Datasets:

lincc-frameworks
/

plasticc

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
13	34.4531	-5.2295	1	0.305	0.319	0.054	41.112	0.019	42	1	0.302	40.977	0	120.2	0	0	60,499.461	124	0	0	0	0	0	0
14	33.3984	-4.3311	1	-9	0.632	0.018	42.877	0.018	42	2	0.61	42.785	-0.027	584.6	0	0	59,792.121	120	0	0	0	0	0	0
17	348.5294	-61.7554	1	-9	0.83	0.06	43.6	0.016	42	2	0.826	43.587	0.001	-148	0	0	60,543.566	85	0	0	0	0	0	0
23	34.8047	-5.8292	1	-9	0.653	0.148	42.964	0.023	90	1	0.624	42.842	0.01	-3.5	0	0	60,137.48	97	0	0	0	0	0	0
34	351.3214	-64.1987	1	0.456	0.462	0.012	42.054	0.023	90	1	0.454	42.015	-0.047	261.6	0	0	60,245.078	68	0	0	0	0	0	0
35	35.332	-5.9792	1	-9	0.839	0.038	43.629	0.022	90	1	0.792	43.475	-0.015	-436.5	0	0	60,557.289	61	0	0	0	0	0	0
43	0.5745	-45.9811	1	-9	0.667	0.055	43.019	0.006	42	3	0.678	43.063	-0.005	-542.7	3.1	0.132	59,913.246	130	0	0	0	0	0	0
50	0.5745	-45.9811	1	-9	1.466	0.053	45.128	0.006	42	2	1.441	45.084	-0.046	483.2	0	0	59,891.719	130	0	0	0	0	0	0
60	346.5625	-63.4483	1	-9	0.946	0.012	43.952	0.021	90	1	0.942	43.938	0.019	-440.5	0	0	60,574.031	58	0	0	0	0	0	0
69	349.1606	-64.7609	1	-9	1.043	0.109	44.214	0.02	90	1	0.904	43.83	-0.024	-37.5	0	0	60,536.945	50	0	0	0	0	0	0
88	349.1606	-64.7609	1	0.161	0.165	0.005	39.493	0.02	42	2	0.162	39.446	0.003	-367.6	0	0	60,091.094	50	0	0	0	0	0	0
96	151.1719	2.5374	1	0.328	0.368	0.034	41.471	0.024	42	2	0.327	41.175	-0.005	359	0	0	59,587.113	29	0	0	0	0	0	0
106	1.6667	-44.3998	1	-9	0.853	0.06	43.675	0.009	42	2	0.935	43.924	0.019	666.6	0	0	59,835.586	37	0	0	0	0	0	0
114	351.259	-64.3862	1	-9	0.8	0.275	43.501	0.02	90	1	0.844	43.647	0.005	-282.2	0	0	60,242.113	54	0	0	0	0	0	0
115	151.3477	4.1815	1	-9	0.898	0.052	43.811	0.016	42	2	0.914	43.856	-0.002	83.3	0	0	60,027.297	25	0	0	0	0	0	0
116	150.4688	1.6415	1	-9	1.124	0.036	44.415	0.017	90	1	1.146	44.462	0.012	-392.9	0	0	60,315.523	45	0	0	0	0	0	0
130	34.2773	-5.6792	1	0.34	0.337	0.073	41.246	0.02	90	1	0.339	41.262	0.003	-116.4	0	0	60,085.414	90	0	0	0	0	0	0
142	1.6946	-45.1916	1	-9	1.271	0.08	44.744	0.011	42	2	1.28	44.765	0.015	-172.1	0	0	60,221.871	109	0	0	0	0	0	0
147	150.8203	1.6415	1	-9	0.29	0.116	40.874	0.02	42	2	0.598	42.728	0.009	-150.3	0	0	59,675.855	60	0	0	0	0	0	0
151	151.1719	1.343	1	-9	0.509	0.012	42.308	0.026	42	1	0.497	42.241	0.003	108.2	0	0	59,574.313	48	0	0	0	0	0	0
168	349.4295	-62.5086	1	-9	0	0	-9	0.02	16	1	0	0	0	0	0	0	59,570	104	50.4	399.3	366	243.5	147.8	59.8
