In [1]:
# This changes the current directory to the base saga directory - make sure to run this first!
# This is necessary to be able to import the py files and use the right directories,
# while keeping all the notebooks in their own directory.
import os
import sys
if 'saga_base_dir' not in locals():
saga_base_dir = os.path.abspath('..')
if saga_base_dir not in sys.path:
os.chdir(saga_base_dir)
In [2]:
import numpy as np
from astropy import units as u
from astropy.coordinates import Distance
from astropy.table import Table
from astropy.io import fits
%matplotlib inline
from matplotlib import rcParams
from matplotlib import pyplot as plt
import targeting
In [3]:
clean = Table.read('SAGADropbox/data/saga_spectra_clean_jan15.fits.gz')
dirty = Table.read('SAGADropbox/data/saga_spectra_dirty_jan15.fits.gz')
sats = clean[clean['SATS']==1]
sats.show_in_notebook(display_length=5)
Out[3]:
<Table masked=True length=131>
OBJID RA DEC PHOTPTYPE PHOT_SG FLAGS SATURATED BAD_COUNTS_ERROR BINNED1 u g r i z u_err g_err r_err i_err z_err MODELMAGERR_U MODELMAGERR_G MODELMAGERR_R MODELMAGERR_I MODELMAGERR_Z EXTINCTION_U EXTINCTION_G EXTINCTION_R EXTINCTION_I EXTINCTION_Z DERED_U DERED_G DERED_R DERED_I DERED_Z PETRORAD_U PETRORAD_G PETRORAD_R PETRORAD_I PETRORAD_Z PETRORADERR_U PETRORADERR_G PETRORADERR_R PETRORADERR_I PETRORADERR_Z DEVRAD_U DEVRADERR_U DEVRAD_G DEVRADERR_G DEVRAD_R DEVRADERR_R DEVRAD_I DEVRADERR_I DEVRAD_Z DEVRADERR_Z DEVAB_U DEVAB_G DEVAB_R DEVAB_I DEVAB_Z CMODELMAG_U CMODELMAGERR_U CMODELMAG_G CMODELMAGERR_G CMODELMAG_R CMODELMAGERR_R CMODELMAG_I CMODELMAGERR_I CMODELMAG_Z CMODELMAGERR_Z PSFMAG_U PSFMAGERR_U PSFMAG_G PSFMAGERR_G PSFMAG_R PSFMAGERR_R PSFMAG_I PSFMAGERR_I PSFMAG_Z PSFMAGERR_Z FIBERMAG_U FIBERMAGERR_U FIBERMAG_G FIBERMAGERR_G FIBERMAG_R FIBERMAGERR_R FIBERMAG_I FIBERMAGERR_I FIBERMAG_Z FIBERMAGERR_Z FRACDEV_U FRACDEV_G FRACDEV_R FRACDEV_I FRACDEV_Z Q_U U_U Q_G U_G Q_R U_R Q_I U_I Q_Z U_Z EXPAB_U EXPRAD_U EXPPHI_U EXPAB_G EXPRAD_G EXPPHI_G EXPAB_R EXPRAD_R EXPPHI_R EXPAB_I EXPRAD_I EXPPHI_I EXPAB_Z EXPRAD_Z EXPPHI_Z FIBER2MAG_R FIBER2MAGERR_R EXPMAG_R EXPMAGERR_R Column1 PETROR50_R PETROR90_R PETROMAG_R SB_EXP_R SB_PETRO_R J JERR H HERR K KERR SPEC_Z SPEC_Z_ERR SPEC_Z_WARN PHOTOZ PHOTOZ_ERR W1 W1ERR W2 W2ERR HOST_RA HOST_DEC HOST_DIST HOST_VHOST HOST_MK HOST_NSAID HOST_FLAG HOST_SAGA_NAME RHOST_ARCM RHOST_KPC OBJ_NSAID SATS PROBABILITY_CLASS1 RESCALED_PROBABILITY_CLASS1 REMOVE TELNAME MASKNAME ZQUALITY SPECOBJID SPEC_REPEAT 1237655693015056396 224.532617519 -1.31259609568 3 GALAXY 35253360398352 262144 0 268435456 17.3497 16.089 15.4546 15.1464 14.9615 0.0416732 0.00498512 0.00534471 0.00545955 0.0135447 0.0416732 0.00498512 0.00534471 0.00545955 0.0135447 0.32708 0.240662 0.174548 0.132355 0.0938412 17.1418 15.8741 15.3876 15.0828 14.9173 12.9075 13.4682 13.1628 13.8231 13.8238 0.738636 0.710056 0.803463 0.78797 0.894669 21.15 3.11296 24.4211 0.411017 23.5287 0.513989 23.8198 0.408222 24.1926 1.04576 0.449992 0.465957 0.446009 0.475622 0.467311 17.477 0.0415375 16.0842 0.00498177 15.5622 0.00534471 15.1929 0.00545646 15.0088 0.0135404 21.1691 0.0788425 19.6741 0.0184681 19.4228 0.0195905 19.0933 0.019701 18.8251 0.037165 20.6698 0.0618124 19.3683 0.0111833 18.7532 0.0087296 18.4167 0.00977192 18.174 0.0217943 0.0 0.0 0.0 0.0 0.0 0.0862015 -0.015842 0.139541 -0.0327954 0.14517 -0.0385242 0.135794 -0.034536 0.133919 -0.0334079 0.508928 8.21412 149.518 0.479386 8.81146 151.674 0.473689 8.55776 152.901 0.487392 8.70547 151.876 0.495454 8.42529 152.167 19.5874 0.0125185 15.5622 0.00534471 8.55776 6.02391 13.3899 15.5966 22.2194214691 21.4913916271 15.174 9999.0 15.71 0.248 14.45 9999.0 0.0064927 2.15047e-05 0 0.067474 0.016437 -1.0 -1.0 -1.0 -1.0 224.594 -1.09102 28.4038 1922.0 7.693 145729 0 13.7934861167 113.96603527 35536 1 0.559135409723 0.691219228277 -1 NSA sdss 4 1.23765569302e+18 NSA 1237648702984683605 225.005401226 -1.09130226734 3 GALAXY 1161121054724696 0 0 268435456 16.0611 15.3154 14.9987 14.8723 14.7438 0.00790307 0.00274512 0.00320407 0.00445661 0.00904204 0.00790307 0.00274512 0.00320407 0.00445661 0.00904204 0.327712 0.241128 0.174886 0.132611 0.0940226 15.997 15.1689 14.8268 14.7113 14.6349 40.986 12.9685 13.7948 14.3383 13.7471 1.52479 0.171283 0.158666 0.162538 0.28877 10.7435 0.29789 14.1078 0.139925 15.0666 0.189859 16.1199 0.217477 19.1789 0.55349 0.763178 0.837018 0.889757 0.903721 0.889412 16.1489 0.00772101 15.3572 0.00280809 14.9363 0.00327976 14.7643 0.00451928 14.6683 0.00921106 18.9691 0.0220671 18.7247 0.0217491 18.3088 0.0183036 18.6214 0.0184466 18.4012 0.0271797 18.6917 0.0133083 18.1511 0.00473336 17.9322 0.00489516 17.876 0.00606622 17.7374 0.015826 0.707669 0.186364 0.135334 0.0759754 0.0475266 0.049303 0.0401041 0.0350942 0.0156222 0.021055 0.00853904 0.0190857 0.00764772 0.0257252 0.000878967 0.766903 4.61793 19.3252 0.859923 6.01446 14.5641 0.9152 6.17972 15.5966 0.893827 6.821 16.265 0.896596 6.48962 17.5049 18.7455 0.00700653 15.0017 0.00320407 6.17972 6.3164 15.0252 14.9831 20.9519645872 20.980901535 16.079 0.2 14.286 9999.0 14.022 9999.0 0.00629765 5.12096e-06 0 0.052463 0.042043 -1.0 -1.0 -1.0 -1.0 224.594 -1.09102 28.4038 1922.0 7.693 145729 0 24.6830181721 203.937501653 35574 1 0.937006959496 1.0 -1 NSA sdss 4 1.23764870298e+18 NSA 1237678777399443498 348.696648891 4.63995487019 3 GALAXY 1319489383829520 0 0 268435456 16.2589 15.4118 15.1461 15.151 15.0711 0.0133954 0.00337096 0.00372528 0.00503585 0.016996 0.0133954 0.00337096 0.00372528 0.00503585 0.016996 0.351228 0.258431 0.187435 0.142127 0.10077 15.9077 15.1534 14.9587 15.0089 14.9703 7.85677 14.8216 16.9723 17.4592 16.198 0.416085 0.592362 0.532695 0.583627 1.59642 6.14038 0.393122 12.945 0.147697 16.5576 0.230838 21.2875 0.428442 19.2748 1.18488 0.560836 0.633022 0.652968 0.666818 0.642156 16.9274 0.0125958 15.7663 0.00344334 15.3667 0.00384934 15.3186 0.00525219 15.3894 0.0176961 18.5668 0.029266 18.1765 0.0167651 18.0176 0.0157614 18.2427 0.0372806 18.2684 0.0444522 18.9126 0.0201894 18.3965 0.00815896 18.2763 0.0112054 18.4189 0.0330912 18.2789 0.0329746 1.0 0.597977 0.542913 0.330933 0.278819 0.141098 0.0580611 0.153493 0.0330052 0.137907 0.0216559 0.138105 0.00822253 0.117644 0.00515801 0.609136 3.06036 18.444 0.642587 5.92036 2.27256 0.66175 6.76683 -0.102134 0.688367 7.1676 177.606 0.712223 6.22386 0.764634 19.0283 0.0151085 15.7049 0.0037812 nan 7.17402 20.2725 15.5139 21.8522300022 21.7881904536 15.78 9999.0 16.041 0.226 14.706 9999.0 0.009556 -1.0 -1 0.009656 0.006745 -1.0 -1.0 -1.0 -1.0 348.683 4.53406 37.019 2689.0 8.327 150887 0 Catch22 6.4059165842 68.9813719874 -1 1 0.71936968144 0.920132632891 -1 MMT /Spectra/Final/MMT/spHect-2015.0918_1.zlog 4 130.0 MMT 1237678777399509170 348.874199097 4.61326147472 3 GALAXY 1231558551928920 0 0 268435456 22.3159 20.6245 20.0919 19.8157 19.8534 0.392078 0.0384179 0.0380788 0.0441104 0.174327 0.392078 0.0384179 0.0380788 0.0441104 0.174327 0.36957 0.271926 0.197224 0.149549 0.106032 21.9463 20.3526 19.8947 19.6662 19.7474 1.95797 1.99565 2.01321 2.02483 1.8149 1.93142 0.0813015 0.0957039 0.105237 0.358533 0.265189 3.5427 0.642317 0.204892 0.724754 0.169696 0.811098 0.297318 0.760209 2.14911 0.05 0.321801 0.349964 0.468359 0.908478 22.444 0.88795 20.6447 0.0383888 20.0919 0.0380788 19.7884 0.0452603 19.8116 0.384388 22.4742 0.436096 20.9267 0.0832394 20.4237 0.0811642 20.2096 0.0797042 20.2421 0.224996 21.8964 0.212424 20.8685 0.064047 20.33 0.0632852 20.0446 0.0613541 19.8139 0.142679 1.0 0.0 0.0 0.0 0.0 -0.120885 -0.0855743 0.0668041 0.0570649 0.0603744 0.0741286 0.035677 0.045153 0.138897 0.00216901 0.0852328 0.472005 37.6751 0.449965 0.837724 21.6701 0.457291 0.91242 27.6023 0.580493 0.900982 23.6142 0.999772 0.720122 80.1315 21.1625 0.0908233 20.0919 0.0380788 nan 1.14993 1.76627 20.2737 21.8883004344 22.5725191946 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.009029 -1.0 -1 0.052225 0.046889 -1.0 -1.0 -1.0 -1.0 348.683 4.53406 37.019 2689.0 8.327 150887 0 Catch22 12.3834987085 133.350062655 -1 1 0.00112983692949 0.000214772468376 -1 MMT /Spectra/Final/MMT/spHect-2015.0918_1.zlog 3 170.0 MMT 1237678776862572690 348.776907636 4.373197012 3 GALAXY 35287719870552 0 0 268435456 17.4923 16.41 15.7936 15.5333 15.3104 0.0165465 0.00372222 0.00344489 0.00377388 0.00878984 0.0165465 0.00372222 0.00344489 0.00377388 0.00878984 0.344205 0.253263 0.183687 0.139284 0.0987544 17.1481 16.1567 15.61 15.394 15.2116 7.62093 8.3958 8.64694 8.96763 8.06784 0.453697 0.299889 0.233456 0.224426 0.256739 8.64291 0.655824 9.17482 0.154656 9.47676 0.151941 10.3585 0.148844 12.3224 0.477552 0.641116 0.600725 0.635376 0.633174 0.575303 17.4534 0.0168635 16.3584 0.00378929 15.7422 0.00349726 15.4608 0.00384048 15.3094 0.00895384 19.1839 0.0395789 18.2793 0.0184401 17.7089 0.0185088 17.5538 0.0242889 17.4182 0.0234522 19.6395 0.0302976 18.5769 0.00647879 18.007 0.00562229 17.778 0.00627079 17.5437 0.0156731 0.209068 0.150357 0.107163 0.10302 0.0534356 0.0462194 0.0952906 0.120548 0.0926142 0.111436 0.0719139 0.118829 0.0712098 0.134764 0.0651188 0.673148 3.68838 37.9826 0.589448 4.36894 18.3407 0.629836 4.40322 16.1759 0.630388 4.46986 16.9562 0.624288 4.23508 15.9658 18.8015 0.00799872 15.7936 0.00344489 nan 3.95892 9.4873 15.7704 21.0079422762 20.7537062149 15.851 0.147 15.35 0.193 14.787 0.126 0.008904 -1.0 -1 0.089898 0.056008 -1.0 -1.0 -1.0 -1.0 348.683 4.53406 37.019 2689.0 8.327 150887 0 Catch22 11.1674755393 120.255527082 -1 1 0.000296533660993 8.08778605097e-05 -1 MMT /Spectra/Final/MMT/spHect-2015.0918_1.zlog 4 216.0 MMT 1237679005558702536 348.554591739 4.91500326962 3 GALAXY 281709320863744 0 0 268435456 21.8086 21.1719 20.8844 21.2739 21.8306 0.298188 0.0626813 0.0784184 0.171063 1.14879 0.298188 0.0626813 0.0784184 0.171063 1.14879 0.366988 0.270026 0.195845 0.148504 0.105291 21.4416 20.9019 20.6886 21.1254 21.7253 0.0919122 3.73425 2.50511 2.60216 0.296803 0.0355574 0.512303 0.200675 2.44569 0.573581 4.10667 7.80763 5.11608 1.79423 4.10601 1.98431 3.44767 3.13092 9.89341 22.9986 0.05 0.386332 0.286519 0.349938 0.05 21.7812 0.261212 20.8884 0.0862551 20.8844 0.0784184 21.229 0.169298 20.5753 0.538098 22.6219 0.314224 22.2987 0.0842459 22.1766 0.107121 22.5841 0.216634 22.3292 0.686211 22.4601 0.295083 22.1081 0.0816971 21.8215 0.106536 22.1516 0.224618 22.1408 0.794124 0.0 0.134992 0.0 0.0 0.0514384 0.221975 0.180526 0.144255 -0.208483 0.140232 -0.171469 0.27856 -0.126487 1.75578 52.5333 0.158749 1.76448 3.19697 0.431437 2.24219 156.353 0.400215 1.76425 156.326 0.449628 1.75905 173.702 0.05 3.41105 50.522 22.5329 0.135876 20.8844 0.0784184 nan 1.29802 1.95693 21.1057 24.1126576875 23.6675736433 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.009368 -1.0 -1 0.054501 0.05523 -1.0 -1.0 -1.0 -1.0 348.683 4.53406 37.019 2689.0 8.327 150887 0 Catch22 24.1118295796 259.64347008 -1 1 0.00482325952929 0.00156115369126 -1 MMT /Spectra/Final/MMT/spHect-2015.0918_1.zlog 4 109.0 MMT 1237650372092690464 180.29544216 -1.2976838319 3 GALAXY 1319448581640280 0 0 268435456 14.7549 13.8569 13.5133 13.3363 13.2712 0.00616112 0.00218275 0.00221878 0.00297785 0.00571236 0.00616112 0.00218275 0.00221878 0.00297785 0.00571236 0.18759 0.138027 0.100109 0.0759093 0.0538207 14.8969 13.9875 13.6394 13.7364 13.3717 22.799 26.679 27.8643 28.5132 28.3939 0.657716 0.817655 1.00603 1.14355 1.25816 29.671 0.433278 29.6708 0.262799 29.673 0.123082 29.672 0.316657 29.6785 0.225082 0.97345 0.890842 0.877747 0.982633 0.704003 15.1005 0.00621076 14.1603 0.00219262 13.7404 0.00222592 13.6246 0.00292769 13.3712 0.00570735 18.8473 0.0207265 18.5106 0.0207906 18.2253 0.0169116 18.7404 0.0171923 17.9455 0.0284186 18.9308 0.016362 18.3925 0.00866009 18.1215 0.00878149 18.0368 0.0112534 17.8986 0.021555 0.0833092 0.0438304 0.031261 0.0 0.0 0.0170487 0.00362903 0.0851047 0.00612026 0.098443 0.00416241 0.109622 0.00320081 0.103699 0.00487993 0.632492 16.6946 50.0944 0.647036 16.7749 35.3922 0.649944 17.4003 30.9759 0.699971 19.9324 26.8613 0.62162 18.7986 31.0283 18.8384 0.0111272 13.7395 0.00221878 nan 13.7661 29.692 13.7032 21.9377742876 21.3926642507 16.481 0.203 14.687 9999.0 14.353 9999.0 0.00489 -1.0 0 0.03922 0.037245 -1.0 -1.0 -1.0 -1.0 180.098 -1.10008 23.2487 1465.0 7.321 140594 0 Alice 16.7327056701 113.159038238 171514 1 -1.0 -1.0 -1 GAMA http://www.gama-survey.org/dr2/data/spectra/gama 4 1.0 GAMA 1237650762927308814 179.69172842 -1.46194133403 3 GALAXY 1153238168554049552 262144 0 268435456 15.5663 14.4205 13.9884 13.6253 13.6721 0.0703909 0.0260287 0.0102239 0.0311884 0.0438919 0.0703909 0.0260287 0.0102239 0.0311884 0.0438919 0.133882 0.0985089 0.0714469 0.054176 0.0384115 19.9626 19.7046 18.1052 18.7507 17.9965 2.44641 2.85645 2.69312 2.55184 4.69894 0.142318 0.0185944 0.0232917 0.0520932 2.52093 3.29675 1.4776 15.3494 1.03493 1.40593 0.078973 4.10637 0.486262 0.817225 0.314706 0.380747 0.0540444 0.877246 0.266352 0.903142 19.8947 0.0836794 18.6906 0.0178562 18.1767 0.0102239 18.4046 0.0285066 18.2039 0.0432746 20.8891 0.0803739 20.5657 1.08548 18.9002 0.0455938 19.5466 0.112714 18.6719 0.0668373 20.567 0.0690704 19.3683 1.08568 18.9269 0.0330057 18.6042 0.0413801 18.6259 0.0570257 0.0 0.0 0.0 0.0 0.00156207 -0.0295862 -0.0856345 -0.0420412 -0.00552304 -0.0379529 -0.0200157 -0.0361029 -0.0415385 -0.647101 -0.115936 0.450003 1.98032 109.407 0.249948 4.32815 100.892 0.922989 1.13723 104.026 0.33044 2.55576 87.8065 0.979636 0.762346 112.326 19.7685 0.0478008 18.1767 0.0102239 nan 1.46814 2.3565 18.2896 20.451347583 21.1188713328 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.005 -1.0 0 0.187121 0.128613 -1.0 -1.0 -1.0 -1.0 180.098 -1.10008 23.2487 1465.0 7.321 140594 0 Alice 32.6395144778 220.73030104 140542 1 9.0407076298e-07 0.0 -1 GAMA http://www.gama-survey.org/dr2/data/spectra/gama 4 1.0 GAMA 1237662524159557757 195.105563951 13.6705858419 3 GALAXY 105624285352208 0 0 268435456 16.322 15.431 15.1449 15.0109 14.9745 0.173513 0.0738012 0.0798612 0.138894 0.993791 0.173513 0.0738012 0.0798612 0.138894 0.993791 0.182145 0.134021 0.0972031 0.0737062 0.0522586 21.4433 21.1576 21.1841 21.3512 22.7956 1.36681 1.41934 1.3969 1.44305 2.96934 0.224661 0.186038 0.147174 0.197682 -1000.0 0.0568145 13.29 0.0102957 3.60466 0.235864 0.68843 0.366084 0.906586 0.0104864 0.0 0.104701 0.366144 0.816298 0.686323 0.0912641 21.691 0.309366 21.3666 0.0726687 21.2813 0.193679 21.3367 0.206486 22.8475 1.27652 21.6615 0.183485 21.3514 0.131851 21.46 0.129518 21.6447 0.22513 22.8511 1.3254 20.6537 0.0717672 19.7771 0.0288546 19.5525 0.027971 19.4632 0.0372989 19.541 0.191161 1.0 1.0 0.0 0.0 0.0 -0.0390132 -0.00197435 -0.0204082 0.00302842 0.0180735 0.0133789 0.03191 0.0468346 1.06578 0.800969 0.157793 0.000781397 116.199 0.423669 0.0124015 141.941 0.857287 0.321445 20.3116 0.745458 0.464238 19.789 0.0516699 0.00609491 136.098 20.3902 0.0404161 21.2813 0.193679 nan 0.728876 1.3143 21.4296 20.8123291383 22.7383670819 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00663794 -1.0 0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 194.863 14.1712 30.027 1988.0 7.907 142722 0 33.1973972389 289.958167603 169971 1 0.0534643335661 0.0370897992686 -1 NSA alfalfa 4 1.23766252416e+18 NSA 1237662525233037420 194.572104136 14.5571518823 3 GALAXY 1161189774200920 0 0 268435456 15.1154 13.8937 13.3322 13.0366 12.8058 0.00876489 0.00258233 0.00253072 0.00278083 0.00790994 0.00876489 0.00258233 0.00253072 0.00278083 0.00790994 0.138485 0.101896 0.0739036 0.0560389 0.0397323 15.3064 14.139 13.6354 13.3492 13.1741 80.6569 50.2483 41.3339 41.5703 32.727 20.7442 13.3391 8.89217 10.4097 5.06936 29.6686 0.876116 29.6788 0.173046 29.6699 0.195707 29.6647 0.409033 29.6689 0.801664 0.535124 0.54374 0.529796 0.532462 0.496279 15.075 0.00851744 14.1095 0.0025908 13.7269 0.00255392 13.4369 0.00281095 13.2688 0.0080394 20.2584 0.0515269 18.8088 0.0142605 18.4956 0.0178718 18.124 0.0216897 18.0723 0.0327119 20.0817 0.0406728 18.6575 0.00679134 18.0356 0.00556571 17.7043 0.0059008 17.4775 0.0173734 0.0 0.0753784 0.107274 0.134517 0.143138 -0.306382 -0.0135356 -0.322654 -0.0178434 -0.320437 -0.0203608 -0.317356 -0.021652 -0.306678 -0.0241317 0.267068 34.4236 119.945 0.245446 28.9907 120.629 0.273266 24.2735 120.693 0.279285 23.6008 120.669 0.251574 23.0512 120.946 18.8593 0.00797086 13.7093 0.00253072 nan 17.4513 48.0996 13.6347 22.6304344083 21.8393358194 15.688 0.138 15.075 0.166 14.543 0.125 0.00674294 1.85704e-05 0 0.044988 0.01468 -1.0 -1.0 -1.0 -1.0 194.863 14.1712 30.027 1988.0 7.907 142722 0 28.669986699 250.41510293 169964 1 0.997567072239 1.0 -1 NSA sdss 4 1.23766252523e+18 NSA 1237662196143947955 206.062030556 41.6773969113 3 GALAXY 35253360136464 0 0 268435456 17.6063 16.3506 15.7129 15.4142 15.3675 0.0357736 0.00551178 0.00491173 0.0056155 0.0156972 0.0357736 0.00551178 0.00491173 0.0056155 0.0156972 0.0372117 0.02738 0.0198583 0.0150579 0.0106763 17.7633 16.4637 15.8958 15.6115 15.4294 2.96875 11.0277 11.4207 11.3972 11.1316 -1000.0 0.286611 0.408577 0.384427 0.818885 13.2893 2.06121 11.6085 0.283359 11.8842 0.274942 12.3217 0.244534 13.627 0.936572 0.75469 0.690267 0.699605 0.711903 0.653684 17.667 0.0356847 16.7991 0.00570692 16.2357 0.00508769 15.9561 0.00582074 15.7418 0.0164207 20.3137 0.0555526 19.2739 0.0231464 18.783 0.0164308 18.5805 0.0293982 18.3622 0.0354671 20.5528 0.0551576 19.3159 0.00920743 18.7425 0.00798758 18.4811 0.00983007 18.3183 0.0242623 1.0 0.428441 0.380815 0.333452 0.330931 0.0625213 -0.0362181 0.0389133 -0.0355163 0.0488318 -0.0364416 0.0431146 -0.03773 0.0575735 -0.0429249 0.688107 4.67071 145.122 0.712151 4.63747 158.585 0.725691 4.5988 162.99 0.724209 4.59587 160.011 0.695271 4.6306 167.704 19.4958 0.0108806 16.4929 0.00491574 nan 4.97715 13.3345 16.3373 21.8015331645 21.817637634 16.626 0.129 15.818 0.131 15.683 0.189 0.00869595 9.33515e-06 0 0.055504 0.026538 -1.0 -1.0 -1.0 -1.0 206.33 41.7125 37.2285 2549.01 8.434 163956 0 12.1895503549 132.004407169 56424 1 0.0157616861301 0.0071883376465 -1 NSA sdss 4 1.23766219614e+18 NSA 1237662307796910232 206.19066673 41.5567177 3 GALAXY 475058011246640 0 0 268435456 18.291 17.0818 16.5342 16.2644 16.0636 0.0368874 0.00637697 0.00590459 0.00811227 0.0274015 0.0368874 0.00637697 0.00590459 0.00811227 0.0274015 0.0439143 0.0323118 0.0234352 0.0177702 0.0125993 18.3937 17.1391 16.5781 16.3179 16.167 11.6031 12.3158 11.7519 11.6846 10.9868 10.0587 0.765671 0.789966 0.605379 0.715483 29.6629 5.32863 18.3254 0.500229 19.1265 0.38829 19.1232 0.511324 21.4431 2.29586 0.473486 0.528648 0.512955 0.520046 0.525454 17.5124 0.0367516 17.0883 0.00660174 16.5471 0.00603913 16.3037 0.00817689 16.171 0.0284148 20.9574 0.0723664 20.178 0.0327679 19.6018 0.0255626 19.4906 0.0245414 19.2901 0.0675955 21.0212 0.0727009 19.821 0.0126748 19.298 0.0115283 19.0619 0.0151431 18.9411 0.051157 0.801795 0.124087 0.0689637 0.0221334 0.0 -0.0200817 0.0812632 -0.0675859 0.0639598 -0.077632 0.064055 -0.0790768 0.0678156 -0.0965609 0.0562134 0.487439 7.25171 64.7571 0.541994 6.53168 70.2756 0.527321 6.70898 71.3566 0.527138 6.81153 70.1921 0.539672 6.71158 70.4046 20.0954 0.0163238 16.6015 0.00590459 nan 5.19313 12.2297 16.6232 22.7302234394 22.19578327 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00894533 2.04436e-05 0 0.048505 0.029693 -1.0 -1.0 -1.0 -1.0 206.33 41.7125 37.2285 2549.01 8.434 163956 0 11.2458249631 121.784551291 56427 1 0.594563719929 0.752192233584 -1 NSA sdss 4 1.2376623078e+18 NSA 1237655369832267945 217.94533575 58.0087096127 3 GALAXY 193617394274392 0 0 268435456 16.9431 15.8456 15.3844 15.1581 15.007 0.0222966 0.00448064 0.00444744 0.00579007 0.0181076 0.0222966 0.00448064 0.00444744 0.00579007 0.0181076 0.0545957 0.040171 0.0291354 0.0220925 0.0156638 17.4537 16.2423 15.7784 15.56 15.4076 17.6822 16.4561 17.0361 17.4601 14.5501 4.23944 0.712906 0.87078 0.709129 0.681601 29.6653 3.37899 29.6624 0.649263 29.6634 0.662435 29.6704 0.816306 29.6697 1.34272 0.417996 0.458523 0.502005 0.522656 0.455553 17.4405 0.0233947 16.2283 0.00460892 15.7429 0.00457053 15.5172 0.00590213 15.4561 0.0180968 20.4419 0.0519092 19.525 0.0237949 19.076 0.0189971 19.0009 0.0243701 18.7541 0.0539807 20.6442 0.0530855 19.5373 0.0111511 19.1165 0.0106199 18.9296 0.0145816 18.7006 0.0445885 0.178629 0.0841764 0.0762156 0.0500963 0.0 0.218122 -0.0402224 0.192776 -0.040409 0.182827 -0.0356188 0.170378 -0.0315868 0.209678 -0.0367132 0.439044 9.2111 192.164 0.490161 9.63764 193.227 0.519688 9.58259 193.389 0.525929 9.80462 192.961 0.494661 9.47722 191.421 19.9402 0.0153148 15.8075 0.00444744 nan 7.66509 18.4114 15.7927 22.7103600833 22.2107608668 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00611507 -1.0 0 0.032418 0.014835 -1.0 -1.0 -1.0 -1.0 218.023 57.9215 31.0085 1898.39 8.277 165153 0 5.7799144977 52.1348447726 28287 1 0.639401594006 0.820866982835 -1 NSA sdss 4 1.23765536983e+18 NSA 1237664871897039021 141.021441102 34.6469717218 3 GALAXY 105624251797848 0 0 268435456 17.3313 16.1926 15.5506 15.2342 15.0556 0.0486639 0.00794483 0.00702056 0.00833643 0.0207971 0.0486639 0.00794483 0.00702056 0.00833643 0.0207971 0.0881058 0.0648274 0.0470183 0.0356525 0.0252781 17.9126 16.2697 15.6449 15.344 15.1325 43.7726 18.9477 18.9291 18.4033 18.1594 -1000.0 0.233259 0.210364 0.200041 0.507397 29.6677 7.37124 29.6773 0.403236 29.6687 0.425545 29.6659 1.08915 29.6675 2.8589 0.910796 0.830473 0.80403 0.826637 0.810346 17.9926 0.0514127 16.3321 0.00794425 15.692 0.00702056 15.3836 0.00833414 15.167 0.0207905 21.819 0.15223 20.7357 0.0280773 20.1177 0.022145 19.9102 0.0295485 19.6328 0.0611196 21.6701 0.133583 20.1618 0.0176395 19.5449 0.0144796 19.2284 0.0158707 19.0069 0.0444864 0.136653 0.0 0.0 0.0 0.0 -0.0450326 -0.0642778 0.0709711 -0.00536216 0.0612873 -0.00488321 0.064283 -0.00413325 0.0754612 -0.00207146 0.906238 7.99207 104.241 0.79258 10.2318 179.254 0.788503 10.2259 176.471 0.799935 10.0234 180.769 0.766414 10.2327 180.085 20.3827 0.0207337 15.692 0.00702056 nan 8.78567 17.8434 15.7495 22.7359006185 22.4638604628 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00640778 5.27589e-05 0 0.061231 0.029378 -1.0 -1.0 -1.0 -1.0 141.077 34.5135 27.6714 1687.0 8.032 135879 0 8.43284420304 67.8782896525 157233 1 0.197268666353 0.138781727177 -1 NSA zcat 4 1.2376648719e+18 NSA 1237664871360299284 141.450424263 34.2768708872 3 GALAXY 175990848491608 0 0 268435456 15.507 14.3971 13.9047 13.6133 13.5059 0.0249356 0.00398698 0.00342572 0.00389897 0.0104136 0.0249356 0.00398698 0.00342572 0.00389897 0.0104136 0.0891623 0.0656048 0.0475821 0.03608 0.0255812 16.9498 15.4335 14.8599 14.6183 14.5668 28.046 31.9229 35.5161 28.8275 26.7362 1.6467 0.201647 0.822602 0.3089 0.598163 29.6737 1.1354 29.67 0.546201 29.6724 0.239964 29.6728 0.323191 29.6681 2.11519 0.895122 0.932693 0.857134 0.882742 0.919633 17.031 0.0251018 15.4083 0.00406432 14.8296 0.00349755 14.6223 0.00400848 14.5738 0.0108389 21.6532 0.13487 20.2051 0.0249955 19.5314 0.0236774 19.3347 0.0227559 19.1779 0.0420022 21.1895 0.0974115 19.6701 0.0128487 19.0212 0.0100164 18.711 0.0118616 18.5567 0.027259 0.0618988 0.153007 0.204219 0.223918 0.301522 0.183609 0.00630829 0.135342 0.00462217 0.116679 0.00357153 0.13075 0.001326 0.0718699 -0.000477956 0.570657 15.7215 34.7542 0.654392 15.5283 25.3375 0.683877 14.5918 24.6186 0.673642 13.452 25.4244 0.760122 11.2001 25.864 19.821 0.013788 14.9075 0.00342572 nan 13.7838 31.1654 14.846 22.7234969997 22.5382696759 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00543513 3.34639e-05 0 0.066185 0.051935 -1.0 -1.0 -1.0 -1.0 141.077 34.5135 27.6714 1687.0 