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ATLAS Gold Standard

This notebook generates a gold standard of ATLAS objects using Norris classifications.





In [2]:



    


import astropy.io.ascii as asc, numpy



    











In [15]:



    


table = asc.read('one-table-to-rule-them-all.tbl')
resolved = table[table['Component S (Franzen)'] / table['Component Sp (Franzen)'] > 1]
resolved_rgz = resolved[numpy.array([bool(i) for i in resolved['Component Zooniverse ID (RGZ)']])]
resolved_rgz_norris = resolved_rgz[numpy.array([bool(i) for i in resolved_rgz['Source # (Norris)']])]
resolved_rgz_norris



    


















    
Out[15]:






<Table masked=True length=216>



KeyComponent # (Norris)Component Name (Norris)Component Radio RA (Norris)Component Radio dec (Norris)Component err(RA) (Norris)Component err(dec) (Norris)Component Peak Flux (Norris)Component Int flux (Norris)Component Bmaj (Norris)Component Bmin (Norris)Component Bpa (Norris)Component rms (Norris)Source # (Norris)Source Name (Norris)Source Component (Norris)Source SWIRE (Norris)Source Radio RA (Norris)Source Radio dec (Norris)Source 20cm (Norris)Source 3.6µm (Norris)Source 4.5µm (Norris)Source 5.8µm (Norris)Source 8.0µm (Norris)Source 24µm (Norris)Source U (Norris)Source G (Norris)Source R (Norris)Source I (Norris)Source Z (Norris)Source z(sp) (Norris)Source ID (Norris)Source Class (Norris)Source Basis (Norris)Source # (Fan)Source SWIRE Name (Fan)Component ID (Franzen)Component Name (Franzen)Component RA (Franzen)Component DEC (Franzen)Component RA_ERR (Franzen)Component DEC_ERR (Franzen)Component SNR (Franzen)Component RMS (Franzen)Component BWS (Franzen)Component Sp (Franzen)Component Sp_ERR (Franzen)Component S (Franzen)Component S_ERR (Franzen)Component DECONV (Franzen)Component DECONV_ERR (Franzen)Component V (Franzen)Component OBS_FREQ (Franzen)Component SINDEX (Franzen)Component INDEX_ERR (Franzen)Component Zooniverse ID (RGZ)Primary Component ID (RGZ)Source SWIRE Name (RGZ)Gaussian Click Fit Success (RGZ)Click Agreement (RGZ)


int32str4str26str11str11float64float64float64float64float64float64float64float64str4str26str19str26str11str12float64float64str8str8str8float64float64float64float64float64float64float64float64str4str3int32str26str8str27float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64str10str8str26str5float64


0C001ATCDFS_J032602.78-284709.03:26:02.785-28:47:09.00.780.730.71.388.32.660.879.3S001ATCDFS_J032602.78-284709.0C001SWIRE3_J032603.15-284708.53:26:02.785-28:47:09.061.433.821.1-1.0-1.0-1.0------------4.0----91SWIRE3_J032603.15-284708.5CI0412ATLAS3_J032602.82-284708.1C51.511734-28.7855750.1710.41429.00.0450.931.3950.0862.2110.1198.2340.5760.9951450.89----ARG0003rb2CI0412SWIRE3_J032602.36-284711.5True1.0


6C007ATCDFS_J032615.48-284629.23:26:15.489-28:46:29.20.340.360.450.710.00.00.066.0S007ATCDFS_J032615.48-284629.2C007SWIRE3_J032615.41-284630.73:26:15.489-28:46:29.240.7265.0136.9132.767.1-1.0------------2.0----153SWIRE3_J032615.41-284630.7CI0614ATLAS3_J032615.49-284629.4C51.564555-28.7748470.2670.64818.510.0360.940.7030.0521.2990.0749.9130.5460.9271465.03----ARG0003rfrCI0614SWIRE3_J032615.41-284630.7True1.0


