	44.272	0.038	-224.1	0	0	60,343.922	29	0	0	0	0	0	0
4,986	32.8711	-4.7802	1	0.555	0.49	0.439	42.211	0.017	90	1	0.555	42.535	-0	51.6	0	0	60,282.996	31	0	0	0	0	0	0
4,990	149.4141	1.9401	1	-9	0.62	0.021	42.827	0.018	88	1	0.628	42.858	0	0	0	0	59,570	15	15.4	18.3	17.1	20.3	20.9	24.3
4,994	150.4688	1.6415	1	-9	0.825	0.045	43.586	0.017	90	1	0.888	43.777	-0.027	-228.4	0	0	60,011.664	45	0	0	0	0	0	0
5,024	352.7113	-63.8237	1	0.334	0.52	0.15	42.362	0.024	62	2	0.335	41.232	0.005	104.8	3.1	0.158	59,685.844	1	0	0	0	0	0	0
5,034	346.2766	-64.0112	1	-9	0.253	0.855	40.535	0.019	62	1	0.576	42.631	-0.006	-72.1	0	0	60,120.258	116	0	0	0	0	0	0
5,057	150.4688	3.7328	1	0.819	0.758	0.059	43.359	0.02	90	1	0.821	43.569	0.003	-32.1	0	0	60,355.566	19	0	0	0	0	0	0
5,061	150.293	2.6867	1	0.481	0.484	0.011	42.175	0.016	42	1	0.482	42.167	-0.007	274.5	0	0	60,058.891	59	0	0	0	0	0	0
5,084	52.207	-26.6101	1	-9	1.085	0.036	44.319	0.014	42	2	1.096	44.347	-0.051	-264.2	0	0	59,890.27	83	0	0	0	0	0	0
5,088	349.1606	-64.7609	1	0.768	0.783	0.026	43.445	0.02	90	1	0.766	43.387	-0.005	12.7	0	0	59,727.109	50	0	0	0	0	0	0
5,094	2.0711	-45.1916	1	-9	0.366	0.008	41.454	0.011	62	2	0.355	41.382	0.003	-94.2	3.1	0.065	60,536.813	70	0	0	0	0	0	0
5,099	1.7532	-46.7685	1	-9	0.34	0.241	41.271	0.014	42	2	0.338	41.258	-0.01	238.7	0	0	60,567.75	22	0	0	0	0	0	0
5,135	33.9258	-5.9792	1	0.738	0.742	0.005	43.304	0.022	42	2	0.738	43.29	-0.005	-113.5	0	0	59,862.039	99	0	0	0	0	0	0
5,145	150.4688	1.6415	1	-9	1.136	0.038	44.444	0.017	90	1	1.132	44.432	0.02	23	0	0	59,695.145	45	0	0	0	0	0	0
5,153	149.4141	2.2387	1	0.777	0.77	0.015	43.399	0.017	42	2	0.778	43.427	0.013	89.4	0	0	59,961.039	0	0	0	0	0	0	0
5,158	359.4156	-46.7685	1	0.4	0.427	0.03	41.85	0.009	62	2	0.399	41.681	0.002	182.7	3.1	0.001	59,813.27	36	0	0	0	0	0	0
5,162	52.5586	-27.2796	1	-9	0.587	0.009	42.682	0.008	62	1	0.583	42.665	0.011	265.2	0	0	60,630.27	53	0	0	0	0	0	0
5,166	358.6364	-46.7685	1	-9	0.722	0.033	43.23	0.008	42	2	0.803	43.515	-0.033	210.9	0	0	60,595.488	77	0	0	0	0	0	0
5,176	359.8148	-44.3998	1	-9	0.815	0.039	43.551	0.009	42	2	0.874	43.743	0.013	395.3	0	0	59,860.082	118	0	0	0	0	0	0
5,204	33.5742	-4.7802	1	0.488	0.507	0.021	42.296	0.019	42	2	0.49	42.205	-0.02	-526	0	0	60,116.375	44	0	0	0	0	0	0
5,210	33.5742	-4.7802	1	0.497	0.495	0.033	42.237	0.019	62	1	0.496	42.245	-0.018	523.4	0	0	60,261.355	44	0	0	0	0	0	0
5,217	53.2617	-27.6159	1	-9	1.602	0.073	45.365	0.006	88	1	1.619	45.395	0	0	0	0	59,570	42	65.2	79.1	87	104.8	105.7	102.1
5,234	51.3281	-27.7844	1	0.762	0.818	0.059	43.561	0.013	42	2	0.761	43.369	-0.006	-56.5	0	0	59,876.121	123	0	0	0	0	0	0