8.032 135879 0 23.2841415014 187.419234139 157256 1 -1.0 -1.0 -1 NSA sdss 4 1.23766487136e+18 NSA 1237664871897038979 141.141087343 34.6588051715 3 GALAXY 35255507619856 0 0 268435456 16.233 15.0814 14.571 14.3054 14.2167 0.0214113 0.00864166 0.0104276 0.0102319 0.0848884 0.0214113 0.00864166 0.0104276 0.0102319 0.0848884 0.0845631 0.0622207 0.0451276 0.0342189 0.0242616 16.5982 15.2604 14.7684 14.5164 14.7198 23.0631 28.9153 30.0726 29.0592 25.7457 1.26947 0.719589 0.911174 0.687026 0.566293 29.6727 1.71411 29.6719 0.753249 29.6637 1.42735 29.6739 0.447996 29.6699 5.96063 0.978821 0.822759 0.814069 0.909653 0.593038 16.7978 0.0213879 15.3179 0.00863944 14.8136 0.0104276 14.5514 0.0102269 14.6411 0.104221 21.7265 0.12693 20.611 0.0264792 20.0567 0.0214097 19.911 0.0296968 19.6243 0.0616525 21.2787 0.104657 20.0107 0.0153628 19.4772 0.0140641 19.2437 0.0168302 19.018 0.0457043 0.0581806 0.0 0.0 0.0 0.0 0.00517654 -0.0148916 -0.0923742 -0.0106857 -0.0955602 -0.010528 -0.0964111 -0.0100251 -0.0881663 -0.0111841 0.699991 13.555 141.595 0.550001 17.964 123.704 0.563046 17.6032 122.061 0.581851 17.4073 123.884 0.599997 13.4008 123.089 20.3261 0.0203888 14.8136 0.0104276 nan 13.3468 28.004 14.8684 23.0369755069 22.4907261327 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00612758 2.2347e-05 0 0.054505 0.038004 -1.0 -1.0 -1.0 -1.0 141.077 34.5135 27.6714 1687.0 8.032 135879 0 9.32095770049 75.0269435451 157238 1 0.622155140271 0.797576162976 -1 NSA zcat 4 1.2376648719e+18 NSA 1237664871896907945 140.813271688 34.7343539788 3 GALAXY 193585182019600 0 0 268435456 16.0578 14.8697 14.3956 14.1416 13.9957 0.0307999 0.00577375 0.00366624 0.00416971 0.0089459 0.0307999 0.00577375 0.00366624 0.00416971 0.0089459 0.0931295 0.0685238 0.0496992 0.0376854 0.0267194 16.3425 14.9934 14.5374 14.3112 14.2182 25.1146 27.6842 28.5145 27.0098 24.2988 0.579898 0.501801 0.563547 0.526601 0.535416 29.6623 3.98504 29.6727 0.23172 29.6682 0.481794 29.6601 0.545075 29.667 0.89311 0.864884 0.915094 0.758112 0.784043 0.982083 16.4677 0.0306956 15.0727 0.00577063 14.5871 0.00366624 14.3734 0.00416754 14.3262 0.00897164 21.2005 0.0952544 20.2009 0.0225864 19.5565 0.0213346 19.2935 0.0176091 19.1459 0.0698363 20.9992 0.0794607 19.7173 0.0126069 19.1391 0.0107389 18.8134 0.0113894 18.6634 0.0450764 0.0 0.0 0.0 0.0 0.0257233 -0.0358137 0.00684353 -0.0218374 0.00480451 -0.0204345 0.00688448 -0.0154258 0.00636465 -0.0179979 0.00485366 0.649841 15.7261 59.0609 0.684749 15.8797 60.4373 0.673575 16.204 59.3172 0.66571 15.8757 58.5422 0.634213 15.1034 56.5051 19.9415 0.0147515 14.5871 0.00366624 nan 12.8543 25.5421 14.6499 22.6306402793 22.190590712 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00521147 2.96732e-05 0 0.039942 0.020607 -1.0 -1.0 -1.0 -1.0 141.077 34.5135 27.6714 1687.0 8.032 135879 0 18.5772698351 149.53299264 50608 1 0.664584887345 0.862527451112 -1 NSA sdss 4 1.2376648719e+18 NSA 1237664871897170083 141.506228227 34.6534021854 3 GALAXY 263988285935704 0 0 268435456 15.6983 14.4948 13.9587 13.6715 13.4953 0.0121258 0.00468073 0.00414163 0.00507004 0.0133335 0.0121258 0.00468073 0.00414163 0.00507004 0.0133335 0.11162 0.0821289 0.0595667 0.0451677 0.0320244 15.8548 14.5274 14.0041 13.7739 13.6974 27.5741 33.5698 32.6959 30.6515 25.8519 4.25232 5.00358 5.47914 4.50846 3.75074 29.6708 0.551217 29.6723 0.338914 29.6699 0.224398 29.6695 0.396668 29.6712 0.901987 0.469007 0.482912 0.477073 0.43628 0.369638 15.933 0.0121246 14.579 0.00467992 14.0654 0.00414599 13.8501 0.00508551 13.7928 0.0132336 21.0439 0.0750346 19.781 0.0184097 19.2263 0.0206811 18.9289 0.0186952 18.8214 0.037495 20.5401 0.0558729 19.1761 0.00920542 18.5415 0.00730569 18.2269 0.0079766 18.011 0.0218863 0.0 0.0 0.00731622 0.0272274 0.0 -0.38505 0.018882 -0.304042 0.0200708 -0.299289 0.0227844 -0.296706 0.0226991 -0.341938 0.0257452 0.24993 26.2224 72.2398 0.24069 26.6938 72.2687 0.249982 25.4928 72.285 0.252889 24.319 72.2804 0.249958 22.1473 72.3664 19.3918 0.0107353 14.0637 0.00414163 nan 14.2395 34.3122 14.2163 23.091219738 21.9792138515 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00539466 1.66289e-05 0 0.034637 0.029037 -1.0 -1.0 -1.0 -1.0 141.077 34.5135 27.6714 1687.0 8.032 135879 0 22.7972266392 183.500006171 64909 1 0.00187293172525 0.000333220173734 -1 NSA sdss 4 1.2376648719e+18 NSA 1237667736661655812 198.263623171 23.084589958 3 GALAXY 35255507620112 0 0 268435456 18.4087 17.5325 17.3036 17.1216 17.0442 0.0755194 0.0123519 0.0153078 0.0199646 0.0525402 0.0755194 0.0123519 0.0153078 0.0199646 0.0525402 0.0706796 0.0520054 0.0377186 0.0286009 0.0202784 18.7694 17.7571 17.5212 17.3795 17.2518 2.97028 14.8394 15.1907 15.3463 43.7733 -1000.0 1.06507 1.19902 0.898616 -1000.0 22.9283 8.12702 20.7136 0.867313 23.8185 1.32704 21.6219 1.7277 28.5348 6.64782 0.468765 0.448038 0.453691 0.439553 0.47041 18.4746 0.0914505 17.7182 0.0128854 17.3731 0.0162262 17.351 0.0205209 16.7706 0.0559661 21.8915 0.126965 20.9413 0.0323901 20.7379 0.0353689 20.5504 0.0442606 20.1795 0.105129 21.3712 0.0932025 20.4387 0.0195388 20.2223 0.0256668 20.0622 0.0324675 19.913 0.102649 0.398741 0.143799 0.186586 0.0740185 0.325795 -0.211051 0.0264738 -0.271153 0.0254618 -0.273718 0.0292125 -0.291888 0.0266881 -0.177212 0.0925902 0.474649 6.86733 91.7007 0.418069 7.07507 90.1735 0.442361 7.27338 90.9131 0.432345 7.27307 90.9259 0.436574 8.62636 90.9394 21.0395 0.0365373 17.559 0.0153078 nan 6.91367 19.1788 17.3486 23.8630840454 23.5426254345 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00849297 2.6773e-05 0 0.032367 0.00832 -1.0 -1.0 -1.0 -1.0 197.904 22.9155 37.5518 2606.28 8.757 163136 0 22.2843232667 243.418333524 119303 1 -1.0 -1.0 -1 NSA sdss 4 1.23766773666e+18 NSA 1237667783913832536 198.174169838 22.8298213652 3 GALAXY 1161153267503124 0 0 268435456 15.27 14.2338 13.7885 13.5678 13.4278 0.00954982 0.00232303 0.00233369 0.00247482 0.00547296 0.00954982 0.00232303 0.00233369 0.00247482 0.00547296 0.0817681 0.0601642 0.0436361 0.0330879 0.0234598 15.1741 14.1444 13.7202 13.4885 13.326 25.5527 31.1206 31.2313 31.3021 27.6332 1.11106 0.821137 0.778472 0.854209 0.827725 29.6684 1.22711 29.6609 0.411051 29.6745 0.267048 29.6641 0.47404 29.666 0.978328 0.554219 0.760994 0.757335 0.757722 0.63542 15.7225 0.00980997 14.4284 0.00238886 13.9843 0.00240853 13.7644 0.00257103 13.7124 0.0057352 18.9724 0.0340648 18.1774 0.0478961 18.3748 0.0205476 17.7906 0.0267045 17.5364 0.0330862 19.4322 0.0293183 18.3673 0.00962289 17.8939 0.00809517 17.678 0.00843607 17.5043 0.0144284 0.360374 0.468357 0.504596 0.522135 0.517426 -0.0291861 0.0463962 -0.0512759 0.0353793 -0.053296 0.0384783 -0.0538094 0.0396914 -0.0425405 0.0452575 0.522554 11.0597 48.0875 0.66215 13.1895 59.8276 0.630245 13.0474 59.0409 0.656924 11.4396 56.1563 0.611331 9.53038 49.699 18.6978 0.0112621 14.2671 0.0023868 nan 13.683 32.7126 14.0458 21.8401952486 21.7221382566 15.98 0.2 15.376 0.251 14.838 0.166 0.0084394 7.54645e-06 0 0.043182 0.021166 -1.0 -1.0 -1.0 -1.0 197.904 22.9155 37.5518 2606.28 8.757 163136 0 15.7931227744 172.513608838 119289 1 0.746670598437 0.93177551952 -1 NSA sdss 4 1.23766778391e+18 NSA 1237661972263141387 193.79261201 7.91785110827 3 GALAXY 1301856397168732 0 0 268435456 15.9004 15.0678 14.5952 14.4146 14.2541 0.0117242 0.00315045 0.00378979 0.00427735 0.0110884 0.0117242 0.00315045 0.00378979 0.00427735 0.0110884 0.203492 0.149727 0.108595 0.0823442 0.058383 15.3417 14.5021 14.0571 13.8326 13.7103 32.8861 30.4851 31.774 32.3351 29.2109 3.28933 1.00297 1.24966 1.02326 0.797629 19.9571 0.819482 29.6718 0.340292 29.6692 0.58511 29.6663 0.734827 29.6687 1.3932 0.86118 0.865651 0.912622 0.91043 0.880168 15.9016 0.011592 14.7783 0.00321728 14.3734 0.00390331 14.1331 0.00439292 14.0125 0.0114429 19.635 0.0440665 18.9509 0.019525 19.0668 0.0179801 18.8439 0.0182536 18.4104 0.0257044 19.4045 0.0229268 18.625 0.00647063 18.2281 0.00583739 18.0887 0.00712131 17.9053 0.0174445 1.0 0.775025 0.540842 0.496679 0.516719 0.0259339 -0.0171696 0.0692818 0.00984077 0.0594451 0.011101 0.0843506 0.0109538 0.0705651 0.00534529 0.830821 7.00285 113.935 0.719165 13.4938 166.637 0.751034 14.5476 164.139 0.70652 15.3731 166.235 0.723698 13.9992 164.368 19.0245 0.00817123 14.6833 0.00385102 nan 13.1991 29.1134 14.6012 22.4927502125 22.1993889935 16.314 0.196 14.899 9999.0 14.367 9999.0 0.00884125 5.89808e-06 0 0.127642 0.047566 -1.0 -1.0 -1.0 -1.0 193.762 8.06553 40.0239 2782.87 8.944 162580 0 9.04383836032 105.29259098 169959 1 -1.0 -1.0 -1 NSA sdss 4 1.23766197226e+18 NSA 1237661976551031005 193.837484187 8.21930199209 3 GALAXY 35253360132112 0 0 268435456 18.8367 17.7097 17.0278 17.1748 17.0202 0.0351222 0.00711841 0.00657559 0.00789319 0.0221841 0.0351222 0.00711841 0.00657559 0.00789319 0.0221841 0.167609 0.123325 0.0894459 0.0678241 0.0480881 18.7613 17.7163 17.2541 17.0661 16.9611 4.15337 4.95453 5.00798 5.05409 5.46842 0.470963 0.101962 0.104652 0.135816 0.428114 2.3838 0.484616 3.26641 0.138989 3.93569 0.144245 4.1693 0.140192 4.10634 0.552661 0.749983 0.80435 0.795449 0.763855 0.806979 18.9881 0.0365945 17.7218 0.00719733 17.1889 0.006702 16.9986 0.00804997 16.8379 0.0226387 19.9567 0.0414795 18.9854 0.0188144 18.6409 0.018238 18.4865 0.0182797 18.2749 0.0388082 20.1912 0.0450779 19.1449 0.00957139 18.7131 0.00892322 18.5109 0.0108561 18.3909 0.0280436 0.377845 0.419479 0.35145 0.284009 0.369546 -0.0588616 0.0577143 -0.0492632 0.0264641 -0.0553152 0.0345418 -0.0519652 0.0331688 -0.0442499 0.0542643 0.775923 1.58627 64.3218 0.829653 1.92726 78.9853 0.838266 2.01338 76.6712 0.80594 2.07259 75.9453 0.814408 2.03058 67.9569 19.4172 0.0118471 17.3436 0.00657559 nan 2.34006 5.86247 17.2779 20.858672074 21.1195301353 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00943543 5.72838e-06 0 0.035728 0.025584 -1.0 -1.0 -1.0 -1.0 193.762 8.06553 40.0239 2782.87 8.944 162580 0 10.2581712045 119.430381744 77221 1 0.681128419161 0.879368770712 -1 NSA sdss 4 1.23766197655e+18 NSA 1237661972799881336 193.556579042 8.3577808181 3 GALAXY 105624251797520 0 0 268435456 17.1021 15.9339 15.4857 15.2447 15.1474 0.0413099 0.00554495 0.00693624 0.00684025 0.0173257 0.0413099 0.00554495 0.00693624 0.00684025 0.0173257 0.153269 0.112774 0.0817929 0.0620211 0.0439737 16.971 15.8366 15.3909 15.1434 15.0887 13.4391 13.5061 13.7935 13.6491 12.7224 1.33225 1.08229 1.04751 1.07626 1.04388 21.3224 3.00489 21.9088 0.409999 19.2971 0.359116 22.4459 0.553493 23.8227 1.29895 0.358879 0.350022 0.399949 0.365374 0.349911 17.1417 0.0414621 15.9743 0.00554162 15.4727 0.00693624 15.2207 0.00681981 15.1825 0.0172507 20.716 0.0657354 19.487 0.0195385 19.3073 0.0172836 18.938 0.0184227 18.672 0.0340239 20.2561 0.0515959 19.0467 0.00936335 18.5532 0.00846919 18.3171 0.00904702 18.1776 0.0241778 0.0 0.0 0.0 0.0 0.0 0.36534 -0.0124652 0.383911 -0.0200034 0.364835 -0.0296313 0.353992 -0.0276453 0.355924 -0.0372712 0.399577 8.62759 174.914 0.390902 8.62506 172.88 0.365256 9.00231 174.075 0.399985 8.70405 172.197 0.383373 8.35994 171.464 19.3728 0.0121662 15.4727 0.00693624 nan 6.27123 13.928 15.4522 22.2399395889 21.4344422317 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00963251 1.50735e-05 0 0.042512 0.019385 -1.0 -1.0 -1.0 -1.0 193.762 8.06553 40.0239 2782.87 8.944 162580 0 21.3957621507 249.098137064 77202 1 0.591503282197 0.748908023058 -1 NSA sdss 4 1.2376619728e+18 NSA 1237661972262944906 193.358416186 8.03555517632 3 GALAXY 35253360132112 0 0 268435456 17.8824 16.74 16.2182 16.0357 15.9289 0.0245205 0.00476855 0.00456631 0.00521511 0.0119052 0.0245205 0.00476855 0.00456631 0.00521511 0.0119052 0.1449 0.106616 0.0773267 0.0586345 0.0415726 17.8894 16.7462 16.2908 16.0687 15.9361 6.33778 7.43165 7.9529 7.99591 8.23301 1.30293 0.0898602 0.0677484 0.111469 0.257864 6.71545 0.602235 6.37332 0.0977287 7.13553 0.125702 7.93312 0.192893 8.4957 0.414276 0.772429 0.939408 0.951089 0.949998 0.951168 17.9918 0.0251475 16.7768 0.00488119 16.2378 0.00470527 15.9736 0.00540305 15.8204 0.0123617 20.2435 0.0426001 19.115 0.0269448 18.9638 0.0218166 18.7958 0.0183959 18.4011 0.0257524 19.8112 0.0329143 18.701 0.00712297 18.2506 0.00633704 18.0333 0.00731209 17.8922 0.0164601 0.273771 0.222036 0.227186 0.218304 0.17791 0.0510484 0.0224147 0.00191977 0.0226387 0.00882303 0.00857616 3.93366e-05 0.012838 0.00264601 0.00288695 0.811044 2.74394 15.5619 0.925924 2.92441 44.74 0.96134 3.04128 39.3351 0.979082 3.05646 38.3181 0.986711 3.08217 139.292 19.0119 0.00881276 16.3682 0.00456631 nan 3.36563 8.29433 16.2836 20.7789036547 20.9143903319 16.232 0.187 15.964 0.253 15.195 0.218 0.00964616 8.94234e-06 0 0.043687 0.022211 -1.0 -1.0 -1.0 -1.0 193.762 8.06553 40.0239 2782.87 8.944 162580 0 24.0430137886 279.918039012 77212 1 0.593699599588 0.752192233584 -1 NSA sdss 4 1.23766197226e+18 NSA 1237659326017831104 216.147606853 56.2493956883 3 GALAXY 105622104309776 0 0 268435456 17.4996 16.6462 16.3539 16.2105 16.136 0.0226923 0.00497573 0.00544019 0.00686894 0.0447467 0.0226923 0.00497573 0.00544019 0.00686894 0.0447467 0.0770506 0.0566931 0.0411186 0.031179 0.0221063 17.6037 16.7304 16.4042 16.2713 16.2355 9.7395 9.33903 9.9259 9.9832 9.775 1.13578 0.363605 0.390072 0.328954 0.708363 12.6401 1.03296 12.6093 0.204281 15.3486 0.301379 17.5544 0.518366 13.3209 2.1283 0.443024 0.505113 0.529781 0.519607 0.615309 17.6134 0.0232927 16.7977 0.00505998 16.4151 0.00551335 16.2664 0.00686191 16.2666 0.0574015 20.0556 0.0458511 19.456 0.0205206 19.3225 0.024039 19.488 0.0230399 19.3843 0.0746961 19.8917 0.039653 19.1269 0.00971014 18.8923 0.0100071 18.7888 0.0124084 18.7582 0.0491601 0.311788 0.0914965 0.0407091 0.000692415 0.0 0.00261216 0.147055 0.00753681 0.140894 -0.0205513 0.124233 -0.0355233 0.113715 -0.0252544 0.135585 0.441978 4.8896 63.9444 0.508324 5.1813 70.2934 0.528308 5.55503 73.2749 0.532422 5.74449 77.0511 0.559399 5.38614 75.4057 19.6784 0.0136647 16.4453 0.00544019 nan 4.50291 10.5265 16.4193 22.1642256128 21.6822507802 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0058687 5.02279e-06 0 0.034267 0.033344 -1.0 -1.0 -1.0 -1.0 216.639 56.5827 31.8474 1979.0 8.459 164995 0 25.8057412157 239.06299657 45221 1 0.694096907264 0.890871064006 -1 NSA sdss 4 1.23765932602e+18 NSA 1237659326017896459 216.362007305 56.3202828666 3 GALAXY 1161121054724444 0 0 268435456 15.2459 14.2299 13.7622 13.5322 13.4173 0.0235045 0.00492543 0.00554376 0.00745688 0.014864 0.0235045 0.00492543 0.00554376 0.00745688 0.014864 0.0844194 0.062115 0.045051 0.0341608 0.0242204 16.2718 14.963 14.5905 14.3701 14.1722 258.362 61.7237 58.9444 57.3478 47.6378 -1000.0 1.94854 1.19112 2.92288 5.60214 29.6638 3.31071 29.6536 0.846607 29.6601 0.927339 29.6618 0.902167 29.6598 1.43061 0.474685 0.543129 0.541823 0.557991 0.461836 16.3064 0.0233938 14.9637 0.00502205 14.6412 0.00563854 14.3878 0.00758541 14.6231 0.0145375 20.8628 0.0782807 19.7637 0.0524974 19.5302 0.0537997 19.4088 0.0559912 19.0133 0.0612402 20.3947 0.0558938 19.2831 0.0360314 18.8361 0.0358927 18.6094 0.0360246 18.4881 0.039085 0.0 0.435486 0.48407 0.494476 0.53985 0.35515 -0.0200637 0.296327 -0.00834677 0.303712 -0.00910443 0.289586 -0.00882671 0.250847 -0.0127989 0.327961 31.422 26.8251 0.339951 33.8416 201.298 0.400001 27.3187 200.465 0.409642 27.4292 200.315 0.272771 16.7728 200.752 19.6513 0.0491064 14.6356 0.00554376 nan 26.3848 66.2645 14.2301 23.8133421876 23.3323268514 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00629269 1.31045e-05 0 0.037232 0.013619 -1.0 -1.0 -1.0 -1.0 216.639 56.5827 31.8474 1979.0 8.459 164995 0 18.2348344873 168.927318784 45219 1 0.883103508727 0.994683257919 -1 NSA sdss 4 1.23765932602e+18 NSA 1237659326554767647 216.92859987 56.6589781315 3 GALAXY 35253360136208 0 0 268435456 17.9502 16.62 15.9138 15.5828 15.4313 0.0307897 0.00517208 0.00466242 0.00580663 0.0126184 0.0307897 0.00517208 0.00466242 0.00580663 0.0126184 0.0924681 0.0680371 0.0493462 0.0374177 0.0265296 17.8782 16.535 15.9091 15.5931 15.3999 12.7242 11.3348 10.3383 10.1052 8.71599 2.39727 2.16639 2.09861 1.96007 1.64571 25.5144 2.80663 19.1799 0.314275 15.3441 0.242354 15.3479 0.258981 17.7079 0.955385 0.176022 0.214785 0.240004 0.257965 0.204068 17.7934 0.0313442 16.5375 0.0051813 15.948 0.00468276 15.6148 0.00585429 15.4642 0.0143887 20.6881 0.0666359 19.4069 0.0205251 18.8968 0.028649 18.6619 0.0168135 18.2002 0.0320073 20.4141 0.051579 19.0627 0.00928891 18.3481 0.00700496 18.0211 0.00769387 17.7906 0.0174345 0.0984645 0.0208066 0.0301995 0.0531251 0.0404975 0.474047 -0.00954773 0.44628 -0.000397325 0.451347 -0.00442455 0.443565 -0.0103011 0.469621 -0.00535157 0.183833 9.02335 207.233 0.230343 8.02533 206.853 0.236296 7.28454 206.82 0.24338 7.18714 206.705 0.234568 6.72067 206.838 19.1186 0.00979521 15.9585 0.00466242 nan 4.60599 11.8649 15.9649 22.265912711 21.2769789149 15.325 9999.0 14.643 9999.0 15.434 0.179 0.00677299 1.65416e-05 0 0.037869 0.019389 -1.0 -1.0 -1.0 -1.0 216.639 56.5827 31.8474 1979.0 8.459 164995 0 10.5973709981 98.1742406005 45256 1 0.593732168627 0.752192233584 -1 NSA sdss 4 1.23765932655e+18 NSA 1237659326554832995 216.926514219 56.5960561907 3 GALAXY 35253360136464 0 0 268435456 18.4461 17.0879 16.5271 16.2287 16.1793 0.0555445 0.00773926 0.00697421 0.00876624 0.0275519 0.0555445 0.00773926 0.00697421 0.00876624 0.0275519 0.10061 0.0740278 0.0536912 0.0407124 0.0288656 18.8171 17.4031 16.9067 16.6573 16.5833 27.9167 10.9442 10.3748 9.01427 7.8771 -1000.0 0.452209 0.233876 0.21935 0.474453 18.4223 4.50662 11.291 0.384544 12.3187 0.370461 11.4282 0.456469 10.4088 1.1773 0.727011 0.752977 0.750009 0.761208 0.750015 17.9085 0.0520198 17.2349 0.00795758 16.7321 0.00723497 16.5512 0.00913465 16.6093 0.0284391 21.1627 0.0937116 19.8091 0.0228727 19.5189 0.0253685 19.3188 0.0209484 19.2126 0.0525909 21.0294 0.0693553 19.6948 0.0120805 19.2294 0.0107106 18.9599 0.0153873 18.8505 0.0392328 1.0 0.372636 0.331741 0.325659 0.23348 -0.0248562 -0.101937 -0.0787051 -0.00129214 -0.0866814 -0.00917928 -0.076962 -0.0136674 -0.0955235 -0.0447427 0.711518 6.74057 152.637 0.751799 4.82174 132.647 0.755633 4.71108 129.106 0.791346 4.21538 131.691 0.755354 3.97865 132.964 19.9373 0.0132293 16.9604 0.00697421 nan 4.55437 10.4574 16.9007 22.3214737377 22.1883024732 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00651285 5.69679e-05 0 0.056886 0.031609 -1.0 -1.0 -1.0 -1.0 216.639 56.5827 31.8474 1979.0 8.459 164995 0 9.53258218139 88.3100440361 45257 1 0.000495953532305 0.000102259950143 -1 NSA sdss 4 1.23765932655e+18 NSA 1237662698115433445 248.16342684 19.792207594 3 GALAXY 68988043520 0 0 268435456 21.9272 20.7542 20.4952 21.0372 20.1334 0.337207 0.0595209 0.0632088 0.172284 0.226826 0.337207 0.0595209 0.0632088 0.172284 0.226826 0.319494 0.23508 0.1705 0.129285 0.0916646 21.6077 20.5191 20.3247 20.9079 20.0418 2.47683 2.53433 2.73037 2.96995 11.3065 2.32464 0.247054 0.468995 -1000.0 -1000.0 1.36901 3.37194 2.98911 1.09826 2.57976 1.08891 1.09917 1.22612 4.61122 7.06543 0.05 0.286305 0.593586 0.709626 0.201978 22.3717 0.274758 21.1237 0.0837607 20.6654 0.0684319 22.0797 0.170996 19.9567 0.314474 23.1138 0.290078 22.2433 0.0715595 22.0843 0.0774982 22.5434 0.169221 21.6142 0.240339 22.8765 0.266649 21.9373 0.0734351 21.7503 0.0870193 22.1554 0.196553 21.3419 0.293773 0.0 0.00588068 0.571528 0.0 1.0 -0.211595 0.463231 0.179063 0.0192751 0.153765 0.084652 0.122622 0.146394 0.0269623 0.169794 0.05 1.4164 107.149 0.396039 1.5701 37.7569 0.657768 1.20396 37.1019 0.999862 0.319924 75.496 0.21524 2.78156 41.6863 22.3825 0.10407 20.944 0.0656707 nan 1.38253 4.08204 20.8234 23.3425458071 23.5222017793 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.007471 -1.0 -1 0.039585 0.044217 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 4.77720374104 47.6920241181 -1 1 1.90240535148e-06 0.0 -1 MMT /Spectra/Final/MMT/spHect-2013.0508.zlog 4 300.0 MMT 1237662698115432783 248.152079686 19.8102591366 3 GALAXY 35255507620112 0 0 268435456 19.0546 18.1465 17.7914 17.4775 17.4055 0.0773064 0.0153358 0.0324549 0.0447302 0.0495881 0.0773064 0.0153358 0.0324549 0.0447302 0.0495881 0.321538 0.236585 0.171591 0.130112 0.0922513 18.733 17.91 17.6199 17.3473 17.3133 27.9232 13.26 11.3084 13.663 12.5394 -1000.0 1.56712 1.13767 1.24345 0.93737 29.6684 10.0073 29.6659 2.38082 20.0567 2.13676 20.5013 3.19524 29.6724 2.74852 0.300101 0.339056 0.250093 0.426776 0.39382 18.9129 0.0858178 17.9843 0.015207 17.7914 0.0324549 17.4134 0.0438632 17.0337 0.0480685 22.349 0.151786 21.5928 0.0463609 21.4042 0.0473423 21.3677 0.0656774 20.9306 0.136512 21.7786 0.108005 21.003 0.0322103 20.6449 0.0350855 20.446 0.0446029 20.4499 0.0978158 0.0 0.0 0.0 0.0 0.0 -0.101475 -0.087617 -0.161841 -0.0574748 -0.155894 -0.0680441 -0.144072 -0.0446031 -0.11951 -0.0761048 0.314416 9.88051 153.814 0.33923 9.70399 152.274 0.345074 8.2159 154.02 0.439105 8.21484 152.819 0.399924 10.6261 154.092 21.4225 0.0482299 17.7914 0.0324549 nan 5.00132 9.54644 17.9565 24.3601194323 23.4474214826 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.007628 -1.0 -1 0.090768 0.024933 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 3.79902294828 37.9266042086 -1 1 0.226787081991 0.184495391841 -1 MMT /Spectra/Final/MMT/spHect-2014.0524_2.zlog 4 277.0 MMT 1237662224092364842 247.877387573 20.0936248407 3 GALAXY 105622104314128 0 0 268435456 18.4211 17.4923 17.175 16.9614 17.2141 0.0612094 0.0123969 0.0146603 0.0203313 0.0885459 0.0612094 0.0123969 0.0146603 0.0203313 0.0885459 0.334959 0.246459 0.178753 0.135543 0.0961016 18.0861 17.2459 16.9963 16.8259 17.118 2.96909 17.8568 27.9154 17.2416 15.2482 -1000.0 1.79072 -1000.0 0.788306 15.1016 29.664 2.66948 29.6632 0.756037 29.662 1.64767 29.6613 2.28189 29.6581 12.8597 0.300907 0.390314 0.416011 0.525979 0.323685 18.4004 0.0610326 17.5077 0.0123912 17.175 0.0146603 16.8574 0.0201531 17.2245 0.0885079 22.0529 0.146454 21.6277 0.0429321 21.5693 0.0543466 21.7516 0.102399 21.1052 0.18694 21.9593 0.132235 21.1691 0.0329312 20.931 0.0479699 20.8766 0.0690983 20.679 0.21903 0.0 0.0 0.0 0.0 0.068081 -0.714633 0.0796629 -0.513179 0.0187286 -0.521572 0.00783503 -0.446478 0.0142803 -0.674835 0.0471937 0.200001 17.9843 119.433 0.261381 15.8768 123.823 0.265846 15.9824 125.106 0.352486 15.4539 127.245 0.250031 15.8766 118.722 21.6809 0.0641757 17.175 0.0146603 nan 8.25063 15.0494 17.3796 25.1886963988 23.9575303748 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008288 6.53467e-06 0 0.079961 0.09424 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 19.9202150755 198.867458571 -1 1 0.964214738663 1.0 -1 MMT /Spectra/Final/MMT/spHect-2013.0510_5.zlog 4 120.0 MMT 1237662224092496776 248.195368592 19.8670126788 3 GALAXY 281692140995328 0 0 268435456 20.1782 19.039 18.7417 18.5248 18.5186 0.113563 0.0297564 0.0592249 0.104794 0.109641 0.113563 0.0297564 0.0592249 0.104794 0.109641 0.342584 0.25207 0.182822 0.138629 0.0982894 19.8357 18.7869 18.5589 18.3862 18.4203 18.0217 7.54995 11.3072 6.83061 10.334 -1000.0 0.325394 -1000.0 0.367595 10.2352 23.3424 12.9877 11.3891 1.41266 12.3211 2.87446 6.37491 2.27289 12.3216 6.23607 0.414964 0.661828 0.500035 0.93329 0.994926 19.6529 0.129527 18.9434 0.0295811 18.7417 0.0592249 18.4936 0.123962 18.3358 0.126201 22.5768 0.207017 21.8703 0.0531562 21.9215 0.0704263 21.7306 0.0910289 21.5864 0.279894 22.112 0.189613 21.0959 0.0359665 20.7875 0.0414972 20.5884 0.0553344 20.47 0.182447 0.16889 0.0 0.0 0.0 0.0 0.375722 0.0462939 0.161216 -0.0166673 0.175791 -0.0197048 0.0768385 -0.0118422 0.0191785 -0.00310534 0.450055 5.69095 204.184 0.689143 4.02619 212.41 0.7082 3.51102 210.173 0.845678 