10C011ATCDFS_J032617.43-280709.93:26:17.430-28:07:09.90.190.246.7313.838.63.358.257.6S011ATCDFS_J032617.89-280707.2C011,C012SWIRE3_J032617.89-280707.23:26:17.89-28:07:07.2524.130.829.425.9-1.0-1.0-------------1.0AGNa1046SWIRE3_J032617.89-280707.2CI0059C1ATLAS3_J032617.35-280710.2C51.572279-28.1194910.160.167401.540.0260.9410.440.2816.490.438.1960.2651.01473.25-0.6520.077ARG0003r2jCI0059C1SWIRE3_J032617.89-280707.2True1.0


11C012ATCDFS_J032618.22-280703.53:26:18.225-28:07:03.50.470.463.810.2911.23.970.057.4S011ATCDFS_J032617.89-280707.2C011,C012SWIRE3_J032617.89-280707.23:26:17.89-28:07:07.2524.130.829.425.9-1.0-1.0-------------1.0AGNa1046SWIRE3_J032617.89-280707.2CI0059C2ATLAS3_J032618.32-280702.3C51.576351-28.1172960.02920.0712222.650.0260.945.7890.0497.190.0615.2970.1311.01474.03-0.6520.077ARG0003r2jCI0059C1SWIRE3_J032617.89-280707.2True1.0


18C019ATCDFS_J032629.54-284055.53:26:29.541-28:40:55.50.380.650.880.880.00.00.049.6S018ATCDFS_J032629.54-284055.5C019SWIRE3_J032629.54-284055.83:26:29.541-28:40:55.520.9240.9119.0114.6-1.0-1.0------------1.0----5979SWIRE3_J032629.54-284055.8CI0304ATLAS3_J032629.61-284052.7C51.623385-28.6813150.1130.27444.110.0260.951.190.0661.3860.0744.371.0210.9891481.26----ARG0003r8eCI0304SWIRE3_J032629.54-284055.8True1.0


19C020ATCDFS_J032629.97-284753.33:26:29.973-28:47:53.30.190.253.764.940.00.00.060.5S019ATCDFS_J032629.97-284753.3C020SWIRE3_J032629.81-284754.43:26:29.973-28:47:53.384.9102.048.651.2-1.0-1.0------------3.0----6SWIRE3_J032629.81-284754.4CI0120ATLAS3_J032629.92-284753.5C51.624653-28.7981950.0350.082160.40.0320.955.4190.2786.580.3314.9840.8361.01471.72-0.2580.118ARG0003r3wCI0120SWIRE3_J032629.81-284754.4True1.0


21C022ATCDFS_J032630.38-283628.73:26:30.387-28:36:28.71.231.70.221.4818.615.0-19.751.8S020ATCDFS_J032630.38-283628.7C022SWIRE3_J032630.25-283626.33:26:30.387-28:36:28.721.524.722.1-1.0-1.0-1.0------------4.0----28SWIRE3_J032630.25-283626.3CI0172C2ATLAS3_J032630.53-283630.7C51.627223-28.6085310.12030.292636.760.0250.950.9190.0322.4030.08413.6820.2090.9641479.44-0.4080.145ARG0003r55CI0172C1SWIRE3_J032630.64-283658.0True1.0


22C023ATCDFS_J032630.68-283657.43:26:30.682-28:36:57.40.140.211.991.860.00.00.057.6S021ATCDFS_J032630.68-283657.4C023SWIRE3_J032630.64-283658.03:26:30.682-28:36:57.461.9367.9270.8167.0140.5-1.0------------1.0----44SWIRE3_J032630.64-283658.0CI0172C1ATLAS3_J032630.66-283657.3C51.62777-28.6159170.04380.1067100.840.0250.952.5210.0322.750.0353.2450.3211.01480.06-0.4080.145ARG0003r55CI0172C1SWIRE3_J032630.64-283658.0True1.0


