{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "IPython.notebook.set_autosave_interval(60000)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Autosaving every 60 seconds\n"
     ]
    }
   ],
   "source": [
    "%autosave 60\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import astropy.constants as c\n",
    "import astropy.units as u\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=740</i>\n",
       "<table id=\"table140239149091664\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>Name</th><th>zcmb</th><th>zhel</th><th>mb</th><th>e_mb</th><th>x1</th><th>e_x1</th><th>c</th><th>e_c</th><th>logMst</th><th>e_logMst</th><th>tmax</th><th>e_tmax</th><th>cov_mb_s_</th><th>cov_mb_c_</th><th>cov_s_c_</th><th>set</th><th>RAJ2000</th><th>DEJ2000</th><th>bias</th><th>SimbadName</th></tr></thead>\n",
       "<thead><tr><th></th><th></th><th></th><th>mag</th><th>mag</th><th></th><th></th><th></th><th></th><th>[Msun]</th><th>[Msun]</th><th>d</th><th>d</th><th></th><th></th><th></th><th></th><th>deg</th><th>deg</th><th>mag</th><th></th></tr></thead>\n",
       "<thead><tr><th>bytes12</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float64</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>uint8</th><th>float64</th><th>float64</th><th>float32</th><th>bytes17</th></tr></thead>\n",
       "<tr><td>03D1au</td><td>0.503</td><td>0.5043</td><td>23.002</td><td>0.088</td><td>1.273</td><td>0.150</td><td>-0.012</td><td>0.030</td><td>9.517</td><td>0.110</td><td>52909.745</td><td>0.214</td><td>0.00079</td><td>0.00044</td><td>-0.00003</td><td>1</td><td>36.043210</td><td>-4.037469</td><td>0.002</td><td>SNLS 03D1au</td></tr>\n",
       "<tr><td>03D1aw</td><td>0.581</td><td>0.5820</td><td>23.574</td><td>0.090</td><td>0.974</td><td>0.274</td><td>-0.025</td><td>0.037</td><td>9.169</td><td>0.088</td><td>52902.898</td><td>0.353</td><td>0.00282</td><td>0.00041</td><td>0.00157</td><td>1</td><td>36.061634</td><td>-4.517158</td><td>0.001</td><td>SNLS 03D1aw</td></tr>\n",
       "<tr><td>03D1ax</td><td>0.495</td><td>0.4960</td><td>22.960</td><td>0.088</td><td>-0.729</td><td>0.102</td><td>-0.100</td><td>0.030</td><td>11.580</td><td>0.112</td><td>52915.924</td><td>0.112</td><td>0.00054</td><td>0.00047</td><td>-0.00002</td><td>1</td><td>36.097287</td><td>-4.720774</td><td>0.002</td><td>SNLS 03D1ax</td></tr>\n",
       "<tr><td>03D1bp</td><td>0.346</td><td>0.3470</td><td>22.398</td><td>0.087</td><td>-1.155</td><td>0.113</td><td>-0.041</td><td>0.027</td><td>10.821</td><td>0.124</td><td>52920.249</td><td>0.103</td><td>0.00111</td><td>0.00062</td><td>0.00029</td><td>1</td><td>36.657235</td><td>-4.838779</td><td>0.000</td><td>SNLS 03D1bp</td></tr>\n",
       "<tr><td>03D1co</td><td>0.678</td><td>0.6790</td><td>24.078</td><td>0.098</td><td>0.619</td><td>0.404</td><td>-0.039</td><td>0.067</td><td>8.647</td><td>0.284</td><td>52954.458</td><td>0.455</td><td>0.01186</td><td>0.00078</td><td>0.00590</td><td>1</td><td>36.567748</td><td>-4.935050</td><td>-0.003</td><td>SNLS 03D1co</td></tr>\n",
       "<tr><td>03D1dt</td><td>0.611</td><td>0.6120</td><td>23.285</td><td>0.093</td><td>-1.162</td><td>1.641</td><td>-0.095</td><td>0.050</td><td>9.715</td><td>0.092</td><td>52962.253</td><td>0.977</td><td>0.02967</td><td>0.00095</td><td>0.04436</td><td>1</td><td>36.629968</td><td>-4.052341</td><td>0.000</td><td>SNLS 03D1dt</td></tr>\n",
       "<tr><td>03D1ew</td><td>0.866</td><td>0.8680</td><td>24.354</td><td>0.106</td><td>0.376</td><td>0.348</td><td>-0.063</td><td>0.068</td><td>8.530</td><td>0.805</td><td>52991.742</td><td>0.665</td><td>0.00318</td><td>-0.00160</td><td>0.00409</td><td>1</td><td>36.058795</td><td>-4.665852</td><td>-0.018</td><td>SNLS 03D1ew</td></tr>\n",
       "<tr><td>03D1fc</td><td>0.331</td><td>0.3320</td><td>21.861</td><td>0.086</td><td>0.650</td><td>0.119</td><td>-0.018</td><td>0.024</td><td>10.391</td><td>0.036</td><td>53002.764</td><td>0.104</td><td>0.00101</td><td>0.00053</td><td>0.00054</td><td>1</td><td>36.431648</td><td>-4.144059</td><td>-0.001</td><td>SNLS 03D1fc</td></tr>\n",
       "<tr><td>03D1fq</td><td>0.799</td><td>0.8000</td><td>24.510</td><td>0.102</td><td>-1.057</td><td>0.407</td><td>-0.056</td><td>0.065</td><td>10.651</td><td>0.127</td><td>52999.213</td><td>0.656</td><td>0.00590</td><td>-0.00112</td><td>0.00355</td><td>1</td><td>36.731935</td><td>-4.302217</td><td>-0.012</td><td>SNLS 03D1fq</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>sn2006td</td><td>0.016</td><td>0.0159</td><td>15.720</td><td>0.153</td><td>-1.321</td><td>0.108</td><td>0.090</td><td>0.027</td><td>9.510</td><td>0.281</td><td>54098.980</td><td>0.238</td><td>-0.00029</td><td>0.00071</td><td>-0.00019</td><td>3</td><td>29.565670</td><td>36.349380</td><td>-0.009</td><td>sn2006td</td></tr>\n",
       "<tr><td>sn2007ae</td><td>0.063</td><td>0.0644</td><td>17.798</td><td>0.140</td><td>1.849</td><td>0.293</td><td>-0.010</td><td>0.031</td><td>11.320</td><td>0.107</td><td>54153.123</td><td>0.647</td><td>-0.00229</td><td>0.00092</td><td>-0.00031</td><td>3</td><td>255.466950</td><td>79.031740</td><td>-0.020</td><td>sn2007ae</td></tr>\n",
       "<tr><td>sn2007bc</td><td>0.022</td><td>0.0208</td><td>15.902</td><td>0.146</td><td>-1.224</td><td>0.081</td><td>-0.014</td><td>0.029</td><td>10.814</td><td>0.165</td><td>54200.355</td><td>0.142</td><td>0.00009</td><td>0.00077</td><td>-0.00016</td><td>3</td><td>169.810690</td><td>20.808960</td><td>-0.009</td><td>sn2007bc</td></tr>\n",
       "<tr><td>sn2007bd</td><td>0.032</td><td>0.0310</td><td>16.581</td><td>0.141</td><td>-1.381</td><td>0.064</td><td>-0.048</td><td>0.027</td><td>10.736</td><td>0.130</td><td>54206.544</td><td>0.056</td><td>0.00000</td><td>0.00066</td><td>-0.00016</td><td>3</td><td>127.889060</td><td>-1.199370</td><td>-0.011</td><td>sn2007bd</td></tr>\n",
       "<tr><td>sn2007ci</td><td>0.019</td><td>0.0181</td><td>15.893</td><td>0.149</td><td>-2.724</td><td>0.099</td><td>0.027</td><td>0.028</td><td>11.117</td><td>0.148</td><td>54246.654</td><td>0.064</td><td>0.00049</td><td>0.00075</td><td>0.00018</td><td>3</td><td>176.441050</td><td>19.770480</td><td>-0.009</td><td>sn2007ci</td></tr>\n",