5,236	35.332	-5.9792	1	0.365	0.459	0.137	42.038	0.022	42	2	0.366	41.462	0.006	-240.6	0	0	59,890.824	61	0	0	0	0	0	0
5,249	348.5869	-64.5736	1	-9	0.902	0.034	43.824	0.018	90	1	0.883	43.763	0.015	-727.3	0	0	60,522.383	132	0	0	0	0	0	0
5,264	347.6175	-62.5086	1	-9	0.689	0.01	43.106	0.019	90	1	0.679	43.063	0.016	-473.8	0	0	59,883.383	57	0	0	0	0	0	0
5,278	53.7891	-27.7844	1	0.439	0.389	0.193	41.615	0.009	42	1	0.437	41.914	0.016	231.2	0	0	59,904.078	63	0	0	0	0	0	0
5,280	351.3	-62.3204	1	-9	1.231	0.214	44.658	0.018	90	1	1.363	44.935	-0.011	589.7	0	0	59,892.91	32	0	0	0	0	0	0
5,283	347.0134	-62.5086	1	-9	0.63	0.151	42.866	0.018	42	2	0.568	42.596	-0.001	323	0	0	59,887.379	40	0	0	0	0	0	0
5,286	347.8467	-64.7609	1	0.538	0.499	0.147	42.256	0.019	42	1	0.538	42.454	0.009	-103.2	0	0	60,593.477	20	0	0	0	0	0	0
5,307	2.458	-45.3892	1	0.493	0.497	0.023	42.244	0.011	62	2	0.493	42.226	0.006	312.3	3.1	0.069	60,222.367	46	0	0	0	0	0	0
5,313	349.8913	-64.5736	1	0.392	0.4	0.311	41.687	0.023	42	2	0.391	41.628	-0.005	157.8	0	0	60,480.551	51	0	0	0	0	0	0
5,315	359.8052	-46.7685	1	-9	0.711	0.035	43.187	0.011	42	3	0.653	42.961	-0.032	-538.9	3.1	0.447	60,620.074	119	0	0	0	0	0	0
5,317	33.5742	-5.3794	1	0.238	0.283	0.144	40.81	0.017	62	1	0.238	40.377	-0.005	-282.4	0	0	60,540.219	6	0	0	0	0	0	0
5,319	148.7109	2.8361	1	-9	0.544	0.015	42.482	0.031	90	1	0.56	42.555	-0.006	-142.1	0	0	60,357.008	111	0	0	0	0	0	0
5,322	0.9298	-44.598	1	-9	1.005	0.026	44.114	0.011	90	1	1.019	44.15	-0.008	-356.7	0	0	60,608.246	65	0	0	0	0	0	0
5,335	348.9084	-63.8237	1	0.211	0.228	0.136	40.279	0.018	90	1	0.209	40.068	0.002	-112.6	0	0	60,565.66	95	0	0	0	0	0	0
5,338	152.0508	3.2844	1	-9	0.844	0.043	43.645	0.019	90	1	0.904	43.829	-0.002	290.9	0	0	59,973.832	94	0	0	0	0	0	0
5,354	34.9805	-6.2793	1	0.269	0.366	0.199	41.46	0.023	42	3	0.269	40.687	-0.001	-209.5	3.1	0.202	60,574.215	79	0	0	0	0	0	0
5,365	349.2857	-62.8847	1	-9	0.917	0.022	43.869	0.018	90	1	0.923	43.884	-0.027	-428.8	0	0	59,863.445	100	0	0	0	0	0	0
5,370	358.6364	-46.7685	1	0.744	0.63	0.053	42.867	0.008	42	1	0.744	43.31	0.031	-300.5	0	0	60,575.266	77	0	0	0	0	0	0
5,372	348.9084	-63.8237	1	0.522	0.53	0.058	42.413	0.018	62	2	0.519	42.362	0.01	257.6	3.1	0.096	59,833.66	95	0	0	0	0	0	0
5,386	34.4531	-5.2295	1	-9	0.632	0.01	42.875	0.019	90	1	0.624	42.843	-0.049	-108.2	0	0	60,501.371	124	0	0	0	0	0	0
5,403	51.8555	-28.631	1	-9	0.983	0.023	44.053	0.009	90	1	1.018	44.15	-0.001	-23.1	0	0	60,313.641	27	0	0	0	0	0	0
5,412	151.3477	4.1815	1	0.344	0.376	0.238	41.527	0.016	52	1	0.35	41.335	0	-668.6	0	0	59,596.844	25	0	0	0	0	0	0