28C029ATCDFS_J032636.18-283935.93:26:36.184-28:39:35.90.330.440.651.00.00.00.048.8S027ATCDFS_J032636.18-283935.9C029SWIRE3_J032636.14-283936.13:26:36.184-28:39:35.961.0216.1149.491.4-1.0-1.0------------1.0----3602SWIRE3_J032636.14-283936.1CI0319C1ATLAS3_J032636.19-283935.7C51.650801-28.6599210.11190.272340.650.0230.960.9350.031.2580.0416.3280.4190.9641484.99----ARG0003r8rCI0319C1SWIRE3_J032636.14-283936.1True1.0


29C030ATCDFS_J032636.61-280750.73:26:36.616-28:07:50.70.360.43.6711.4811.66.8-68.247.2S031ATCDFS_J032639.15-280800.6C030,C034,C038SWIRE3_J032639.11-280801.53:26:39.158-28:08:00.6742.31981.01235.9525.6163.3-1.0----------0.21726.0AGNa3633SWIRE3_J032636.90-280750.7CI0072C2ATLAS3_J032636.59-280750.6C51.652467-28.1307250.2110.52154.760.0210.963.250.514.250.675.9722.1591.01484.05-0.6080.089ARG0003r2rCI0072C1------


....................................................................................................................................................................................


746C747ATCDFS_J033525.21-285445.93:35:25.219-28:54:45.90.40.71.01.567.41.3-40.898.0S695ATCDFS_J033525.21-285445.9C747SWIRE3_J033525.21-285446.23:35:25.219-28:54:45.941.619.620.5-1.0-1.0-1.099.099.099.099.099.0--1.0----16564SWIRE3_J033525.21-285446.2CI0342ATLAS3_J033525.23-285446.1C53.855128-28.9128050.1340.32437.220.0430.951.6830.0971.920.1054.041.140.9971457.32----ARG0003r9dCI0342SWIRE3_J033525.21-285446.2True1.0


748C749ATCDFS_J033526.79-284101.63:35:26.797-28:41:01.60.460.980.560.97.93.221.450.9S697ATCDFS_J033526.79-284101.6C749(143731)3:35:26.797-28:41:01.600.94.5-1.0-1.0-1.0-1.099.099.099.099.099.0--2.0----14992SWIRE3_J033530.94-284140.9CI0353ATLAS3_J033526.74-284103.2C53.861433-28.6842320.140.33935.490.020.960.750.0440.8580.0474.0861.1390.9361494.62----ARG0003r9lCI0353SWIRE3_J033526.01-284108.4True1.0


749C750ATCDFS_J033527.50-271950.73:35:27.504-27:19:50.70.10.166.0893.536.02.234.3123.1S698ATCDFS_J033527.50-271950.7C750SWIRE3_J033527.50-271950.83:35:27.504-27:19:50.7093.5176.5165.0138.4167.7643.0------------1.0AGNb15321SWIRE3_J033527.50-271950.8CI0009ATLAS3_J033527.52-271950.9C53.864673-27.3308020.0170.0352596.00.0350.9595.0114.84597.4574.8731.7282.3961.01466.20.50.018ARG0003r1dCI0009SWIRE3_J033527.50-271950.8True1.0


752C753ATCDFS_J033529.42-285156.53:35:29.424-28:51:56.50.631.620.551.7419.15.1-14.081.9S701ATCDFS_J033529.42-285156.5C753SWIRE3_J033529.46-285154.53:35:29.424-28:51:56.541.7716.0521.4194.3146.7-1.020.618.817.516.716.4--3.0----15472SWIRE3_J033529.46-285154.5CI0380C1ATLAS3_J033529.45-285155.2C53.87272-28.8653270.14880.361929.260.0350.951.0240.0441.3890.066.4280.5490.9751469.0----ARG0003ra9CI0380C1SWIRE3_J033529.46-285154.5True1.0