       "<tr><td>sn2007co</td><td>0.027</td><td>0.0270</td><td>16.504</td><td>0.142</td><td>-0.138</td><td>0.061</td><td>0.105</td><td>0.020</td><td>10.520</td><td>0.281</td><td>54265.212</td><td>0.057</td><td>0.00010</td><td>0.00038</td><td>0.00001</td><td>3</td><td>275.765000</td><td>29.897050</td><td>-0.010</td><td>sn2007co</td></tr>\n",
       "<tr><td>sn2007cq</td><td>0.025</td><td>0.0259</td><td>15.798</td><td>0.143</td><td>-0.658</td><td>0.116</td><td>-0.061</td><td>0.026</td><td>9.705</td><td>0.281</td><td>54281.026</td><td>0.071</td><td>0.00039</td><td>0.00064</td><td>0.00007</td><td>3</td><td>333.668430</td><td>5.080160</td><td>-0.010</td><td>sn2007cq</td></tr>\n",
       "<tr><td>sn2007f</td><td>0.024</td><td>0.0236</td><td>15.896</td><td>0.144</td><td>0.619</td><td>0.041</td><td>-0.055</td><td>0.026</td><td>10.027</td><td>0.118</td><td>54124.058</td><td>0.045</td><td>-0.00005</td><td>0.00064</td><td>-0.00018</td><td>3</td><td>195.812750</td><td>50.618760</td><td>-0.009</td><td>sn2007f</td></tr>\n",
       "<tr><td>sn2007qe</td><td>0.024</td><td>0.0240</td><td>16.068</td><td>0.144</td><td>0.761</td><td>0.046</td><td>0.052</td><td>0.026</td><td>6.000</td><td>5.000</td><td>54429.852</td><td>0.037</td><td>0.00010</td><td>0.00065</td><td>-0.00008</td><td>3</td><td>358.553990</td><td>27.409170</td><td>-0.009</td><td>sn2007qe</td></tr>\n",
       "<tr><td>sn2008bf</td><td>0.022</td><td>0.0213</td><td>15.719</td><td>0.145</td><td>0.431</td><td>0.069</td><td>-0.038</td><td>0.021</td><td>11.212</td><td>0.156</td><td>54555.109</td><td>0.090</td><td>0.00014</td><td>0.00041</td><td>-0.00010</td><td>3</td><td>181.011990</td><td>20.245080</td><td>-0.009</td><td>sn2008bf</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table length=740>\n",
       "  Name     zcmb    zhel     mb   ...  RAJ2000    DEJ2000     bias   SimbadName\n",
       "                           mag   ...    deg        deg       mag              \n",
       "bytes12  float32 float32 float32 ...  float64    float64   float32   bytes17  \n",
       "-------- ------- ------- ------- ... ---------- ---------- ------- -----------\n",
       "  03D1au   0.503  0.5043  23.002 ...  36.043210  -4.037469   0.002 SNLS 03D1au\n",
       "  03D1aw   0.581  0.5820  23.574 ...  36.061634  -4.517158   0.001 SNLS 03D1aw\n",
       "  03D1ax   0.495  0.4960  22.960 ...  36.097287  -4.720774   0.002 SNLS 03D1ax\n",
       "  03D1bp   0.346  0.3470  22.398 ...  36.657235  -4.838779   0.000 SNLS 03D1bp\n",
       "  03D1co   0.678  0.6790  24.078 ...  36.567748  -4.935050  -0.003 SNLS 03D1co\n",
       "  03D1dt   0.611  0.6120  23.285 ...  36.629968  -4.052341   0.000 SNLS 03D1dt\n",
       "  03D1ew   0.866  0.8680  24.354 ...  36.058795  -4.665852  -0.018 SNLS 03D1ew\n",
       "  03D1fc   0.331  0.3320  21.861 ...  36.431648  -4.144059  -0.001 SNLS 03D1fc\n",
       "  03D1fq   0.799  0.8000  24.510 ...  36.731935  -4.302217  -0.012 SNLS 03D1fq\n",
       "     ...     ...     ...     ... ...        ...        ...     ...         ...\n",
       "sn2006td   0.016  0.0159  15.720 ...  29.565670  36.349380  -0.009    sn2006td\n",
       "sn2007ae   0.063  0.0644  17.798 ... 255.466950  79.031740  -0.020    sn2007ae\n",
       "sn2007bc   0.022  0.0208  15.902 ... 169.810690  20.808960  -0.009    sn2007bc\n",
       "sn2007bd   0.032  0.0310  16.581 ... 127.889060  -1.199370  -0.011    sn2007bd\n",
       "sn2007ci   0.019  0.0181  15.893 ... 176.441050  19.770480  -0.009    sn2007ci\n",
       "sn2007co   0.027  0.0270  16.504 ... 275.765000  29.897050  -0.010    sn2007co\n",
       "sn2007cq   0.025  0.0259  15.798 ... 333.668430   5.080160  -0.010    sn2007cq\n",
       " sn2007f   0.024  0.0236  15.896 ... 195.812750  50.618760  -0.009     sn2007f\n",
       "sn2007qe   0.024  0.0240  16.068 ... 358.553990  27.409170  -0.009    sn2007qe\n",
       "sn2008bf   0.022  0.0213  15.719 ... 181.011990  20.245080  -0.009    sn2008bf"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7f8bf8bbddd0>]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from astroquery.vizier import Vizier\n",
    "\n",
    "vizier = Vizier(row_limit=1000)\n",
    "tables = vizier.get_catalogs('J/A+A/568/A22/tablef3')\n",
    "table = tables[0]\n",
    "display(table)\n",
    "\n",
    "plt.plot(table['zcmb'], table['mb'], 'x')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\\begin{table}\n",
      "\\begin{tabular}{ccccccccccccccccccccc}\n",
      "Name & zcmb & zhel & mb & e_mb & x1 & e_x1 & c & e_c & logMst & e_logMst & tmax & e_tmax & cov_mb_s_ & cov_mb_c_ & cov_s_c_ & set & RAJ2000 & DEJ2000 & bias & SimbadName \\\\\n",
      " &  &  & $\\mathrm{mag}$ & $\\mathrm{mag}$ &  &  &  &  & [Msun] & [Msun] & $\\mathrm{d}$ & $\\mathrm{d}$ &  &  &  &  & $\\mathrm{deg}$ & $\\mathrm{deg}$ & $\\mathrm{mag}$ &  \\\\\n",
      "03D1au & 0.503 & 0.5043 & 23.002 & 0.088 & 1.273 & 0.150 & -0.012 & 0.030 & 9.517 & 0.110 & 52909.745 & 0.214 & 0.00079 & 0.00044 & -0.00003 & 1 & 36.043210 & -4.037469 & 0.002 & SNLS 03D1au \\\\\n",
      "03D1aw & 0.581 & 0.5820 & 23.574 & 0.090 & 0.974 & 0.274 & -0.025 & 0.037 & 9.169 & 0.088 & 52902.898 & 0.353 & 0.00282 & 0.00041 & 0.00157 & 1 & 36.061634 & -4.517158 & 0.001 & SNLS 03D1aw \\\\\n",
      "03D1ax & 0.495 & 0.4960 & 22.960 & 0.088 & -0.729 & 0.102 & -0.100 & 0.030 & 11.580 & 0.112 & 52915.924 & 0.112 & 0.00054 & 0.00047 & -0.00002 & 1 & 36.097287 & -4.720774 & 0.002 & SNLS 03D1ax \\\\\n",
      "03D1bp & 0.346 & 0.3470 & 22.398 & 0.087 & -1.155 & 0.113 & -0.041 & 0.027 & 10.821 & 0.124 & 52920.249 & 0.103 & 0.00111 & 0.00062 & 0.00029 & 1 & 36.657235 & -4.838779 & 0.000 & SNLS 03D1bp \\\\\n",
      "03D1co & 0.678 & 0.6790 & 24.078 & 0.098 & 0.619 & 0.404 & -0.039 & 0.067 & 8.647 & 0.284 & 52954.458 & 0.455 & 0.01186 & 0.00078 & 0.00590 & 1 & 36.567748 & -4.935050 & -0.003 & SNLS 03D1co \\\\\n",