5,417	32.8711	-4.7802	1	-9	0.773	0.03	43.411	0.017	42	1	0.78	43.434	-0.037	-613.1	0	0	60,270.281	31	0	0	0	0	0	0
5,419	358.6364	-46.7685	1	-9	0.557	0.016	42.544	0.008	62	1	0.599	42.735	0.008	189.2	0	0	59,870.742	77	0	0	0	0	0	0
5,422	0.1907	-45.784	1	-9	1.119	0.167	44.403	0.005	90	1	1.242	44.684	-0.023	-83.4	0	0	59,847.504	101	0	0	0	0	0	0
5,433	53.0859	-28.1222	1	-9	1.17	0.175	44.522	0.007	42	1	1.118	44.401	-0.008	45	0	0	60,226.863	2	0	0	0	0	0	0
5,453	150.1172	3.7328	1	-9	0.504	0.384	42.279	0.02	42	1	0.465	42.071	0.001	264.1	0	0	60,373.777	88	0	0	0	0	0	0
5,473	53.4375	-29.1422	1	-9	0.539	0.02	42.458	0.008	88	1	0.543	42.475	0	0	0	0	59,570	71	13	17.2	18.5	24.8	27.5	39.9
5,478	33.3984	-4.3311	1	-9	0.935	0.02	43.92	0.018	90	1	0.885	43.774	-0.005	-397.2	0	0	59,934.879	120	0	0	0	0	0	0
5,520	152.0508	2.9855	1	0.299	0.242	0.041	40.423	0.019	42	1	0.301	40.962	0.005	-103.6	0	0	59,535.809	127	0	0	0	0	0	0
5,521	51.3281	-27.7844	1	-9	0.991	0.043	44.076	0.013	42	2	1.047	44.227	-0.098	487.4	0	0	60,580.141	123	0	0	0	0	0	0
5,535	53.2617	-27.6159	1	-9	0.905	0.015	43.834	0.006	52	1	0.894	43.799	0.023	-128.2	0	0	60,672.109	42	0	0	0	0	0	0
5,543	33.3984	-3.7328	1	-9	0.83	0.124	43.6	0.022	42	2	0.755	43.348	0.02	-265.6	0	0	60,643.055	62	0	0	0	0	0	0
5,550	151.1719	1.343	1	-9	0.59	0.016	42.694	0.026	62	2	0.573	42.614	-0.008	-131.4	3.1	0.508	60,350.328	48	0	0	0	0	0	0
5,562	351.7347	-62.8847	1	0.343	0.441	0.154	41.934	0.019	42	1	0.342	41.289	-0.003	243.4	0	0	60,529.125	86	0	0	0	0	0	0
5,564	351.3214	-64.1987	1	-9	0.624	0.02	42.843	0.023	42	1	0.567	42.594	-0.01	452.9	0	0	59,949.469	68	0	0	0	0	0	0
5,565	1.7089	-45.5867	1	-9	0.759	0.038	43.361	0.011	90	1	0.823	43.581	0.027	-78.1	0	0	60,154.953	11	0	0	0	0	0	0
5,566	347.0134	-62.5086	1	-9	0.968	0.033	44.014	0.018	90	1	0.953	43.972	0.025	-253.6	0	0	60,633.246	40	0	0	0	0	0	0
5,569	33.5742	-5.0797	1	0.27	0.266	0.628	40.654	0.016	42	2	0.265	40.652	-0.003	533.3	0	0	60,484.363	67	0	0	0	0	0	0
5,570	347.8618	-61.9438	1	-9	0.661	0.035	42.996	0.017	42	2	0.69	43.11	0.004	-175	0	0	60,618.387	84	0	0	0	0	0	0
5,576	0.5895	-47.1613	1	-9	1.426	0.186	45.052	0.009	42	2	1.129	44.427	0.018	-201.9	0	0	60,218.203	10	0	0	0	0	0	0
5,591	350.2303	-61.9438	1	-9	0.781	0.014	43.439	0.017	52	1	0.773	43.414	-0.002	280.7	0	0	60,158.004	108	0	0	0	0	0	0
5,623	1.7532	-46.7685	1	0.391	0.411	1.034	41.752	0.014	42	2	0.39	41.62	-0.004	301	0	0	60,610.203	22	0	0	0	0	0	0
5,635	359.4156	-46.7685	1	-9	1.047	0.125	44.223	0.009	42	2	0.982	44.055	0.023	163.8	0	0	60,515.965	36	0	0	0	0	0	0
5,655	1.7532	-46.7685	1	-9	1.473	0.256	45.14	0.014	90	1	0.99	44.074	-0.033	-23.2	0	0	59,899.48	22	0	0	0	0	0	0
