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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
8,057	359.0586	-45.1916	1	-9	0.768	0.023	43.393	0.011	90	1	0.741	43.302	-0.026	13.4	0	0	60,631.102	66	0	0	0	0	0	0
8,058	52.0313	-26.4433	1	-9	1.091	0.022	44.334	0.014	90	1	1.079	44.304	-0.008	57.7	0	0	60,664.5	89	0	0	0	0	0	0
8,063	150.4688	3.7328	1	-9	1.002	0.204	44.106	0.02	90	1	1.035	44.19	-0.144	-53.4	0	0	60,379.852	19	0	0	0	0	0	0
8,094	149.4141	2.2387	1	-9	0.565	0.034	42.579	0.017	42	2	0.497	42.246	0.006	344.2	0	0	60,070.168	0	0	0	0	0	0	0
8,102	2.0711	-45.1916	1	-9	1.174	0.037	44.531	0.011	42	2	1.197	44.585	0.032	91.7	0	0	59,834	70	0	0	0	0	0	0
8,129	359.8148	-44.3998	1	0.457	0.472	0.297	42.112	0.009	42	2	0.454	42.01	0.001	-234.7	0	0	60,606.48	118	0	0	0	0	0	0
8,135	0.1907	-45.784	1	0.261	0.294	0.013	40.901	0.005	90	1	0.262	40.613	0.002	-472.9	0	0	59,618.328	101	0	0	0	0	0	0
8,153	350.2303	-61.9438	1	0.292	0.308	0.01	41.018	0.017	42	2	0.293	40.894	-0.015	-276.3	0	0	60,124.273	108	0	0	0	0	0	0
8,165	33.75	-4.6305	1	-9	1.036	0.135	44.194	0.019	90	1	1.099	44.352	-0.018	-1,146.3	0	0	59,949.266	28	0	0	0	0	0	0
8,166	150.293	2.6867	1	-9	1.242	0.133	44.683	0.016	90	1	1.271	44.741	-0.026	97.3	0	0	59,678.309	59	0	0	0	0	0	0
8,179	52.207	-28.631	1	-9	0.62	0.038	42.826	0.009	90	1	0.641	42.912	-0.003	-227.6	0	0	60,588.133	18	0	0	0	0	0	0
8,181	0.9657	-46.3751	1	0.616	0.615	0.033	42.803	0.007	62	1	0.618	42.814	0.01	-766.1	0	0	59,895.227	96	0	0	0	0	0	0
8,182	348.5869	-64.5736	1	-9	1.013	0.087	44.134	0.018	90	1	1.036	44.198	-0.002	152.4	0	0	59,866.746	132	0	0	0	0	0	0
8,196	53.0859	-27.1119	1	-9	0.622	0.013	42.835	0.007	90	1	0.636	42.892	0.014	-176.3	0	0	60,502.184	30	0	0	0	0	0	0
8,197	33.75	-4.6305	1	-9	0.868	0.053	43.72	0.019	42	2	0.887	43.782	0.011	382.2	0	0	59,860.195	28	0	0	0	0	0	0
8,201	53.2617	-27.6159	1	-9	1.03	0.045	44.179	0.006	90	1	1.037	44.197	0.022	-510.8	0	0	60,209.141	42	0	0	0	0	0	0
8,242	150.4688	1.6415	1	-9	0.964	0.035	44.003	0.017	42	1	0.927	43.893	-0.022	59.1	0	0	59,679.816	45	0	0	0	0	0	0
8,250	51.8555	-27.9532	1	-9	1.31	0.19	44.826	0.008	90	1	1.312	44.831	-0.074	348.2	0	0	60,292.742	35	0	0	0	0	0	0
8,252	359.4467	-44.2015	1	-9	0.889	0.148	43.785	0.01	90	1	0.843	43.644	-0.008	181.8	0	0	59,890.652	13	0	0	0	0	0	0