      "03D1dt & 0.611 & 0.6120 & 23.285 & 0.093 & -1.162 & 1.641 & -0.095 & 0.050 & 9.715 & 0.092 & 52962.253 & 0.977 & 0.02967 & 0.00095 & 0.04436 & 1 & 36.629968 & -4.052341 & 0.000 & SNLS 03D1dt \\\\\n",
      "03D1ew & 0.866 & 0.8680 & 24.354 & 0.106 & 0.376 & 0.348 & -0.063 & 0.068 & 8.530 & 0.805 & 52991.742 & 0.665 & 0.00318 & -0.00160 & 0.00409 & 1 & 36.058795 & -4.665852 & -0.018 & SNLS 03D1ew \\\\\n",
      "03D1fc & 0.331 & 0.3320 & 21.861 & 0.086 & 0.650 & 0.119 & -0.018 & 0.024 & 10.391 & 0.036 & 53002.764 & 0.104 & 0.00101 & 0.00053 & 0.00054 & 1 & 36.431648 & -4.144059 & -0.001 & SNLS 03D1fc \\\\\n",
      "03D1fq & 0.799 & 0.8000 & 24.510 & 0.102 & -1.057 & 0.407 & -0.056 & 0.065 & 10.651 & 0.127 & 52999.213 & 0.656 & 0.00590 & -0.00112 & 0.00355 & 1 & 36.731935 & -4.302217 & -0.012 & SNLS 03D1fq \\\\\n",
      "03D3aw & 0.450 & 0.4490 & 22.667 & 0.092 & 0.810 & 0.232 & -0.086 & 0.038 & 10.695 & 0.034 & 52767.328 & 0.201 & 0.00547 & 0.00079 & 0.00066 & 1 & 215.223049 & 52.605624 & 0.001 & SNLS 03D3aw \\\\\n",
      "03D3ay & 0.371 & 0.3709 & 22.273 & 0.091 & 0.570 & 0.198 & -0.054 & 0.033 & 10.198 & 0.068 & 52767.625 & 0.142 & 0.00491 & 0.00090 & 0.00091 & 1 & 214.493580 & 52.482613 & 0.000 & SNLS 03D3ay \\\\\n",
      "03D3ba & 0.292 & 0.2912 & 21.961 & 0.093 & 0.761 & 0.173 & 0.116 & 0.035 & 10.211 & 0.094 & 52749.605 & 0.805 & -0.00291 & 0.00133 & -0.00114 & 1 & 214.139297 & 52.342190 & -0.001 & SNLS 03D3ba \\\\\n",
      "03D3bl & 0.356 & 0.3553 & 22.927 & 0.087 & 0.056 & 0.193 & 0.205 & 0.030 & 10.831 & 0.092 & 52787.142 & 0.289 & 0.00039 & 0.00066 & -0.00053 & 1 & 214.982501 & 53.097401 & 0.000 & SNLS 03D3bl \\\\\n",
      "03D3cd & 0.461 & 0.4607 & 22.575 & 0.096 & 1.862 & 0.565 & -0.043 & 0.038 & 9.339 & 0.152 & 52801.729 & 0.226 & 0.02190 & 0.00131 & 0.01088 & 1 & 214.666364 & 52.612079 & 0.002 & SNLS 03D3cd \\\\\n",
      "03D4ag & 0.284 & 0.2850 & 21.257 & 0.087 & 0.937 & 0.105 & -0.085 & 0.023 & 10.628 & 0.099 & 52830.931 & 0.096 & 0.00101 & 0.00052 & -0.00024 & 1 & 333.690959 & -17.739655 & -0.001 & SNLS 03D4ag \\\\\n",
      "03D4at & 0.632 & 0.6340 & 23.739 & 0.093 & 0.209 & 0.330 & -0.051 & 0.067 & 8.751 & 0.078 & 52816.960 & 0.561 & 0.00370 & 0.00079 & 0.00145 & 1 & 333.600166 & -17.776726 & -0.001 & SNLS 03D4at \\\\\n",
      "03D4au & 0.466 & 0.4680 & 23.790 & 0.090 & 0.377 & 0.333 & 0.122 & 0.043 & 9.464 & 0.106 & 52816.177 & 0.504 & 0.00324 & 0.00084 & 0.00089 & 1 & 334.041366 & -18.077590 & 0.002 & SNLS 03D4au \\\\\n",
      "03D4cj & 0.269 & 0.2700 & 21.058 & 0.086 & 1.151 & 0.085 & -0.080 & 0.023 & 6.000 & 5.000 & 52889.694 & 0.093 & 0.00060 & 0.00054 & -0.00004 & 1 & 334.027611 & -17.704656 & -0.001 & SNLS 03D4cj \\\\\n",
      "03D4cx & 0.947 & 0.9490 & 24.460 & 0.115 & -0.096 & 0.673 & 0.057 & 0.065 & 11.008 & 0.157 & 52882.827 & 1.128 & 0.01828 & -0.00205 & 0.00130 & 1 & 333.640640 & -17.587511 & -0.026 & SNLS 03D4cx \\\\\n",
      "03D4cy & 0.925 & 0.9270 & 24.706 & 0.125 & 0.863 & 0.640 & -0.058 & 0.072 & 9.705 & 0.236 & 52900.101 & 0.800 & 0.02808 & -0.00237 & 0.00675 & 1 & 333.418394 & -17.681641 & -0.024 & SNLS 03D4cy \\\\\n",
      "03D4cz & 0.693 & 0.6950 & 24.032 & 0.100 & -1.764 & 0.385 & -0.077 & 0.085 & 10.389 & 0.245 & 52894.649 & 0.425 & 0.01038 & 0.00056 & 0.00685 & 1 & 334.174418 & -17.926271 & -0.004 & SNLS 03D4cz \\\\\n",
      "03D4dh & 0.625 & 0.6270 & 23.387 & 0.091 & 1.128 & 0.184 & -0.043 & 0.050 & 9.414 & 0.162 & 52906.261 & 0.266 & 0.00127 & 0.00065 & -0.00029 & 1 & 334.379280 & -17.629653 & 0.000 & SNLS 03D4dh \\\\\n",
      "03D4di & 0.897 & 0.8990 & 24.333 & 0.110 & 1.454 & 0.416 & -0.084 & 0.064 & 9.879 & 0.064 & 52901.059 & 0.534 & 0.00916 & -0.00162 & 0.00386 & 1 & 333.542663 & -17.506617 & -0.021 & SNLS 03D4di \\\\\n",
      "03D4dy & 0.608 & 0.6100 & 23.245 & 0.091 & 1.138 & 0.183 & -0.098 & 0.036 & 5.294 & 52.870 & 52904.254 & 0.257 & 0.00183 & 0.00039 & 0.00083 & 1 & 333.710523 & -17.956479 & 0.000 & SNLS 03D4dy \\\\\n",
      "03D4fd & 0.789 & 0.7910 & 24.222 & 0.100 & 0.784 & 0.472 & -0.043 & 0.066 & 10.005 & 0.220 & 52938.532 & 0.701 & 0.00429 & -0.00083 & 0.00488 & 1 & 334.060214 & -17.395573 & -0.011 & SNLS 03D4fd \\\\\n",
      "03D4gf & 0.578 & 0.5800 & 23.324 & 0.090 & 0.509 & 0.312 & -0.036 & 0.038 & 7.638 & 0.290 & 52936.584 & 0.410 & 0.00236 & 0.00038 & 0.00246 & 1 & 333.595552 & -17.734032 & 0.001 & SNLS 03D4gf \\\\\n",
      "03D4gg & 0.590 & 0.5920 & 23.431 & 0.093 & 1.001 & 0.435 & 0.012 & 0.040 & 10.162 & 0.006 & 52943.107 & 0.554 & 0.00661 & 0.00011 & 0.00011 & 1 & 334.167458 & -18.164458 & 0.001 & SNLS 03D4gg \\\\\n",
      "04D1aj & 0.720 & 0.7210 & 23.899 & 0.096 & 0.391 & 0.357 & -0.034 & 0.067 & 6.000 & 5.000 & 52998.962 & 0.561 & 0.00505 & -0.00024 & 0.00132 & 1 & 36.474835 & -4.994610 & -0.005 & SNLS 04D1aj \\\\\n",
      "04D1dc & 0.210 & 0.2110 & 21.057 & 0.086 & -1.236 & 0.062 & -0.003 & 0.025 & 10.635 & 0.042 & 53230.680 & 0.160 & -0.00011 & 0.00060 & -0.00020 & 1 & 36.576935 & -4.311968 & -0.001 & SNLS 04D1dc \\\\\n",
      "04D1de & 0.767 & 0.7680 & 24.132 & 0.097 & 0.906 & 0.244 & -0.119 & 0.056 & 9.640 & 0.166 & 53245.997 & 0.244 & 0.00422 & -0.00014 & -0.00046 & 1 & 36.649621 & -4.422623 & -0.009 & SNLS 04D1de \\\\\n",
      "04D1ff & 0.859 & 0.8600 & 24.246 & 0.102 & 0.728 & 0.277 & 0.047 & 0.058 & 8.730 & 0.304 & 53251.194 & 0.334 & 0.00497 & -0.00069 & 0.00072 & 1 & 36.410924 & -4.902631 & -0.017 & SNLS 04D1ff \\\\\n",
      "04D1hd & 0.368 & 0.3690 & 22.157 & 0.086 & 0.789 & 0.068 & -0.092 & 0.022 & 8.199 & 0.090 & 53268.298 & 0.081 & 0.00007 & 0.00044 & -0.00015 & 1 & 36.536808 & -4.109634 & 0.000 & SNLS 04D1hd \\\\\n",
      "04D1hx & 0.559 & 0.5600 & 23.700 & 0.090 & 0.285 & 0.192 & 0.112 & 0.035 & 9.645 & 0.134 & 53260.059 & 0.267 & 0.00135 & 0.00052 & 0.00007 & 1 & 36.177063 & -4.790326 & 0.001 & SNLS 04D1hx \\\\\n",
      "04D1hy & 0.849 & 0.8500 & 24.295 & 0.101 & 1.151 & 0.276 & -0.054 & 0.055 & 8.086 & 0.826 & 53264.641 & 0.394 & 0.00328 & -0.00075 & 0.00035 & 1 & 36.036226 & -4.831071 & -0.016 & SNLS 04D1hy \\\\\n",
