ApJdataFrames Rebull 2016 a & b and Stauffer 2016

Titles:
a.: Rotation in the Pleiades with K2: I. Data and First Results
b.: ROTATION IN THE PLEIADES WITH K2. II. MULTIPERIOD STARS
c.: ROTATION IN THE PLEIADES WITH K2. III. SPECULATIONS ON ORIGINS AND EVOLUTION

Authors: L. M. Rebull, J. R. Stauffer, J. Bouvier, A. M. Cody, L. A. Hillenbrand, et al.

Data are from multiple papers, including:
http://iopscience.iop.org/article/10.3847/0004-6256/152/5/114/meta


In [1]:
%matplotlib inline
import matplotlib.pyplot as plt
import seaborn as sns
import pandas as pd
pd.options.display.max_columns = 150

%config InlineBackend.figure_format = 'retina'

import astropy
from astropy.table import Table
from astropy.io import ascii
import numpy as np

Rebull et al. 2016a, Table 2:

Periods, Supporting Data, and Light Curve Categories for Periodic Pleiades


In [2]:
#! wget http://iopscience.iop.org/1538-3881/152/5/113/suppdata/ajaa2e04t2_mrt.txt
#! mv ajaa2e04t2_mrt.txt ../data/Rebull2016/

In [3]:
a_tab2 = ascii.read('../data/Rebull2016/ajaa2e04t2_mrt.txt')

In [4]:
a_tab2.show_in_notebook(display_length=5)