171	52.9102	-27.9532	1	-9	0.862	0.058	43.703	0.007	90	1	0.821	43.569	0.011	-539.8	0	0	60,317.703	52	0	0	0	0	0	0
173	150.9961	4.1815	1	-9	0.449	0.022	41.982	0.015	90	1	0.456	42.018	-0	-84.2	0	0	59,903.82	12	0	0	0	0	0	0
176	52.9102	-27.9532	1	0.378	0.364	0.006	41.445	0.007	42	2	0.377	41.532	-0.015	-581.3	0	0	59,882.445	52	0	0	0	0	0	0
184	352.7113	-63.8237	1	-9	0.911	0.051	43.851	0.024	42	2	0.875	43.743	0.028	69.1	0	0	59,791.527	1	0	0	0	0	0	0
186	0.9298	-44.598	1	-9	0.93	0.012	43.906	0.011	90	1	0.919	43.876	-0.004	-35.4	0	0	60,166.734	65	0	0	0	0	0	0
195	152.0508	2.9855	1	-9	0.466	0.025	42.077	0.019	90	1	0.455	42.015	0.015	37.4	0	0	59,604.918	127	0	0	0	0	0	0
198	1.6946	-45.1916	1	0.406	0.396	0.015	41.658	0.011	42	1	0.402	41.7	0.011	107.9	0	0	60,190.496	109	0	0	0	0	0	0
204	349.0461	-61.9438	1	0.558	0.5	0.031	42.259	0.017	42	1	0.559	42.55	0.015	-343.8	0	0	59,861.004	69	0	0	0	0	0	0
211	53.6133	-27.9532	1	0.547	0.564	0.011	42.578	0.007	67	1	0.544	42.484	-0.011	120.4	0	0	59,955	56	0	0	0	0	0	0
216	150.8203	1.6415	1	-9	0.406	0.049	41.72	0.02	90	1	0.438	41.916	-0.009	145.7	0	0	60,026.68	60	0	0	0	0	0	0
236	2.458	-45.3892	1	0.344	0.288	0.016	40.857	0.011	62	1	0.344	41.3	-0.002	61.1	0	0	60,529.82	46	0	0	0	0	0	0
240	151.1719	2.5374	1	-9	1.094	0.032	44.341	0.024	42	3	1.14	44.452	0.022	275.2	3.1	0.049	59,664.207	29	0	0	0	0	0	0
260	150.8203	3.7328	1	-9	0.755	0.043	43.35	0.016	90	1	0.747	43.318	0.021	368.4	0	0	59,698.422	43	0	0	0	0	0	0
268	149.5898	3.5833	1	-9	0.623	0.018	42.84	0.024	62	2	0.621	42.827	0	73.7	3.1	0.101	60,311.992	74	0	0	0	0	0	0
272	149.4141	3.4338	1	-9	0.706	0.022	43.169	0.027	90	1	0.706	43.165	0.013	-134.2	0	0	59,553.512	107	0	0	0	0	0	0
277	348.5959	-63.0726	1	-9	0.875	0.019	43.743	0.021	90	1	0.899	43.817	0.017	-39.8	0	0	60,221.301	93	0	0	0	0	0	0
289	53.6133	-28.631	1	-9	0.744	0.068	43.31	0.006	90	1	0.863	43.707	-0.002	28.8	0	0	60,599.129	115	0	0	0	0	0	0
306	148.8867	2.6867	1	0.718	0.727	0.018	43.246	0.028	42	1	0.721	43.224	-0.017	-71.9	0	0	60,372.418	33	0	0	0	0	0	0
316	32.8711	-4.7802	1	-9	0.562	0.117	42.565	0.017	42	2	0.63	42.867	-0.003	-228.9	0	0	59,853.328	31	0	0	0	0	0	0
337	150.1172	2.8361	1	-9	1.41	0.05	45.023	0.016	42	2	1.388	44.979	0.028	-94.3	0	0	60,433.336	106	0	0	0	0	0	0
349	34.4531	-5.2295	1	-9	0.768	0.032	43.393	0.019	42	2	0.8	43.507	-0.103	256.9	0	0	59,864.031	124	0	0	0	0	0	0