      "04D1iv & 0.996 & 0.9980 & 24.618 & 0.112 & 1.273 & 0.343 & -0.131 & 0.051 & 9.034 & 0.450 & 53264.473 & 0.474 & 0.00626 & -0.00151 & 0.00170 & 1 & 36.200212 & -4.152559 & -0.031 & SNLS 04D1iv \\\\\n",
      "04D1jd & 0.777 & 0.7780 & 24.398 & 0.098 & 0.135 & 0.287 & 0.099 & 0.070 & 10.380 & 0.148 & 53259.204 & 0.451 & 0.00349 & -0.00064 & 0.00204 & 1 & 36.961818 & -4.943790 & -0.010 & SNLS 04D1jd \\\\\n",
      "04D1jg & 0.583 & 0.5842 & 23.273 & 0.090 & 0.265 & 0.159 & -0.105 & 0.034 & 11.338 & 0.150 & 53273.566 & 0.213 & 0.00149 & 0.00037 & 0.00048 & 1 & 36.552319 & -4.134800 & 0.001 & SNLS 04D1jg \\\\\n",
      "04D1kj & 0.584 & 0.5850 & 23.336 & 0.089 & 0.218 & 0.126 & -0.063 & 0.030 & 9.929 & 0.108 & 53297.246 & 0.167 & 0.00080 & 0.00036 & -0.00002 & 1 & 36.969417 & -4.180252 & 0.001 & SNLS 04D1kj \\\\\n",
      "04D1ks & 0.797 & 0.7980 & 24.129 & 0.098 & 0.699 & 0.263 & 0.094 & 0.062 & 7.966 & 0.719 & 53291.390 & 0.382 & 0.00318 & -0.00054 & 0.00150 & 1 & 36.039649 & -4.978721 & -0.011 & SNLS 04D1ks \\\\\n",
      "04D1oh & 0.589 & 0.5900 & 23.396 & 0.091 & -0.067 & 0.207 & -0.069 & 0.033 & 9.170 & 0.152 & 53308.275 & 0.204 & 0.00311 & 0.00040 & 0.00062 & 1 & 36.259840 & -4.236187 & 0.001 & SNLS 04D1oh \\\\\n",
      "04D1ow & 0.913 & 0.9150 & 24.344 & 0.105 & -0.044 & 0.286 & -0.161 & 0.052 & 9.397 & 1.374 & 53311.746 & 0.341 & 0.00552 & -0.00081 & 0.00107 & 1 & 36.677899 & -4.306190 & -0.023 & SNLS 04D1ow \\\\\n",
      "04D1pc & 0.769 & 0.7700 & 24.546 & 0.097 & -0.334 & 0.339 & 0.085 & 0.064 & 10.418 & 0.180 & 53324.792 & 0.461 & 0.00424 & -0.00006 & 0.00350 & 1 & 36.603650 & -4.399400 & -0.009 & SNLS 04D1pc \\\\\n",
      "04D1pd & 0.948 & 0.9500 & 24.677 & 0.112 & 0.183 & 0.422 & 0.041 & 0.061 & 10.215 & 0.114 & 53318.504 & 0.675 & 0.01050 & -0.00153 & 0.00254 & 1 & 36.915633 & -4.631172 & -0.026 & SNLS 04D1pd \\\\\n",
      "04D1pg & 0.514 & 0.5150 & 23.573 & 0.090 & 0.986 & 0.196 & 0.103 & 0.036 & 9.808 & 0.161 & 53326.888 & 0.243 & 0.00266 & 0.00069 & 0.00128 & 1 & 36.767329 & -4.175287 & 0.002 & SNLS 04D1pg \\\\\n",
      "04D1pp & 0.734 & 0.7350 & 23.985 & 0.094 & -1.345 & 0.223 & -0.117 & 0.053 & 11.382 & 0.090 & 53320.365 & 0.342 & 0.00179 & 0.00018 & 0.00037 & 1 & 36.301993 & -4.701584 & -0.006 & SNLS 04D1pp \\\\\n",
      "04D1pu & 0.638 & 0.6390 & 24.012 & 0.101 & -1.611 & 0.377 & 0.107 & 0.083 & 9.314 & 0.240 & 53330.125 & 0.492 & 0.00929 & 0.00179 & 0.00655 & 1 & 36.868641 & -4.744934 & -0.001 & SNLS 04D1pu \\\\\n",
      "04D1qd & 0.766 & 0.7670 & 24.244 & 0.096 & 0.181 & 0.273 & 0.012 & 0.054 & 10.496 & 0.064 & 53329.536 & 0.368 & 0.00376 & 0.00019 & 0.00228 & 1 & 36.637813 & -4.107177 & -0.009 & SNLS 04D1qd \\\\\n",
      "04D1rh & 0.435 & 0.4360 & 22.556 & 0.087 & 0.828 & 0.210 & -0.057 & 0.026 & 9.888 & 0.132 & 53350.854 & 0.260 & 0.00074 & 0.00049 & 0.00014 & 1 & 36.946448 & -4.253765 & 0.001 & SNLS 04D1rh \\\\\n",
      "04D1rx & 0.983 & 0.9850 & 24.760 & 0.114 & 0.595 & 0.449 & -0.099 & 0.059 & 9.769 & 0.125 & 53352.515 & 0.843 & 0.00606 & -0.00180 & 0.00662 & 1 & 36.295958 & -4.618349 & -0.030 & SNLS 04D1rx \\\\\n",
      "04D1sa & 0.584 & 0.5850 & 23.564 & 0.092 & -0.443 & 0.289 & -0.066 & 0.034 & 10.623 & 0.064 & 53360.231 & 0.322 & 0.00402 & 0.00029 & 0.00042 & 1 & 36.983995 & -4.176071 & 0.001 & SNLS 04D1sa \\\\\n",
      "04D1si & 0.701 & 0.7020 & 23.858 & 0.094 & 0.137 & 0.297 & -0.012 & 0.054 & 10.638 & 0.127 & 53359.930 & 0.367 & 0.00417 & 0.00035 & 0.00147 & 1 & 36.203316 & -4.568950 & -0.004 & SNLS 04D1si \\\\\n",
      "04D1sk & 0.662 & 0.6634 & 24.073 & 0.093 & 0.445 & 0.377 & 0.084 & 0.056 & 10.416 & 0.150 & 53355.272 & 0.524 & 0.00426 & 0.00058 & 0.00255 & 1 & 36.094908 & -4.353621 & -0.002 & SNLS 04D1sk \\\\\n",
      "04D2al & 0.838 & 0.8360 & 24.338 & 0.114 & -1.314 & 1.142 & -0.090 & 0.083 & 9.642 & 0.219 & 53034.722 & 1.164 & -0.01842 & -0.00296 & 0.05358 & 1 & 150.468646 & 2.164106 & -0.015 & SNLS 04D2al \\\\\n",
      "04D2an & 0.622 & 0.6200 & 23.581 & 0.092 & -0.297 & 0.570 & -0.044 & 0.048 & 7.542 & 0.574 & 53031.163 & 0.690 & 0.00576 & 0.00028 & 0.00751 & 1 & 150.217956 & 2.041230 & 0.000 & SNLS 04D2an \\\\\n",
      "04D2cf & 0.371 & 0.3690 & 22.463 & 0.096 & -0.862 & 0.218 & -0.014 & 0.035 & 10.809 & 0.158 & 53075.840 & 0.924 & -0.00515 & 0.00136 & -0.00258 & 1 & 150.483707 & 1.879478 & 0.000 & SNLS 04D2cf \\\\\n",
      "04D2fp & 0.417 & 0.4150 & 22.547 & 0.087 & 0.385 & 0.128 & -0.050 & 0.028 & 10.235 & 0.218 & 53107.439 & 0.161 & 0.00065 & 0.00051 & -0.00027 & 1 & 149.867166 & 2.321014 & 0.001 & SNLS 04D2fp \\\\\n",
      "04D2fs & 0.359 & 0.3570 & 22.425 & 0.086 & 0.094 & 0.102 & 0.061 & 0.026 & 8.386 & 0.294 & 53107.698 & 0.128 & 0.00033 & 0.00052 & -0.00033 & 1 & 150.092026 & 1.765398 & 0.000 & SNLS 04D2fs \\\\\n",
      "04D2gb & 0.452 & 0.4500 & 22.903 & 0.088 & -1.588 & 0.173 & 0.028 & 0.034 & 10.246 & 0.090 & 53108.401 & 0.207 & 0.00105 & 0.00058 & -0.00030 & 1 & 150.594449 & 1.894161 & 0.001 & SNLS 04D2gb \\\\\n",
      "04D2gc & 0.523 & 0.5210 & 23.329 & 0.089 & 1.140 & 0.202 & 0.018 & 0.036 & 9.326 & 0.202 & 53118.117 & 0.254 & 0.00176 & 0.00041 & -0.00030 & 1 & 150.413604 & 1.883052 & 0.002 & SNLS 04D2gc \\\\\n",
      "04D2gp & 0.734 & 0.7320 & 24.212 & 0.103 & -1.352 & 0.413 & -0.141 & 0.086 & 8.834 & 0.230 & 53110.450 & 0.585 & 0.00779 & -0.00130 & 0.00443 & 1 & 149.834888 & 2.508879 & -0.006 & SNLS 04D2gp \\\\\n",
      "04D2iu & 0.702 & 0.7000 & 24.227 & 0.100 & -1.908 & 0.419 & 0.041 & 0.085 & 6.000 & 5.000 & 53120.736 & 0.517 & 0.00831 & -0.00073 & 0.00218 & 1 & 150.304914 & 2.415050 & -0.004 & SNLS 04D2iu \\\\\n",
      "04D2ja & 0.742 & 0.7400 & 24.094 & 0.103 & 0.358 & 0.400 & -0.202 & 0.071 & 10.991 & 0.094 & 53123.200 & 0.479 & 0.01166 & -0.00137 & -0.00229 & 1 & 149.702091 & 1.771737 & -0.007 & SNLS 04D2ja \\\\\n",
      "04D2kr & 0.746 & 0.7441 & 23.856 & 0.096 & 0.789 & 0.314 & -0.024 & 0.053 & 6.000 & 5.000 & 53359.385 & 0.421 & 0.00492 & 0.00006 & -0.00069 & 1 & 150.155592 & 1.711927 & -0.007 & SNLS 04D2kr \\\\\n",