Out[4]:
<Table masked=True length=759>
idxEPICNameRAdegDEdegOtherVmagKsmag(V-K)0Per1Per2Per3Per4AmplLCmembPervsini
degdegmagmagmagddddmagdkm / s
0210991540033149.84+225024.852.9576822.84023UGCSJ033149.85+225024.4--12.755.10.5749------0.059LC2best0.57--
1211016313033207.85+231357.553.0327423.23265DH017--12.255.050.3193------0.056LC1best----
2211029135033237.80+232559.353.1575323.43315UGCSJ033237.82+232559.0--13.065.760.286------0.032LC4best----
3211037397033242.30+233400.453.1762523.56679DH022--12.545.580.4990.3167----0.023LC1best----
4210946764033305.82+220803.253.2742722.13423PELS00411.369.431.825.766------0.011LC4best----
5211002011033313.90+230023.253.3079323.00647PELS12311.989.672.27.64956.9112----0.028LC3best7.07--
6210997742033349.79+225620.053.4574822.93891DH031--13.295.210.3744------0.037LC2ok----
7210989751033419.35+224842.453.5806322.8118DH034--13.936.390.713------0.033LC1best----
8210943453033454.93+220446.653.728922.07963DH04016.1711.574.490.8275------0.021LC2best0.83--
9211051561033516.25+234758.153.8177523.7995DH044--13.195.810.4725------0.038LC1best----
10210990525033531.68+224925.053.8820322.82362PELS1249.868.541.212.79531.42053.3298--0.005LC1best--20.5
11210966931033544.25+222710.053.9343922.45278DH047--12.024.81.8867------0.017LC1ok----
12210964488033546.39+222450.053.9433122.41391UGCSJ033546.40+222449.6--13.275.70.4939------0.026LC1best----
13210817078033548.22+200743.353.9509320.12871----11.965.150.6623------0.054LC1ok----
14211051975033611.05+234823.454.0460823.80651DH053--13.085.690.549------0.063LC1best----
15210977505033624.31+223725.654.1013322.62379DH05614.1410.563.4711.1805------0.015LC4best11.28--
16211065162033630.30+240043.954.1262624.01222PELS18912.269.92.257.551------0.035LC3best7.41--
17211010818033638.39+230844.454.1599623.14569DH060--13.275.840.304------0.036LC1best----
18210940129033644.10+220139.154.1837822.02753DH063--12.926.070.7270.7903----0.015LC1best----
19211013159033716.51+231104.554.3188223.1846HHJ179--12.555.30.4487------0.03LC1best----
20210960579033724.04+222103.554.350222.35098PELS0039.227.91.213.3876------0.011LC1best----
21211013046033737.07+231058.154.4044823.18281UGCSJ033737.08+231057.8--12.815.330.358------0.063LC1best----
22210956678033741.34+221719.454.4222622.28872UGCSJ033741.35+221718.9--13.075.850.5602------0.029LC1best----
23211025925033756.40+232256.954.4850423.38248HHJ268--12.074.980.8969------0.013LC1best----
24210969800033822.58+222958.854.5940922.49969PELS01510.068.71.252.11162.2119----0.019LC2best2.324.4
25211008438033823.37+230629.154.5974123.10811HHJ41815.2511.044.13.7479------0.032LC2best3.77--
26210803812033910.20+195531.054.7925119.92528UGCSJ033910.21+195530.5--12.215.271.7999------0.013LC1best----
27211081065033932.31+241601.354.8846424.26705BPL2--12.25.240.72------0.034LC1best0.72--
28211058468033942.71+235427.954.9279623.90776HCG2217.912.415.380.7734------0.039LC1best----
29210946466033944.17+220745.854.9340822.12941DH111--11.894.711.081------0.042LC1best----
30210979439033944.78+223915.554.936622.65432HHJ141--12.735.50.6961------0.016LC1best----
31211063235033946.33+235853.154.9430623.98144HHJ32416.8511.834.911.1377------0.058LC1best1.14--
32211054634033947.97+235056.954.949923.84916HHJ29117.2311.835.290.38470.447----0.029LC1best--40.0
33211049486033950.66+234552.654.9611223.76463BPL7--13.55.970.5572------0.035LC3best----
34211077682033955.19+241254.354.9824.21509BPL8--13.455.90.3291------0.026LC1best----
35210978953034007.00+223847.655.0291722.64658HHJ11419.213.056.040.482------0.032LC1best0.48--
36211077833034007.09+241303.655.0295824.21767DH126--13.545.840.4198------0.023LC1best----
37211088075034015.91+242231.655.0663224.37546BPL11--13.816.241.2224------0.052LC1best----
38211058381034018.84+235423.655.078523.90657UGCSJ034018.84+235423.3--12.775.250.6702------0.029LC1best----
39211070495034025.60+240600.255.106724.10008HHJ13518.4512.835.510.606------0.053LC1best----
40211069863034026.39+240523.855.1099724.08995SK778--11.694.90.7654------0.042LC1best----
41211079106034026.95+241414.455.112324.23736HHJ16917.9912.525.360.8235------0.11LC2best----
42211095259034030.72+242914.255.1280224.4873PELS01911.729.562.056.8132------0.022LC3best6.72--
43211036360034031.48+233302.455.1311923.55067SK77315.2311.064.062.337------0.018LC2best2.35--
44211044536034034.36+234057.355.1431823.68261PELS01210.99.151.644.54874.1646----0.018LC3best4.46--
45210872505034035.32+205756.955.1471720.96581DH14615.9811.34.570.534------0.077LC1best0.53--
46211029757034039.44+232635.155.1643623.44309DH147--14.046.490.3274------0.045LC1best----
47210888723034049.38+211255.655.2057721.21546DH152--12.495.553.7501------0.057LC1best----
48211028209034050.42+232506.455.2101223.41846AK1B03810.89.121.574.395------0.039LC3best4.34--
49210854098034051.06+204117.655.2127620.68823DH155--13.716.080.3451------0.045LC1best----
50211039307034051.26+233554.355.2135923.59843DH15612.7910.082.68.3247------0.085LC3best8.14--
51211078393034100.38+241335.255.2516124.22646BPL17--12.945.560.5214------0.034LC1best----
52211046948034102.97+234321.655.262423.72269HCG45--12.05.01.4556------0.069LC2best----
53211053922034105.21+235015.355.2717323.83759BPL19--13.765.910.3446------0.036LC1best----
54210865020034113.48+205117.255.3061920.8548UGCSJ034113.49+205117.2--11.244.2113.0526------0.016LC2best----
55211026087034113.79+232305.855.3074923.38495DH16614.0510.633.3110.0234------0.025LC4ok9.87--
56211055424034119.34+235142.155.3305923.86172HCG48--12.785.620.4252------0.023LC3best----
57211089510034122.43+242351.855.3434724.39775DH169--13.355.880.3226------0.026LC1best----
58211059880034122.87+235548.255.3453323.93007HCG49--12.345.210.7308------0.093LC1best----
59210940436034123.45+220154.255.3477222.03174UGCSJ034123.46+220153.9--12.546.010.7453------0.053LC1best----
60211018106034125.95+231536.155.3581523.26003UGCSJ034125.96+231535.8--12.825.490.5384------0.038LC1best----
61211010041034126.34+230802.955.3597923.13415DH174--12.625.560.8393------0.029LC1best0.84--
62211065494034126.88+240102.455.3620124.01736SK72917.0111.475.430.35910.3709----0.025LC1best----
63211046102034127.81+234230.055.3659123.70835AK1B05511.189.311.765.46786.1205----0.035LC3best5.45--
64211067927034131.19+240325.055.3799924.05695HHJ90--13.075.550.3868------0.027LC1best----
65211041753034134.79+233815.755.3949623.63772DH180--13.215.550.5168------0.015LC1best----
66211088777034138.80+242309.355.4116824.38594BPL25--13.465.771.59720.246----0.028LC1best----
67211049396034139.57+234547.055.414923.76308SK72414.5810.873.611.0063------0.028LC4best11.07--
68211002985034146.64+230119.855.4443623.02219UGCSJ034146.65+230119.6--13.165.650.2943------0.028LC1best----
69211005163034148.95+230323.455.4539723.05651HHJ5819.3713.156.110.23910.553----0.016LC1best----
70211084813034151.49+241927.455.4645524.3243BPL27--14.276.760.6486------0.078LC1best----
71211071863034152.93+240725.055.4705524.12362DH191--13.225.440.515------0.021LC1best----
72211030680034153.66+232728.655.4735923.45797DH19314.010.253.647.1503------0.05LC3ok7.23--
73211063081034156.71+235843.355.4863223.97871BPL30--13.235.780.4007------0.028LC1best----
74210998478034158.64+225701.955.4943622.95055HCG66--11.94.86.842------0.018LC4best----
75211046046034158.67+234226.355.4944823.70731SK70914.7310.843.787.7833------0.025LC2best7.93--
76211074799034200.36+241012.855.5015324.17025BPL32--14.076.360.2821------0.044LC1best----
77211077349034202.86+241236.255.5119324.21007HCG6316.411.614.680.6995------0.046LC1best0.7--
78211059979034202.92+235553.955.5121923.93164HCG6416.3211.135.080.88891.0991----0.028LC1best----
79211098454034203.29+243213.455.5137424.53706SK70116.411.634.662.2576------0.031LC1best2.26--
80211038660034208.83+233517.055.5368223.58807SK69915.811.314.383.0135------0.041LC1best3.04--
81211069615034210.91+240508.555.5454924.08572HCG6815.9511.154.690.4774------0.03LC1best0.4840.0
82211084148034213.47+241849.855.5561724.31384BPL36--13.595.940.7131------0.048LC1best----
83210832378034213.88+202144.055.5578620.36223DH216--12.795.460.4656------0.043LC1best----
84211013627034215.36+231131.155.5640323.19199HHJ109--13.05.591.0188------0.013LC1best----
85211071431034217.88+240657.855.5745424.11606HHJ129--12.935.550.6026------0.026LC1best----
86211106429034221.53+243952.755.5897424.66465HCG7114.4810.723.652.9794------0.107LC1best2.9910.0
87210905362034223.99+212824.555.5999821.47349PELS0359.848.531.22.37872.5058----0.011LC3best2.3--
88211055359034226.26+235138.755.6094523.86077HHJ4919.4913.395.990.4958------0.037LC1best----
89210994935034226.28+225340.755.6095322.89466HCG7514.4510.723.624.2264------0.022LC1best4.228.0
90211078992034226.28+241407.855.6095124.23551HCG73--12.345.210.9519------0.075LC1best----
91210974364034227.30+223424.855.6137622.57357HCG76--11.865.191.97931.5247----0.022LC1best----
92210988354034229.41+224726.155.6225722.7906HCG7715.1610.924.130.325------0.039LC2best0.3250.0
93210862226034229.70+204840.055.6237520.81113DH229--12.435.281.2913------0.011LC1best----
94211075627034233.96+241100.855.641524.18356DH231--13.425.910.5641------0.052LC1best----
95211025007034236.26+232204.855.6511123.36801HCG7917.612.325.171.551------0.089LC2best1.55--
96211063744034240.22+235921.755.6676123.98937HCG8015.7511.144.50.2587------0.033LC1best0.2669.0
97211066186034241.17+240142.955.6715524.02859HCG82--13.095.630.5634------0.042LC1best----
98211064722034241.84+240015.755.6743724.00438BPL42--12.715.190.6713------0.016LC3best0.67--
99211076650034241.89+241158.355.6745624.19953SK67114.510.533.864.8225------0.061LC3best4.78--
100211023167034242.39+232021.755.6766623.33937HCG86--11.395.30.269------0.023LC1ok----
101211008237034244.36+230616.355.6848623.10454HHJ119--12.955.70.4288------0.012LC1best----
102211062604034244.45+235815.455.6852423.97097BPL43--13.225.770.4436------0.041LC1best----
103211053031034245.64+234922.855.6901923.82302HHJ5219.513.45.990.3519------0.019LC1best----
104211038211034248.90+233448.655.7037723.58018HHJ153--12.775.40.6804------0.043LC1best----
105211074858034249.09+241015.655.7045724.17101SK66316.9511.745.11.4585------0.031LC1ok----
106211010807034251.67+230844.055.7153123.14558UGCSJ034251.68+230843.6--12.56.020.40380.6769----0.023LC1best----
107211095624034255.10+242935.055.7296224.49306HII25--8.261.11.4072------0.001LC1best--44.2
108211069418034256.53+240457.955.7355724.08277HCG9316.2411.234.90.8174------0.021LC1best0.82--
109211078565034256.55+241345.655.7356624.22936HCG92--12.975.630.3657------0.023LC1best----
110210822528034258.58+201245.255.7441220.21256DH247--12.955.820.9149------0.027LC1best----
111210995339034259.21+225403.355.7467422.90092PELS03012.19.712.286.6996------0.055LC3best7.07--
112210965155034259.75+222527.355.7489622.42427DH24913.9810.593.286.536------0.012LC4ok----
113211079830034301.25+241452.455.7552424.24791BPL50--13.315.90.3437------0.035LC1best----
114211106743034302.93+244011.055.7622324.66973HII3411.969.732.126.68747.6716----0.041LC2best6.656.6
115210989020034304.19+224803.555.7674622.80098HCG10115.1610.784.270.3103------0.076LC1best0.3155.0
116210876759034305.71+210149.455.7738321.03042UGCSJ034305.73+210149.1--13.075.580.4336------0.022LC1best----
117210957162034306.49+221749.455.7770522.29707HHJ1819.9913.796.090.1748------0.03LC1best--60.0
118211108136034309.74+244132.955.790624.69249HCG10016.3711.424.842.0256------0.04LC1best2.0311.0
119211071351034311.63+240652.655.798524.11462HHJ71--13.166.00.4164------0.043LC2best----
120211111400034312.11+244445.355.8004924.74593HCG10217.0911.695.290.70680.5755----0.04LC1best----
121211105839034313.06+243919.455.8044424.6554HCG10315.9911.294.590.2562------0.013LC1best0.26120.0
122211053678034316.59+235001.655.8191623.83378HHJ20618.4812.45.970.7703------0.139LC1best0.77--
123210988056034319.00+224710.655.8291822.78629HCG110--12.765.540.3057------0.056LC1best----
124210966700034319.02+222657.155.8292622.44922PELS03111.499.032.355.02382.8747----0.031LC1best2.92--
125211092430034320.57+242635.055.8357124.44307HCG106--13.155.820.3642------0.048LC1best----
126211015853034324.53+231333.355.8522323.22593HII10210.528.651.762.75730.7779----0.015LC1best2.7718.3
127211055772034324.97+235201.555.8540823.86709BPL58--14.457.160.2668------0.037LC1best----
128210995008034325.14+225344.555.8547922.89572HHJ134--12.915.481.2523------0.029LC1best----
129210983198034326.43+224242.755.8601422.71187HCG114--12.275.010.777------0.052LC1best----
130211093040034326.96+242709.755.8623724.45272SK638--11.425.012.16230.4041----0.044LC1best----
131210977779034327.43+223741.355.864322.62816HHJ70--13.255.590.5047------0.03LC1best----
132211105906034329.88+243923.655.8745324.65656HHJ50--13.435.750.7217------0.024LC1best----
133211043986034331.95+234026.655.8831423.67407HII12010.849.131.63.99064.3197----0.039LC3best3.999.4
134211049322034334.40+234542.855.8933723.76191HII12911.479.332.035.44426.0929----0.029LC3best5.345.3
135211014750034336.56+231234.355.9023423.20954HCG12218.0412.375.560.314------0.063LC1best0.31--
136211030439034336.59+232714.155.9024923.45393HII14614.5210.733.683.0502------0.051LC2best3.0510.0
137211078780034336.62+241356.255.902624.2323HII13414.3710.134.130.3490.3613----0.076LC1best0.3670.0
138211089274034336.92+242338.155.9038424.39394HII13314.2610.643.511.36961.3353----0.022LC1best1.3617.5
139211042045034337.09+233832.155.9045823.64227SK630--11.875.510.3660.3137----0.036LC3best----
140211047687034339.03+234405.355.9126523.73483HCG12418.0512.275.670.30490.2016----0.02LC1best0.31--
141211045147034339.71+234132.655.9154823.6924HHJ40--13.575.960.294------0.032LC1best----
142211100748034342.13+243423.355.9255524.57316HCG12315.4310.954.371.9343------0.036LC1ok0.9713.0
143211099232034343.14+243256.255.9297624.54895DH283--13.115.640.5793------0.021LC1best----
144211077607034343.51+241250.255.9313324.21397DH284--13.555.880.3123------0.017LC1best----
145211095292034343.70+242915.755.9321124.48771HHJ37416.2211.54.614.005------0.029LC1best3.987.0
146211005117034344.96+230321.255.9373523.0559SK61816.7911.734.952.3235------0.022LC1best2.32--
147211014883034347.47+231242.455.9478323.2118HII18610.528.561.855.08723.0125----0.019LC3best5.0911.1
148211035702034348.60+233221.755.9525123.53937HII18913.9610.563.299.4558------0.025LC3best9.874.7
149211079794034350.70+241450.855.9612724.24746HII19311.39.341.855.3638------0.041LC3best5.396.5
150211079141034351.75+241416.155.9656324.23781HCG128--12.385.590.6467------0.083LC1best0.65--
151211117077034352.14+245029.755.9672624.84159HII19114.510.653.743.0034------0.066LC2best3.029.1
152211091381034355.68+242535.055.9820324.42639HII21214.310.653.544.4858------0.063LC1best4.5310.0
153211061316034356.99+235705.955.9874823.95166HCG13517.9312.35.520.8159------0.048LC1best0.82--
154211078145034357.27+241320.455.9886424.22236HCG133--12.375.350.7717------0.024LC1best----
155211056809034358.79+235257.855.99523.88273HII2339.668.291.262.3969------0.001LC1best--14.1
156211035968034400.59+233238.256.0024723.54396HII24811.029.171.744.024.3542----0.023LC3best4.0912.1
157211055493034401.67+235146.156.0069723.86282JRS2617.2211.995.120.7814------0.023LC1ok0.78--
158211096368034403.53+243015.156.0147424.5042HII25310.718.971.631.4758------0.055LC2best1.4838.2
159211081593034404.83+241631.856.0201624.2755HII26311.639.442.084.67625.1133----0.046LC3best4.767.8
160211006594034408.80+230447.656.0366723.0799HCG14115.4311.114.210.5739------0.027LC1best0.5744.0
161211010854034409.30+230847.056.0387923.1464HHJ186--12.495.520.5153------0.022LC1best----
162211101750034409.59+243522.456.0399924.58956SK586--12.064.993.8818------0.022LC1best----
163211081122034409.90+241604.056.0412924.2678HCG14016.3611.534.721.2348------0.019LC1best1.24--
164211115321034410.94+244846.056.0456124.81278UGCSJ034410.95+244845.7--13.035.450.4745------0.036LC1best----
165211025716034411.20+232245.556.0466923.37933HII29611.459.371.972.5292------0.048LC2best2.6114.7
166210762863034411.90+191819.456.0496119.30539DH31815.111.053.947.4885------0.033LC3best7.41--
167211056415034412.12+235237.556.0505423.87709HHJ21717.912.575.220.6063------0.014LC1best0.61--
168211066337034413.06+240150.956.0544624.03083HII298/HII29910.888.732.046.15892.9323----0.019LC3best----
169211113345034413.91+244645.756.0579824.77938HII29310.799.091.594.0255------0.014LC3best3.935.7
170211070599034414.66+240606.556.0611124.10181HII30310.488.312.062.05411.97613.21280.61370.028LC1best3.1817.4
171211092630034417.74+242646.956.0739424.44637HCG14516.5911.694.790.2749------0.066LC1best0.28--
172211101696034419.06+243518.456.0794224.58845HCG14617.8112.445.260.6814------0.052LC1best0.68--
173211057696034419.68+235345.956.0820123.8961PPL5--13.36.970.31030.2452----0.142LC2best----
174211114317034420.08+244746.156.0836824.79615HII31410.68.951.541.47291.5174----0.038LC1best1.4841.9
175211112974034420.50+244622.256.0854424.77285HII32011.028.872.041.18684.83124.4099--0.038LC1best4.5210.8
176211080177034420.64+241510.956.0860424.25303HHJ57--13.16.470.34890.4073----0.014LC1best----
177211037018034420.85+233340.056.0869123.56113HCG155--12.014.934.4526------0.036LC2best--7.0
178211112685034421.90+244606.256.0912724.7684HII32412.9910.062.820.4114------0.048LC1best0.4172.0
179211012996034422.13+231054.956.0922423.18194DH329--13.476.790.2991------0.024LC1best----
180211068579034423.06+240405.856.0960924.0683HII33513.7710.223.440.3567------0.051LC1best0.3673.0
181211072441034423.54+240757.456.0981124.13263HII3389.047.771.160.5889------0.003LC1best--40.0
182211118414034424.67+245153.456.1028324.86485HCG148--11.945.370.21770.3821----0.02LC1best----
183211112686034424.80+244606.256.1033724.76839HCG14915.4211.014.30.7643------0.046LC1best3.2720.0
184211107439034425.58+244052.856.1066224.68136HCG15016.6611.654.91.08------0.033LC1best1.0813.0
185211101761034426.27+243522.956.1094824.5897HII34511.469.272.080.8374------0.019LC1best0.8418.9
186211095218034426.53+242911.556.1105524.48653HHJ24317.9412.085.750.347------0.023LC1best----
187211090224034426.87+242431.756.1119824.40883HCG15616.0711.454.515.8799------0.039LC1best5.85--
188211117230034427.29+245038.256.1137224.84396HII34714.010.073.820.39820.3355----0.027LC1best0.478.0
189211079163034427.49+241417.156.1145524.23811HHJ190--12.665.680.235------0.02LC1best----
190211064435034427.90+235959.856.1162923.99997DH342--13.496.210.3044------0.02LC1best----
191211074888034428.00+241017.556.116724.17155HII35713.3210.063.153.8002------0.071LC3best3.7910.0
192210754915034428.08+191106.156.1170119.18504DH34311.849.422.310.5332------0.049LC1best0.53--
193211038810034431.71+233526.156.1321323.59061SK564--12.25.120.9184------0.04LC1best----
194211056297034431.97+235230.756.1332523.87521HII37014.4410.453.8817.28277.7381----0.011LC4best0.94--
195211064526034435.40+240004.856.1475424.00135HII39014.3310.653.579.0574------0.008LC4best----
196211033487034436.27+233011.156.1511523.50309HCG16116.5511.664.781.6598------0.064LC1best--13.0
197211091449034437.76+242538.856.1573424.42746HHJ4619.5113.525.880.3036------0.016LC1best----
198210996584034437.77+225515.756.1574122.92103HCG16415.7511.044.60.3152------0.022LC1best0.31--
199211004119034438.94+230225.456.1622723.04041HHJ189--12.55.530.8297------0.018LC1best----
200211097941034439.61+243144.256.1650524.52896----11.884.960.6099------0.011LC1best----
201211115638034440.75+244906.756.169824.81854HII4059.848.521.211.908------0.015LC3best1.9218.2
202210967650034441.82+222752.456.1742522.46456PELS03410.769.071.583.9912------0.01LC3best----
203211088648034446.13+242303.056.1922324.38419HHJ24--13.796.090.2858------0.013LC1best----
204211065077034447.32+240037.856.1971824.01052HHJ276--12.325.110.7563------0.024LC1best----
205211077649034447.83+241252.756.1993324.21466HCG166--12.455.440.8136------0.046LC2best----
206211121141034450.16+245440.056.2090424.91113HII45113.4310.342.985.6763------0.031LC3best5.555.7
207210911601034452.85+213416.556.2202421.57126UGCSJ034452.86+213416.0--12.425.450.24940.2714----0.02LC1best----
208211059325034453.83+235516.556.224323.92126HII47610.788.871.122.33862.4614----0.023LC1best2.4321.0
209211092628034454.09+242646.956.2253824.44637HHJ183--12.755.310.6325------0.035LC1best----
210211059981034455.99+235553.556.233323.93153HCG171--11.925.360.39540.4936----0.014LC1best----
211211091768034456.39+242557.456.2349824.43262HII48910.428.871.442.7793------0.02LC1best2.8518.3
212211039840034456.68+233623.656.2361923.60658HHJ269--12.335.070.8002------0.04LC1best----
213211063935034457.32+235932.456.2388723.99235----11.964.851.78------0.015LC1best----
214211027607034458.01+232431.256.2417423.40867HHJ223--12.365.40.7571------0.084LC1best----
215211059734034458.58+235541.056.2440923.92806HHJ274--12.115.340.4849------0.034LC1best----
216211026321034458.96+232320.156.2456823.38894HII51313.8510.483.265.8883------0.079LC3best5.847.4
217211024158034459.47+232118.456.247823.35512HHJ54--13.385.770.2388------0.019LC1best----
218211113286034501.12+244641.156.254724.7781HCG172--12.575.340.5888------0.025LC1best----
219210779549034501.66+193333.756.2569519.55937PELS1359.458.151.190.9368------0.002LC1ok----
220211054027034503.26+235021.956.263623.83943HII52211.979.722.147.09498.8112----0.014LC3best--4.0
221211080847034506.53+241548.656.2772224.26352HII5318.587.720.750.04310.03890.03650.04640.002LC1best----
222211040347034506.77+233651.656.2782523.61434HCG176--12.666.110.3337------0.022LC1best----
223210978650034508.67+223830.656.2861622.64185HHJ204--12.485.330.4623------0.051LC1best----
224210920066034509.87+214216.556.2911521.70459PELS0409.998.591.292.93172.764----0.014LC1best2.9311.5
225211004687034510.81+230258.156.2950623.0495HCG186--12.355.250.9335------0.113LC1best----
226211101564034511.98+243510.256.2999324.58617HII55413.9310.563.264.3894------0.113LC3best4.33--
227211096421034512.07+243018.356.300324.5051----11.94.950.3473------0.024LC1best----
228211024798034512.14+232153.256.3006223.36479HCG18517.6412.245.290.7494------0.083LC1best2.99--
229210982234034512.42+224151.156.3017822.69753BPL71--12.275.130.7676------0.101LC1best----
230211057685034512.60+235345.156.3025423.89588HHJ14--13.886.550.2594------0.016LC1best--26.0
231211080412034513.13+241523.756.3047324.2566NZTau=HCG180--13.175.512.0103------0.017LC1best----
232211034329034513.40+233100.956.3058523.51693OOTau=HCG18417.7211.895.720.34030.2279----0.061LC1ok----
233211071722034516.12+240716.256.3171724.12118HCG18316.2411.634.52.1851------0.021LC1best2.19--
234211037417034516.41+233401.756.318423.56716DH384--13.526.010.1903------0.031LC1best----
235211100894034516.64+243432.556.3193524.5757HCG18116.1811.434.640.8545------0.043LC1best0.8626.0
236211121734034520.85+245519.456.3369124.92207HII6059.07.841.057.0681------0.002LC3best--80.0
237211098921034521.66+243237.356.3402924.5437HHJ273--12.315.231.1468------0.046LC1best----
238211031520034522.19+232818.256.3424823.47173HII63612.49.812.488.48496.6064----0.021LC3best7.53.5
239211117626034523.49+245102.856.3478824.8508HII62415.2811.044.131.2481------0.112LC2best1.2516.0
240211119678034524.12+245309.456.3505324.88597HII6279.658.381.161.81281.7474----0.007LC1best--33.2
241211086163034524.77+242045.456.3532424.34596DH392--12.245.340.941------0.026LC1best----
242211028956034525.97+232548.756.3582423.4302HII65912.049.531.692.8042.6719----0.059LC3ok--12.2
243211066615034526.13+240206.456.358924.03513HII6528.047.460.470.12120.08710.042--0.002LC4best----
244210971340034526.55+223132.256.3606322.52562HHJ26717.412.255.041.2096------0.107LC1best1.21--
245211041420034527.50+233757.156.3646223.63253HHJ106--13.265.480.2958------0.032LC1best----
246211084069034530.21+241845.556.3759124.31265HII67315.7411.134.52.1929------0.029LC1best2.214.0
247211083408034532.93+241811.656.3872224.30324HII68613.5210.223.190.3976------0.075LC3best0.471.0
248211013191034533.98+231106.756.391623.1852DH396--13.015.620.5883------0.019LC1best----
249211093705034534.45+242747.856.3935524.46329HII6978.67.640.850.32790.3150.2998--0.002LC1best----
250211069456034535.39+240459.556.3974824.08321HII70810.118.61.41.01990.9994----0.011LC1best0.2945.0
251211105653034536.71+243906.756.4029824.65188HCG19416.7311.355.270.33340.3446----0.028LC1best0.33--
252211061207034538.98+235701.156.4124323.95031WBM5--13.255.740.347------0.015LC1best----
253211072835034539.28+240820.556.4136724.13904HHJ130--13.065.640.8158------0.018LC1best----
254211104176034540.16+243738.056.4173724.62724HII7279.718.291.311.13941.1835----0.021LC1best0.5345.0
255211082436034541.38+241718.956.4224324.28859HII7459.468.041.310.8383------0.003LC1best--65.0
256211120842034542.11+245421.556.4254824.90599HII7399.577.941.521.57751.7112----0.015LC3best0.9214.4
257211129400034542.44+250325.556.4268725.05709HII74013.410.52.792.83962.6899----0.041LC3best2.7714.0
258211068914034544.07+240426.756.4336424.0741HII76214.2310.643.483.7965------0.026LC1best3.849.0
259210922602034546.92+214449.356.4455321.74705HHJ128--12.825.910.19580.2172----0.018LC1best----
260211010902034548.80+230849.756.4533723.14716HII8016.856.740.03.08763.25742.8975--0.001LC1best----
261211090866034549.35+242507.356.4556524.4187BPL77--11.84.862.4271------0.014LC1best----
262211082883034551.32+241744.556.4638524.2957UGCSJ034551.33+241744.2--12.735.510.4114------0.03LC1best----
263211031105034552.74+232754.256.4697823.46507HCG202--12.335.30.6841------0.086LC2best----
264211078239034554.98+241326.156.4790924.22394BPL82--11.855.520.3830.3644----0.022LC1best----
265211003154034556.95+230129.256.4873223.02478HCG20517.912.585.210.5743------0.026LC1best0.57--
266211086480034557.07+242101.156.4878324.35031----12.846.320.2103------0.012LC1best----
267211073154034557.90+240841.056.4912624.14475DH412--13.685.870.2184------0.023LC1best----
268211047828034602.75+234414.656.5114823.73739HII87012.619.261.743.95854.2952----0.021LC3best3.939.7
269211107496034602.95+244055.856.5123124.68218BPL85--13.146.45.8529------0.1LC4best----
270211086387034603.44+242057.156.5143724.3492HCG206--12.565.450.3745------0.014LC1best----
271211027393034604.12+232419.956.5171723.40553HII88212.959.892.950.5785------0.043LC1best0.5880.0
272211059727034604.29+235540.856.5178923.92801HHJ363--11.825.150.4336------0.02LC1best----
273211074500034604.55+240956.056.5189924.16557BPL88--13.185.650.728------0.033LC4best----
274211000470034605.24+225853.956.5218522.98165HCG21414.010.53.399.89318.0227----0.011LC1best8.6--
275211103222034605.63+243644.456.5234624.61235SK488--11.444.61.1298------0.059LC1best----
276211103322034605.68+243649.956.5236924.61388UGCSJ034605.69+243649.7--13.065.561.1297------0.06LC2best----
277211100398034606.49+243402.656.5270624.56741HII87912.7910.172.517.0484------0.036LC3best7.076.4
278211100131034606.89+243346.056.5287424.5628HII88313.0510.292.657.91016.8323----0.029LC3best7.043.8
279211087985034607.50+242227.756.5312624.37438HII89014.7110.863.745.07815.6582----0.018LC1best5.175.4
280211118542034607.76+245200.456.5323624.8668HII88512.089.362.616.9551------0.017LC1best6.835.7
281211023687034608.35+232051.056.5348323.34752HII91513.7910.43.283.9299------0.089LC2best--9.3
282211107114034608.69+244033.256.5362224.67591HCG209--12.715.371.986------0.108LC4best----
283210983092034609.58+224237.456.5399422.71039HCG21717.311.95.290.86770.9494----0.022LC1best--8.0
284210881103034609.87+210552.756.5411521.09799DH425--12.255.10.4625------0.041LC1best----
285211106969034609.89+244025.056.5412224.67362HII90615.210.594.51.9819------0.049LC1best2.015.0
286211023213034610.04+232024.056.5418723.34001HII92310.168.691.362.8527------0.02LC1best2.8518.2
287211103863034611.74+243720.356.5489324.62231HII91611.719.542.065.9772------0.132LC3best5.916.1
288211038588034612.66+233513.956.5527523.58721UGCSJ034612.66+233513.5--12.995.620.5507------0.022LC1best----
289211067768034612.86+240315.756.5536124.05437HII93014.210.63.491.3879------0.06LC2best1.3919.0
290210982761034613.84+224219.856.5576922.70551HHJ200--12.465.630.30790.3899----0.009LC1best----
291211107734034617.93+244109.556.5747224.686HHJ36716.5111.694.715.5174------0.038LC3best5.49--
292210866744034619.33+205247.256.5805620.87978PELS05011.569.521.935.93442.8616----0.026LC3best5.93--
293211002561034619.40+230055.756.5808523.0155HHJ47--13.186.30.18070.1589----0.022LC1best----
294211125236034619.85+245901.556.5827324.98376HHJ30317.411.975.320.67830.5051----0.016LC1best0.3424.0
295211113696034620.47+244707.756.5853124.78548HII97413.9610.543.316.3758------0.024LC4best6.584.2
296211100238034621.35+243352.456.5889724.56458HHJ105--13.075.720.4397------0.024LC1best----
297211007016034621.39+230509.156.5891423.08588HHJ33--13.75.810.3742------0.026LC1best----
298211005799034621.62+230401.056.590123.06695DH440--12.755.770.67720.5756----0.023LC1best----
299211032382034622.46+232908.256.5935923.48563UGCSJ034622.46+232908.0--12.826.180.3797------0.039LC1best----
300211100565034622.67+243412.656.5944724.57017HII99610.428.871.443.2313.0359----0.016LC3best3.0911.9
301211102725034623.02+243618.156.5959324.60505BPL99--12.725.241.1143------0.03LC3best----
302211066346034623.46+240151.356.5977624.03094HCG218--12.855.560.4678------0.021LC1best----
303211096320034624.11+243012.956.6004924.5036BPL101--13.845.990.1891------0.045LC1best----
304211094777034624.62+242846.556.6026224.4796HHJ24918.312.545.650.8915------0.024LC1best0.89--
305210903023034625.16+212617.656.6048721.43823DH44617.0111.525.381.0280.3107----0.06LC1best----
306211074151034625.38+240936.356.6057624.1601HCG21915.8311.144.580.3224------0.045LC2best0.3265.0
307211093117034626.99+242714.156.612524.45392HHJ326--12.055.090.9143------0.038LC1best----
308211133821034627.35+250808.056.6139625.13556HII101510.548.991.443.42413.6675----0.018LC3best1.729.6
309211052343034627.68+234845.656.6153723.81269HHJ161--12.656.272.34680.7581----0.007LC1ok----
310211038945034627.77+233533.656.6157323.59269HII103912.969.822.385.343------0.043LC4best5.224.9
311211091848034628.40+242602.056.6183724.43391HII103211.19.161.831.31261.3531----0.033LC1best1.3237.2
312211112171034628.62+244532.356.6192724.75899HII102914.3410.653.589.1276------0.034LC3best9.417.0
313210877263034629.71+210217.056.6238321.03808DH452--12.555.710.3183------0.022LC1best----
314211003258034631.01+230134.856.6292223.02634HHJ3019.7713.735.930.7278------0.028LC1best----
315211071504034631.17+240702.456.6299124.11735HII106114.2110.343.764.81074.40625.27341.00830.013LC4best2.427.1
316211021014034632.87+231819.156.6369823.30532HII108114.6110.783.726.9448------0.049LC3best6.89.0
317210997527034634.79+225607.756.6449722.93549s5003270--10.853.762.9684------0.037LC1best2.98--
318211027775034635.32+232442.256.647223.41173HII110314.7710.723.940.7424------0.05LC1best0.7418.0
319211066062034635.52+240135.456.6480324.02652HHJ140--12.785.890.2973------0.014LC1best----
320211006108034636.06+230417.356.6502623.07149SK465--12.055.140.9588------0.013LC1best----
321211086025034637.26+242036.656.6552824.34352HII110012.259.362.784.3177.2976----0.026LC4best7.55.4
322211050847034637.67+234715.956.6569923.78777HII111710.28.531.566.1624------0.004LC3best--6.4
323211111496034637.77+244451.656.6573924.74769HII109511.839.632.097.1797------0.014LC4best0.873.6
324210996505034638.39+225511.256.6599822.9198HII11329.428.151.166.839------0.01LC3best--40.0
325211123901034638.77+245734.656.6615824.95962HII110110.258.791.352.3141------0.016LC3best2.32--
326211097402034638.88+243113.156.6620124.52033HII111013.2910.272.917.4791------0.028LC2best7.965.9
327211070664034639.32+240611.656.6638524.10324HII11229.298.181.00.87020.9098----0.002LC1best--28.6
328211066263034639.38+240146.856.664124.02968HII112412.329.852.366.1296------0.046LC4best6.424.5
329211008578034639.99+230637.356.6666523.11037HII11399.378.231.031.81611.5980.7836--0.001LC1best--31.4
330211033155034640.24+232952.056.6676723.49778HII113612.189.322.240.5243------0.073LC1best0.5250.0
331211122237034640.26+245551.756.6677724.93103HII111414.110.383.615.1665------0.078LC3best5.067.3
332210991829034640.39+225039.856.6683322.8444BPL107--13.185.610.2955------0.035LC1best----
333211040850034643.17+233722.256.6799123.62284DH466--13.15.970.5017------0.018LC1best----
334211064137034643.58+235942.556.6816223.99515DH46716.1211.574.442.234------0.016LC1best----
335211111611034644.77+244458.656.6865824.74961BPL109--13.355.71.3443------0.014LC1best----
336210996142034647.05+225452.556.6960822.91459HII118210.488.931.443.0025------0.03LC3best3.016.4
337211005924034648.77+230407.556.7032523.06875HCG24516.0411.424.510.2845------0.049LC1best0.28--
338211102393034649.21+243600.056.7050524.60001HII117315.111.03.997.9111------0.044LC3best8.229.0
339211035282034650.08+233156.256.7086723.5323HCG24017.812.395.32.1377------0.075LC2best2.14--
340211042246034652.60+233843.256.7191723.64535HHJ247--12.25.950.0824------0.008LC1best----
341211080124034652.96+241507.956.7206824.25222BPL112--14.126.750.2261------0.038LC1best----
342210994089034653.26+225251.356.7219222.88094HII122011.749.721.916.1515------0.033LC3best6.165.5
343211082363034653.60+241715.056.7233524.28751HCG24416.2411.214.920.66070.2409----0.03LC1best0.66--
344211038389034653.73+233500.956.7239123.58359HII121510.559.011.433.5941------0.018LC3best--5.3
345211072438034653.95+240757.356.7248124.1326MHO818.9213.175.640.3912------0.025LC1best----
346211139797034654.02+251444.956.7251225.24582HCG24116.1911.494.592.6922------0.017LC1best2.697.0
347211093928034654.87+242759.956.7286324.46666V1277Tau=BPL15--14.06.320.1212------0.025LC1best0.12--
348211114329034654.91+244746.856.7288224.79634HII120710.518.971.433.37053.1876----0.018LC3best--5.1
349211025779034655.30+232249.556.7304323.38043HHJ95--13.335.630.2824------0.016LC1best----
350211075914034655.31+241116.856.7304624.18802BPL116--12.886.10.2397------0.023LC1best----
351211017469034657.09+231502.456.7378923.25067HCG24715.511.134.261.2062------0.034LC1best1.21--
352211037012034658.16+233338.956.7423523.56082HHJ174--12.855.140.9133------0.03LC1ok----
353211066157034658.25+240141.556.7427324.0282UGCSJ034658.26+240141.3--13.045.740.8082------0.013LC1best----
354211093581034658.53+242740.056.743924.46113HCG246--12.155.221.1004------0.035LC1best----
355211066181034659.31+240142.956.7471324.02861HHJ29917.612.115.380.52650.4613----0.018LC1best0.46--
356211097388034659.40+243112.356.7475124.52011HII1234--6.710.00.3436------0.001LC1ok----
357211119314034659.47+245246.356.747824.87953HHJ22218.412.355.940.34090.2313----0.06LC1ok0.34--
358211094386034700.29+242824.756.7512124.47355HHJ252--12.255.781.6550.1546----0.025LC1best----
359211125179034700.99+245857.456.7541424.98263BPL121--12.345.590.3484------0.062LC1best0.35--
360211032994034701.41+232941.956.755923.49498HII127511.459.561.785.9306------0.038LC3best5.976.4
361211078274034701.84+241328.256.7576724.22452BPL122--14.16.41.0167------0.034LC1best----
362211035936034702.33+233236.156.7597423.54338DH487--13.356.552.5738------0.014LC1best----
363211115721034703.54+244911.756.7647824.81993HII12668.287.350.821.228------0.004LC1best----
364211074122034703.58+240934.956.7649324.15971HII128014.5710.723.740.3023------0.094LC2best0.385.0
365220115919034703.77+233658.756.7657223.61632HII128615.3510.64.642.4577------0.03LC1best2.47--
366211046494034706.77+234254.656.7782523.71517HII129812.339.842.388.47813.8502----0.014LC4best7.635.2
367211015877034707.34+231334.756.780623.22633HII130513.5210.43.010.3889------0.12LC1best0.3985.0
368211089267034707.87+242337.856.7828124.39386V1278Tau=BPL125--13.15.543.9054------0.02LC1best0.81--
369211083672034708.13+241824.556.7839124.30683HCG25316.9511.94.941.8237------0.013LC1best1.83--
370211046240034708.53+234238.956.7855823.71081HII130613.519.833.571.6161.3221----0.016LC1best2.65--
371211067634034709.18+240307.856.7882624.05219----11.694.780.2679------0.025LC1best----
372211048126034709.43+234431.856.7893123.74218HII132115.2210.664.450.84460.6028----0.017LC1best1.2117.0
373211029076034709.51+232556.456.7896323.43236DH498--13.055.440.4739------0.019LC1best----
374211081656034710.05+241636.056.7918924.27667HII13099.468.281.070.775------0.004LC1best--85.0
375211078698034711.02+241351.756.7959224.23103HCG25419.3413.395.840.4019------0.032LC1best0.4--
376211046446034713.52+234251.556.8063723.71431HII133212.5310.12.327.8496------0.042LC3best8.185.3
377211053549034713.65+234953.356.8069123.8315HCG25815.7811.094.580.53260.5187----0.044LC1best0.5342.0
378211132712034715.28+250655.456.813725.11541SK43216.711.485.111.1254------0.024LC1ok----