8,263	32.6953	-4.9299	1	0.702	0.765	0.04	43.384	0.018	42	1	0.702	43.155	-0.015	-316.2	0	0	60,557.398	4	0	0	0	0	0	0
8,271	53.9648	-28.631	1	-9	1.297	0.099	44.8	0.009	42	2	0.99	44.073	0.012	-211.9	0	0	59,941.453	121	0	0	0	0	0	0
8,283	349.1606	-64.7609	1	-9	1.157	0.033	44.491	0.02	42	2	1.112	44.387	0.035	9.1	0	0	60,592.969	50	0	0	0	0	0	0
8,284	35.8594	-4.6305	1	0.405	0.45	0.035	41.989	0.022	42	2	0.402	41.701	0.001	59.1	0	0	60,083.832	8	0	0	0	0	0	0
8,315	152.0508	3.2844	1	0.765	0.771	0.037	43.405	0.019	42	2	0.768	43.391	0.006	176.1	0	0	60,417.855	94	0	0	0	0	0	0
8,322	150.1172	2.8361	1	0.072	0.08	0.102	37.808	0.016	90	1	0.072	37.574	-0.002	446.5	0	0	59,636.914	106	0	0	0	0	0	0
8,329	52.0313	-26.4433	1	-9	1.534	0.133	45.25	0.014	90	1	1.429	45.06	0.003	232.8	0	0	60,603.469	89	0	0	0	0	0	0
8,331	33.5742	-5.0797	1	0.635	0.628	0.018	42.861	0.016	42	2	0.634	42.888	0.01	18.3	0	0	60,183.277	67	0	0	0	0	0	0
8,332	35.8594	-4.6305	1	0.517	0.555	0.065	42.535	0.022	42	1	0.517	42.348	0.008	-242.7	0	0	59,775.027	8	0	0	0	0	0	0
8,345	359.0586	-45.1916	1	0.565	0.548	0.013	42.5	0.011	42	2	0.563	42.574	0.011	69.7	0	0	60,532.602	66	0	0	0	0	0	0
8,361	51.8555	-28.631	1	-9	0.908	0.024	43.841	0.009	90	1	0.927	43.896	-0.036	-614.2	0	0	60,292.641	27	0	0	0	0	0	0
8,386	359.8117	-45.1916	1	-9	0.963	0.096	43.999	0.01	42	2	0.84	43.634	-0.009	18.6	0	0	60,172.793	105	0	0	0	0	0	0
8,388	33.75	-4.6305	1	-9	1.014	0.089	44.138	0.019	90	1	0.958	43.99	0.036	597.9	0	0	59,901.59	28	0	0	0	0	0	0
8,399	1.3636	-46.7685	1	0.649	0.646	0.019	42.934	0.008	42	1	0.648	42.944	0.002	17.8	0	0	60,599.988	113	0	0	0	0	0	0
8,401	152.0508	2.9855	1	0.569	0.558	0.007	42.55	0.019	42	1	0.572	42.612	-0.015	-160.8	0	0	60,065.125	127	0	0	0	0	0	0
8,404	52.9102	-25.9445	1	-9	0.968	0.027	44.014	0.01	42	1	1.028	44.176	0.034	-199.7	0	0	59,847.719	78	0	0	0	0	0	0
8,413	349.9662	-62.6967	1	-9	0.93	0.213	43.904	0.021	90	1	1.022	44.16	-0.049	188.9	0	0	59,738.973	39	0	0	0	0	0	0
8,420	359.8117	-45.1916	1	-9	1.29	0.037	44.785	0.01	90	1	1.299	44.804	-0.001	-354.1	0	0	60,624.379	105	0	0	0	0	0	0
8,430	51.8555	-26.2768	1	-9	1.306	0.061	44.817	0.014	90	1	1.18	44.545	-0.003	52.7	0	0	59,857.969	110	0	0	0	0	0	0
8,441	32.6953	-4.9299	1	-9	0.675	0.042	43.049	0.018	42	3	0.608	42.775	0.011	-230	3.1	0.243	59,893.508	4	0	0	0	0	0	0
8,442	351.9536	-62.1322	1	-9	0	0	-9	0.019	92	1	0	0	0	0	0	0	59,570	128	5,003.6	34,112.7	31,904.2	28,254.5	25,708.6	25,497.8