754C755ATCDFS_J033531.02-272702.23:35:31.025-27:27:02.20.110.1216.2426.085.93.550.075.9S703ATCDFS_J033531.02-272702.2C755--3:35:31.025-27:27:02.2026.1----------------------9.0--------CI0031ATLAS3_J033531.05-272702.2C53.879392-27.4506160.0180.038791.20.0270.9522.1281.12924.8661.2443.7871.0941.01479.6-0.7610.044ARG0003r1vCI0031SWIRE3_J033531.45-272658.6True1.0


759C760ATCDFS_J033533.72-273221.63:35:33.728-27:32:21.60.643.450.442.5933.27.0-8.970.8S707ATCDFS_J033533.96-273313.4C759,C760,C761,C764SWIRE3_J033533.90-273310.93:35:33.963-27:33:13.469.4451.6512.5724.7966.62208.2--19.819.518.9----3.0AGNb15178SWIRE3_J033534.12-273224.1CI0177C2ATLAS3_J033533.68-273222.1C53.890338-27.5394790.2990.44831.560.0270.950.8520.0452.10.1113.0310.3310.9521480.4-0.4020.155ARG0003r59CI0177C1SWIRE3_J033533.90-273310.9True1.0


760C761ATCDFS_J033533.96-273313.43:35:33.963-27:33:13.40.270.661.534.215.75.4-10.071.8S707ATCDFS_J033533.96-273313.4C759,C760,C761,C764SWIRE3_J033533.90-273310.93:35:33.963-27:33:13.469.4451.6512.5724.7966.62208.2--19.819.518.9----3.0AGNb12925SWIRE3_J033533.90-273310.9CI0177C1ATLAS3_J033533.98-273312.7C53.891569-27.5535150.06270.152692.70.0270.952.5030.0453.4190.0626.5130.2271.01479.64-0.4020.155ARG0003r59CI0177C1SWIRE3_J033533.90-273310.9True1.0


763C764ATCDFS_J033534.57-273335.13:35:34.576-27:33:35.11.053.050.321.1218.76.5-12.569.8S707ATCDFS_J033533.96-273313.4C759,C760,C761,C764SWIRE3_J033533.90-273310.93:35:33.963-27:33:13.469.4451.6512.5724.7966.62208.2--19.819.518.9----3.0AGNb12925SWIRE3_J033533.90-273310.9CI0177C3ATLAS3_J033534.62-273334.0C53.894238-27.5594420.3180.77318.30.0270.950.4940.0452.450.2321.4240.3540.8771479.0-0.4020.155ARG0003r59CI0177C1SWIRE3_J033533.90-273310.9True1.0


777C778ATCDFS_J033546.38-283805.23:35:46.383-28:38:05.20.330.560.981.555.53.954.266.9S720ATCDFS_J033546.38-283805.2C778(146056)3:35:46.383-28:38:05.271.612.019.837.857.9-1.0------------1.0----16090SWIRE3_J033546.39-283805.0CI0267ATLAS3_J033546.43-283805.2C53.94346-28.6347660.0950.22952.870.0260.941.4790.081.570.0832.6711.6410.9961479.82----ARG0003r7gCI0267SWIRE3_J033546.39-283805.0True1.0


780C781ATCDFS_J033553.33-272740.43:35:53.336-27:27:40.40.10.173.88126.96.03.671.9149.7S723ATCDFS_J033553.33-272740.4C781SWIRE3_J033553.33-272740.43:35:53.336-27:27:40.45126.9601.9503.9286.61015.33090.0------------1.0AGNb16562SWIRE3_J033553.33-272740.4CI0008ATLAS3_J033553.35-272740.7C53.972284-27.4612990.0170.0352789.00.0390.93116.6185.947119.545.9771.7042.4291.01461.5-0.5330.019ARG0003r1cCI0008SWIRE3_J033553.33-272740.4True1.0



















In [18]:



    


numpy.random.seed(0)
indices = numpy.random.choice(list(range(len(resolved_rgz_norris))), replace=False, size=20)



    











In [20]:



    


resolved_rgz_norris[indices]



    


















    
Out[20]:






<Table masked=True length=20>



KeyComponent # (Norris)Component Name (Norris)Component Radio RA (Norris)Component Radio dec (Norris)Component err(RA) (Norris)Component err(dec) (Norris)Component Peak Flux (Norris)Component Int flux (Norris)Component Bmaj (Norris)Component Bmin (Norris)Component Bpa (Norris)Component rms (Norris)Source # (Norris)Source Name (Norris)Source Component (Norris)Source SWIRE (Norris)Source Radio RA (Norris)Source Radio dec (Norris)Source 20cm (Norris)Source 3.6µm (Norris)Source 4.5µm (Norris)Source 5.8µm (Norris)Source 8.0µm (Norris)Source 24µm (Norris)Source U (Norris)Source G (Norris)Source R (Norris)Source I (Norris)Source Z (Norris)Source z(sp) (Norris)Source ID (Norris)Source Class (Norris)Source Basis (Norris)Source # (Fan)Source SWIRE Name (Fan)Component ID (Franzen)Component Name (Franzen)Component RA (Franzen)Component DEC (Franzen)Component RA_ERR (Franzen)Component DEC_ERR (Franzen)Component SNR (Franzen)Component RMS (Franzen)Component BWS (Franzen)Component Sp (Franzen)Component Sp_ERR (Franzen)Component S (Franzen)Component S_ERR (Franzen)Component DECONV (Franzen)Component DECONV_ERR (Franzen)Component V (Franzen)Component OBS_FREQ (Franzen)Component SINDEX (Franzen)Component INDEX_ERR (Franzen)Component Zooniverse ID (RGZ)Primary Component ID (RGZ)Source SWIRE Name (RGZ)Gaussian Click Fit Success (RGZ)Click Agreement (RGZ)


int32str4str26str11str11float64float64float64float64float64float64float64float64str4str26str19str26str11str12float64float64str8str8str8float64float64float64float64float64float64float64float64str4str3int32str26str8str27float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64str10str8str26str5float64


730C731ATCDFS_J033517.78-285407.73:35:17.787-28:54:07.70.170.332.042.515.01.3-27.581.3S680ATCDFS_J033517.78-285407.7C731SWIRE3_J033517.75-285407.13:35:17.787-28:54:07.722.512.115.5-1.0-1.0-1.099.099.099.099.099.0--1.0----14370SWIRE3_J033517.75-285407.1CI0206ATLAS3_J033517.79-285407.8C53.824109-28.9021680.0650.15778.470.0350.962.8910.1523.0990.1592.8881.4741.01466.090.6540.17ARG0003r5zCI0206SWIRE3_J033517.75-285407.1True1.0


123C124ATCDFS_J032759.89-275554.73:27:59.894-27:55:54.70.10.125.727.174.62.6-2.841.9S114ATCDFS_J032759.89-275554.7C124--3:27:59.894-27:55:54.737.2----------------------9.0--------CI0045ATLAS3_J032759.88-275554.6C51.999519-27.9318220.020.042490.10.0140.976.8610.356.9020.3450.8324.9741.01486.97-1.0360.058ARG0003r28CI0045SWIRE3_J032759.83-275610.0True1.0


279C280ATCDFS_J033030.44-281606.13:30:30.446-28:16:06.10.150.281.21.616.02.7-8.933.9S261ATCDFS_J033030.44-281606.1C280SWIRE3_J033030.43-281605.33:30:30.446-28:16:06.161.6174.075.779.255.5280.099.023.722.321.220.60.67791.0AGNb7158SWIRE3_J033030.43-281605.3CI0154ATLAS3_J033030.44-281606.9C52.626815-28.2685790.0440.104122.10.0140.961.7540.0911.9040.0963.1491.3320.9981469.31-1.0390.135ARG0003r4pCI0154SWIRE3_J033033.92-281604.6True0.722222222222