      "04D2mc & 0.350 & 0.3480 & 22.510 & 0.090 & -1.797 & 0.126 & 0.085 & 0.030 & 10.960 & 0.118 & 53367.172 & 0.132 & 0.00203 & 0.00089 & 0.00079 & 1 & 150.148125 & 1.784181 & 0.000 & SNLS 04D2mc \\\\\n",
      "04D2mh & 0.592 & 0.5900 & 23.386 & 0.090 & 1.581 & 0.174 & 0.023 & 0.034 & 9.097 & 0.418 & 53376.332 & 0.246 & 0.00145 & 0.00051 & 0.00011 & 1 & 149.941201 & 2.141025 & 0.001 & SNLS 04D2mh \\\\\n",
      "04D2mj & 0.515 & 0.5130 & 23.777 & 0.090 & 1.541 & 0.225 & 0.156 & 0.035 & 9.548 & 0.123 & 53374.440 & 0.269 & 0.00278 & 0.00070 & 0.00028 & 1 & 150.152215 & 2.577067 & 0.002 & SNLS 04D2mj \\\\\n",
      "04D3co & 0.621 & 0.6200 & 23.784 & 0.093 & -0.677 & 0.195 & -0.028 & 0.046 & 9.517 & 0.243 & 53101.472 & 0.261 & 0.00316 & 0.00046 & 0.00103 & 1 & 214.458245 & 52.963611 & 0.000 & SNLS 04D3co \\\\\n",
      "04D3cy & 0.644 & 0.6430 & 23.786 & 0.094 & -0.205 & 0.205 & -0.028 & 0.065 & 9.980 & 0.212 & 53101.095 & 0.264 & 0.00356 & 0.00081 & 0.00134 & 1 & 214.551810 & 52.658332 & -0.001 & SNLS 04D3cy \\\\\n",
      "04D3dd & 1.003 & 1.0020 & 25.039 & 0.137 & 0.672 & 0.684 & -0.016 & 0.075 & 9.480 & 0.134 & 53113.477 & 1.147 & 0.02880 & -0.00357 & 0.01190 & 1 & 214.451686 & 52.470678 & -0.032 & SNLS 04D3dd \\\\\n",
      "04D3df & 0.471 & 0.4700 & 23.532 & 0.088 & -2.069 & 0.150 & 0.106 & 0.030 & 6.000 & 5.000 & 53119.610 & 0.190 & 0.00055 & 0.00049 & -0.00010 & 1 & 214.541671 & 52.277686 & 0.002 & SNLS 04D3df \\\\\n",
      "04D3do & 0.611 & 0.6100 & 23.560 & 0.091 & -0.831 & 0.149 & -0.119 & 0.033 & 10.485 & 0.071 & 53112.990 & 0.263 & 0.00071 & 0.00022 & -0.00073 & 1 & 214.442008 & 52.267553 & 0.000 & SNLS 04D3do \\\\\n",
      "04D3ez & 0.263 & 0.2630 & 21.666 & 0.086 & -1.083 & 0.084 & 0.027 & 0.023 & 10.290 & 0.012 & 53115.466 & 0.130 & 0.00014 & 0.00051 & 0.00003 & 1 & 214.782644 & 53.071948 & -0.001 & SNLS 04D3ez \\\\\n",
      "04D3fk & 0.358 & 0.3578 & 22.516 & 0.086 & -0.387 & 0.081 & 0.079 & 0.023 & 10.189 & 0.076 & 53126.932 & 0.083 & 0.00031 & 0.00048 & -0.00003 & 1 & 214.609102 & 52.528468 & 0.000 & SNLS 04D3fk \\\\\n",
      "04D3fq & 0.743 & 0.7420 & 24.096 & 0.097 & -0.430 & 0.363 & -0.041 & 0.069 & 9.299 & 0.046 & 53120.156 & 0.498 & 0.00375 & -0.00047 & 0.00251 & 1 & 214.241188 & 52.379472 & -0.007 & SNLS 04D3fq \\\\\n",
      "04D3gt & 0.452 & 0.4510 & 23.242 & 0.088 & -0.214 & 0.112 & 0.191 & 0.029 & 11.340 & 0.094 & 53137.867 & 0.148 & 0.00050 & 0.00053 & -0.00019 & 1 & 215.635796 & 52.646921 & 0.001 & SNLS 04D3gt \\\\\n",
      "04D3gx & 0.911 & 0.9100 & 24.654 & 0.112 & -0.449 & 0.439 & -0.146 & 0.059 & 6.000 & 5.000 & 53125.846 & 0.515 & 0.00945 & -0.00172 & 0.00217 & 1 & 215.056948 & 52.282777 & -0.022 & SNLS 04D3gx \\\\\n",
      "04D3hn & 0.553 & 0.5520 & 23.488 & 0.090 & -0.574 & 0.124 & 0.074 & 0.037 & 10.790 & 0.022 & 53137.153 & 0.180 & 0.00099 & 0.00054 & 0.00040 & 1 & 215.528731 & 52.228587 & 0.001 & SNLS 04D3hn \\\\\n",
      "04D3kr & 0.338 & 0.3370 & 21.966 & 0.086 & 1.232 & 0.086 & -0.019 & 0.023 & 9.287 & 0.066 & 53166.004 & 0.120 & 0.00012 & 0.00048 & -0.00015 & 1 & 214.149726 & 52.478874 & 0.000 & SNLS 04D3kr \\\\\n",
      "04D3ks & 0.751 & 0.7500 & 23.809 & 0.099 & 0.624 & 0.308 & -0.030 & 0.064 & 8.459 & 0.226 & 53163.232 & 0.348 & 0.00690 & -0.00058 & -0.00020 & 1 & 215.639780 & 52.185184 & -0.008 & SNLS 04D3ks \\\\\n",
      "04D3lp & 0.984 & 0.9830 & 24.983 & 0.142 & -1.386 & 0.568 & 0.009 & 0.079 & 8.895 & 0.125 & 53148.881 & 0.859 & 0.02308 & -0.00456 & 0.00350 & 1 & 214.962120 & 52.503195 & -0.030 & SNLS 04D3lp \\\\\n",
      "04D3lu & 0.823 & 0.8220 & 24.373 & 0.100 & -0.557 & 0.230 & -0.125 & 0.059 & 11.111 & 0.076 & 53169.145 & 0.400 & 0.00199 & -0.00076 & 0.00174 & 1 & 215.283209 & 52.974792 & -0.014 & SNLS 04D3lu \\\\\n",
      "04D3mk & 0.814 & 0.8130 & 24.297 & 0.099 & -0.269 & 0.284 & -0.147 & 0.057 & 9.719 & 0.349 & 53179.534 & 0.328 & 0.00266 & -0.00063 & 0.00227 & 1 & 214.857351 & 53.163694 & -0.013 & SNLS 04D3mk \\\\\n",
      "04D3ml & 0.951 & 0.9500 & 24.596 & 0.112 & 1.170 & 0.446 & -0.137 & 0.054 & 9.882 & 0.208 & 53180.278 & 0.591 & 0.01002 & -0.00156 & 0.00184 & 1 & 214.162783 & 53.093253 & -0.027 & SNLS 04D3ml \\\\\n",
      "04D3nc & 0.818 & 0.8170 & 24.272 & 0.102 & 1.190 & 0.450 & -0.083 & 0.057 & 9.127 & 0.076 & 53187.937 & 0.499 & 0.00855 & -0.00062 & 0.00386 & 1 & 214.075911 & 52.273804 & -0.013 & SNLS 04D3nc \\\\\n",
      "04D3nh & 0.341 & 0.3400 & 22.137 & 0.086 & 0.612 & 0.088 & -0.004 & 0.022 & 9.356 & 0.020 & 53174.384 & 0.100 & 0.00025 & 0.00045 & 0.00010 & 1 & 215.611283 & 52.333448 & 0.000 & SNLS 04D3nh \\\\\n",
      "04D3nr & 0.961 & 0.9600 & 24.587 & 0.116 & 0.201 & 0.482 & 0.027 & 0.060 & 6.000 & 5.000 & 53185.906 & 0.589 & 0.01801 & -0.00211 & -0.00517 & 1 & 215.660448 & 52.648687 & -0.028 & SNLS 04D3nr \\\\\n",
      "04D3ny & 0.811 & 0.8100 & 24.234 & 0.106 & -0.075 & 0.491 & -0.015 & 0.066 & 10.032 & 0.262 & 53194.182 & 0.625 & 0.01105 & -0.00097 & 0.00624 & 1 & 214.734665 & 52.187465 & -0.013 & SNLS 04D3ny \\\\\n",
      "04D3oe & 0.757 & 0.7560 & 24.055 & 0.096 & -1.003 & 0.277 & -0.246 & 0.060 & 7.492 & 54.194 & 53195.271 & 0.344 & 0.00253 & -0.00025 & 0.00220 & 1 & 214.914099 & 52.553847 & -0.008 & SNLS 04D3oe \\\\\n",
      "04D4an & 0.611 & 0.6130 & 24.015 & 0.095 & -0.361 & 0.403 & 0.020 & 0.042 & 10.541 & 0.154 & 53183.690 & 0.490 & 0.00972 & 0.00037 & 0.00203 & 1 & 333.987920 & -17.695501 & 0.000 & SNLS 04D4an \\\\\n",
      "04D4bk & 0.878 & 0.8800 & 24.329 & 0.103 & 1.742 & 0.436 & -0.113 & 0.060 & 7.844 & 1.086 & 53192.084 & 0.485 & 0.00781 & -0.00062 & 0.00692 & 1 & 333.782100 & -18.060275 & -0.019 & SNLS 04D4bk \\\\\n",
      "04D4bq & 0.548 & 0.5500 & 23.337 & 0.091 & 0.649 & 0.262 & 0.101 & 0.039 & 8.706 & 0.752 & 53193.681 & 0.297 & 0.00453 & 0.00065 & 0.00188 & 1 & 333.705933 & -17.827595 & 0.001 & SNLS 04D4bq \\\\\n",
      "04D4dm & 0.809 & 0.8110 & 24.395 & 0.102 & -0.266 & 0.320 & 0.003 & 0.062 & 8.977 & 0.124 & 53199.657 & 0.580 & 0.00368 & -0.00078 & 0.00325 & 1 & 333.856058 & -17.245159 & -0.013 & SNLS 04D4dm \\\\\n",