379211029254034715.37+232606.156.8140623.43503HHJ203--12.55.460.8818------0.037LC1best----
380211089146034715.44+242331.056.8143424.39197BPL134--12.815.840.31------0.032LC1best----
381211111473034716.44+244450.356.818524.74731BPL136--12.515.890.2628------0.012LC1best----
382211072160034716.56+240742.056.81924.12834HII13388.697.481.17.59948.899----0.002LC3best----
383211089068034718.06+242326.756.8252624.39077HII134812.79.772.829.7733------0.038LC2best4.565.1
384211078690034718.12+241351.356.8255424.23092BPL138--12.285.840.32390.1677----0.024LC1ok1.08--
385211131087034720.83+250512.356.836825.08676SK42815.7511.144.53.694------0.034LC1best1.37--
386211024494034722.01+232136.656.8417323.36019UGCSJ034722.02+232136.3--12.735.40.3687------0.061LC1best----
387211079188034722.37+241418.956.8432424.23859BPL139--13.216.310.17490.1584----0.015LC1best----
388211047718034722.67+234406.956.8444923.73527HCG266--12.445.260.6801------0.061LC1best----
389210996662034722.89+225519.656.8454122.92212HII14078.137.520.51.456------0.002LC1best----
390211117529034722.97+245056.156.8457224.84894HCG26117.1611.855.20.9252------0.025LC1best----
391211011030034723.85+230857.056.8493823.14919HCG27017.3312.075.151.6638------0.021LC1best1.66--
392211080295034725.10+241517.356.8546124.25481HHJ198--13.065.481.1885------0.02LC1best----
393211134185034725.78+250833.056.8574525.14251HCG26316.9111.455.350.13570.3173----0.069LC1best0.12--
394211041526034726.76+233802.656.8615223.63407HCG269--12.295.510.42910.2708----0.017LC1best----
395211044267034726.82+234042.056.8617723.67836HII14257.777.340.320.05870.03130.06130.03060.005LC1best----
396211030057034728.11+232653.556.8671423.44821SK417--11.95.040.5572------0.027LC1best----
397211107116034728.42+244033.256.8684324.6759BPL145--12.875.180.9834------0.021LC1best----
398211056628034729.58+235249.656.8732723.88046PPL8--14.116.680.2768------0.03LC1best----
399211036595034729.92+233315.156.8746823.55422HHJ16--13.826.380.3079------0.039LC1best----
400211087739034730.59+242213.956.8774724.37055HCG27315.8211.374.342.7628------0.032LC2best2.78--
401210886447034731.12+211051.456.879721.18096DH519--12.825.520.5596------0.043LC1best----
402211056099034731.63+235219.356.8818223.87205UGCSJ034731.64+235219.0--12.855.480.4855------0.031LC1best----
403211075014034731.99+241024.856.8833124.17358BPL147--12.835.50.6538------0.011LC1best----
404211090001034732.13+242418.556.883924.40516UGCSJ034732.14+242418.3--13.085.30.3972------0.018LC1ok----
405211021098034732.18+231823.556.8840923.30655UGCSJ034732.19+231823.2--12.564.951.2508------0.027LC1ok----
406211045153034733.45+234132.956.889423.6925HCG27715.7410.934.70.42260.6024----0.025LC1best0.627.0
407211107623034733.67+244103.156.8903224.68422HII145412.8610.082.678.5982------0.04LC3best8.413.3
408210922592034734.16+214448.656.8923421.74684PELS06612.329.92.317.5554------0.031LC3best7.6--
409210989043034734.78+224804.856.8949222.80135HCG284--12.155.110.6966------0.046LC2best----
410211118985034735.85+245226.956.899424.87415HCG27918.7812.845.830.2084------0.027LC1best0.42--
411211031682034736.02+232826.956.9001223.47414HHJ73--13.285.680.2819------0.032LC1best----
412211090094034737.65+242423.256.9068824.40647BPL150--12.835.610.7538------0.037LC1best0.77--
413211031293034738.00+232804.956.9083623.46805HII151213.5110.323.088.4106------0.068LC3best8.375.3
414211115713034738.04+244911.056.9085224.81974SK40916.5311.74.722.3229------0.036LC1best----
415211119999034738.07+245330.556.9086524.89183HII148514.2110.613.490.582------0.077LC1best0.5842.0
416211093429034739.35+242732.156.9139724.45893HCG28217.5612.165.290.519------0.026LC1best0.52--
417211001714034739.78+230004.656.9157623.0013HHJ9418.7313.225.40.4571------0.041LC1best----
418211083317034740.37+241806.956.9182224.30193HII151613.9710.343.520.3067------0.049LC1best0.31105.0
419211087357034740.44+242152.556.9185324.36459HII151410.538.941.483.2523.4661----0.032LC3best3.2513.6
420210997197034740.97+225548.056.9207322.93001HII155312.499.363.021.76680.8056----0.036LC1best0.459.6
421211048014034741.17+234425.056.9215823.74029HII153213.9910.573.310.7814------0.055LC2best0.7832.0
422211062662034741.43+235818.956.9226523.97194HII153113.5810.313.160.483------0.076LC2best0.4850.0
423211045643034744.64+234203.256.9360323.7009HHJ152--12.75.340.4458------0.023LC3best----
424211104535034745.90+243801.456.9412824.63373HCG287--12.545.770.29620.2812----0.021LC1best----
425211138781034747.85+251334.556.9493825.22625SK398--12.095.570.6111------0.031LC1best----
426211015308034748.11+231305.356.9504623.21814HII159311.159.31.745.1371------0.009LC3best5.062.4
427211091536034749.77+242543.356.957424.4287HCG29218.1812.695.380.8216------0.033LC1best----
428211096432034750.94+243018.756.9622824.50522HCG29516.1511.474.571.4175------0.02LC1best1.42--
429211043323034751.95+233948.256.9664723.66339HHJ122--13.075.470.94------0.03LC1best----
430211060621034752.51+235628.656.9688323.94128HII16139.888.571.22.80223.09291.4012--0.006LC1best--20.1
431211001183034752.86+225934.056.9702722.99279SK39417.6412.165.370.51690.3931----0.016LC1best----
432211021827034755.26+231905.956.9802823.31833HCG30217.3312.155.071.3661------0.021LC1best1.37--
433211080546034756.63+241531.956.9859624.25887BPL162--13.315.820.7302------0.019LC1best----
434210945565034758.02+220651.156.9917522.1142BPL163--14.327.130.3443------0.048LC1best----
435211101996034759.36+243537.356.9973724.5937V1281Tau=BPL164--13.65.820.8448------0.047LC1best0.84--
436211110500034759.73+244352.856.9988924.73134HII165313.510.063.330.7364------0.061LC1best0.7435.0
437211027306034804.97+232413.857.0207223.40385DH546--13.945.950.238------0.017LC1best----
438211003744034805.82+230202.957.0242523.03414HCG30916.1611.554.51.562------0.058LC1best1.5610.0
439211056865034805.86+235301.157.0244323.88364UGCSJ034805.86+235300.8--13.275.680.5561------0.029LC1best----
440211064559034806.63+240006.957.0276624.00193HHJ240--12.545.370.6242------0.04LC1best----
441211143504034807.67+251855.257.0319725.31534DH55013.9410.343.490.446------0.097LC1ok0.45--
442211047990034807.96+234423.757.0331723.73992HCG30717.312.185.010.5148------0.056LC1best0.5113.0
443211045994034808.94+234223.557.0372723.70653HHJ156--12.775.430.7512------0.058LC1best----
444211063049034809.21+235840.757.0383923.97799HHJ225--12.655.160.9637------0.025LC1best----
445211001695034810.17+230004.157.042423.00114DH55414.5511.03.446.5481------0.065LC2ok6.48--
446211063723034810.17+235920.357.0423923.98898DH555--13.515.960.6734------0.021LC1best----
447211033726034810.98+233025.257.0457723.50702HII175614.110.693.38.18547.10543.8412--0.013LC1best1.155.0
448210860152034811.41+204642.657.0475520.77852DH558--12.245.490.6299------0.023LC1best----
449211063134034813.31+235846.957.0554723.97972HCG31117.8112.395.310.8237------0.016LC1best----
450211084436034813.54+241906.357.0564524.31842HII17628.277.350.811.68561.79511.59630.15690.004LC1best----
451211041474034813.76+233759.457.0573723.63319HCG31517.7212.115.51.8306------0.045LC1best1.83--
452211029245034815.23+232605.657.0634923.4349HHJ232--12.565.160.6994------0.027LC1best----
453211045648034815.26+234203.657.0636223.701HHJ33617.1111.785.220.3670.3534----0.024LC1best----
454211139647034815.48+251436.757.064525.24353BPL170--12.995.50.4809------0.052LC1best----
455211038622034816.08+233515.457.06723.58762HHJ151--12.655.770.39490.6303----0.013LC1best----
456211138217034816.86+251254.657.0702625.21517HII17669.137.861.166.72193.01625.9606--0.003LC3best--22.7
457211041683034816.90+233812.457.0704523.6368HII179710.138.761.262.45342.6121----0.009LC3best--19.6
458211057320034817.12+235325.357.0713423.89038HII179410.48.911.383.81844.1542----0.021LC3best3.8511.2
459211096385034817.28+243015.957.0720424.50442HII178514.2910.693.495.4934------0.075LC3best5.66.5
460211051985034817.35+234823.757.0723323.80659HHJ188--12.785.360.4915------0.031LC1best----
461210942652034817.60+220401.357.0733422.06703HHJ187--12.615.210.7353------0.029LC1best----
462211128863034817.69+250252.357.0737125.04788HII177610.949.161.674.53474.9932----0.027LC3best4.4910.1
463211057388034818.01+235329.457.0750623.89151s5158273--10.943.553.81614.1507----0.043LC4best----
464211039634034819.83+233611.957.0826423.60333DH56816.1211.474.541.033------0.03LC1best0.52--
465211121361034820.28+245455.157.0845324.91532HCG31317.0911.65.380.64380.5027----0.061LC1best--23.0
466211034343034820.57+233101.457.0857523.51708HCG321--13.515.930.2571------0.041LC1best----
467211101098034821.52+243443.657.0896924.57879BPL174--12.965.50.7157------0.03LC1best----
468210993561034822.64+225221.757.0943722.8727HCG32316.1411.484.551.1389------0.027LC1best--20.0
469211030912034822.69+232743.057.0945823.46196HHJ171--12.815.520.293------0.041LC1best----
470211062705034822.76+235821.157.0948623.97254HII182714.8410.514.222.46660.3675----0.03LC1best2.4713.0
471211115457034822.80+244853.657.0950124.8149SK36817.112.024.971.7216------0.037LC1best--10.0
472211010149034823.91+230808.457.0996623.13568DH576--13.155.620.3215------0.031LC1best----
473211079332034825.23+241426.057.1051524.24056HCG322--11.995.50.7114------0.066LC1best----
474210951703034825.50+221241.757.1062722.21159HCG32914.0210.63.310.3992------0.114LC1best0.4--
475211139723034826.03+251441.057.1084825.24475HCG31715.4611.094.261.634------0.06LC1best1.63--
476211067419034826.16+240254.357.1090224.04844HII185610.018.661.242.4912.5937----0.013LC1best--15.4
477211013604034826.58+231129.757.1107923.19161HCG33217.4511.365.980.4627------0.076LC1ok0.4658.0
478211020742034828.02+231802.757.1167823.30077HII188312.669.852.70.2353------0.061LC1best0.23140.0
479211062438034829.75+235805.957.1239923.96833HCG328--13.025.530.6205------0.014LC1best----
480211086138034830.09+242044.157.1253824.34559HD23763=HII18766.956.570.270.30750.29720.318210.98690.004LC1best----
481211081985034831.04+241653.357.1293724.28148HCG32415.9911.344.540.258------0.039LC1best----
482211066477034831.83+240158.857.1326424.03301HCG32718.312.855.340.4896------0.052LC1best0.49--
483211066484034833.77+240159.057.1407324.03306HHJ184--12.935.241.3602------0.02LC1best----
484211029232034834.51+232605.357.143823.43481HII192410.338.91.322.885------0.015LC1best2.8914.2
485210994964034835.18+225342.557.146622.89514HHJ1020.7113.756.850.2113------0.071LC4best--52.0
486211076761034835.48+241203.257.1478624.20091V352Tau=HCG33519.6713.216.350.5216------0.056LC1best0.52--
487211116917034839.30+245020.057.1637524.83891DH585--13.425.80.2656------0.024LC1best----
488211077464034839.90+241242.957.1662724.21194HCG337--11.854.750.9204------0.027LC1best----
489211103033034840.42+243634.257.1684424.60951HCG333--12.335.270.8848------0.047LC1best----
490211127395034840.59+250120.157.1691425.02226BPL186--13.616.340.7565------0.046LC1best----
491211016654034840.97+231417.557.1707523.2382HCG343--12.035.510.26710.1702----0.038LC1best----
492211126627034842.13+250028.557.1755725.00793HCG33916.6111.724.780.3368------0.046LC1best--64.0
493211018096034843.89+231535.457.1828823.25985HD23791=HII19938.377.660.60.03560.04790.0409--0.002LC1best----
494211132233034844.03+250622.657.1834925.1063BPL189--12.625.340.5------0.043LC1best----
495211103923034844.68+243723.657.1861824.62324DH590--14.036.450.3484------0.038LC1best----
496211103969034845.35+243726.457.1889624.62401HCG346--13.175.670.1238------0.016LC1best1.68--
497211023137034845.43+232019.957.1893123.33887HII201613.5510.383.063.92------0.057LC3best3.889.8
498210942842034846.58+220412.757.194122.07022----9.532.496.2883------0.069LC3best6.22--
499210901321034848.21+212440.857.2009121.41134UGCSJ034848.23+212440.4--12.645.360.6231------0.064LC2best----
500211027879034848.77+232448.257.2032523.41339HHJ86--13.215.720.374------0.032LC1best----
501211081096034848.94+241602.757.2039424.26743HII202710.938.822.05.0921------0.045LC3best5.075.6
502211063000034849.32+235838.357.205523.97732HII203412.659.992.550.5503------0.121LC1best0.5577.0
503211006328034850.65+230430.257.2110823.07507HHJ116--13.115.630.3617------0.01LC1best----
504211087131034855.64+242140.357.2318524.36121HHJ820.614.16.390.1267------0.039LC1best----
505211085091034857.34+241943.857.2389524.32884HCG34915.9111.054.751.7061.8515----0.026LC1best----
506211007577034858.28+230539.257.2428423.09424HHJ35316.3511.674.5713.6986------0.012LC1best----
507211014186034858.48+231204.357.2436923.20122HII210611.549.382.056.0067------0.031LC3best3.046.0
508211120664034900.97+245410.157.2540824.90282HCG35116.9511.815.031.4972------0.014LC1best----
509211000411034900.99+225849.557.2541622.98044HCG35315.3911.154.138.5889------0.047LC3best8.417.0
510211041750034901.14+233815.657.2547723.63769DH598--13.585.970.3242------0.031LC1best----
511211017570034902.32+231508.857.259723.25246HII212611.719.71.96.1535------0.014LC3best3.064.0
512210933044034902.95+215447.257.2623121.91312BPL197--13.375.740.6738------0.024LC1best----
513211047980034905.85+234423.157.2744123.73975HCG35415.3110.794.410.82881.4228----0.029LC1best0.5820.0
514211008337034905.91+230622.057.2746623.10613HCG357--12.245.061.1187------0.047LC2best----
515211050460034906.10+234652.557.2754523.78127HII214710.878.582.180.77680.1541----0.037LC1best0.786.9
516211086260034911.02+242051.257.2959524.34758HCG35517.4212.185.132.0109------0.032LC1best2.01--
517210949534034911.23+221036.457.2968122.17679HCG36013.810.13.595.94050.849----0.029LC3best5.6--
518211036665034911.27+233318.857.2969823.55524HII219314.2310.573.551.4162------0.022LC1ok1.4223.0
519211104722034911.72+243811.757.2988524.6366HII217210.448.951.384.2628------0.018LC3best4.6710.3
520211057064034912.19+235312.557.300823.88683HD23863=HII21958.127.580.430.05590.0322----0.003LC1best----
521211016037034912.30+231342.057.3012723.22835HII220914.4810.723.655.3258------0.027LC3best5.325.4
522211100392034915.37+243402.257.3140824.56728HII220814.4210.493.820.3983------0.063LC1best0.473.0
523211025773034915.61+232249.357.3150623.38038HHJ3619.4713.415.950.5256------0.032LC1best--37.0
524211068337034916.40+240349.257.3183624.06367HCG36215.5210.754.660.40150.5806----0.021LC1best----
525211089419034916.79+242346.057.3199624.39613HII22207.527.240.170.2652------0.005LC1best----
526211065427034916.80+240058.857.3200124.01635HHJ308--12.245.810.3628------0.017LC1ok----
527211113202034920.58+244636.057.3357924.77667HII224412.589.942.530.5603------0.039LC1best0.5645.0
528211108263034921.24+244140.957.3385124.69472HHJ51--13.515.840.4433------0.042LC1best----
529211042656034921.48+233906.457.3395423.6518HCG36317.1511.985.060.3389------0.028LC1best0.34--
530210915466034922.50+213756.357.3437721.63233DH619--12.665.640.41710.2858----0.022LC1best----
531211054014034924.05+235021.457.3502123.83928HII228411.359.431.815.5927------0.017LC3best5.823.6
532210958195034925.54+221844.757.3564322.31242BPL206--13.325.820.9081------0.021LC1best----
533211004548034925.59+230250.257.3566523.0473HHJ7918.9213.215.60.3094------0.058LC1best----
534211089916034927.57+242413.857.364924.40384HHJ192--12.685.430.3888------0.027LC1best----
535211098117034927.63+243154.257.3651424.53173HCG37015.9911.264.620.543------0.011LC4best0.54--
536211046315034928.73+234244.057.3697423.71223HII231111.359.431.815.7139------0.02LC3best2.936.4
537211042471034929.80+233855.457.374223.64873HHJ158--12.75.560.370.5251----0.023LC1best----
538211044929034931.21+234119.857.3800823.68885HHJ142--12.765.510.3013------0.027LC1best----
539211018906034932.15+231618.257.3839823.27173DH626--13.485.530.3855------0.031LC1best----
540211059767034932.53+235542.657.3855623.92852HCG37117.9112.445.360.7781------0.084LC1best0.78--
541211027758034932.56+232441.257.385723.41146HHJ24517.9212.355.460.39330.3132----0.013LC1best----
542211025770034932.72+232249.457.3863423.38041HII23459.148.040.990.23890.4767----0.001LC1best--130.0
543211098279034933.03+243202.657.3876324.53406HCG37216.5811.744.731.5928------0.024LC2best1.597.0
544211051330034933.11+234743.557.38823.79542HII234110.939.191.634.9432------0.014LC3best4.883.5
545211030481034934.91+232716.857.3954723.45468HII236814.3510.423.821.2809------0.055LC1best1.29--
546210815768034935.74+200628.957.3989520.10804DH631--12.925.870.2999------0.023LC1best----
547210947895034935.87+220905.357.3994922.15148HCG37613.9810.023.850.24710.3241----0.04LC1best0.25--
548211020101034939.39+231724.457.4141523.29012HII240611.19.291.75.0132------0.04LC3best5.038.8
549210829886034941.01+201927.557.4209120.32433s4382488--9.853.681.6493------0.063LC3ok----
550211017407034941.12+231459.657.4213723.24989UGCSJ034941.13+231459.2--13.126.320.1971------0.026LC1best----
551210934634034941.69+215619.457.4237421.93875BPL214--13.766.370.3971------0.051LC1best----
552211093684034942.26+242747.057.4261224.46306HII240712.199.792.297.27458.454----0.046LC3best7.296.3
553211084463034942.70+241907.757.4279324.31883----11.995.480.4441------0.023LC1best----
554211046293034943.52+234242.757.4313723.71188HR1183=HII2425--6.25-0.190.1765------0.002LC1best----
555210949721034948.43+221048.557.4518122.18016BPL216--11.994.931.6719------0.071LC2best----
556211045933034950.35+234220.257.4598223.70563HII246211.499.551.836.8472------0.019LC3best6.935.1
557210872577034950.37+205800.357.4598820.96676UGCSJ034950.38+205759.8--12.415.240.857------0.016LC1best----
558210894583034951.79+211826.457.465821.30734HCG37815.6310.924.60.47220.3702----0.021LC1ok0.37--
559211070577034955.48+240605.257.4811724.10145DH641--12.635.390.5612------0.038LC1best0.56--
560210833622034956.06+202252.757.4835920.38132UGCSJ034956.07+202252.2--12.635.451.0465------0.019LC1best----
561211015348034956.48+231307.157.4853623.21864HII250610.278.821.342.1762------0.012LC1best2.1213.8
562211047055034957.62+234328.357.4901223.72453DH644--13.395.90.3019------0.099LC1best0.3--
563211054599034958.05+235055.257.4918923.84869HD239646.736.510.111.64121.58860.7875--0.002LC1best----
564211046168034958.33+234233.957.4930623.70943SK29316.3311.574.651.3418------0.047LC1best1.34--
565211076441034959.53+241145.957.4980624.19611BPL220--13.555.931.0385------0.021LC1best----
566211055468035002.16+235144.857.5090423.86245HCG382--11.994.930.6757------0.038LC4best----
567211020988035004.99+231817.457.520823.30485DH650--13.45.710.321------0.022LC1best----
568211071889035005.05+240726.357.5210824.12398HII254814.0210.593.326.4254------0.059LC4best6.445.7
569211156183035008.40+253256.057.5350425.54891HCG386--12.385.261.7487------0.045LC1best----
570211064196035012.25+235945.257.5510823.99589HII260215.4910.854.531.8401------0.022LC1best--11.0
571211059658035012.44+235536.257.5518623.92673SK279--12.125.680.36450.3564----0.019LC1best----
572211149525035014.74+252530.157.5614425.42505DH662--12.925.510.6652------0.022LC1best----
573211078413035015.26+241336.157.563624.22672HCG39417.5412.385.051.1204------0.063LC1best----
574211147023035017.65+252246.357.5735825.37955TrS151x9.658.381.161.8571.7823----0.004LC1best----
575211007717035021.29+230547.057.5887523.09639HII266511.369.331.925.3657------0.023LC3best5.395.7
576210950265035022.91+221118.057.5954622.18836HCG39814.5110.593.811.8957------0.05LC2best1.89--
577210855272035024.94+204218.157.6039520.70505DH66814.6910.943.6417.597------0.004LC1ok----
578211059754035025.14+235541.957.6047723.92833HCG396--12.775.350.6601------0.029LC1best----
579211025708035027.34+232245.157.6139223.37921SK273--12.545.410.9801------0.066LC1best----
580211005706035027.82+230355.157.6159223.06531DH671--12.945.460.5589------0.02LC1best----
581210947594035031.94+220847.757.6330922.1466HCG401--12.125.091.0933------0.016LC2best----
582210830104035033.85+201938.757.6410620.32744UGCSJ035033.86+201938.3--14.06.781.128------0.024LC1best----
583211149600035035.71+252535.457.6488225.42651PELS07212.19.582.410.3144------0.115LC1best0.31--
584210967901035037.40+222808.357.6558522.46899HCG404--12.375.31.7941------0.069LC2best1.79--
585211015258035038.91+231302.757.6621323.21744SK26316.611.754.740.88910.2966----0.011LC1best0.89--
586211147822035039.29+252337.557.6637325.39377DH67912.459.432.910.57890.8204----0.038LC1best0.58--
587211060078035040.07+235559.057.6669823.93306HII278610.298.811.372.16442.2668----0.032LC1best2.1722.0
588211161968035041.19+253930.857.6716325.65856DH682--13.285.890.3277------0.03LC1best----
589211022539035051.43+231944.757.7143323.3291HII287012.5110.012.398.44963.8914----0.011LC1best7.894.0
590211062007035052.43+235741.557.718523.96154HII28666.936.580.240.30640.33890.96560.40810.003LC1best----
591211053737035054.31+235005.657.7263323.83489HII288111.579.052.416.64985.3667----0.028LC3best5.167.8
592211158092035056.60+253506.657.7358625.58519HCG41216.8911.585.22.0791------0.033LC1best----
593211059775035058.16+235542.857.7423523.92857HCG414--12.775.310.461------0.029LC1best----
594211129308035102.31+250319.657.7596325.05547HII290813.4710.372.995.7885------0.039LC4ok----
595211038382035103.26+233500.557.7636223.58348UGCSJ035103.27+233500.0--13.395.81.6572------0.016LC1best----
596210963935035103.91+222417.257.766322.40479s4954485--10.733.773.4151------0.036LC2best----
597211023807035107.10+232057.757.7795923.34938DH695--12.895.270.5784------0.03LC1best----
598211048321035111.87+234443.457.7994823.74539BPL232--13.425.641.9607------0.018LC1best----
599211060049035112.07+235557.457.800323.93263HII296614.8610.93.854.5971------0.087LC2best4.569.0
600211147423035113.84+252311.657.8076925.38656----11.975.080.5336------0.09LC1best----
601211019565035115.81+231656.157.8158923.28227HCG42314.8410.823.910.4479------0.071LC1best--53.0
602210878635035116.61+210335.157.8192221.05975DH700--12.385.440.4748------0.036LC1best----
603211053255035116.85+234935.757.8202323.8266HII298412.419.952.357.9471------0.017LC4best7.965.4
604211011910035119.47+230949.657.8311423.16379DH703--12.175.180.9248------0.058LC1best----
605211135523035122.13+250958.057.8422225.16613s5286016--10.653.537.5694------0.048LC4best----
606210945519035123.87+220648.257.8494622.11339HCG42013.1910.22.886.4306------0.042LC4best6.37--
607211131748035123.88+250552.857.8495225.09802SK23116.5211.774.644.391------0.019LC1best----
608211138883035136.40+251340.857.9016825.228DH717--12.095.410.69280.7786----0.025LC1best----
609211013066035138.02+231059.457.9084223.18317HII310413.4710.033.333.9578------0.035LC2best3.947.1
610211025002035139.06+232204.657.9127723.36795BPL237--13.125.490.3185------0.023LC1best----
611211125210035140.44+245859.457.918524.98318HII309710.949.141.693.3701------0.029LC1best3.4814.6
612210917754035142.08+214006.057.9253521.66836PELS06811.489.451.925.44472.5443----0.013LC3best5.1--
613211020371035151.14+231741.457.963123.29484----11.724.770.8689------0.034LC1best----
614211038222035151.54+233449.457.9647523.58041BPL242--13.395.840.8344------0.025LC1best----
615210927253035151.55+214917.157.964821.82142UGCSJ035151.56+214916.8--12.345.340.8131.3089----0.07LC1best----
616210927331035151.89+214921.957.9662121.82277----12.045.081.3131------0.046LC1best----
617211036881035154.50+233331.757.9770923.55882HCG43917.2711.785.380.57780.3809----0.072LC1best0.58--
618211023176035157.33+232021.957.9888923.33943HII318713.1510.22.847.3022------0.049LC3best7.636.2
619211106636035158.81+244004.657.9950724.66796----11.94.850.3363------0.014LC1best----
620211106535035159.31+243959.057.9971524.6664----12.054.970.9618------0.05LC1best----
621211127537035201.63+250129.458.0068225.02486HCG447--12.655.170.7129------0.034LC1best----
622211106344035202.23+243947.858.0093324.6633HII319712.19.062.930.29310.4319----0.026LC1ok0.43--
623211132111035202.62+250615.158.0109525.1042BPL250--12.845.510.5099------0.032LC1best----
624211127297035203.57+250113.958.014925.02055BPL251--12.975.450.6317------0.03LC1best----
625210923443035204.37+214539.258.0182221.7609DH738--13.295.840.8865------0.025LC1best----
626210974893035205.57+223455.358.0232122.58205SK20116.1911.484.61.9861------0.019LC1best----
627210939705035206.65+220114.658.0277322.02073DH741--13.125.560.4687------0.037LC1best----
628211151674035207.94+252754.758.0331125.46521HCG449--13.275.820.4606------0.038LC1best----
629210866482035211.20+205233.858.046720.87607DH743--12.65.480.3228------0.032LC1best----
630211093203035217.54+242719.758.0730924.45549BPL259--12.485.330.5971------0.032LC1best----
631210939348035218.44+220053.658.0768722.01489DH74915.7511.394.251.9941------0.027LC2best1.99--
632210907442035224.57+213022.758.102421.50632----11.484.851.8182------0.035LC1ok----
633211140155035231.36+251507.858.1306825.25217SK179--11.914.81.2294------0.038LC1best----
634210969937035234.46+223007.858.1435922.50217HCG45815.7911.394.291.7664------0.047LC2best1.77--
635211127164035235.31+250104.758.1471325.01799BPL265--12.726.040.51570.3289----0.026LC1best----
636211171449035238.90+255025.658.1621225.84046HCG461--12.225.341.057------0.067LC1best----
637211093906035243.22+242758.758.1801224.46631BPL266--12.935.230.6929------0.04LC1best----
638211086444035244.46+242059.558.1852824.34988BPL268--13.135.460.4562------0.023LC1best----
639211141637035245.34+251647.458.1889425.27986DH76713.7810.523.155.00175.5025----0.052LC4best5.13--
640210919084035245.65+214120.158.1902521.68893DH768--11.965.01.1461------0.062LC1best----
641210920246035248.69+214228.358.2028821.70787HCG46014.7610.663.990.553------0.031LC1ok0.55--
642210971348035251.70+223133.058.2154522.52586HCG462--11.915.111.1077------0.025LC1best----
643210924735035253.00+214655.058.2208421.78196PELS06911.779.352.311.7525------0.055LC2best1.76--
644211124025035255.91+245741.958.2329824.96166BPL275--14.326.420.0925------0.055LC1best----
645210965731035256.95+222601.558.2373322.43376HCG46316.3211.574.641.29------0.023LC1best1.29--
646210880560035258.34+210520.358.2431221.08899DH774--12.555.70.4317------0.014LC1best----
647211150258035258.77+252619.358.2448825.4387BPL277--13.335.740.1714------0.024LC1best----
648211120561035259.13+245405.558.2464124.90153SK14514.5110.713.692.4861------0.085LC2best2.49--
649211130173035305.11+250415.758.2713325.07104HHJ13--13.856.20.4744------0.031LC1best----
650211168863035307.27+254721.658.2803125.78935HHJ53--13.35.970.2923------0.027LC1best----
651211068400035323.69+240354.258.3487424.06506PELS07111.49.441.854.0654.4836----0.05LC1best4.14--
652211128116035324.48+250207.158.3520425.03533HCG471--12.555.550.6341------0.01LC1best----
653210871940035331.55+205727.158.3814920.95754DH789--12.925.310.2773------0.022LC1best----
654211090925035340.95+242509.858.4206324.41939HCG47316.1311.584.448.5605------0.097LC4best----
655210863683035343.01+205000.658.4292420.83351DH79214.7810.763.912.7826------0.039LC2best----
656211048116035347.58+234431.058.4482623.74195HCG47417.6412.285.250.6775------0.014LC1best0.68--
657211177579035350.26+255752.558.4594325.96461PELS08311.059.31.643.29723.5489----0.017LC3best----
658210964780035352.82+222506.858.4700922.41857DH79412.159.412.636.3353------0.029LC4best----
659210840112035358.11+202849.658.4921620.48045DH79515.3810.924.350.4077------0.08LC1best----
660211101218035400.37+243450.058.5015524.58056BPL297--13.96.640.2184------0.065LC1best----
661211063361035400.69+235859.958.5028923.98333HHJ322--11.855.120.35021.8691----0.017LC1best----
662211085419035408.92+242001.158.5371924.33364AKIV31412.489.722.658.11929.6098----0.026LC2best----
663211143325035411.48+251843.058.5478425.31195HCG484--12.725.540.4729------0.027LC1best----
664210873256035413.51+205838.658.5563220.9774DH798--13.565.870.3425------0.018LC1best----
665211086170035415.59+242045.758.5649924.34605BPL307--13.716.230.1836------0.076LC1best----
666211153286035418.82+252943.058.5784525.49529DH80012.889.812.967.7415------0.071LC4best----
667211069011035421.59+240432.358.5899724.07564AK1A3179.758.421.220.8817------0.012LC1best----
668211041682035422.47+233812.258.5936323.63673HHJ21418.012.575.321.545------0.043LC2best1.55--
669211109330035425.02+244243.758.6042924.71214HCG487--12.765.990.17720.2005----0.037LC1best----
670211087059035425.24+242136.258.6051824.36008V1289Tau--9.091.850.6897------0.11LC1best----
671210899950035427.82+212323.158.6159521.38977PELS07810.959.181.664.5485.0317----0.021LC3best----
672211053776035427.95+235007.558.6164923.83542HCG48913.079.663.33.0576------0.052LC2best----
673211060762035428.10+235636.358.6171123.94344BPL313--13.755.990.3486------0.08LC1best----
674211084620035428.44+241916.158.6185224.32115DH80314.210.623.474.6203------0.035LC2best----
675211163008035433.60+254043.758.6400425.67881HCG49114.7210.374.240.66581.1915----0.051LC1best--27.0
676210931244035434.79+215302.158.6449721.88394HCG48815.5111.184.222.7745------0.014LC1best----
677211102300035439.11+243554.658.6629924.5985BPL315--13.776.090.2253------0.04LC1best----
678211128979035446.36+250259.458.693225.04984BPL317--13.345.520.40160.17770.1264--0.025LC1ok----
679211154974035446.52+253135.258.6938525.52645DH808--12.686.020.7217------0.027LC1best0.72--
680211100931035452.55+243434.458.7189924.57624HCG49513.179.833.238.798------0.046LC4best----
681211139534035458.02+251429.358.7417725.24149SK76--11.984.961.182------0.032LC1best----
682211069510035508.96+240502.858.7873524.08412SK65--11.894.931.828------0.048LC2best----
683210776021035513.62+193016.958.8067619.50472DH81316.7411.724.912.4272------0.014LC1best----
684210784223035515.73+193746.658.8155519.62963s4745026--9.983.120.2684------0.096LC2best----
685211139818035527.04+251446.158.8626925.24614BPL328--13.697.150.6542------0.034LC1best----
686211049922035529.00+234620.858.8708523.77245PELS19214.1210.593.423.0184------0.075LC2best----
687210879932035531.93+210446.258.8830721.07951PELS07911.049.171.765.5586------0.024LC3best----
688211062846035534.41+235828.558.8934123.97461DH818--13.265.50.5027------0.031LC1best----
689210892390035539.50+211622.058.9145921.2728s4868524--10.94.391.4066------0.037LC2best----
690211059650035548.72+235536.358.9530223.92677HCG50214.8110.444.262.9481------0.025LC2best----
691211142685035556.41+251800.258.9850525.30007HCG50416.7911.724.962.4597------0.034LC1best----
692210886244035557.53+211039.058.9897421.17752DH82316.8711.765.00.5959------0.026LC1best----
693211099297035558.38+243259.758.9932824.54994PELS11512.759.922.727.2256------0.078LC2best----
694210909923035604.52+213242.759.0188621.54522s4869367--11.165.250.47040.3891----0.024LC1best----
695210846442035611.31+203430.259.0471620.57508DH829--11.844.881.1199------0.032LC2best----
696211129571035611.37+250336.759.0474125.0602BPL334--14.237.040.8741------0.053LC1best----
697210877423035612.30+210227.059.0512721.04085AKV19810.798.971.715.39223.47021.64313.2680.016LC3best----
698211152884035615.79+252915.559.0658125.48765BPL335--12.685.810.4688------0.031LC1best----
699211062206035618.59+235751.959.0774623.96444SK2215.7411.284.351.1343------0.024LC1best----
700210882573035622.30+210717.159.0929321.12144DH831--12.025.110.6128------0.071LC2best----
701211116507035623.49+244956.759.0978824.83243HCG50814.1210.553.463.3228------0.095LC1best----
702210769047035623.92+192353.759.0996719.39828UGCSJ035623.92+192353.3--12.895.70.6439------0.019LC1best----
703211007344035624.98+230526.959.1040923.09081SK1715.311.084.1114.5813------0.06LC3best----
704211081949035625.92+241651.559.1080324.28099SK1815.0311.013.912.1138------0.053LC1ok2.12--
705211066413035628.90+240154.459.1204224.03178HHJ16517.912.645.150.4551------0.044LC1best0.46--
706210986927035647.79+224608.159.1991422.76893s5061696--10.723.5610.66781.0757----0.022LC2best----
707210804191035649.94+195549.659.2081119.93047----12.015.11.0307------0.062LC1best----
708211065006035716.84+240033.259.3201724.00923DH85112.799.942.747.2904------0.112LC3best----
709211141632035730.14+251646.959.3756225.27971----11.614.372.6829------0.031LC1best----
710210965709035731.99+222600.259.3833322.4334DH852--12.345.740.4095------0.013LC1best----
711211060969035733.05+235647.459.3877323.94652UGCSJ035733.06+235647.0--12.635.32.1843------0.026LC1best----
712211067702035733.30+240311.459.3887924.05319PELS16212.119.862.147.798------0.021LC4best----
713210996915035734.59+225532.759.3941422.92576DH85413.8810.643.138.9066------0.013LC4ok----
714211000740035735.25+225908.359.3968922.98566----11.655.050.9594------0.047LC2best----
715211059949035736.07+235552.459.4003123.93124HHJ43914.7810.773.91.6758------0.045LC2best----
716211140995035740.66+251604.359.4194425.26788DH85616.6411.824.711.4233------0.026LC1best----
717211147344035742.96+252306.959.4290325.38527HCG516--12.575.320.5421------0.051LC1best0.54--
718210947280035749.36+220831.359.4556822.14204HHJ7--13.96.60.8022------0.032LC1best----
719211057850035801.95+235354.859.5081523.89857HHJ84--13.075.70.3022------0.039LC1best----
720211065426035825.13+240058.859.6047224.01635HHJ220--12.495.340.6209------0.043LC1best----
721211006027035830.97+230413.059.6290723.07028HHJ60--13.136.030.2924------0.024LC1best----
722210980418035834.16+224011.459.6423622.66985DH867--13.05.910.6841------0.025LC1best----
723211129321035906.29+250320.159.7762525.05559HHJ36616.611.465.030.7786------0.026LC1ok----
724210967582035907.04+222748.559.7793522.46348UGCSJ035907.05+222748.1--12.55.80.2592------0.04LC2best----
725211082429035912.91+241718.659.8038124.28851DH873--12.845.480.5426------0.054LC1best----
726210791550035916.63+194427.559.8193319.74099UGCSJ035916.64+194427.1--12.695.470.3727------0.041LC1best----
727210974237035922.89+223416.859.845422.57136DH87514.3310.563.661.8839------0.025LC1best----
728210926194035926.91+214819.059.8621621.80528DH876--12.625.870.9536------0.026LC1best----
729211009416035927.52+230725.659.864723.12379DH87713.3810.133.140.4423------0.072LC1best----
730210892321035931.45+211618.859.8810521.2719DH879--11.845.00.7319------0.033LC1best----
731210932705035939.83+215428.159.9159621.90782----11.774.924.0454------0.056LC2best----
732210887995035942.65+211215.359.9277321.20427UGCSJ035942.66+211214.8--13.035.980.547------0.084LC1ok----
733210944157035959.84+220529.759.9993522.09159DH884--12.915.270.5733------0.019LC1ok----
734210940839040010.28+220217.460.0428422.03819DH888--12.525.390.5797------0.033LC1best----
735211127799040015.85+250146.560.0660525.0296----11.694.952.7078------0.029LC1best0.18--
736211029446040026.13+232617.760.1089123.43825DH891--11.965.530.4124------0.042LC1best----
737211030074040040.23+232654.260.1676623.44842UGCSJ040040.25+232653.8--12.795.890.1296------0.019LC1best----
738211013743040053.11+231138.060.2213223.19391PELS1739.68.491.01.39440.1069----0.001LC1best--36.7
739210833049040104.12+202221.760.2671920.3727DH89615.4710.914.455.3682------0.025LC1ok----
740210949562040111.35+221038.360.2973122.17732UGCSJ040111.36+221037.8--13.125.660.2419------0.024LC1best----
741211012609040113.97+231030.260.3082323.17506DH899--12.034.951.5063------0.097LC2best----
742210912544040126.03+213508.960.358521.58582DH900--12.265.21.1983------0.047LC1best----
743210948982040149.15+221005.460.4548322.16818DH901--12.245.180.5601------0.04LC1best----
744211000887040150.94+225915.960.4622522.98777UGCSJ040150.95+225915.5--13.877.050.2352------0.033LC1best----
745211110672040155.85+244402.660.4827124.73407UGCSJ040155.85+244402.3--12.355.420.5678------0.049LC1best0.57--
746211010517040234.77+230828.660.6448823.1413UGCSJ040234.77+230828.4--12.785.20.7557------0.556LC3best----
747211033935040249.96+233038.860.708223.51078DH904--12.064.891.1256------0.018LC1best----
748211057712040343.83+235347.360.9326323.8965DH909--12.25.730.27750.3514----0.03LC1best----
749211046826040349.55+234314.160.9564923.72061DH910--13.05.350.3081------0.017LC1ok----
750210839388040408.43+202809.861.0351520.46941s4830655--10.864.33.4652------0.021LC2best----
751210941338040434.78+220246.661.1449322.0463UGCSJ040434.79+220246.2--12.535.420.7516------0.011LC1best----
752210957703040513.70+221818.661.3071222.30519DH914--12.415.80.22520.2157----0.017LC1best----
753210975876040550.07+223554.261.4586322.59841UGCSJ040550.08+223553.8--12.534.9122.1411------0.067LC3ok----
754210977069040628.53+223700.061.618922.61669UGCSJ040628.54+223659.6--12.125.275.2158------0.024LC2best----
755210973624040629.97+223343.861.6248822.56219DH916--12.315.980.54440.7642----0.047LC2ok----
756210940618040656.02+220204.961.7334322.0347s5021891--10.834.251.4102------0.034LC1best----
757210875952040749.07+210105.761.9544921.01827----11.854.710.1537------0.023LC1best----
758211052320041003.79+234843.962.5158323.8122s5258893--10.923.976.7602------0.065LC4best----