3.4113 208.247 0.792416 3.93522 214.988 21.604 0.0588265 18.7417 0.0592249 nan 3.09963 5.80399 18.7214 23.4642938115 23.1734135002 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00824 -1.0 -1 0.041919 0.019328 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 6.58348326206 65.7245469675 -1 1 0.0581460774033 0.0425335975879 -1 MMT /Spectra/Final/MMT/spHect-2014.0524_1.zlog 3 194.0 MMT 1237662698115432544 248.051339587 19.6957396993 3 GALAXY 35253360136208 0 0 268435456 18.39 17.2268 16.7923 16.5862 16.4482 0.0361621 0.00689268 0.00642301 0.00810959 0.0214018 0.0361621 0.00689268 0.00642301 0.00810959 0.0214018 0.282299 0.207713 0.150651 0.114234 0.0809933 18.1078 17.0191 16.6417 16.472 16.3672 11.1511 10.1407 11.1996 10.6336 11.1857 1.1568 0.868418 0.975513 0.652731 0.790883 18.6393 3.31978 20.0065 0.511471 24.4883 0.577931 24.7002 0.755514 26.3428 2.38606 0.323826 0.349996 0.366897 0.380471 0.35856 18.3972 0.0373924 17.2697 0.00700105 16.7715 0.00649422 16.5852 0.0081082 16.4373 0.0213948 21.2325 0.0713356 20.2848 0.0214501 20.144 0.0220527 20.0908 0.0267829 19.7956 0.0555509 20.8726 0.0668245 19.836 0.0141702 19.5035 0.0138868 19.3394 0.0156301 19.1838 0.0463774 0.21793 0.0569599 0.0214208 0.0 0.0 0.324528 -0.0615758 0.34314 -0.0256334 0.308859 -0.0192973 0.298457 -0.0143887 0.263823 -0.0136436 0.358003 6.31581 205.237 0.375317 6.86973 208.969 0.390081 7.52481 207.947 0.404861 7.41172 208.301 0.411529 7.41452 208.519 20.2686 0.0191559 16.7923 0.00642302 nan 5.16195 12.366 16.8133 23.1702759032 22.3727912602 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008224 -1.0 -1 0.021226 0.008567 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 8.0940897869 80.8052814659 -1 1 0.525459360418 0.593463738663 -1 MMT /Spectra/Final/MMT/spHect-2013.0510_5.zlog 4 251.0 MMT 1237662662147703369 248.58079685 19.7200349023 3 GALAXY 72163216142237968 0 0 268435456 22.769 19.855 19.4478 18.6953 20.7014 1.57506 0.121909 0.0646117 0.0518438 1.10676 1.57506 0.121909 0.0646117 0.0518438 1.10676 0.342449 0.251971 0.18275 0.138574 0.0982506 22.4266 19.6031 19.2651 18.5567 20.6031 2.96976 2.96972 2.9699 9.07924 18.0202 -1000.0 -1000.0 -1000.0 0.480341 -1000.0 0.000602435 2.02706 10.7123 4.77749 15.3465 4.57391 23.8227 5.12076 29.5932 0.000678259 0.0818159 0.449944 0.506143 0.439117 0.149984 23.2295 0.583118 19.9258 0.133498 19.4479 0.0656473 18.5346 0.051177 19.4919 2.20492 22.9095 0.363325 22.8167 0.131705 22.499 0.239732 22.0783 0.213364 22.4871 0.654032 23.4872 0.798793 21.97 0.0888195 21.473 0.134704 21.1046 0.151605 21.8694 0.803027 1.0 0.0 0.0 0.0 0.611217 -0.923901 0.222587 -0.0198017 0.00904723 0.00187803 0.0229546 -0.03303 0.0385256 -0.481807 -0.414128 0.05 0.00759311 140.894 0.599996 4.45402 129.152 0.569894 5.29264 122.189 0.493846 6.59374 128.142 0.0999805 35.4536 146.599 22.294 0.187989 19.4479 0.0656473 nan 3.21934 5.31272 19.7877 25.0616777745 24.3219776243 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008178 -1.0 -1 0.157162 0.103385 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 28.6019909932 285.537653364 -1 1 5.27906038404e-05 0.0 -1 MMT /Spectra/Final/MMT/spHect-2013.0509_3.zlog 4 242.0 MMT 1237662662147310256 247.825892241 20.2108787761 3 GALAXY 144150441435988240 0 0 268435456 18.5302 17.4866 17.0808 16.7995 16.7162 0.0637883 0.0134011 0.0175635 0.0264901 0.0705378 0.0637883 0.0134011 0.0175635 0.0264901 0.0705378 0.32604 0.239897 0.173994 0.131934 0.0935429 18.5602 17.5652 17.1926 16.9752 16.8771 10.3517 11.6391 12.2614 13.1801 43.7708 2.39014 0.665512 0.583794 0.710174 -1000.0 16.6588 4.25039 19.0591 1.08395 20.5064 1.16405 25.5917 2.15249 29.6736 4.52562 0.313447 0.400056 0.507904 0.468319 0.444598 19.0871 0.0634775 17.8979 0.0132651 17.3582 0.0176442 16.8987 0.0276153 16.5376 0.0846964 21.7942 0.117902 21.214 0.0354882 21.0707 0.0388833 20.8715 0.0517485 20.6095 0.133947 21.4815 0.113573 20.5265 0.0205777 20.2309 0.0253003 20.0298 0.0308139 19.7508 0.0993126 0.138685 0.0 0.0123652 0.190607 0.308288 0.345641 -0.0737061 0.225695 -0.0343325 0.164382 -0.0240769 0.138398 -0.0266203 0.171156 -0.0638738 0.382305 5.91328 205.337 0.42063 7.02308 194.047 0.515083 7.37528 191.959 0.513112 8.16828 186.545 0.42548 9.44492 193.497 21.0348 0.0356667 17.3666 0.0175635 nan 5.67808 12.3314 17.3673 23.7008958229 23.1337744376 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008145 4.25059e-07 0 0.045394 0.015723 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 27.3638674437 273.177560754 147082 1 0.327522019465 0.285968047301 -1 AAT /Spectra/Final/AAT/Odyssey_1.zlog 4 232.0 AAT 1237662662147571761 248.393225697 19.9461400824 3 GALAXY 35221147877392 0 0 268435456 17.2713 16.2777 15.8096 15.6313 15.421 0.0138057 0.00351746 0.0032581 0.00380921 0.00915628 0.0138057 0.00351746 0.0032581 0.00380921 0.00915628 0.337488 0.248321 0.180103 0.136566 0.0968273 16.8768 15.9042 15.4673 15.3237 15.1465 5.0196 6.0576 6.43384 6.5614 6.45146 0.463876 0.228561 0.183038 0.173252 0.192427 3.9141 0.259694 4.28204 0.0452493 5.06069 0.0695218 5.41447 0.0686793 6.37333 0.229363 0.549982 0.730983 0.769428 0.797376 0.736579 17.5592 0.0137314 16.3763 0.0035553 15.8051 0.00330137 15.6027 0.00387001 15.356 0.00943835 19.2782 0.0238842 18.4317 0.0200707 18.1497 0.0128241 18.1508 0.0158701 17.8719 0.022275 19.0021 0.0193606 17.9999 0.00663679 17.5609 0.00659977 17.3907 0.00604423 17.1737 0.0125517 0.642943 0.562627 0.501951 0.453728 0.468208 -0.0671512 0.155682 -0.0472502 0.103902 -0.0411469 0.0896721 -0.0296909 0.073277 -0.0376632 0.0742117 0.576737 2.15384 88.8657 0.682035 2.59826 89.7951 0.713795 2.86715 90.4864 0.734169 2.81693 91.0498 0.72742 2.52935 91.1484 18.279 0.00874504 15.9911 0.00326786 nan 2.85375 7.86262 15.8763 20.2738440396 20.1488039442 15.698 0.128 15.075 0.153 14.752 0.119 0.008172 5.23156e-06 0 0.023084 0.01586 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 18.7117533384 186.803268321 68553 1 0.615210919586 0.788394266896 -1 MMT /Spectra/Final/MMT/spHect-2013.0510_5.zlog 4 179.0 MMT 1237662224092299404 247.84002995 20.1840758135 3 GALAXY 105553418387472 0 0 268435456 15.3276 14.1278 13.4728 13.1338 12.8465 0.149566 0.0533453 0.0591594 0.152787 0.204625 0.149566 0.0533453 0.0591594 0.152787 0.204625 0.325711 0.239655 0.173818 0.131801 0.0934483 21.3629 21.0668 20.9231 21.7007 20.691 1.03902 1.09234 1.01523 0.95932 1.0109 0.142708 0.304254 0.121949 0.132924 0.239727 0.161604 1.2061 0.161739 0.207761 0.243348 0.311363 0.240208 0.593892 0.243854 1.29622 0.099355 0.0999971 0.0998729 0.098764 0.0990847 21.7085 0.274485 21.3411 0.136173 21.097 0.0805963 21.8372 0.167169 20.7723 0.350916 21.7438 0.231724 21.4381 0.164097 21.2931 0.201783 22.0491 0.473376 20.9749 0.35304 20.1594 0.0745482 19.2168 0.0335725 18.6293 0.0305352 18.3377 0.0294007 17.958 0.0391027 0.0 0.0 0.0 0.0 0.0 -0.0704102 0.112537 -0.0352527 0.0303944 -0.0236143 0.0711803 -0.0191234 0.0489327 0.0530379 0.154301 0.115559 0.262029 90.0359 0.13272 0.248605 80.7212 0.0994679 0.323958 84.8148 0.0977078 0.318274 90.5193 0.0831614 0.344568 82.457 19.4696 0.0441674 21.097 0.0805963 nan 0.525616 0.995122 21.2268 20.6448591601 21.8256213673 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00855347 -1.0 0 0.097628 0.099663 -1.0 -1.0 -1.0 -1.0 248.087 19.8264 34.3199 2375.0 8.65 147100 0 Odyssey 25.5804231974 255.373511506 68560 1 0.00712607684346 0.00253258270426 -1 NSA sdss 4 1.23766222409e+18 NSA 1237671142021071358 179.280050382 6.67546219322 3 GALAXY 35289867354456 0 0 268435456 18.368 17.4062 16.9894 16.8298 16.8871 0.0385426 0.014962 0.0178155 0.0232054 0.0337202 0.0385426 0.014962 0.0178155 0.0232054 0.0337202 0.0623478 0.0458749 0.0332723 0.0252294 0.017888 18.4038 17.3787 16.9993 16.8366 16.8338 106.756 14.901 14.4482 13.5336 14.5654 -1000.0 1.00663 1.07548 1.10874 1.16881 29.6751 6.54285 26.25 1.43274 23.8712 1.27054 26.0285 2.04038 29.6783 3.87441 0.450104 0.360136 0.349969 0.377263 0.397534 18.1341 0.0391261 17.4104 0.0149799 17.0326 0.0178155 16.8647 0.0230517 16.7223 0.0340734 22.0192 0.107549 21.6601 0.0424832 21.0004 0.0367738 21.2826 0.0531029 21.395 0.127068 21.4623 0.0940371 20.6084 0.0223455 20.1731 0.023082 20.0563 0.0291314 19.9805 0.0744952 0.143095 0.0 0.0 0.0 0.0 -0.0309384 -0.0341444 -0.0902777 -0.0798603 -0.055781 -0.0816464 -0.0491985 -0.0876778 -0.00463223 -0.0799588 0.317069 12.8935 67.4435 0.358318 10.077 64.9471 0.323617 10.2343 65.6865 0.389062 9.4202 68.1995 0.309537 11.7254 69.0369 20.9846 0.0327574 17.0326 0.0178155 nan 6.34674 13.8062 17.1045 24.0783031187 23.1127307403 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00835992 6.08808e-06 0 0.017915 0.01673 -1.0 -1.0 -1.0 -1.0 178.989 6.74927 35.9663 2497.0 8.752 140458 0 17.9034115146 187.307734324 67073 1 5.64474263592e-05 1.85939272234e-06 -1 NSA sdss 4 1.23767114202e+18 NSA 1237661970646106199 179.010357714 6.6779104295 3 GALAXY 35287721185624 262144 0 268435456 16.8274 15.4964 15.0031 14.7264 14.5643 0.0240874 0.00375822 0.00371863 0.00409418 0.0129145 0.0240874 0.00375822 0.00371863 0.00409418 0.0129145 0.0708341 0.052119 0.0378011 0.0286634 0.0203227 17.1865 15.7356 15.3095 15.0546 14.9151 43.7634 16.5886 15.0688 16.1269 14.6889 -1000.0 1.19094 0.962974 1.12415 0.969384 29.6663 3.23266 29.6662 0.518618 29.6671 0.393059 29.6614 0.608775 29.6701 0.815067 0.279104 0.306622 0.307738 0.327615 0.299837 17.012 0.0249016 15.6801 0.00384636 15.3325 0.00374623 14.9826 0.0041575 14.9253 0.0129862 20.6538 0.0549276 19.3445 0.0228183 19.1504 0.0222307 18.9998 0.0265495 18.9119 0.0397376 20.17 0.0383251 18.8721 0.00804225 18.4337 0.0100051 18.2086 0.0125682 18.0316 0.0247736 0.28659 0.106856 0.0216659 0.066331 0.0153338 0.0002405 -0.13296 0.0105377 -0.132484 -0.00610633 -0.127513 0.00165464 -0.117001 -0.00532914 -0.12982 0.249979 11.4572 134.093 0.278736 11.0724 135.658 0.293533 10.4666 134.325 0.284317 11.2911 135.269 0.291347 10.4981 134.936 19.2303 0.0138051 15.3473 0.00371863 nan 6.88999 15.3727 15.3248 22.4417833733 21.5112943844 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0083517 2.48227e-05 0 0.045325 0.022845 -1.0 -1.0 -1.0 -1.0 178.989 6.74927 35.9663 2497.0 8.752 140458 0 4.46207375806 46.6829726106 67071 1 0.623745052227 0.813074247267 -1 NSA sdss 4 1.23766197065e+18 NSA 1237662475310793166 255.505162484 23.1633940992 3 GALAXY 1161153266978832 0 0 268435456 17.3443 16.3323 16.0612 15.9363 15.8082 0.0292444 0.00552656 0.00827372 0.0106795 0.0386058 0.0292444 0.00552656 0.00827372 0.0106795 0.0386058 0.263573 0.193934 0.140657 0.106656 0.0756206 17.3924 16.4189 16.2165 16.1768 16.0436 13.1465 15.0411 15.2707 15.276 15.9459 0.698052 0.481785 0.371993 0.449135 0.681266 16.6129 2.0184 23.5328 0.586548 22.3332 0.733962 24.853 0.947565 24.516 3.17063 0.850861 0.733071 0.707123 0.689606 0.750112 17.7059 0.0300162 16.6189 0.00559566 16.3572 0.00827372 16.2727 0.010675 16.0549 0.0384999 20.55 0.0640996 19.9795 0.0226624 19.9832 0.0255817 20.0402 0.0520032 19.9366 0.0862699 20.6608 0.0584329 19.8147 0.0156837 19.5955 0.020194 19.5728 0.0382596 19.428 0.0638613 0.148187 0.025849 0.0 0.0 0.0 -0.0351905 -0.0129245 -0.0590516 -0.00348208 -0.0673706 -0.0118189 -0.0769632 -0.0193724 -0.0606114 -0.00616206 0.85529 5.9681 173.681 0.73153 7.46128 160.533 0.71764 7.86115 163.875 0.686533 8.21593 163.776 0.734974 8.45106 171.53 20.4053 0.0285778 16.3572 0.00827372 nan 6.84718 15.1498 16.3557 22.8300409917 22.5286689962 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0100003 6.0368e-06 0 0.025538 0.013482 -1.0 -1.0 -1.0 -1.0 255.21 23.011 39.4152 2790.0 8.972 147606 0 18.6868287301 214.251227236 69838 1 0.698608903085 0.891414542267 -1 NSA sdss 4 1.23766247531e+18 NSA 1237662475310858580 255.579502633 23.0765136287 3 GALAXY 35287719874576 0 0 268435456 17.1894 16.2965 15.9783 15.8279 15.6986 0.0136264 0.00362933 0.00359028 0.00463933 0.0108823 0.0136264 0.00362933 0.00359028 0.00463933 0.0108823 0.284627 0.209426 0.151893 0.115176 0.0816611 17.0558 16.2274 15.9359 15.8182 15.707 6.18777 6.4478 7.29401 7.73851 7.53343 0.287294 0.285126 0.316981 0.330869 0.489033 6.88698 0.389749 6.59637 0.0787323 8.04702 0.094275 9.17233 0.179903 10.0952 0.41516 0.57457 0.586305 0.614059 0.593817 0.575925 17.3618 0.0138399 16.4219 0.00367189 15.9988 0.00366681 15.8188 0.00476043 15.7061 0.0111587 19.1923 0.0271917 18.415 0.0142642 18.3354 0.0125789 18.275 0.0155977 18.1155 0.0272546 19.1926 0.0228533 18.3352 0.00523018 18.0438 0.00549677 17.9121 0.00611383 17.7725 0.0181434 0.168299 0.169978 0.196334 0.170805 0.109989 0.0476494 -0.0989618 0.0667496 -0.105793 0.0587184 -0.0968241 0.0550476 -0.100738 0.0513132 -0.0845529 0.60195 3.31771 192.033 0.589582 3.57279 192.002 0.613716 3.78854 191.569 0.620725 3.87927 189.813 0.610916 3.8234 192.084 18.8037 0.00767348 16.0878 0.00359028 nan 3.42364 9.01884 16.033 20.9755624232 20.7009033769 15.502 9999.0 15.962 0.207 14.613 9999.0 0.00970845 -1.0 0 0.018622 0.011854 -1.0 -1.0 -1.0 -1.0 255.21 23.011 39.4152 2790.0 8.972 147606 0 20.775074434 238.193440143 69757 1 0.653646424368 0.849116416751 -1 NSA sdss 4 1.23766247531e+18 NSA 1237662301379035170 255.1878771 23.0439876547 3 GALAXY 52811186966620 0 0 268435456 15.7195 14.5096 14.046 13.7897 13.5681 0.00830895 0.00228132 0.00214997 0.00222854 0.00381498 0.00830895 0.00228132 0.00214997 0.00222854 0.00381498 0.327496 0.240968 0.17477 0.132523 0.0939604 15.9527 14.6364 14.1644 13.9467 13.7931 10.3848 11.5079 12.3097 12.6415 11.2518 0.248991 0.233065 0.270575 0.228998 0.154245 8.44103 0.234885 9.09532 0.0690914 9.95992 0.0547604 11.6725 0.094754 13.5992 0.192132 0.614693 0.823503 0.871131 0.84624 0.720404 16.053 0.00768852 14.7875 0.00228077 14.2576 0.00216821 13.9441 0.00225908 13.7435 0.00392664 18.3708 0.0193408 17.5572 0.011546 17.3308 0.0146578 17.3213 0.022347 16.8989 0.0189383 18.3221 0.0133524 17.2784 0.00350457 16.9047 0.00552614 16.6881 0.0084844 16.4747 0.00761698 1.0 0.513317 0.427059 0.411539 0.3853 -0.148789 0.0289198 -0.115737 0.0191864 -0.11286 0.0183795 -0.113239 0.0216835 -0.121002 0.0224958 0.611746 4.69527 128.893 0.778429 5.90448 125.7 0.820084 5.97896 126.026 0.815511 6.08686 126.196 0.719848 5.78726 128.021 17.6206 0.00681357 14.3392 0.00214997 nan 5.96182 14.8213 14.2657 20.2177284407 20.1380179111 14.37 0.073 13.293 9999.0 13.095 9999.0 0.00911611 1.43468e-05 0 0.036801 0.019019 -1.0 -1.0 -1.0 -1.0 255.21 23.011 39.4152 2790.0 8.972 147606 0 2.32720075949 26.6823249313 69842 1 0.622462665554 0.798252217681 -1 NSA sdss 4 1.23766230138e+18 NSA 1237662301378969689 255.060781986 23.1063379321 3 GALAXY 1161118908551184 262144 0 268435456 15.3819 14.727 14.3896 14.3545 14.3635 0.00831247 0.00320975 0.00300176 0.00353558 0.0160722 0.00831247 0.00320975 0.00300176 0.00353558 0.0160722 0.37931 0.279093 0.202421 0.15349 0.108826 15.6838 14.9699 14.6698 14.6437 14.6638 30.6385 32.5342 31.2772 30.8005 23.4005 6.66993 5.42659 5.24313 2.92116 13.4557 29.2025 0.965268 29.6717 0.431381 29.6705 0.557132 29.6751 0.542817 29.6751 2.32922 0.204353 0.231016 0.236818 0.240739 0.168018 15.6888 0.0080616 15.0583 0.00323212 14.7313 0.00303892 14.6528 0.00357142 14.7014 0.0164357 19.2194 0.0284421 18.8806 0.0610114 18.6516 0.181707 18.8559 0.187633 18.5358 1.11392 18.9932 0.0195467 18.4272 0.047575 18.0801 0.142808 18.1235 0.135748 17.9493 0.85054 0.771334 0.407727 0.378198 0.194365 0.218228 0.431465 -0.133634 0.390576 -0.0895767 0.376987 -0.082352 0.435916 -0.0704527 0.422118 -0.0927111 0.174662 11.6767 208.467 0.166132 16.7928 205.192 0.175836 15.4288 205.964 0.169921 17.3717 205.071 0.180601 15.3572 204.795 18.8505 0.180447 14.8723 0.00300176 nan 12.6748 31.0768 14.5978 22.8093625334 22.1079274742 15.187 9999.0 15.829 0.168 14.265 9999.0 0.00988965 -1.0 0 0.278068 0.147547 -1.0 -1.0 -1.0 -1.0 255.21 23.011 39.4152 2790.0 8.972 147606 0 10.0369241595 115.077356615 167176 1 0.965741960618 1.0 -1 NSA sdss 4 1.23766230138e+18 NSA 1237662301379166288 255.373501644 22.7311338608 3 GALAXY 246325234241552 262144 0 268435456 19.7215 17.8057 17.3801 17.14 16.9361 0.0891167 0.00860414 0.00817423 0.00968864 0.0269241 0.0891167 0.00860414 0.00817423 0.00968864 0.0269241 0.258264 0.190028 0.137824 0.104508 0.0740975 19.4632 17.6157 17.2423 17.0355 16.862 3.96091 7.43506 7.22171 7.12263 5.16749 0.333871 0.526402 0.411948 0.422003 0.386975 5.01156 2.44266 12.9007 0.405118 13.1334 0.419067 10.7783 0.426129 6.6881 0.72129 0.249969 0.387322 0.449952 0.44978 0.49729 21.5816 0.114256 17.7924 0.00859333 17.2838 0.0084483 17.0989 0.009993 17.1187 0.0268029 21.6943 14.9445 20.3918 0.126536 20.016 0.217275 19.6192 0.26382 19.097 0.0558527 20.8284 7.42883 19.7122 0.0845661 19.2208 0.144026 18.9384 0.192313 18.6739 0.0412288 0.0 0.0 0.119638 0.190641 0.148448 0.174623 -0.459444 0.115082 -0.197459 0.111426 -0.175635 0.106281 -0.173993 0.111884 -0.159632 0.999828 0.129883 115.822 0.408006 4.99592 195.908 0.456267 4.67258 195.921 0.473519 4.18932 195.331 0.523496 3.31276 193.88 20.0046 0.191508 17.3801 0.00817423 nan 3.56649 8.21376 17.369 22.7233502637 22.1256572141 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0094071 4.00109e-06 0 0.045249 0.016992 -1.0 -1.0 -1.0 -1.0 255.21 23.011 39.4152 2790.0 8.972 147606 0 19.0701516748 218.646118342 -1 1 0.670267856503 0.878459679803 -1 SDSS SDSS 4 1.23766230138e+18 SDSS 1237667211057758351 162.816110258 27.8489705993 3 GALAXY 1161153266978864 0 0 268435456 16.2672 14.8964 14.1995 13.8219 13.5142 0.0286959 0.00371959 0.0042688 0.0052664 0.0133538 0.0286959 0.00371959 0.0042688 0.0052664 0.0133538 0.121648 0.0895078 0.0649185 0.0492257 0.0349017 16.363 14.9641 14.288 13.942 13.7034 26.0178 29.8875 28.723 26.9992 23.3029 4.39654 5.18538 5.95591 4.48084 4.02994 29.6743 1.84534 29.6778 0.176131 29.676 0.206408 29.6694 0.608696 29.6759 0.92696 0.387004 0.411077 0.37053 0.322257 0.326881 16.4115 0.0287227 14.9813 0.00371214 14.3531 0.00429833 13.9809 0.00530921 13.7638 0.0134136 21.2689 0.0746955 19.5316 0.0179129 19.0491 0.0206601 18.7869 0.020518 18.2865 0.0313298 20.6568 0.0548061 19.1625 0.00876381 18.3771 0.00691782 17.9466 0.00709347 17.5922 0.0185548 0.0 0.00111855 0.0550051 0.0819547 0.0993908 0.502098 -0.00139152 0.447775 0.00861592 0.441459 0.011701 0.434871 0.0133878 0.4644 0.0191328 0.216466 22.3647 -8.53322 0.21845 21.583 -7.71349 0.206425 20.0768 -6.57042 0.2 20.3917 -6.15863 0.220004 17.1578 -4.47718 19.1945 0.00969416 14.3529 0.0042688 nan 12.0345 28.9708 14.3476 22.8618180623 21.7451445645 14.376 9999.0 13.664 9999.0 14.257 0.118 0.00396761 -1.0 0 0.042365 0.020904 -1.0 -1.0 -1.0 -1.0 162.818 27.9751 24.2202 1414.0 7.972 138201 0 7.57934435496 53.3992465602 108151 1 0.767269897207 0.952631394479 -1 NSA sdss 4 1.23766721106e+18 NSA 1237667211057758423 162.904734277 27.822117387 3 GALAXY 193583034536208 0 0 268435456 17.3245 16.0045 15.3904 15.0719 14.9696 0.0581317 0.0069476 0.0068599 0.00928095 0.0356899 0.0581317 0.0069476 0.0068599 0.00928095 0.0356899 0.106058 0.0780366 0.0565986 0.042917 0.0304287 18.193 16.6403 16.0417 15.7953 15.6972 2.97038 20.2606 19.862 19.1875 17.7397 -1000.0 0.327016 0.303082 0.318668 1.04841 29.6788 2.68707 29.6761 0.718508 29.6765 0.452922 29.6747 0.610361 29.6763 2.45866 0.679998 0.880507 0.894915 0.897748 0.830332 18.2831 0.0608556 16.6242 0.0071425 16.0163 0.00705737 15.7172 0.00968915 15.702 0.037644 22.0071 0.159354 20.465 0.0232894 19.9263 0.0249461 19.7028 0.0271146 19.5296 0.0746254 21.7928 0.126735 20.3646 0.0193783 19.7424 0.0151542 19.4332 0.0191513 19.3349 0.0863844 0.295627 0.113514 0.112593 0.209733 0.223104 -0.0962404 -0.0196806 -0.0186757 -0.00355111 -0.0177104 -0.00874115 -0.0207489 -0.00197474 -0.0223857 -0.0276401 0.633956 9.49174 103.622 0.752015 11.5211 123.79 0.768225 11.2546 119.716 0.783969 10.7204 120.091 0.767205 9.42595 119.858 20.4296 0.0180814 16.0983 0.0068599 nan 9.33189 17.9512 16.19 23.3504015977 23.0353431728 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00443204 7.25932e-05 0 0.052391 0.042036 -1.0 -1.0 -1.0 -1.0 162.818 27.9751 24.2202 1414.0 7.972 138201 0 10.2670930863 72.3353681566 108060 1 0.472060061128 0.502344731411 -1 NSA sdss 4 1.23766721106e+18 NSA 1237667254007234870 162.705990064 28.0587029336 3 GALAXY 105624251797592 0 0 268435456 18.8431 18.0808 17.7175 17.6194 17.5135 0.0628451 0.0137598 0.018277 0.0244721 0.0835414 0.0628451 0.0137598 0.018277 0.0244721 0.0835414 0.112293 0.0826245 0.0599262 0.0454402 0.0322177 18.6239 17.76 17.5034 17.4651 17.4315 11.0465 11.2214 11.3971 11.2882 9.03082 1.29149 0.362228 0.388329 0.398061 8.90212 19.8498 4.71326 27.3047 1.66897 29.682 0.850337 29.6726 2.71433 29.6721 3.59742 0.657884 0.560804 0.631638 0.580405 0.55972 18.8845 0.0736947 17.8943 0.0137166 17.5633 0.018277 17.4862 0.0244488 17.5011 0.0852991 21.7045 0.116877 21.2575 0.0499344 21.4302 0.0624258 21.3766 0.0939687 21.2343 0.234995 21.5972 0.101653 21.0672 0.033035 20.7498 0.0410185 20.728 0.0573921 20.5451 0.165248 0.0149811 0.0 0.0 0.0 0.0 0.123592 -0.0209935 0.136079 -0.0207675 0.101832 -0.0245503 0.115547 0.00559582 0.0939757 -0.0358464 0.656705 6.09691 142.087 0.621964 7.13438 148.676 0.699998 7.16325 153.282 0.626401 7.78165 150.464 0.688934 6.96975 148.639 21.5967 0.059655 17.5633 0.018277 nan 5.50596 10.904 17.6751 23.8342944119 23.3746864274 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00510277 -1.0 0 0.031505 0.023268 -1.0 -1.0 -1.0 -1.0 162.818 27.9751 24.2202 1414.0 7.972 138201 0 7.77011591911 54.7432995784 108120 1 9.04687289663e-06 0.0 -1 NSA sdss 4 1.23766725401e+18 NSA 1237667254007300182 162.849821529 28.1120278164 3 GALAXY 35255507619856 0 0 268435456 14.7763 13.313 12.5719 12.1972 11.9417 0.00583412 0.00178717 0.00167083 0.00168678 0.00250831 0.00583412 0.00178717 0.00167083 0.00168678 0.00250831 0.0998578 0.0734744 0.0532898 0.040408 0.0286498 14.9905 13.4265 12.768 12.4231 12.2292 27.8699 28.7432 29.1928 28.8824 24.0422 1.36651 1.09708 1.26493 1.16773 0.922267 23.819 0.560743 18.6375 0.122952 20.5904 0.0995222 20.6098 0.102038 19.4938 0.147614 0.593588 0.645965 0.643316 0.636898 0.599955 15.0996 0.00592223 13.6205 0.00181172 12.8632 0.00169464 12.5203 0.00171251 12.3927 0.00253624 18.5808 0.0251495 16.8193 0.0402013 16.4736 0.0237504 16.173 0.0326293 15.9169 0.0226105 18.4935 0.0132107 16.8588 0.00245752 16.2286 0.00195326 15.8918 0.00187181 15.6241 0.00402605 0.814846 0.765729 0.805098 0.800982 0.831526 -0.185475 -0.0156403 -0.185752 -0.0125416 -0.182039 -0.0145074 -0.180279 -0.0167296 -0.197892 -0.0179058 0.552384 11.1511 93.1595 0.584756 12.0326 87.2407 0.535804 13.7446 86.6778 0.577732 11.8426 88.7743 0.564303 9.27689 93.9588 16.9714 0.00266245 13.0559 0.00180198 nan 12.8743 34.3703 12.9378 20.74206257 20.4818289191 13.668 0.073 12.937 0.086 12.744 0.066 0.00420516 -1.0 0 0.060906 0.029369 -1.0 -1.0 -1.0 -1.0 162.818 27.9751 24.2202 1414.0 7.972 138201 0 8.38611890605 59.0832569191 108155 1 0.731447420509 0.921963141366 -1 NSA sdss 4 1.23766725401e+18 NSA 1237667254007103520 162.303384997 27.922597647 3 GALAXY 1301925115335000 262144 0 268435456 15.7398 14.7659 14.3973 14.2036 14.1415 0.00984129 0.00300457 0.00324717 0.014473 0.0399317 0.00984129 0.00300457 0.00324717 0.014473 0.0399317 0.0951969 0.0700449 0.0508024 0.0385219 0.0273125 15.4694 14.4421 14.0856 14.0213 14.0569 34.3442 38.1846 68.3158 36.6344 29.8123 8.24293 22.3627 -1000.0 20.1827 16.7572 29.6752 0.50682 29.6735 0.127407 29.6747 0.185801 29.6735 2.11019 29.6667 5.53194 0.351243 0.415956 0.398213 0.406707 0.345976 15.7901 0.0100623 14.535 0.00300612 14.1364 0.00324717 14.1324 0.014554 14.2282 0.0388516 20.121 0.0395117 19.7023 0.342563 19.5318 0.748493 19.541 0.40937 