      "04D4dw & 1.029 & 1.0310 & 24.589 & 0.125 & 1.103 & 0.424 & -0.142 & 0.061 & 10.785 & 0.220 & 53200.719 & 0.672 & 0.00951 & -0.00281 & 0.00382 & 1 & 334.186140 & -17.834071 & -0.034 & SNLS 04D4dw \\\\\n",
      "04D4fx & 0.627 & 0.6290 & 23.513 & 0.092 & 0.954 & 0.194 & -0.034 & 0.051 & 8.305 & 0.656 & 53242.513 & 0.219 & 0.00248 & 0.00072 & 0.00016 & 1 & 334.158899 & -18.066356 & -0.001 & SNLS 04D4fx \\\\\n",
      "04D4gg & 0.422 & 0.4240 & 22.726 & 0.088 & 1.237 & 0.139 & 0.083 & 0.027 & 10.057 & 0.346 & 53246.783 & 0.122 & 0.00146 & 0.00061 & 0.00047 & 1 & 334.038579 & -17.294411 & 0.001 & SNLS 04D4gg \\\\\n",
      "04D4hf & 0.934 & 0.9360 & 24.816 & 0.127 & 0.846 & 0.645 & 0.039 & 0.084 & 8.528 & 1.276 & 53236.711 & 1.441 & 0.01909 & -0.00346 & -0.00312 & 1 & 334.241251 & -17.687025 & -0.025 & SNLS 04D4hf \\\\\n",
      "04D4hu & 0.701 & 0.7030 & 23.921 & 0.095 & 0.015 & 0.236 & -0.108 & 0.059 & 9.475 & 0.222 & 53256.877 & 0.369 & 0.00305 & 0.00019 & 0.00045 & 1 & 333.900866 & -17.838900 & -0.004 & SNLS 04D4hu \\\\\n",
      "04D4ib & 0.697 & 0.6990 & 23.589 & 0.093 & 0.976 & 0.218 & -0.138 & 0.053 & 10.994 & 0.118 & 53267.439 & 0.290 & 0.00204 & 0.00029 & 0.00059 & 1 & 334.173804 & -18.105089 & -0.004 & SNLS 04D4ib \\\\\n",
      "04D4ic & 0.685 & 0.6870 & 24.118 & 0.098 & -0.866 & 0.390 & -0.011 & 0.073 & 9.325 & 0.155 & 53256.305 & 0.650 & 0.00701 & 0.00012 & 0.00160 & 1 & 333.591057 & -17.943487 & -0.003 & SNLS 04D4ic \\\\\n",
      "04D4id & 0.767 & 0.7690 & 24.198 & 0.101 & 0.681 & 0.449 & -0.174 & 0.061 & 10.324 & 0.196 & 53261.695 & 0.708 & 0.00750 & -0.00074 & 0.00181 & 1 & 334.089165 & -17.229027 & -0.009 & SNLS 04D4id \\\\\n",
      "04D4ih & 0.932 & 0.9340 & 24.399 & 0.111 & 0.318 & 0.345 & -0.214 & 0.053 & 10.855 & 0.128 & 53269.569 & 0.424 & 0.00799 & -0.00159 & -0.00114 & 1 & 334.320937 & -17.677382 & -0.025 & SNLS 04D4ih \\\\\n",
      "04D4ii & 0.864 & 0.8660 & 24.398 & 0.104 & 1.338 & 0.417 & -0.007 & 0.060 & 10.931 & 0.149 & 53273.865 & 0.524 & 0.00758 & -0.00080 & 0.00494 & 1 & 333.981800 & -17.657478 & -0.018 & SNLS 04D4ii \\\\\n",
      "04D4im & 0.749 & 0.7510 & 23.830 & 0.096 & 0.937 & 0.237 & 0.033 & 0.060 & 11.199 & 0.102 & 53285.344 & 0.309 & 0.00333 & -0.00023 & -0.00150 & 1 & 333.753525 & -17.396042 & -0.008 & SNLS 04D4im \\\\\n",
      "04D4in & 0.514 & 0.5160 & 22.881 & 0.089 & 1.531 & 0.147 & -0.070 & 0.029 & 9.101 & 0.102 & 53278.572 & 0.143 & 0.00155 & 0.00050 & 0.00045 & 1 & 333.785725 & -17.261028 & 0.002 & SNLS 04D4in \\\\\n",
      "04D4jr & 0.468 & 0.4700 & 22.635 & 0.087 & 1.528 & 0.121 & -0.063 & 0.027 & 8.024 & 0.676 & 53298.423 & 0.154 & 0.00056 & 0.00041 & -0.00018 & 1 & 333.559666 & -17.350217 & 0.002 & SNLS 04D4jr \\\\\n",
      "04D4ju & 0.470 & 0.4720 & 23.759 & 0.088 & 0.448 & 0.224 & 0.153 & 0.035 & 9.239 & 0.177 & 53293.122 & 0.283 & 0.00170 & 0.00050 & -0.00009 & 1 & 334.261358 & -17.332814 & 0.002 & SNLS 04D4ju \\\\\n",
      "04D4jw & 0.959 & 0.9610 & 24.773 & 0.125 & -0.702 & 0.394 & -0.200 & 0.064 & 11.226 & 0.100 & 53286.345 & 0.608 & 0.00882 & -0.00289 & 0.00553 & 1 & 334.328720 & -17.665495 & -0.027 & SNLS 04D4jw \\\\\n",
      "04D4jy & 0.928 & 0.9300 & 24.760 & 0.121 & 0.086 & 0.452 & -0.114 & 0.069 & 8.357 & 1.803 & 53289.060 & 0.750 & 0.01035 & -0.00280 & 0.00661 & 1 & 333.464902 & -17.404895 & -0.024 & SNLS 04D4jy \\\\\n",
      "05D1az & 0.841 & 0.8420 & 24.254 & 0.101 & 1.862 & 0.369 & -0.013 & 0.060 & 8.631 & 0.634 & 53603.188 & 0.392 & 0.00842 & -0.00026 & 0.00479 & 1 & 36.302108 & -4.602335 & -0.015 & SNLS 05D1az \\\\\n",
      "05D1cb & 0.631 & 0.6320 & 23.701 & 0.092 & -0.247 & 0.204 & 0.001 & 0.043 & 10.111 & 0.080 & 53616.782 & 0.300 & 0.00130 & 0.00076 & 0.00033 & 1 & 36.737733 & -4.117567 & -0.001 & SNLS 05D1cb \\\\\n",
      "05D1cc & 0.563 & 0.5640 & 23.507 & 0.090 & -0.148 & 0.154 & -0.009 & 0.032 & 9.316 & 0.202 & 53607.889 & 0.229 & 0.00199 & 0.00059 & 0.00126 & 1 & 36.629866 & -4.164801 & 0.001 & SNLS 05D1cc \\\\\n",
      "05D1ck & 0.616 & 0.6170 & 24.071 & 0.092 & -0.095 & 0.234 & 0.109 & 0.039 & 9.724 & 0.172 & 53628.254 & 0.263 & 0.00349 & 0.00042 & 0.00065 & 1 & 36.103540 & -4.712800 & 0.000 & SNLS 05D1ck \\\\\n",
      "05D1cl & 0.829 & 0.8300 & 24.362 & 0.101 & 2.292 & 0.344 & -0.067 & 0.058 & 8.420 & 0.474 & 53627.265 & 0.495 & 0.00670 & -0.00064 & 0.00041 & 1 & 36.273563 & -4.220818 & -0.014 & SNLS 05D1cl \\\\\n",
      "05D1dn & 0.565 & 0.5660 & 23.285 & 0.090 & 1.230 & 0.223 & -0.021 & 0.035 & 10.234 & 0.047 & 53649.383 & 0.329 & 0.00194 & 0.00038 & 0.00006 & 1 & 36.111040 & -4.991558 & 0.001 & SNLS 05D1dn \\\\\n",
      "05D1dx & 0.579 & 0.5800 & 23.279 & 0.089 & 0.651 & 0.122 & -0.045 & 0.031 & 9.416 & 0.113 & 53666.525 & 0.169 & 0.00066 & 0.00041 & -0.00009 & 1 & 36.945791 & -4.032490 & 0.001 & SNLS 05D1dx \\\\\n",
      "05D1ee & 0.558 & 0.5590 & 23.522 & 0.090 & -0.594 & 0.188 & 0.000 & 0.035 & 10.973 & 0.088 & 53660.634 & 0.202 & 0.00225 & 0.00047 & 0.00028 & 1 & 36.194786 & -4.000485 & 0.001 & SNLS 05D1ee \\\\\n",
      "05D1em & 0.864 & 0.8660 & 24.277 & 0.103 & 0.231 & 0.292 & -0.142 & 0.059 & 11.043 & 0.047 & 53667.796 & 0.394 & 0.00420 & -0.00097 & 0.00204 & 1 & 36.023010 & -4.939906 & -0.018 & SNLS 05D1em \\\\\n",
      "05D1eo & 0.736 & 0.7370 & 24.300 & 0.097 & -1.464 & 0.302 & -0.052 & 0.066 & 11.125 & 0.177 & 53667.103 & 0.439 & 0.00422 & -0.00005 & 0.00173 & 1 & 36.346421 & -4.642671 & -0.007 & SNLS 05D1eo \\\\\n",
      "05D1er & 0.859 & 0.8600 & 24.622 & 0.106 & 0.414 & 0.447 & 0.075 & 0.074 & 10.379 & 0.148 & 53667.198 & 0.581 & 0.00825 & -0.00137 & 0.00651 & 1 & 36.422736 & -4.004535 & -0.017 & SNLS 05D1er \\\\\n",
      "05D1hk & 0.262 & 0.2630 & 21.190 & 0.087 & 1.380 & 0.120 & -0.010 & 0.026 & 8.930 & 0.147 & 53717.917 & 0.116 & 0.00124 & 0.00068 & 0.00009 & 1 & 36.163234 & -4.634253 & -0.001 & SNLS 05D1hk \\\\\n",
      "05D1hm & 0.586 & 0.5870 & 24.088 & 0.093 & 1.097 & 0.290 & 0.148 & 0.042 & 9.854 & 0.177 & 53696.057 & 0.401 & 0.00513 & 0.00069 & 0.00249 & 1 & 36.942572 & -4.717286 & 0.001 & SNLS 05D1hm \\\\\n",