8,455	151.3477	3.5833	1	-9	1.005	0.067	44.114	0.015	90	1	1.167	44.512	-0.111	194.6	0	0	60,383.109	98	0	0	0	0	0	0
8,463	150.6445	3.5833	1	-9	0.96	0.03	43.99	0.018	42	2	0.868	43.717	-0.098	-25.8	0	0	59,993.277	55	0	0	0	0	0	0
8,469	348.5869	-64.5736	1	-9	0.752	0.018	43.338	0.018	52	1	0.726	43.244	0.012	-49.7	0	0	60,146.223	132	0	0	0	0	0	0
8,487	53.6133	-26.9444	1	-9	0.615	0.009	42.804	0.009	42	1	0.612	42.79	0.018	-369.8	0	0	60,651.762	7	0	0	0	0	0	0
8,492	53.6133	-28.631	1	-9	0.989	0.125	44.072	0.006	90	1	0.926	43.896	-0.018	-96.4	0	0	59,898.645	115	0	0	0	0	0	0
8,512	52.5586	-27.2796	1	0.838	0.856	0.022	43.684	0.008	42	1	0.837	43.623	-0.009	137.5	0	0	59,940.996	53	0	0	0	0	0	0
8,513	33.5742	-5.0797	1	0.394	0.424	0.032	41.836	0.016	42	1	0.39	41.625	0.01	185	0	0	59,916.063	67	0	0	0	0	0	0
8,521	33.75	-4.6305	1	0.454	0.452	0.021	42	0.019	62	2	0.452	42.003	-0.002	361.5	3.1	0.086	60,240.137	28	0	0	0	0	0	0
8,534	349.2857	-62.8847	1	-9	0.893	0.014	43.797	0.018	90	1	0.89	43.79	-0.219	-48.5	0	0	60,255.977	100	0	0	0	0	0	0
8,548	151.3477	3.5833	1	0.432	0.509	0.031	42.308	0.015	42	2	0.432	41.883	-0.015	487.1	0	0	59,596.883	98	0	0	0	0	0	0
8,549	358.6364	-46.7685	1	-9	0.765	0.044	43.382	0.008	90	1	0.81	43.538	-0.045	165.7	0	0	59,821.102	77	0	0	0	0	0	0
8,553	347.8125	-63.4483	1	-9	0.407	1.019	41.726	0.021	42	1	0.412	41.758	-0.004	-324.7	0	0	59,802.922	92	0	0	0	0	0	0
8,565	359.0586	-45.1916	1	0.601	0.578	0.119	42.64	0.011	62	1	0.602	42.747	-0.012	-207.5	0	0	60,132.434	66	0	0	0	0	0	0
8,592	53.6133	-27.9532	1	-9	0.887	0.018	43.779	0.007	90	1	0.888	43.784	-0.017	426	0	0	60,161.711	56	0	0	0	0	0	0
8,619	53.7891	-27.7844	1	-9	1.419	0.127	45.041	0.009	42	1	1.371	44.949	0.006	144	0	0	60,660.703	63	0	0	0	0	0	0
8,625	351.7347	-62.8847	1	0.307	0.306	0.008	41.008	0.019	62	1	0.306	41.006	-0.005	231.4	0	0	59,818.297	86	0	0	0	0	0	0
8,644	52.207	-28.631	1	0.687	0.731	0.055	43.261	0.009	62	1	0.687	43.098	-0.023	463.9	0	0	59,948.082	18	0	0	0	0	0	0
8,646	1.6946	-45.1916	1	-9	1.33	0.112	44.866	0.011	90	1	1.26	44.724	-0.016	223.4	0	0	59,891.02	109	0	0	0	0	0	0
8,661	349.0461	-61.9438	1	-9	0.974	0.031	44.031	0.017	42	2	1.025	44.167	0.022	-210.1	0	0	60,242.73	69	0	0	0	0	0	0
8,664	52.5586	-27.2796	1	-9	0.544	0.018	42.484	0.008	52	1	0.58	42.649	0.021	-37	0	0	60,305.633	53	0	0	0	0	0	0