572C573ATCDFS_J033323.80-281323.33:33:23.808-28:13:23.30.890.520.210.80.00.00.027.7S532ATCDFS_J033325.04-281320.9C573,C574SWIRE3_J033325.15-281319.43:33:25.041-28:13:20.971.743.529.6-1.0-1.0304.299.023.822.921.521.1--3.0AGNb11479SWIRE3_J033325.15-281319.4CI0411C2ATLAS3_J033323.92-281322.1C53.349676-28.2228170.14840.36120.290.0170.950.3450.0150.940.0414.1390.2490.8221471.5----ARG0003rb1CI0411C1SWIRE3_J033325.15-281319.4True0.533333333333


516C517ATCDFS_J033250.17-281807.73:32:50.171-28:18:07.70.220.50.430.576.42.6-4.027.3S478ATCDFS_J033250.17-281807.7C517(161794)3:32:50.171-28:18:07.780.69.15.4-1.0-1.0-1.099.099.024.021.820.9--2.0----12680SWIRE3_J033249.65-281815.6CI0273C1ATLAS3_J033250.19-281807.6C53.209128-28.30210.12790.249550.140.0140.960.7020.0210.8210.0244.4330.5470.9271473.35----ARG0003r7mCI0273C1SWIRE3_J033249.65-281815.6True1.0


227C228ATCDFS_J032945.55-273217.93:29:45.554-27:32:17.90.10.127.4511.15.13.3-52.135.9S210ATCDFS_J032945.55-273217.9C228SWIRE3_J032945.52-273217.53:29:45.554-27:32:17.9711.1128.867.360.4-1.0-1.099.0----------1.0----3126SWIRE3_J032945.52-273217.5CI0044ATLAS3_J032945.54-273217.9C52.439766-27.5382990.0190.041530.70.0180.959.8960.50511.0590.5533.6911.1221.01457.18-0.5780.06ARG0003r27CI0044SWIRE3_J032945.52-273217.5True1.0


305C306ATCDFS_J033051.40-273013.93:30:51.409-27:30:13.90.10.1133.5243.794.31.7-52.351.9S286ATCDFS_J033051.40-273013.9C306SWIRE3_J033051.41-273013.73:30:51.409-27:30:13.9843.893.670.662.1-1.0181.7------------1.0AGNb5897SWIRE3_J033051.41-273013.7CI0016ATLAS3_J033051.41-273014.0C52.71421-27.5038930.0170.0351625.00.0260.9146.9512.39447.462.3731.1213.6921.01401.440.0220.04ARG0003r1jCI0016SWIRE3_J033051.36-273017.2True1.0


472C473ATCDFS_J033228.70-274402.53:32:28.703-27:44:02.50.250.460.942.8215.56.017.918.8S440ATCDFS_J033228.79-274356.1C473,C476SWIRE3_J033228.79-274356.13:32:28.79-27:43:56.13.8274.3211.363.2-1.0-1.0----------0.2135-1.0AGNa8070SWIRE3_J033230.00-274405.3CI0188C4ATLAS3_J033228.61-274405.4C53.11922-27.7348210.0770.187346.890.0190.940.8910.0241.7320.04810.460.2140.9581417.71----ARG0003r5kCI0188C1SWIRE3_J033228.79-274356.1True1.0


19C020ATCDFS_J032629.97-284753.33:26:29.973-28:47:53.30.190.253.764.940.00.00.060.5S019ATCDFS_J032629.97-284753.3C020SWIRE3_J032629.81-284754.43:26:29.973-28:47:53.384.9102.048.651.2-1.0-1.0------------3.0----6SWIRE3_J032629.81-284754.4CI0120ATLAS3_J032629.92-284753.5C51.624653-28.7981950.0350.082160.40.0320.955.4190.2786.580.3314.9840.8361.01471.72-0.2580.118ARG0003r3wCI0120SWIRE3_J032629.81-284754.4True1.0