357	349.9662	-62.6967	1	-9	0.894	0.021	43.799	0.021	90	1	0.883	43.766	-0.044	41.5	0	0	59,817.59	39	0	0	0	0	0	0
366	53.6133	-26.9444	1	-9	1.358	0.227	44.922	0.009	90	1	0.988	44.068	-0.006	-160.3	0	0	60,670.676	7	0	0	0	0	0	0
384	359.8163	-44.0031	1	-9	0.813	0.037	43.547	0.013	90	1	0.81	43.539	0.026	528.2	0	0	60,242.898	82	0	0	0	0	0	0
402	349.8913	-64.5736	1	-9	0.568	0.08	42.596	0.023	42	2	0.638	42.902	-0.015	8.6	0	0	60,582.895	51	0	0	0	0	0	0
406	32.6953	-4.9299	1	-9	0.899	0.097	43.814	0.018	42	2	0.694	43.127	0.016	82.4	0	0	60,218.191	4	0	0	0	0	0	0
409	347.8618	-61.9438	1	-9	0.911	0.055	43.85	0.017	90	1	0.795	43.485	0.012	-130.6	0	0	60,587.762	84	0	0	0	0	0	0
413	349.4295	-62.5086	1	0.643	0.641	0.008	42.914	0.02	90	1	0.641	42.917	0.021	393	0	0	60,180.605	104	0	0	0	0	0	0
443	150.9961	2.388	1	0.368	0.365	0.011	41.45	0.021	42	2	0.372	41.493	-0.034	-87.6	0	0	59,601.57	16	0	0	0	0	0	0
451	349.6154	-63.636	1	-9	0.885	0.03	43.773	0.018	42	1	0.782	43.443	-0.054	-201.9	0	0	60,250.324	81	0	0	0	0	0	0
455	0.9298	-44.598	1	-9	0.467	0.012	42.084	0.011	42	1	0.438	41.918	0.005	-384.7	0	0	60,178.012	65	0	0	0	0	0	0
466	34.2773	-5.0797	1	0.499	0.553	0.017	42.523	0.019	90	1	0.498	42.25	0.013	-418.8	0	0	60,204.035	23	0	0	0	0	0	0
467	358.6653	-45.784	1	-9	0.657	0.046	42.98	0.009	42	2	0.71	43.187	-0.029	134.8	0	0	60,229.645	129	0	0	0	0	0	0
478	358.6364	-46.7685	1	-9	0.728	0.052	43.252	0.008	42	2	0.709	43.181	0.016	-65.5	0	0	60,219.715	77	0	0	0	0	0	0
483	348.5294	-61.7554	1	-9	0.783	0.058	43.447	0.016	42	2	0.935	43.919	0.038	-357.6	0	0	59,860.707	85	0	0	0	0	0	0
489	0.5745	-45.9811	1	-9	0.58	0.017	42.649	0.006	42	3	0.575	42.631	-0.016	501.4	3.1	0.068	60,105.98	130	0	0	0	0	0	0
524	34.2773	-5.0797	1	0.407	0.353	0.085	41.366	0.019	42	1	0.405	41.718	-0.004	-295	0	0	60,638.895	23	0	0	0	0	0	0
561	349.8913	-64.5736	1	-9	0.927	0.014	43.896	0.023	90	1	0.931	43.909	-0.039	293.8	0	0	60,187.863	51	0	0	0	0	0	0
565	152.0508	3.2844	1	-9	0.825	0.02	43.586	0.019	42	2	0.841	43.633	-0.047	234.9	0	0	59,981.809	94	0	0	0	0	0	0
568	53.7891	-27.7844	1	-9	1.065	0.219	44.269	0.009	42	1	1.225	44.648	0.037	159.7	0	0	60,260.078	63	0	0	0	0	0	0
583	149.4141	2.2387	1	0.707	0.713	0.014	43.195	0.017	42	1	0.708	43.176	-0.028	236.6	0	0	60,397.238	0	0	0	0	0	0	0
607	349.1606	-64.7609	1	0.242	0.495	0.329	42.234	0.02	42	2	0.241	40.416	-0.005	53.2	0	0	60,127.789	50	0	0	0	0	0	0