19.2099 0.740438 20.2252 0.037957 19.5744 0.324017 19.294 0.655109 19.334 0.300201 19.1627 0.579962 0.177241 0.0 0.0 0.125526 0.16115 0.983109 8.4071e-05 0.60367 -0.00543946 0.623409 -0.00431887 0.649234 -0.0057931 0.995189 -0.0106116 0.228073 30.6987 166.986 0.202683 37.1529 166.615 0.201084 38.2449 166.452 0.179801 31.9894 166.861 0.199944 26.5021 166.834 20.0735 0.8362 14.1364 0.00324717 nan 15.6587 34.8794 14.462 24.0447421069 22.4312741145 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0047693 5.45618e-06 0 0.033548 0.03632 -1.0 -1.0 -1.0 -1.0 162.818 27.9751 24.2202 1414.0 7.972 138201 0 27.4599648011 193.463571126 108114 1 0.811063370266 0.966691119438 -1 NSA sdss 4 1.23766725401e+18 NSA 1237667253470494855 163.059035323 27.6233367484 3 GALAXY 35255507620112 0 0 268435456 18.0928 16.9422 16.4497 16.1666 16.0927 0.0340888 0.00643687 0.00679658 0.00914034 0.0245224 0.0340888 0.00643687 0.00679658 0.00914034 0.0245224 0.090771 0.0667884 0.0484405 0.036731 0.0260427 18.3236 17.1831 16.7257 16.4871 16.4016 43.777 11.1443 11.019 11.4351 8.89481 -1000.0 0.301192 0.250652 0.376077 0.567187 10.8688 1.54925 10.618 0.259916 12.3247 0.294932 13.4383 0.470827 12.2372 1.59743 0.846352 0.968019 0.939444 0.94999 0.8846 17.9066 0.0330266 17.1224 0.00669575 16.6411 0.00705501 16.3905 0.009455 16.4946 0.0244955 20.5793 0.0552028 19.7626 0.0221723 19.5888 0.0275843 19.5191 0.0352145 19.1473 0.0527479 20.6865 0.0569489 19.6302 0.0119892 19.25 0.0115528 19.0831 0.0142227 18.9994 0.047501 0.956662 0.284401 0.179138 0.116885 0.0 -0.0523468 -0.00551715 -0.00945264 0.00327622 -0.00949727 0.0015748 -0.0147504 -0.000200721 -0.0599021 0.0174534 0.788307 3.75152 68.905 0.990062 3.98191 62.4144 0.937147 4.52876 72.6082 0.957961 4.68347 63.3242 0.928267 4.28567 61.701 20.0355 0.0158343 16.7741 0.00679658 nan 5.01541 12.4889 16.6944 22.0494717756 22.1913483105 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00528026 -1.0 0 0.054052 0.026168 -1.0 -1.0 -1.0 -1.0 162.818 27.9751 24.2202 1414.0 7.972 138201 0 24.6780141627 173.864261983 108152 1 0.226067948375 0.184495391841 -1 NSA sdss 4 1.23766725347e+18 NSA 1237667536925032681 130.611942997 14.4258881655 3 GALAXY 52845546176528 0 0 268435456 18.3728 17.7095 17.3954 17.3196 17.1804 0.0397928 0.00943062 0.0101226 0.0135346 0.0450065 0.0397928 0.00943062 0.0101226 0.0135346 0.0450065 0.126673 0.0932045 0.0675997 0.0512588 0.0363431 18.1796 17.4358 17.1542 17.0648 17.0196 5.07073 8.40734 9.57689 9.34848 8.28067 0.735275 0.55529 0.415262 0.472784 1.78123 2.87421 0.566402 6.16562 0.293147 9.30803 0.418368 10.6897 0.598796 11.5235 2.49341 0.620642 0.548519 0.515852 0.544585 0.429247 18.9993 0.039773 17.8312 0.0094026 17.3883 0.0104078 17.2148 0.0140442 17.2761 0.046842 20.2653 0.0468162 19.8827 0.0175114 19.762 0.0231439 19.9133 0.0297803 19.8406 0.0750883 20.3614 0.0488294 19.7503 0.0127943 19.5794 0.0135208 19.5135 0.0221938 19.4407 0.0691161 1.0 0.928506 0.653807 0.553214 0.401005 -0.0593742 -0.10358 -0.0186842 -0.0923972 -0.00788253 -0.0955948 -0.0374013 -0.0821145 -0.0950949 -0.145532 0.68809 1.52475 114.197 0.600378 2.84347 111.616 0.549975 3.72779 111.727 0.595769 3.83415 109.738 0.494658 3.94938 106.74 20.2942 0.0177572 17.7958 0.0102848 nan 3.86613 9.57853 17.6099 22.648525226 22.5417642471 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00684658 3.80409e-06 0 0.017673 0.01515 -1.0 -1.0 -1.0 -1.0 130.666 14.2856 32.7765 2060.0 8.649 135440 0 8.98653209119 85.6801717133 109888 1 0.657223459941 0.860468325936 -1 NSA sdss 4 1.23766753693e+18 NSA 1237667731808845858 130.700889417 14.2652497454 3 GALAXY 35287721185296 262144 0 268435456 15.7471 14.7773 14.2656 14.1543 13.8876 0.00726017 0.00245838 0.00233308 0.00260588 0.00437309 0.00726017 0.00245838 0.00233308 0.00260588 0.00437309 0.136105 0.100145 0.0726335 0.0550758 0.0390494 15.611 14.6772 14.193 14.0992 13.8486 28.8848 25.7755 21.0124 19.095 18.8249 12.4127 4.39865 3.91442 3.15374 3.05215 10.4918 0.271181 22.4425 0.226829 18.3938 0.184756 19.5598 0.159476 23.8235 0.373474 0.287048 0.252366 0.25739 0.253928 0.249868 16.0385 0.0071555 14.643 0.00245148 14.2956 0.00235013 14.2268 0.00264875 13.8795 0.00448104 18.0371 0.0159804 17.4477 0.0130462 17.2145 0.017837 17.3281 0.0196706 16.9908 0.0188575 18.0882 0.0100704 17.5253 0.0034283 17.0084 0.00282312 17.0146 0.00400552 16.7833 0.00849387 1.0 1.0 0.881491 0.636962 0.588998 -0.155232 -0.109006 -0.182981 -0.0796449 -0.197418 -0.0924726 -0.203467 -0.103656 -0.198845 -0.102961 0.258904 8.46535 105.391 0.211144 14.1863 103.754 0.218728 11.4672 104.353 0.249941 10.0024 103.986 0.247525 9.88427 104.471 17.6858 0.00363624 14.5492 0.00246797 nan 9.16539 25.3587 14.3769 21.8419191109 21.1830750791 15.116 0.121 14.551 0.182 14.37 0.131 0.00709339 6.45012e-06 0 0.130353 0.100629 -1.0 -1.0 -1.0 -1.0 130.666 14.2856 32.7765 2060.0 8.649 135440 0 2.36782692928 22.5755642826 -1 1 0.684720799949 0.887748097188 -1 SDSS SDSS 4 1.23766773181e+18 SDSS 1237661874021072953 207.096719393 43.7086510615 3 GALAXY 1161118907240536 0 0 268435456 16.133 15.409 15.0855 14.9971 14.8943 0.0116669 0.00395787 0.00575216 0.00593703 0.0141416 0.0116669 0.00395787 0.00575216 0.00593703 0.0141416 0.0817166 0.0601263 0.0436086 0.0330671 0.023445 15.8963 15.1089 14.7632 14.6155 14.4632 12.0848 16.3157 20.525 20.7549 21.4121 2.32755 0.331835 0.415649 0.262645 1.2231 10.908 0.464633 15.2162 0.234394 19.3286 0.283432 22.3544 0.443425 25.6472 1.17238 0.518751 0.697032 0.756441 0.750071 0.757004 16.4909 0.0111979 15.4555 0.00399993 14.9941 0.0058961 14.8462 0.00605631 14.6487 0.0145801 19.1135 0.047338 18.7268 0.01904 18.98 0.0193743 18.9082 0.0196832 18.7509 0.0297827 19.0162 0.0193226 18.4814 0.00564274 18.2747 0.00589492 18.308 0.00772736 18.2148 0.0208772 1.0 0.674637 0.538894 0.358246 0.31877 -0.182857 -0.0144836 -0.148251 -0.00558731 -0.128566 -0.00346272 -0.115913 0.00242916 -0.117645 0.00563309 0.474162 4.46809 108.82 0.685799 7.27597 103.08 0.76207 9.45421 97.2853 0.739953 9.35324 97.5334 0.731611 8.95243 98.1059 19.094 0.00845647 15.2639 0.00584626 nan 8.88099 25.64 15.0987 22.1374968208 21.8364685296 16.504 0.164 15.886 0.183 15.056 9999.0 0.00762431 5.90883e-06 0 0.025882 0.017723 -1.0 -1.0 -1.0 -1.0 206.599 43.8724 35.8043 2409.0 8.886 143856 0 23.7189724091 247.032292539 54614 1 -1.0 -1.0 -1 NSA sdss 4 1.23766187402e+18 NSA 1237657610727915668 174.462550762 56.1419973787 3 GALAXY 1301858543079768 0 0 268435456 15.5892 14.8767 14.63 14.5448 14.4425 0.0118348 0.00360377 0.00375623 0.00541449 0.0167577 0.0118348 0.00360377 0.00375623 0.00541449 0.0167577 0.0766138 0.0563717 0.0408854 0.0310022 0.0219809 16.2727 15.4678 15.1835 15.1912 15.075 18.83 25.5498 43.7778 22.3137 21.7539 1.30624 1.35855 -1000.0 0.931825 0.89595 27.158 1.39015 29.6823 0.32054 29.673 1.03316 29.6735 0.781697 29.674 3.91488 0.356697 0.526558 0.540114 0.620048 0.406045 16.1693 0.0114606 15.4697 0.00362301 15.2087 0.00378517 15.134 0.00543052 15.1548 0.0169334 19.0228 0.0387614 19.2488 0.0209572 19.3014 0.0229394 19.3269 0.0292917 18.9504 0.0520025 20.2449 0.0457986 19.5257 0.016287 19.2362 0.0149569 19.247 0.0184199 19.0487 0.0487434 0.785003 0.0572218 0.0525247 0.0272494 0.0922411 0.0348516 -0.207828 -0.0513429 0.372195 0.033455 -0.0847486 0.0565492 -0.0751458 -0.872604 0.0919982 0.385936 9.67859 139.691 0.358316 16.4692 138.606 0.397186 15.4545 135.784 0.393307 16.7045 135.09 0.396743 14.1446 137.285 20.0195 0.0207674 15.2244 0.00375623 nan 10.3206 21.1318 15.2734 23.1651312872 22.3373650268 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00751842 -1.0 0 0.032262 0.026177 -1.0 -1.0 -1.0 -1.0 174.843 56.2707 37.5788 2391.17 9.032 160302 0 14.8662408502 162.505788738 139942 1 0.928295334896 1.0 -1 NSA sdss 4 1.23765761073e+18 NSA 1237679996084617517 335.97997618 -3.27054858631 3 GALAXY 35253360136208 0 0 268435456 18.0722 16.7761 16.1176 15.7984 15.5278 0.0319183 0.00560385 0.00556567 0.00720208 0.0162931 0.0319183 0.00560385 0.00556567 0.00720208 0.0162931 0.38982 0.286826 0.20803 0.157743 0.111842 17.6824 16.4893 15.9096 15.6406 15.416 8.77722 9.55545 10.0355 10.0405 9.34256 0.69777 0.965088 1.02297 0.943868 0.700754 16.9633 2.38275 17.9139 0.408571 17.4071 0.383287 17.1563 0.465679 19.6993 1.10534 0.325858 0.299958 0.343914 0.349915 0.326825 18.1324 0.0318615 16.7877 0.00559458 16.1176 0.00556567 15.8009 0.00720039 15.5395 0.0162904 20.6494 0.0673888 19.5726 0.0198295 19.3233 0.0175721 19.1628 0.0224865 18.7236 0.0378534 20.4828 0.0611485 19.2907 0.0103299 18.6677 0.00930057 18.3571 0.00959109 18.0977 0.0265974 0.0 0.0 0.0 0.0 0.0 0.228284 0.146689 0.193066 0.152995 0.189136 0.153573 0.180822 0.152672 0.191898 0.141564 0.334823 6.34871 30.6269 0.31675 6.76321 31.6429 0.342891 6.7639 31.3008 0.348525 6.71773 31.8533 0.348171 6.65854 30.7537 19.4674 0.013178 16.1176 0.00556567 nan 4.5408 10.2699 16.1368 22.2640420858 21.4178880947 16.262 0.181 14.656 9999.0 14.092 9999.0 0.009592 -1.0 -1 0.022585 0.018572 -1.0 -1.0 -1.0 -1.0 335.913 -3.43167 39.1759 2828.0 9.131 149781 0 OBrother 10.4666191628 119.275391561 -1 1 0.460594315315 0.49953724478 -1 AAT /Spectra/Final/AAT/OBrother_1.zlog 4 294.0 AAT 1237680066954330699 335.953849494 -3.70119481833 3 GALAXY 2416187539712 0 0 268435456 20.9076 19.8552 19.6137 19.5017 19.6485 0.266706 0.0402099 0.0531935 0.0743656 0.305885 0.266706 0.0402099 0.0531935 0.0743656 0.305885 0.323618 0.238115 0.172701 0.130954 0.0928478 20.584 19.6171 19.441 19.3707 19.5556 11.3114 5.72792 5.91189 6.46398 4.10081 -1000.0 0.358941 0.716817 6.31466 4.0043 21.587 32.9674 9.89484 1.74671 11.2983 3.15061 12.3245 4.39676 12.3387 17.9068 0.300153 0.495558 0.444156 0.515727 0.160027 20.6329 0.260776 19.8427 0.0401766 19.6137 0.0614257 19.3635 0.0939437 19.5577 0.328489 22.7402 0.450355 21.6825 0.0663518 21.6661 0.0894565 21.5052 0.122922 21.5431 0.434509 22.9341 0.505396 21.7079 0.0671694 21.4394 0.0835186 21.3801 0.128503 21.5995 0.51849 0.0 0.0 0.0 0.0 0.0 0.164441 -0.257937 0.265311 0.1305 0.260081 0.125287 0.178229 0.0724077 0.0458143 0.080209 0.446701 4.83752 20.6192 0.555322 3.42731 20.3386 0.502423 3.50926 18.5939 0.53693 3.91745 22.0509 0.653712 3.41157 182.405 22.2111 0.113029 19.6137 0.0614257 nan 2.63738 4.91178 19.6958 24.3351928552 23.7971284289 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.009574 -1.0 -1 0.047159 0.052996 -1.0 -1.0 -1.0 -1.0 335.913 -3.43167 39.1759 2828.0 9.131 149781 0 OBrother 16.3554594917 186.382962752 -1 1 0.00310051405046 0.000798435480002 -1 AAT /Spectra/Final/AAT/OBrother_1.zlog 4 60.0 AAT 1237674459880882681 145.234531834 5.04491110503 3 GALAXY 105589892059480 0 0 268435456 17.4276 16.6558 16.3507 16.1471 16.1142 0.039141 0.00868602 0.0134194 0.0114604 0.0328068 0.039141 0.00868602 0.0134194 0.0114604 0.0328068 0.281802 0.207347 0.150385 0.114033 0.0808506 17.9556 16.971 16.7569 16.5633 16.5344 27.9292 12.9039 13.4069 13.1344 12.9078 -1000.0 0.391008 0.516555 0.40052 1.16834 29.6751 5.40641 29.6675 1.27701 25.078 1.17904 29.666 1.5921 29.6685 5.2048 0.948585 0.696328 0.716997 0.623286 0.74088 18.0999 0.0389528 17.169 0.00868208 16.9073 0.0134194 16.6271 0.0114347 16.5162 0.0327107 21.646 0.127796 20.6929 0.0322428 20.5953 0.032493 20.4665 0.0410575 20.1496 0.10407 21.3551 0.111396 20.4247 0.022458 20.123 0.0237403 19.9667 0.0286187 19.8979 0.0886751 0.0 0.0 0.0 0.0 0.0 -0.0498423 0.0474416 -0.0558545 0.0535669 -0.0748296 0.0499027 -0.0936794 0.0407595 -0.0573235 0.061852 0.85792 7.60847 41.7239 0.72923 7.26875 31.7357 0.72784 7.21122 37.1007 0.657691 8.10246 38.9833 0.69995 8.21473 37.1268 20.9864 0.0349299 16.9073 0.0134194 nan 5.78575 12.5392 16.9434 23.192791329 22.7506110301 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00621795 -1.0 0 0.051751 0.013832 -1.0 -1.0 -1.0 -1.0 145.225 5.16581 30.9924 1966.0 8.646 157374 0 7.2656556912 65.5021893167 39963 1 -1.0 -1.0 -1 NSA sdss 4 1.23767445988e+18 NSA 1237654602635018399 145.088082817 4.73510076361 3 GALAXY 20042733453824 0 0 268435456 18.5789 17.753 17.497 17.409 17.4199 0.0406567 0.00899332 0.0101972 0.0136232 0.0483219 0.0406567 0.00899332 0.0101972 0.0136232 0.0483219 0.229411 0.168799 0.122427 0.0928325 0.0658194 18.487 17.6466 17.4273 17.3464 17.402 13.6614 9.42233 9.00368 9.40123 8.47107 6.44921 0.701133 0.672407 0.516565 1.93816 13.3436 2.28773 15.3463 0.576308 15.6884 0.621948 19.1195 1.18992 19.9258 4.01408 0.408494 0.384265 0.40153 0.412559 0.35007 18.4115 0.0414522 17.7187 0.00925248 17.5095 0.010358 17.3795 0.0136038 17.3699 0.0480782 20.7956 0.0625561 20.1309 0.0205565 20.124 0.0258442 20.1135 0.0328999 20.0273 0.0976826 20.8517 0.0672759 20.0823 0.0166101 19.8732 0.0176034 19.8647 0.0271593 19.9173 0.0984095 0.603575 0.141101 0.0540146 0.0 0.0 0.200788 0.102678 0.151728 0.0980837 0.180143 0.0994264 0.130983 0.103321 0.171687 0.0525595 0.429662 4.87523 18.3508 0.408995 5.77038 22.5971 0.421746 5.7114 22.5099 0.446919 5.92869 24.2948 0.393489 6.59327 26.7474 20.6135 0.0224873 17.5497 0.0101972 nan 4.03377 8.84595 17.6023 23.3288980482 22.6262892555 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00662856 4.464e-06 0 0.032305 0.037396 -1.0 -1.0 -1.0 -1.0 145.225 5.16581 30.9924 1966.0 8.646 157374 0 27.1083176936 244.387726737 17030 1 0.703408526234 0.906255186698 -1 NSA sdss 4 1.23765460264e+18 NSA 1237658298454311154 144.842964764 4.95243291028 3 GALAXY 35289867358224 0 0 268435456 16.9568 16.0177 15.6283 15.4279 15.3111 0.0115312 0.00330115 0.0031881 0.00346548 0.0081887 0.0115312 0.00330115 0.0031881 0.00346548 0.0081887 0.242699 0.178576 0.129518 0.0982095 0.0696318 16.8763 15.955 15.6352 15.4888 15.3785 8.82935 9.57638 9.21318 9.25927 7.84108 0.481631 0.461173 0.375455 0.474131 0.318437 8.1298 0.334506 8.59819 0.100073 9.54099 0.133131 9.89002 0.145093 9.88871 0.358944 0.710219 0.605663 0.575383 0.570163 0.554199 16.9585 0.0117008 16.0041 0.00336673 15.6234 0.00325742 15.4856 0.00356584 15.4544 0.00838044 19.0005 0.02727 18.04 0.0248619 17.7199 0.0556536 17.6978 0.0151589 17.7237 0.0221389 19.2077 0.0205036 18.2894 0.00534119 17.9485 0.00516548 17.7621 0.00525463 17.6198 0.0123125 0.409001 0.374342 0.318584 0.292647 0.148734 0.0633524 -0.0542545 -0.0167502 -0.0637378 -0.0327605 -0.0776105 -0.0401559 -0.0803707 -0.063052 -0.0975487 0.751982 3.6483 143.937 0.673885 4.09882 121.774 0.611599 4.51011 119.893 0.622319 4.18113 120.942 0.59889 4.01603 121.222 18.7178 0.00702058 15.7647 0.0031881 nan 4.10396 10.9589 15.7069 21.0310997302 20.7684003567 16.213 0.16 15.434 0.184 14.268 9999.0 0.00631331 5.1268e-06 0 0.020584 0.006686 -1.0 -1.0 -1.0 -1.0 145.225 5.16581 30.9924 1966.0 8.646 157374 0 26.1754621924 235.977984986 39964 1 0.575328490945 0.706973773618 -1 NSA sdss 4 1.23765829845e+18 NSA 1237667210522132486 165.99933727 27.9378146379 3 GALAXY 105622104313944 0 0 268435456 19.0002 18.0962 17.7141 17.5131 17.4472 0.0686672 0.0113325 0.0140455 0.0225792 0.0648663 0.0686672 0.0113325 0.0140455 0.0225792 0.0648663 0.144807 0.106548 0.0772772 0.058597 0.041546 19.2739 18.0908 17.7289 17.6171 17.3963 6.60385 10.4805 10.2843 9.95329 6.27047 0.303918 2.73088 2.43951 3.01369 1.02669 16.2424 4.73331 22.7143 1.26058 23.8195 1.52139 21.8264 2.18859 23.8253 6.5739 0.052805 0.123844 0.13319 0.156503 0.112341 19.6372 0.0672258 18.2111 0.0113276 17.8062 0.0140455 17.7329 0.02254 17.4756 0.0678199 21.6016 0.127884 20.6325 0.0294723 20.5168 0.0321491 20.5095 0.0516904 20.0652 0.127349 21.4198 0.101433 20.447 0.0209935 20.113 0.0263358 19.8949 0.0347933 19.8605 0.135838 0.0 0.0 0.0 0.0 0.0 0.402698 0.447836 0.309244 0.231848 0.287066 0.241898 0.284237 0.295975 0.225298 0.426767 0.110949 6.7109 20.6724 0.158348 7.99378 20.3704 0.167711 7.93981 20.8065 0.190153 7.02269 20.5889 0.179755 7.32524 21.8019 20.8721 0.0357257 17.8062 0.0140455 nan 4.44515 11.0043 17.8858 24.3006663821 23.1207276516 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00475072 9.67413e-06 0 0.022514 0.009434 -1.0 -1.0 -1.0 -1.0 165.797 27.9722 25.5536 1534.0 8.264 138642 0 10.9186884137 81.161105152 100609 1 0.525211746699 0.593463738663 -1 NSA sdss 4 1.23766721052e+18 NSA 1237667253471608906 166.012283813 28.0367913571 3 GALAXY 1161155414986772 0 0 268435456 13.9955 12.7282 12.0852 11.7308 11.5029 0.00419866 0.0018945 0.00167163 0.00166391 0.00203338 0.00419866 0.0018945 0.00167163 0.00166391 0.00203338 0.14489 0.106609 0.0773216 0.0586306 0.0415698 14.0441 12.7107 11.9871 11.6578 11.3906 25.0353 27.6958 28.6039 28.1679 27.5134 0.304072 0.447999 0.388556 0.355409 0.357309 29.6752 0.390502 29.6716 0.413751 29.6743 0.333231 29.6732 0.203362 29.6707 0.422975 0.89355 0.902611 0.886174 0.847417 0.845079 14.4123 0.00400938 13.0118 0.0019608 12.1674 0.00170446 11.81 0.00169063 11.5395 0.00207131 18.1948 0.0226183 16.6672 0.016218 16.0777 0.0240999 15.7969 0.0273054 15.5127 0.0223977 18.3879 0.0130309 16.7471 0.00240425 16.0521 0.00185411 15.6821 0.00169409 15.4095 0.00319042 0.0612503 0.597253 0.750478 0.830827 0.816902 0.0321054 -0.00496891 -0.0234834 0.00138828 0.0195932 -0.0109684 0.0218487 -0.0118027 0.0292731 -0.0120024 0.763206 16.4654 130.892 0.779867 11.7486 123.767 0.783646 13.1534 136.853 0.824405 11.8373 136.812 0.811403 11.574 134.637 16.7466 0.00245441 12.553 0.00173813 nan 13.2759 29.3342 12.5156 20.1436843268 20.126349309 13.153 0.043 12.587 0.052 12.33 0.046 0.00457482 6.97889e-06 0 0.12454 0.034378 -1.0 -1.0 -1.0 -1.0 165.797 27.9722 25.5536 1534.0 8.264 138642 0 12.0441062602 89.5265604575 159215 1 0.73832399424 0.92600235778 -1 NSA sdss 4 1.23766725347e+18 NSA 1237664669510402089 158.844694982 37.6716108682 3 GALAXY 1161153266978832 0 0 268435456 15.4949 14.7524 14.4979 14.4427 14.3479 0.00512904 0.00228815 0.00226863 0.0025975 0.00552382 0.00512904 0.00228815 0.00226863 0.0025975 0.00552382 0.106893 0.0786506 0.057044 0.0432547 0.0306681 15.5176 14.802 14.5161 14.4158 14.3286 8.02829 9.86412 11.0676 12.6693 12.2273 0.313633 0.495665 0.549493 0.635741 0.755117 10.0218 0.150902 11.8685 0.0881984 14.3708 0.106125 16.888 0.144003 19.1206 0.334404 0.602845 0.562355 0.563427 0.571719 0.555964 15.6673 0.0051148 14.8683 0.00231319 14.5138 0.00231118 14.3142 0.00266036 14.2559 0.00573352 17.9911 0.0222435 17.8405 0.0181862 17.6621 0.0206179 17.5958 0.0176076 17.5591 0.0219809 18.0991 0.0116459 17.4726 0.00331855 17.26 0.00322396 17.1949 0.00424048 17.0769 0.00965345 0.156131 0.187555 0.190758 0.186748 0.129223 -0.14683 0.0277896 -0.153571 0.0303792 -0.136138 0.0334028 -0.128592 0.0235097 -0.136218 0.025013 0.61296 4.89185 57.9906 0.572064 5.98491 54.2022 0.58339 6.39165 53.4011 0.562146 6.95421 53.9503 0.565261 6.51451 54.4404 18.0544 0.00455506 14.5731 0.00226863 nan 5.22906 14.4434 14.514 20.5966136587 20.1015386393 14.464 9999.0 14.638 0.122 13.606 9999.0 0.00567336 3.69952e-06 0 0.016071 0.010941 -1.0 -1.0 -1.0 -1.0 159.068 37.3247 26.7779 1567.51 8.376 158541 0 23.3747548797 182.073336817 88142 1 0.72685501191 0.920132632891 -1 NSA sdss 4 1.23766466951e+18 NSA 1237651754563534962 217.331575408 2.71056254304 3 GALAXY 35253360136208 0 0 268435456 18.1257 16.8225 16.1788 15.8709 15.6714 0.0428439 0.00693609 0.00542082 0.00605503 0.0187446 0.0428439 0.00693609 0.00542082 0.00605503 0.0187446 0.155648 0.114524 0.0830625 0.0629838 0.0446563 18.1216 16.7502 16.1266 15.8373 15.6916 11.3586 11.1396 11.3964 11.8953 10.3625 1.12889 0.199732 0.180586 0.247775 0.750816 15.6559 2.54575 15.3457 0.438391 15.5535 0.295462 16.6633 0.401053 15.3558 1.06069 0.765473 0.75794 0.829738 0.820393 0.799195 18.2632 0.0436586 16.85 0.00700913 16.1459 0.00556623 15.8147 0.00624872 15.7836 0.0205605 21.1011 0.0914251 19.8364 0.023976 19.2425 0.0212056 18.9138 0.0214542 18.8976 0.0434218 20.9424 0.0812671 19.544 0.012595 18.8892 0.0107143 18.6076 0.0116107 18.4232 0.0310543 0.0 0.0300455 0.0783444 0.0803916 0.00476313 -0.0792158 -0.00437541 -0.0583905 -0.0114343 -0.0505668 -0.00881169 -0.0396677 -0.0133954 -0.0361231 -0.0113756 0.802611 5.51067 126.813 0.784436 5.45184 112.135 0.80967 5.43028 111.931 0.808339 5.49296 112.668 0.811951 5.10654 116.074 19.684 0.0150929 16.2096 0.00542082 nan 5.19868 12.4122 16.1732 21.8791864977 21.7481367704 16.563 0.202 15.002 9999.0 14.959 9999.0 0.00600104 9.02522e-06 0 0.065325 0.033097 -1.0 -1.0 -1.0 -1.0 217.418 3.23331 24.9139 1622.0 8.241 165082 0 31.7902004364 230.385377215 15164 1 0.663657968105 0.861150508645 -1 NSA sdss 4 1.23765175456e+18 NSA 1237651821636550953 217.970758535 3.38004139202 3 GALAXY 123216437837840 0 0 268435456 18.6396 17.9913 17.663 17.4976 17.3524 0.0619141 0.0151717 0.0163819 0.0215855 0.0755113 0.0619141 0.0151717 0.0163819 0.0215855 0.0755113 0.146831 0.108037 0.0783574 0.059416 0.0421267 18.7764 18.1722 17.801 17.6793 17.528 6.04882 8.6966 9.17358 9.58891 9.51645 0.475891 0.38305 0.346888 0.48912 1.31787 5.49805 1.55859 9.53792 0.755014 14.2307 1.02356 17.6061 1.72959 25.825 8.26012 0.556563 0.585685 0.550767 0.531034 0.375834 18.9431 0.057845 18.2216 0.0154508 17.6834 0.0170771 17.6405 0.0215901 17.4578 0.0860119 20.4834 0.0684414 20.223 0.0283766 20.1966 0.0310576 20.4476 0.0481403 20.1387 0.153868 20.7358 0.0717247 20.3107 0.0233528 20.107 0.0255048 20.1125 0.0400106 19.9514 0.136959 1.0 0.392932 0.259175 0.00457115 0.0 -0.117176 0.0192165 -0.0998446 -0.0459651 -0.0754748 -0.0538675 -0.10194 -0.0432527 -0.166162 -0.193757 0.648258 2.83592 115.896 0.629306 4.04114 118.181 0.595013 5.08608 120.397 0.589151 5.59748 121.94 0.431827 6.60348 122.035 20.8215 0.0318789 17.8793 0.0163819 nan 4.46079 9.26586 17.8716 23.4066936153 23.1141130448 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00510138 5.85959e-06 0 0.132162 0.064347 -1.0 -1.0 -1.0 -1.0 217.418 3.23331 24.9139 1622.0 8.241 165082 0 34.2616031493 248.295200582 18026 1 0.00694972013059 0.00253258270426 -1 NSA sdss 4 1.23765182164e+18 NSA 1237651821099352200 217.266218915 3.14899055549 3 GALAXY 1161121054724184 0 0 268435456 15.9748 14.7858 14.2425 13.9561 13.7679 0.0142237 0.00335525 0.00578727 0.00878745 0.00970806 0.0142237 0.00335525 0.00578727 0.00878745 0.00970806 0.153634 0.113042 0.0819877 0.0621688 0.0440784 15.99 14.8348 14.2493 13.9986 13.8451 24.9701 29.5653 30.233 29.2984 24.5082 3.00245 4.02306 5.49092 3.60186 2.41315 29.6712 1.27101 29.6763 0.16038 29.6831 0.221558 29.679 0.882367 29.6838 0.387291 0.322791 0.559232 0.496692 0.499987 0.449588 16.2379 0.014092 14.939 0.00335034 14.3313 0.00578727 14.1052 0.0087756 14.0022 0.00966673 20.4005 0.0611631 19.2763 0.021251 19.2019 0.0178946 19.0977 0.0215001 18.501 0.0401848 20.5635 0.0588627 19.3727 0.0118879 18.7986 0.0105513 18.4995 0.0122676 18.3053 0.033192 0.0 0.0 0.0 0.0 0.0 -0.554682 0.00363792 -0.435376 0.000807685 -0.421094 0.00133856 -0.415249 0.00117287 -0.454671 0.00548182 0.21797 22.7448 90.8427 0.293204 22.463 90.6492 0.284239 22.5263 91.5488 0.307587 20.8672 91.1827 0.278774 20.2248 90.8619 19.6461 0.015444 14.3313 0.00578727 nan 12.8142 29.4718 14.4509 23.0901819109 21.9847651357 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0061711 1.337e-05 0 0.05717 0.036695 -1.0 -1.0 -1.0 -1.0 217.418 3.23331 24.9139 1622.0 8.241 165082 0 10.4061799874 75.4151335004 165062 1 0.944041210245 1.0 -1 NSA sdss 4 1.2376518211e+18 NSA 1237651822173093898 217.232775133 3.85156150737 3 GALAXY 105656463917400 0 0 268435456 18.6651 17.4272 16.8034 16.5024 16.464 0.122116 0.0122805 0.0121535 0.0128821 0.0552232 0.122116 0.0122805 0.0121535 0.0128821 0.0552232 0.149515 0.110012 0.0797898 0.0605022 0.0428968 19.5432 17.8402 17.2153 16.953 16.8987 4.97517 9.80098 18.024 8.96857 8.69176 4.82861 0.332498 -1000.0 0.414124 0.605058 12.2367 9.77026 16.3078 0.837338 