259C260ATCDFS_J033010.21-282653.03:30:10.215-28:26:53.00.280.50.581.2810.45.0-27.138.4S241ATCDFS_J033010.21-282653.0C260--3:30:10.215-28:26:53.011.3----------------------9.0----8482SWIRE3_J033010.56-282656.1CI0264ATLAS3_J033010.19-282652.1C52.542454-28.4478060.0940.22753.390.0160.960.8740.0471.0150.0534.3241.0050.9561474.82----ARG0003r7dCI0264SWIRE3_J033010.56-282656.1True1.0


168C169ATCDFS_J032849.78-283515.63:28:49.781-28:35:15.60.340.631.372.648.25.2-14.7113.3S154ATCDFS_J032848.75-283523.6C168,C169SWIRE3_J032848.75-283523.63:28:48.75-28:35:23.684.235.230.7-1.052.4427.599.099.024.022.5-----1.0AGNab1868SWIRE3_J032848.75-283523.6CI0217C2ATLAS3_J032849.76-283515.4C52.207351-28.5876020.05190.126276.610.0230.961.7620.0261.8980.0292.9910.4120.9981476.93-1.0150.183ARG0003r68CI0217C1SWIRE3_J032848.76-283519.1True1.0


495C496ATCDFS_J033239.91-283600.23:32:39.912-28:36:00.20.790.590.30.9914.71.878.028.0S455ATCDFS_J033238.81-283613.6C490,C492,C496SWIRE3_J033238.83-283615.43:32:38.811-28:36:13.653.628.728.5-1.0-1.0-1.099.099.099.022.7----6.0AGNa10218SWIRE3_J033238.83-283615.4CI0190C2ATLAS3_J033240.08-283600.4C53.167016-28.6001020.11330.275724.620.0160.960.3940.0130.6680.0228.9790.3010.8451486.41-0.760.157ARG0003r5mCI0190C1SWIRE3_J033238.83-283615.4True0.666666666667


551C552ATCDFS_J033314.85-281934.33:33:14.857-28:19:34.30.260.293.189.3812.94.5-56.928.1S512ATCDFS_J033314.85-281934.3C552SWIRE3_J033314.79-281933.93:33:14.857-28:19:34.349.4145.1104.862.142.5-1.099.099.023.521.920.8--1.0----11366SWIRE3_J033314.79-281933.9CI0060C2ATLAS3_J033314.88-281933.9C53.311984-28.3260880.0390.0856349.670.0150.965.2450.0936.560.125.3910.2741.01480.26-0.3070.074ARG0003r2kCI0060C1SWIRE3_J033313.12-281936.4True1.0


401C402ATCDFS_J033149.86-280809.43:31:49.869-28:08:09.40.110.142.212.473.00.644.722.9S373ATCDFS_J033149.86-280809.4C402SWIRE3_J033149.86-280809.53:31:49.869-28:08:09.442.5380.2296.8119.5157.3123.921.119.518.217.517.20.21891.0AGNb9440SWIRE3_J033149.86-280809.5CI0119ATLAS3_J033149.89-280809.3C52.957869-28.1359040.0350.081162.80.0170.932.9430.1513.1260.1572.6851.551.01433.67-0.1460.131ARG0003r3vCI0119SWIRE3_J033149.86-280809.5True1.0


226C227ATCDFS_J032941.22-280811.53:29:41.227-28:08:11.50.10.117.4922.984.43.2-9.442.5S209ATCDFS_J032941.22-280811.5C227SWIRE3_J032941.22-280811.63:29:41.227-28:08:11.5423.0173.998.394.742.1-1.099.022.921.219.9--0.53681.0----1953SWIRE3_J032941.22-280811.6CI0018ATLAS3_J032941.23-280811.3C52.421775-28.1364850.0170.0351469.00.0150.9622.5491.1522.9341.1471.4072.9431.01483.1-0.4330.027ARG0003r1kCI0018SWIRE3_J032941.22-280811.6True1.0