      "05D1if & 0.762 & 0.7630 & 24.040 & 0.097 & 0.177 & 0.251 & -0.057 & 0.053 & 6.000 & 5.000 & 53715.518 & 0.213 & 0.00499 & 0.00003 & 0.00015 & 1 & 36.123871 & -4.570338 & -0.008 & SNLS 05D1if \\\\\n",
      "05D1ix & 0.489 & 0.4900 & 22.868 & 0.088 & 0.545 & 0.137 & -0.068 & 0.027 & 7.466 & 0.710 & 53719.435 & 0.133 & 0.00136 & 0.00050 & 0.00032 & 1 & 36.083196 & -4.670004 & 0.002 & SNLS 05D1ix \\\\\n",
      "05D1iz & 0.859 & 0.8600 & 24.427 & 0.116 & 1.158 & 0.703 & -0.137 & 0.080 & 8.911 & 0.772 & 53694.622 & 0.818 & 0.02894 & -0.00032 & 0.02450 & 1 & 36.553202 & -4.773370 & -0.017 & SNLS 05D1iz \\\\\n",
      "05D1ke & 0.689 & 0.6900 & 23.604 & 0.092 & 0.228 & 0.257 & -0.108 & 0.050 & 8.851 & 0.332 & 53731.346 & 0.342 & 0.00153 & 0.00049 & 0.00126 & 1 & 36.692882 & -4.862496 & -0.003 & SNLS 05D1ke \\\\\n",
      "05D1kl & 0.559 & 0.5600 & 24.149 & 0.093 & 0.658 & 0.296 & 0.133 & 0.041 & 8.425 & 0.282 & 53742.927 & 0.414 & 0.00463 & 0.00059 & 0.00116 & 1 & 36.139745 & -4.318960 & 0.001 & SNLS 05D1kl \\\\\n",
      "05D2ab & 0.325 & 0.3230 & 21.993 & 0.086 & -0.147 & 0.085 & -0.040 & 0.022 & 10.098 & 0.080 & 53381.262 & 0.102 & 0.00044 & 0.00050 & 0.00025 & 1 & 150.461859 & 2.106329 & -0.001 & SNLS 05D2ab \\\\\n",
      "05D2ac & 0.481 & 0.4790 & 22.671 & 0.088 & 1.124 & 0.112 & -0.054 & 0.025 & 11.153 & 0.058 & 53374.628 & 0.152 & 0.00053 & 0.00043 & -0.00006 & 1 & 149.746812 & 2.489504 & 0.002 & SNLS 05D2ac \\\\\n",
      "05D2ah & 0.185 & 0.1840 & 20.759 & 0.086 & -0.075 & 0.048 & 0.001 & 0.024 & 9.210 & 0.014 & 53382.700 & 0.063 & -0.00004 & 0.00058 & -0.00015 & 1 & 150.369700 & 1.862732 & 0.000 & SNLS 05D2ah \\\\\n",
      "05D2ay & 0.922 & 0.9200 & 24.664 & 0.117 & -0.434 & 0.622 & 0.027 & 0.094 & 10.277 & 0.128 & 53375.299 & 0.873 & 0.01931 & -0.00177 & 0.02030 & 1 & 150.284664 & 2.130321 & -0.024 & SNLS 05D2ay \\\\\n",
      "05D2bt & 0.682 & 0.6800 & 23.499 & 0.094 & 0.541 & 0.258 & -0.151 & 0.050 & 6.000 & 5.000 & 53401.527 & 0.246 & 0.00477 & 0.00067 & 0.00199 & 1 & 150.417683 & 2.566161 & -0.003 & SNLS 05D2bt \\\\\n",
      "05D2bv & 0.476 & 0.4740 & 22.715 & 0.088 & -0.007 & 0.124 & -0.104 & 0.025 & 8.838 & 0.111 & 53404.215 & 0.141 & 0.00095 & 0.00047 & 0.00014 & 1 & 150.570830 & 2.240600 & 0.002 & SNLS 05D2bv \\\\\n",
      "05D2bw & 0.922 & 0.9200 & 24.380 & 0.118 & -0.311 & 0.475 & -0.138 & 0.063 & 9.144 & 0.540 & 53400.216 & 0.454 & 0.01743 & -0.00171 & 0.00483 & 1 & 149.627324 & 2.536402 & -0.024 & SNLS 05D2bw \\\\\n",
      "05D2by & 0.893 & 0.8910 & 24.576 & 0.106 & 1.324 & 0.493 & -0.028 & 0.063 & 9.413 & 0.080 & 53413.525 & 0.771 & 0.00563 & -0.00135 & 0.00549 & 1 & 150.116802 & 2.521539 & -0.021 & SNLS 05D2by \\\\\n",
      "05D2cb & 0.429 & 0.4270 & 23.397 & 0.089 & 0.901 & 0.192 & 0.159 & 0.029 & 9.534 & 0.078 & 53423.025 & 0.196 & 0.00256 & 0.00061 & 0.00048 & 1 & 149.852419 & 2.328181 & 0.001 & SNLS 05D2cb \\\\\n",
      "05D2ci & 0.632 & 0.6300 & 23.606 & 0.098 & -0.931 & 0.247 & 0.078 & 0.067 & 10.977 & 0.159 & 53427.856 & 0.272 & 0.00658 & 0.00105 & 0.00053 & 1 & 150.008506 & 2.215852 & -0.001 & SNLS 05D2ci \\\\\n",
      "05D2ck & 0.700 & 0.6980 & 24.456 & 0.097 & -2.642 & 0.471 & 0.006 & 0.070 & 10.941 & 0.095 & 53416.818 & 0.566 & 0.00542 & 0.00002 & 0.00489 & 1 & 150.188339 & 2.572851 & -0.004 & SNLS 05D2ck \\\\\n",
      "05D2ct & 0.736 & 0.7340 & 24.384 & 0.105 & 0.320 & 0.467 & 0.099 & 0.070 & 9.761 & 0.068 & 53425.138 & 0.457 & 0.01732 & 0.00017 & 0.00477 & 1 & 150.425759 & 2.123794 & -0.007 & SNLS 05D2ct \\\\\n",
      "05D2dt & 0.576 & 0.5740 & 23.653 & 0.092 & 0.172 & 0.271 & 0.034 & 0.036 & 10.244 & 0.096 & 53450.659 & 0.250 & 0.00516 & 0.00056 & 0.00176 & 1 & 150.349691 & 1.857741 & 0.001 & SNLS 05D2dt \\\\\n",
      "05D2dw & 0.419 & 0.4170 & 22.469 & 0.088 & 1.143 & 0.165 & -0.013 & 0.025 & 8.815 & 0.196 & 53454.421 & 0.129 & 0.00189 & 0.00051 & 0.00044 & 1 & 149.633623 & 2.032241 & 0.001 & SNLS 05D2dw \\\\\n",
      "05D2dy & 0.512 & 0.5100 & 22.907 & 0.089 & 1.238 & 0.221 & -0.117 & 0.029 & 7.738 & 0.828 & 53441.495 & 0.495 & -0.00016 & 0.00048 & -0.00022 & 1 & 150.242076 & 2.183100 & 0.002 & SNLS 05D2dy \\\\\n",
      "05D2eb & 0.536 & 0.5340 & 22.992 & 0.091 & 0.881 & 0.271 & -0.056 & 0.032 & 8.676 & 0.328 & 53451.961 & 0.229 & 0.00538 & 0.00060 & 0.00173 & 1 & 150.060683 & 2.407438 & 0.002 & SNLS 05D2eb \\\\\n",
      "05D2ec & 0.642 & 0.6400 & 23.678 & 0.093 & -0.211 & 0.215 & -0.103 & 0.054 & 9.997 & 0.056 & 53440.359 & 0.419 & 0.00184 & 0.00077 & 0.00066 & 1 & 149.859101 & 2.013626 & -0.001 & SNLS 05D2ec \\\\\n",
      "05D2fq & 0.735 & 0.7330 & 24.001 & 0.096 & 0.836 & 0.315 & -0.076 & 0.058 & 10.875 & 0.134 & 53463.299 & 0.463 & 0.00461 & 0.00004 & 0.00146 & 1 & 149.785425 & 2.602000 & -0.006 & SNLS 05D2fq \\\\\n",
      "05D2hc & 0.352 & 0.3500 & 22.685 & 0.086 & -0.674 & 0.164 & 0.037 & 0.025 & 10.977 & 0.092 & 53471.684 & 0.141 & 0.00073 & 0.00051 & 0.00039 & 1 & 150.019137 & 1.886025 & 0.000 & SNLS 05D2hc \\\\\n",
      "05D2he & 0.610 & 0.6080 & 23.928 & 0.092 & 0.149 & 0.375 & 0.064 & 0.042 & 9.418 & 0.185 & 53467.626 & 0.464 & 0.00446 & 0.00044 & 0.00309 & 1 & 150.360462 & 2.317729 & 0.000 & SNLS 05D2he \\\\\n",
      "05D2ie & 0.350 & 0.3480 & 22.228 & 0.087 & -0.090 & 0.139 & -0.075 & 0.026 & 9.287 & 0.052 & 53480.961 & 0.129 & 0.00115 & 0.00052 & 0.00008 & 1 & 150.262061 & 2.658085 & 0.000 & SNLS 05D2ie \\\\\n",
      "05D2le & 0.702 & 0.7000 & 23.958 & 0.095 & 0.509 & 0.311 & -0.013 & 0.051 & 8.033 & 0.690 & 53694.982 & 0.412 & 0.00601 & 0.00058 & 0.00213 & 1 & 150.478650 & 2.092912 & -0.004 & SNLS 05D2le \\\\\n",
      "05D2mp & 0.355 & 0.3537 & 22.387 & 0.088 & 1.277 & 0.187 & 0.014 & 0.025 & 8.657 & 0.182 & 53711.644 & 0.134 & 0.00327 & 0.00061 & 0.00105 & 1 & 149.785962 & 2.204004 & 0.000 & SNLS 05D2mp \\\\\n",
      "05D2my & 0.983 & 0.9810 & 24.667 & 0.115 & 1.177 & 0.468 & -0.036 & 0.059 & 10.595 & 0.124 & 53703.150 & 0.936 & 0.00542 & -0.00163 & 0.00599 & 1 & 149.631042 & 2.491221 & -0.030 & SNLS 05D2my \\\\\n",