18.683 1.14024 19.1287 0.951763 12.3262 2.65169 0.327982 0.599962 0.550037 0.527907 0.666195 20.0377 0.156054 17.9119 0.0122736 17.2951 0.0121535 17.058 0.0128721 17.0183 0.0637259 21.9394 0.195021 20.3982 0.0534879 20.132 0.0394532 19.959 0.0390162 19.5576 0.10112 21.9089 0.199033 20.4538 0.0502459 19.8211 0.030723 19.5256 0.0306669 19.3719 0.0898793 0.0 0.0 0.0 0.0 0.0 -0.227942 0.286034 -0.132269 0.0432754 -0.130055 0.0590146 -0.155186 0.0617361 -0.103724 0.0499351 0.415619 4.249 68.1177 0.628741 5.53508 68.4436 0.598098 5.45949 67.8256 0.575125 5.32734 66.4188 0.644272 4.78124 71.1975 20.6077 0.0424641 17.2951 0.0121535 nan 4.15165 8.71886 17.3858 22.9762985582 22.4723895485 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00559871 9.61518e-05 0 0.054048 0.04754 -1.0 -1.0 -1.0 -1.0 217.418 3.23331 24.9139 1622.0 8.241 165082 0 38.7192545903 280.598690475 18057 1 0.0466824693219 0.0299943432773 -1 NSA sdss 4 1.23765182217e+18 NSA 1237654879127666883 217.818940474 3.25673766255 3 GALAXY 1161153266978832 0 0 268435456 17.1792 15.9429 15.3802 15.0792 14.9292 0.028214 0.00512472 0.00438309 0.00479693 0.01333 0.028214 0.00512472 0.00438309 0.00479693 0.01333 0.150731 0.110906 0.0804384 0.060994 0.0432455 17.5025 16.2675 15.7078 15.424 15.2803 25.179 18.5716 19.2016 19.0314 16.6055 3.15986 0.337461 0.430642 0.346645 0.548807 26.8228 3.14649 25.0945 0.462225 28.9271 0.559126 29.6743 0.384796 29.6733 1.01511 0.661583 0.674335 0.660879 0.670551 0.615085 17.2062 0.0291629 16.2904 0.00539309 15.624 0.00461982 15.3479 0.00502172 15.286 0.0138913 20.4611 0.057073 19.6818 0.0187247 19.1307 0.0192573 18.9063 0.0191626 18.7344 0.0393412 20.723 0.0573679 19.5587 0.0117399 19.0513 0.0108172 18.8337 0.012384 18.6388 0.0329186 0.566902 0.186902 0.172664 0.124631 0.0907793 -0.0736541 -0.026726 -0.0959799 -0.0242822 -0.0925725 -0.0268028 -0.100401 -0.0217422 -0.127182 -0.0175324 0.637515 8.58701 122.026 0.688924 8.13237 115.355 0.666286 8.9452 115.865 0.670913 9.07377 114.635 0.627801 8.69436 116.321 19.8383 0.0149506 15.7882 0.00438309 nan 8.28173 19.0315 15.7403 22.5416024833 22.3263749318 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00506237 2.23035e-05 0 0.066606 0.029558 -1.0 -1.0 -1.0 -1.0 217.418 3.23331 24.9139 1622.0 8.241 165082 0 24.0562863351 174.338327036 18025 1 0.617223781917 0.788394266896 -1 NSA sdss 4 1.23765487913e+18 NSA 1237651822173290812 217.700609655 3.79639167904 3 GALAXY 316730517885200 0 0 268435456 18.4127 17.5311 17.2207 17.0974 16.8151 0.469609 0.370279 0.636048 0.815461 0.978744 0.469609 0.370279 0.636048 0.815461 0.978744 0.148716 0.109424 0.0793635 0.060179 0.0426676 22.7462 23.2934 24.001 24.3016 22.7842 1.08091 2.96978 2.97022 2.97025 2.97142 0.931006 -1000.0 -1000.0 -1000.0 -1000.0 0.00113295 29.7514 0.222337 7.861 0.261056 12.3031 0.00212994 0.0 0.0396189 0.0008073 0.106466 0.079085 0.0739216 0.0674949 0.05 22.8949 2.47232 23.346 0.593975 24.0166 1.72075 24.3618 1.0157 22.8269 245.208 22.855 0.595919 23.3995 0.396004 24.079 0.788068 24.3616 1.24615 22.8272 1.45009 21.3743 0.167337 20.5807 0.040347 20.3668 0.0481667 20.3146 0.0760592 20.2524 0.228507 1.0 0.0 0.0 1.0 0.0 -0.143212 0.0866458 0.0146165 -0.0919682 -0.0608859 0.0878284 -2.41229 -0.0345478 -2.41202 -0.0318182 0.05 0.00471635 44.2274 0.05 0.331645 18.8638 0.210152 0.328007 87.1251 0.0593754 0.00264176 141.409 0.05 0.0396189 122.087 21.2223 0.0708182 24.0166 1.72075 nan 0.672841 1.19184 24.0313 23.5914552359 25.1662857829 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00559654 -1.0 0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 217.418 3.23331 24.9139 1622.0 8.241 165082 0 37.8161337013 274.05403465 18046 1 -1.0 -1.0 -1 NSA sdss 4 1.23765182217e+18 NSA 1237654879664406557 217.507687769 3.77289260119 3 GALAXY 35253361446928 262144 0 268435456 15.8099 14.6928 14.1785 13.9093 13.7199 0.00937503 0.00256774 0.00246499 0.00280657 0.00479281 0.00937503 0.00256774 0.00246499 0.00280657 0.00479281 0.170651 0.125563 0.0910689 0.0690548 0.0489607 15.6635 14.5597 14.0679 13.8031 13.6211 20.0649 22.2671 22.1936 22.5453 20.8616 1.77351 1.97448 1.82036 2.20637 1.90586 29.6678 1.85327 29.6677 0.284411 29.6594 0.390383 29.6667 0.256693 29.6674 0.262975 0.398069 0.415617 0.461333 0.414144 0.438473 15.8463 0.00935065 14.6637 0.00256606 14.159 0.00246499 13.8579 0.00280529 13.6888 0.00478692 19.5648 0.033881 18.6323 0.137819 18.0299 0.158764 17.964 0.130754 17.5955 0.019553 19.7949 0.0330855 18.615 0.133005 18.0652 0.157725 17.7808 0.115494 17.54 0.0154036 0.0 0.0 0.0 0.0 0.0 0.325332 -0.0198518 0.307173 -0.0219333 0.298407 -0.0216266 0.294305 -0.0213267 0.302859 -0.022512 0.312573 15.644 162.109 0.346851 15.6863 161.342 0.350278 15.155 161.026 0.347305 15.539 161.304 0.342297 14.8685 162.23 18.8821 0.221694 14.159 0.00246499 nan 10.0083 23.5153 14.1485 22.0572069842 21.1457422663 15.65 0.196 15.25 0.256 13.796 9999.0 0.0057454 1.18501e-05 0 0.038641 0.017461 -1.0 -1.0 -1.0 -1.0 217.418 3.23331 24.9139 1622.0 8.241 165082 0 32.8164727039 237.822607893 18052 1 0.891093675796 0.995592871699 -1 NSA sdss 4 1.23765487966e+18 NSA 1237662266996949280 220.114766011 5.53186166496 3 GALAXY 193583034535952 0 0 268435456 17.5578 17.0778 17.0961 17.4946 17.5196 0.0280728 0.00835519 0.0107587 0.0231577 0.0793763 0.0280728 0.00835519 0.0107587 0.0231577 0.0793763 0.187222 0.137756 0.0999124 0.0757605 0.0537152 18.184 17.6907 17.7213 18.2846 18.2567 4.83983 8.42373 9.23031 11.2258 15.2471 1.03305 0.905404 0.539243 0.649518 3.63173 1.6567 0.274747 2.86641 0.099362 3.9305 0.216395 11.7521 1.22364 13.2803 3.96928 0.527388 0.55536 0.587124 0.503975 0.549865 18.852 0.027157 18.017 0.00831375 17.8212 0.0107587 17.4683 0.0220529 17.2337 0.0756099 19.8822 0.0326107 19.5269 0.0309595 19.6991 0.0250391 20.6409 0.0398027 20.2842 0.101829 19.8191 0.0346212 19.3299 0.00841455 19.424 0.0139889 20.0525 0.0359069 20.0288 0.131264 1.0 1.0 1.0 1.0 1.0 0.0903947 0.146445 0.129184 0.102763 0.12791 0.069965 0.108424 0.077047 0.137391 0.0338465 0.56569 0.995547 41.7751 0.620099 1.22075 39.3131 0.587026 1.82094 30.3286 0.498565 4.98199 28.5352 0.529242 6.12307 14.5039 20.0513 0.0161809 18.3992 0.0115284 nan 3.97306 10.649 17.7119 21.6961170454 22.7029400458 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00519452 4.31976e-06 0 0.006745 0.005162 -1.0 -1.0 -1.0 -1.0 219.796 5.36347 23.5261 1505.0 8.128 145398 0 21.5556662157 147.514482519 80440 1 0.850538532987 0.982634195869 -1 NSA sdss 4 1.237662267e+18 NSA 1237665565541728490 234.132926177 16.4404552908 3 GALAXY 105589892059224 0 0 268435456 16.1647 14.9855 14.4259 14.1387 13.9433 0.0225006 0.00533662 0.00365586 0.00515775 0.0165636 0.0225006 0.00533662 0.00365586 0.00515775 0.0165636 0.265727 0.19552 0.141807 0.107528 0.0762387 16.1973 14.9169 14.3988 14.165 14.0913 22.802 26.5905 26.6271 25.7355 24.102 0.922541 0.993555 1.08189 0.981544 0.73939 29.6735 1.06105 29.6712 0.344343 29.6666 0.649634 29.6739 0.269091 29.6667 2.45438 0.72939 0.628225 0.726929 0.617838 0.544187 16.5156 0.0224544 15.1144 0.00533579 14.5406 0.00365586 14.299 0.00515002 14.221 0.0163856 21.2198 0.0895723 20.184 0.0213354 19.6587 0.023881 19.3987 0.022902 19.0766 0.0414875 20.9411 0.0918039 19.6351 0.0120631 19.0204 0.0106331 18.7119 0.0116012 18.519 0.0291054 0.0 0.0 0.0 0.0 0.0 0.277716 -0.0105282 0.241218 -0.00404015 0.237909 -0.0061111 0.233472 -0.00943407 0.257519 -0.00772755 0.449939 17.3926 188.744 0.449997 18.5222 186.685 0.461628 18.3583 186.446 0.46783 17.2205 186.139 0.449999 16.2165 187.286 19.8695 0.0154952 14.5406 0.00365586 nan 12.4745 25.4727 14.6318 22.8552192249 22.1073501623 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0063225 2.50655e-05 0 0.051576 0.034287 -1.0 -1.0 -1.0 -1.0 234.132 16.6078 28.0204 1967.37 8.514 166313 0 Gilgamesh 10.0451514042 81.8759433532 166312 1 0.843065974675 0.982634195869 -1 NSA sdss 4 1.23766556554e+18 NSA 1237665566078402826 233.787037531 16.8704375988 3 GALAXY 35255507619856 0 0 268435456 17.0431 15.957 15.531 15.3251 15.2011 0.0245222 0.032043 0.0117344 0.0174938 0.0631772 0.0245222 0.032043 0.0117344 0.0174938 0.0631772 0.2423 0.178282 0.129305 0.0980482 0.0695174 17.0067 16.0834 15.6201 15.5189 15.5281 17.97 19.171 18.8152 17.9914 16.3511 0.861229 0.657451 0.610941 0.464012 0.572605 29.6659 3.83181 19.1207 1.63408 29.6635 1.26729 29.5521 2.07357 29.5319 8.06556 0.814723 0.498891 0.522315 0.449782 0.38877 17.1638 0.0244375 16.2299 0.0313349 15.7494 0.0117344 15.6486 0.0173854 15.6222 0.0616617 21.0277 0.0762207 20.6851 0.0273775 20.5808 0.0329151 20.359 0.0406918 20.3094 0.0995726 20.8808 0.0687915 20.1612 0.0171456 19.792 0.018344 19.6193 0.0251379 19.5235 0.0716609 0.0 0.0 0.0 0.0 0.0 -0.000846283 0.00930696 -0.038169 -0.000383598 -0.0540185 -0.00157497 -0.0603573 -0.00171284 -0.0774855 -0.00411408 0.599599 12.5904 147.871 0.599976 10.2795 144.707 0.549999 12.0037 143.908 0.599964 10.4472 143.947 0.589558 10.233 141.954 20.6351 0.0264381 15.7494 0.0117344 nan 8.92572 17.5942 15.7627 23.1414298816 22.5113834966 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.006671 7.46778e-06 0 0.089383 0.057621 -1.0 -1.0 -1.0 -1.0 234.132 16.6078 28.0204 1967.37 8.514 166313 0 Gilgamesh 25.3587294294 206.692157819 124222 1 0.854394845592 0.983123872027 -1 MMT /Spectra/Final/MMT/spHect-2014.0530_1.zlog 4 135.0 MMT 1237662301360029934 210.869861538 48.9648384365 3 GALAXY 105624251797520 0 0 268435456 18.1714 17.2273 16.725 16.3952 16.377 0.0342583 0.00846926 0.0100869 0.0126484 0.0401407 0.0342583 0.00846926 0.0100869 0.0126484 0.0401407 0.0561631 0.0413243 0.0299718 0.0227267 0.0161135 18.2727 17.2277 16.7077 16.4593 16.4286 11.08 11.4165 12.5995 13.0393 10.0945 2.28707 1.58231 1.85852 1.76178 0.578351 28.5707 4.64534 23.8206 0.744903 23.8333 0.679224 24.781 1.00738 20.0486 2.84576 0.175011 0.216101 0.257389 0.263707 0.211746 18.3847 0.0341072 17.3089 0.00845251 16.7377 0.0100869 16.4559 0.0126357 16.4834 0.0400077 21.2619 0.0817266 20.5567 0.0252606 20.2969 0.0254325 20.1919 0.0316099 19.8507 0.0746487 20.978 0.0743854 20.0416 0.016126 19.5661 0.0154825 19.3303 0.0178006 19.2346 0.053284 0.0 0.0 0.0 0.0 0.0 0.271279 -0.134377 0.268118 -0.149896 0.247226 -0.129057 0.258383 -0.129524 0.307629 -0.11667 0.209519 8.92637 170.879 0.238691 8.54213 170.929 0.261067 8.71066 171.25 0.259518 9.05011 171.621 0.275577 8.2153 171.162 20.3829 0.0221404 16.7377 0.0100869 nan 5.64645 13.4749 16.7387 23.4334237981 22.4930596057 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00667173 9.29195e-06 0 0.07871 0.040196 -1.0 -1.0 -1.0 -1.0 210.708 49.1726 31.7148 2012.51 8.789 69028 0 14.0007913399 129.163402454 69030 1 0.592175743375 0.748908023058 -1 NSA sdss 4 1.23766230136e+18 NSA 1237661958297157819 210.100030032 49.4443703098 3 GALAXY 35253360132112 0 0 268435456 17.1761 16.1485 15.6851 15.4474 15.4044 0.0262679 0.00485877 0.00667179 0.0106154 0.0291143 0.0262679 0.00485877 0.00667179 0.0106154 0.0291143 0.0793813 0.058408 0.0423624 0.0321221 0.022775 17.4007 16.2663 15.8257 15.6149 15.5995 16.233 15.3637 15.1186 15.9717 14.0426 1.6892 0.884434 0.720218 0.714249 1.22994 29.6696 3.39021 27.6876 0.542591 28.4128 0.744431 29.082 1.15446 29.6753 2.00454 0.493881 0.489677 0.44999 0.408625 0.414959 17.4175 0.0273291 16.3146 0.00494585 15.8597 0.00670297 15.6239 0.0106839 15.6503 0.0290636 21.0501 0.074708 19.9931 0.0256112 19.9164 0.0211256 19.9187 0.0267396 19.6855 0.0723862 20.5961 0.0598931 19.5286 0.0110424 19.116 0.0114051 18.9195 0.0126194 18.8668 0.0452114 0.113734 0.0478228 0.0126466 0.0220838 0.0 0.183044 -0.00899808 0.12171 -0.0064006 0.11597 -0.0124807 0.119105 -0.0207254 0.135708 -0.0101877 0.499969 9.05483 181.642 0.518908 9.10166 174.086 0.512293 9.52835 171.044 0.499964 9.93116 170.895 0.471305 9.52772 171.394 19.9372 0.0163863 15.8681 0.00667179 nan 6.86817 16.1868 15.911 22.7586218867 22.0906603545 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00664614 2.2078e-05 0 0.040306 0.025448 -1.0 -1.0 -1.0 -1.0 210.708 49.1726 31.7148 2012.51 8.789 69028 0 28.8286637005 265.954605861 69034 1 0.691713784509 0.890871064006 -1 NSA sdss 4 1.2376619583e+18 NSA 1237662301896638863 210.207365611 49.5161574869 3 GALAXY 1231455472582672 0 0 268435456 16.9213 16.0131 15.6287 15.4772 15.7002 0.132066 0.0310735 0.023787 0.0192064 0.170466 0.132066 0.0310735 0.023787 0.0192064 0.170466 0.0776676 0.0571471 0.0414478 0.0314286 0.0222833 19.7386 18.1401 17.6949 17.4898 18.3949 4.29837 14.7504 14.5301 12.6334 3.61184 2.29589 0.611656 1.49245 0.291725 3.46277 0.053933 1.15886 16.9527 1.68601 15.7688 1.23969 19.1299 1.39555 5.91056 4.08602 0.999735 0.749864 0.890773 0.886847 0.475152 21.4911 0.168955 18.0413 0.0319936 17.6808 0.0243745 17.5077 0.0191513 18.8098 0.137649 22.5311 0.199459 21.5672 0.0433406 21.1224 0.0476286 21.1235 0.0574029 21.0252 0.195434 21.7289 0.132347 20.9398 0.0309423 20.5179 0.0324469 20.4109 0.0427628 20.3796 0.166295 0.733332 0.173424 0.0753016 0.0 0.708193 0.00158677 -0.0656731 0.00741686 0.0434996 0.00644682 0.0511915 0.0286263 0.0546812 0.460481 0.0145088 0.672296 2.73825 159.151 0.997101 5.73102 26.9849 0.982786 5.37419 23.5863 0.824952 5.85966 186.774 0.627489 2.45318 19.7789 21.3554 0.046895 17.7364 0.023787 nan 5.6189 12.2888 17.6213 23.3833899249 23.3649995214 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0061691 1.73255e-05 0 0.078419 0.068933 -1.0 -1.0 -1.0 -1.0 210.708 49.1726 31.7148 2012.51 8.789 69028 0 28.4186264145 262.171953848 69035 1 0.652436474498 0.848578782342 -1 NSA sdss 4 1.2376623019e+18 NSA 1237650762393714856 187.211257125 -2.0607897588 3 GALAXY 1231455439163480 0 0 268435456 16.2911 15.0218 14.3797 14.0448 13.7442 0.0194511 0.0032949 0.00269888 0.00286393 0.00551306 0.0194511 0.0032949 0.00269888 0.00286393 0.00551306 0.121125 0.0891224 0.064639 0.0490138 0.0347514 17.0922 15.6229 14.9015 14.5294 14.2405 9.76404 12.2554 12.3489 12.5369 12.3725 0.468808 0.553962 0.481358 0.495848 0.426304 15.9503 1.04084 15.3528 0.15527 15.349 0.133202 15.3521 0.131183 15.348 0.319038 0.576835 0.647041 0.621975 0.600137 0.527337 17.256 0.0193994 15.6452 0.00335802 14.889 0.00276622 14.483 0.00295165 14.1556 0.00572386 20.368 0.0655054 18.8295 0.0271388 18.0427 0.0204562 17.6172 0.0231462 17.1783 0.0212199 19.6332 0.04272 18.2952 0.0173775 17.5187 0.0111103 17.0997 0.00908551 16.7072 0.0110517 0.0 0.0945855 0.145358 0.197605 0.300103 -0.140065 0.0771501 -0.132085 0.0608418 -0.137023 0.0611651 -0.142742 0.0584364 -0.1503 0.0695884 0.542857 5.91021 65.3916 0.571782 6.38665 68.5351 0.571131 6.19119 69.0058 0.55879 6.04349 69.235 0.495923 5.711 67.4372 18.329 0.0154162 14.9662 0.00269888 nan 5.49884 14.0659 14.8789 20.9205072251 20.5756694941 14.804 0.126 13.903 0.13 13.39 0.09 0.00810334 7.06773e-06 0 0.068239 0.024009 -1.0 -1.0 -1.0 -1.0 187.211 -1.93918 35.4431 2407.0 9.038 141465 0 7.29906375905 75.2531438746 3486 1 0.560052749477 0.691219228277 -1 NSA sdss 4 1.23765076239e+18 NSA 1237659324945006722 218.707391806 54.5344285066 3 GALAXY 105622104310032 0 0 268435456 18.3582 16.9165 16.2772 15.9298 15.8374 0.0581 0.00790212 0.00651634 0.00839854 0.0439097 0.0581 0.00790212 0.00651634 0.00839854 0.0439097 0.0572001 0.0420873 0.0305252 0.0231463 0.016411 18.7117 17.2474 16.6081 16.3278 16.148 2.96958 13.7401 13.4128 12.6545 10.8258 -1000.0 0.405578 0.412911 0.475874 1.22775 20.1808 4.40701 14.9507 0.517845 15.0934 0.444945 13.296 0.415786 12.3233 1.59777 0.764147 0.949828 0.938097 0.93052 0.888721 18.3417 0.0620905 17.1143 0.00829681 16.4793 0.00685344 16.2531 0.00873602 16.1256 0.0522414 21.5349 0.112814 20.5396 0.0296811 19.7195 0.0249216 19.6318 0.0307667 19.541 0.0595811 21.2287 0.106194 19.8659 0.0182889 19.2086 0.0166165 18.8823 0.0143014 18.7261 0.0420357 0.326835 0.176449 0.173287 0.158968 0.0866858 -0.140726 0.0333087 -0.0210579 -0.00407946 -0.021541 0.00640406 -0.0270018 0.0016102 -0.0385041 -0.0115803 0.679326 6.04514 131.514 0.955416 4.89728 133.204 0.946335 4.80993 136.011 0.912973 4.7064 126.518 0.890781 4.85595 129.003 19.9974 0.023155 16.6387 0.00651634 nan 5.65071 14.9529 16.4996 22.0448057507 22.2555268516 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00678499 4.84637e-05 0 0.054764 0.033147 -1.0 -1.0 -1.0 -1.0 218.718 54.4759 33.1163 2116.0 8.95 145297 0 3.5291577475 33.996868873 45319 1 0.00153875745142 0.000288775553988 -1 NSA sdss 4 1.23765932495e+18 NSA 1237648721248845970 221.316115836 -0.159937082521 3 GALAXY 105587744575576 0 0 268435456 16.5779 15.4534 14.9999 14.748 14.6104 0.0146661 0.00419994 0.00439184 0.00559093 0.17522 0.0146661 0.00419994 0.00439184 0.00559093 0.17522 0.193776 0.142579 0.10341 0.0784126 0.0555955 16.603 15.4781 15.0073 14.8393 15.5281 14.8841 15.0175 17.0154 15.7295 13.1781 0.566606 0.415441 0.441515 0.367411 0.347179 23.8172 1.15182 25.356 0.350364 29.6632 0.529713 29.6622 0.69457 13.5356 9.47236 0.715968 0.629328 0.64502 0.59692 0.422398 16.8917 0.0149555 15.6725 0.00417691 15.1107 0.00439184 14.938 0.00558602 15.4109 0.253963 20.394 0.0570104 19.6403 0.0194839 19.4335 0.0209814 19.1559 0.0217439 19.2875 0.0562016 20.1335 0.0347685 19.1235 0.00861023 18.7472 0.00822442 18.5638 0.0100939 18.4445 0.0323903 0.08505 0.0 0.0 0.0 0.0 0.0433737 -0.0172328 0.0648738 -0.00681728 0.0495119 -0.00851707 0.0577374 -0.00952559 0.0486287 -0.0101198 0.752951 7.38484 146.237 0.650006 9.01963 143.582 0.653908 10.0704 140.209 0.649841 9.658 141.969 0.605148 8.21325 141.068 19.6061 0.012202 15.1107 0.00439184 nan 7.96924 18.9362 15.1211 22.12139684 21.6236680132 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.005565 1.43632e-05 0 0.082734 0.06997 -1.0 -1.0 -1.0 -1.0 221.546 -0.222942 25.3928 1659.36 8.424 165536 0 Dune 14.3220507622 105.789036487 2579 1 0.221231789267 0.184181095864 -1 AAT /Spectra/Final/AAT/Dune_1.zlog 4 178.0 AAT 1237667322180337732 177.51854285 26.4791773054 3 GALAXY 1319448581640240 0 0 268435456 14.6243 13.3804 12.8118 12.5037 12.2561 0.00411621 0.00188356 0.00183094 0.00184405 0.00247639 0.00411621 0.00188356 0.00183094 0.00184405 0.00247639 0.108041 0.0794952 0.0576565 0.0437192 0.0309975 14.5162 13.3009 12.7541 12.46 12.2251 20.6781 25.7792 26.1275 27.2065 26.633 2.04023 2.05808 2.18705 2.2972 2.40422 29.6702 0.650675 29.6758 0.349136 29.6754 0.35565 29.6806 0.306635 29.6789 0.506065 0.34967 0.448735 0.464219 0.496959 0.460156 14.6706 0.00412818 13.3749 0.00190342 12.8011 0.00184833 12.4754 0.00185857 12.2208 0.0024949 18.2615 0.0261537 17.2816 0.020974 17.0129 0.0142816 16.6855 0.0180438 16.155 0.021843 18.369 0.0139814 17.2848 0.00432167 16.663 0.00381528 16.3383 0.00310449 15.9642 0.00516806 0.200072 0.233034 0.26946 0.304517 0.351247 0.37153 0.02035 0.339007 0.0197543 0.330936 0.0232686 0.318959 0.0231184 0.324407 0.0253293 0.331979 14.318 3.05848 0.372743 16.9994 2.96543 0.374952 17.0638 2.99833 0.371587 17.1502 3.52939 0.328294 16.5327 4.75329 17.4511 0.00538415 12.8118 0.00183094 nan 11.8487 30.6368 12.7791 20.9676199037 20.1429032394 13.561 0.059 13.038 0.087 12.708 0.074 0.00598039 8.47614e-06 0 0.041122 0.017525 -1.0 -1.0 -1.0 -1.0 177.289 27.022 28.2771 1798.0 8.693 140301 0 34.8140154416 286.3569178 -1 1 0.885229838953 0.994683257919 -1 SDSS SDSS 4 1.23766732218e+18 SDSS 1237667322180337738 177.520529263 26.4819998052 3 GALAXY 105656464052752 0 0 268435456 16.2657 16.4258 16.3996 16.5556 16.517 0.00899982 0.00635564 0.00869854 0.0295086 0.0463511 0.00899982 0.00635564 0.00869854 0.0295086 0.0463511 0.108056 0.0795064 0.0576646 0.0437253 0.0310018 16.1577 16.3463 16.342 16.5119 16.486 38.4114 15.2972 15.847 15.8874 12.9547 5.11573 7.95905 8.2799 8.29796 6.98705 29.6716 1.28023 29.6834 0.356158 29.6752 1.51306 29.6829 1.91314 29.6816 2.88843 0.462988 0.415481 0.435083 0.454756 0.363534 16.1549 0.00923382 16.434 0.00640384 16.3697 0.00880786 16.5528 0.0295863 16.659 0.0554061 19.3284 0.0506611 19.6715 0.254295 19.924 0.409821 20.3134 0.648751 19.9175 0.766023 18.9451 0.0308235 18.2338 0.0654111 17.8259 0.0726388 17.7057 0.0854949 17.4848 0.0928105 0.110965 0.0260216 0.045799 0.0125927 0.0 0.280877 0.0183945 0.305579 0.0241224 0.318929 0.0196003 0.317023 0.0201119 0.334704 0.0205473 0.420363 11.4634 169.003 0.377215 11.327 169.759 0.372337 11.7228 169.784 0.408469 11.1966 170.553 0.37557 10.2368 169.741 18.6621 0.100462 16.3996 0.00869854 nan 8.11299 18.2601 16.4084 23.7402414938 22.9497104439 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00615203 5.32175e-06 0 0.214361 0.125564 -1.0 -1.0 -1.0 -1.0 177.289 27.022 28.2771 1798.0 8.693 140301 0 34.6934928253 285.365612696 -1 1 0.597292960448 0.761341417734 -1 SDSS SDSS 4 1.23766732218e+18 SDSS 1237667429571887171 177.348303087 26.7416474578 3 GALAXY 105622104313944 0 0 268435456 15.6709 14.4815 13.9029 13.5636 13.3637 0.0147116 0.00401705 0.00543469 0.00613296 0.0185775 0.0147116 0.00401705 0.00543469 0.00613296 0.0185775 0.108638 0.0799347 0.0579753 0.0439609 0.0311688 15.7853 14.4383 13.8773 13.5938 13.4308 32.4391 34.1883 33.0404 33.4686 31.5711 7.82012 7.9603 8.5493 7.09444 9.83081 29.6739 1.39727 29.6776 0.185452 29.6765 0.258463 29.677 0.879311 29.6782 0.983601 0.386682 0.360688 0.335695 0.404539 0.339934 15.8949 0.0147094 14.4696 0.00401394 13.946 0.00546567 13.6674 0.00620366 13.4924 0.0189583 20.6872 0.0628242 19.3261 0.0207568 18.8637 0.0256811 18.8002 0.0172647 18.3285 0.0322107 20.255 0.0461808 18.8597 0.0088994 18.16 0.00720035 17.8167 0.00781663 17.4968 0.0161274 0.0 0.0 0.0425051 0.0965293 0.0831288 0.54878 -0.00224733 0.537817 0.00222725 0.529279 0.00359492 0.500858 0.00450376 0.515476 0.00399199 0.190185 24.9066 -3.06989 0.186637 26.3878 -3.14289 0.193669 24.8563 -3.14292 0.20581 24.0691 -3.02373 0.189007 23.0863 -3.03286 18.9898 0.0102431 13.9352 0.00543469 nan 14.567 36.698 13.9867 22.9078675888 21.7989591194 15.557 0.199 15.094 0.227 13.55 9999.0 0.006119 1.26076e-05 0 0.036929 0.021415 -1.0 -1.0 -1.0 -1.0 177.289 27.022 28.2771 1798.0 8.693 140301 0 17.1237372907 140.850289948 160613 1 0.949226952176 1.0 -1 NSA sdss 4 1.23766742957e+18 NSA 1237678602387521791 20.5363426909 17.5281428748 3 GALAXY 105658611401048 0 0 268435456 20.9781 19.6612 19.2133 19.2418 18.8889 0.205292 0.0290554 0.0314241 0.058891 0.133825 0.205292 0.0290554 0.0314241 0.058891 0.133825 0.552172 0.406283 0.29467 0.22344 0.158421 20.4259 19.2549 18.9186 19.0184 18.7305 2.97033 4.56925 5.10008 6.16897 18.0189 -1000.0 0.35361 0.347732 0.967759 -1000.0 2.91939 3.14891 6.68343 0.782368 9.02299 1.36221 11.4054 3.07672 9.89129 5.30089 0.100008 0.398488 0.372631 0.278086 0.199944 21.3856 0.213625 19.8 0.0288308 19.2133 0.0314241 19.0439 0.0603118 18.6338 0.153826 22.273 0.200717 21.5454 0.0551484 21.3352 0.058765 21.5498 0.0998875 20.7916 0.181315 22.1946 0.223801 21.2585 0.0504381 20.8936 0.052257 20.9118 0.0861796 20.6087 0.219344 0.448183 0.0 0.0 0.167467 0.536647 -0.109825 0.597835 -0.00640917 0.32018 0.040621 0.162352 0.0164351 0.191044 0.019472 0.646098 0.05 1.9387 51.8061 0.417173 2.87575 46.9578 0.468869 3.32237 46.8222 0.350004 4.03994 42.1969 0.180653 4.30451 50.8232 21.6502 0.0702134 19.2133 0.0314241 nan 2.37822 4.5701 19.3164 23.8159870457 23.1931394021 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008651 -1.0 -1 0.035841 0.030705 -1.0 -1.0 -1.0 -1.0 20.449 17.5922 38.6531 2518.0 9.38 129237 0 HarryPotter 6.30360930448 70.8760477473 -1 1 0.0551055668499 0.039769093019 -1 MMT /Spectra/Final/MMT/spHect-2015.1217_1.zlog 4 247.0 MMT 1237678602387456130 20.2852690118 17.6022357532 3 GALAXY 35253360136208 0 0 268435456 19.1794 18.0412 17.5387 17.3254 17.1087 0.0739959 0.0122204 0.0122819 0.0168908 0.0483221 0.0739959 0.0122204 