In [5]:
a_tab2.write('../data/Rebull2016/a_tab2.csv', format='ascii.csv', overwrite=True)

The 759 element sample is the "Periodic Sample":

The subset of all high-confidence ("best") plus lower-confidence ("ok") members that are neither too bright nor too faint (6 < ${K}_{{\rm{s}}}$ < 14.5) and are found to be periodic by us in these K2 data.

The rows in this table are repeated in 2016b, table 2, but with some extra features.

Rebull et al. 2016b, Table 2:

Periods, Supporting Data, and Light Curve Categories for Periodic Pleiades


In [6]:
#! wget http://iopscience.iop.org/1538-3881/152/5/114/suppdata/ajaa2e05t2_mrt.txt
#! mv ajaa2e05t2_mrt.txt ../data/Rebull2016/

In [7]:
b_tab2 = ascii.read('../data/Rebull2016/ajaa2e05t2_mrt.txt')

In [8]:
b_tab2.show_in_notebook(display_length=5)


Out[8]:
<Table masked=True length=759>
idxEPICIAURAdegDEdegONameVmagKsmag(V-K)PPerSPerTPerQPerAmpMemPerddddmshchbeatcpeakrescresddscucloud
degdegmagmagmagddddmag
0210991540033149.84+225024.852.9576822.84023UGCSJ033149.85+225024.4--12.755.10.5749------0.059bestsinglenonononononononono
1211016313033207.85+231357.553.0327423.23265DH017--12.255.050.3193------0.056bestsinglenonononononononono
2211029135033237.80+232559.353.1575323.43315UGCSJ033237.82+232559.0--13.065.760.286------0.032bestsingleyesnononononononono
3211037397033242.30+233400.453.1762523.56679DH022--12.545.580.4990.3167----0.023bestmultinononononoyesnonono
4210946764033305.82+220803.253.2742722.13423PELS00411.369.431.825.766------0.011bestsinglenonoyesnononononono
5211002011033313.90+230023.253.3079323.00647PELS12311.989.672.27.64956.9112----0.028bestmultinononoyesyesyesnonono
6210997742033349.79+225620.053.4574822.93891DH031--13.295.210.3744------0.037oksinglenonononononononono
7210989751033419.35+224842.453.5806322.8118DH034--13.936.390.713------0.033bestsinglenonononononononono
8210943453033454.93+220446.653.728922.07963DH04016.1711.574.490.8275------0.021bestsingleyesnononononononono
9211051561033516.25+234758.153.8177523.7995DH044--13.195.810.4725------0.038bestsinglenonononononononono
10210990525033531.68+224925.053.8820322.82362PELS1249.868.541.212.79531.42053.3298--0.005bestmultinononoyesyesyesyesnono
11210966931033544.25+222710.053.9343922.45278DH047--12.024.81.8867------0.017oksinglenonononononononono
12210964488033546.39+222450.053.9433122.41391UGCSJ033546.40+222449.6--13.275.70.4939------0.026bestsinglenonononononononono
13210817078033548.22+200743.353.9509320.12871----11.965.150.6623------0.054oksinglenonononononononono
14211051975033611.05+234823.454.0460823.80651DH053--13.085.690.549------0.063bestsinglenonononononononono
15210977505033624.31+223725.654.1013322.62379DH05614.1410.563.4711.1805------0.015bestsinglenonoyesnononononono
16211065162033630.30+240043.954.1262624.01222PELS18912.269.92.257.551------0.035bestsinglenononoyesnonononono
17211010818033638.39+230844.454.1599623.14569DH060--13.275.840.304------0.036bestsinglenonononononononono
18210940129033644.10+220139.154.1837822.02753DH063--12.926.070.7270.7903----0.015bestmultiyesnonononoyesnonono
19211013159033716.51+231104.554.3188223.1846HHJ179--12.555.30.4487------0.03bestsingleyesnononononononono
20210960579033724.04+222103.554.350222.35098PELS0039.227.91.213.3876------0.011bestsinglenonoyesyesnonononono
21211013046033737.07+231058.154.4044823.18281UGCSJ033737.08+231057.8--12.815.330.358------0.063bestsinglenonononononononono
22210956678033741.34+221719.454.4222622.28872UGCSJ033741.35+221718.9--13.075.850.5602------0.029bestsinglenonononononononono
23211025925033756.40+232256.954.4850423.38248HHJ268--12.074.980.8969------0.013bestsinglenonononononononono
24210969800033822.58+222958.854.5940922.49969PELS01510.068.71.252.11162.2119----0.019bestmultinononoyesyesyesnonono
25211008438033823.37+230629.154.5974123.10811HHJ41815.2511.044.13.7479------0.032bestsinglenonononononononono
26210803812033910.20+195531.054.7925119.92528UGCSJ033910.21+195530.5--12.215.271.7999------0.013bestsinglenonononononononono
27211081065033932.31+241601.354.8846424.26705BPL2--12.25.240.72------0.034bestsinglenonononononononono
28211058468033942.71+235427.954.9279623.90776HCG2217.912.415.380.7734------0.039bestsinglenonononononononono
29210946466033944.17+220745.854.9340822.12941DH111--11.894.711.081------0.042bestsinglenonononononononono
30210979439033944.78+223915.554.936622.65432HHJ141--12.735.50.6961------0.016bestsinglenonononononononono
31211063235033946.33+235853.154.9430623.98144HHJ32416.8511.834.911.1377------0.058bestsinglenonononononononono
32211054634033947.97+235056.954.949923.84916HHJ29117.2311.835.290.38470.447----0.029bestmultiyesnonononoyesnonono
33211049486033950.66+234552.654.9611223.76463BPL7--13.55.970.5572------0.035bestsinglenonononononononono
34211077682033955.19+241254.354.9824.21509BPL8--13.455.90.3291------0.026bestsinglenonononononononono
35210978953034007.00+223847.655.0291722.64658HHJ11419.213.056.040.482------0.032bestsinglenonononononononono
36211077833034007.09+241303.655.0295824.21767DH126--13.545.840.4198------0.023bestsinglenonononononononono
37211088075034015.91+242231.655.0663224.37546BPL11--13.816.241.2224------0.052bestsinglenonononononononono
38211058381034018.84+235423.655.078523.90657UGCSJ034018.84+235423.3--12.775.250.6702------0.029bestsinglenonononononononono
39211070495034025.60+240600.255.106724.10008HHJ13518.4512.835.510.606------0.053bestsinglenonononononononoyes
40211069863034026.39+240523.855.1099724.08995SK778--11.694.90.7654------0.042bestsinglenonononononononono
41211079106034026.95+241414.455.112324.23736HHJ16917.9912.525.360.8235------0.11bestsinglenonononononononono
42211095259034030.72+242914.255.1280224.4873PELS01911.729.562.056.8132------0.022bestmultinononoyesyesnononono
43211036360034031.48+233302.455.1311923.55067SK77315.2311.064.062.337------0.018bestsinglenonoyesnononononono
44211044536034034.36+234057.355.1431823.68261PELS01210.99.151.644.54874.1646----0.018bestmultinononoyesyesyesnonono
45210872505034035.32+205756.955.1471720.96581DH14615.9811.34.570.534------0.077bestsinglenonononononononono
46211029757034039.44+232635.155.1643623.44309DH147--14.046.490.3274------0.045bestsinglenonononononononono
47210888723034049.38+211255.655.2057721.21546DH152--12.495.553.7501------0.057bestsingleyesnononononononono
48211028209034050.42+232506.455.2101223.41846AK1B03810.89.121.574.395------0.039bestmultinonoyesyesyesnononono
49210854098034051.06+204117.655.2127620.68823DH155--13.716.080.3451------0.045bestsinglenonononononononono
50211039307034051.26+233554.355.2135923.59843DH15612.7910.082.68.3247------0.085bestsinglenonoyesnononononono
51211078393034100.38+241335.255.2516124.22646BPL17--12.945.560.5214------0.034bestsinglenonononononononono
52211046948034102.97+234321.655.262423.72269HCG45--12.05.01.4556------0.069bestsinglenonononononononono
53211053922034105.21+235015.355.2717323.83759BPL19--13.765.910.3446------0.036bestsinglenonononononononono
54210865020034113.48+205117.255.3061920.8548UGCSJ034113.49+205117.2--11.244.2113.0526------0.016bestsinglenonononononononono
55211026087034113.79+232305.855.3074923.38495DH16614.0510.633.3110.0234------0.025oksinglenonoyesnononononono
56211055424034119.34+235142.155.3305923.86172HCG48--12.785.620.4252------0.023bestsinglenonononononononono
57211089510034122.43+242351.855.3434724.39775DH169--13.355.880.3226------0.026bestsinglenonononononononono
58211059880034122.87+235548.255.3453323.93007HCG49--12.345.210.7308------0.093bestsinglenonononononononono
59210940436034123.45+220154.255.3477222.03174UGCSJ034123.46+220153.9--12.546.010.7453------0.053bestsinglenonononononononono
60211018106034125.95+231536.155.3581523.26003UGCSJ034125.96+231535.8--12.825.490.5384------0.038bestsinglenonononononononono
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668211041682035422.47+233812.258.5936323.63673HHJ21418.012.575.321.545------0.043bestsinglenonononononononono
669211109330035425.02+244243.758.6042924.71214HCG487--12.765.990.17720.2005----0.037bestmultiyesnonononoyesnonono
670211087059035425.24+242136.258.6051824.36008V1289Tau--9.091.850.6897------0.11bestsinglenonononononononono
671210899950035427.82+212323.158.6159521.38977PELS07810.959.181.664.5485.0317----0.021bestmultinononoyesyesyesnonono
672211053776035427.95+235007.558.6164923.83542HCG48913.079.663.33.0576------0.052bestmultinonoyesyesyesnononono
673211060762035428.10+235636.358.6171123.94344BPL313--13.755.990.3486------0.08bestsinglenonononononononono
674211084620035428.44+241916.158.6185224.32115DH80314.210.623.474.6203------0.035bestmultiyesyesyesyesyesnononono
675211163008035433.60+254043.758.6400425.67881HCG49114.7210.374.240.66581.1915----0.051bestmultinononoyesnonoyesnono
676210931244035434.79+215302.158.6449721.88394HCG48815.5111.184.222.7745------0.014bestsinglenonononononononono
677211102300035439.11+243554.658.6629924.5985BPL315--13.776.090.2253------0.04bestsingleyesnononononononono
678211128979035446.36+250259.458.693225.04984BPL317--13.345.520.40160.17770.1264--0.025okmultinononononoyesnonono
679211154974035446.52+253135.258.6938525.52645DH808--12.686.020.7217------0.027bestsinglenonononononononono
680211100931035452.55+243434.458.7189924.57624HCG49513.179.833.238.798------0.046bestsinglenonoyesnononononono
681211139534035458.02+251429.358.7417725.24149SK76--11.984.961.182------0.032bestsinglenonononononononono
682211069510035508.96+240502.858.7873524.08412SK65--11.894.931.828------0.048bestsinglenonononononononono
683210776021035513.62+193016.958.8067619.50472DH81316.7411.724.912.4272------0.014bestsinglenonononononononono
684210784223035515.73+193746.658.8155519.62963s4745026--9.983.120.2684------0.096bestsinglenonononononononono
685211139818035527.04+251446.158.8626925.24614BPL328--13.697.150.6542------0.034bestsinglenonononononononono
686211049922035529.00+234620.858.8708523.77245PELS19214.1210.593.423.0184------0.075bestsinglenonoyesnononononono
687210879932035531.93+210446.258.8830721.07951PELS07911.049.171.765.5586------0.024bestmultinononoyesyesnononono
688211062846035534.41+235828.558.8934123.97461DH818--13.265.50.5027------0.031bestsinglenonononononononono
689210892390035539.50+211622.058.9145921.2728s4868524--10.94.391.4066------0.037bestsinglenonononononononono
690211059650035548.72+235536.358.9530223.92677HCG50214.8110.444.262.9481------0.025bestmultiyesyesyesyesyesnononono
691211142685035556.41+251800.258.9850525.30007HCG50416.7911.724.962.4597------0.034bestsinglenonononononononono
692210886244035557.53+211039.058.9897421.17752DH82316.8711.765.00.5959------0.026bestsinglenonononononononono
693211099297035558.38+243259.758.9932824.54994PELS11512.759.922.727.2256------0.078bestsinglenonoyesnononononono
694210909923035604.52+213242.759.0188621.54522s4869367--11.165.250.47040.3891----0.024bestmultinononononoyesnonono
695210846442035611.31+203430.259.0471620.57508DH829--11.844.881.1199------0.032bestsinglenonononononononono
696211129571035611.37+250336.759.0474125.0602BPL334--14.237.040.8741------0.053bestsinglenonononononononono
697210877423035612.30+210227.059.0512721.04085AKV19810.798.971.715.39223.47021.64313.2680.016bestmultinononoyesyesyesnonono
698211152884035615.79+252915.559.0658125.48765BPL335--12.685.810.4688------0.031bestsinglenonononononononono
699211062206035618.59+235751.959.0774623.96444SK2215.7411.284.351.1343------0.024bestsinglenonononononononono
700210882573035622.30+210717.159.0929321.12144DH831--12.025.110.6128------0.071bestsinglenonononononononono
701211116507035623.49+244956.759.0978824.83243HCG50814.1210.553.463.3228------0.095bestsinglenonononononononono
702210769047035623.92+192353.759.0996719.39828UGCSJ035623.92+192353.3--12.895.70.6439------0.019bestsinglenonononononononono
703211007344035624.98+230526.959.1040923.09081SK1715.311.084.1114.5813------0.06bestsingleyesyesyesnononononono
704211081949035625.92+241651.559.1080324.28099SK1815.0311.013.912.1138------0.053oksinglenonononononononono
705211066413035628.90+240154.459.1204224.03178HHJ16517.912.645.150.4551------0.044bestsinglenonononononononono
706210986927035647.79+224608.159.1991422.76893s5061696--10.723.5610.66781.0757----0.022bestmultinononoyesnonoyesnono
707210804191035649.94+195549.659.2081119.93047----12.015.11.0307------0.062bestsingleyesnononononononono
708211065006035716.84+240033.259.3201724.00923DH85112.799.942.747.2904------0.112bestsinglenonoyesnononononono
709211141632035730.14+251646.959.3756225.27971----11.614.372.6829------0.031bestsinglenonononononononono
710210965709035731.99+222600.259.3833322.4334DH852--12.345.740.4095------0.013bestsingleyesnononononononono
711211060969035733.05+235647.459.3877323.94652UGCSJ035733.06+235647.0--12.635.32.1843------0.026bestsinglenonononononononono
712211067702035733.30+240311.459.3887924.05319PELS16212.119.862.147.798------0.021bestmultinononoyesyesnononono
713210996915035734.59+225532.759.3941422.92576DH85413.8810.643.138.9066------0.013okmultinononoyesyesnononono
714211000740035735.25+225908.359.3968922.98566----11.655.050.9594------0.047bestsinglenonononononononono
715211059949035736.07+235552.459.4003123.93124HHJ43914.7810.773.91.6758------0.045bestsinglenonoyesnononononono
716211140995035740.66+251604.359.4194425.26788DH85616.6411.824.711.4233------0.026bestsinglenonononononononono
717211147344035742.96+252306.959.4290325.38527HCG516--12.575.320.5421------0.051bestsinglenonononononononono
718210947280035749.36+220831.359.4556822.14204HHJ7--13.96.60.8022------0.032bestsinglenonononononononono
719211057850035801.95+235354.859.5081523.89857HHJ84--13.075.70.3022------0.039bestsinglenonononononononono
720211065426035825.13+240058.859.6047224.01635HHJ220--12.495.340.6209------0.043bestsinglenonononononononono
721211006027035830.97+230413.059.6290723.07028HHJ60--13.136.030.2924------0.024bestsinglenonononononononono
722210980418035834.16+224011.459.6423622.66985DH867--13.05.910.6841------0.025bestsinglenonononononononono
723211129321035906.29+250320.159.7762525.05559HHJ36616.611.465.030.7786------0.026oksinglenonononononononono
724210967582035907.04+222748.559.7793522.46348UGCSJ035907.05+222748.1--12.55.80.2592------0.04bestsinglenonononononononono
725211082429035912.91+241718.659.8038124.28851DH873--12.845.480.5426------0.054bestsinglenonononononononono
726210791550035916.63+194427.559.8193319.74099UGCSJ035916.64+194427.1--12.695.470.3727------0.041bestsinglenonononononononono
727210974237035922.89+223416.859.845422.57136DH87514.3310.563.661.8839------0.025bestsinglenonoyesnononononono
728210926194035926.91+214819.059.8621621.80528DH876--12.625.870.9536------0.026bestsinglenonononononononono
729211009416035927.52+230725.659.864723.12379DH87713.3810.133.140.4423------0.072bestsinglenonoyesnononononono
730210892321035931.45+211618.859.8810521.2719DH879--11.845.00.7319------0.033bestsinglenonononononononono
731210932705035939.83+215428.159.9159621.90782----11.774.924.0454------0.056bestsinglenonononononononono
732210887995035942.65+211215.359.9277321.20427UGCSJ035942.66+211214.8--13.035.980.547------0.084oksinglenonononononononono
733210944157035959.84+220529.759.9993522.09159DH884--12.915.270.5733------0.019oksinglenonononononononono
734210940839040010.28+220217.460.0428422.03819DH888--12.525.390.5797------0.033bestsingleyesnononononononono
735211127799040015.85+250146.560.0660525.0296----11.694.952.7078------0.029bestsinglenonononononononono
736211029446040026.13+232617.760.1089123.43825DH891--11.965.530.4124------0.042bestsinglenonononononononono
737211030074040040.23+232654.260.1676623.44842UGCSJ040040.25+232653.8--12.795.890.1296------0.019bestsinglenonononononononono
738211013743040053.11+231138.060.2213223.19391PELS1739.68.491.01.39440.1069----0.001bestmultiyesnononononoyesnono
739210833049040104.12+202221.760.2671920.3727DH89615.4710.914.455.3682------0.025oksinglenonononononononono
740210949562040111.35+221038.360.2973122.17732UGCSJ040111.36+221037.8--13.125.660.2419------0.024bestsinglenonononononononono
741211012609040113.97+231030.260.3082323.17506DH899--12.034.951.5063------0.097bestsinglenonononononononono
742210912544040126.03+213508.960.358521.58582DH900--12.265.21.1983------0.047bestsinglenonononononononono
743210948982040149.15+221005.460.4548322.16818DH901--12.245.180.5601------0.04bestsinglenonononononononono
744211000887040150.94+225915.960.4622522.98777UGCSJ040150.95+225915.5--13.877.050.2352------0.033bestsinglenonononononononono
745211110672040155.85+244402.660.4827124.73407UGCSJ040155.85+244402.3--12.355.420.5678------0.049bestsinglenonononononononono
746211010517040234.77+230828.660.6448823.1413UGCSJ040234.77+230828.4--12.785.20.7557------0.556bestsinglenonononononononono
747211033935040249.96+233038.860.708223.51078DH904--12.064.891.1256------0.018bestsinglenonononononononono
748211057712040343.83+235347.360.9326323.8965DH909--12.25.730.27750.3514----0.03bestmultinononononoyesnonoyes
749211046826040349.55+234314.160.9564923.72061DH910--13.05.350.3081------0.017oksinglenonononononononono
750210839388040408.43+202809.861.0351520.46941s4830655--10.864.33.4652------0.021bestsinglenonononononononono
751210941338040434.78+220246.661.1449322.0463UGCSJ040434.79+220246.2--12.535.420.7516------0.011bestsinglenonononononononono
752210957703040513.70+221818.661.3071222.30519DH914--12.415.80.22520.2157----0.017bestmultinononononoyesnonono
753210975876040550.07+223554.261.4586322.59841UGCSJ040550.08+223553.8--12.534.9122.1411------0.067oksinglenonononononononono
754210977069040628.53+223700.061.618922.61669UGCSJ040628.54+223659.6--12.125.275.2158------0.024bestsingleyesnononononononono
755210973624040629.97+223343.861.6248822.56219DH916--12.315.980.54440.7642----0.047okmultinononononoyesnonono
756210940618040656.02+220204.961.7334322.0347s5021891--10.834.251.4102------0.034bestsingleyesnononononononono
757210875952040749.07+210105.761.9544921.01827----11.854.710.1537------0.023bestsinglenonononononononono
758211052320041003.79+234843.962.5158323.8122s5258893--10.923.976.7602------0.065bestsinglenonoyesnononononono