743C744ATCDFS_J033523.06-280001.33:35:23.069-28:00:01.30.180.341.942.765.33.70.947.9S692ATCDFS_J033523.06-280001.3C744SWIRE3_J033522.85-275959.13:35:23.069-28:00:01.332.841.433.5-1.0-1.0-1.0--23.723.022.2----4.0----14514SWIRE3_J033522.85-275959.1CI0166C1ATLAS3_J033523.09-280001.3C53.846218-28.000370.04140.1007109.180.0220.962.4020.0292.580.0312.9310.3371.01492.1-0.7330.144ARG0003r50CI0166C1SWIRE3_J033523.53-280003.1True1.0


461C462ATCDFS_J033219.75-275401.43:32:19.754-27:54:01.40.891.072.373.140.00.00.017.5S425ATCDFS_J033219.17-275407.0C456, C458, C462SWIRE3_J033219.25-275406.23:32:19.177-27:54:07.048.8260.8183.287.469.0-1.099.024.423.021.6----6.0AGNa6262SWIRE3_J033219.25-275406.2CI0109C2ATLAS3_J033219.78-275401.7C53.082402-27.9004680.05390.0638165.760.0170.942.8180.0833.3480.0994.6690.5181.01418.16-1.060.168ARG0003r3lCI0109C1SWIRE3_J033219.25-275406.2True1.0


45C046ATCDFS_J032648.57-274938.43:26:48.571-27:49:38.40.110.153.325.05.54.1-13.246.8S042ATCDFS_J032648.57-274938.4C046SWIRE3_J032648.47-274938.03:26:48.571-27:49:38.475.015.610.9-1.0-1.0-1.0------------2.0----4216SWIRE3_J032648.47-274938.0CI0092ATLAS3_J032648.56-274937.7C51.702323-27.8271350.0270.063227.80.020.954.8630.2495.1050.2562.4021.731.01464.54-0.7110.099ARG0003r38CI0092SWIRE3_J032648.47-274938.0True1.0


521C522ATCDFS_J033256.62-283043.93:32:56.624-28:30:43.90.30.640.290.426.33.5-4.725.9S483ATCDFS_J033256.62-283043.9C522SWIRE3_J033256.63-283045.33:32:56.624-28:30:43.940.483.660.853.8-1.0-1.099.025.223.521.920.9--2.0----10615SWIRE3_J033256.63-283045.3CI0394ATLAS3_J033256.65-283044.2C53.236053-28.5122890.1640.430.170.0140.960.4310.0260.4960.0284.1811.1450.8581484.06----ARG0003ralCI0394SWIRE3_J033256.63-283045.3True1.0


327C328ATCDFS_J033106.60-274516.33:31:06.607-27:45:16.31.250.731.051.990.00.00.021.2S307ATCDFS_J033106.60-274516.3C328,C329SWIRE3_J033106.52-274514.73:31:06.607-27:45:16.382.056.740.1-1.0-1.0-1.0------------2.0----6810SWIRE3_J033106.52-274514.7CI0199C1ATLAS3_J033106.57-274516.4C52.777386-27.7545690.04480.108981.110.0190.911.5410.021.9610.0255.6210.1880.9961424.66----ARG0003r5tCI0199C1SWIRE3_J033106.82-274517.0True1.0



















In [22]:



    


zids = [row['Component Zooniverse ID (RGZ)'] for row in resolved_rgz_norris[indices]]
assert len(set(zids)) == 20



    











In [23]:



    


with open('atlas_gold_standard.txt', 'w') as f:
    for zid in zids:
        f.write('{}\n'.format(zid))



    











In [ ]:

Content source: chengsoonong/crowdastro

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