5,656	2.458	-45.3892	1	-9	0.983	0.017	44.055	0.011	42	2	0.994	44.087	-0.019	133.1	0	0	60,225.246	46	0	0	0	0	0	0
5,661	35.6836	-5.3794	1	-9	0.267	0.298	40.663	0.02	42	2	0.576	42.633	-0.054	-110.8	0	0	60,271.117	47	0	0	0	0	0	0
5,696	349.2857	-62.8847	1	-9	0.809	0.079	43.532	0.018	90	1	0.8	43.502	-0.001	-157	0	0	60,211.184	100	0	0	0	0	0	0
5,704	350.2303	-61.9438	1	-9	0.505	0.064	42.289	0.017	42	2	0.468	42.092	-0.004	-124.6	0	0	59,860.031	108	0	0	0	0	0	0
5,723	351.3214	-64.1987	1	-9	0.858	0.191	43.69	0.023	90	1	0.954	43.974	0.035	-53.8	0	0	59,730.906	68	0	0	0	0	0	0
5,729	53.0859	-27.7844	1	-9	1.393	0.064	44.991	0.007	42	2	1.319	44.846	0.041	-28.9	0	0	59,868.199	34	0	0	0	0	0	0
5,758	52.9102	-25.9445	1	-9	0.971	0.052	44.022	0.01	42	2	0.99	44.072	-0.021	-458.8	0	0	60,268.5	78	0	0	0	0	0	0
5,761	150.4688	1.6415	1	-9	0.987	0.287	44.064	0.017	90	1	1.057	44.246	-0.052	141.9	0	0	60,329.242	45	0	0	0	0	0	0
5,763	349.8913	-64.5736	1	-9	1.014	0.239	44.137	0.023	90	1	1.086	44.324	0.004	102.3	0	0	60,513.043	51	0	0	0	0	0	0
5,794	351.3	-62.3204	1	-9	1.356	0.055	44.919	0.018	90	1	1.394	44.993	0.052	26.8	0	0	60,501.133	32	0	0	0	0	0	0
5,798	51.3281	-27.7844	1	-9	0.885	0.051	43.774	0.013	42	2	0.851	43.667	-0.033	-485.2	0	0	60,207.121	123	0	0	0	0	0	0
5,801	53.6133	-28.631	1	-9	0.897	0.021	43.808	0.006	52	1	0.904	43.832	-0.021	156.6	0	0	59,880.98	115	0	0	0	0	0	0
5,817	34.2773	-5.0797	1	0.53	0.522	0.02	42.372	0.019	42	2	0.527	42.401	-0.09	-166.4	0	0	60,280.371	23	0	0	0	0	0	0
5,834	352.3987	-62.6967	1	-9	0.808	0.039	43.528	0.02	52	1	0.741	43.3	0.002	304.3	0	0	59,876.191	131	0	0	0	0	0	0
5,844	2.0975	-45.784	1	-9	1.147	0.034	44.468	0.011	90	1	1.15	44.477	0.029	-94.8	0	0	60,159.25	24	0	0	0	0	0	0
5,852	0.1907	-45.784	1	-9	0.819	0.03	43.566	0.005	62	2	0.834	43.617	0.006	-11.3	3.1	0.106	59,891.164	101	0	0	0	0	0	0
5,864	51.8555	-28.631	1	-9	1.387	0.104	44.979	0.009	90	1	1.491	45.172	0.02	-464.2	0	0	59,942.25	27	0	0	0	0	0	0
5,877	151.3477	4.1815	1	0.31	0.317	0.734	41.091	0.016	42	2	0.312	41.052	0.003	-169.8	0	0	60,311.777	25	0	0	0	0	0	0
5,881	33.3984	-4.3311	1	-9	0.521	0.013	42.37	0.018	42	2	0.515	42.335	-0.028	-635.1	0	0	60,288.223	120	0	0	0	0	0	0
5,895	348.9084	-63.8237	1	-9	0.874	0.03	43.74	0.018	42	2	0.916	43.866	-0.035	276.3	0	0	60,163.824	95	0	0	0	0	0	0
5,911	33.75	-4.6305	1	0.212	0.536	0.404	42.444	0.019	42	3	0.211	40.094	-0.001	237.7	3.1	0.591	60,187.813	28	0	0	0	0	0	0
5,922	1.6946	-45.1916	1	0.184	0.224	0.376	40.232	0.011	42	1	0.182	39.727	-0.002	488.1	0	0	60,582.863	109	0	0	0	0	0	0
5,924	51.8555	-28.631	1	0.799	0.807	0.018	43.525	0.009	62	2	0.797	43.495	0.01	735.6	3.1	0.428	59,896.902	27	0	0	0	0	0	0