In [9]:
b_tab2.write('../data/Rebull2016/b_tab2.csv', format='ascii.csv', overwrite=True)

Rebull 2016b Table 7. Online Cross-identifications list


In [10]:
#! wget http://iopscience.iop.org/1538-3881/152/5/113/suppdata/ajaa2e04t7_mrt.txt
#! mv ajaa2e04t7_mrt.txt ../data/Rebull2016/

In [11]:
b_tab7 = ascii.read('../data/Rebull2016/ajaa2e04t7_mrt.txt')

The last column is a string of references, which can be pretty long. Let's ignore it for better display.


In [12]:
b_tab7.show_in_notebook(display_length=5)


Out[12]:
<Table masked=True length=1020>
idxEPICNameHIIHCGHHJPELSDHSRSBPLSKTrWCZSimbadLodieuBouy2MASSf_2MASS
0210979798s5035799--------------------HAT259-08036--J032928.09+223936.003292808+2239363--
1210978791DH010--------DH010----------DH10033008.28+223838.2J033008.28+223838.203300826+2238389--
2211004869DH012--------DH012----------DH12033035.39+230307.8J033035.39+230308.003303537+2303084--
3210784603s3289407------------------------J033103.58+193804.603310357+1938051--
4210991540UGCSJ033149.85+225024.4--------------------UGCSJ033149.85+225024.4033149.85+225024.5J033149.86+225024.403314984+2250248--
5210899735--------------------------J033202.37+212310.303320235+2123108--
6211016313DH017--------DH017----------DH17033207.86+231357.2J033207.88+231357.103320786+2313575--
7210904850UGCSJ033211.55+212755.7--------------------UGCSJ033211.55+212755.7033211.54+212755.6J033211.55+212755.703321153+2127561--
8210967871DH019--------DH019----------DH19033228.30+222806.3J033228.29+222806.203322828+2228065--
9211029135UGCSJ033237.82+232559.0--------------------UGCSJ033237.82+232559.0033237.81+232559.0J033237.82+232559.003323780+2325593--
10211037397DH022--------DH022----------DH22033242.30+233400.0J033242.31+233400.103324230+2334004--
11210946764PELS004------PELS004DH026----------AK2131--J033305.84+220803.003330582+2208032--
12210971138DH027--------DH027----------DH27033310.50+223118.9J033310.50+223118.903331049+2231193--
13211002011PELS123------PELS123DH028----------AK2138--J033313.91+230023.003331390+2300233--
14210909681s4679029------------------------J033326.47+213229.603332645+2132298--
15210960667DH029--------DH029----------DH29033339.00+222108.4J033339.00+222108.603333899+2221089--
16210997742DH031--------DH031----------DH31033349.80+225619.6J033349.81+225619.603334979+2256201--
17210989751DH034--------DH034----------DH34033419.37+224842.1J033419.37+224842.203341935+2248424--
18210943453DH040--------DH040----------DH40033454.95+220446.1J033454.95+220446.403345493+2204466--
19211051561DH044--------DH044----------DH44033516.27+234757.8J033516.28+234757.703351626+2347582--
20211029507DH045--------DH045----------DH45033518.76+232620.6J033518.76+232620.703351874+2326211--
21210990525PELS124------PELS124------------HIP16753--J033531.70+224924.603353168+2249250--
22210966931DH047--------DH047----------DH47033544.27+222709.6J033544.27+222709.803354425+2227100--
23210964488UGCSJ033546.40+222449.6--------------------UGCSJ033546.40+222449.6033546.41+222449.7J033546.41+222449.803354639+2224500--
24210817078--------------------------J033548.25+200742.803354822+2007433--
25211051975DH053--------DH053----------DH53033611.06+234823.0J033611.08+234822.903361106+2348234--
26210931896AKII293--------------------AKII-293--J033617.64+215338.803361762+2153391--
27210977505DH056--------DH056----------DH56--J033624.35+223725.303362432+2237256--
28210953848DH057--------DH057----------DH57033626.16+221445.3J033626.17+221445.403362615+2214457--
29210820939UGCSJ033629.05+201119.6--------------------UGCSJ033629.05+201119.6033629.05+201119.6J033629.05+201119.503362903+2011199--
30211065162PELS189------PELS189DH059----------DH59--J033630.32+240043.503363030+2400440--
31211010818DH060--HCG5----DH060----------DH60033638.39+230844.1J033638.40+230844.103363839+2308444--
32210940129DH063--------DH063----------DH63033644.11+220138.7J033644.12+220138.603364410+2201391--
33211018285DH065--------DH065----------DH65--J033652.53+231545.003365252+2315453--
34211013159HHJ179----HHJ179--DH069----------DH69033716.52+231104.1J033716.53+231104.203371651+2311045--
35210960579PELS003------PELS003--------TrS19--HD22444--J033724.05+222103.303372404+2221035--
36211013046UGCSJ033737.08+231057.8--------------------UGCSJ033737.08+231057.8033737.09+231057.7J033737.08+231057.803373707+2310581--
37210956678UGCSJ033741.35+221718.9--------------------UGCSJ033741.35+221718.9033741.35+221718.9J033741.36+221718.803374134+2217194--
38210833806UGCSJ033753.25+202301.2--------------------UGCSJ033753.25+202301.2033753.26+202301.2J033753.26+202301.203375323+2023017--
39211025925HHJ268----HHJ268--DH080----------DH80033756.41+232256.6J033756.42+232256.603375641+2322569--
40210969800PELS015------PELS015------------BD+22521--J033822.59+222958.503382258+2229589--
41211008438HHJ418----HHJ418--DH085----------DH85--J033823.39+230628.803382337+2306292--
42210803812UGCSJ033910.21+195530.5--------------------UGCSJ033910.21+195530.5033910.21+195530.6J033910.22+195530.503391020+1955310--
43211067166BPL1------------BPL1------BPL1033922.07+240239.0J033922.07+240239.203392206+2402392--
44210813780DH106--------DH106----------DH106033931.49+200440.4J033931.49+200440.403393147+2004407--
45211081065BPL2--HCG21----DH107--BPL2------V*V597Tau033932.32+241601.0J033932.32+241601.003393231+2416014--
46211071563HHJ407----HHJ407--DH108SRS92490--------DH108033935.46+240706.0J033935.46+240706.203393545+2407063--
47210804289UGCSJ033937.75+195553.3--------------------UGCSJ033937.75+195553.3033937.75+195553.2J033937.76+195553.403393775+1955537--
48211058468HCG22--HCG22HHJ230--DH109--BPL3------V*V489Tau033942.71+235427.6J033942.71+235427.803394271+2354279--
49210946466DH111--------DH111SRS92992--------DH111033944.18+220745.5J033944.19+220745.603394418+2207458--
50210979439HHJ141----HHJ141--DH112----------DH112033944.78+223915.3J033944.79+223915.403394478+2239155--
51211063235HHJ324----HHJ324--DH113SRS91099BPL4------DH113033946.34+235852.8J033946.34+235853.003394633+2358531--
52211054634HHJ291----HHJ291--DH115SRS91145BPL5------DH115033947.99+235056.6J033947.98+235056.803394797+2350570--
53211049486BPL7--------DH118--BPL7------DH118033950.68+234552.3J033950.67+234552.403395067+2345526--
54211077682BPL8------------BPL8------MHO2033955.20+241254.1J033955.20+241254.303395520+2412543--
55210978953HHJ114----HHJ114--------------HHJ114034007.01+223847.5J034007.00+223847.503400700+2238477--
56211077833DH126----HHJ38--DH126--BPL10------DH126034007.11+241303.2J034007.11+241303.303400709+2413036--
57211088075BPL11------------BPL11------BPL11034015.92+242231.2J034015.93+242231.203401591+2422316--
58211058381UGCSJ034018.84+235423.3--------------------UGCSJ034018.84+235423.3034018.85+235423.2J034018.85+235423.303401884+2354236--
59211070495HHJ135----HHJ135--DH138--BPL13------DH138034025.61+240600.0J034025.62+240600.103402560+2406003--
60211069863SK778----HHJ338--DH139SRS89521BPL14SK778----SK778034026.40+240523.4J034026.40+240523.703402639+2405238--
61211079106HHJ169----HHJ169--DH140--BPL15------DH140034026.94+241414.2J034026.96+241414.303402695+2414144--
62211036390SK775--------------SK775----SK775--J034029.59+233304.003402958+2333040--
63211095259PELS019------PELS019DH141SRS89384--------DH141--J034030.72+242914.303403072+2429143--
64211036360SK773--------DH143SRS89703--SK773----DH143034031.50+233302.0J034031.50+233302.203403148+2333024--
65211044536PELS012------PELS012DH145SRS89664--------DH145--J034034.37+234057.203403436+2340574--
66210872505DH146--------DH146----------DH146034035.33+205756.5J034035.33+205756.503403532+2057569--
67211029757DH147--------DH147----------DH147034039.46+232634.8J034039.46+232634.803403944+2326351--
68211056396BPL16------------BPL16------BPL16034047.27+235235.9J034047.28+235236.103404727+2352361--
69210888723DH152--------DH152----------DH152034049.39+211255.2J034049.40+211255.303404938+2112556--
70211028209AK1B038--------DH154SRS88237--------SRS88237--J034050.44+232506.303405042+2325064--
71210854098DH155--------DH155----------DH155034051.07+204117.1J034051.07+204117.303405106+2041176--
72211039307DH156--------DH156SRS88159--------DH156--J034051.27+233554.303405126+2335543--
73211078393BPL17------------BPL17------BPL17034100.38+241335.0J034100.39+241335.103410038+2413352--
74211046948HCG45--HCG45HHJ290--DH163SRS86580BPL18SK749----V*V603Tau034102.99+234321.3J034102.99+234321.503410297+2343217--
75211053922BPL19------------BPL19------BPL19034105.22+235014.8J034105.22+235015.103410521+2350153--
76210865020UGCSJ034113.49+205117.2--------------------UGCSJ034113.49+205117.2034113.49+205117.2J034113.50+205117.103411348+2051175--
77211026087DH166--------DH166SRS86696--------DH166--J034113.81+232305.503411379+2323058--
78210822691AKII465--------------------AKII-465--J034114.25+201253.303411425+2012535--
79211055424HCG48--HCG48----DH167----------V*V734Tau034119.34+235141.6J034119.35+235141.703411934+2351422--
80211089510DH169--------DH169----------DH169034122.44+242351.6J034122.44+242351.703412243+2423519--
81211059880HCG49--HCG49HHJ233--DH170SRS84957BPL20SK730----V*V493Tau034122.87+235548.1J034122.88+235548.103412288+2355482--
82210940436UGCSJ034123.46+220153.9--------------------UGCSJ034123.46+220153.9034123.47+220153.9J034123.47+220154.003412345+2201542--
83211080227DH172--------DH172----------DH172034124.65+241513.8J034124.64+241514.003412463+2415140--
84211018106UGCSJ034125.96+231535.8--------------------UGCSJ034125.96+231535.8034125.97+231535.7J034125.97+231535.603412595+2315361--
85211010041DH174--------DH174----------DH174034126.35+230802.6J034126.36+230802.703412635+2308029--
86211065494SK729----HHJ340--DH175SRS84938BPL21SK729----DH175034126.89+240102.3J034126.88+240102.403412688+2401025--
87211046102AK1B055--------DH176SRS85016--------DH176--J034127.84+234229.703412782+2342300--
88211098750BPL22------------BPL22------BPL22034129.70+243226.4J034129.70+243226.603412969+2432266tm6x
89211067927HHJ90----HHJ90--DH177--BPL23------DH177034131.20+240324.6J034131.20+240324.903413118+2403249tm6x
90211075945BPL24------------BPL24------BPL24034133.76+241118.7J034133.76+241118.703413376+2411186tm6x
91211013858HHJ12----HHJ12--------------HHJ12034133.89+231144.9J034133.90+231144.803413388+2311451tm6x
92211041753DH180--------DH180----------DH180034134.80+233815.6J034134.79+233815.703413478+2338158tm6x
93211088777BPL25------------BPL25------BPL25034138.81+242309.2J034138.81+242309.203413879+2423094tm6x
94211073598HHJ176----HHJ176--DH183----------DH183034138.87+221640.2J034138.86+221640.303413885+2216405--
95211049396SK724--------DH184SRS85001--SK724----DH184--J034139.59+234546.903413957+2345471tm6x
96211059010HHJ6----HHJ6------BPL26------STAR5034142.41+235457.0J034142.41+235457.203414240+2354574tm6x
97211002985UGCSJ034146.65+230119.6--------------------UGCSJ034146.65+230119.6034146.66+230119.5J034146.67+230119.603414664+2301198--
98211005163HHJ58----HHJ58--------------HHJ58--J034148.96+230323.503414895+2303235tm6x
99211084813BPL27------------BPL27------BPL27034151.49+241927.2J034151.50+241927.303415149+2419275tm6x
100211071863DH191----HHJ108--DH191--BPL29------DH191034152.93+240724.7J034152.94+240724.803415293+2407250tm6x
101211030680DH193--------DH193SRS83503--------DH193--J034153.67+232728.603415366+2327288tm6x
102211063081BPL30------------BPL30------BPL30034156.71+235843.2J034156.72+235843.303415671+2358434tm6x
103211043645SRS83446--------------------SRS83446034157.73+234005.8J034157.74+234005.903415773+2340061tm6x
104210998478HCG66--HCG66HHJ312--DH196SRS83682--------V*V432Tau034158.66+225701.6J034158.65+225701.903415864+2257020--
105211046046SK709----------SRS83429--SK709----SK709--J034158.68+234226.403415867+2342264tm6x
106211074799BPL32------------BPL32------BPL32034200.36+241012.6J034200.37+241012.803420036+2410129tm6x
107211077349HCG63--HCG63HHJ350--DH203SRS83255BPL33SK703----V*V497Tau034202.87+241236.0J034202.87+241236.203420286+2412363tm6x
108211059979HCG64--HCG64HHJ406--DH204SRS83347BPL34SK704----V*V727Tau034202.93+235553.6J034202.93+235553.903420291+2355538tm6x
109211098454SK701----HHJ354--DH205SRS83153BPL35SK701----DH205034203.30+243213.3J034203.30+243213.303420329+2432134tm6x
110211038660SK699----HHJ384--DH212SRS83469--SK699----DH212034208.83+233516.8J034208.84+233517.003420883+2335171tm6x
111211069615HCG68--HCG68HHJ396--DH214SRS83296--SK697----V*LMTau034210.92+240508.4J034210.92+240508.503421090+2405086tm6x
112211084148BPL36----HHJ34------BPL36------BPL36034213.49+241849.6J034213.49+241849.803421347+2418498tm6x
113210832378DH216--------DH216----------DH216034213.90+202143.5J034213.90+202143.603421388+2021440--
114211013627HHJ109----HHJ109--------------HHJ109034215.36+231130.9J034215.36+231131.203421536+2311311tm6x
115211071431HHJ129----HHJ129--DH217--BPL37------DH217034217.89+240657.5J034217.90+240657.703421789+2406578tm6x
116211063756SK687----HHJ437--------SK687----HHJ437034218.88+235921.9J034218.88+235922.103421886+2359222--
117211106429HCG71--HCG71----DH218SRS81609--------V*V500Tau--J034221.54+243952.703422153+2439527tm6x
118210905362PELS035------PELS035--------TrS42--BD+21504--J034224.00+212824.603422399+2128245--
119211055359HHJ49----HHJ49--DH221--BPL38------DH221034226.27+235138.4J034226.27+235138.803422626+2351386tm6x
120210994935HCG75--HCG75----DH222SRS82124--SK684----V*V502Tau--J034226.30+225340.403422628+2253408--
121211078992HCG73--HCG73HHJ262--DH223SRS81752BPL39SK680----V*LNTau034226.28+241407.6J034226.30+241407.703422627+2414078tm6x
122210974364HCG76--HCG76HHJ294--DH224SRS82240--SK685----V*V612Tau034227.30+223424.5J034227.31+223424.503422730+2234248--
123210848775UGCSJ034227.84+203634.5--------------------UGCSJ034227.84+203634.5034227.85+203634.4J034227.85+203634.603422784+2036350--
124210988354HCG77--HCG77----DH228SRS82164--SK681----V*V613Tau034229.42+224725.9J034229.43+224725.703422941+2247261--
125210862226DH229--------DH229----------DH229034229.70+204839.5J034229.71+204839.603422970+2048400--
126211075627DH231--------DH231--BPL40------DH231034233.96+241100.4J034233.97+241100.803423396+2411008--
127211025007HCG79--HCG79HHJ241--DH232SRS80457--------V*V433Tau034236.26+232204.6J034236.26+232204.703423626+2322048tm6x
128210774619UGCSJ034238.21+192857.4--------------------UGCSJ034238.21+192857.4034238.22+192857.3J034238.22+192857.403423821+1928578--
129210776306s4713435------------------------J034239.94+193031.203423992+1930317--
130211063744HCG80--HCG80HHJ409--DH234SRS80263--SK673----V*LOTau034240.22+235921.5J034240.22+235921.603424022+2359217tm6x
131211066186HCG82--HCG82HHJ115--DH235--BPL41------V*LQTau034241.17+240142.7J034241.17+240142.803424117+2401430tm6x
132211064722BPL42--------DH236SRS80257BPL42------DH236034241.84+240015.5J034241.85+240015.703424184+2400158tm6x
133211076650SK671----------SRS80198--SK671----SK671--J034241.90+241158.003424189+2411583tm6x
134211023167HCG86--HCG86----DH238SRS80463--SK674----V*V504Tau034242.41+232021.5J034242.40+232021.403424239+2320218tm6x
135211008237HHJ119----HHJ119--DH240----------DH240034244.36+230616.0J034244.36+230616.103424436+2306164tm6x
136211062604BPL43--------DH241--BPL43--------034244.46+235815.2J034244.46+235815.203424445+2358156tm6x
137211053031HHJ52----HHJ52------BPL44------BPL44034245.65+234922.5J034245.65+234922.603424564+2349229tm6x
138211068507BPL45------------BPL45------BPL45034248.17+240401.2J034248.17+240401.203424815+2404015tm6x
139211038211HHJ153----HHJ153--DH242----------DH242034248.90+233448.3J034248.91+233448.503424890+2334487tm6x
140211074858SK663--------DH243SRS80212BPL46SK663----SRS80212034249.10+241015.3J034249.11+241015.503424910+2410156tm6x
141211010807UGCSJ034251.68+230843.6--------------------UGCSJ034251.68+230843.6034251.67+230843.6J034251.67+230843.803425167+2308440tm6x
142211095624HII25HII25--------SRS80096----TrR11--HD23061--J034255.12+242934.903425511+2429350--
143211069418HCG93--HCG93HHJ401--DH245SRS80239BPL48SK658----V*LTTau034256.54+240457.7J034256.54+240457.903425653+2404581tm6x
144211078565HCG92--HCG92--------BPL47------BPL47034256.57+241345.4J034256.56+241345.603425655+2413457tm6x
145210822528DH247--------DH247----------DH247034258.60+201244.9J034258.59+201245.003425859+2012452--
146210995339PELS030------PELS030DH248SRS80570--------2MASSJ03425921+2254033--J034259.22+225403.203425921+2254033--
147210965155DH249--------DH249SRS79117--------DH249--J034259.76+222526.903425975+2225273--
148211110493BPL49------------BPL49------2MASSJ03430016+2443525034300.17+244352.2J034300.17+244352.503430016+2443525tm6x
149211079830BPL50------------BPL50------BPL50034301.26+241452.1J034301.26+241452.503430124+2414524tm6x
150211106743HII34HII34------DH250SRS78435--------V*V810Tau--J034302.95+244010.803430293+2440110--
151210989020HCG101--HCG101HHJ428--DH251SRS79015--------V*V435Tau034304.19+224803.3J034304.20+224803.203430418+2248035--
152210876759UGCSJ034305.73+210149.1--------------------UGCSJ034305.73+210149.1034305.72+210149.1J034305.74+210149.103430571+2101494--
153210957162HHJ18----HHJ18--------------HHJ18034306.49+221749.2J034306.50+221749.303430649+2217494--
154211108136HCG100--HCG100----DH254SRS78429BPL51SK654----V*LUTau034309.74+244132.7J034309.75+244132.903430974+2441329tm6x
155211071351HHJ71----HHJ71------BPL52------BPL52034311.64+240652.4J034311.64+240652.503431164+2406526tm6x
156211111400HCG102--HCG102HHJ328--DH255SRS78406BPL53SK653----V*V509Tau034312.11+244445.0J034312.12+244445.403431211+2444453tm6x
157211105839HCG103--HCG103HHJ395--DH256SRS78437BPL54SK652----V*LVTau034313.07+243919.2J034313.07+243919.403431306+2439194tm6x
158211072832BPL55------------BPL55------BPL55034313.91+240820.1J034313.90+240820.203431390+2408202tm6x
159211053678HHJ206----HHJ206--DH258SRS78715BPL56SK651----DH258034316.61+235001.4J034316.60+235001.603431659+2350018tm6x
160210817106UGCSJ034318.74+200744.3--------------------UGCSJ034318.74+200744.3034318.75+200744.4J034318.75+200744.503431873+2007448--
161210988056HCG110--HCG110HHJ143--DH259----------V*V621Tau034319.01+224710.3J034319.01+224710.503431900+2247106--
162210966700PELS031------PELS031--SRS79110--------PELS31--J034319.04+222656.803431902+2226572--
163211092430HCG106--HCG106HHJ88--DH261--BPL57------V*V620Tau034320.57+242634.9J034320.57+242635.003432057+2426351tm6x
164211075777HHJ65----HHJ65--------------HHJ65034321.12+241108.9J034321.11+241109.103432110+2411091tm6x
165211015853HII102HII102------DH262SRS77275----Tr34--HII102--J034324.54+231333.103432453+2313333tm6x
166211055772BPL58------------BPL58------BPL58034324.98+235201.2J034324.98+235201.403432497+2352017tm6x
167210995008HHJ134----HHJ134--DH263----------DH263034325.15+225344.3J034325.16+225344.503432515+2253445--
168210983198HCG114--HCG114HHJ261--DH265SRS77425--SK644----V*V846Tau034326.44+224242.5J034326.45+224242.303432643+2242427--
169211093040SK638----HHJ368--DH267SRS76863BPL59SK638----DH267034326.98+242709.6J034326.97+242709.903432696+2427098tm6x
170210977779HHJ70----HHJ70--------------V*LXTau034327.43+223741.0J034327.44+223741.203432743+2237413--
171211080821BPL60------------BPL60------BPL60034329.87+241547.3J034329.87+241547.303432988+2415473tm6x
172211105906HHJ50----HHJ50--DH269----------DH269034329.89+243923.4J034329.89+243923.703432988+2439237tm6x
173211043986HII120HII120--------SRS77140----Tr37--TYC1799-102-1--J034331.96+234026.403433195+2340266tm6x
174211049322HII129HII129------DH271SRS77110----Tr041--DH271--J034334.43+234542.503433440+2345429tm6x
175210756421DH273--------DH273----------DH273--J034335.54+191225.503433551+1912258--
176211014750HCG122--HCG122HHJ205--DH274SRS77282--------V*MNTau034336.56+231234.0J034336.58+231233.903433656+2312343tm6x
177211030439HII146HII146HCG121----DH275SRS77205--SK631----V*MMTau--J034336.60+232714.003433659+2327142tm6x
178211078780HII134HII134HCG119------SRS76956--SK629----V*LZTau--J034336.64+241356.203433662+2413562--
179211089274HII133HII133HCG118----DH277SRS76895--SK625----V*V623Tau--J034336.92+242338.103433692+2423382tm6x
180211042045SK630--------DH278SRS77154--SK630----DH278034337.11+233831.8J034337.11+233831.903433710+2338322tm6x
181211047687HCG124--HCG124----DH281SRS77116BPL61SK624----V*MPTau034339.05+234405.2J034339.04+234405.303433903+2344054tm6x
182211045147HHJ40----HHJ40--------------HHJ40034339.72+234132.3J034339.72+234132.603433971+2341327tm6x
183211096282BPL62------------BPL62------2MASSJ03434028+2430113034340.31+243011.1J034340.30+243011.403434028+2430113tm6x
184211100748HCG123--HCG123----DH282SRS76815--SK616----V*MOTau034342.13+243423.0J034342.14+243423.403434213+2434234tm6x
185211099232DH283--------DH283----------DH283034343.14+243256.0J034343.15+243256.103434314+2432562tm6x
186211088007HII158HII158--------SRS76904----Tr51WCZ 4V*V624Tau--J034343.24+242228.503434325+2422283tm6x
187211077607DH284----HHJ43--DH284----------DH284034343.52+241250.0J034343.52+241250.103434351+2412502tm6x
188211095292HHJ374----HHJ374--DH285SRS76852BPL63------DH285034343.70+242915.5J034343.71+242915.803434371+2429157tm6x
189211005117SK618----HHJ321--DH286SRS77327--SK618----HHJ321034344.96+230321.0J034344.97+230321.103434496+2303213tm6x
190211014883HII186HII186------DH288SRS77284----Tr58--DH288--J034347.49+231242.103434748+2312424tm6x
191211035702HII189HII189------DH293SRS75542--SK611----DH293--J034348.61+233221.603434860+2332218tm6x
192211072161BPL64------------BPL64------BPL64034349.31+240742.2J034349.31+240742.103434930+2407422tm6x
193211079794HII193HII193--------SRS75339----Tr060--HII193--J034350.71+241450.803435070+2414508tm6x
194211079141HCG128--HCG128----DH296SRS75345BPL65------V*V847Tau034351.76+241415.8J034351.75+241416.003435175+2414161tm6x
195211117077HII191HII191HCG127----DH297SRS75110--SK606----V*MRTau034352.14+245029.5J034352.16+245029.403435214+2450298tm6x
196211097372BPL66------------BPL66------2MASSJ03435353+2431115034353.54+243111.3J034353.55+243111.403435353+2431115tm6x
197211091381HII212HII212HCG130------SRS75269--SK603----V*MSTau--J034355.70+242534.903435569+2425350tm6x
198211061316HCG135--HCG135HHJ229--DH302SRS75423--------V*V739Tau034356.99+235705.6J034357.00+235705.803435699+2357059tm6x
199211078145HCG133--HCG133----DH303SRS75351BPL67SK601----V*V511Tau034357.29+241320.3J034357.28+241320.403435727+2413204tm6x
200211056809HII233HII233--------SRS75441----Tr075WCZ 9HD23195--J034358.82+235257.603435880+2352578tm6x
201211035968HII248HII248------DH304SRS75539----Tr079WCZ 10DH304--J034400.60+233238.203440059+2332382tm6x
202211055493JRS26------------BPL68------MSK17--J034401.69+235146.003440167+2351462tm6x
203211096368HII253HII253------DH309SRS75242----Tr081--V*V1272Tau--J034403.55+243015.003440353+2430151tm6x
204211081593HII263HII263--------SRS75325----Tr089--V*V1168Tau--J034404.85+241631.703440484+2416318tm6x
205211006594HCG141--HCG141----DH312SRS75659--SK590----V*MVTau034408.81+230447.4J034408.81+230447.303440879+2304477tm6x
206211010854HHJ186----HHJ186--DH313SRS75639--------DH313034409.31+230846.7J034409.32+230846.803440930+2308471tm6x
207211101750SK586--------DH314SRS75195--SK586----DH314034409.60+243522.0J034409.61+243522.103440959+2435222tm6x
208211081122HCG140--HCG140----DH315SRS75329--------V*V629Tau034409.91+241603.8J034409.92+241604.103440990+2416040tm6x
209211115321UGCSJ034410.95+244845.7--------------------UGCSJ034410.95+244845.7034410.96+244845.7J034410.96+244845.603441094+2448460tm6x
210211025716HII296HII296------DH317SRS75578------WCZ 16V*V966Tau--J034411.22+232245.403441120+2322455tm6x
211210762863DH318--------DH318----------DH318034411.92+191819.1J034411.92+191819.003441190+1918194--
212211056415HHJ217----HHJ217--DH319SRS75442--------HHJ217034412.13+235237.3J034412.14+235237.203441213+2352375tm6x
213211066337HII298/HII299HII299--------0.0200000--------NAME1RXSJ034412.1+240200SE--J034413.07+240150.703441307+2401509tm6x
214211113345HII293HII293--------SRS75126----Tr098WCZ 14V*V1169Tau--J034413.93+244645.403441391+2446457tm6x
215211070599HII303HII303AB--------SRS73736----Tr104--2MASSJ03441466+2406065--J034414.66+240606.503441466+2406065--
216211092630HCG145--HCG145HHJ352--DH323SRS73569--SK576----V*V849Tau034417.75+242646.7J034417.75+242646.803441774+2426469tm6x
217211101696HCG146--HCG146HHJ228--DH324----------V*V512Tau034419.06+243518.2J034419.07+243518.103441905+2435184tm6x
218211080676WCZ23------------------WCZ 23WCZ23--J034419.46+241538.803441946+2415389tm6x
219211057696PPL5--------------------PPL5034419.69+235345.6J034419.69+235345.703441968+2353459tm6x
220211114317HII314HII314------DH325SRS73441----Tr108WCZ 18V*V1038Tau--J034420.10+244745.803442008+2447461tm6x
221211112974HII320HII320------DH326SRS73451----Tr113WCZ 22V*V1084Tau--J034420.52+244621.803442050+2446222--
222211080177HHJ57----HHJ57--------------HHJ57034420.65+241510.6J034420.66+241510.803442065+2415109tm6x
223211037018HCG155--HCG155HHJ300--DH327SRS73896--SK575----V*V850Tau034420.87+233339.8J034420.87+233339.903442085+2333401tm6x
224211112685HII324HII324HCG147----DH328SRS73453------WCZ 24V*V632Tau--J034421.92+244605.903442190+2446062tm6x
225211012996DH329--------DH329----------DH329034422.13+231054.8J034422.15+231054.603442213+2310551tm6x
226211068579HII335HII335HCG153----DH330SRS73742--------V*MXTau--J034423.07+240405.503442306+2404058tm6x
227211072441HII338HII338--------SRS73706----Tr118WCZ 27HD23247--J034423.54+240757.303442354+2407575--
228211118414HCG148--HCG148HHJ307--DH333SRS73398--SK569----V*V630Tau034424.67+245153.2J034424.69+245153.103442467+2451535tm6x
229211112686HCG149--HCG149----DH334SRS73452--SK570----V*V631Tau034424.82+244605.9J034424.82+244605.903442481+2446062tm6x
230210967607DH335--------DH335----------2MASSJ03442549+2227501034425.50+222749.7J034425.51+222749.803442549+2227501--
231211107439HCG150--HCG150HHJ364--DH336SRS73487--SK567----V*V438Tau034425.60+244052.6J034425.60+244052.503442559+2440528tm6x
232211089323HD23246=HII344HII344--------SRS73599----Tr121WCZ 31HD23246--J034425.72+242340.803442570+2423408--
233211101761HII345HII345--------SRS73515----Tr122WCZ 32V*V1170Tau--J034426.29+243522.603442627+2435229tm6x
234211095218HHJ243----HHJ243--DH338SRS73555--------DH338034426.53+242911.2J034426.54+242911.203442653+2429115tm6x
235211090224HCG156--HCG156HHJ400--DH339SRS73586--------V*NOTau034426.88+242431.5J034426.89+242431.503442687+2424318tm6x
236211117230HII347HII347HCG154----DH340SRS73408--------V*MYTau--J034427.31+245037.803442729+2450382tm6x
237211079163HHJ190----HHJ190--DH341----------DH341034427.49+241417.0J034427.50+241416.903442749+2414172tm6x
238211064435DH342--------DH342----------DH342034427.91+235959.6J034427.91+235959.603442791+2359599--
239211074888HII357HII357HCG158------SRS73685--------V*NPTau--J034428.02+241017.203442800+2410176tm6x
240210754915DH343--------DH343----------DH343--J034428.10+191105.803442808+1911061--
241211038810SK564----HHJ265--DH345SRS73888--SK564----DH345034431.72+233526.0J034431.72+233526.003443170+2335263tm6x
242211056297HII370HII370--------SRS73801--SK562----SK562--J034431.96+235231.103443198+2352309tm6x
243211064526HII390HII390--------SRS73766--------ALR352--J034435.42+240004.503443541+2400048--
244211038095HHJ5----HHJ5--------------HHJ5034435.89+233441.9J034435.90+233441.803443589+2334421tm6x
245211033487HCG161--HCG161HHJ344--DH348SRS73912--SK559----V*NTTau034436.28+233010.9J034436.29+233011.003443627+2330112tm6x
246211091449HHJ46----HHJ46--DH350----------DH350--J034437.78+242538.703443776+2425389tm6x
247210996584HCG164--HCG164----------------V*NSTau034437.78+225515.4J034437.78+225515.503443777+2255157--
248211004119HHJ189----HHJ189--DH351SRS72335--------DH351034438.94+230225.2J034438.95+230225.203443894+2302254tm6x
249211024764WCZ42------------------WCZ 42WCZ42--J034439.41+232152.003443941+2321520tm6x
250211097941----HCG160------0.530000--------V*NQTau--J034439.62+243143.903443961+2431442--
251211115638HII405HII405--------SRS73424----Tr131WCZ 40HD23269--J034440.75+244906.703444075+2449067tm6x
252210967650PELS034------PELS034DH352SRS72505--------DH352--J034441.83+222752.003444182+2227524--
253211088648HHJ24----HHJ24--------------HHJ24034446.14+242302.7J034446.14+242302.703444613+2423030tm6x
254210804032DH354--------DH354----------DH354034447.30+195541.4J034447.31+195541.403444729+1955417--
255211065077HHJ276--HCG167HHJ276--DH355SRS72025--------V*NWTau034447.33+240037.6J034447.33+240037.903444732+2400379tm6x
256211077649HCG166--HCG166HHJ239--DH357SRS71874--------V*NUTau034447.83+241252.4J034447.85+241252.403444783+2412527tm6x
257211082490HII447=CaelenoHII447----------------WCZ 46*16Tau--J034448.21+241722.103444821+2417222tm6x
258211121141HII451HII451HCG168----DH358SRS71510--------V*V785Tau--J034450.19+245439.603445017+2454400tm6x
259211018711HII470HII470--------SRS72276----Tr149--HD23289--J034451.23+231608.103445123+2316082tm6x
260200007769Electra=HII468HII468----------------WCZ 52*17Tau----03445253+2406478tm6x
261210911601UGCSJ034452.86+213416.0--------------------UGCSJ034452.86+213416.0034452.87+213416.1J034452.86+213416.303445285+2134165--
262211059325HII476HII476--------SRS72043----Tr151WCZ 54MSH80--J034453.85+235516.303445383+2355165tm6x
263211092628HHJ183----HHJ183--DH360----------DH360--J034454.10+242646.603445409+2426469tm6x
264211059981HCG171--HCG171HHJ304----SRS72039--------V*NXTau034456.00+235553.3J034456.01+235553.303445599+2355535tm6x
265211091768HII489HII489--------SRS71682----Tr153WCZ 56MSH82--J034456.41+242557.203445639+2425574--
266211039840HHJ269----HHJ269--DH361SRS72157--------DH361034456.69+233623.5J034456.69+233623.703445667+2336237tm6x
267211063935----HCG173----------------V*V712Tau034457.34+235932.3J034457.35+235932.203445732+2359324--
268211027607HHJ223----HHJ223--DH362SRS72218--------DH362034458.02+232430.9J034458.02+232431.103445801+2324312tm6x
269211059734HHJ274----HHJ274--DH363SRS72041--------DH363034458.59+235540.9J034458.60+235540.703445857+2355410tm6x
270211026321HII513HII513------DH364SRS72228--------LLP15034458.97+232319.8J034458.96+232319.903445895+2323202tm6x
271211024158HHJ54----HHJ54--DH365----------STAR42034459.47+232118.1J034459.47+232118.203445947+2321184tm6x
272211113286HCG172--HCG172HHJ216--DH366SRS71555--SK538----V*V744Tau034501.14+244640.9J034501.14+244640.903450113+2446411tm6x
273210779549PELS135------PELS135------------BD+19587--J034501.68+193333.503450166+1933337--
274211054027HII522HII522------DH369SRS70289------WCZ 61TYC1799-272-1--J034503.28+235021.803450326+2350219tm6x
275211080847HII531HII531--------SRS70104----Tr162WCZ 64HD23325--J034506.59+241548.503450653+2415486tm6x
276211040347HCG176--HCG176HHJ136--------------V*V516Tau034506.78+233651.4J034506.78+233651.603450678+2336517tm6x
277210978650HHJ204----HHJ204--DH376--BPL70------BPL70034508.69+223830.2J034508.68+223830.503450867+2238306--
278211117115----------------------UGCSJ034508.76+245031.4034508.75+245031.4J034508.76+245031.403450875+2450316--
279211116936HII541HII541--------------Tr166WCZ 67*18Tau--J034509.74+245021.303450973+2450213tm6x
280210920066PELS040------PELS040--SRS70839--------BD+21516--J034509.89+214216.203450987+2142165--
281211004687HCG186--HCG186------SRS70475--SK535----V*V440Tau034510.81+230257.9J034510.81+230258.103451081+2302584tm6x
282211101564HII554HII554------DH378SRS69799--------MSK44--J034512.00+243509.903451198+2435103tm6x
283211096421----HCG177----------------V*V439Tau--J034512.08+243018.003451207+2430183tm6x
284211024798HCG185--HCG185HHJ255--DH379SRS70391--SK532----V*V442Tau034512.16+232152.8J034512.14+232153.003451214+2321532tm6x
285211000096SRS70491--------------------SRS70491034512.28+225831.8J034512.26+225831.903451226+2258322--
286210982234BPL71----HHJ254--DH380SRS70575BPL71SK533----DH380034512.43+224150.7J034512.43+224150.803451242+2241511--
287200007772Taygeta=HII563HII563----------------WCZ 70*qTau--J034512.49+242802.203451250+2428021tm6x
288211057685HHJ14----HHJ14--------------HHJ14034512.61+235344.9J034512.62+235345.103451260+2353453tm6x
289211020453HII580--------------------HII580--J034512.70+231746.603451271+2317465--
290211080412NZTau=HCG180--HCG180HHJ118--DH381----------V*NZTau034513.13+241523.6J034513.15+241523.503451313+2415238tm6x
291211034329OOTau=HGC184--HCG184------0.380000--SK531----V*OOTau034513.41+233100.6J034513.40+233100.803451340+2331009tm6x
292211071722HCG183--HCG183HHJ394--DH383SRS70166--------V*V519Tau034516.13+240715.9J034516.14+240716.003451612+2407162tm6x
293211037417DH384--------DH384----------DH384034516.42+233401.5J034516.41+233401.703451641+2334018tm6x
294211100894HCG181--HCG181HHJ405--DH385SRS69802--------V*V441Tau--J034516.65+243432.303451664+2434325tm6x
295211121734HII605HII605--------SRS69599--------HD23351--J034520.86+245519.303452085+2455194--
296211098921HHJ273----HHJ273--DH388SRS69811--------DH388--J034521.68+243237.003452167+2432373tm6x
297211031520HII636HII636------DH390SRS70371----Tr190WCZ 81DH390--J034522.19+232818.103452219+2328182tm6x
298211117626HII624HII624HCG188HHJ436--DH391SRS69635--------V*OSTau--J034523.50+245102.503452349+2451029tm6x
299210930791BPL72------------BPL72------BPL72034523.81+215238.7J034523.80+215238.703452379+2152387--
300211119678HII627HII627--------SRS69613----Tr187WCZ 80HD23352--J034524.13+245309.503452412+2453095tm6x
301211086163DH392--------DH392SRS70074--------DH392034524.78+242045.3J034524.79+242045.103452477+2420454tm6x
302211028956HII659HII659--------------Tr197WCZ 86SRS68435--J034525.98+232548.403452597+2325487tm6x
303211066615HII652HII652--------SRS70238----Tr195WCZ 84HD23361--J034526.15+240206.203452613+2402065tm6x
304210971340HHJ267----HHJ267--DH393SRS68697BPL73------DH393034526.56+223132.0J034526.55+223132.003452655+2231322--
305211078249HHJ99----HHJ99--------------HHJ99034526.99+241326.4J034527.00+241326.303452697+2413267tm6x
306211041420HHJ106----HHJ106--------------V*V854Tau034527.52+233756.8J034527.51+233756.903452750+2337572tm6x
307211012313SK520--------------SK520----SK520034527.72+231013.1J034527.72+231013.203452772+2310134tm6x
308211026972WCZ88------------------WCZ 88WCZ88--J034528.18+232355.803452817+2323558tm6x
309211084069HII673HII673--------SRS68162--------MT59034530.23+241845.2J034530.23+241845.203453021+2418455tm6x
310211083408HII686HII686HCG192------SRS68168----Tr206--V*OUTau--J034532.95+241811.303453293+2418116tm6x
311211013191DH396--------DH396----------DH396034533.98+231106.5J034533.98+231106.603453399+2311068tm6x
312211093705HII697HII697--------SRS67955----Tr208WCZ 92HD23375--J034534.47+242747.803453445+2427478tm6x
313211069456HII708HII708--------SRS68254----Tr213WCZ 95V*V1085Tau--J034535.41+240459.203453539+2404595tm6x
314211105653HCG194--HCG194HHJ380--DH397SRS67876--------V*V443Tau034536.71+243906.5J034536.73+243906.403453671+2439068tm6x
315211047412SHF10--------------------SHF10034537.75+234350.0J034537.75+234350.203453775+2343503tm6x
316211085527HD23387=HII717HII717--------------Tr215WCZ 98UGCSJ034537.78+242008.1034537.79+242008.0J034537.83+242007.903453777+2420083tm6x
317211061207WBM5--------------------WBM5034538.99+235700.9J034538.99+235700.903453898+2357011tm6x
318211072835HHJ130----HHJ130--DH398----------DH398034539.29+240820.3J034539.29+240820.403453928+2408206tm6x
319211104176HII727HII727--------SRS67887------WCZ100V*V855Tau--J034540.19+243737.803454016+2437380--
320211082436HII745HII745--------SRS68178------WCZ102BD+23513--J034541.40+241718.803454138+2417189tm6x
321211120842HII739HII739--------SRS67776----Tr221--V*V969Tau--J034542.14+245421.303454211+2454215--
322211129400HII740HII740------------------MT60--J034542.46+250325.103454244+2503255--
323211081278WCZ104------------------WCZ104WCZ104--J034543.23+241612.003454322+2416122--
324211068914HII762HII762HCG200------SRS68258----Tr228a--V*V787Tau034544.08+240426.6J034544.08+240426.703454407+2404268tm6x
325211078009HII761HII761--------SRS68203----Tr228WCZ1062E857--J034544.42+241312.803454440+2413132--
326211000317BPL76------------BPL76------2MASSJ03454521+2258449034545.24+225844.6J034545.25+225844.603454521+2258449--
327210922602HHJ128----HHJ128--------------HHJ128034546.93+214448.9J034546.93+214449.203454692+2144493--
328211119266WCZ107------------------WCZ107WCZ107--J034548.35+245242.503454836+2452425tm6x
329211010902HII801HII801AB--------SRS68519----Tr234--HD23410--J034548.82+230849.703454881+2308498tm6x
330211090866BPL77------------BPL77------BPL77034549.37+242507.1J034549.37+242507.103454935+2425073--
331200007771Maia=HII785HII785----------------WCZ110*20Tau--J034549.61+242203.903454960+2422037tm6x
332210976082BPL78------------BPL78------2MASSJ03455041+2236060034550.41+223605.6J034550.42+223605.603455041+2236060--
333211073549BPL79------------BPL79------2MASSJ03455065+2409037034550.65+240903.4J034550.66+240903.403455065+2409037tm6x
334211082883UGCSJ034551.33+241744.2--------------------UGCSJ034551.33+241744.2034551.32+241744.3J034551.34+241744.103455132+2417445tm6x
335211066835HD23409=HII804HII804--------SRS68276----Tr235WCZ113HD23409034551.64+240219.7J034551.63+240219.703455163+2402200tm6x