0.0122819 0.0168908 0.0483221 0.521506 0.383719 0.278305 0.21103 0.149623 18.6579 17.6575 17.2604 17.1144 16.9591 9.98158 9.89871 10.9136 10.8699 9.09193 1.52826 0.288358 0.580488 0.507249 1.13348 7.09102 2.00908 12.9984 0.592921 17.227 0.918761 16.9507 1.22249 15.2237 3.62855 0.380035 0.572724 0.537567 0.554433 0.611987 19.265 0.0656454 17.8655 0.0125208 17.3232 0.0128294 17.0865 0.0174902 16.9309 0.0503608 21.208 0.0820169 20.4372 0.0246184 20.1449 0.0280381 20.0515 0.0339695 19.8492 0.0780249 21.2591 0.0996155 20.3766 0.0182657 20.0318 0.0241954 19.8474 0.0336561 19.6325 0.0934219 1.0 0.459459 0.278458 0.279666 0.366924 -0.251941 -0.00568754 -0.156324 -0.0216558 -0.173142 -0.0257438 -0.140674 -0.0249612 -0.124482 -0.0393145 0.417213 3.61481 110.704 0.607075 5.07406 107.449 0.555864 6.12076 105.383 0.577281 6.33599 108.413 0.668517 4.98891 107.822 20.7201 0.0310453 17.5387 0.0122819 nan 5.04294 11.1888 17.5217 23.4682172468 23.0305868938 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00822 -1.0 -1 0.018011 0.012047 -1.0 -1.0 -1.0 -1.0 20.449 17.5922 38.6531 2518.0 9.38 129237 0 HarryPotter 9.38349488064 105.50536144 -1 1 0.579303160766 0.714932646759 -1 MMT /Spectra/Final/MMT/spHect-2015.1217_1.zlog 4 84.0 MMT 1237678602387456305 20.3284666123 17.7539390491 3 GALAXY 176027389263960 0 0 268435456 20.8783 20.3294 19.8126 21.6045 20.9719 0.196505 0.0522925 0.0545213 0.472273 0.917232 0.196505 0.0522925 0.0545213 0.472273 0.917232 0.441747 0.325033 0.235741 0.178755 0.12674 20.4366 20.0044 19.5768 21.4258 20.8451 4.11348 4.82534 4.25263 1.63333 1.08374 3.94425 0.258036 0.254638 1.52617 1.01367 29.0475 24.8957 12.3212 2.8459 9.87288 3.12201 1.22935 3.63071 1.36943 5.27649 0.208951 0.741644 0.649993 0.05 0.05 19.4038 0.169706 19.9417 0.0554374 19.6916 0.0570896 22.1809 0.49077 21.5792 0.654745 22.3368 0.195846 22.3307 0.0950491 21.8199 0.095881 22.878 0.414276 22.2292 0.762285 22.338 0.243113 21.8962 0.0772601 21.3842 0.0775077 21.4871 0.176949 21.248 0.665927 1.0 0.179362 0.116482 1.0 0.0378206 -0.249118 -0.110976 -0.210569 -0.02416 -0.0942411 0.142081 0.151148 0.052522 -0.385474 -0.407533 0.360154 2.09061 86.1088 0.730185 3.45458 111.085 0.724449 2.90221 77.4793 0.181603 0.876419 21.4964 0.05 0.957772 107.282 22.1631 0.105623 19.8126 0.0545213 nan 2.50645 6.18583 19.8871 24.1216827031 23.8778056779 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008245 -1.0 -1 0.095957 0.060496 -1.0 -1.0 -1.0 -1.0 20.449 17.5922 38.6531 2518.0 9.38 129237 0 HarryPotter 11.9019221346 133.821743744 -1 1 0.010614554806 0.00472368394441 -1 MMT /Spectra/Final/MMT/spHect-2015.1217_1.zlog 4 123.0 MMT 1237679169841725673 20.7768903825 17.8914501798 3 GALAXY 35255507620112 0 0 268435456 18.7268 17.6239 17.3036 17.1213 17.1842 0.0812353 0.0308127 0.0165309 0.0244908 0.15902 0.0812353 0.0308127 0.0165309 0.0244908 0.15902 0.433778 0.31917 0.231489 0.175531 0.124454 18.293 17.3048 17.0721 16.9457 17.0598 2.97062 13.034 12.3946 10.8766 12.5528 -1000.0 0.415204 0.607536 0.465203 7.60632 29.6811 2.39459 20.2712 1.83363 27.8184 2.03367 26.6701 2.76461 20.693 13.1852 0.6269 0.535191 0.488858 0.450045 0.418031 18.527 0.0790981 17.6098 0.030637 17.3036 0.0165309 17.1462 0.0244712 17.2157 0.219865 21.5836 0.172137 21.2406 0.0406829 20.6645 0.0409956 20.4561 0.0552773 20.4826 0.156338 21.7713 0.209996 20.6788 0.0276571 20.314 0.0327567 20.1452 0.0442682 19.9013 0.113796 0.0 0.0 0.0 0.0 0.0 -0.155095 -0.0477329 -0.154621 0.0443423 -0.164015 0.0384647 -0.18665 0.0464484 -0.104109 0.0170964 0.652729 8.21619 95.3965 0.550006 7.7727 67.1391 0.529588 7.57387 73.2208 0.498592 7.54207 75.0994 0.531737 7.08154 69.4524 21.1371 0.0467687 17.3036 0.0165309 nan 5.6057 11.9276 17.3355 23.6956193731 23.0740855034 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008477 -1.0 -1 0.030171 0.027082 -1.0 -1.0 -1.0 -1.0 20.449 17.5922 38.6531 2518.0 9.38 129237 0 HarryPotter 25.951574436 291.789751049 -1 1 0.168833583423 0.127395578452 -1 MMT /Spectra/Final/MMT/spHect-2015.1217_1.zlog 4 286.0 MMT 1237648722289295527 145.320962664 0.771102651396 3 GALAXY 68988043776 0 0 268435456 18.7395 17.6063 17.1605 16.9516 16.7769 0.0273266 0.0062947 0.00570953 0.00689574 0.0178854 0.0273266 0.0062947 0.00570953 0.00689574 0.0178854 0.608006 0.447365 0.324466 0.246033 0.174441 18.2627 17.2831 16.9258 16.7912 16.6819 3.77931 4.4029 4.98527 5.1239 24.9092 0.217144 0.111835 0.141186 0.116695 8.51344 2.57427 0.425552 3.45923 0.0851165 4.06205 0.12706 4.24132 0.119345 5.17283 0.379126 0.670546 0.681586 0.688063 0.712973 0.707609 18.9483 0.0272871 17.6245 0.00638381 17.0989 0.00582051 16.8696 0.00705032 16.6378 0.0185209 20.0718 0.0352348 19.106 0.0140474 18.602 0.0193119 18.4885 0.0157263 18.4235 0.0277232 20.0572 0.0323801 18.96 0.00819829 18.549 0.00751242 18.3379 0.00918833 18.148 0.024217 0.251249 0.395446 0.344743 0.334241 0.323474 0.0608646 0.0327015 0.0777924 0.0654216 0.0742687 0.0610308 0.0632748 0.0512498 0.0413077 0.105914 0.71549 1.59726 14.1018 0.710982 1.90739 21.88 0.731562 2.04755 20.5199 0.758912 2.02837 20.178 0.737766 2.04899 30.4873 19.2578 0.010051 17.2503 0.00570953 nan 2.23696 5.74052 17.1605 20.8019040859 20.9041968097 16.638 0.145 16.03 0.2 15.33 9999.0 0.00658949 -1.0 0 0.018748 0.009638 -1.0 -1.0 -1.0 -1.0 145.514 0.336452 30.0374 1912.35 8.848 32 0 28.5362969176 249.333758002 30 1 0.666416895163 0.874066826609 -1 NSA sdss 4 1.23764872229e+18 NSA 1237678881574944900 39.9254642529 -1.41874190874 3 GALAXY 35221147746392 0 0 268435456 18.4598 17.4318 17.0487 16.8524 16.7106 0.0277267 0.00580764 0.00611628 0.00771296 0.0208244 0.0277267 0.00580764 0.00611628 0.00771296 0.0208244 0.164066 0.120718 0.0875549 0.0663902 0.0470715 18.2957 17.311 16.9611 16.786 16.6636 5.94692 5.78954 5.8101 6.10412 8.13439 1.61669 0.459588 0.296069 0.309807 1.59931 6.90868 0.693817 6.49148 0.129512 7.941 0.192888 8.195 0.220718 8.648 0.698182 0.321585 0.343541 0.373177 0.396727 0.458332 18.3807 0.028239 17.3989 0.00588447 17.0029 0.00620007 16.7724 0.00781339 16.5684 0.0214998 20.0676 0.0457668 19.1308 0.0288124 18.949 0.0185238 18.7441 0.0191707 18.736 0.0395431 20.1394 0.0450851 19.0483 0.0088225 18.6946 0.0093916 18.5305 0.0120535 18.3647 0.0323954 0.287915 0.175185 0.0843779 0.0787185 0.166817 -0.00533116 0.30208 0.0217417 0.288053 0.0272412 0.261217 0.0257407 0.237115 0.0407884 0.192146 0.315749 3.46637 42.0592 0.375191 3.34285 41.625 0.406981 3.46684 41.023 0.413525 3.57124 40.173 0.467324 3.33899 39.6647 19.4311 0.0127096 17.0487 0.00611628 nan 2.66691 6.30181 17.029 21.7437827417 21.1544597121 17.221 0.24 16.199 0.19 15.209 9999.0 0.008789 -1.0 -1 0.024576 0.008495 -1.0 -1.0 -1.0 -1.0 39.5482 -1.31876 37.155 2629.0 9.334 132339 0 Narnia 23.4110321372 253.023341686 -1 1 0.178311030306 0.132245979582 -1 MMT /Spectra/Final/MMT/spHect-2015.1210_1.zlog 4 212.0 MMT 1237657607497515484 123.649897556 36.4343553979 3 GALAXY 35219000397912 0 0 268435456 17.6626 16.9239 16.5202 16.3665 16.3185 0.0445142 0.0108243 0.0107398 0.0126143 0.0407962 0.0445142 0.0108243 0.0107398 0.0126143 0.0407962 0.285853 0.210328 0.152547 0.115672 0.0820128 18.2104 17.504 17.1596 17.0493 16.9558 11.4262 12.2075 12.9355 12.6973 12.6384 2.739 1.25131 1.29702 0.645978 1.49627 21.6314 4.00815 21.3209 0.987101 23.818 1.0741 26.588 1.4568 26.4563 4.66992 0.349964 0.381352 0.423702 0.428574 0.459274 18.058 0.0447614 17.6139 0.0112459 17.1619 0.0112734 17.0445 0.013078 16.9674 0.0413383 21.0901 0.0906867 20.4688 0.031174 20.341 0.0556895 20.3394 0.16922 20.2464 0.242179 21.1363 0.0807739 20.3599 0.0263112 19.9941 0.0461221 19.9514 0.142904 19.8772 0.230886 0.69824 0.175011 0.159932 0.0717808 0.0241759 0.39012 0.0510213 0.274547 0.0114167 0.242638 0.00287352 0.244007 -0.00444624 0.139981 -0.0289948 0.362422 7.09198 128.95 0.415298 7.29842 123.724 0.456505 7.37626 122.734 0.464873 7.66787 122.621 0.530588 7.15116 125.609 20.7296 0.0569446 17.3121 0.0107398 nan 5.53535 12.4334 17.3092 23.6467102942 23.020403753 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00821139 8.11993e-06 0 0.04775 0.050835 -1.0 -1.0 -1.0 -1.0 123.241 36.2546 37.7379 2469.7 9.407 33446 0 StarTrek 22.5115852828 247.119389352 33448 1 0.673408280977 0.879368770712 -1 NSA sdss 4 1.2376576075e+18 NSA 1237657607497318756 123.243173206 36.198359966 3 GALAXY 35221147877464 0 0 268435456 17.0102 15.9737 15.5962 15.3805 15.2124 0.0168938 0.00411193 0.0041772 0.00657538 0.0201789 0.0168938 0.00411193 0.0041772 0.00657538 0.0201789 0.359776 0.26472 0.191997 0.145585 0.103222 16.7781 15.8109 15.4825 15.3434 15.283 11.9335 12.3445 12.5388 12.3528 11.26 0.747773 0.509558 0.506007 0.457721 0.504848 22.3252 1.59252 19.8711 0.266748 22.5553 0.383635 19.2597 0.362845 19.9295 1.21126 0.356391 0.449938 0.455954 0.499809 0.448981 17.2644 0.0167353 16.1089 0.00410651 15.6745 0.0041772 15.4842 0.00656445 15.403 0.0201486 20.2841 0.0501853 19.2806 0.0174014 19.0122 0.0335117 19.2813 0.0261314 18.9874 0.0393772 19.9874 0.0368224 18.988 0.00837371 18.669 0.00870647 18.4646 0.0103734 18.315 0.0273005 0.0 0.0 0.0 0.0 0.0 -0.099913 -0.127407 -0.090796 -0.116202 -0.0781184 -0.0959727 -0.0678528 -0.0927406 -0.0646098 -0.0855914 0.352588 7.3933 76.4076 0.426767 7.66431 80.3409 0.432268 8.11663 79.4671 0.482528 7.8065 80.363 0.449453 7.71702 81.7983 19.5017 0.0126292 15.6745 0.0041772 nan 5.88205 13.523 15.6621 22.2168339858 21.5052126839 15.604 9999.0 15.026 9999.0 15.257 0.168 0.00830376 6.30124e-06 0 0.019876 0.01031 -1.0 -1.0 -1.0 -1.0 123.241 36.2546 37.7379 2469.7 9.407 33446 0 StarTrek 3.38005468389 37.1045785534 33445 1 -1.0 -1.0 -1 NSA sdss 4 1.2376576075e+18 NSA 1237665225704079377 209.291391212 29.2195794233 3 GALAXY 35253360136208 0 0 268435456 17.7036 17.0744 16.9851 16.9938 16.9196 0.0144514 0.00471641 0.00508976 0.0068334 0.0210273 0.0144514 0.00471641 0.00508976 0.0068334 0.0210273 0.0875129 0.0643912 0.0467019 0.0354126 0.025108 17.8554 17.146 17.0364 17.135 17.1088 3.38831 3.76742 4.16115 4.33282 4.00682 0.122103 0.113576 0.0990966 0.113417 0.168167 2.00434 0.147746 2.52707 0.0545691 3.493 0.0669262 4.59576 0.134819 4.5139 0.442588 0.525997 0.585444 0.615929 0.609764 0.566115 17.9661 0.0142303 17.1862 0.00473589 16.9698 0.00517208 17.0803 0.00687854 17.1218 0.0221335 18.8549 0.0215805 18.3795 0.0258088 18.5463 0.0183059 18.9221 0.0179243 18.7366 0.0381044 18.9111 0.017089 18.3338 0.00526473 18.2792 0.00651737 18.4031 0.00920043 18.3093 0.0282697 0.449343 0.298866 0.314723 0.0582046 0.0 0.158762 -0.0779529 0.13949 -0.0644154 0.124316 -0.0811029 0.121604 -0.0801958 0.144922 -0.0815613 0.55762 1.51079 179.462 0.587356 1.84622 178.521 0.621875 1.99024 177.17 0.639595 2.18442 176.563 0.610114 2.04629 175.319 18.9786 0.00874158 17.0831 0.00508976 nan 1.96221 4.90292 17.0256 20.5730949904 20.4847860251 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00749327 2.92349e-06 0 0.011472 0.006549 -1.0 -1.0 -1.0 -1.0 209.233 29.1644 34.6222 2373.26 9.237 94217 0 4.50711873902 45.3920349886 94214 1 0.73763276133 0.925868047054 -1 NSA sdss 4 1.2376652257e+18 NSA 1237654399164219640 222.900268358 58.9548243013 3 GALAXY 246359626223888 0 0 268435456 16.2135 15.1842 14.7287 14.4799 14.4513 0.210223 0.0882673 0.121128 0.342634 0.959964 0.210223 0.0882673 0.121128 0.342634 0.959964 0.0548832 0.0403825 0.0292888 0.0222088 0.0157463 21.9276 21.6504 21.613 22.3322 22.6891 1.83095 1.75025 1.74511 1.68808 2.96916 1.66173 0.24476 0.248078 1.5542 -1000.0 0.337506 2.09944 0.401679 0.583806 0.431972 0.961352 0.705991 3.33649 0.134463 73.1454 0.05 0.0764256 0.0824584 0.176216 0.258864 22.001 0.520797 21.6971 0.15291 21.6421 0.189304 22.257 0.436593 22.707 0.922095 22.1033 0.293623 21.837 0.128953 21.7961 0.222059 22.5285 0.463727 22.712 5.07529 21.1163 0.107122 20.2019 0.0270996 19.7614 0.0320023 19.5866 0.0380276 19.4949 0.159366 0.0 0.0 0.0 0.0 1.0 -0.0389645 -0.174367 -0.0410459 -0.0748844 -0.0336627 -0.0888288 0.0331918 -0.108366 -15.2944 -24.5698 0.0629588 0.531296 157.596 0.060991 0.591963 160.692 0.0647532 0.605801 162.538 0.298209 0.799616 149.101 0.356118 0.0840602 140.143 20.6099 0.0466588 21.6421 0.189304 nan 0.952501 1.6271 21.7996 22.5492279537 23.6893571698 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00735609 -1.0 0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 222.824 58.9781 33.4978 2142.61 9.206 165707 0 2.73418185588 26.6421797248 19647 1 0.197824850456 0.140467439147 -1 NSA sdss 4 1.23765439916e+18 NSA 1237663277925204111 354.195229736 0.62342377148 3 GALAXY 193514315059288 0 0 268435456 17.2096 16.1591 15.7093 15.4802 15.3143 0.0332091 0.0065437 0.0117326 0.0288206 0.0260572 0.0332091 0.0065437 0.0117326 0.0288206 0.0260572 0.17593 0.129448 0.0938862 0.0711911 0.0504754 17.4327 16.3483 15.9147 15.7823 15.6964 19.6363 19.9971 20.4682 19.2061 17.2435 1.39175 0.348307 0.430858 9.68542 8.90673 26.8261 3.43616 29.6696 0.511033 28.0882 1.22865 23.8191 2.07604 29.6746 1.12772 0.552452 0.732989 0.736646 0.693684 0.783456 17.3208 0.0328345 16.4122 0.00662894 16.0086 0.0117326 15.8685 0.0286715 15.788 0.025914 21.1822 0.0792113 20.539 0.0914372 20.4745 0.221568 20.759 0.391027 20.0538 0.314924 20.715 0.0565932 20.1267 0.0730835 19.7495 0.172945 19.6649 0.239339 19.5539 0.220719 0.697009 0.0546467 0.0 0.0 0.0 -0.0606216 -0.0243309 -0.0678425 -0.0194522 -0.0648828 -0.0169603 -0.0680197 -0.0122782 -0.11418 -0.0100415 0.539726 9.53908 116.834 0.660911 11.3093 121.072 0.755666 10.4549 129.287 0.745519 10.1142 134.738 0.62908 10.8376 118.437 20.5387 0.238487 16.0086 0.0117326 nan 9.4994 18.4506 16.0004 23.1006695397 22.8843792421 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.008825 -1.0 0 0.027516 0.020467 -1.0 -1.0 -1.0 -1.0 354.131 0.297265 34.7674 2556.76 9.3 61945 0 AnaK 19.9450255233 201.711422154 5538 1 0.851503052705 0.982634195869 -1 MMT /Spectra/Final/MMT/spHect-2014.1123_4.zlog 4 133.0 MMT 1237666408439939282 354.350599991 0.390802769345 3 GALAXY 105622137868560 0 0 268435456 15.1358 14.2132 13.7674 13.5022 13.3059 0.637764 0.256827 0.23078 0.204547 0.663073 0.637764 0.256827 0.23078 0.204547 0.663073 0.198159 0.145803 0.105749 0.080186 0.0568529 25.5859 23.2043 22.6819 22.2968 22.77 2.96947 1.10608 1.01528 1.09387 2.96944 -1000.0 0.920549 0.2037 0.263809 -1000.0 1.46939e-05 0.736064 0.00227931 5.28588 0.140282 2.08994 0.243399 1.589 9.69633e-05 0.0 0.05 0.678691 0.402311 0.445205 0.221564 25.7786 1.89505 23.4055 0.937787 22.7877 0.930622 22.2796 0.890513 22.8269 2.76739 25.8145 0.864015 23.4131 0.32647 22.8832 0.306443 22.5238 0.294845 22.827 0.978495 22.5494 1.0401 20.8082 0.0441761 20.2414 0.0427232 19.9283 0.0472968 19.8821 0.203089 0.0 1.0 0.0 0.0 1.0 0.272005 1.10971 0.0361724 0.0160089 0.0210821 -0.000634836 0.0354403 -0.00163676 -2.3935 0.0258882 0.0504574 4.94051e-07 130.675 0.704317 0.00453047 59.3902 0.533418 0.214349 140.678 0.545466 0.327764 165.426 0.0821784 4.84968e-05 63.8694 21.0891 0.0622125 22.7877 0.930622 nan 0.553129 0.924279 22.961 21.4387517213 23.67053752 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00887051 -1.0 0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 354.131 0.297265 34.7674 2556.76 9.3 61945 0 AnaK 14.3221211837 144.845303859 5541 1 0.000263271071052 6.53194673696e-05 -1 NSA sdss 4 1.23766640844e+18 NSA 1237653613184680084 139.44430792 53.2935206629 3 GALAXY 105555565871120 0 0 268435456 16.6658 15.7208 15.4323 15.2741 15.1524 0.224526 0.0267989 0.027004 0.0319874 0.125845 0.224526 0.0267989 0.027004 0.0319874 0.125845 0.079182 0.0582614 0.042256 0.0320415 0.0227178 21.855 20.2264 19.8335 19.6385 19.7003 1.68306 1.59926 1.62416 1.52557 1.60032 1.5113 0.0503589 0.0521055 0.071807 0.453671 0.36649 2.05729 0.236029 0.065414 0.23625 0.0549392 0.317591 0.0937302 0.52313 1.13303 0.259253 0.668257 0.819082 0.823623 0.847132 21.9067 0.781104 20.2957 0.0267861 19.8758 0.027004 19.6106 0.0338507 19.5537 0.237065 22.0595 0.322107 20.4211 0.086609 20.0201 0.0889908 19.8619 0.0850723 19.9473 0.165663 20.7537 0.0978331 19.6555 0.0420921 19.3308 0.0427019 19.127 0.0439952 19.0318 0.081404 0.0 0.0 0.0 0.0 0.0 -0.0275073 -0.00578819 -0.00171337 -0.00332499 0.0108761 0.00965585 0.0183231 0.0196789 0.0410074 0.019253 0.370165 0.534264 -7.79206 0.744048 0.3789 104.479 0.877404 0.379294 121.647 0.885477 0.472141 -23.7637 0.935289 0.588303 -0.700703 20.1955 0.0631348 19.8758 0.027004 nan 0.845911 1.37723 20.0937 19.7661037933 21.7258138691 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00754025 -1.0 0 0.039673 0.02271 -1.0 -1.0 -1.0 -1.0 139.416 52.993 36.2141 2274.04 9.406 16235 0 18.0292303883 189.923633914 16265 1 0.0019841566844 0.000394144689139 -1 NSA sdss 4 1.23765361318e+18 NSA 1237654382515388427 139.189595559 53.4429759655 3 GALAXY 35221147877392 0 0 268435456 15.5164 14.7015 14.473 14.427 14.2914 0.0053826 0.00228078 0.00225714 0.00237891 0.00471555 0.0053826 0.00228078 0.00225714 0.00237891 0.00471555 0.107488 0.0790884 0.0573615 0.0434955 0.0308389 15.9019 15.0013 14.7184 14.6278 14.5515 5.89147 6.68506 7.45339 7.93435 7.24157 0.301966 0.299628 0.258699 0.2574 0.211361 4.05203 0.09561 4.39775 0.0272571 5.37999 0.0333996 6.46851 0.0416386 7.12012 0.138939 0.537946 0.616781 0.63965 0.651147 0.617887 15.9313 0.00524741 15.0413 0.0022709 14.697 0.00227094 14.5139 0.00239248 14.4299 0.00483326 17.3698 0.0202814 16.7577 0.0144343 16.6371 0.0178261 16.6176 0.014728 16.4722 0.0157453 17.5177 0.0129414 16.7524 0.00562665 16.5957 0.00503166 16.5518 0.00412867 16.4493 0.00837047 0.732036 0.559755 0.504387 0.524038 0.442977 0.00951311 0.132904 -0.0151261 0.122054 -0.0269645 0.106391 -0.0436789 0.0938986 -0.0491651 0.0864963 0.588776 2.69154 4.3085 0.63554 3.23314 8.73973 0.628071 3.69859 11.9785 0.637062 3.77951 14.5626 0.665896 3.28135 14.0042 17.334 0.00671326 14.7758 0.00225714 nan 3.30542 8.91551 14.7426 19.6114435252 19.3342176872 15.876 0.137 13.989 9999.0 14.014 9999.0 0.00746484 5.01368e-06 0 0.015298 0.007979 -1.0 -1.0 -1.0 -1.0 139.416 52.993 36.2141 2274.04 9.406 16235 0 28.1948290554 297.008180106 157152 1 0.693869512461 0.890871064006 -1 NSA sdss 4 1.23765438252e+18 NSA 1237653612647678107 139.49713703 52.7427116605 3 GALAXY 105656464052312 0 0 268435456 15.9736 14.8912 14.4537 14.2214 14.0957 0.0149247 0.00332935 0.00335232 0.00394758 0.0118248 0.0149247 0.00332935 0.00335232 0.00394758 0.0118248 0.0700311 0.0515282 0.0373726 0.0283385 0.0200923 16.3897 15.0769 14.6336 14.3843 14.305 19.8463 24.4874 23.7626 23.2343 20.3614 1.00869 1.96718 2.17022 1.82488 1.39401 29.6691 1.39908 29.6811 0.204404 29.6806 0.519559 29.6909 0.807684 29.6769 1.41787 0.503872 0.532021 0.501362 0.530124 0.492683 16.4666 0.0149241 15.0965 0.00332673 14.671 0.00335232 14.4141 0.00394777 14.3644 0.0118063 20.2212 0.0698294 19.3131 0.0166888 18.7949 0.0219506 18.5116 0.0242411 18.5845 0.03897 20.5047 0.0685074 19.2191 0.0120617 18.7225 0.00962553 18.4587 0.0104538 18.2787 0.0303292 0.0 0.0 0.0 0.0 0.0 -0.261544 -0.00132623 -0.258105 -0.00814401 -0.262315 -0.00958174 -0.256495 -0.0125349 -0.290762 -0.0151937 0.383497 15.8793 71.9599 0.390633 16.3734 70.2695 0.383483 15.9691 70.5642 0.37952 16.0024 70.806 0.35889 15.6147 70.397 19.5716 0.0140277 14.671 0.00335232 nan 10.4718 23.3738 14.7451 22.6828336855 21.8406624612 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00784852 1.10209e-05 0 0.047748 0.017598 -1.0 -1.0 -1.0 -1.0 139.416 52.993 36.2141 2274.04 9.406 16235 0 15.3071601868 161.248990967 16242 1 0.940757700779 1.0 -1 NSA sdss 4 1.23765361265e+18 NSA 1237661125075534003 126.640716474 25.4997595504 3 GALAXY 105622104313872 0 0 268435456 18.185 17.1178 16.5835 16.3224 16.0867 0.0332666 0.00581444 0.00501225 0.00574343 0.0147425 0.0332666 0.00581444 0.00501225 0.00574343 0.0147425 0.364309 0.268055 0.194416 0.14742 0.104522 18.2515 16.963 16.478 16.2517 16.0628 5.04742 6.46167 6.67976 6.73671 6.53426 0.268449 0.049653 0.0819091 0.0644178 0.276713 5.43959 0.819811 7.06566 0.176707 7.5012 0.181283 7.66475 0.217449 7.9397 0.50487 0.763938 0.818639 0.867224 0.883137 0.865059 18.8036 0.0326758 17.2452 0.0058113 16.6724 0.00501225 16.397 0.00574308 16.1835 0.0151749 20.433 0.0609566 19.2309 0.0262299 18.7703 0.0158858 18.5844 0.0175161 18.3397 0.0336448 20.347 0.0531919 19.2205 0.0105545 18.6553 0.00928507 18.3846 0.00945008 18.1249 0.0243639 0.0 0.0 0.0 0.0 0.0412713 0.0432781 -0.0515824 0.0283014 -0.0813121 0.0248595 -0.0588712 0.00749005 -0.051776 0.0225661 -0.0513488 0.779892 2.5997 101.528 0.808751 3.25047 105.694 0.861897 3.2161 104.165 0.88298 3.18158 103.811 0.845169 3.06116 104.771 19.4299 0.0128902 16.6724 0.00501225 nan 3.1929 6.86973 16.6864 21.2044795697 21.2028040856 16.259 0.1 15.699 0.14 14.673 9999.0 0.00716572 7.7584e-06 0 0.039095 0.018653 -1.0 -1.0 -1.0 -1.0 126.784 25.9703 31.2649 2046.0 9.113 135129 0 29.2745170142 266.236534052 64412 1 0.626557743763 0.818324552517 -1 NSA sdss 4 1.23766112508e+18 NSA 1237661086420828410 127.324917502 25.75292055 3 GALAXY 35253360136208 0 0 268435456 19.3754 17.527 16.5198 16.0815 15.7382 0.111606 0.0103422 0.00671082 0.00662079 0.0158038 0.111606 0.0103422 0.00671082 0.00662079 0.0158038 0.350072 0.25758 0.186818 0.141659 0.100438 20.0666 18.1232 17.1742 16.7807 16.4497 5.50714 5.31974 4.97225 4.77441 5.15983 0.89061 0.193461 0.124712 0.124854 0.283904 3.36141 1.68143 3.2956 0.209242 2.65754 0.0685471 2.37804 0.0780534 2.64707 0.17724 0.593538 0.825932 0.747027 0.776946 0.72249 20.305 0.109772 18.2476 0.0103606 17.3611 0.00671082 16.9758 0.00662871 16.5937 0.0158779 21.6438 0.123804 19.7921 0.0359467 18.8301 0.0251186 18.3735 0.0242589 18.0282 0.0294625 21.7998 0.145702 19.8253 0.0128336 18.7553 0.00908714 18.322 0.00717184 17.967 0.0218295 1.0 0.909345 1.0 0.971884 0.905625 -0.137649 0.152404 0.0527519 -0.0305264 0.0492988 -0.0438024 0.0420855 -0.0323158 0.0582966 -0.0544224 0.686685 1.90159 43.2734 0.780872 1.84894 126.343 0.731711 1.56334 125.319 0.787445 1.35967 123.967 0.691267 1.49743 125.647 19.398 0.0115598 17.7346 0.00687765 nan 2.11727 5.77226 17.4862 20.7002647982 21.1105029971 16.079 0.095 15.41 0.105 14.936 0.115 0.0071921 -1.0 0 0.103711 0.012366 -1.0 -1.0 -1.0 -1.0 126.784 25.9703 31.2649 2046.0 9.113 135129 0 31.9841501435 290.87855971 64408 1 2.58096543996e-09 0.0 -1 NSA sdss 4 1.23766108642e+18 NSA 1237661125612535982 126.619903167 26.0745799775 3 GALAXY 35255507615760 0 0 268435456 18.8041 17.3997 16.7117 16.3751 16.144 0.0636112 0.00893285 0.00855876 0.00960689 0.0475306 0.0636112 0.00893285 0.00855876 0.00960689 0.0475306 0.343104 0.252453 0.1831 0.138839 0.0984386 18.5416 17.0884 16.4926 16.2062 16.1784 10.0718 12.1774 12.4238 12.4105 9.21628 0.614766 0.465895 0.364865 0.409515 0.358909 23.821 5.70565 18.9665 0.780465 19.1218 0.532234 20.0921 0.658613 15.3479 2.74462 0.601482 0.599807 0.632359 0.607123 0.555836 18.9111 0.0644264 17.3762 0.00897359 16.6631 0.00861482 16.2934 0.00977722 16.3595 0.0470643 21.7541 0.154086 20.2066 0.0236109 19.7395 0.0243186 19.5868 0.0258441 19.3571 0.0680872 21.8485 0.161234 20.1862 0.0208777 19.5613 0.0178637 19.2281 0.0181578 19.0201 0.0551308 0.0165454 0.0119742 0.0159162 0.0453937 0.0 -0.181399 0.0224095 -0.176446 -0.00722817 -0.168713 -0.00683265 -0.174389 -0.0218731 -0.180611 -0.0290483 0.662414 6.0663 61.4232 0.61227 6.28697 62.1228 0.61605 6.68107 60.7181 0.589476 6.88936 60.3751 0.625014 5.64352 65.5217 20.3832 0.025241 16.6757 0.00855876 nan 5.6025 13.2055 16.6405 22.7953535512 22.3778595757 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00656569 5.88804e-05 0 0.077703 0.052864 -1.0 -1.0 -1.0 -1.0 126.784 25.9703 31.2649 2046.0 9.113 135129 0 10.8375422052 98.5628478887 64431 