611	149.5898	3.5833	1	0.507	0.522	0.046	42.374	0.024	90	1	0.509	42.303	-0.001	-489.5	0	0	59,887.262	74	0	0	0	0	0	0
613	150.8203	1.6415	1	0.301	0.614	0.312	42.799	0.02	42	2	0.303	40.979	-0.001	115.7	0	0	60,400.273	60	0	0	0	0	0	0
622	358.6481	-46.3751	1	-9	0.913	0.342	43.855	0.009	42	2	0.879	43.759	0.004	626.9	0	0	60,215.434	117	0	0	0	0	0	0
639	52.207	-28.631	1	-9	0.69	0.025	43.109	0.009	42	1	0.701	43.15	0.016	-28.9	0	0	60,561.984	18	0	0	0	0	0	0
662	33.75	-4.6305	1	0.418	0.489	0.024	42.203	0.019	62	1	0.418	41.798	-0.019	-317.5	0	0	60,240.66	28	0	0	0	0	0	0
670	51.8555	-28.631	1	-9	1.317	0.191	44.84	0.009	90	1	1.021	44.161	-0.003	889.1	0	0	59,815.184	27	0	0	0	0	0	0
672	350.2303	-61.9438	1	-9	0.95	0.079	43.962	0.017	90	1	0.931	43.91	0.015	230.3	0	0	60,487.328	108	0	0	0	0	0	0
674	32.6953	-4.9299	1	-9	0.603	0.047	42.753	0.018	42	2	0.555	42.538	0.007	311.6	0	0	59,861.148	4	0	0	0	0	0	0
680	32.8711	-4.7802	1	-9	1.488	0.238	45.168	0.017	90	1	1.231	44.66	-0	-262.4	0	0	60,292.992	31	0	0	0	0	0	0
683	1.7089	-45.5867	1	-9	0.837	0.043	43.623	0.011	90	1	0.862	43.701	0.021	-465.9	0	0	60,523.02	11	0	0	0	0	0	0
686	358.6653	-45.784	1	-9	1.377	0.25	44.959	0.009	90	1	0.919	43.875	-0.105	-269.9	0	0	60,140.133	129	0	0	0	0	0	0
687	150.4688	3.7328	1	-9	0.362	0.237	41.427	0.02	90	1	0.506	42.288	0.006	-122.1	0	0	59,649.738	19	0	0	0	0	0	0
694	34.4531	-5.2295	1	0.454	0.439	0.036	41.924	0.019	42	3	0.452	42.003	0.006	77.7	3.1	0.037	60,251.371	124	0	0	0	0	0	0
699	0.5895	-47.1613	1	0.566	0.559	0.006	42.554	0.009	90	1	0.564	42.577	-0.019	-11.7	0	0	60,160.484	10	0	0	0	0	0	0
721	358.6653	-45.784	1	0.466	0.436	0.322	41.903	0.009	42	2	0.465	42.073	0.006	-466.4	0	0	59,816.031	129	0	0	0	0	0	0
725	359.4467	-44.2015	1	-9	0.719	0.016	43.216	0.01	42	2	0.717	43.213	0.019	170.8	0	0	59,898.75	13	0	0	0	0	0	0
729	52.207	-26.6101	1	-9	0.799	0.012	43.501	0.014	42	2	0.812	43.544	-0.055	175.5	0	0	60,261.141	83	0	0	0	0	0	0
731	346.2766	-64.0112	1	0.532	0.542	0.009	42.471	0.019	42	2	0.534	42.431	-0.014	-316.6	0	0	60,555.367	116	0	0	0	0	0	0
734	34.8047	-5.8292	1	-9	0.928	0.012	43.9	0.023	42	1	0.967	44.011	0.02	-91.3	0	0	60,612.242	97	0	0	0	0	0	0
747	54.668	-27.6159	1	-9	1.367	0.066	44.94	0.009	42	2	1.373	44.954	0.022	171.8	0	0	59,918.422	72	0	0	0	0	0	0
759	151.3477	3.5833	1	-9	1.563	0.233	45.3	0.015	90	1	1.044	44.211	0.009	-751.4	0	0	59,938.609	98	0	0	0	0	0	0