336211031105HCG202--HCG202HHJ227--DH407----SK504----V*V747Tau034552.75+232753.9J034552.75+232754.103455274+2327543tm6x
337211094095HII813HII813------DH408SRS66201--------LLP28--J034553.78+242808.503455376+2428088tm6x
338211114664WCZ114------------------WCZ114WCZ114--J034554.24+244806.803455425+2448067tm6x
339211099592HII817=AsteropeHII817--------SRS67929----Tr240WCZ116*21Tau--J034554.48+243316.203455447+2433162tm6x
340211078239BPL82----------SRS66305BPL82------BPL82034554.98+241326.0J034555.00+241325.803455498+2413262tm6x
341211003154HCG205--HCG205HHJ199--DH410SRS66672--------V*V524Tau034556.97+230128.9J034556.97+230129.103455695+2301292tm6x
342211086480------------------------034557.09+242100.8J034557.09+242100.803455707+2421011tm6x
343211067590HHJ27----HHJ27--------------HHJ27034557.71+240304.8J034557.70+240305.003455769+2403051tm6x
344211073154DH412--------DH412----------DH412034557.90+240840.8J034557.91+240840.903455790+2408411tm6x
345211047828HII870HII870--------SRS66470----Tr249WCZ122MSK74--J034602.77+234414.303460275+2344146tm6x
34621109787922Tau=HII859HII859--------------Tr247WCZ121*22Tau--J034602.90+243140.403460288+2431403tm6x
347211107496BPL85--------DH414--BPL85------DH414034602.95+244055.5J034602.97+244055.503460295+2440558tm6x
348211086387HCG206--HCG206----DH415--BPL86------V*V856Tau034603.45+242057.0J034603.46+242056.903460344+2420572tm6x
349211088766BPL87------------BPL87------BPL87034603.96+242308.9J034603.97+242308.903460394+2423089tm6x
350211027393HII882HII882------DH418SRS66531----Tr256WCZ127V*V812Tau--J034604.14+232419.503460412+2324199tm6x
351211059727HHJ363----HHJ363----SRS66431--------HHJ363034604.30+235540.5J034604.30+235540.703460429+2355408tm6x
352211074500BPL88------------BPL88------2MASSJ03460455+2409561034604.56+240955.8J034604.57+240955.703460455+2409561tm6x
353211000470HCG214--HCG214----DH419SRS66691--------V*V749Tau--J034605.25+225853.603460524+2258539--
354211103222SK488----------SRS66052--SK488----SK488034605.63+243644.3J034605.64+243644.103460562+2436444tm6x
355211103322UGCSJ034605.69+243649.7--------------------UGCSJ034605.69+243649.7034605.69+243649.7J034605.70+243649.703460568+2436499tm6x
356211132585SRS65847--------------------SRS65847034606.20+250645.7J034606.21+250645.803460620+2506460--
357211100398HII879HII879------DH420SRS66072----Tr253--V*V813Tau--J034606.51+243402.403460649+2434027tm6x
358211100131HII883HII883HCG208------SRS66081----Tr257--V*V789Tau--J034606.91+243345.803460689+2433461tm6x
359211087985HII890HII890HCG210------SRS66254--------V*V638Tau034607.50+242227.5J034607.52+242227.403460750+2422278tm6x
360211118542HII885HII885------DH421SRS65952------WCZ129DH421--J034607.79+245200.303460776+2452004tm6x
361211023687HII915HII915HCG215------SRS66554--------V*V790Tau034608.36+232050.7J034608.37+232050.703460836+2320510tm6x
362211107114HCG209--HCG209----DH422--BPL90------V*V857Tau034608.70+244033.0J034608.71+244032.903460868+2440332tm6x
363210983092HCG217--HCG217HHJ297--DH424SRS66773BPL91SK487----V*V639Tau034609.59+224237.1J034609.59+224237.303460958+2242374--
364210881103DH425--------DH425----------DH425034609.88+210552.4J034609.89+210552.403460987+2105527--
365211106969HII906HII906HCG211----DH426SRS66022--SK482----V*OXTau--J034609.90+244024.603460989+2440250tm6x
366211023213HII923HII923------DH427SRS66560----Tr270WCZ133BD+22548--J034610.04+232023.903461005+2320240tm6x
367211103863HII916HII916------DH428SRS66046----Tr268WCZ1322MASSJ03461174+2437203--J034611.77+243720.003461174+2437203tm6x
368211038588UGCSJ034612.66+233513.5--------------------UGCSJ034612.66+233513.5034612.66+233513.5J034612.66+233513.903461266+2335139tm6x
369211009685HD23464HII948--------SRS66646--------HD23464--J034612.70+230742.303461268+2307428tm6x
370211067768HII930HII930------DH429SRS66387--------V*V1189Tau034612.88+240315.5J034612.87+240315.603461286+2403158tm6x
371210982761HHJ200----HHJ200--DH431--BPL92------DH431034613.85+224219.5J034613.85+224219.703461384+2242198--
372211076042HD23479+ADS2755A=HII956HII956--------------Tr281bWCZ134HD23479--J034616.00+241123.603461600+2411234--
373211092297BPL94------------BPL94------BPL94034616.85+242627.3J034616.86+242627.403461683+2426273tm6x
374211107734HHJ367----HHJ367--DH433SRS64182BPL95------DH433034617.94+244109.3J034617.95+244109.203461793+2441095tm6x
375211115870WCZ137------------------WCZ137WCZ137--J034618.89+244920.303461888+2449202--
376210866744PELS050------PELS050DH434----------HIP17607--J034619.35+205246.903461933+2052472--
377211002561HHJ47----HHJ47--DH435--BPL96------DH435034619.40+230055.6J034619.41+230055.603461940+2300559tm6x
378200007770Merope=HII980HII980----------------WCZ140*23Tau--J034619.57+235654.103461958+2356541tm6x
379211125236HHJ303----HHJ303--DH437SRS64052BPL97------DH437034619.85+245901.2J034619.86+245901.403461984+2459015tm6x
380211113696HII974HII974------DH438SRS64141--SK475Tr284--HII974--J034620.48+244707.303462047+2447077tm6x
381211100238HHJ105----HHJ105--DH439--BPL98------DH439034621.35+243352.1J034621.36+243352.203462135+2433525tm6x
382211007016HHJ33----HHJ33--------------HHJ33034621.40+230508.9J034621.40+230508.903462138+2305093tm6x
383211005799DH440--------DH440----------DH440034621.61+230400.9J034621.63+230400.803462162+2304011tm6x
384211032382UGCSJ034622.46+232908.0--------------------UGCSJ034622.46+232908.0034622.47+232908.0J034622.46+232908.103462246+2329082tm6x
385211100565HII996HII996--------SRS64226----Tr289WCZ144V*V1045Tau--J034622.68+243412.203462267+2434126tm6x
386211102725BPL99--------DH442--BPL99------DH442034623.03+243617.8J034623.03+243617.803462302+2436182tm6x
387211086019BPL100------------BPL100------2MASSJ03462312+2420363034623.11+242035.9J034623.12+242036.003462312+2420363tm6x
388211066346HCG218--HCG218HHJ195--DH443----------V*V528Tau034623.46+240151.2J034623.47+240151.303462346+2401514tm6x
389211096320BPL101------------BPL101------BPL101034624.11+243012.7J034624.13+243012.703462411+2430130tm6x
390211094777HHJ249----HHJ249--DH445SRS64255BPL102------V*V1275Tau034624.64+242846.2J034624.64+242846.203462462+2428465tm6x
391210903023DH446--------DH446----------DH446034625.18+212617.4J034625.17+212617.503462517+2126176--
392211074151HCG219--HCG219HHJ429----SRS64388--------V*OZTau034625.38+240936.2J034625.39+240936.103462538+2409365tm6x
393211093117HHJ326----HHJ326--DH447SRS64266BPL103------DH447034627.00+242713.8J034627.01+242713.903462699+2427141tm6x
394211080301HD23489=HII1028HII1028--------SRS64356----Tr295WCZ147HD23489--J034627.22+241517.903462728+2415181tm6x
395211133821HII1015HII1015------DH448SRS63993----TrR13--HD282952--J034627.35+250808.003462735+2508080--
396211052343HHJ161----HHJ161--------------HHJ161034627.69+234845.5J034627.70+234845.403462768+2348457tm6x
397211038945HII1039HII1039HCG223----DH449SRS64612----Tr297WCZ150V*V641Tau--J034627.78+233533.703462777+2335337tm6x
398210990028HHJ87----HHJ87------BPL104------BPL104034628.19+224857.7J034628.19+224857.703462816+2248581--
399211091848HII1032HII1032------DH450SRS64275----Tr296WCZ148V*V1171Tau--J034628.42+242601.803462841+2426021tm6x
400211112171HII1029HII1029HCG222----DH451SRS64154--SK472----V*V446Tau034628.62+244532.1J034628.64+244532.003462862+2445323tm6x
401210877263DH452--------DH452----------DH452034629.72+210216.6J034629.73+210216.703462971+2102170--
402211003258HHJ30----HHJ30--DH453----------DH453034631.01+230134.6J034631.02+230134.603463101+2301348tm6x
403211071504HII1061HII1061HCG224----DH454SRS64400--SK469----V*PPTau--J034631.19+240702.203463117+2407025tm6x
404211094556BPL106------------BPL106------V*V1276Tau--J034632.03+242834.203463202+2428344tm6x
405211021014HII1081HII1081------DH456SRS64695--SK468----DH456--J034632.87+231819.103463287+2318191tm6x
406211028311HHJ9--------------------HHJ9034634.15+232512.5J034634.16+232512.503463415+2325124tm6x
407211040918HII1084HII1084--------SRS64604----Tr311WCZ161HD23512--J034634.20+233726.503463420+2337264tm6x
408211072788WCZ158------------------WCZ158WCZ158--J034634.25+240817.503463421+2408178tm6x
409210997527s5003270--HCG235----------------V*V750Tau034634.80+225607.5J034634.81+225607.303463479+2256077--
410211027775HII1103HII1103HCG229HHJ434--DH457SRS64667--SK466----V*PRTau--J034635.34+232442.003463532+2324424tm6x
411211066062HHJ140----HHJ140--DH458----------2MASSJ03463552+2401355034635.53+240135.3J034635.53+240135.403463552+2401355tm6x
412211006108SK465----HHJ282--DH459SRS64776--SK465----MSK100034636.06+230417.1J034636.07+230417.103463606+2304174tm6x
413211086025HII1100HII1100HCG228----DH460SRS64313----Tr318WCZ166V*V642Tau--J034637.29+242036.403463726+2420366tm6x
414211050847HII1117HII1117--------SRS64559----Tr324WCZ170HD282975--J034637.70+234715.603463767+2347159--
415211111496HII1095HII1095------DH462SRS64159----Tr316WCZ165DH462--J034637.78+244451.303463777+2444517tm6x
416210996505HII1132HII1132--------SRS62995--------HD23514--J034638.40+225511.203463839+2255112--
417211123901HII1101HII1101A--------SRS64063----Tr319--HD282954--J034638.78+245734.503463878+2457346tm6x
418211097402HII1110HII1110--------SRS64239----Tr322--HII1110--J034638.90+243112.803463889+2431132tm6x
419211070664HII1122HII1122--------SRS64407----Tr327WCZ172HD23511034639.32+240611.3J034639.34+240611.203463932+2406116tm6x
420211066263HII1124HII1124------DH463SRS64425----Tr329WCZ174V*V814Tau--J034639.39+240146.703463938+2401468tm6x
421211086553WCZ173------------------WCZ173WCZ173--J034639.84+242105.203463982+2421052tm6x
422211008578HII1139HII1139--------SRS62937----Tr331--HD23513--J034640.00+230637.203463999+2306373tm6x
423211033155HII1136HII1136--------SRS62798----Tr330WCZ175V*V1065Tau--J034640.25+232951.703464024+2329520tm6x
424211122237HII1114HII1114HCG231----DH465SRS64080--SK463----V*V643Tau--J034640.26+245551.603464026+2455517tm6x
425210991829BPL107------------BPL107------BPL107034640.40+225039.5J034640.41+225039.603464039+2250398--
426211090558BPL108------------BPL108------2MASSJ03464298+2424506--J034642.99+242450.603464298+2424506tm6x
427211040850DH466----HHJ104--DH466----------DH466034643.19+233721.8J034643.18+233722.003464317+2337222tm6x
428211064137DH467--------DH467SRS62618--------DH467034643.60+235942.2J034643.59+235942.403464358+2359425--
429211111611BPL109----HHJ75------BPL109------BPL109034644.78+244458.2J034644.79+244458.103464477+2444586tm6x
430211122178AKI2-321--------------------AKI-2-321--J034645.01+245547.803464501+2455478tm6x
431211027094HHJ159----------0.680000--------HHJ159034646.48+232402.8J034646.48+232402.603464645+2324030tm6x
432210996142HII1182HII1182--------SRS62996--------BD+22552--J034647.07+225452.203464706+2254525--
433211083301HCG236--HCG236----------------V*V449Tau034648.30+241806.1J034648.31+241806.203464831+2418060tm6x
434211005924HCG245--HCG245HHJ370--DH470SRS62951--------V*V533Tau034648.78+230407.2J034648.78+230407.403464878+2304074tm6x
435211102393HII1173HII1173HCG237HHJ431--DH471SRS62358--------V*PTTau--J034649.21+243559.803464920+2436001tm6x
436211035282HCG240--HCG240HHJ253--DH472SRS62786--------V*PUTau034650.09+233156.1J034650.10+233155.903465008+2331563tm6x
437211082398BPL111------------BPL111------BPL111034652.57+241717.0J034652.58+241716.903465257+2417170tm6x
438211042246HHJ247----HHJ247--DH473----------DH473034652.61+233843.0J034652.60+233843.203465259+2338433tm6x
439211080124BPL112------------BPL112------MHO7034652.97+241507.8J034652.97+241507.703465296+2415080tm6x
440210994089HII1220HII1220--------SRS63010--------SSHJG315--J034653.27+225251.003465326+2252513--
441211082363HCG244--HCG244----DH474SRS62489BPL113SK454----V*PVTau034653.60+241714.7J034653.61+241714.703465360+2417151tm6x
442211038389HII1215HII1215--------SRS62761----Tr350WCZ184BD+23527--J034653.75+233500.803465373+2335009tm6x
443211072438MHO8--------------------MHO8034653.95+240757.1J034653.97+240757.003465395+2407573tm6x
444211139797HCG241--HCG241----DH475SRS62109BPL114SK453----V*V860Tau034654.02+251444.8J034654.03+251444.803465403+2514449--
445211093928V1277Tau=BPL15--------DH476--BPL115------V*V1277Tau--J034654.88+242759.703465487+2427599tm6x
446211114329HII1207HII1207------DH477SRS62294----Tr348WCZ183V*V1046Tau--J034654.93+244746.503465491+2447468tm6x
447211025779HHJ95----HHJ95--DH479----------DH479034655.31+232249.2J034655.31+232249.303465530+2322495tm6x
448211075914BPL116--------DH478--BPL116------DH478034655.31+241116.5J034655.32+241116.503465531+2411168tm6x
449211052689WCZ185------------------WCZ185WCZ185--J034656.38+234903.903465637+2349041tm6x
450211017469HCG247--HCG247HHJ415--DH481SRS62884--SK452----V*V453Tau034657.10+231502.1J034657.10+231502.303465709+2315025tm6x
451211037012HHJ174----HHJ174--DH482SRS62773--------DH482034658.16+233338.8J034658.17+233338.903465815+2333391tm6x
452211066157UGCSJ034658.26+240141.3--------------------UGCSJ034658.26+240141.3034658.26+240141.3J034658.26+240141.403465825+2401415tm6x
453211093581HCG246--HCG246HHJ296--DH483SRS62431BPL117------V*PYTau--J034658.54+242739.703465853+2427401tm6x
454211087650BPL118------------BPL118------BPL118--J034658.77+242208.103465878+2422082tm6x
455211069813WCZ189------------------WCZ189WCZ189--J034658.94+240521.203465893+2405212tm6x
456211066181HHJ299----HHJ299--DH484SRS62604--------DH484034659.32+240142.8J034659.32+240142.803465931+2401429tm6x
457211097388HII1234HII1234--------SRS62410----Tr354WCZ187HD23568--J034659.40+243112.403465940+2431124tm6x
458211119314HHJ222----HHJ222--DH485SRS62253BPL119------DH485--J034659.48+245246.003465947+2452464tm6x
459211094386HHJ252----HHJ252----SRS62423BPL120------BPL120--J034700.29+242824.603470029+2428248tm6x
460211056608UGCSJ034700.35+235248.1--------------------UGCSJ034700.35+235248.1--J034700.35+235248.403470035+2352483tm6x
461211125179BPL121----------SRS62211BPL121------BPL121--J034701.01+245857.203470099+2458574tm6x
462211032994HII1275HII1275------DH486SRS62799----Tr361WCZ195DH486--J034701.43+232941.703470141+2329419tm6x
463211078274BPL122------------BPL122------MHO10034701.85+241328.0J034701.85+241328.003470183+2413283tm6x
464211035936DH487--------DH487----------DH487034702.34+233235.9J034702.35+233236.003470233+2332362tm6x
465211138940BPL123------------BPL123------BPL123034702.53+251345.5J034702.54+251345.603470253+2513456--
466211115721HII1266HII1266AB--------SRS62282----Tr359bWCZ193V*V534Tau034703.55+244911.6J034703.56+244911.403470354+2449117tm6x
467211074122HII1280HII1280HCG249----DH488SRS62537--------V*V535Tau--J034703.59+240934.603470358+2409349tm6x
468220115919HII1286HII1286HCG251----DH489SRS60940--SK444----V*QQTau034703.77+233658.6J034703.78+233658.603470376+2336588tm6x
469210837725s4798986------------------------J034705.36+202639.003470534+2026395--
470211106625BPL124------------BPL124------2MASSJ03470570+2440037034705.70+244003.6J034705.71+244003.503470570+2440037tm6x
471211046494HII1298HII1298--------SRS60906----Tr369WCZ200MSH175--J034706.79+234254.303470678+2342546tm6x
472211015877HII1305HII1305HCG255----DH493SRS61060--------V*V644Tau--J034707.35+231334.803470734+2313349tm6x
473211087129JS9--------------------JS9034707.73+242140.4J034707.73+242140.403470774+2421404tm6x
474211089267V1278Tau=BPL125--------DH494--BPL125------V*V1278Tau034707.87+242337.7J034707.88+242337.703470787+2423379tm6x
475211083672HCG253--HCG253----DH495SRS60575BPL126SK440----V*V861Tau034708.15+241824.5J034708.15+241824.303470813+2418246tm6x
476211046240HII1306HII1306HCG256------------Tr370a--V*FLTau--J034708.55+234238.503470853+2342389tm6x
477211067634------------0.890000--------SRS60765034709.17+240307.7J034709.19+240307.603470918+2403078tm6x
478211080604HHJ37----HHJ37--DH496--BPL128------DH496034709.42+241534.7J034709.42+241534.603470941+2415349tm6x
479211048126HII1321HII1321HCG257----DH497SRS60884--------V*V536Tau--J034709.45+234431.603470943+2344318tm6x
480211029076DH498--------DH498----------DH498034709.52+232556.3J034709.52+232556.403470950+2325565tm6x
481211081656HII1309HII1309--------SRS60595----Tr372WCZ202HD23584--J034710.07+241635.603471005+2416360tm6x
482211091993WCZ2-3------------------WCZ203WCZ203--J034710.72+242609.703471071+2426098tm6x
483211078698HCG254--HCG254--------BPL129------V*QSTau034711.03+241351.4J034711.03+241351.403471102+2413517tm6x
484211078329BPL130------------BPL130------BPL130034711.78+241331.2J034711.79+241331.103471178+2413314tm6x
485211078745DH499----HHJ92--DH499--BPL131------DH499034711.86+241353.7J034711.87+241353.603471185+2413539tm6x
486211094511BPL132------------BPL132------2MASSJ03471208+2428320--J034712.10+242831.803471208+2428320tm6x
487211046446HII1332HII1332--------SRS60908----Tr378WCZ206V*V815Tau--J034713.54+234251.103471352+2342515tm6x
488211053549HCG258--HCG258----DH500SRS60845--SK437----V*V645Tau034713.67+234953.1J034713.67+234953.303471365+2349535tm6x
489211132712SK432----HHJ376--DH502SRS60250BPL133SK432----SK432034715.29+250655.2--03471528+2506554--
490211029254HHJ203----HHJ203--DH503----------HHJ203034715.37+232605.7J034715.38+232605.903471537+2326061tm6x
491211089146BPL134------------BPL134------MHO12034715.46+242330.9J034715.45+242330.803471544+2423310tm6x
492211111473BPL136------------BPL136------BPL136034716.44+244450.1J034716.45+244450.103471643+2444503tm6x
493211072160HII1338HII1338--------------Tr381WCZ209HD23608--J034716.57+240742.003471656+2407420tm6x
494211088076BPL137------------BPL137------2MASSJ03471792+2422317034717.92+242231.5J034717.93+242231.503471792+2422317tm6x
495211089068HII1348HII1348------DH504SRS60549----Tr383WCZ211DH504--J034718.07+242326.503471806+2423267tm6x
496211078690BPL138--------DH505--BPL138------V*V1279Tau--J034718.14+241351.003471813+2413513tm6x
497211072836HII1362HII1362--------SRS60652----Tr390WCZ217V*V647Tau034719.33+240820.6J034719.34+240820.703471935+2408208--
498211119017WCZ216------------------WCZ216WCZ216--J034720.81+245228.403472081+2452284tm6x
499211131087SK428----HHJ417--DH506SRS60263--SK428----HHJ417034720.83+250512.0J034720.84+250512.003472083+2505123--
500211051770HII1380HII1380--------------Tr397WCZ223HD23632034720.96+234811.9J034720.94+234811.903472096+2348121--
501211024494UGCSJ034722.02+232136.3--------------------UGCSJ034722.02+232136.3034722.02+232136.2J034722.02+232136.403472201+2321366--
502211079188BPL139------------BPL139------BPL139034722.37+241418.8J034722.38+241418.703472237+2414188tm6x
503211047718HCG266--HCG266----DH509SRS60886--------V*V537Tau034722.67+234406.6J034722.69+234406.703472267+2344071tm6x
504211003659HHJ23----HHJ23--------------HHJ23034722.75+230158.0J034722.75+230158.003472273+2301582tm6x
505210996662HII1407HII1407--------SRS61167----TrS108--HD23610034722.91+225519.4J034722.90+225519.603472289+2255196--
506211117529HCG261--HCG261HHJ335--DH510SRS60361BPL141SK425----V*V1087Tau--J034722.99+245055.903472296+2450562tm6x
507211011030HCG270--HCG270HHJ275--DH511SRS61082--SK427----V*V649Tau034723.86+230856.9J034723.86+230856.703472385+2308571tm6x
508210983090BPL142------------BPL142------2MASSJ03472397+2242373034723.96+224237.2J034723.97+224237.403472397+2242373--
509211101694HII1384HII1384--------SRS60463----Tr399WCZ224V*V1228Tau--J034724.05+243518.103472405+2435184--
510211080295HHJ198----HHJ198------BPL143------BPL143034725.10+241517.2J034725.11+241517.103472511+2415173tm6x
511211134185HCG263--HCG263----DH513SRS60238BPL144SK423----V*V539Tau034725.80+250832.7J034725.80+250832.803472578+2508330--
512211041526HCG269--HCG269HHJ263--DH514SRS60935--------V*V864Tau034726.76+233802.4J034726.77+233802.503472676+2338027tm6x
513211044267HII1425HII1425--------SRS60922----Tr410WCZ232V*V650Tau034726.83+234041.8J034726.87+234041.803472682+2340421tm6x
514211115810MHO13--------------------MHO13034727.28+244916.2J034727.29+244916.203472726+2449164tm6x
515211030057SK417----HHJ315--DH515SRS59076--SK417----MSK140034728.12+232653.4J034728.12+232653.503472810+2326536tm6x
516211107116BPL145--------DH517--BPL145------DH517034728.43+244032.9J034728.43+244032.903472842+2440333tm6x
517200007767Alcyone=etaTau=HII1HII1432--------------Tr414WCZ236*etaTau----03472908+2406184tm6x
518211082420HII1431HII1431--------SRS60592----Tr413WCZ235V*V1229Tau--J034729.47+241718.103472945+2417180tm6x
519211056628PPL8--------------------PPL8034729.58+235249.2J034729.60+235249.303472958+2352496tm6x
520211036595HHJ16----HHJ16--------------HHJ16034729.93+233315.0J034729.93+233315.103472992+2333151tm6x
521211087739HCG273--HCG273HHJ408----SRS58552--------V*QTTau034730.59+242213.7J034730.60+242213.703473059+2422141tm6x
522211138722BPL146------------BPL146------BPL146034730.65+251330.6J034730.66+251330.703473064+2513309--
523210886447DH519--------DH519----------DH519034731.13+211051.0J034731.13+211051.203473112+2110514--
524211056099UGCSJ034731.64+235219.0--------------------UGCSJ034731.64+235219.0034731.65+235219.0J034731.65+235219.003473163+2352193tm6x
525211075014BPL147----------SRS58646BPL147------BPL147034731.99+241024.7J034732.00+241024.603473199+2410249tm6x
526211090001UGCSJ034732.14+242418.3--------------------UGCSJ034732.14+242418.3034732.14+242418.3J034732.14+242418.203473213+2424185tm6x
527211021098UGCSJ034732.19+231823.2--------------------UGCSJ034732.19+231823.2034732.18+231823.2J034732.19+231823.403473218+2318235tm6x
528211045153HCG277--HCG277HHJ424--DH520SRS58968--SK413----V*QVTau034733.46+234132.7J034733.47+234132.703473345+2341330tm6x
529211107623HII1454HII1454HCG278----DH521SRS58417------WCZ238V*V703Tau--J034733.69+244102.803473367+2441032tm6x
530210922592PELS066------PELS066--SRS59614--------PELS66--J034734.17+214448.503473416+2144486--
531210989043HCG284--HCG284HHJ278--DH524SRS59291BPL148------V*QWTau034734.79+224804.4J034734.79+224804.503473478+2248048--
532211118985HCG279--HCG279HHJ157------BPL149------V*V752Tau034735.86+245226.6J034735.87+245226.603473585+2452269tm6x
533211031682HHJ73----HHJ73--DH526----------DH526034736.04+232826.6J034736.03+232826.903473603+2328270tm6x
534211090094BPL150------------BPL150------V*V1280Tau034737.66+242423.1J034737.66+242423.003473765+2424233tm6x
535211031293HII1512HII1512------DH527SRS59068----Tr428a--V*V1172Tau--J034738.02+232804.803473800+2328051tm6x
536211115713SK409----HHJ360--DH528SRS58360BPL151SK409----BPL151034738.04+244910.8J034738.05+244911.103473804+2449110tm6x
537211119999HII1485HII1485HCG280----DH529SRS58321--------V*V540Tau--J034738.09+245330.503473806+2453306tm6x
538211102389UGCSJ034738.36+243559.6--------------------UGCSJ034738.36+243559.6034738.37+243559.7J034738.37+243559.603473835+2435599tm6x
539211102808BPL152------------BPL152------2MASSJ03473900+2436226034739.01+243622.2J034739.01+243622.303473900+2436226tm6x
540211093429HCG282--HCG282HHJ272--DH530SRS58519BPL153------V*V457Tau034739.36+242731.8J034739.35+242732.103473935+2427322tm6x
541211001714HHJ94----HHJ94--------------HHJ94034739.79+230004.3J034739.79+230004.503473977+2300047tm6x
542211083317HII1516HII1516HCG283------SRS58593--------V*V793Tau--J034740.38+241806.703474037+2418071tm6x
543211087357HII1514HII1514--------SRS58558----Tr430WCZ246HD282967--J034740.46+242152.103474044+2421525tm6x
544210997197HII1553HII1553HCG290------SRS59245--------V*V652Tau--J034741.00+225547.603474097+2255480--
545211048014HII1532HII1532HCG286----DH531SRS58942--SK405----V*V541Tau034741.18+234424.8J034741.19+234424.703474117+2344251tm6x
546211062662HII1531HII1531HCG285----DH532SRS58827----Tr435--V*QXTau--J034741.45+235818.703474143+2358190--
547211103431UGCSJ034744.44+243655.6--------------------UGCSJ034744.44+243655.6034744.44+243655.6J034744.44+243655.603474442+2436560tm6x
548211045643HHJ152----HHJ152--DH536SRS58966--------DH536034744.65+234203.0J034744.66+234203.003474464+2342033tm6x
549211104535HCG287--HCG287HHJ168------BPL156------V*QZTau034745.91+243801.2J034745.91+243801.303474591+2438015tm6x
550211138781SK398----HHJ266--DH537SRS58184BPL157SK398----DH537034747.87+251334.2J034747.86+251334.403474785+2513345--
551211015308HII1593HII1593--------SRS59137----Tr444--HII1593--J034748.13+231304.803474811+2313053tm6x
552211091536HCG292--HCG292HHJ202--DH538--BPL158------V*V866Tau034749.79+242543.1J034749.78+242543.303474977+2425433tm6x
553211027664WCZ259------------------WCZ259WCZ259--J034750.58+232435.403475057+2324355tm6x
554211096432HCG295--HCG295HHJ389--DH539SRS58497BPL159------V*V654Tau034750.94+243018.6J034750.95+243018.703475094+2430188tm6x
555211043323HHJ122----HHJ122--DH540----------DH540034751.96+233947.9J034751.97+233947.903475195+2339482tm6x
556211060621HII1613HII1613--------SRS58845----Tr448WCZ261HD282973--J034752.54+235628.303475252+2356286--
557211001183SK394----HHJ258--DH541SRS57084BPL160SK394----BPL160034752.87+225933.7J034752.87+225934.003475286+2259341tm6x
558211021827HCG302--HCG302HHJ289--DH542SRS56973--SK392----V*PSTau034755.27+231905.8J034755.28+231905.703475526+2319060tm6x
559211045374HII1640--------------------HII1640--J034755.97+234145.703475594+2341456tm6x
560211080546BPL162------------BPL162------BPL162034756.63+241531.7J034756.64+241531.703475662+2415320tm6x
561210945565BPL163------------BPL163------2MASSJ03475802+2206511034758.03+220650.7J034758.04+220650.903475802+2206511--
562211101996V1281Tau=BPL164--------DH544--BPL164------V*V1281Tau034759.38+243536.9J034759.37+243537.203475936+2435373tm6x
563211110500HII1653HII1653HCG300----DH545SRS56413--------V*V338Tau--J034759.74+244352.603475973+2443528tm6x
564211027306DH546----HHJ21--DH546----------DH546034804.97+232413.3J034804.98+232413.403480497+2324138tm6x
565211003744HCG309--HCG309HHJ375--DH548SRS57056BPL166SK385----V*V340Tau034805.82+230202.6J034805.83+230202.803480581+2302030tm6x
566211056865UGCSJ034805.86+235300.8--------------------UGCSJ034805.86+235300.8034805.86+235300.8J034805.87+235300.803480586+2353011tm6x
567211064559HHJ240----HHJ240--DH549SRS56696--------DH549034806.64+240006.6J034806.64+240006.603480664+2400069tm6x
568211055644WCZ286------------------WCZ286WCZ286--J034807.40+235154.903480740+2351548tm6x
569211143504DH550--------DH550SRS56049--------DH550--J034807.68+251854.603480767+2518552--
570211047990HCG307--HCG307HHJ288--DH551SRS56810--------V*V658Tau034807.96+234423.4J034807.97+234423.403480796+2344238tm6x
571211127791BPL167----------SRS56176BPL167------BPL167--J034808.82+250145.303480881+2501458--
572211045994HHJ156----HHJ156--DH552----------DH552034808.95+234223.2J034808.95+234223.203480894+2342235tm6x
573211063049HHJ225----HHJ225--DH553SRS56715--------DH553034809.22+235840.5J034809.22+235840.503480921+2358409tm6x
574211001695DH554--------DH554----------DH554034810.16+230003.8J034810.18+230004.003481017+2300041--
575211063723DH555--------DH555----------DH555034810.18+235920.1J034810.18+235920.103481016+2359204tm6x
576211033726HII1756HII1756------DH557SRS56903--SK378----SK378--J034810.99+233025.103481098+2330253tm6x
577210860152DH558--------DH558----------DH558034811.41+204642.3J034811.43+204642.303481141+2046426--
578211063134HCG311--HCG311----DH560SRS56714--------V*V342Tau034813.31+235846.8J034813.31+235846.703481330+2358471tm6x
579211084436HII1762HII1762--------SRS56582----Tr493WCZ290HD23733--J034813.57+241906.003481354+2419063--
580211041474HCG315--HCG315HHJ281--DH561SRS56857--SK374----V*V458Tau034813.78+233759.3J034813.78+233759.103481377+2337596tm6x
581211080885BPL169------------BPL169------BPL169034814.29+241550.5J034814.31+241550.403481429+2415509tm6x
582211029245HHJ232----HHJ232----SRS56921--------HHJ232034815.24+232605.3J034815.24+232605.403481523+2326056tm6x
583211045648HHJ336----HHJ336--DH562SRS56826--------DH562034815.27+234203.3J034815.28+234203.203481526+2342036tm6x
584211139647BPL170--------DH563--BPL170------DH563034815.48+251436.3J034815.48+251436.403481548+2514367--
585211038622HHJ151----HHJ151--DH564----------DH564034816.08+233515.2J034816.09+233515.103481608+2335155tm6x
586211138217HII1766HII1766--------SRS56097--------HD23732--J034816.88+251254.403481686+2512546--
587211041683HII1797HII1797--------SRS56858----Tr500WCZ294BD+23551--J034816.92+233812.103481691+2338125tm6x
588211057320HII1794HII1794--------SRS56748----Tr499WCZ293HD282972--J034817.13+235325.003481712+2353253tm6x
589211096385HII1785HII1785HCG312----DH566SRS56505--------V*V343Tau034817.29+243015.6J034817.30+243015.703481729+2430160tm6x
590211051985HHJ188----HHJ188----SRS54613--------HHJ188034817.36+234823.5J034817.37+234823.403481736+2348239tm6x
591210942652HHJ187----HHJ187----SRS55341BPL171------BPL171034817.60+220400.9J034817.62+220400.803481760+2204013--
592211128863HII1776HII1776------DH567SRS56167----Tr495--HD282958--J034817.70+250251.903481769+2502523--
593211057388s5158273HII1805------------------VM43--J034818.02+235329.003481801+2353294tm6x
594211090981BPL172------------BPL172------2MASSJ03481900+2425130034819.02+242512.6J034819.01+242512.703481900+2425130tm6x
595211039634DH568--------DH568SRS54694--------DH568034819.84+233611.8J034819.84+233611.703481983+2336121tm6x
596211121361HCG313--HCG313----DH569SRS56329BPL173SK371----V*V344Tau034820.28+245454.9J034820.30+245454.803482028+2454552tm6x
597211034343HCG321--HCG321----DH570----------V*V345Tau034820.57+233101.3J034820.58+233101.303482057+2331016tm6x
598211028385HII1823HII1823--------------Tr506WCZ300HR1172--J034820.82+232516.503482081+2325165tm6x
599211101098BPL174--------DH571--BPL174------DH571034821.54+243443.3J034821.53+243443.603482152+2434437tm6x
600210993561HCG323--HCG323----DH572SRS55063BPL175SK370----V*V870Tau034822.66+225221.2J034822.66+225221.503482264+2252217--
601211030912HHJ171----HHJ171--DH573----------DH573034822.71+232742.8J034822.70+232742.803482269+2327431tm6x
602211062705HII1827HII1827HCG319------SRS54551--SK369----V*V346Tau--J034822.77+235820.903482276+2358212tm6x
603211115457SK368----HHJ309--DH574SRS54214BPL176SK368----BPL176034822.80+244853.3J034822.81+244853.503482280+2448537tm6x
604211088144BPL177------------BPL177------BPL177034823.62+242235.1J034823.61+242235.203482362+2422352tm6x
605211010149DH576--------DH576----------DH576034823.92+230808.0J034823.92+230808.303482391+2308084tm6x
606211041648WCZ307------------------WCZ307WCZ307--J034825.22+233810.803482522+2338107tm6x
607211079332HCG322--HCG322HHJ314--DH577SRS54440BPL178SK363----V*V871Tau034825.24+241425.8J034825.24+241425.703482523+2414262tm6x
608210951703HCG329--HCG329------SRS55298--------V*V351Tau--J034825.52+221241.303482550+2212417--
609210993392BPL179------------BPL179------BPL179034825.61+225213.0J034825.61+225212.903482561+2252128--
610211139723HCG317--HCG317----DH578SRS54015--------V*V543Tau034826.04+251440.8J034826.05+251440.703482603+2514411--
611211067419HII1856HII1856--------SRS54525----Tr514WCZ306HD282971--J034826.18+240253.903482616+2402544--
612211013604HCG332--HCG332HHJ339----SRS54944--SK362----V*V348Tau034826.59+231129.5J034826.59+231129.703482658+2311299tm6x
613211020742HII1883HII1883HCG331----DH579SRS54913----Tr520WCZ312V*V660Tau--J034828.04+231802.603482802+2318027tm6x
614211062438HCG328--HCG328HHJ132--------------V*V460Tau034829.76+235805.8J034829.76+235805.703482975+2358060tm6x
615211086138HD23763=HII1876HII1876--------SRS54409----Tr518WCZ310HD23763034830.10+242043.9J034830.10+242043.903483009+2420441tm6x
616211081985HCG324--HCG324HHJ404--DH580SRS54428BPL180------V*V349Tau034831.06+241653.1J034831.06+241653.003483104+2416535tm6x
617211066477HCG327--HCG327HHJ197--DH581----------V*V872Tau034831.84+240158.5J034831.84+240158.503483183+2401590tm6x
618211056483NPL24--------------------NPL24034832.66+235240.5J034832.67+235240.703483267+2352407tm6x
619211066484HHJ184----HHJ184--DH582----------DH582034833.77+240158.8J034833.79+240158.703483377+2401591tm6x
620211029232HII1924HII1924--------SRS54800------WCZ321K78--J034834.52+232604.903483451+2326053tm6x
621210994964HHJ10----HHJ10------BPL181------V*V661Tau034835.20+225342.1J034835.19+225342.303483518+2253425--
622211076761V352Tau=HCG335--HCG335HHJ96--DH583--BPL182------V*V352Tau034835.48+241202.9J034835.50+241202.903483548+2412033tm6x
623211021881WCZ329------------------WCZ329WCZ329--J034838.18+231908.703483818+2319087tm6x
624211116917DH585--------DH585----------DH585034839.30+245019.8J034839.31+245019.903483929+2450202tm6x
625211107529WCZ325------------------WCZ325WCZ325--J034839.42+244057.403483942+2440575tm6x
626211077464HCG337--HCG337HHJ347----SRS54452BPL184SK353----V*V873Tau034839.90+241242.6J034839.92+241242.603483990+2412430tm6x
627211103033HCG333--HCG333----DH586SRS54296BPL185SK351----V*V662Tau034840.43+243633.9J034840.43+243634.103484042+2436342tm6x
628211127395BPL186------------BPL186------BPL186034840.60+250119.8J034840.60+250119.903484059+2501201--
629211016654HCG343--HCG343------SRS52841--SK352----V*V875Tau034840.98+231417.1J034840.99+231417.103484097+2314176tm6x
630211050471HII1969--------------------HII1969--J034841.36+234653.003484134+2346530tm6x
631211126627HCG339--HCG339------SRS54115BPL187SK349----V*V461Tau034842.14+250028.1J034842.14+250028.403484213+2500285--
632211093202HHJ44----HHJ44--DH587--BPL188------DH587034842.69+242719.4J034842.68+242719.703484267+2427197tm6x
633211018096HD23791=HII1993HII1993--------SRS52833----Tr551--HD23791--J034843.90+231535.103484389+2315354tm6x
634211132233BPL189--------DH589SRS54078BPL189------DH589034844.04+250622.3J034844.05+250622.503484403+2506226--
635211103923DH590--------DH590----------2MASSJ03484468+2437237034844.69+243723.4J034844.69+243723.603484468+2437237tm6x
636211103969HCG346--HCG346HHJ111------BPL190------V*V463Tau034845.35+243726.2J034845.35+243726.403484534+2437265tm6x
637211023137HII2016HII2016HCG344------SRS52796----Tr557--V*V796Tau--J034845.44+232019.703484542+2320201tm6x
638210942842------------0.900000------------J034846.60+220412.403484659+2204129--
639210901321UGCSJ034848.23+212440.4--------------------UGCSJ034848.23+212440.4034848.22+212440.4J034848.22+212440.503484821+2124408--
640211027879HHJ86----HHJ86--------------HHJ86034848.78+232447.9J034848.79+232447.803484877+2324483tm6x
641211081096HII2027HII2027--------SRS52383----Tr562WCZ342UCAC240300217--J034848.97+241602.303484894+2416027tm6x
642211063000HII2034HII2034HCG348------SRS52514----Tr563WCZ343V*V545Tau--J034849.34+235837.903484932+2358383--
643211006328HHJ116----HHJ116--------------HHJ116034850.67+230429.9J034850.67+230430.003485065+2304303tm6x
644211082573WCZ346------------------WCZ346WCZ346--J034851.43+241727.703485143+2417277tm6x
645211099045WCZ347------------------WCZ347WCZ347--J034854.33+243244.503485432+2432444tm6x
646211053667WCZ350------------------WCZ350WCZ350--J034854.46+235001.303485446+2350012tm6x
647211087131HHJ8----HHJ8--------------HHJ8034855.65+242140.1J034855.65+242140.103485564+2421404tm6x
648211085091HCG349--HCG349------SRS52359--SK340----V*V759Tau034857.35+241943.6J034857.36+241943.503485734+2419438--
649211007577HHJ353----HHJ353--DH595SRS52894--------DH595034858.28+230539.0J034858.29+230539.103485827+2305393tm6x
650211014186HII2106HII2106--------SRS52852--------SRS52852--J034858.50+231203.903485848+2312044--
651211120664HCG351--HCG351HHJ332--DH596SRS52089BPL195SK335----V*V465Tau034900.99+245410.0J034900.98+245410.203490097+2454102tm6x
652211000411HCG353--HCG353HHJ414--DH597SRS52935--SK336----V*V548Tau034901.01+225849.1J034901.02+225849.103490100+2258496--
653211041750DH598--------DH598----------DH598034901.15+233815.5J034901.15+233815.303490114+2338158tm6x
654211017570HII2126HII2126--------SRS52835----Tr584--MSK184--J034902.35+231508.403490232+2315088tm6x
655210933044BPL197------------BPL197------BPL197034902.96+215446.9J034902.97+215446.803490295+2154472--
656211047980HCG354HII2144HCG354HHJ440--DH601SRS50667--SK331----V*V355Tau--J034905.87+234422.803490585+2344232tm6x
657211008337HCG357--HCG357----DH602SRS50885--SK332----V*V549Tau034905.93+230621.8J034905.92+230622.003490591+2306222tm6x
658211050460HII2147HII2147--------SRS50655----Tr588WCZ361V*V1282Tau--J034906.12+234652.303490610+2346525tm6x
659210938739BPL198------------BPL198------BPL198--J034906.53+220017.703490654+2200175--
660200007768Atlas=HII2168HII2168--------------Tr594WCZ367*27Tau--J034909.74+240312.303490974+2403121tm6x
661211055838WCZ369------------------WCZ369WCZ369--J034909.89+235205.303490988+2352052tm6x
662211086260HCG355--HCG355HHJ287--DH604SRS50281BPL199------V*V356Tau034911.03+242051.1J034911.04+242051.103491102+2420513tm6x
663200007773Pleione=HII2181HII2181----------------WCZ372*28Tau--J034911.22+240812.203491121+2408120tm6x
664210949534HCG360--HCG360------SRS51191--------V*V876Tau--J034911.25+221035.903491123+2210364--
665211036665HII2193HII2193HCG358----DH605SRS50723--SK326----V*V357Tau--J034911.29+233318.503491127+2333189tm6x
666211104722HII2172HII2172--------SRS50141------WCZ368HD282965--J034911.74+243811.603491172+2438117--
667211057064HD23863=HII2195HII2195--------SRS50611----Tr607WCZ377HD23863034912.19+235312.1J034912.19+235312.503491219+2353126--
668211016037HII2209HII2209------DH607SRS50834--------HII2209--J034912.32+231341.703491230+2313421tm6x
669211102810BPL202------------BPL202------2MASSJ03491511+2436226034915.12+243622.4J034915.12+243622.503491511+2436226tm6x