1 0.581906356417 0.719387926045 -1 NSA sdss 4 1.23766112561e+18 NSA 1237661125075665050 126.865163194 25.7243689745 3 GALAXY 105658611535960 0 0 268435456 16.3567 15.2971 14.8083 14.5475 14.3809 0.0234325 0.00418179 0.00413754 0.00597812 0.0146842 0.0234325 0.00418179 0.00413754 0.00597812 0.0146842 0.390267 0.287155 0.208269 0.157924 0.11197 16.6394 15.3673 14.9285 14.7673 14.6854 16.5699 22.5155 24.8423 21.8071 20.5028 0.776094 1.19945 2.66326 1.04356 0.840419 29.6683 1.88639 29.6754 0.351391 29.6667 0.77645 29.6689 1.0354 29.675 0.698682 0.380372 0.534764 0.566915 0.47635 0.507205 17.2226 0.0230366 15.6499 0.00418037 15.1367 0.00413754 14.9461 0.00596998 14.8723 0.0146526 20.7408 0.0768508 19.7048 0.0202655 19.275 0.0194083 19.3451 0.023564 18.9666 0.0514898 20.7263 0.0686938 19.6218 0.0139806 19.094 0.0136007 18.839 0.0149582 18.6847 0.038555 0.0 0.0 0.0 0.0 0.00101963 0.114716 -0.0346915 0.0923872 -0.0249053 0.0804949 -0.0253491 0.071447 -0.0271107 0.072191 -0.0286113 0.359088 12.8225 111.11 0.389147 15.5319 108.53 0.413859 14.9867 107.897 0.415216 14.3755 106.766 0.417412 13.6164 108.55 19.9293 0.0196837 15.1367 0.00413754 nan 9.9907 20.4205 15.2221 23.0107324704 22.2155221718 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00749128 6.1337e-06 0 0.045597 0.029211 -1.0 -1.0 -1.0 -1.0 126.784 25.9703 31.2649 2046.0 9.113 135129 0 15.392848684 139.991191557 64410 1 0.873759103013 0.988189751425 -1 NSA sdss 4 1.23766112508e+18 NSA 1237661125075861866 127.34030493 25.8856332187 3 GALAXY 105624251797520 0 0 268435456 17.8931 16.8105 16.3509 16.1365 15.8923 0.0406839 0.00896798 0.010468 0.0117596 0.0371324 0.0406839 0.00896798 0.010468 0.0117596 0.0371324 0.370734 0.272783 0.197845 0.15002 0.106366 17.8849 16.7511 16.426 16.2624 16.1267 14.0803 16.0505 15.3437 13.5453 13.0159 7.70974 1.01251 2.36666 1.09282 1.655 29.6692 4.16822 29.6728 0.630327 29.6705 1.65593 29.6711 0.671344 29.6645 2.37835 0.280691 0.361407 0.331615 0.30219 0.29992 18.1568 0.0405087 16.8521 0.00886461 16.6239 0.010468 16.4234 0.0117556 16.2566 0.0370604 21.4158 0.107202 20.4616 0.0251999 20.2035 0.0295528 19.8695 0.0310316 19.8124 0.0902921 21.4629 0.109871 20.382 0.020424 19.9044 0.0219146 19.6911 0.0241618 19.3919 0.0714099 0.0 0.0 0.0 0.0 0.0 -0.243836 -0.0611448 -0.201174 -0.051742 -0.20926 -0.0667809 -0.224872 -0.0610477 -0.238284 -0.0644596 0.279397 12.2263 84.4024 0.349987 12.181 84.3963 0.34296 10.235 84.8738 0.329091 10.2313 84.6726 0.313157 10.2296 83.6284 20.7364 0.0315838 16.6239 0.010468 nan 6.3119 12.3531 16.7048 23.6697683237 22.701038742 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00706299 1.87782e-05 0 0.030567 0.011746 -1.0 -1.0 -1.0 -1.0 126.784 25.9703 31.2649 2046.0 9.113 135129 0 30.4405359659 276.84059922 64407 1 0.621652329375 0.797576162976 -1 NSA sdss 4 1.23766112508e+18 NSA 1237655368744632621 155.66592215 58.0900769045 3 GALAXY 35255507619888 0 0 268435456 18.1088 17.2602 16.9617 16.7779 16.8152 0.0318773 0.00865825 0.0116869 0.0143658 0.0504644 0.0318773 0.00865825 0.0116869 0.0143658 0.0504644 0.0500261 0.0368087 0.0266968 0.0202434 0.0143528 18.3153 17.4147 17.1797 17.0181 16.9609 8.09863 9.57642 10.1302 10.7851 9.6585 0.938483 0.593751 0.604083 0.49888 0.866765 19.1752 2.31815 19.1161 0.612509 22.9234 1.23091 23.8143 1.37182 22.1677 5.17094 0.35321 0.370475 0.379092 0.420371 0.352961 18.4411 0.0323945 17.5031 0.00865351 17.2064 0.0116869 16.9953 0.0143518 16.9701 0.0521838 20.8103 0.06398 20.0821 0.0220376 20.0657 0.0269211 19.8806 0.0329196 19.8584 0.103907 20.879 0.0621806 20.1041 0.0173513 19.9364 0.0217418 19.8087 0.0290553 19.6882 0.098768 0.0546165 0.0 0.0 0.0 0.0 0.337432 0.0442225 0.272525 0.0527048 0.273914 0.0432047 0.254312 0.0318912 0.263629 0.034161 0.389009 6.18766 -19.0674 0.434478 6.49304 -18.1126 0.425633 6.89964 -17.9583 0.455078 7.01333 -17.2175 0.418459 6.97079 -15.4312 20.7577 0.031078 17.2064 0.0116869 nan 4.78958 10.7203 17.2472 23.396000288 22.6441662566 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00675755 5.85553e-06 0 0.036493 0.013534 -1.0 -1.0 -1.0 -1.0 154.888 58.2058 34.4951 2099.41 9.469 16559 0 25.6075439048 256.949297839 16544 1 0.577171762731 0.706973773618 -1 NSA sdss 4 1.23765536874e+18 NSA 1237654381982777375 154.228523279 58.394558724 3 GALAXY 1161121054724184 0 0 268435456 15.7027 14.9491 14.7996 14.7095 14.7008 0.0116545 0.00338663 0.00383601 0.00458371 0.0183108 0.0116545 0.00338663 0.00383601 0.00458371 0.0183108 0.0492185 0.0362145 0.0262658 0.0199166 0.0141211 16.2678 15.3373 15.1262 15.0205 15.2443 18.2447 23.0718 21.4317 22.2034 17.3019 0.673451 2.14628 1.45466 1.55369 0.554916 29.6714 1.27172 29.6742 0.266767 29.6734 0.710614 29.674 0.544587 29.6697 2.54586 0.574496 0.65075 0.703629 0.791788 0.637573 16.3339 0.0118528 15.3473 0.00341309 15.1411 0.00385898 15.0142 0.00458085 15.3825 0.0184029 19.8522 0.0464501 19.3812 0.025835 19.3349 0.0266619 19.4574 0.0365136 19.5265 0.0636252 19.8239 0.0352038 19.2142 0.0214475 19.0999 0.0198397 19.199 0.0229381 19.1258 0.0556786 0.142589 0.0595947 0.0355276 0.0 0.0575883 -0.145451 0.00719412 -0.120104 0.00890526 -0.111458 0.00929654 -0.102879 0.0093793 -0.141793 0.0168834 0.549937 13.4465 35.7284 0.499992 15.6295 30.1459 0.505991 15.3413 29.8997 0.528992 15.412 28.328 0.54996 12.6994 34.186 19.8805 0.0269105 15.1525 0.00383601 nan 10.7567 25.9381 15.1818 23.0772237238 22.3356177192 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00746523 -1.0 0 0.033301 0.041362 -1.0 -1.0 -1.0 -1.0 154.888 58.2058 34.4951 2099.41 9.469 16559 0 23.6164183441 236.970422511 16567 1 0.934783650748 1.0 -1 NSA sdss 4 1.23765438198e+18 NSA 1237654381982777687 154.300660995 58.5392741055 3 GALAXY 105555532321368 0 0 268435456 18.5376 17.7102 17.4582 17.3738 17.3917 0.0411633 0.009732 0.0122612 0.0165264 0.0531301 0.0411633 0.009732 0.0122612 0.0165264 0.0531301 0.0483243 0.0355565 0.0257886 0.0195547 0.0138645 18.5118 17.6441 17.4211 17.3075 17.3424 7.90489 9.45046 9.96037 9.65947 22.9486 0.766706 0.454416 0.413069 0.390776 1.45836 15.3519 2.2732 19.1247 0.681015 19.9777 0.936011 20.5993 1.35518 29.6687 7.49384 0.376179 0.417696 0.450004 0.450095 0.423683 18.707 0.0406958 17.7192 0.0097158 17.4468 0.0122612 17.3313 0.016522 17.2564 0.0529603 21.0796 0.0767127 20.5252 0.0289076 20.3916 0.0330139 20.4217 0.0425738 20.4987 0.132979 20.9373 0.0681592 20.2588 0.0225183 20.0833 0.0252898 20.0455 0.0290579 19.99 0.110548 0.0209734 0.0 0.0 0.0 0.0 -0.12473 0.133176 -0.178947 0.0665444 -0.160778 0.0599701 -0.165203 0.0797821 -0.260787 0.0912758 0.400006 5.64074 34.3992 0.44426 6.4434 37.9929 0.481337 6.56775 38.6094 0.47123 6.59417 36.8409 0.462135 7.26794 42.4106 20.9163 0.0364413 17.4468 0.0122612 nan 4.6359 9.56048 17.5112 23.5293768298 22.8373312519 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.007625 -1.0 0 0.036365 0.027461 -1.0 -1.0 -1.0 -1.0 154.888 58.2058 34.4951 2099.41 9.469 16559 0 27.2435409018 273.364762957 16572 1 0.000965519045438 0.000201704924368 -1 NSA sdss 4 1.23765438198e+18 NSA 1237661385996304558 219.746469375 51.1207294493 3 GALAXY 1161118907240464 0 0 268435456 16.2739 14.9401 14.1672 13.7726 13.4781 0.01229 0.00299554 0.0025278 0.00250468 0.0043339 0.01229 0.00299554 0.0025278 0.00250468 0.0043339 0.0918041 0.0675486 0.0489919 0.037149 0.0263391 16.3013 14.93 14.2152 13.8339 13.5704 32.5007 28.6351 27.3927 27.5291 23.6354 10.7959 6.69078 6.78224 6.6706 5.61223 29.6707 1.32139 29.6668 0.689916 29.6683 0.390709 29.6704 0.344739 29.6757 0.327495 0.310805 0.272998 0.290023 0.292361 0.221219 16.2047 0.0122126 14.9456 0.00301529 14.2451 0.00255124 13.8566 0.00252822 13.6261 0.00438636 20.2391 0.0426739 18.6957 0.0204522 18.1611 0.0121724 17.7114 0.0190451 17.2968 0.0222477 20.0652 0.0341115 18.5716 0.00643389 17.7882 0.00489462 17.3732 0.00458956 17.0529 0.00949204 0.0330692 0.128521 0.188184 0.232002 0.205618 -0.247824 0.049361 -0.23869 0.0549395 -0.245208 0.0599471 -0.23527 0.0582414 -0.245678 0.0603007 0.16326 23.2964 88.297 0.175382 19.5681 88.4036 0.179135 18.2818 88.4124 0.179559 17.8477 88.4096 0.173328 16.8425 88.3188 18.5611 0.00687529 14.2642 0.0025278 nan 11.6022 30.1789 14.2464 22.5696929853 21.5645481146 15.001 0.093 13.393 9999.0 13.186 9999.0 0.00734741 1.90168e-05 0 0.050267 0.020525 -1.0 -1.0 -1.0 -1.0 219.378 51.5619 33.578 2184.17 9.431 165316 0 29.8588089669 291.640585681 53401 1 0.664789585763 0.862527451112 -1 NSA sdss 4 1.237661386e+18 NSA 1237661416603910425 219.190054522 51.4603182194 3 GALAXY 35219000397912 0 0 268435456 16.4842 15.5695 15.2115 14.9816 14.9091 0.0148548 0.00353067 0.00427982 0.00567 0.0149917 0.0148548 0.00353067 0.00427982 0.00567 0.0149917 0.0553454 0.0407226 0.0295354 0.0223958 0.0158789 16.7142 15.7719 15.4235 15.251 15.1261 16.5922 18.5848 19.2419 18.0837 19.0548 0.916015 0.462223 0.502823 0.209168 0.854855 25.769 1.47312 23.826 0.268994 26.416 0.408838 26.142 0.537933 29.6733 1.42819 0.449978 0.665655 0.71787 0.756545 0.734676 16.7927 0.0152026 15.7356 0.00364359 15.371 0.00442707 15.2208 0.00581058 15.0899 0.0153633 19.7721 0.0389595 19.0812 0.0239487 19.1432 0.0227528 19.0734 0.0292546 18.8506 0.046295 19.9108 0.0349197 19.083 0.00912351 18.8289 0.0120859 18.6706 0.0160515 18.582 0.0364531 0.167559 0.156484 0.0986585 0.0613139 0.0443098 -0.210879 -0.0417524 -0.139909 -0.0235069 -0.125238 -0.0173254 -0.0948538 -0.0144265 -0.10114 -0.00980445 0.466432 8.71964 120.442 0.625541 8.91088 117.323 0.683852 8.97287 116.9 0.737528 8.69893 114.876 0.699494 8.93505 113.981 19.6664 0.0175806 15.4531 0.00427982 nan 8.22979 18.8973 15.3909 22.2131847581 21.963247753 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0078426 7.41597e-06 0 0.02443 0.008721 -1.0 -1.0 -1.0 -1.0 219.378 51.5619 33.578 2184.17 9.431 165316 0 9.29735359929 90.8112724418 53422 1 0.682822370786 0.887748097188 -1 NSA sdss 4 1.2376614166e+18 NSA 1237661416603975998 219.422236629 51.4573597124 3 GALAXY 1161118907240792 0 0 268435456 18.2185 17.362 17.0581 16.7373 17.1395 0.0516653 0.0119501 0.0119401 0.0204845 0.0658386 0.0516653 0.0119501 0.0119401 0.0204845 0.0658386 0.0593883 0.0436974 0.031693 0.0240318 0.0170389 18.3433 17.3623 17.091 16.9813 17.0313 27.9202 14.7743 14.0185 13.9105 12.3449 -1000.0 0.745001 0.918336 0.632386 7.03076 24.8521 5.1198 29.67 0.605304 29.6674 2.17118 29.67 2.56336 29.6737 3.71673 0.450017 0.452521 0.426134 0.463031 0.359644 18.1542 0.053245 17.3674 0.0119238 17.1227 0.0119401 16.9983 0.0204721 17.1926 0.06549 20.9214 0.0782221 21.0013 0.0348452 20.7192 0.0374862 20.6595 0.0554374 20.2197 0.134008 21.8376 0.158515 20.8963 0.0297843 20.5136 0.0314866 20.3904 0.047907 20.2204 0.125176 0.470677 0.0 0.0 0.0 0.0 -0.0444235 -0.110984 -0.0699825 -0.0814082 -0.0870474 -0.0760725 -0.0804063 -0.0724967 -0.133558 -0.0743927 0.5 8.29469 163.296 0.466608 10.2322 153.782 0.42386 10.2323 152.151 0.462533 9.80962 152.216 0.400112 8.99078 156.244 21.2922 0.0412377 17.1227 0.0119401 nan 6.23428 12.3422 17.2643 24.1680487226 23.2337182696 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00692239 1.48419e-05 0 0.024399 0.027916 -1.0 -1.0 -1.0 -1.0 219.378 51.5619 33.578 2184.17 9.431 165316 0 6.4864122566 63.3556326403 53405 1 0.627598847146 0.818324552517 -1 NSA sdss 4 1.2376614166e+18 NSA 1237661386533175309 219.969004509 51.4346141811 3 GALAXY 105622104309848 0 0 268435456 17.6419 16.594 16.2219 16.0006 15.909 0.0211033 0.00500522 0.0072348 0.00632027 0.0173404 0.0211033 0.00500522 0.0072348 0.00632027 0.0173404 0.0735295 0.0541023 0.0392395 0.0297541 0.0210961 17.669 16.6136 16.2818 16.0895 15.9703 8.47011 10.1434 8.69926 9.67301 9.10431 1.56911 5.80283 5.02639 5.40042 5.09581 15.7486 1.23233 16.5922 0.314533 14.0542 0.385947 15.8604 0.326024 16.2323 1.05794 0.256759 0.275968 0.301889 0.326158 0.327402 17.7349 0.0210929 16.5806 0.00503907 16.3207 0.00723598 16.0561 0.00642962 15.9897 0.0177835 20.2261 0.0913924 19.1338 0.227704 19.0215 0.593719 18.9178 0.61427 18.7016 0.553493 20.0529 0.0877576 19.0176 0.220008 18.6161 0.470989 18.4084 0.458573 18.2925 0.467328 0.0 0.0390057 0.000765389 0.0704905 0.0 -0.357335 -0.0154293 -0.369466 -0.0413106 -0.37124 -0.04472 -0.329478 -0.0360798 -0.315916 -0.0366128 0.300004 6.27787 124.017 0.302423 6.74232 123.586 0.33638 5.89532 124.819 0.356755 5.92325 124.286 0.353088 5.81414 125.127 19.4026 0.635796 16.321 0.00723479 nan 4.0559 10.6539 16.3277 22.169008274 21.3636059276 16.501 0.164 15.17 9999.0 14.827 9999.0 0.00733604 9.07693e-06 0 0.035857 0.011361 -1.0 -1.0 -1.0 -1.0 219.378 51.5619 33.578 2184.17 9.431 165316 0 23.3590314058 228.15628179 53402 1 0.566610702571 0.693675901277 -1 NSA sdss 4 1.23766138653e+18 NSA 1237657222560743657 164.087037522 56.7597565956 3 GALAXY 72163216142242064 0 0 268435456 16.6405 15.5578 15.0552 14.8056 14.6972 0.0307025 0.00511224 0.00532864 0.00763197 0.0355089 0.0307025 0.00511224 0.00532864 0.00763197 0.0355089 0.0471298 0.0346777 0.0251511 0.0190714 0.0135218 17.0636 15.6841 15.1687 14.9488 14.8809 68.3199 26.4647 25.7802 25.6986 24.5713 -1000.0 1.95998 1.73238 1.63559 1.2243 29.6721 6.14943 29.6785 1.09008 29.6718 1.02871 29.6841 0.390674 29.681 5.03925 0.485969 0.540554 0.59721 0.497691 0.432974 17.3116 0.0304007 15.6949 0.00511029 15.1938 0.00532864 14.987 0.00763849 14.9283 0.0353199 21.6042 0.174101 20.2173 0.0271339 19.7217 0.0294689 19.7312 0.0357996 19.6898 0.0748071 21.4618 0.160064 20.0811 0.0175126 19.4987 0.0188319 19.2503 0.0247312 19.1005 0.0509184 0.0 0.0 0.0 0.0 0.0 0.016256 0.0320017 0.0139325 0.0212911 0.00363552 0.0246046 -0.0100728 0.024431 -0.0114537 0.0219609 0.349902 16.0222 28.3684 0.331654 20.3873 25.0987 0.342885 19.8094 27.1987 0.323379 19.2577 29.0492 0.33797 17.9042 29.498 20.326 0.0263579 15.1938 0.00532864 nan 11.7515 23.7972 15.3514 23.6736404099 22.6973043836 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00615104 8.00867e-05 0 0.05914 0.038211 -1.0 -1.0 -1.0 -1.0 164.006 57.1171 31.484 1818.0 9.327 138375 0 21.6145476305 197.951733898 34577 1 0.805850511269 0.966691119438 -1 NSA sdss 4 1.23765722256e+18 NSA 1237657772324421810 163.46139867 56.7582082199 3 GALAXY 1161118907236440 0 0 268435456 17.7747 17.0078 16.8056 16.8021 16.7265 0.0219037 0.00506002 0.00578141 0.00991571 0.0411008 0.0219037 0.00506002 0.00578141 0.00991571 0.0411008 0.0562043 0.0413546 0.0299938 0.0227434 0.0161253 17.8229 17.0108 16.7972 16.635 16.6237 6.4648 8.15899 8.88152 9.26338 8.18152 0.471049 0.663064 0.616471 0.566659 1.12606 7.59613 0.691657 9.28337 0.170227 12.3687 0.265231 15.2877 0.695482 13.6118 2.06109 0.308026 0.402285 0.419728 0.449958 0.414847 17.8069 0.0213337 17.0309 0.00512932 16.7124 0.00594874 16.5993 0.00988173 16.6199 0.0448013 19.5681 0.036009 19.1139 0.027318 19.1019 0.0319081 19.5125 0.034145 19.2815 0.0637876 19.712 0.0324168 19.0826 0.00842892 18.9666 0.00922702 19.0541 0.0177121 18.9183 0.0535488 0.713985 0.191115 0.182634 0.0 0.0 -0.103351 0.183604 -0.0894232 0.144085 -0.081405 0.133748 -0.0824788 0.135677 -0.0648711 0.135026 0.348565 3.70402 41.7501 0.414775 4.56435 37.6763 0.434149 4.99655 35.4886 0.471488 5.25893 32.2171 0.448315 5.09339 33.2173 19.7064 0.0122885 16.8272 0.00578141 nan 4.05111 9.14432 16.7726 22.3160029461 21.8058734866 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0065752 -1.0 0 0.047885 0.024041 -1.0 -1.0 -1.0 -1.0 164.006 57.1171 31.484 1818.0 9.327 138375 0 27.9561373302 256.028551633 34573 1 0.552236053982 0.656039496015 -1 NSA sdss 4 1.23765777232e+18 NSA 1237661356465979574 169.611132968 45.6898826245 3 GALAXY 68987912704 0 0 268435456 18.178 17.4683 17.1922 16.9491 16.8764 0.0264157 0.00708901 0.00739136 0.00877426 0.0266253 0.0264157 0.00708901 0.00739136 0.00877426 0.0266253 0.0710977 0.052313 0.0379417 0.0287701 0.0203983 18.119 17.3884 17.0934 16.9036 16.811 13.9023 7.16701 7.40352 7.4621 7.13262 5.49617 0.224655 0.23918 0.257224 0.713686 2.1767 0.248123 3.38221 0.0933274 5.00254 0.206938 5.53039 0.218811 5.88156 0.807813 0.842078 0.813794 0.763031 0.761867 0.777899 18.6469 0.0257914 17.6548 0.00704308 17.1818 0.00745686 16.8942 0.00884268 16.7708 0.0269916 19.7812 0.0347304 19.1816 0.0194812 19.0016 0.0228147 18.9889 0.025269 18.9056 0.038907 19.9184 0.0329077 19.2533 0.00941387 19.0391 0.0103338 18.8738 0.0125479 18.7794 0.0384364 1.0 1.0 0.870805 0.899565 0.821352 0.0076716 0.0178523 -0.0316365 0.0216266 -0.0408544 0.0442733 -0.0547103 0.046879 -0.0512976 0.0155338 0.839261 1.2296 15.8352 0.819415 1.8844 59.5351 0.775148 2.4315 50.5847 0.780081 2.42698 56.0288 0.787423 2.45864 62.0304 19.7126 0.0134563 17.6009 0.00754975 nan 3.06513 7.61217 17.4065 21.5257248199 21.8342336212 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00754084 9.67031e-06 0 0.075222 0.031824 -1.0 -1.0 -1.0 -1.0 169.589 45.7482 36.0711 2327.26 9.629 159593 0 3.61713151341 37.9533156915 59968 1 0.519315429653 0.593463738663 -1 NSA sdss 4 1.23766135647e+18 NSA 1237664337178656887 175.138189045 36.3014420467 3 GALAXY 35253360136208 0 0 268435456 16.1064 15.3156 15.0537 14.8668 14.8864 0.00675012 0.00253503 0.00248765 0.00268074 0.00550625 0.00675012 0.00253503 0.00248765 0.00268074 0.00550625 0.0967095 0.0711579 0.0516097 0.039134 0.0277465 16.0653 15.2881 14.9306 14.791 14.7225 4.29858 5.3457 6.72709 7.41509 6.2613 0.165097 0.0787267 0.0918847 0.0817834 0.131421 2.41218 0.0632313 3.13642 0.0275098 4.1977 0.0291303 5.11529 0.0489076 5.26149 0.104986 0.698348 0.845179 0.874216 0.868613 0.819506 16.4124 0.00653842 15.5115 0.00252885 15.0478 0.00251119 14.8132 0.00270891 14.7883 0.0056031 17.5859 0.0178681 17.1054 0.0182395 16.8636 0.0138716 16.7967 0.0126837 16.955 0.0217207 17.7391 0.00865198 17.0268 0.00257427 16.8344 0.00261746 16.7446 0.00295421 16.6084 0.00777736 0.99804 0.721725 0.717649 0.691789 0.569038 0.110546 0.0287835 0.0725404 0.0155934 0.0640243 0.0150508 0.0539218 0.0095894 0.0514526 0.0152947 0.665395 1.87567 -2.81487 0.820141 2.39548 3.08609 0.823556 2.85754 -0.276475 0.834132 2.87453 -2.25851 0.828352 2.42461 -2.30512 17.5432 0.00355615 15.2347 0.002544 nan 3.00247 8.85519 15.1392 19.5101592965 19.5220773347 14.831 0.054 14.403 0.07 14.316 0.08 0.00452218 4.90305e-06 0 0.081165 0.051058 -1.0 -1.0 -1.0 -1.0 175.328 36.5468 24.6947 1465.0 8.857 140065 0 17.3397321273 124.557652401 89231 1 0.613078919167 0.787240420742 -1 NSA sdss 4 1.23766433718e+18 NSA 1237664337178788133 175.563531091 36.2980602831 3 GALAXY 105622137733208 0 0 268435456 18.3103 17.3519 17.0066 16.6657 16.6971 0.216618 0.118535 0.180281 0.197141 0.723844 0.216618 0.118535 0.180281 0.197141 0.723844 0.0943027 0.069387 0.0503252 0.0381601 0.027056 22.1403 22.3718 22.2103 21.9348 22.7755 1.55861 1.52655 1.55302 1.5262 0.674857 0.304761 0.217325 0.295551 0.327641 0.238354 0.287834 1.61724 0.294085 0.519152 0.236273 1.45102 0.31401 1.79268 0.0427931 220.845 0.05 0.206997 0.681292 0.288203 0.578539 22.2458 0.4058 22.4468 0.257024 22.2606 0.722022 21.9787 0.718815 22.8177 5.183 22.2886 0.22739 22.5932 0.164694 22.3974 0.232496 22.152 0.23899 22.8304 0.836933 21.9774 0.188703 21.5898 0.0747299 21.2777 0.0860818 21.2412 0.122903 20.9491 0.39159 1.0 0.0 0.0 0.0 0.0 0.0407523 0.111773 -0.0681097 -0.00436986 0.0243384 -0.0217834 0.0793985 -0.106561 -0.145641 0.119391 0.0608827 0.413605 129.204 0.270238 0.453254 96.0956 0.749857 0.379026 159.104 0.323366 0.458423 149.353 0.746803 0.0436463 6.83858 22.1127 0.123281 22.2606 0.722022 nan 0.811281 1.31041 22.47 22.1494026185 24.011259801 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00470981 -1.0 0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 175.328 36.5468 24.6947 1465.0 8.857 140065 0 18.746034364 134.659540527 89238 1 0.00795816282779 0.00319258887589 -1 NSA sdss 4 1.23766433718e+18 NSA 1237664337715593333 175.28656089 36.833855867 3 GALAXY 105587744575576 0 0 268435456 17.3293 16.409 16.071 15.9102 15.726 0.0276183 0.00502758 0.00632522 0.00857481 0.0269895 0.0276183 0.00502758 0.00632522 0.00857481 0.0269895 0.0925616 0.068106 0.0493961 0.0374556 0.0265565 17.9563 16.6936 16.318 16.2387 16.1601 6.75716 13.0039 12.8307 11.2962 11.5091 0.432848 1.34608 1.13913 0.747269 1.08052 9.04669 0.888692 21.166 0.406365 22.6026 0.602457 20.014 0.633449 22.7138 2.74804 0.460265 0.409071 0.416444 0.443993 0.450099 18.2424 0.0264481 16.6714 0.00518076 16.3429 0.00639967 16.3204 0.00856752 16.2411 0.0277995 20.3527 0.0515221 19.7315 0.019849 19.3842 0.0202974 19.3661 0.0239186 19.494 0.0696425 20.2526 0.0435927 19.4725 0.010448 19.2112 0.0126912 19.1718 0.0179202 18.9487 0.0455685 0.443511 0.132377 0.0316995 0.0 0.0 -0.242646 0.0549526 -0.257394 0.0228385 -0.251182 0.0176272 -0.262711 0.0181207 -0.234159 0.0461302 0.52055 4.00235 71.6151 0.426657 7.84018 77.9279 0.45968 7.62996 76.2326 0.463756 7.17787 75.8676 0.492565 6.9557 77.9803 20.0233 0.0180825 16.3674 0.00632522 nan 5.81048 14.8849 16.3514 22.7754642957 22.1679047779 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00521491 4.2611e-06 0 0.024179 0.019397 -1.0 -1.0 -1.0 -1.0 175.328 36.5468 24.6947 1465.0 8.857 140065 0 17.3354822598 124.527124303 89247 1 0.717522989108 0.920132632891 -1 NSA sdss 4 1.23766433772e+18 NSA 1237664338780029261 149.687168865 32.7202654623 3 GALAXY 140954719879496 0 0 268435456 23.2605 21.129 20.6923 20.5158 20.9515 1.28666 0.0963448 0.103341 0.163678 0.809637 1.28666 0.0963448 0.103341 0.163678 0.809637 0.0716136 0.0526926 0.0382171 0.0289788 0.0205464 23.1889 21.0763 20.6541 20.4868 20.931 2.97054 2.96966 2.97052 3.01507 2.97092 -1000.0 -1000.0 -1000.0 0.245671 -1000.0 0.0621855 10.5916 6.37373 2.60696 7.82645 4.80234 1.01286 1.20302 2.58529 10.6079 0.980254 0.57148 0.250008 0.271985 0.165852 23.77 0.722813 21.0994 0.0928087 20.6775 0.103741 21.0194 0.157523 20.987 0.692705 23.7512 1.57993 22.7244 0.137 22.4141 0.149041 21.4561 0.134165 22.4519 0.72529 24.1814 0.898936 22.6503 0.132222 22.283 0.154798 21.7122 0.161038 22.2792 0.701675 0.0 0.0 0.0367419 1.0 0.0 0.179925 0.222624 0.0454472 -0.0705241 0.130594 -0.0993337 0.0396096 -0.0226019 0.0878009 -0.441671 0.984256 0.0736848 24.8054 0.678882 2.65692 126.038 0.300197 3.75416 134.799 0.318421 1.01407 -12.9386 0.251038 3.06488 154.126 22.9894 0.193419 20.6923 0.103341 nan 2.20775 4.60116 20.8596 25.56033787 24.574793298 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.004987 -1.0 -1 0.120092 0.120961 -1.0 -1.0 -1.0 -1.0 149.588 32.3699 25.1343 1451.33 8.899 85746 0 MobyDick 21.6120163628 158.010278529 -1 1 8.64522350574e-09 0.0 -1 MMT /Spectra/Final/MMT/spHect-2015.0218_2.zlog 3 234.0 MMT 1237659131671347468 214.803549461 50.4409042279 3 GALAXY 35259802451984 0 0 268435456 19.0495 17.9899 17.5895 17.3057 17.3337 0.0699053 0.0119367 0.0141481 0.0240759 0.0468386 0.0699053 0.0119367 0.0141481 0.0240759 0.0468386 0.0924757 0.0680428 0.0493503 0.0374208 0.0265318 18.9086 17.7839 17.4402 17.3008 17.1322 9.63331 9.96633 10.7307 9.60275 7.88652 9.45588 0.704736 0.770668 0.731189 0.929252 19.127 5.00566 19.3194 0.855363 19.8653 1.04339 18.6355 1.9646 16.1184 3.102 0.271496 0.400868 0.449986 0.449951 0.505173 19.0883 0.0703296 17.8665 0.0119253 17.4895 0.0151207 17.347 0.0249833 17.2754 0.0471086 21.5678 0.133267 20.6122 0.0304279 20.5142 0.0369483 20.6427 0.0487577 20.1833 0.103972 21.5147 0.135367 20.4668 0.0236739 20.0829 0.0250149 19.977 0.0329513 19.7428 0.0917701 0.063653 0.0 0.0 0.0 0.0 0.272427 0.145675 0.276483 0.0461662 0.226909 0.0418603 0.227552 0.0458234 0.168335 0.100468 0.307698 6.43626 38.6198 0.423747 6.59444 38.3102 0.465304 6.40785 39.2416 0.465334 6.3067 40.0974 0.542865 5.29316 43.2658 20.8967 0.0355202 17.4895 0.0151207 nan 4.69366 10.6667 17.5084 23.5185202516 