8,665	151.1719	2.5374	1	-9	1.226	0.086	44.648	0.024	90	1	1.222	44.635	-0.041	-341.5	0	0	60,348.594	29	0	0	0	0	0	0
8,672	35.6836	-5.3794	1	-9	1.112	0.077	44.386	0.02	90	1	1.102	44.363	0.016	76.7	0	0	60,172.867	47	0	0	0	0	0	0
8,674	53.7891	-27.7844	1	0.935	0.766	0.089	43.388	0.009	42	2	0.934	43.919	-0.048	151.6	0	0	59,914.734	63	0	0	0	0	0	0
8,682	349.0461	-61.9438	1	-9	1.054	0.055	44.242	0.017	42	2	1.079	44.307	0.023	51.2	0	0	59,843.332	69	0	0	0	0	0	0
8,683	52.9102	-27.9532	1	0.664	0.662	0.023	43	0.007	90	1	0.661	42.998	0.005	615.6	0	0	59,813.105	52	0	0	0	0	0	0
8,684	51.8555	-27.9532	1	-9	0.852	0.02	43.67	0.008	90	1	0.847	43.658	0.025	444.7	0	0	60,611.977	35	0	0	0	0	0	0
8,691	351.7347	-62.8847	1	-9	0.657	0.018	42.977	0.019	42	1	0.641	42.91	0.006	-547.1	0	0	59,839.988	86	0	0	0	0	0	0
8,697	351.7347	-62.8847	1	-9	1.489	0.079	45.169	0.019	90	1	1.472	45.141	-0.057	342.4	0	0	59,863.953	86	0	0	0	0	0	0
8,701	347.8125	-63.4483	1	0.251	0.24	0.013	40.397	0.021	42	2	0.247	40.476	-0.001	554.1	0	0	60,623.461	92	0	0	0	0	0	0
8,702	1.7532	-46.7685	1	-9	1.292	0.013	44.789	0.014	90	1	1.308	44.823	0.016	271.8	0	0	60,529.23	22	0	0	0	0	0	0
8,705	150.8203	3.7328	1	-9	0.967	0.056	44.01	0.016	90	1	0.71	43.18	-0.024	-306.1	0	0	59,695.801	43	0	0	0	0	0	0
8,717	52.207	-28.2916	1	-9	1.466	0.324	45.127	0.007	90	1	1.047	44.224	0.042	22.1	0	0	59,860.133	87	0	0	0	0	0	0
8,724	2.0711	-45.1916	1	0.285	0.299	0.007	40.95	0.011	62	2	0.282	40.805	0	699.6	3.1	0.117	60,227.801	70	0	0	0	0	0	0
8,730	348.5869	-64.5736	1	0.472	2.963	1.314	46.993	0.018	90	1	0.472	42.112	0.009	77.6	0	0	60,579.172	132	0	0	0	0	0	0
8,734	348.5869	-64.5736	1	0.434	0.452	0.045	42.001	0.018	62	1	0.434	41.892	-0.009	-365.3	0	0	60,618.176	132	0	0	0	0	0	0
8,738	52.9102	-26.2768	1	-9	1.039	0.197	44.204	0.008	90	1	1.094	44.344	-0.014	532.3	0	0	60,269.164	103	0	0	0	0	0	0
8,739	53.7891	-27.7844	1	-9	1.172	0.208	44.527	0.009	90	1	1.236	44.672	0.005	128.3	0	0	59,851.617	63	0	0	0	0	0	0
8,767	150.8203	3.1349	1	-9	0.668	0.009	43.023	0.016	42	2	0.655	42.971	-0.001	268.3	0	0	59,645.539	5	0	0	0	0	0	0
8,803	2.0975	-45.784	1	-9	1.054	0.234	44.241	0.011	90	1	1.051	44.234	0.019	-181.7	0	0	59,863.984	24	0	0	0	0	0	0
8,805	0.9657	-46.3751	1	-9	1.109	0.175	44.378	0.007	90	1	1.08	44.307	0.038	-110.1	0	0	59,880.082	96	0	0	0	0	0	0