670211100392HII2208HII2208HCG359------SRS50177--SK324----V*V358Tau--J034915.39+243402.103491537+2434022tm6x
671211025773HHJ36----HHJ36--------------STAR28034915.62+232249.1J034915.62+232249.303491561+2322495tm6x
672211068337HCG362--HCG362----------------V*V467Tau034916.42+240348.9J034916.42+240348.903491640+2403491tm6x
673211089419HII2220HII2220--------SRS50257----Tr613WCZ382HD23872034916.79+242345.7J034916.79+242346.003491679+2423461tm6x
674211065427HHJ308----HHJ308--DH609----------DH609--J034916.81+240058.303491680+2400588--
675211050402DH610--------DH610----------DH610034918.66+234648.7J034918.66+234648.703491865+2346491tm6x
676211113202HII2244HII2244HCG369----DH613SRS50075----Tr616WCZ385V*V664Tau--J034920.59+244636.103492059+2446360tm6x
677211108263HHJ51----HHJ51--DH615--BPL204------DH615034921.24+244140.8J034921.25+244141.003492124+2441411tm6x
678211042656HCG363--HCG363HHJ306--DH616SRS50685--SK319----V*V551Tau034921.49+233906.2J034921.50+233906.103492148+2339066tm6x
679211088413HD23873=HII2263HII2263--------SRS50273----Tr622WCZ389HD23873034921.76+242251.2J034921.76+242251.203492173+2422515--
680210915466DH619--------DH619----------DH619034922.51+213755.9J034922.51+213756.203492250+2137564--
681211054014HII2284HII2284--------SRS50631----Tr628WCZ394V*V1089Tau--J034924.07+235021.003492405+2350214tm6x
682210958195BPL206------------BPL206------BPL206034925.55+221844.3J034925.56+221844.303492554+2218447--
683211004548HHJ79----HHJ79--DH620--BPL207------DH620034925.61+230249.8J034925.61+230250.103492559+2302503tm6x
684211089916HHJ192----HHJ192--DH621----------DH621034927.58+242413.7J034927.59+242413.503492757+2424138tm6x
685211098117HCG370--HCG370----DH622SRS50185--------V*V359Tau034927.65+243154.0J034927.65+243154.003492763+2431542tm6x
686211083877WCZ399------------------WCZ399WCZ399--J034928.11+241836.203492811+2418363tm6x
687211046315HII2311HII2311--------SRS50675--------VM59--J034928.76+234243.603492873+2342440--
688211042471HHJ158----HHJ158--DH624----------DH624034929.81+233855.2J034929.82+233855.103492980+2338555tm6x
689211044929HHJ142----HHJ142--DH625SRS48596--------DH625034931.21+234119.6J034931.23+234119.503493121+2341199tm6x
690211018906DH626--------DH626----------DH626034932.16+231617.9J034932.17+231617.803493215+2316182tm6x
691211059767HCG371--HCG371HHJ221--DH627----SK310----V*V363Tau034932.53+235542.3J034932.54+235542.303493253+2355426tm6x
692211027758HHJ245----HHJ245--------------HHJ245034932.57+232441.0J034932.58+232440.803493256+2324412tm6x
693211025770HII2345HII2345--------SRS48710----Tr651WCZ411HD23912--J034932.73+232249.203493272+2322494--
694211098279HCG372--HCG372HHJ346----SRS48234BPL209SK309----V*V361Tau034933.04+243202.3J034933.04+243202.603493302+2432027tm6x
695211051330HII2341HII2341--------SRS48539----Tr649WCZ409V*V1090Tau--J034933.13+234743.103493312+2347435tm6x
696211030481HII2368HII2368HCG374----DH629SRS48670--------V*V667Tau--J034934.92+232716.503493491+2327169tm6x
697211105310WCZ408------------------WCZ408WCZ408--J034934.95+243846.303493494+2438462tm6x
698210815768DH631--------DH631----------DH631--J034935.77+200628.603493574+2006289--
699210947895HCG376--HCG376------SRS49154--------V*V365Tau--J034935.89+220904.803493587+2209053--
700211060530HCG373--HCG373HHJ286--DH632SRS48487--SK307----V*V668Tau034936.12+235623.1J034936.12+235623.103493610+2356234tm6x
701211020101HII2406HII2406--------SRS48743----Tr667WCZ426TYC1800-496-1--J034939.41+231724.003493939+2317244tm6x
702211023311HD23924=HII2415HII2415--------SRS48725----Tr670WCZ429HD23924--J034940.92+232029.803494092+2320298--
703210829886s4382488--------------------2MASSJ03494101+2019276--J034941.03+201927.003494101+2019276--
704211017407UGCSJ034941.13+231459.2--------------------UGCSJ034941.13+231459.2034941.14+231459.3J034941.14+231459.403494112+2314596tm6x
705210934634BPL214------------BPL214------BPL214034941.70+215619.2J034941.71+215619.003494169+2156195--
706211093684HII2407HII2407------DH637SRS48269----Tr668WCZ427V*V1283Tau--J034942.29+242746.603494227+2427470tm6x
707211084463--HII2411bHCG377b--------------------J034942.72+241907.303494270+2419077tm6x
708211046293HR1183=HII2425HII2425--------SRS48593----Tr671WCZ430HR1183--J034943.53+234242.703494353+2342427tm6x
709210949721BPL216--------DH639SRS47191BPL216------V*V877Tau034948.43+221048.2J034948.45+221048.203494843+2210485--
710211045933HII2462HII2462--------SRS48589----Tr680WCZ437HII2462--J034950.37+234219.803495035+2342202tm6x
711210872577UGCSJ034950.38+205759.8--------------------UGCSJ034950.38+205759.8034950.38+205759.9J034950.39+205759.903495037+2058003--
712210894583HCG378--HCG378----DH640----------V*V670Tau034951.79+211826.0J034951.81+211826.003495179+2118264--
713211085907HII2482--------------------HII2482--J034954.49+242029.403495449+2420294tm6x
714211070577DH641--------DH641----------DH641034955.49+240605.0J034955.49+240604.903495547+2406052tm6x
715210833622UGCSJ034956.07+202252.2--------------------UGCSJ034956.07+202252.2034956.07+202252.2J034956.07+202252.303495606+2022527--
716211015348HII2506HII2506--------SRS46783--------BD+22574--J034956.50+231306.903495648+2313071tm6x
717211047055DH644--------DH644----------DH644034957.64+234328.1J034957.64+234328.003495762+2343284tm6x
718211054599HD23964HII2507--------------Tr697/Tr695[?]/Tr694[?]--HD23964--J034958.05+235055.003495805+2350554--
719211046168SK293----------SRS46633--SK293----MSK211034958.33+234233.6J034958.35+234233.603495833+2342340tm6x
720211076441BPL220------------BPL220------BPL220034959.53+241145.6J034959.54+241145.803495953+2411461tm6x
721211055468HCG382--HCG382----DH648SRS46565--------V*V368Tau035002.17+235144.6J035002.18+235144.403500216+2351449tm6x
722211062937HHJ256----HHJ256--------------HHJ256035003.89+235834.1J035003.90+235834.003500390+2358341tm6x
723211012843SK287--------DH649----SK287----DH649035004.25+231044.5J035004.24+231044.703500423+2310447tm6x
724211020988DH650--------DH650----------DH650035004.99+231817.2J035005.00+231817.403500498+2318175tm6x
725211071889HII2548HII2548------DH651SRS46461--------V*V1173Tau--J035005.06+240726.203500505+2407264tm6x
726211156183HCG386--HCG386----DH654----------V*V671Tau035008.41+253255.7J035008.43+253255.503500841+2532560--
727211064196HII2602HII2602HCG391----DH657SRS46511--SK280----V*V372Tau--J035012.26+235944.903501225+2359453tm6x
728211059658SK279--------DH659SRS46541--SK279----DH659035012.46+235535.9J035012.45+235535.903501244+2355363tm6x
729211052416DH660--------DH660----------DH660035012.60+234848.8J035012.60+234848.703501259+2348491tm6x
730211056973HII2612--------------------HII2612--J035013.82+235307.803501381+2353078tm6x
731211149525DH662--------DH662----------DH662035014.76+252529.7J035014.76+252529.703501474+2525302--
732211078413HCG394--HCG394----DH663SRS46413BPL226SK276----V*V469Tau035015.26+241336.0J035015.27+241336.203501526+2413363tm6x
733211147023TrS151x----------SRS45940----TrS151x--HD23975--J035017.68+252246.103501766+2522464--
734211007717HII2665HII2665--------SRS44803--------SRS44803--J035021.31+230546.503502130+2305470tm6x
735210950265HCG398--HCG398----DH667SRS45098--------V*V673Tau--J035022.92+221117.603502291+2211181--
736210855272DH668--------DH668----------DH668035024.95+204217.7J035024.95+204217.803502494+2042181--
737211059754HCG396--HCG396----DH669----------V*V373Tau035025.15+235541.8J035025.15+235541.703502514+2355420tm6x
738211025708SK273--------DH670SRS44698--SK273----DH670035027.35+232244.9J035027.35+232245.003502734+2322452tm6x
739211005706DH671--------DH671----------DH671035027.83+230354.8J035027.83+230355.103502781+2303552tm6x
740210947594HCG401--HCG401----DH673----------V*V674Tau035031.94+220847.5J035031.96+220847.303503194+2208477--
741210830104UGCSJ035033.86+201938.3--------------------UGCSJ035033.86+201938.3035033.87+201938.3J035033.87+201938.303503385+2019387--
742211149600PELS072------PELS072DH676SRS43849--------V*V1091Tau--J035035.73+252535.203503571+2525354--
743210967901HCG404--HCG404----DH677SRS42988--------V*V878Tau035037.42+222808.0J035037.41+222808.103503740+2228083--
744211015258SK263--------DH678SRS44756--SK263----DH678035038.92+231302.4J035038.91+231302.703503890+2313028tm6x
745211147822DH679--------DH679SRS43863--------DH679--J035039.31+252337.103503929+2523375--
746211060078HII2786HII2786--------SRS44497----Tr772--V*V1175Tau--J035040.08+235558.703504007+2355590tm6x
747211161968DH682--------DH682----------DH682035041.21+253930.3J035041.20+253930.603504119+2539308--
748211022539HII2870HII2870------DH685SRS42688--------V*V1211Tau--J035051.45+231944.503505143+2319447tm6x
749211062007HII2866HII2866--------SRS42433----Tr791WCZ476HD24076--J035052.45+235741.203505244+2357415--
750211053737HII2881HII2881--------SRS42481----Tr796--V*V1176Tau--J035054.34+235005.103505432+2350056tm6x
751211158092HCG412--HCG412----DH688SRS41728--SK253----V*V464Tau035056.62+253506.2J035056.63+253506.103505660+2535066--
752211059775HCG414--HCG414----DH690----------V*V763Tau035058.16+235542.4J035058.17+235542.603505815+2355428tm6x
753211129308HII2908HII2908HCG417----------------V*V376Tau--J035102.32+250319.303510231+2503197--
754211038382UGCSJ035103.27+233500.0--------------------UGCSJ035103.27+233500.0035103.28+233500.0J035103.29+233500.003510326+2335005tm6x
755210963935s4954485----------0.0500000--------HAT260-08528--J035103.92+222416.703510391+2224172--
756211023807DH695--------DH695----------DH695035107.11+232057.5J035107.10+232057.603510709+2320578tm6x
757211048321BPL232------------BPL232------BPL232035111.88+234443.2J035111.88+234443.403511187+2344434tm6x
758211060049HII2966HII2966------DH698SRS40463--SK244----V*V1193Tau035112.07+235557.2J035112.08+235557.203511207+2355575tm6x
759211147423----HCG425------0.160000--------V*V801Tau035113.84+252311.2J035113.86+252311.103511384+2523116--
760211019565HCG423--HCG423----DH699SRS40728--SK239----V*V377Tau--J035115.82+231656.103511581+2316562tm6x
761210878635DH700--------DH700----------DH700--J035116.62+210334.903511661+2103351--
762211053255HII2984HII2984--------SRS40506----Tr833--V*V1051Tau--J035116.88+234935.403511685+2349357tm6x
763211011910DH703--------DH703SRS40771--------DH703035119.48+230949.3J035119.49+230949.203511947+2309497tm6x
764211055896CALAR7----------------------035121.34+235208.5J035121.34+235208.503512133+2352082tm6x
765211135523s5286016----------0.990000--------SRS39943--J035122.15+250957.703512213+2509580--
766211045908BPL234------------BPL234------BPL234035122.46+234219.1J035122.47+234219.203512246+2342192tm6x
767210945519HCG420--HCG420----DH707SRS39088--------V*V880Tau--J035123.88+220647.803512387+2206482--
768211131748SK231--------DH708SRS39975--SK231----DH708035123.88+250552.5J035123.90+250552.403512388+2505528--
769211048942BRB14------------BPL235------BRB14--J035125.57+234521.403512555+2345213tm6x
770211138883DH717--------DH717SRS39913--SK220----DH717035136.41+251340.5J035136.42+251340.403513640+2513408--
771211013066HII3104HII3104HCG435----------------V*V384Tau--J035138.04+231059.003513802+2310594tm6x
772211025002BPL237------------BPL237------BPL237035139.07+232204.2J035139.08+232204.403513906+2322046--
773211125210HII3097HII3097------DH722SRS37897----Tr880--TYC1804-1400-1--J035140.46+245859.103514044+2458594--
774210917754PELS068------PELS068--SRS39271--------PELS68--J035142.10+214005.703514208+2140061--
775211029838BPL240------------BPL240------2MASSJ03514491+2326395035144.94+232639.3J035144.94+232639.503514491+2326395--
776211026586BPL241------------BPL241------BPL241035146.56+232334.8J035146.55+232334.803514654+2323347--
777211020371----------------------V*V802Tau035151.14+231741.1J035151.16+231740.903515114+2317414--
778211038222BPL242------------BPL242------2MASSJ03515154+2334494035151.54+233449.1J035151.55+233449.203515154+2334494--
779210927253UGCSJ035151.56+214916.8--------------------UGCSJ035151.56+214916.8035151.55+214916.7J035151.57+214916.703515155+2149171--
780210927331----------------------UGCSJ035151.89+214921.6035151.90+214921.6J035151.90+214921.603515189+2149219--
781211036881HCG439--HCG439----DH727SRS38521BPL244SK210----V*V389Tau035154.52+233331.2J035154.51+233331.603515450+2333317--
782211123454DH729--------DH729----------DH729035157.11+245706.3J035157.11+245706.503515711+2457065tm6x
783211023176HII3187HII3187------DH730SRS36536--------DH730--J035157.34+232021.803515733+2320219--
784211106636------------0.820000--------UGCSJ035158.82+244004.3035158.81+244004.2J035158.82+244004.203515881+2440046tm6x
785211106535----HCG445------0.580000--SK205----V*V387Tau035159.32+243958.7J035159.31+243958.803515931+2439590tm6x
786211127537HCG447--HCG447----DH733SRS37880BPL248------V*V562Tau035201.65+250129.1J035201.65+250129.003520163+2501295--
787211106344HII3197HII3197HCG448------SRS36000--------V*V679Tau--J035202.25+243947.803520223+2439479tm6x
788210914077DH735--------DH735----------DH735--J035202.50+213637.603520247+2136377--
789211132111BPL250--------DH736--BPL250------DH736035202.64+250614.9J035202.64+250614.803520262+2506151--
790211127297BPL251--------DH737--BPL251------DH737035203.58+250113.5J035203.59+250113.503520357+2501139--
791211020039SK202--------------SK202----SK202035203.61+231721.2J035203.62+231721.403520361+2317215--
792210923443DH738--------DH738----------DH738--J035204.38+214539.003520437+2145392--
793210974893SK201--------DH740SRS36819--SK201----DH740035205.57+223455.0J035205.58+223455.203520557+2234553--
794210939705DH741--------DH741----------DH741035206.66+220114.3J035206.67+220114.203520665+2201146--
795211151674HCG449--HCG449----DH742--BPL255------V*V390Tau035207.96+252754.6J035207.95+252754.603520794+2527547--
796210947847s4955064------------------------J035208.15+220902.203520813+2209025--
797210837336PELS063------PELS063------------PELS63--J035208.81+202618.503520880+2026189--
798210866482DH743--------DH743----------DH743035211.22+205233.3J035211.22+205233.503521120+2052338--
799211132057BPL258------------BPL258------BPL258035217.44+250611.8J035217.43+250611.703521743+2506120--
800211093203BPL259--------DH748SRS36087BPL259------DH748035217.53+242719.6J035217.54+242719.803521754+2427197tm6x
801210939348DH749--------DH749----------DH749035218.46+220053.3J035218.46+220053.303521844+2200536--
802210907442--------------------------J035224.59+213022.303522457+2130227--
803210928539DH752--------DH752----------DH752035225.92+215031.4J035225.93+215031.603522591+2150319--
804211140155SK179--------DH755SRS33629BPL262SK179----DH755035231.37+251507.4J035231.38+251507.303523136+2515078--
805211144310BPL263------------BPL263------BPL263035231.60+251949.5J035231.60+251949.303523157+2519499--
806210969937HCG458--HCG458----DH757SRS34787--SK174----V*V395Tau035234.48+223007.4J035234.47+223007.503523446+2230078--
807211127164BPL265--------DH758--BPL265------DH758035235.32+250104.5J035235.32+250104.403523531+2501047--
808211171449HCG461--HCG461HHJ244--DH760SRS33341--------V*V768Tau035238.90+255025.2J035238.91+255025.503523891+2550256--
809211136223DH762--------DH762----------DH762035242.20+251042.2J035242.21+251042.103524219+2510424--
810211132831SRS33701--------------------SRS33701035242.50+250702.7J035242.52+250702.703524249+2507029--
811211093906BPL266--------DH763SRS34011BPL266------DH763035243.24+242758.4J035243.23+242758.803524322+2427587--
812211086444BPL268--------DH766--/BPL268/BPL269[?]------DH766035244.47+242059.3J035244.47+242059.603524446+2420595--
813211141637DH767--------DH767SRS33616--------DH767--J035245.36+251647.103524534+2516475--
814210919084DH768--------DH768----------DH768--J035245.66+214119.803524566+2141201--
815210920246HCG460--HCG460----DH769----------V*V567Tau--J035248.70+214227.803524869+2142283--
816211126936BPL271------------BPL271------BPL271035249.68+250050.6J035249.69+250050.703524968+2500507--
817210971348HCG462--HCG462HHJ302--DH770SRS32607--SK150----V*V568Tau035251.71+223132.6J035251.72+223132.603525170+2231331--
818211135940BPL273------------BPL273SK152----SK152035252.10+251026.0J035252.12+251025.703525209+2510264--
819210924735PELS069------PELS069------------PELS69----03525300+2146550--
820211142460HCG464--HCG464----DH771SRS31383BPL274SK151----V*V477Tau035254.24+251743.2J035254.26+251743.103525424+2517435--
821211124025BPL275------------BPL275------BPL275035255.91+245741.7J035255.92+245741.703525591+2457419--
822210965731HCG463--HCG463HHJ358--DH772----SK143----V*V883Tau035256.96+222601.1J035256.97+222601.103525696+2226015--
823210880560DH774--------DH774----------DH774--J035258.36+210520.003525834+2105203--
824211150258BPL277------------BPL277------BPL277035258.78+252618.9J035258.78+252618.903525877+2526193--
825211120561SK145--------DH775SRS31555--SK145----2MASSJ03525913+2454055--J035259.14+245405.403525913+2454055--
826210917230AKV088--------------------AKV-88--J035302.38+213936.103530236+2139367--
827211130173HHJ13----HHJ13------BPL278------BPL278035305.13+250415.6J035305.13+250415.603530512+2504157--
828211168863HHJ53----HHJ53--DH778----------DH778035307.28+254721.4J035307.29+254721.403530727+2547216--
829211142730BPL279------------BPL279------BPL279035307.48+251803.3J035307.48+251803.403530747+2518035--
830211063255SK132--------DH782----SK132----DH782035321.61+235853.9J035321.62+235854.003532159+2358542--
831211067949BPL282------------BPL282------BPL282035321.67+240326.6J035321.68+240326.603532166+2403268--
832211131711BPL284------------BPL284------BPL284035323.36+250549.9J035323.35+250550.303532334+2505505--
833211068400PELS071------PELS071DH783SRS29771--------DH783--J035323.71+240354.103532369+2403542--
834210770541s4543478------------------------J035324.10+192516.303532407+1925169--
835211128116HCG471--HCG471HHJ170--DH785SRS29344BPL286------V*V397Tau035324.49+250207.0J035324.50+250207.003532449+2502072--
836210769751s4728998------------------------J035326.95+192432.503532693+1924330--
837210871940DH789--------DH789----------DH789--J035331.57+205726.903533155+2057271--
838211069099BPL287------------BPL287------BPL287035334.55+240438.3J035334.56+240438.303533454+2404382--
839211090925HCG473--HCG473HHJ372------BPL288SK122----V*V398Tau035340.96+242509.5J035340.96+242509.703534095+2425098--
840210863683DH792--------DH792----------DH792--J035343.03+205000.203534301+2050006--
841211065141BPL289------------BPL289------BPL289035344.52+240042.4J035344.53+240042.303534452+2400425--
842211048116HCG474--HCG474HHJ237------BPL290SK115----V*V570Tau035347.58+234430.9J035347.57+234431.003534758+2344310--
843211052796HHJ28----HHJ28------BPL291------BPL291035348.04+234909.5J035348.03+234909.803534804+2349098--
844211062538BPL292------------BPL292------BPL292035348.13+235812.2J035348.13+235812.303534814+2358122--
845211177579PELS083------PELS083DH793----------HD283046--J035350.27+255752.403535026+2557526--
846210977645SK109--------------SK109----SK109035352.45+223734.1J035352.46+223734.203535245+2237342--
847210964780DH794--------DH794SRS26144--------DH794--J035352.83+222506.503535282+2225068--
848210840112DH795--------DH795----------DH795--J035358.13+202849.303535812+2028496--
849211090906BPL295------------BPL295------BPL295035358.22+242508.7J035358.23+242508.703535821+2425090--
850211044588BPL296------------BPL296------BPL296035359.92+234100.2J035359.91+234100.403535992+2341003--
851211101218BPL297------------BPL297------BPL297035400.37+243449.8J035400.37+243450.003540037+2434500--
852211063361HHJ322----HHJ322----SRS25511BPL298------BPL298035400.71+235859.8J035400.70+235859.703540069+2359000--
853211144341BPL300------------BPL300------BPL300--J035401.16+251951.803540116+2519518--
854211130972SK103------------BPL302SK103----SK103035404.88+250506.2J035404.90+250506.003540487+2505065--
855210763843UGCSJ035406.96+191914.2--------------------UGCSJ035406.96+191914.2035406.96+191914.3J035406.96+191914.303540694+1919149--
856211085419AKIV314----------SRS25368--------AKIV-314--J035408.93+242000.903540892+2420011--
857211143325HCG484--HCG484----DH796--BPL304------V*V887Tau035411.48+251842.6J035411.49+251842.603541148+2518430--
858210873256DH798--------DH798----------DH798--J035413.52+205838.203541351+2058386--
859211160547SK99----HHJ318----SRS24771--SK99----HHJ318035414.17+253757.2J035414.17+253757.303541416+2537575--
860211135437BPL306------------BPL306------2MASSJ03541527+2509523035415.29+250952.2J035415.29+250952.003541527+2509523--
861211086170BPL307------------/BPL307/BPL308[?]------BPL308035415.59+242045.7J035415.60+242045.803541559+2420458--
862211145665BPL309------------BPL309------BPL309035415.64+252118.9J035415.64+252119.003541564+2521190--
863210938726DH799--------DH799----------DH799035416.80+220016.5J035416.80+220016.403541678+2200168--
864211153286DH800--------DH800SRS24830--------DH800--J035418.83+252942.503541882+2529430--
865211069011AK1A317----------SRS25476--------HD24463--J035421.60+240432.103542159+2404323--
866211041682HHJ214----HHJ214--DH801SRS23569BPL311------DH801035422.49+233811.9J035422.48+233812.003542247+2338122--
867211109330HCG487--HCG487HHJ131--DH802--BPL312------V*V401Tau035425.03+244243.4J035425.03+244243.703542503+2442437--
868211087059V1289Tau----------0.590000--------V*V1289Tau--J035425.24+242136.103542523+2421363--
869210899950PELS078------PELS078------------HIP18266--J035427.84+212322.903542782+2123231--
870211053776HCG489--HCG489------SRS23484--------V*V888Tau--J035427.97+235007.003542795+2350075--
871211060762BPL313------------BPL313------BPL313035428.11+235635.9J035428.11+235636.203542810+2356363--
872211084620DH803--------DH803SRS23272--------DH803--J035428.46+241915.603542844+2419161--
873211037023BPL314------------BPL314------BPL314035433.13+233339.4J035433.13+233339.603543312+2333395--
874211163008HCG491--HCG491------SRS24744--SK91----V*V402Tau--J035433.62+254043.303543361+2540437--
875210931244HCG488--HCG488----DH804----------V*V577Tau035434.80+215301.7J035434.80+215301.703543479+2153021--
876211102300BPL315--------DH806--BPL315------DH806035439.12+243554.4J035439.13+243554.603543911+2435546--
877211140205BPL316------------BPL316------2MASSJ03544419+2515111035444.20+251510.9J035444.20+251511.003544419+2515111--
878211128979BPL317------------BPL317------BPL317----03544636+2502594--
879211154974DH808--------DH808----------DH808035446.52+253134.8J035446.53+253135.003544652+2531352--
880211137863SK82----HHJ371--DH809--BPL318SK82----BPL318035448.00+251230.2J035448.00+251230.203544798+2512304--
881211132256BPL319------------BPL319------BPL319035449.70+250624.1J035449.71+250624.203544970+2506242--
882211100931HCG495--HCG495------SRS21011--------V*V889Tau--J035452.57+243434.303545255+2434344--
883211134660BPL320------------BPL320------BPL320035455.74+250904.2J035455.75+250904.103545573+2509043--
884211139534SK76--------DH810SRS20699BPL321SK76----DH810035458.02+251429.0J035458.04+251428.903545802+2514293--
885211138537BPL322------------BPL322------BPL322035503.68+251316.7J035503.69+251316.803550367+2513168--
886211136549BPL323------------BPL323------BPL323035506.13+251106.2J035506.14+251106.203550614+2511062--
887211082538SK67--------------SK67----SK67035507.08+241725.6J035507.09+241725.803550707+2417258--
888211069510SK65----HHJ313--DH812SRS21238BPL324SK65----DH812035508.98+240502.5J035508.98+240502.503550896+2405028--
889210776021DH813--------DH813----------DH813--J035513.64+193016.503551362+1930170--
890210784223s4745026--------------------2MASSJ03551573+1937466--J035515.75+193746.003551573+1937466--
891211057160BPL325------------BPL325------BPL325035517.16+235316.6J035517.17+235316.903551716+2353171--
892211082185BPL326------------BPL326------BPL326035518.11+241705.7J035518.11+241705.803551810+2417058--
893211115616BPL327------------BPL327------BPL327035523.08+244904.9J035523.07+244905.103552307+2449052--
894211139818BPL328------------BPL328------BPL328035527.05+251445.8J035527.05+251445.803552704+2514461--
895211049922PELS192--HCG498--PELS192------------V*V579Tau--J035529.02+234620.403552900+2346208--
896210879932PELS079------PELS079------------AK5168--J035531.95+210445.903553193+2104462--
897210849830DH817--------DH817----------DH817--J035533.05+203730.303553303+2037307--
898211062846DH818----HHJ78--DH818--BPL330------DH818035534.43+235828.3J035534.41+235828.403553441+2358285--
899210892390s4868524------------------------J035539.51+211621.803553950+2116220--
900211059650HCG502--HCG502----------------V*V404Tau--J035548.72+235536.103554872+2355363--
901211051964BPL332------------BPL332------BPL332035549.91+234822.4J035549.92+234822.603554989+2348227--
902211142685HCG504--HCG504----DH822SRS16434--SK37----V*V690Tau035556.43+251759.7J035556.43+251759.703555641+2518002--
903210886244DH823--------DH823----------DH823035557.54+211038.7J035557.55+211038.803555753+2110391--
904211099297PELS115------PELS115DH824SRS16789--------DH824--J035558.41+243259.303555838+2432598--
905210909923s4869367------------------------J035604.54+213242.303560452+2132428--
906211004088----------------------UGCSJ035610.39+230223.7035610.39+230223.7J035610.40+230223.603561038+2302241--
907210846442DH829--------DH829----------DH829--J035611.33+203429.703561132+2034303--
908211129571BPL334------------BPL334------BPL334035611.39+250336.5J035611.38+250336.603561137+2503367--
909210877423AKV198--------------------TYC1261-1502-1--J035612.29+210226.903561230+2102270--
910211167381TrS184x----------------TrS184x--HD283132--J035612.80+254543.403561278+2545434--
911211152884BPL335------------BPL335------BPL335--J035615.82+252915.503561579+2529155--
912211062206SK22----HHJ386--DH830SRS14883--SK22----HHJ386035618.60+235751.5J035618.60+235751.703561859+2357520--
913211145558BPL336------------BPL336------BPL336035621.71+252110.4J035621.72+252110.403562172+2521105--
914210882573DH831--------DH831----------DH831035622.31+210716.8J035622.31+210716.903562230+2107171--
915211103918DH832--------DH832----------DH832----03562233+2437235--
916211116507HCG508--HCG508----DH833SRS14498--------V*V771Tau--J035623.50+244956.403562349+2449567--
917210769047UGCSJ035623.92+192353.3--------------------UGCSJ035623.92+192353.3035623.92+192353.4J035623.93+192353.403562392+1923537--
918211007344SK17----HHJ419----SRS12896--SK17----HHJ419035624.99+230526.5J035624.99+230526.403562498+2305269--
919211081949SK18----HHJ416--DH834SRS14740--SK18----SK18035625.92+241651.3J035625.93+241651.503562592+2416515--
920211050613DH835--------DH835----------DH835--J035626.20+234703.503562619+2347036--
921211182501DH836--------DH836----------DH836--J035627.64+260356.803562762+2603572--
922211066413HHJ165----HHJ165--DH837----------DH837035628.91+240154.0J035628.90+240154.203562890+2401544--
923211082433V692Tau=HCG509=HHJ430--HCG509------0.0200000--SK13----V*V692Tau--J035630.43+241718.503563042+2417187--
924211080216DH838--------DH838----------DH838035634.21+241513.2J035634.21+241513.303563420+2415132--
925211142763BPL337------------BPL337------BPL337035636.19+251805.6J035636.20+251805.703563618+2518058--
926211140816DH840--------DH840----------DH840035636.55+251552.3J035636.56+251552.203563655+2515526--
927211097914BPL338------------BPL338------BPL338035639.34+243142.3J035639.34+243142.403563933+2431425--
928210981512DH842--------DH842----------DH842035639.66+224112.0J035639.67+224111.903563965+2241122--
929210986927s5061696------------------------J035647.81+224608.003564779+2246081--
930210775831UGCSJ035649.38+193005.4--------------------UGCSJ035649.38+193005.4035649.39+193005.5J035649.39+193005.403564937+1930057--
931210804191--------------------------J035649.95+195549.503564994+1955497--
932211135624HHJ17----HHJ17--------------HHJ17035652.31+251005.0J035652.32+251005.003565230+2510053--
933211115160HCG511--HCG511HHJ393--DH848----------V*V693Tau035657.07+244834.3J035657.07+244834.603565708+2448347--
934210990346HHJ85----HHJ85--------------HHJ85035705.72+224914.9J035705.73+224914.903570571+2249151--
935211065006DH851--------DH851----------DH851--J035716.85+240032.903571684+2400332--
936210751596UGCSJ035721.71+190803.2--------------------UGCSJ035721.71+190803.2035721.70+190803.3J035721.71+190803.303572170+1908036--
937211141632----------------------UGCSJ035730.15+251646.7035730.16+251646.7J035730.16+251646.703573015+2516469--
938210965709DH852--------DH852----------DH852--J035732.00+222600.103573200+2226002--
939211060969UGCSJ035733.06+235647.0--------------------UGCSJ035733.06+235647.0035733.07+235647.1J035733.06+235647.103573305+2356474--
940211067702PELS162------PELS162DH853----------DH853--J035733.31+240311.403573331+2403114--
941210996915DH854--------DH854----------DH854--J035734.62+225532.303573459+2255327--
942211000740----------------------UGCSJ035735.26+225907.9035735.26+225908.0J035735.27+225908.003573525+2259084--
943211059949HHJ439----HHJ439--DH855----------DH855--J035736.08+235552.203573607+2355524--
944210763143--------------------------J035738.13+191835.103573811+1918355--
945211140995DH856--HCG515----DH856----------V*V890Tau035740.67+251604.1J035740.68+251604.103574066+2516043--
946211147344HCG516--HCG516HHJ180--DH857----------V*V583Tau035742.97+252306.6J035742.97+252307.003574296+2523069--
947210947280HHJ7----HHJ7--DH858----------DH858035749.37+220830.9J035749.37+220831.103574936+2208313--
948211085541DH861--------DH861----------DH861035758.44+242008.9J035758.44+242009.003575848+2420089--
949211057850HHJ84----HHJ84--DH862----------DH862035801.97+235354.4J035801.96+235354.703580195+2353548--
950211132306s5305712--------------------HHJ369035813.92+250627.2J035813.93+250627.503581392+2506277--
951210932215DH864--------DH864----------DH864----03582272+2153587--
952211065426HHJ220----HHJ220--DH865----------DH865035825.14+240058.4J035825.14+240058.703582513+2400588--
953211006027HHJ60----HHJ60--DH866----------DH866035830.98+230412.6J035830.99+230412.603583097+2304130--
954210980418DH867----HHJ93--DH867----------DH867035834.18+224011.1J035834.17+224011.303583416+2240114--
955210914325UGCSJ035850.06+213652.8--------------------UGCSJ035850.06+213652.8035850.05+213652.8J035850.06+213652.903585005+2136532--
956211110418UGCSJ035852.13+244348.3--------------------UGCSJ035852.13+244348.3035852.12+244348.2J035852.14+244348.303585212+2443485--
957211083805HHJ292ab----HHJ292--DH869----------DH869035856.41+241832.1J035856.41+241832.303585639+2418324--
958211198161DH871--------DH871----------DH871035905.73+262426.6J035905.74+262426.703590572+2624267--
959211129321HHJ366----HHJ366--DH872----------DH872035906.30+250320.0J035906.31+250320.003590630+2503201--
960210967582UGCSJ035907.05+222748.1--------------------UGCSJ035907.05+222748.1035907.06+222748.2J035907.05+222748.303590704+2227485--
961211082429DH873--------DH873----------DH873035912.91+241718.3J035912.91+241718.503591291+2417186--
962211174502HHJ133----HHJ133--------------HHJ133035915.86+255408.3J035915.87+255408.203591585+2554086--
963210791550UGCSJ035916.64+194427.1--------------------UGCSJ035916.64+194427.1035916.63+194427.2J035916.65+194427.203591663+1944275--
964210974237DH875--------DH875----------DH875--J035922.90+223416.903592289+2234169--
965210960904HHJ39----HHJ39--------------HHJ39035926.35+222122.2J035926.35+222122.403592634+2221225--
966210926194DH876--------DH876----------DH876035926.93+214818.6J035926.92+214818.903592691+2148190--
967211009416DH877--------DH877----------DH877--J035927.54+230725.203592752+2307256--
968210917578DH878--------DH878----------DH878035929.33+213956.0J035929.33+213956.103592931+2139564--
969210892321DH879--------DH879----------DH879035931.46+211618.3J035931.47+211618.403593145+2116188--
970210932705----------------------UGCSJ035939.84+215427.7035939.83+215427.6J035939.84+215427.803593983+2154281--
971210887995UGCSJ035942.66+211214.8--------------------UGCSJ035942.66+211214.8035942.66+211214.9J035942.67+211214.903594265+2112153--
972210961514DH880--------DH880----------DH880035952.43+222157.5J035952.43+222157.603595241+2221579--
973210995047PELS088------PELS088DH881----------PELS88--J035952.93+225346.703595291+2253470--
974211162249--------------------------J035955.91+253950.503595589+2539510--
975211097575HHJ259--------------------HHJ259--J035958.82+243123.203595879+2431235--
976210944157DH884--------DH884----------DH884035959.86+220529.2J035959.85+220529.503595984+2205297--
977211162008----------------------UGCSJ040002.38+253933.9040002.38+253933.9J040002.39+253934.004000238+2539345--
978210940839DH888--------DH888----------DH888040010.30+220217.0J040010.29+220217.304001028+2202175--
979211115421DH889--------DH889----------DH889040014.10+244851.4J040014.11+244851.504001410+2448517--
980211127799----------------------UGCSJ040015.86+250146.2040015.85+250146.3J040015.86+250146.404001585+2501465--
981211029542UGCSJ040016.93+232622.5--------------------UGCSJ040016.93+232622.5040016.93+232622.5J040016.93+232622.504001691+2326230--
982211029446DH891--------DH891----------DH891040026.15+232617.3J040026.15+232617.304002613+2326177--
983211030074UGCSJ040040.25+232653.8--------------------UGCSJ040040.25+232653.8040040.25+232653.8J040040.25+232653.804004023+2326542--
984211137552DH895--------DH895----------DH895040049.32+251210.5J040049.33+251210.604004931+2512110--
985211013743PELS173------PELS173------------SAO76387--J040053.12+231138.004005311+2311380--
986210833049DH896--------DH896----------DH896--J040104.14+202221.204010412+2022217--
987211038138UGCSJ040105.81+233443.8--------------------UGCSJ040105.81+233443.8040105.80+233443.8J040105.81+233443.904010579+2334443--
988210998848DH897--------DH897----------DH897040108.60+225722.2J040108.60+225722.404010858+2257225--
989210949562UGCSJ040111.36+221037.8--------------------UGCSJ040111.36+221037.8040111.37+221037.8J040111.36+221038.204011135+2210383--
990211012609DH899--------DH899----------DH899040113.98+231029.8J040114.00+231029.804011397+2310302--
991210912544DH900--------DH900----------DH900040126.05+213508.4J040126.05+213508.704012604+2135089--
992210948982DH901--------DH901----------DH901040149.17+221005.0J040149.18+221005.004014916+2210054--
993211000887UGCSJ040150.95+225915.5--------------------UGCSJ040150.95+225915.5040150.95+225915.5J040150.95+225915.604015094+2259159--
994211005312s4337464------------------------J040154.10+230331.304015408+2303316--
995211110672UGCSJ040155.85+244402.3--------------------UGCSJ040155.85+244402.3040155.86+244402.2J040155.86+244402.404015585+2444026--
996211143760DH902--------DH902----------DH902040159.57+251912.2J040159.59+251912.204015957+2519126--
997211114985DH903--------DH903----------DH903040222.62+244824.0J040222.62+244824.104022260+2448244--
998210810145UGCSJ040226.01+200120.2--------------------UGCSJ040226.01+200120.2040226.02+200120.2J040226.02+200120.104022600+2001206--
999211010517UGCSJ040234.77+230828.4--------------------UGCSJ040234.77+230828.4040234.76+230828.3J040234.78+230828.404023477+2308286--
1000211033935DH904--------DH904----------DH904040249.97+233038.4J040249.97+233038.504024996+2330388--
1001211101718DH906--------DH906----------DH906040316.56+243519.6J040316.57+243519.604031654+2435199--
1002210993485DH907--------DH907----------DH907040324.94+225217.0J040324.93+225217.004032491+2252174--
1003211057712DH909--------DH909----------DH909040343.84+235347.0J040343.84+235347.004034383+2353474--
1004210998086PELS174------PELS174------------BD+22624--J040344.17+225639.404034416+2256395--
1005211046826DH910--------DH910----------DH910040349.56+234313.6J040349.57+234313.704034955+2343142--
1006210839388s4830655------------------------J040408.44+202809.404040843+2028098--
1007210954502UGCSJ040411.64+221520.6--------------------UGCSJ040411.64+221520.6040411.63+221520.6J040411.64+221520.704041162+2215211--
1008210941338UGCSJ040434.79+220246.2--------------------UGCSJ040434.79+220246.2040434.78+220246.2J040434.79+220246.304043478+2202466--
1009211026906s5092529--------------------UGCSJ040437.18+232351.0040437.18+232351.0J040437.18+232351.104043717+2323515--
1010211032220DH913--------DH913----------DH913--J040509.45+232858.604050943+2328589--
1011210957703DH914--------DH914----------DH914--J040513.72+221818.204051370+2218186--
1012210975876UGCSJ040550.08+223553.8--------------------UGCSJ040550.08+223553.8040550.08+223553.8J040550.08+223553.904055007+2235542--
1013210977069UGCSJ040628.54+223659.6--------------------UGCSJ040628.54+223659.6040628.54+223659.6J040628.54+223659.604062853+2237000--
1014210973624DH916--------DH916----------DH916040629.99+223343.5J040629.98+223343.604062997+2233439--
1015210940618s5021891------------------------J040656.04+220204.404065602+2202049--
1016210923951UGCSJ040729.34+214609.8--------------------UGCSJ040729.34+214609.8040729.34+214609.8J040729.34+214609.804072933+2146104--
1017210875952--------------------------J040749.09+210105.504074907+2101058--
1018211045801s4634206------------------------J041002.00+234212.104100197+2342123--
1019211052320s5258893------------------------J041003.81+234843.604100380+2348439--