779	347.8618	-61.9438	1	0.747	0.738	0.012	43.288	0.017	42	2	0.747	43.318	-0.016	-253.8	0	0	60,191.633	84	0	0	0	0	0	0
793	359.0586	-45.1916	1	-9	0.683	0.016	43.08	0.011	42	2	0.67	43.032	0.002	-129.9	0	0	60,121.258	66	0	0	0	0	0	0
810	35.332	-5.9792	1	-9	0.931	0.019	43.907	0.022	42	2	0.885	43.774	0.015	36.1	0	0	60,588.461	61	0	0	0	0	0	0
830	1.6946	-45.1916	1	-9	0.689	0.008	43.106	0.011	42	2	0.701	43.153	-0.005	-1.9	0	0	60,181.703	109	0	0	0	0	0	0
833	150.293	2.6867	1	-9	0.5	0.02	42.26	0.016	90	1	0.502	42.271	0.01	57.5	0	0	59,983.617	59	0	0	0	0	0	0
834	359.0586	-45.1916	1	0.577	0.587	0.013	42.679	0.011	90	1	0.573	42.62	-0.006	635.8	0	0	59,881.371	66	0	0	0	0	0	0
843	53.7891	-27.7844	1	-9	0.852	0.037	43.672	0.009	42	2	0.879	43.754	-0.001	-131	0	0	59,838.684	63	0	0	0	0	0	0
868	35.332	-5.9792	1	0.388	0.386	1.32	41.59	0.022	42	2	0.387	41.604	-0.037	84.5	0	0	60,486.355	61	0	0	0	0	0	0
883	53.2617	-27.6159	1	-9	0.862	0.06	43.703	0.006	90	1	0.844	43.647	-0.072	-187.4	0	0	59,851.688	42	0	0	0	0	0	0
886	33.5742	-4.7802	1	0.461	0.448	0.778	41.974	0.019	42	2	0.459	42.045	-0.024	279.3	0	0	59,839.293	44	0	0	0	0	0	0
887	358.6481	-46.3751	1	-9	1.264	0.238	44.73	0.009	90	1	1.26	44.723	-0.05	443.8	0	0	60,242.395	117	0	0	0	0	0	0
888	359.8148	-44.3998	1	-9	1.216	0.149	44.625	0.009	90	1	1.107	44.375	-0.037	-81	0	0	59,846.387	118	0	0	0	0	0	0
905	0.1899	-45.5867	1	-9	0.663	0.027	43.003	0.007	42	1	0.634	42.887	-0.032	281.6	0	0	60,543.934	38	0	0	0	0	0	0
916	150.293	2.6867	1	0.405	0.439	0.022	41.925	0.016	90	1	0.408	41.735	-0.001	-8	0	0	59,677.289	59	0	0	0	0	0	0
917	1.6667	-44.3998	1	-9	1.356	0.268	44.918	0.009	90	1	1.074	44.294	-0.036	404.2	0	0	60,540.176	37	0	0	0	0	0	0
943	2.458	-45.3892	1	0.858	0.866	0.029	43.715	0.011	42	1	0.857	43.689	-0.094	183.5	0	0	60,560.785	46	0	0	0	0	0	0

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PLAsTiCC test dataset in Parquet

This the re-dustribution of the PLAsTiCC test dataset in parquet format. We distribute it as two sets of files: object folder contains object metadata, and "source" folder contains light curves. These names are in align with LSST's therminology.

The original dataset is available on Zenodo and described in arXiv:1810.00001.

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Size of downloaded dataset files:

10.6 GB

Size of the auto-converted Parquet files:

10.6 GB

Number of rows:

457,145,994