22.8614575579 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.007452 1.4021e-05 0 0.023778 0.011045 -1.0 -1.0 -1.0 -1.0 215.579 50.5014 34.1543 2230.0 9.589 144953 0 29.8546844358 296.605043866 43069 1 -1.0 -1.0 -1 NSA sdss 4 1.23765913167e+18 NSA 1237659131671478415 215.404851531 50.3903440269 3 GALAXY 35255507619856 0 0 268435456 16.3625 14.9558 14.2049 13.8687 13.5917 0.010155 0.00248065 0.00224732 0.00227646 0.00357598 0.010155 0.00248065 0.00224732 0.00227646 0.00357598 0.114685 0.0843844 0.0612026 0.0464081 0.0329039 16.2627 14.8825 14.1914 13.85 13.5544 16.716 15.6894 15.0647 14.9722 13.8646 1.99191 1.29284 1.30148 1.21264 1.05159 29.6647 1.51251 19.1165 0.153726 17.3271 0.136951 17.7989 0.148397 22.5234 0.320139 0.396577 0.429926 0.449692 0.44243 0.376852 16.1689 0.0104908 14.8901 0.00251224 14.2163 0.002278 13.8738 0.0023097 13.5141 0.00368724 19.3662 0.028021 18.0043 0.0126487 17.4736 0.0203246 17.3218 0.0121808 16.7737 0.0284439 19.2794 0.0240043 17.937 0.00443386 17.1863 0.00353026 16.8438 0.00315444 16.5067 0.00655551 0.12836 0.153759 0.184445 0.170967 0.201572 -0.208476 -0.0121233 -0.227931 -0.0238506 -0.246564 -0.0257218 -0.251246 -0.0284551 -0.268096 -0.0299315 0.388302 10.5396 136.631 0.388469 9.88687 137.332 0.3912 9.26941 135.719 0.397145 9.02593 135.367 0.374395 8.83351 132.246 17.9415 0.004946 14.2526 0.00224732 nan 6.95696 17.4828 14.2183 21.0832712249 20.4258650414 14.521 0.099 13.518 0.088 13.082 0.071 0.00770228 1.12314e-05 0 0.063028 0.032007 -1.0 -1.0 -1.0 -1.0 215.579 50.5014 34.1543 2230.0 9.589 144953 0 9.41871102845 93.5755601183 43134 1 0.660381186398 0.860468325936 -1 NSA sdss 4 1.23765913167e+18 NSA 1237659131671478461 215.459031703 50.3883751817 3 GALAXY 193619541753944 0 0 268435456 17.9182 17.0767 16.6913 16.588 16.558 0.0352823 0.00702002 0.0111173 0.018908 0.0341099 0.0352823 0.00702002 0.0111173 0.018908 0.0341099 0.113151 0.0832551 0.0603836 0.045787 0.0324636 18.0616 17.1363 16.7259 16.5904 16.5008 7.4488 10.9989 11.3667 11.6446 10.7895 1.00334 0.430246 0.409907 0.399014 0.806886 6.45125 0.851108 12.8945 0.348233 13.3954 0.528231 14.6771 1.05659 15.3524 1.92937 0.726172 0.774978 0.864104 0.844229 0.9104 18.217 0.0331989 17.1003 0.00731679 16.7085 0.0114426 16.5979 0.0205463 16.5338 0.0358512 20.2409 0.0479209 19.764 0.0179258 19.8006 0.0265046 20.0596 0.0449092 19.6395 0.0753702 20.3403 0.0518204 19.6774 0.013316 19.3731 0.0144436 19.3733 0.0254999 19.2201 0.0577128 0.839649 0.282591 0.113191 0.00511057 0.0 -0.0717958 0.0648455 -0.0783156 0.0232156 -0.0736954 0.00645737 -0.0488166 0.0131874 -0.0274202 0.0341957 0.713632 3.07629 89.8217 0.780087 4.6629 101.78 0.862337 5.05533 111.243 0.861477 5.42169 104.44 0.965806 4.74458 132.793 20.186 0.0205887 16.7862 0.0111173 nan 5.03671 12.5295 16.7316 22.3004473226 22.2377924199 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00792337 4.65694e-06 0 0.02383 0.019067 -1.0 -1.0 -1.0 -1.0 215.579 50.5014 34.1543 2230.0 9.589 144953 0 8.17930399607 81.2619886018 43066 1 0.840307122477 0.982634195869 -1 NSA sdss 4 1.23765913167e+18 NSA 1237668298203267092 182.990666509 20.0278486922 3 GALAXY 1161153266978832 0 0 268435456 15.8828 14.8758 14.4876 14.2848 14.1206 0.00868713 0.00244257 0.00242592 0.0028437 0.00635386 0.00868713 0.00244257 0.00242592 0.0028437 0.00635386 0.166119 0.122229 0.0886505 0.067221 0.0476605 15.9776 14.9743 14.5782 14.4174 14.2559 11.0348 12.2224 12.4214 13.1245 12.7824 0.46172 0.548525 0.491611 0.41526 0.445747 13.853 0.444026 10.9555 0.0841372 12.3227 0.0837728 12.4667 0.0978454 14.9637 0.406184 0.564896 0.648127 0.664197 0.679885 0.657577 15.8954 0.00889622 14.9582 0.00246198 14.5063 0.00246108 14.2816 0.00288835 14.0743 0.00661391 18.9156 0.0242769 17.8459 0.0131848 17.7523 0.0210637 17.792 0.0232707 17.5206 0.0224153 18.5083 0.0155606 17.4996 0.0033799 17.1539 0.00319241 16.9559 0.00333816 16.7993 0.010505 0.458708 0.428622 0.409873 0.439733 0.387692 -0.165666 0.0115026 -0.150692 0.0278864 -0.13657 0.0226562 -0.125194 0.0308981 -0.125737 0.0312213 0.611598 6.00453 79.4146 0.630992 6.03778 77.712 0.64346 6.009 77.6615 0.665945 5.99506 76.8733 0.660764 5.59107 76.3105 17.9043 0.00433811 14.6669 0.00242592 nan 5.68529 14.9503 14.5817 20.5563529437 20.3508717254 15.248 0.142 14.771 0.172 14.442 0.133 0.00800182 1.16984e-05 0 0.021982 0.018564 -1.0 -1.0 -1.0 -1.0 182.792 20.1757 36.3129 2448.24 9.734 161174 0 14.2804185494 150.843547809 118414 1 0.612725020773 0.787240420742 -1 NSA sdss 4 1.2376682982e+18 NSA 1237664670051336378 170.402482545 40.1559946711 3 GALAXY 193583034535952 0 0 268435456 17.3532 16.1495 15.6653 15.3977 15.32 0.033421 0.00679819 0.00560848 0.0101712 0.0322379 0.033421 0.00679819 0.00560848 0.0101712 0.0322379 0.0934888 0.0687881 0.0498909 0.0378308 0.0268225 17.4978 16.2574 15.806 15.5981 15.5134 14.8385 18.1201 18.2686 17.4531 16.0449 7.90348 0.51259 0.593876 0.551579 0.666752 29.6699 3.2793 25.3883 0.574075 29.6741 0.477937 24.7236 0.79054 23.8201 2.37033 0.652464 0.62418 0.609001 0.620537 0.577012 17.5863 0.033326 16.3126 0.00679555 15.8296 0.00568678 15.6441 0.0101669 15.593 0.0320665 21.3522 0.115148 20.256 0.0350075 19.7757 0.0207355 19.6767 0.0263307 19.7037 0.0661477 21.1539 0.0925001 19.8153 0.0138279 19.3089 0.0116633 19.0609 0.0152382 18.9048 0.0421773 0.0 0.0 0.032786 0.0 0.0 -0.0410179 0.0119202 -0.0576512 -0.00258148 -0.0624601 -0.00146685 -0.0838629 -0.000775213 -0.0534341 0.00364096 0.554915 10.3973 116.179 0.636543 9.93196 115.178 0.640872 9.60676 113.403 0.634076 9.45451 111.285 0.610396 8.96187 117.721 20.1369 0.0165897 15.8559 0.00560848 nan 7.93525 18.1249 15.8588 22.7642571725 22.3520971422 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00644668 3.40538e-05 0 0.033467 0.020791 -1.0 -1.0 -1.0 -1.0 170.631 39.8769 31.5629 1948.0 9.453 139281 0 19.7692076497 181.505540294 86968 1 0.551885017275 0.656039496015 -1 NSA sdss 4 1.23766467005e+18 NSA 1237664669514596560 170.778945018 39.9567281033 3 GALAXY 105624251797520 0 0 268435456 18.1155 17.1736 16.7999 16.6147 16.4705 0.0271495 0.0109825 0.0123672 0.0219888 0.111734 0.0271495 0.0109825 0.0123672 0.0219888 0.111734 0.0987489 0.0726585 0.052698 0.0399593 0.0283316 17.984 17.1566 16.769 16.6229 16.5084 10.7816 12.1557 12.7094 13.3187 13.6459 0.910253 1.21202 1.23984 1.31561 1.98027 25.2371 2.78053 19.1209 0.600678 19.5848 0.70846 20.8418 1.44024 19.9369 7.00758 0.263931 0.32243 0.339262 0.37747 0.385902 18.0974 0.0272424 17.2321 0.0109664 16.8217 0.0123672 16.6367 0.0218649 16.5262 0.168266 21.1666 0.0680193 20.4578 0.0268036 20.1869 0.0257956 20.2621 0.0344393 20.1203 0.0945488 20.8147 0.0601704 20.0033 0.0150174 19.6556 0.0158194 19.5234 0.021996 19.4564 0.0695757 0.0428269 0.00368014 0.0 0.00192901 0.0734427 -0.352086 -0.09275 -0.401581 -0.0615972 -0.382808 -0.0536279 -0.333479 -0.0521788 -0.314668 -0.0644946 0.28375 8.24278 93.7618 0.325531 8.21323 86.4085 0.351918 8.22091 86.2595 0.353335 8.42979 88.4961 0.378498 8.21554 88.2243 20.4609 0.0224096 16.8217 0.0123672 nan 5.56064 13.8734 16.7933 23.3917079948 22.5143590688 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00649139 7.35389e-06 0 0.040396 0.033603 -1.0 -1.0 -1.0 -1.0 170.631 39.8769 31.5629 1948.0 9.453 139281 0 8.32634845459 76.4464238393 88018 1 0.663691313971 0.86154646045 -1 NSA sdss 4 1.23766466951e+18 NSA 1237662226210160806 170.457771868 40.001812079 3 GALAXY 176027355713880 0 0 268435456 18.8957 18.0184 17.5153 17.3083 17.399 0.089217 0.022289 0.0160951 0.0182916 0.0691565 0.089217 0.022289 0.0160951 0.0182916 0.0691565 0.109112 0.0802834 0.0582282 0.0441527 0.0313048 19.0664 18.2188 17.6879 17.492 17.6072 106.729 10.4378 10.2812 12.065 5.94848 -1000.0 0.62278 0.575013 0.802851 3.56756 29.6681 7.53186 17.2674 1.55849 20.3658 1.32908 23.0666 2.07862 19.3992 5.3249 0.693971 0.44999 0.454486 0.463976 0.34998 18.137 0.0928961 18.3138 0.022283 17.7462 0.0164618 17.4721 0.0182722 17.8602 0.0738269 21.505 0.237598 21.0064 0.0412672 20.4156 0.0352262 20.1839 0.0418807 20.6948 0.183198 22.076 0.242443 20.912 0.0323322 20.4535 0.0305519 20.2641 0.0395204 20.3318 0.13651 0.667246 0.0 0.0 0.0 0.0 -0.0811361 0.100589 -0.165708 0.0547206 -0.172938 0.0567864 -0.175557 0.0534477 -0.285201 0.134724 0.508631 6.87429 60.2913 0.500299 6.19418 65.8133 0.517287 6.22875 65.5374 0.513739 6.72646 65.5639 0.434195 5.29402 61.0833 21.2731 0.0431219 17.7462 0.0164618 nan 4.62034 10.4517 17.7938 23.713615835 23.1126546458 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.0066425 2.15579e-05 0 0.156402 0.061138 -1.0 -1.0 -1.0 -1.0 170.631 39.8769 31.5629 1948.0 9.453 139281 0 10.940166678 100.444514103 88016 1 0.508834622192 0.586115094797 -1 NSA sdss 4 1.23766222621e+18 NSA 1237664669514662021 171.11620079 39.814084535 3 GALAXY 105622104313872 0 0 268435456 17.9324 17.031 16.6208 16.4174 16.3685 0.0346391 0.00976411 0.0104925 0.0179396 0.0346372 0.0346391 0.00976411 0.0104925 0.0179396 0.0346372 0.121541 0.0894291 0.0648614 0.0491824 0.034871 18.1851 17.2634 16.8347 16.6653 16.5811 11.5024 11.6579 13.0713 13.1884 11.0062 3.80247 0.295211 0.342515 0.401481 0.739269 19.7702 2.51822 16.2936 0.548595 19.1201 0.65844 19.1219 1.1495 23.8192 3.24992 0.750031 0.749848 0.751377 0.766482 0.554592 18.3123 0.0361833 17.4017 0.00973788 16.8969 0.0105092 16.6764 0.0179128 16.6262 0.0344948 21.4643 0.0861079 20.7508 0.0319922 20.4446 0.0278459 20.5644 0.0426364 20.1181 0.0973331 21.1312 0.074741 20.2425 0.0167018 19.8712 0.0173817 19.7714 0.0271944 19.6058 0.0793368 0.0922197 0.0 0.00354251 0.0 0.0 0.120932 0.0456879 0.0253389 0.0495777 0.0243673 0.0491578 0.0439717 0.0446627 0.0632994 0.0394437 0.737508 5.68448 12.6773 0.738673 5.93513 31.3257 0.748012 6.45408 27.3382 0.745961 6.80563 23.4357 0.602893 6.99696 26.9497 20.702 0.0249281 16.8996 0.0104925 nan 5.83736 14.0429 16.8599 22.9442251198 22.6864352268 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00625587 1.99016e-05 0 0.050668 0.047781 -1.0 -1.0 -1.0 -1.0 170.631 39.8769 31.5629 1948.0 9.453 139281 0 22.6623425589 208.067702163 88021 1 0.657767763452 0.860468325936 -1 NSA sdss 4 1.23766466951e+18 NSA 1237660765915250822 137.938707966 35.4052045703 3 GALAXY 1161118907236440 0 0 268435456 17.5829 16.5986 16.2578 16.0875 16.0187 0.0191027 0.00437633 0.00474342 0.0059527 0.0171597 0.0191027 0.00437633 0.00474342 0.0059527 0.0171597 0.10636 0.078259 0.0567599 0.0430393 0.0305154 17.4783 16.567 16.2794 16.1579 16.0389 9.97902 10.8302 11.125 10.6757 9.90918 0.425035 0.546674 0.546619 0.419536 0.403076 16.3412 1.31496 15.3495 0.253499 14.8232 0.340454 13.9966 0.359364 12.7515 0.854314 0.350751 0.451989 0.472065 0.486482 0.470439 17.612 0.0189758 16.5715 0.00445752 16.152 0.00488914 15.9654 0.00608708 15.8435 0.0172821 19.768 0.0436809 19.0347 0.0242749 18.5818 0.0182521 18.3824 0.0182894 18.2536 0.0322253 20.3376 0.0428106 19.1876 0.00884117 18.7229 0.0083854 18.5147 0.0100125 18.3685 0.0282182 0.0 0.105193 0.309125 0.423248 0.599607 0.141664 -0.0898293 0.11009 -0.0737033 0.105717 -0.0763562 0.0938022 -0.0640633 0.106886 -0.065554 0.392944 6.57606 112.961 0.458852 6.48654 117.021 0.475997 6.23489 118.697 0.506746 6.08722 118.638 0.477945 5.64492 119.238 19.3981 0.010955 16.3361 0.00474342 nan 5.08827 10.5228 16.3187 22.3057115975 21.8470102091 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00607059 6.39166e-06 0 0.017812 0.007672 -1.0 -1.0 -1.0 -1.0 138.102 35.0275 32.3374 2049.0 9.506 135739 0 24.0320563086 226.057339259 50556 1 0.556939476575 0.691219228277 -1 NSA sdss 4 1.23766076592e+18 NSA 1237660765378248765 137.962393912 34.963238976 3 GALAXY 35253361184784 0 0 268435456 17.2463 15.9563 15.4612 15.2603 15.4802 0.0289438 0.00673993 0.00716649 0.00787071 0.0256349 0.0289438 0.00673993 0.00716649 0.00787071 0.0256349 0.113595 0.0835819 0.0606206 0.0459667 0.032591 17.1327 15.8727 15.4006 15.2143 15.4476 17.1975 30.1599 28.3733 26.8112 19.8799 0.788911 1.8763 0.997321 0.574021 19.7218 29.6755 5.06802 29.6704 0.861227 29.6721 0.734322 29.6778 0.434242 29.6674 3.55476 0.407909 0.723591 0.734813 0.707233 0.48526 17.5469 0.0273492 15.9356 0.00681287 15.4543 0.00720249 15.2697 0.00786594 15.7429 0.0255003 21.3547 0.0972844 20.2494 0.0587693 19.8015 0.0931673 19.848 0.102805 19.5668 0.131493 21.3397 0.10386 20.2059 0.0524716 19.7985 0.0869178 19.5987 0.088445 19.4851 0.107208 0.0697329 0.0790183 0.0301466 0.0 0.191323 0.427235 -0.00446106 0.198011 -0.00816493 0.174497 -0.00899742 0.189802 -0.00611868 0.193528 -0.0245348 0.399949 13.1122 141.283 0.516454 17.294 122.002 0.521923 17.1463 123.497 0.493948 17.358 125.593 0.457919 12.5819 129.133 20.6367 0.124865 15.4612 0.00716649 nan 12.8148 25.739 15.498 23.6274993046 23.0319809637 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00690949 1.26599e-05 0 0.042144 0.037786 -1.0 -1.0 -1.0 -1.0 138.102 35.0275 32.3374 2049.0 9.506 135739 0 7.87094948356 74.0385596802 -1 1 -1.0 -1.0 -1 SDSS SDSS 4 1.23766076538e+18 SDSS 1237660765378314404 138.184974166 34.9255496114 3 GALAXY 1161153266978832 0 0 268435456 15.3292 13.9936 13.3385 12.9937 12.769 0.00661228 0.00219461 0.00201764 0.0020895 0.00314118 0.00661228 0.00219461 0.00201764 0.0020895 0.00314118 0.122339 0.0900158 0.0652869 0.0495051 0.0350997 15.2949 14.0411 13.3883 13.0648 12.7394 24.3437 25.0881 24.9715 24.9735 24.7665 0.274836 0.344515 0.243037 0.246509 0.222331 29.6756 0.250413 29.6774 0.0836882 29.6683 0.23026 29.6653 0.152628 29.6648 0.423213 0.989622 0.875654 0.797214 0.831731 0.946392 15.214 0.00653802 14.1084 0.00219341 13.4541 0.00202357 13.1141 0.00209824 12.7352 0.00314314 19.264 0.033725 18.2762 0.0195188 17.628 0.019233 17.5129 0.0117289 17.1243 0.0303701 19.5355 0.0228806 18.3968 0.00553785 17.6544 0.00409466 17.322 0.00439304 17.0265 0.00968989 0.0 0.0 0.0306028 0.041832 0.0166433 0.107391 -0.015772 0.106306 -0.0139671 0.105082 -0.0163184 0.111076 -0.0175217 0.104501 -0.0168109 0.683895 19.2752 135.15 0.714228 16.0056 142.877 0.693801 15.8767 142.362 0.692244 15.8758 142.311 0.733651 15.9668 134.968 18.4177 0.00568704 13.4536 0.00201764 nan 12.8528 24.5941 13.3491 21.4528609242 20.8895501211 15.016 0.083 14.301 0.088 13.961 0.082 0.00651912 9.36948e-06 0 0.092229 0.036795 -1.0 -1.0 -1.0 -1.0 138.102 35.0275 32.3374 2049.0 9.506 135739 0 7.34925504625 69.1312173219 50569 1 0.870823340387 0.988189751425 -1 NSA sdss 4 1.23766076538e+18 NSA 1237660765915250759 138.03939192 35.5266940146 3 GALAXY 475058013081876 262144 0 268435456 24.72 25.5071 17.3403 17.484 23.0632 9.08594 5.67543 0.0128658 0.0214258 5.09999 9.08594 5.67543 0.0128658 0.0214258 5.09999 0.111344 0.0819257 0.0594194 0.0450559 0.0319452 24.6087 25.4252 17.2808 17.439 23.0313 2.96992 2.97004 21.637 17.7123 2.96993 -1000.0 -1000.0 1.02115 0.400932 -1000.0 0.0366167 0.0 0.0364012 0.0 10.92 0.653212 0.0785601 0.1096 0.0365934 0.0 0.141409 0.141621 0.500058 0.999677 0.129467 24.6347 21.6066 25.1144 1.78259 17.3403 0.0128658 19.8135 0.0289899 22.8269 1.94009 24.6344 3.54496 25.1139 5.18378 19.6858 0.0312456 19.8924 0.058906 22.8271 1.21133 19.8113 0.0680314 19.6091 0.0575461 19.5549 0.0221459 19.7269 0.041207 19.6425 0.113888 0.0 0.0 1.0 1.0 0.0 -0.702064 0.0474877 -0.695247 0.0454497 0.258932 0.00532271 0.271277 -0.00748044 -0.719968 0.0463556 0.150314 0.0363276 36.4641 0.155542 0.0362741 37.4141 0.476028 4.3941 -22.491 0.999673 0.106588 30.1432 0.161805 0.0395991 37.8 20.2483 0.0275744 18.0258 0.0139034 nan 8.66977 18.3432 17.3505 23.235634483 24.0360272958 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00617684 5.49606e-06 0 0.180324 0.140525 -1.0 -1.0 -1.0 -1.0 138.102 35.0275 32.3374 2049.0 9.506 135739 0 30.1082238451 283.211445119 -1 1 5.85414442506e-06 0.0 -1 SDSS SDSS 4 1.23766076592e+18 SDSS 1237667287812735027 157.778274298 28.7966447953 3 GALAXY 35253360136208 0 0 268435456 14.7459 13.626 12.9873 12.7495 12.4502 0.00415598 0.00179026 0.00172687 0.00174706 0.00223248 0.00415598 0.00179026 0.00172687 0.00174706 0.00223248 0.123642 0.0909745 0.0659823 0.0500324 0.0354736 14.8161 13.6826 13.0575 12.7812 12.527 10.8517 13.8503 14.073 14.9468 13.8779 0.534943 0.404023 0.378962 0.383556 0.361574 5.63745 0.0823326 7.56283 0.0419185 7.94539 0.0278324 9.33297 0.0507758 10.7161 0.0733924 0.653718 0.678861 0.69489 0.706605 0.673492 15.0986 0.00411675 13.8129 0.00180607 13.1448 0.0017465 12.765 0.00175897 12.4355 0.00224586 16.6806 0.0346138 15.8902 0.023146 15.3254 0.0243053 15.1636 0.0217422 15.2337 0.0298665 17.0762 0.0067135 16.0806 0.00211047 15.5412 0.00180144 15.3287 0.00176873 15.008 0.00258908 1.0 0.868553 0.794032 0.754907 0.74773 -0.122522 -0.0211382 -0.130445 -0.0171094 -0.127409 -0.0220195 -0.126608 -0.0213968 -0.136288 -0.0273102 0.666786 3.62226 79.8068 0.6874 6.26741 73.5729 0.722569 6.316 74.9538 0.727747 6.47539 75.6718 0.672029 6.00601 78.2974 16.2389 0.00238357 13.2315 0.0018288 nan 6.12162 16.7952 13.1609 19.2291623734 19.0907247096 12.789 0.047 12.136 0.048 11.953 0.049 0.0047453 7.54079e-06 0 0.111593 0.043889 -1.0 -1.0 -1.0 -1.0 158.231 28.5118 24.4117 1408.0 8.917 137625 0 29.334281312 208.302423875 107764 1 0.641915844719 0.829765450951 -1 NSA sdss 4 1.23766728781e+18 NSA 1237665367429677221 158.712397798 28.6638533288 3 GALAXY 263953926197264 0 0 268435456 17.1231 15.9749 15.5648 15.3427 15.2778 0.0403234 0.00589711 0.00774727 0.010346 0.0543278 0.0403234 0.00589711 0.00774727 0.010346 0.0543278 0.154184 0.113447 0.0822815 0.0623916 0.0442364 17.2089 15.9807 15.5833 15.3734 15.4099 16.0925 16.35 16.9694 17.3155 14.6685 1.128 0.469963 0.370798 0.348461 0.533638 29.6737 2.17965 29.6751 0.307379 28.8778 0.860677 28.7236 1.13166 15.6752 2.65815 0.666012 0.716943 0.750125 0.749991 0.878032 17.3432 0.0400693 16.1224 0.00588608 15.6656 0.00774727 15.431 0.0103452 15.485 0.0532177 21.2251 0.091784 20.1027 0.0212797 19.9395 0.0242773 19.7649 0.035874 19.5045 0.0733235 20.9976 0.0846628 19.768 0.0145711 19.3862 0.0138823 19.1702 0.0187483 19.0428 0.0552399 0.0196445 0.0 0.0 0.0 0.0 0.0627842 0.0271819 0.00799835 0.0248413 0.00391972 0.0201323 0.00921427 0.0166036 -0.00162989 0.0172545 0.534845 10.2626 26.4636 0.671496 9.27015 29.6733 0.730502 9.33377 28.3476 0.732283 9.404 29.1817 0.749994 8.09221 28.9914 20.2372 0.0201445 15.6656 0.00774727 nan 7.83666 17.7277 15.6692 22.5112889895 22.1353459894 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00441311 2.32353e-05 0 0.041655 0.02169 -1.0 -1.0 -1.0 -1.0 158.231 28.5118 24.4117 1408.0 8.917 137625 0 26.9809883401 191.59207325 107942 1 -1.0 -1.0 -1 NSA sdss 4 1.23766536743e+18 NSA 1237667255616143515 158.04324634 28.4830569538 3 GALAXY 35253360136208 0 0 268435456 17.013 15.778 15.2572 15.0015 14.8558 0.0156095 0.00308509 0.00323044 0.00362345 0.0077356 0.0156095 0.00308509 0.00323044 0.00362345 0.0077356 0.126724 0.093242 0.0676269 0.0512794 0.0363577 16.6775 15.4369 14.9379 14.6895 14.5585 12.0641 13.7331 13.4218 13.9722 13.3025 0.73687 0.32453 0.266555 0.288073 0.3749 8.81573 0.57779 10.6821 0.112501 12.0842 0.158565 12.8398 0.146858 13.2144 0.392262 0.711225 0.72479 0.716899 0.725108 0.734595 17.0317 0.0155178 15.7579 0.00315412 15.229 0.00331122 14.9398 0.00372913 14.804 0.00807385 19.5378 0.0317838 18.5365 0.0262702 18.3669 0.0166978 18.1754 0.017552 17.8133 0.0239326 19.4813 0.0263539 18.3441 0.00494042 17.8647 0.00441844 17.632 0.00492007 17.4651 0.0125644 1.0 0.607343 0.466677 0.451998 0.463931 -0.0926509 0.00549161 -0.0963445 0.0127015 -0.107296 0.014463 -0.106864 0.0181526 -0.0871349 0.0115481 0.734527 3.72169 67.5715 0.684105 5.43897 68.5751 0.706868 5.54839 68.2481 0.703888 5.53929 68.2431 0.739036 4.6911 70.9739 18.619 0.00598923 15.4712 0.0032538 nan 5.53539 14.9459 15.3397 21.1874616185 21.0509255632 15.758 0.09 15.322 0.12 15.077 0.127 0.00527656 1.02568e-05 0 0.051228 0.027819 -1.0 -1.0 -1.0 -1.0 158.231 28.5118 24.4117 1408.0 8.917 137625 0 10.0488242208 71.3573597037 107759 1 0.623969353339 0.813074247267 -1 NSA sdss 4 1.23766725562e+18 NSA 1237667255616143540 158.088519499 28.4198533568 3 GALAXY 105624251798032 0 0 268435456 18.5509 17.3116 16.814 16.6059 16.33 0.0519692 0.00996925 0.0149639 0.0187032 0.032791 0.0519692 0.00996925 0.0149639 0.0187032 0.032791 0.121646 0.0895062 0.0649174 0.0492249 0.0349011 18.4926 17.3048 16.824 16.5556 16.3618 14.1469 12.0334 12.7143 12.7146 23.5876 5.19487 0.309294 0.45199 0.362009 3.92129 22.978 5.62197 19.9665 0.69317 20.5393 0.994847 20.1813 1.14849 29.6739 4.62715 0.550876 0.63112 0.637435 0.656595 0.612062 18.7034 0.0538862 17.4485 0.00994674 16.8889 0.0149639 16.5751 0.0186775 16.2281 0.0387167 21.7739 0.136177 20.742 0.0358616 20.6757 0.0338257 20.4803 0.0394258 19.9891 0.091638 21.3351 0.114484 20.2935 0.0196016 19.8463 0.0205189 19.627 0.0241245 19.4039 0.0646691 0.0708081 0.0 0.0 0.0 0.0246128 -0.0386052 0.120146 -0.105884 0.0649579 -0.116685 0.0549089 -0.104875 0.0399083 -0.0748609 0.0369515 0.600153 5.82937 38.0113 0.634968 6.51383 51.5738 0.639341 6.95218 55.0992 0.661143 7.19194 57.2614 0.592467 8.38887 47.2387 20.6907 0.0298874 16.8889 0.0149639 nan 5.50607 12.2015 16.9149 23.0949720383 22.6145467756 9999.0 9999.0 9999.0 9999.0 9999.0 9999.0 0.00541094 -1.0 0 0.049819 0.020269 -1.0 -1.0 -1.0 -1.0 158.231 28.5118 24.4117 1408.0 8.917 137625 0 9.3230541028 66.2036316332 107745 1 0.0274001721493 0.015923716287 -1 NSA sdss 4 1.23766725562e+18 NSA
In [4]:
plt.figure(figsize=(10,4))
dists = Distance(sats['HOST_DIST']*u.Mpc)
Mr = sats['CMODELMAG_R'] - dists.distmod.value
plt.scatter(Mr, sats['PETROMAG_R'])
plt.ylim(15,23)
plt.ylabel('fibermag_r')
plt.xlabel('Mr')
Out[4]:
<matplotlib.text.Text at 0x103234250>
In [5]:
plt.figure(figsize=(16,10))
fiblim = (16, 24)
totlim = (14, 24.25)
#this plot matches the dSph_at_distance_plots plots
x1t1 = [min(fiblim[0], totlim[0]), max(fiblim[1], totlim[1])]
plt.fill_between(x1t1,x1t1, totlim[1],facecolor=[0.6]*3)
plt.axhline(21, c='k', ls=':')
plt.scatter(sats['FIBERMAG_R'], sats['r'])
plt.scatter(sats['FIBERMAG_R'], sats['PETROMAG_R'],color='g', alpha=.5)
plt.scatter(sats['FIBERMAG_R'], sats['CMODELMAG_R'],color='m', alpha=.5)
plt.scatter(sats['FIBERMAG_R'], sats['PSFMAG_R'],color='r', alpha=.5)
plt.xlim(*fiblim)
plt.ylim(*totlim)
plt.xlabel('fibermag_r')
plt.ylabel('r')
Out[5]:
<matplotlib.text.Text at 0x1134a6a10>
Why are there some points with brighter fibermag than other mags??
In [6]:
msk = sats['FIBERMAG_R']<sats['CMODELMAG_R']
In [7]:
print targeting.sampled_imagelist(sats[msk], None)
name ra dec
0 195.105563951 13.6705858419
1 247.84002995 20.1840758135
2 217.700609655 3.79639167904
3 222.900268358 58.9548243013
4 354.350599991 0.390802769345
5 139.44430792 53.2935206629
6 175.563531091 36.2980602831
In [8]:
print targeting.sampled_imagelist(sats[~msk], None)
name ra dec
0 335.97997618 -3.27054858631
1 219.190054522 51.4603182194
2 194.572104136 14.5571518823
3 193.358416186 8.03555517632
4 247.877387573 20.0936248407
5 348.874199097 4.61326147472
6 158.04324634 28.4830569538
7 145.234531834 5.04491110503
8 158.712397798 28.6638533288
9 198.263623171 23.084589958
10 255.1878771 23.0439876547
11 207.096719393 43.7086510615
12 141.450424263 34.2768708872
13 139.189595559 53.4429759655
14 141.141087343 34.6588051715
15 218.707391806 54.5344285066
16 180.29544216 -1.2976838319
17 141.021441102 34.6469717218
18 169.611132968 45.6898826245
19 154.228523279 58.394558724
20 138.03939192 35.5266940146
21 182.990666509 20.0278486922
22 20.5363426909 17.5281428748
23 171.11620079 39.814084535
24 162.705990064 28.0587029336
Nothing particular weird... what gives?
Content source: saga-survey/erik
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