A useful table containing the various alternative names for objects.


In [34]:
b_tab7.to_pandas().to_csv('../data/Rebull2016/Rebull2016b_tbl7.csv', index=False)

Stauffer et al. 2016


In [13]:
#! wget http://iopscience.iop.org/1538-3881/152/5/115/suppdata/ajaa2dfet3_mrt.txt
#! mv ajaa2dfet3_mrt.txt ../data/Rebull2016/ajaa2dfet3_mrt.txt

In [14]:
c_tab3 = ascii.read('../data/Rebull2016/ajaa2dfet3_mrt.txt')

In [15]:
c_tab3.show_in_notebook(display_length=5)


Out[15]:
<Table masked=True length=852>
idxEPICNameKsmag(V-K)MassMbolRadiusTeffDelmagE(B-V)
magmagsolMassmagsolRadKmag
0200007768Atlas=HII21683.77-0.26-9.99-9.0-9.0-9-9.99--
1200007769Electra=HII4683.82-0.24-9.99-9.0-9.0-9-9.99--
2200007770Merope=HII9804.27-0.21-9.99-9.0-9.0-9-9.99--
3200007771Maia=HII7854.1-0.35-9.99-9.0-9.0-9-9.99--
4200007772Taygeta=HII5634.51-0.33-9.99-9.0-9.0-9-9.99--
5200007773Pleione=HII21814.940.03-9.99-9.0-9.0-9-9.99--
6210754915DH3439.412.310.855.670.949110.36--
7210762863DH31811.043.940.597.80.63695-0.15--
8210769047UGCSJ035623.92+192353.312.885.70.229.80.3530430.28--
9210770541s454347811.285.030.388.150.6632410.72--
10210776021DH81311.714.910.48.580.5332830.16--
11210779549PELS1358.141.191.253.621.3464540.3--
12210784223s47450269.973.120.736.530.8441680.3--
13210784603s328940710.123.770.626.850.8837840.62--
14210791550UGCSJ035916.64+194427.112.685.470.269.580.3731050.15--
15210803812UGCSJ033910.21+195530.512.25.270.329.090.4531640.19--
16210804032DH35413.925.590.2310.830.213072-0.84--
17210804191x12.05.10.378.880.4832180.1--
18210815768DH63112.915.870.199.840.3530030.44--
19210817078x11.955.150.358.830.4932010.23--
20210817106UGCSJ034318.74+200744.312.484.960.49.350.373265-0.56--
21210822528DH24712.945.820.29.860.3530150.32--
22210829886s43824889.843.680.636.550.9938310.83--
23210830104UGCSJ035033.86+201938.313.996.780.1111.040.2328420.2--
24210832378DH21612.785.460.269.680.3531080.06--
25210833049DH89610.94.450.517.730.734610.38--
26210833622UGCSJ034956.07+202252.212.625.450.269.520.3831110.23--
27210837336PELS0639.132.680.795.541.1245270.89--
28210837725s479898610.64.620.467.440.8333930.94--
29210839388s483065510.854.30.537.660.735260.34--
30210840112DH79510.914.350.527.730.6935040.31--
31210846442DH82911.834.880.418.690.532930.02--
32210854098DH15513.76.080.1710.650.252957-0.12--
33210855272DH66810.933.640.647.630.593853-0.29--
34210860152DH55812.235.490.259.130.4631010.64--
35210862226DH22912.425.280.329.310.413161-0.02--
36210863683DH79210.753.910.597.50.6837100.12--
37210865020UGCSJ034113.49+205117.211.234.210.548.030.573568-0.11--
38210866482DH74312.595.480.259.490.3931020.29--
39210866744PELS0509.511.930.945.530.845245-0.07--
40210871940DH78912.915.310.329.80.333151-0.49--
41210872505DH14611.294.570.488.130.634120.17--
42210872577UGCSJ034950.38+205759.812.45.240.339.290.413172-0.04--
43210873256DH79813.555.870.1910.480.263002-0.2--
44210875952x11.844.710.448.690.483355-0.18--
45210876759UGCSJ034305.73+210149.113.065.580.239.970.3230750.01--
46210877263DH45212.545.710.229.460.4130410.62--
47210877423AKV1988.961.711.014.841.0255640.24--
48210878635DH70012.375.440.269.270.4331130.42--
49210879932PELS0799.161.760.995.070.9754390.08--
50210880560DH77412.545.70.229.460.4130430.61--
51210881103DH42512.245.10.379.120.433220-0.15--
52210882573DH83112.015.110.368.890.4832160.11--
53210886244DH82311.755.00.398.620.5332520.18--
54210886447DH51912.815.520.239.710.3530920.21--
55210887995UGCSJ035942.66+211214.813.025.980.189.960.3429770.46--
56210888723DH15212.485.550.239.390.4130840.56--
57210892321DH87911.835.00.398.70.5132520.1--
58210892390s486852410.894.390.527.710.734860.35--
59210894583HCG37810.914.60.467.750.7234000.62--
60210899735x12.14.890.418.970.443293-0.25--
61210899950PELS0789.171.661.025.010.9555730.0--
62210901321UGCSJ034848.23+212440.412.635.360.299.520.373138-0.06--
63210903023DH44611.515.380.298.410.6331311.1--
64210904850UGCSJ033211.55+212755.713.897.110.09-9.0-9.0-90.56--
65210905362PELS0358.521.21.253.991.26250-0.09--
66210907442x11.474.850.418.330.5833040.34--
67210909923s486936711.155.250.328.040.7331711.23--
68210911601UGCSJ034452.86+213416.012.415.450.269.310.4231100.44--
69210912544DH90012.255.20.349.140.4331880.03--
70210914325UGCSJ035850.06+213652.813.186.580.1310.190.3328680.85--
71210915466DH61912.655.640.229.560.3930600.47--
72210917578DH87813.66.080.1710.550.262957-0.02--
73210917754PELS0689.441.920.945.450.875246-0.01--
74210919084DH76811.955.00.398.820.483252-0.02--
75210920066PELS0408.581.291.194.131.1761470.02--
76210920246HCG46010.653.990.587.420.7236700.29--
77210922592PELS0669.892.310.856.120.754834-0.12--
78210922602HHJ12812.815.910.199.740.3729930.59--
79210923443DH73813.285.840.210.20.330100.03--
80210924735PELS0699.342.310.855.610.9149540.43--
81210926194DH87612.615.870.199.540.4130030.74--
82210927253UGCSJ035151.56+214916.812.335.340.319.220.4331430.16--
83210927331x12.035.080.378.910.4732250.02--
84210931244HCG48811.174.220.547.970.593562-0.06--
85210932705x11.764.920.48.630.5232800.12--
86210933044BPL19713.365.740.2210.280.283033-0.19--
87210934634BPL21413.756.370.1410.730.2529020.08--
88210939348DH74911.384.250.548.180.543548-0.23--
89210939705DH74113.115.560.2310.020.313081-0.06--
90210940129DH06312.916.070.179.850.3629580.66--
91210940436UGCSJ034123.46+220153.912.536.010.189.470.4329710.97--
92210940618s502189110.824.250.537.620.735460.33--
93210940839DH88812.515.390.289.410.431290.13--
94210941338UGCSJ040434.79+220246.212.525.420.289.420.431200.19--
95210942652HHJ18712.65.210.339.480.373184-0.28--
96210942842x9.522.490.815.840.9346390.39--
97210943453DH04011.564.490.58.390.523445-0.22--
98210944157DH88412.95.270.329.790.323165-0.51--
99210945519HCG42010.192.880.756.670.734335-0.04--
100210945565BPL16314.317.130.09-9.0-9.0-90.16--
101210946466DH11111.884.710.448.730.473355-0.22--
102210946764PELS0049.421.820.985.360.875355-0.11--
103210947280HHJ713.896.60.1210.90.2428660.15--
104210947594HCG40112.115.090.378.990.453223-0.03--
105210947895HCG37610.013.850.66.750.9437410.8--
106210948982DH90112.235.180.349.110.4431940.03--
107210949534HCG36010.093.590.656.780.8638810.51--
108210949562UGCSJ040111.36+221037.813.115.660.2210.020.3130540.02--
109210949721BPL21611.984.930.48.850.473276-0.08--
110210950265HCG39810.583.810.617.320.7237620.2--
111210951703HCG32910.593.310.697.210.654047-0.17--
112210956678UGCSJ033741.35+221718.913.065.850.29.990.3330060.27--
113210957162HHJ1813.786.090.1710.730.242954-0.19--
114210957703DH91412.45.80.219.320.4430190.84--
115210958195BPL20613.315.820.210.230.293014-0.04--
116210960579PELS0037.891.211.243.381.5663200.59--
117210963935s495448510.723.770.627.450.6737810.04--
118210964488UGCSJ033546.40+222449.613.265.70.2210.180.293043-0.1--
119210964780DH7949.42.630.795.790.9845780.58--
120210965155DH24910.583.280.697.190.654065-0.17--
121210965709DH85212.335.740.229.250.4530350.84--
122210965731HCG46311.564.640.458.410.5433840.03--
123210966700PELS0319.022.350.845.291.148420.79--
124210966931DH04712.014.80.428.870.453322-0.24--
125210967582UGCSJ035907.05+222748.112.495.80.219.410.4230200.75--
126210967607DH33514.236.60.1211.240.22866-0.19--
127210967650PELS0349.061.581.054.831.05641-0.01--
128210967871DH01915.53-9.11-9.99-9.0-9.0-9-9.99--
129210967901HCG40412.365.30.319.250.4231560.07--
130210969800PELS0158.691.251.224.211.116189-0.15--
131210969937HCG45811.384.290.538.190.553530-0.2--
132210971138DH02711.244.190.558.040.573575-0.15--
133210971340HHJ26712.245.040.389.110.423239-0.25--
134210971348HCG46211.95.110.368.780.532160.22--
135210973624DH91612.35.980.189.240.4729781.18--
136210974237DH87510.553.660.637.260.7138420.12--
137210974364HCG7611.855.190.348.730.5231910.39--
138210974893SK20111.474.60.468.310.5634000.06--
139210975876UGCSJ040550.08+223553.812.524.910.419.390.363285-0.66--
140210976082BPL7815.017.86-9.99-9.0-9.0-9-9.99--
141210977069UGCSJ040628.54+223659.612.115.270.329.00.4731660.28--
142210977505DH05610.553.470.667.210.683950-0.01--
143210977779HHJ7013.245.590.2310.150.293073-0.16--
144210978650HHJ20412.475.330.39.360.431470.03--
145210978953HHJ11413.046.040.179.980.3429650.5--
146210979439HHJ14112.725.50.249.620.3730980.22--
147210980418DH86712.995.910.199.920.3429930.41--
148210982234BPL7112.265.130.369.140.433207-0.1--
149210982761HHJ20012.455.630.229.360.4230610.67--
150210983090BPL14214.517.360.08-9.0-9.0-90.12--
151210983092HCG21711.895.290.328.780.5231580.52--
152210983198HCG11412.265.010.399.130.423249-0.3--
153210986927s506169610.713.560.657.390.653897-0.12--
154210988056HCG11012.755.540.239.650.3630860.28--
155210988354HCG7710.914.130.567.70.6636030.13--
156210989020HCG10110.774.270.537.580.7235390.39--
157210989043HCG28412.145.110.369.020.453214-0.02--
158210989751DH03413.926.390.1410.90.232898-0.07--
159210990525PELS1248.531.211.244.011.186278-0.05--
160210991540UGCSJ033149.85+225024.412.745.10.379.620.343219-0.64--
161210991829BPL10713.175.610.2210.080.33067-0.07--
162210993561HCG32311.474.550.488.310.553420-0.03--
163210994089HII12209.711.910.945.70.795195-0.29--
164210994935HCG7510.713.620.657.410.653864-0.1--
165210994964HHJ1013.746.850.1110.80.2528340.5--
166210995008HHJ13412.95.480.259.80.343104-0.02--
167210995339PELS0309.72.280.855.930.848990.05--
168210996142HII11828.921.441.14.581.085768-0.03--
169210996505HII11328.141.161.263.581.3963840.26--
170210996584HCG16411.034.60.467.870.6834000.5--
171210996662HII14077.510.5-9.992.331.77711-9.99--
172210996915DH85410.633.130.727.20.624162-0.36--
173210997197HII15539.353.020.745.91.0742740.86--
174210997527s500327010.843.760.627.570.633790-0.11--
175210997742DH03113.285.210.3410.160.273184-0.99--
176210998086PELS1748.171.441.13.861.3560750.72--
177210998478HCG6611.894.80.428.750.483324-0.13--
178211000411HCG35311.144.130.567.930.593603-0.1--
179211000470HCG21410.493.390.687.130.6939980.0--
180211000740x11.645.050.388.520.5632340.38--
181211000887UGCSJ040150.95+225915.513.867.050.09-9.0-9.0-90.54--
182211001183SK39412.155.370.39.050.4731340.41--
183211001695DH55410.993.440.677.640.563968-0.48--
184211001714HHJ9413.215.40.2910.110.293125-0.58--
185211002011PELS1239.662.20.885.840.8149630.01--
186211002561HHJ4713.176.30.1510.140.3329140.6--
187211002985UGCSJ034146.65+230119.613.155.650.2210.060.313057-0.02--
188211003154HCG20512.575.210.339.460.373183-0.25--
189211003258HHJ3013.725.930.1910.650.252989-0.3--
190211003744HCG30911.544.50.498.370.533440-0.17--
191211004088x11.614.590.478.450.523402-0.1--
192211004119HHJ18912.495.530.239.390.4130900.52--
193211004548HHJ7913.25.60.2210.110.33070-0.09--
194211004687HCG18612.345.250.329.230.4231720.04--
195211005117SK61811.724.950.48.590.5332690.19--
196211005163HHJ5813.146.110.1710.090.3329500.47--
197211005706DH67112.935.460.269.830.333108-0.09--
198211005799DH44012.745.770.219.660.3830250.47--
199211005924HCG24511.414.510.498.240.563436-0.03--
200211006027HHJ6013.126.030.1710.060.3329660.42--
201211006108SK46512.045.140.368.920.4732070.12--
202211006328HHJ11613.15.630.2210.010.3130620.01--
203211006594HCG14111.14.210.547.90.6135660.02--
204211007016HHJ3313.695.810.210.610.253016-0.43--
205211007344SK1711.074.110.567.860.613613-0.05--
206211007577HHJ35311.664.570.488.50.513412-0.2--
207211007717HII26659.321.920.945.320.9551840.11--
208211008237HHJ11912.945.70.229.850.3430440.21--
209211008337HCG35712.235.060.389.110.433233-0.2--
210211008438HHJ41811.034.10.567.810.6236170.0--
211211008578HII11398.221.031.373.541.376489-0.12--
212211009416DH87710.123.140.726.690.7941560.17--
213211010041DH17412.615.560.239.520.3930810.44--
214211010149DH57613.145.620.2210.050.313064-0.03--
215211010517UGCSJ040234.77+230828.412.775.20.349.650.343186-0.48--
216211010807UGCSJ034251.68+230843.612.496.020.179.430.4429691.04--
217211010818DH06013.265.840.210.190.330100.05--
218211010854HHJ18612.485.520.239.380.4130920.54--
219211010902HII8016.730.0-9.99-9.0-9.0-9-9.99--
220211011030HCG27012.065.150.358.940.4732020.12--
221211011910DH70312.165.180.349.040.4531910.09--
222211012313SK52011.684.790.438.540.5233270.06--
223211012609DH89912.024.950.48.890.463271-0.12--
224211012996DH32913.466.790.1110.510.2928420.73--
225211013046UGCSJ033737.08+231057.812.85.330.39.690.343147-0.3--
226211013066HII310410.023.330.686.640.8540340.43--
227211013159HHJ17912.545.30.319.430.383156-0.11--
228211013191DH39613.05.620.229.910.3330640.11--
229211013604HCG33211.355.980.188.290.7329782.13--
230211013627HHJ10912.995.590.239.90.3330720.09--
231211013743PELS1738.481.01.373.781.146725-0.4--
232211014186HII21069.372.050.915.470.9151290.16--
233211014750HCG12212.365.560.239.270.4430810.69--
234211014883HII1868.551.850.964.511.3452610.8--
235211015258SK26311.744.740.438.590.53346-0.05--
236211015308HII15939.291.741.05.180.915457-0.07--
237211015348HII25068.811.341.164.391.125910-0.12--
238211015853HII1028.641.760.994.561.1855240.6--
239211015877HII130510.393.010.746.920.684243-0.19--
240211016037HII220910.713.650.647.410.663847-0.06--
241211016313DH01712.245.050.389.120.423234-0.22--
242211016654HCG34312.025.510.248.920.5130930.95--
243211017407UGCSJ034941.13+231459.213.116.320.1510.080.3429100.68--
244211017469HCG24711.124.260.537.930.6135440.05--
245211017570HII21269.691.90.945.680.785259-0.26--
246211018096HD23791=HII19937.650.6-9.992.581.627455-9.99--
247211018106UGCSJ034125.96+231535.812.815.490.259.710.3530990.06--
248211018285DH06510.612.930.757.110.614299-0.45--
249211018711HII4707.970.861.453.141.476887-0.1--
250211018906DH62613.475.530.2310.380.263088-0.46--
251211019565HCG42310.813.910.597.560.6637100.06--
252211020101HII24069.281.71.015.140.945434-0.09--
253211020371x11.714.770.438.570.5133360.01--
254211020742HII18839.842.70.786.270.845360.19--
255211020988DH65013.395.710.2210.310.283041-0.23--
256211021014HII108110.773.720.627.490.653809-0.06--
257211021098UGCSJ034732.19+231823.212.554.950.49.420.363271-0.65--
258211021827HCG30212.145.070.379.020.443228-0.08--
259211022539HII287010.02.390.836.270.724775-0.16--
260211023137HII201610.373.060.746.910.694209-0.15--
261211023167HCG8611.385.30.318.270.6631551.05--
262211023176HII318710.192.840.766.650.724365-0.07--
263211023213HII9238.681.361.154.281.1559680.05--
264211023311HD23924=HII24157.640.34-9.992.31.637934-9.99--
265211023687HII91510.393.280.697.00.7140650.02--
266211023807DH69512.885.270.329.770.333164-0.49--
267211024158HHJ5413.375.770.2110.290.283027-0.17--
268211024494UGCSJ034722.02+232136.312.725.40.299.620.363125-0.09--
269211024798HCG18512.235.290.329.120.4431580.18--
270211025002BPL23713.115.490.2410.010.313099-0.16--
271211025007HCG7912.315.170.359.190.423196-0.09--
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570211079141HCG12812.375.590.239.280.4430730.71--
571211079163HHJ19012.655.680.229.560.3930490.49--
572211079188BPL13913.26.310.1510.170.3229130.58--
573211079332HCG32211.985.50.248.880.5130970.96--
574211079794HII1939.331.850.965.30.953540.02--
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577211080177HHJ5713.096.470.1410.080.3428860.83--
578211080295HHJ19813.055.480.259.950.313104-0.17--
579211080301HD23489=HII10287.070.16-9.991.461.928879-9.99--
580211080412NZTau=HCG18013.165.510.2510.060.33094-0.23--
581211080546BPL16213.35.820.210.220.293014-0.03--
582211080604HHJ3713.556.040.1710.490.272965-0.01--
583211080847HII5317.710.751.512.781.6171500.02--
584211080885BPL16914.236.560.1311.230.22872-0.23--
585211081065BPL212.195.240.339.080.4531750.15--
586211081096HII20278.812.00.924.881.1651840.68--
587211081122HCG14011.524.720.448.370.5633530.15--
588211081593HII2639.432.080.915.540.8850980.12--
589211081656HII13098.271.071.313.631.326496-0.01--
590211081949SK1811.03.910.597.750.63710-0.13--
591211081985HCG32411.334.540.488.170.5934240.09--
592211082363HCG24411.24.920.48.070.6732800.68--
593211082420HII14316.60.09-9.99-9.0-9.0-9-9.99--
594211082429DH87312.835.480.259.730.3531040.05--
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596211082490HII447=Caeleno5.5-0.16-9.99-9.0-9.0-9-9.99--
597211082883UGCSJ034551.33+241744.212.725.510.259.620.3730940.21--
598211083317HII151610.333.520.667.00.7639210.23--
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600211083672HCG25311.894.940.48.760.4932730.0--
601211083805HHJ292ab12.25.150.359.080.443202-0.02--
602211084069HII67311.124.50.497.950.6434400.25--
603211084148BPL3613.585.940.1910.510.262987-0.15--
604211084436HII17627.340.81-9.992.471.917034-9.99--
605211084463x11.985.480.258.880.5131030.9--
606211084620DH80310.613.470.667.270.673950-0.07--
607211084813BPL2714.266.760.1111.30.22845-0.09--
608211085091HCG34911.044.750.437.890.733420.67--
609211085419AKIV3149.712.650.86.110.8645480.27--
610211085527HD23387=HII7176.60.46-9.991.352.278374-9.99--
611211086019BPL10015.057.060.09-9.0-9.0-9-0.64--
612211086025HII11009.352.780.775.81.0444320.73--
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614211086163DH39212.235.340.319.120.4531430.26--
615211086170BPL30713.76.230.1610.660.2529260.01--
616211086260HCG35512.175.130.369.050.443209-0.02--
617211086387HCG20612.555.450.269.450.3931110.23--
618211086444BPL26813.125.460.2610.020.33109-0.28--
619211086480x12.836.320.159.80.3829110.96--
620211087059V1289Tau9.081.850.965.041.0552590.27--
621211087131HHJ814.096.390.1411.070.222898-0.24--
622211087357HII15148.931.481.084.631.0457960.02--
623211087739HCG27311.364.340.528.180.563508-0.15--
624211087985HII89010.853.740.627.570.633799-0.14--
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628211088648HHJ2413.786.090.1710.730.242955-0.2--
629211088777BPL2513.455.770.2110.370.273026-0.24--
630211089068HII13489.762.820.766.220.8843790.35--
631211089146BPL13412.85.840.29.730.3730090.51--
632211089267V1278Tau=BPL12513.095.540.239.990.313086-0.06--
633211089274HII13310.633.510.667.30.663927-0.07--
634211089323HD23246=HII3447.460.59-9.992.371.737568-9.99--
635211089419HII22207.230.17-9.991.621.778879-9.99--
636211089510DH16913.345.880.1910.270.2930010.02--
637211089916HHJ19212.675.430.269.570.3731160.13--
638211090001UGCSJ034732.14+242418.313.075.30.319.960.33156-0.64--
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641211090558BPL10814.419.21-9.99-9.0-9.0-9-9.99--
642211090866BPL7711.794.860.418.650.533030.03--
643211090925HCG47311.574.440.518.40.513465-0.28--
644211091381HII21210.643.540.657.320.663909-0.07--
645211091449HHJ4613.515.880.1910.440.273000-0.12--
646211091536HCG29212.685.380.299.580.373131-0.07--
647211091768HII4898.861.441.14.531.0558950.03--
648211091848HII10329.151.830.975.120.9554180.18--
649211092430HCG10613.145.820.210.060.3230140.13--
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658211093684HII24079.782.290.866.010.784888-0.04--
659211093705HII6977.630.851.462.81.6370620.23--
660211093906BPL26612.925.230.339.810.323176-0.58--
661211093928V1277Tau=BPL1513.996.320.1510.960.222909-0.19--
662211094386HHJ25212.245.780.219.160.4730230.98--
663211094511BPL13215.048.67-9.99-9.0-9.0-9-9.99--
664211094556BPL10614.236.670.1211.260.22856-0.12--
665211094777HHJ24912.535.650.229.440.4130570.6--
666211095218HHJ24312.075.750.218.990.5130311.12--
667211095259PELS0199.552.050.915.640.845124-0.02--
668211095292HHJ37411.494.610.478.330.5533960.03--
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672211096368HII2538.961.631.034.771.0855200.17--
673211096385HII178510.683.490.667.350.653938-0.14--
674211096421x11.894.950.48.760.4932710.01--
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678211097402HII111010.262.910.756.750.714314-0.1--
67921109787922Tau=HII8596.42-0.11-9.99-9.0-9.0-9-9.99--
680211097941x11.874.960.48.740.4932670.04--
681211098117HCG37011.254.620.468.090.6233920.29--
682211098279HCG37211.734.730.438.580.53349-0.03--
683211098454SK70111.624.660.458.470.523376-0.02--
684211098921HHJ27312.35.230.339.190.4331780.0--
685211099232DH28313.15.640.2210.010.3130580.02--
686211099297PELS1159.912.720.786.330.844820.13--
687211099592HII817=Asterope5.78-0.14-9.99-9.0-9.0-9-9.99--
688211100131HII88310.282.650.86.670.664539-0.3--
689211100238HHJ10513.065.720.229.980.3230400.1--
690211100392HII220810.483.820.617.220.7537560.31--
691211100398HII87910.162.510.816.490.694651-0.24--
692211100565HII9968.861.441.14.531.0658760.03--
693211100748HCG12310.944.370.527.760.6834950.29--
694211100894HCG18111.424.640.458.270.5733840.17--
695211100931HCG4959.823.230.76.420.9240970.54--
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698211101564HII55410.553.260.77.160.664078-0.16--
699211101694HII13846.990.55-9.991.851.997961-9.99--
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703211101996V1281Tau=BPL16413.595.820.210.510.263013-0.31--
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705211102393HII117310.993.990.587.760.623670-0.05--
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717211104535HCG28712.535.770.219.450.4130260.68--
718211104722HII21728.941.381.144.561.035935-0.19--
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720211105839HCG10311.284.590.478.120.6134040.22--
721211105906HHJ5013.425.750.2110.340.283031-0.23--
722211106344HII31979.052.930.755.571.243491.11--
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731211107439HCG15011.644.90.418.510.5432870.22--
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761211115721HII12667.340.82-9.992.481.917030-9.99--
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778211121141HII45110.332.980.756.840.694264-0.15--
779211121361HCG31311.595.380.298.490.6131311.02--
780211121734HII6057.831.051.343.181.5766050.35--
781211122237HII111410.373.610.647.070.7638700.25--
782211123901HII11018.781.351.174.371.15974-0.1--
783211124025BPL27514.316.420.1411.30.192893-0.43--
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785211125210HII30979.131.691.014.981.0154460.05--
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790211127395BPL18613.66.340.1510.570.2729060.21--
791211127537HCG44712.645.170.359.520.363196-0.41--
792211127791BPL16711.244.830.418.10.6433120.56--
793211127799x11.684.950.48.550.5432680.23--
794211128116HCG47112.545.550.239.450.430840.5--
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796211128979BPL31713.335.520.2410.230.283093-0.35--
797211129308HII290810.362.990.756.880.694257-0.17--
798211129321HHJ36611.455.030.388.320.6132420.55--
799211129400HII74010.492.790.776.950.614452-0.4--
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807211132712SK43211.475.110.368.350.6132150.65--
808211133821HII10158.981.441.14.651.025840-0.09--
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811211135523s528601610.643.530.667.320.663916-0.07--
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816211138883DH71712.085.410.278.980.4931220.64--
817211139534SK7611.974.960.48.840.473265-0.05--
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825211141637DH76710.513.150.727.080.664149-0.23--
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830211143504DH55010.333.490.667.00.7639380.21--
831211143760DH90214.215.850.211.140.193008-0.91--
832211147023TrS151x8.371.161.263.831.1466550.03--
833211147344HCG51612.565.320.39.450.383148-0.05--
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837211149600PELS0729.572.410.835.880.8548180.29--
838211150258BPL27713.325.740.2210.240.293034-0.15--
839211151674HCG44913.265.820.210.180.330140.01--
840211152884BPL33512.675.810.219.590.3930170.56--
841211153286DH8009.82.960.756.310.8842780.37--
842211154974DH80812.676.020.179.610.429700.85--
843211156183HCG38612.375.260.329.260.4131690.0--
844211158092HCG41211.575.20.348.450.5931860.71--
845211161968DH68213.275.890.1910.20.329990.11--
846211162249x12.065.080.378.940.463226-0.01--
847211163008HCG49110.364.240.547.160.8635530.78--
848211168863HHJ5313.295.970.1810.230.329800.18--
849211171449HCG46112.215.340.319.10.4531440.28--
850211177579PELS0839.291.641.025.110.95587-0.15--
851220115919HII128610.594.640.457.440.8433841.0--

Convert everything to pandas, merge, save.

It is convenient to merge the datasets into a single flat file of features and rows.


In [16]:
df_a = a_tab2.to_pandas()
df_b = b_tab2.to_pandas()
df_c = c_tab3.to_pandas()

Clean the datasets:

  • Replace nonstandard NaN representations with IEEE standard NaN
  • Rename columns if necessary
  • Map categorical values to a pandas Categorical

In [17]:
#df_a.head()

In [18]:
for col in ['memb', 'LC']:
    df_a[col] = df_a[col].astype('category')

That one looks good. Let's keep only the columns that were new in paper II.


In [19]:
new_in_paper_II = ['Per', 'dd', 'ddm', 'shch', 'beat', 'cpeak',
                   'resc', 'resd', 'dscu', 'cloud']

In [20]:
df_b = df_b[['EPIC'] + new_in_paper_II]

In [21]:
df_b.columns


Out[21]:
Index(['EPIC', 'Per', 'dd', 'ddm', 'shch', 'beat', 'cpeak', 'resc', 'resd',
       'dscu', 'cloud'],
      dtype='object')

In [22]:
#df_b.head()

In [23]:
for col in ['Per', 'dd', 'ddm','shch', 'beat', 'cpeak', 'resc', 'resd', 'dscu', 'cloud']:
    df_b[col] = df_b[col].astype('category')

Try to merge these two dataframes to see if the periods match up.


In [24]:
df_b.columns


Out[24]:
Index(['EPIC', 'Per', 'dd', 'ddm', 'shch', 'beat', 'cpeak', 'resc', 'resd',
       'dscu', 'cloud'],
      dtype='object')

In [25]:
df_ab = pd.merge(df_a.rename(columns={'Per':'Per_lit'}),
                 df_b.rename(columns={'Per':'Per_cat'}),
                 how='outer', on='EPIC')

Spot check: Did the merge produce any rows in only one or the other dataframes? Nope! :)


In [26]:
#df_ab.head()

Clean the Stauffer et al. table.


In [27]:
df_c.head()


Out[27]:
EPIC Name Ksmag (V-K) Mass Mbol Radius Teff Delmag E(B-V)
0 200007768.0 Atlas=HII2168 3.77 -0.26 -9.99 -9.0 -9.0 -9.0 -9.99 NaN
1 200007769.0 Electra=HII468 3.82 -0.24 -9.99 -9.0 -9.0 -9.0 -9.99 NaN
2 200007770.0 Merope=HII980 4.27 -0.21 -9.99 -9.0 -9.0 -9.0 -9.99 NaN
3 200007771.0 Maia=HII785 4.10 -0.35 -9.99 -9.0 -9.0 -9.0 -9.99 NaN
4 200007772.0 Taygeta=HII563 4.51 -0.33 -9.99 -9.0 -9.0 -9.0 -9.99 NaN

In [28]:
df_c[df_c.isin([-9.99, -9.0])] = np.NaN

In [29]:
df_c['Name'][df_c['Name']=='x'] = np.NaN


/Users/obsidian/anaconda3/lib/python3.6/site-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  """Entry point for launching an IPython kernel.

We only want to keep information for the periodic sources from Rebull et al. 2016b.


In [30]:
df_abc = pd.merge(df_ab.rename(columns={'Name':'Name_IAU', 'Ksmag':'Ksmag_R16'}),
                  df_c.rename(columns={'Name':'Name_adopt','Ksmag':'Ksmag_S16'}), how='left', on='EPIC')

In [31]:
df_abc.columns


Out[31]:
Index(['EPIC', 'Name_IAU', 'RAdeg', 'DEdeg', 'Other', 'Vmag', 'Ksmag_R16',
       '(V-K)0', 'Per1', 'Per2', 'Per3', 'Per4', 'Ampl', 'LC', 'memb',
       'Per_lit', 'vsini', 'Per_cat', 'dd', 'ddm', 'shch', 'beat', 'cpeak',
       'resc', 'resd', 'dscu', 'cloud', 'Name_adopt', 'Ksmag_S16', '(V-K)',
       'Mass', 'Mbol', 'Radius', 'Teff', 'Delmag', 'E(B-V)'],
      dtype='object')

In [32]:
#plt.plot(df_abc['(V-K)0'],  df_abc['(V-K)'], '.')

Pretty much the same, except for a few values.

Save the dataframe.


In [33]:
df_abc.to_csv('../data/Rebull2016/Rebull_Stauffer_merge.csv', index=False)

The end!