8,806	352.3987	-62.6967	1	-9	1.368	0.249	44.942	0.02	90	1	1.117	44.399	0.027	486.9	0	0	59,769.293	131	0	0	0	0	0	0
8,812	151.3477	4.1815	1	-9	1.216	0.113	44.626	0.016	90	1	1.169	44.516	0.047	-411.5	0	0	60,031.938	25	0	0	0	0	0	0
8,816	149.4141	3.4338	1	-9	0.885	0.038	43.771	0.027	42	3	0.817	43.558	-0.059	32.6	3.1	0.056	60,308.918	107	0	0	0	0	0	0
8,821	35.8594	-4.6305	1	-9	0.799	0.037	43.499	0.022	42	1	0.77	43.4	0.015	-348.8	0	0	60,631.742	8	0	0	0	0	0	0
8,837	351.3	-62.3204	1	-9	0.532	0.01	42.423	0.018	42	2	0.543	42.474	0.003	-623.2	0	0	60,187.922	32	0	0	0	0	0	0
8,850	346.5625	-63.4483	1	-9	1.027	0.083	44.172	0.021	52	1	1.141	44.454	0.045	-100.6	0	0	59,904.047	58	0	0	0	0	0	0
8,857	150.1172	2.2387	1	-9	1.091	0.127	44.333	0.016	90	1	1.039	44.202	0.015	137	0	0	59,966.109	26	0	0	0	0	0	0
8,861	351.3214	-64.1987	1	-9	0.348	1.121	41.326	0.023	42	2	0.387	41.6	-0.001	-170	0	0	60,566.941	68	0	0	0	0	0	0
8,871	32.6953	-4.9299	1	-9	1.869	0.228	45.778	0.018	42	2	1.29	44.785	-0.049	-30.1	0	0	59,926.172	4	0	0	0	0	0	0
8,883	359.4467	-44.2015	1	-9	1.302	0.214	44.808	0.01	42	2	0.893	43.799	-0.009	504.5	0	0	59,874.367	13	0	0	0	0	0	0
8,902	151.1719	2.2387	1	-9	0.435	0.009	41.898	0.024	52	1	0.435	41.899	-0.014	-91.3	0	0	59,698.203	49	0	0	0	0	0	0
8,904	347.8125	-63.4483	1	-9	1.112	0.034	44.384	0.021	90	1	1.054	44.243	0.01	309.4	0	0	60,608.91	92	0	0	0	0	0	0
8,917	34.1016	-5.8292	1	0.598	0.597	0.009	42.725	0.019	62	2	0.594	42.717	-0.002	474.9	3.1	0.021	60,635.09	21	0	0	0	0	0	0
8,919	51.6797	-27.4476	1	-9	0.915	0.04	43.863	0.01	42	2	0.847	43.657	-0.017	-67.2	0	0	60,625.297	102	0	0	0	0	0	0
8,921	150.6445	3.5833	1	0.53	0.525	0.012	42.387	0.018	42	2	0.531	42.414	-0.006	-181.7	0	0	59,955.539	55	0	0	0	0	0	0
8,933	349.0461	-61.9438	1	-9	0	0	-9	0.017	92	1	0	0	0	0	0	0	59,570	69	4,339.1	27,533.4	27,467.8	24,714.6	22,197	22,017
8,947	33.5742	-5.3794	1	0.376	2.913	0.954	46.95	0.017	42	2	0.373	41.511	0.007	338.6	0	0	60,099.254	6	0	0	0	0	0	0
8,962	2.0711	-45.1916	1	-9	1.237	0.185	44.671	0.011	42	1	1.338	44.885	-0.034	306.2	0	0	59,888.285	70	0	0	0	0	0	0
8,978	348.5294	-61.7554	1	-9	0.552	0.127	42.521	0.016	42	2	0.519	42.357	-0.013	-244.6	0	0	60,248.609	85	0	0	0	0	0	0
8,983	53.0859	-28.1222	1	0.401	0.391	0.033	41.626	0.007	62	1	0.401	41.694	-0.006	277.3	0	0	60,200.73	2	0	0	0	0	0	0