      "05D2nn & 0.872 & 0.8700 & 24.427 & 0.119 & -0.743 & 0.582 & -0.196 & 0.058 & 6.000 & 5.000 & 53713.067 & 0.611 & 0.02897 & -0.00106 & 0.00434 & 1 & 149.707296 & 2.710264 & -0.019 & SNLS 05D2nn \\\\\n",
      "05D2nt & 0.759 & 0.7570 & 24.107 & 0.096 & 1.513 & 0.307 & -0.013 & 0.052 & 9.054 & 0.355 & 53727.528 & 0.432 & 0.00409 & 0.00029 & 0.00205 & 1 & 150.242620 & 2.372730 & -0.008 & SNLS 05D2nt \\\\\n",
      "05D2ob & 0.926 & 0.9240 & 24.811 & 0.111 & 1.139 & 0.646 & 0.056 & 0.068 & 8.557 & 0.374 & 53727.944 & 0.952 & 0.01700 & -0.00069 & 0.01817 & 1 & 149.753025 & 1.848985 & -0.024 & SNLS 05D2ob \\\\\n",
      "05D3ax & 0.644 & 0.6430 & 23.615 & 0.099 & 0.591 & 0.421 & -0.063 & 0.065 & 8.442 & 0.390 & 53399.921 & 0.294 & 0.01468 & 0.00089 & 0.00394 & 1 & 214.823263 & 52.687519 & -0.001 & SNLS 05D3ax \\\\\n",
      "05D3cf & 0.420 & 0.4190 & 22.938 & 0.088 & -0.258 & 0.174 & 0.008 & 0.027 & 9.609 & 0.138 & 53418.813 & 0.211 & 0.00128 & 0.00053 & 0.00017 & 1 & 214.222462 & 52.345054 & 0.001 & SNLS 05D3cf \\\\\n",
      "05D3ci & 0.516 & 0.5150 & 23.621 & 0.107 & 2.120 & 0.582 & 0.167 & 0.045 & 10.011 & 0.064 & 53432.375 & 0.411 & 0.03269 & 0.00165 & 0.00840 & 1 & 215.450443 & 52.445281 & 0.002 & SNLS 05D3ci \\\\\n",
      "05D3cq & 0.891 & 0.8900 & 24.224 & 0.104 & -0.725 & 0.457 & -0.207 & 0.052 & 8.876 & 0.270 & 53450.846 & 0.835 & 0.00830 & -0.00059 & 0.00291 & 1 & 214.692345 & 53.132138 & -0.020 & SNLS 05D3cq \\\\\n",
      "05D3cx & 0.806 & 0.8050 & 23.903 & 0.097 & 0.669 & 0.463 & -0.161 & 0.049 & 9.839 & 0.189 & 53450.038 & 0.831 & 0.00734 & -0.00006 & -0.00009 & 1 & 215.277259 & 52.750509 & -0.012 & SNLS 05D3cx \\\\\n",
      "05D3dd & 0.481 & 0.4800 & 22.949 & 0.088 & -0.207 & 0.126 & -0.029 & 0.025 & 11.222 & 0.097 & 53455.295 & 0.109 & 0.00115 & 0.00044 & 0.00015 & 1 & 215.626867 & 52.606794 & 0.002 & SNLS 05D3dd \\\\\n",
      "05D3dh & 0.801 & 0.8000 & 24.208 & 0.099 & 0.087 & 0.275 & 0.121 & 0.065 & 6.000 & 5.000 & 53442.397 & 0.579 & 0.00309 & -0.00017 & 0.00189 & 1 & 215.210013 & 52.662718 & -0.012 & SNLS 05D3dh \\\\\n",
      "05D3gp & 0.581 & 0.5800 & 23.517 & 0.098 & -0.458 & 0.398 & -0.062 & 0.048 & 9.015 & 0.185 & 53454.941 & 0.355 & 0.01341 & 0.00074 & 0.00516 & 1 & 215.676316 & 52.724688 & 0.001 & SNLS 05D3gp \\\\\n",
      "05D3gv & 0.716 & 0.7150 & 23.992 & 0.097 & -0.806 & 0.294 & -0.064 & 0.064 & 10.726 & 0.113 & 53466.613 & 0.579 & 0.00422 & 0.00008 & 0.00065 & 1 & 215.246894 & 53.178877 & -0.005 & SNLS 05D3gv \\\\\n",
      "05D3ha & 0.806 & 0.8050 & 24.394 & 0.106 & -0.186 & 0.394 & 0.089 & 0.066 & 11.164 & 0.159 & 53484.827 & 0.349 & 0.01503 & 0.00017 & 0.00746 & 1 & 215.210132 & 52.834036 & -0.012 & SNLS 05D3ha \\\\\n",
      "05D3hh & 0.767 & 0.7660 & 24.299 & 0.104 & 0.502 & 0.423 & -0.003 & 0.066 & 10.400 & 0.160 & 53479.611 & 0.423 & 0.01521 & -0.00006 & 0.00469 & 1 & 214.792304 & 52.959332 & -0.009 & SNLS 05D3hh \\\\\n",
      "05D3hs & 0.665 & 0.6640 & 23.513 & 0.094 & 0.558 & 0.208 & -0.175 & 0.050 & 9.004 & 0.130 & 53490.922 & 0.273 & 0.00364 & 0.00071 & 0.00127 & 1 & 215.306502 & 52.903809 & -0.002 & SNLS 05D3hs \\\\\n",
      "05D3ht & 0.902 & 0.9010 & 24.408 & 0.111 & 0.902 & 0.389 & -0.154 & 0.059 & 9.661 & 0.136 & 53489.256 & 0.458 & 0.01370 & -0.00104 & 0.00361 & 1 & 214.477921 & 53.167585 & -0.022 & SNLS 05D3ht \\\\\n",
      "05D3jb & 0.746 & 0.7450 & 23.920 & 0.095 & 0.939 & 0.232 & -0.063 & 0.052 & 10.471 & 0.046 & 53515.305 & 0.249 & 0.00310 & 0.00015 & -0.00004 & 1 & 215.541655 & 52.878130 & -0.007 & SNLS 05D3jb \\\\\n",
      "05D3jh & 0.719 & 0.7180 & 23.724 & 0.095 & -0.614 & 0.184 & -0.138 & 0.052 & 10.815 & 0.138 & 53492.654 & 0.362 & 0.00236 & 0.00041 & 0.00044 & 1 & 214.355768 & 52.618765 & -0.005 & SNLS 05D3jh \\\\\n",
      "05D3jk & 0.737 & 0.7360 & 23.692 & 0.094 & 0.774 & 0.180 & -0.132 & 0.048 & 9.457 & 0.310 & 53507.774 & 0.231 & 0.00135 & 0.00027 & -0.00034 & 1 & 214.197729 & 52.592488 & -0.007 & SNLS 05D3jk \\\\\n",
      "05D3jq & 0.580 & 0.5790 & 23.295 & 0.089 & 1.489 & 0.208 & 0.002 & 0.029 & 8.832 & 0.420 & 53501.008 & 0.395 & 0.00045 & 0.00043 & -0.00017 & 1 & 215.439338 & 53.029918 & 0.001 & SNLS 05D3jq \\\\\n",
      "05D3jr & 0.371 & 0.3700 & 22.629 & 0.087 & -0.893 & 0.121 & 0.049 & 0.023 & 8.008 & 0.833 & 53494.666 & 0.267 & -0.00026 & 0.00049 & -0.00020 & 1 & 214.869783 & 52.864848 & 0.000 & SNLS 05D3jr \\\\\n",
      "05D3km & 0.961 & 0.9600 & 24.719 & 0.112 & 0.378 & 0.314 & -0.159 & 0.051 & 6.000 & 5.000 & 53522.914 & 0.439 & 0.00595 & -0.00142 & 0.00217 & 1 & 215.659480 & 53.066999 & -0.028 & SNLS 05D3km \\\\\n",
      "05D3kp & 0.851 & 0.8500 & 24.140 & 0.099 & 1.278 & 0.235 & -0.145 & 0.050 & 10.620 & 0.126 & 53530.046 & 0.326 & 0.00210 & -0.00041 & 0.00043 & 1 & 215.012268 & 52.270827 & -0.016 & SNLS 05D3kp \\\\\n",
      "05D3kt & 0.649 & 0.6480 & 23.975 & 0.093 & -0.450 & 0.196 & 0.057 & 0.050 & 9.138 & 0.174 & 53530.940 & 0.270 & 0.00185 & 0.00070 & 0.00044 & 1 & 214.973834 & 52.742986 & -0.001 & SNLS 05D3kt \\\\\n",
      "05D3kx & 0.219 & 0.2190 & 20.852 & 0.085 & 0.699 & 0.063 & -0.040 & 0.024 & 10.630 & 0.068 & 53534.171 & 0.068 & 0.00004 & 0.00053 & -0.00022 & 1 & 215.458413 & 53.137119 & -0.001 & SNLS 05D3kx \\\\\n",
      "05D3la & 0.937 & 0.9360 & 24.494 & 0.109 & -0.192 & 0.301 & -0.103 & 0.053 & 9.599 & 0.104 & 53535.900 & 0.394 & 0.00672 & -0.00117 & 0.00019 & 1 & 215.355908 & 52.357973 & -0.025 & SNLS 05D3la \\\\\n",
      "05D3lb & 0.648 & 0.6470 & 23.899 & 0.092 & 0.310 & 0.183 & 0.033 & 0.051 & 8.931 & 0.230 & 53528.655 & 0.253 & 0.00131 & 0.00064 & 0.00007 & 1 & 214.382325 & 53.167928 & -0.001 & SNLS 05D3lb \\\\\n",
      "05D3lc & 0.462 & 0.4610 & 22.975 & 0.087 & -0.748 & 0.108 & -0.046 & 0.025 & 10.777 & 0.054 & 53527.666 & 0.138 & 0.00024 & 0.00044 & -0.00007 & 1 & 215.595501 & 52.478865 & 0.002 & SNLS 05D3lc \\\\\n",
      "05D3lr & 0.601 & 0.6000 & 23.845 & 0.094 & 0.178 & 0.346 & 0.106 & 0.041 & 10.873 & 0.051 & 53541.012 & 0.310 & 0.00834 & 0.00044 & 0.00110 & 1 & 215.550590 & 53.184275 & 0.000 & SNLS 05D3lr \\\\\n",
      "05D3mh & 0.671 & 0.6700 & 24.064 & 0.096 & 0.571 & 0.474 & 0.054 & 0.055 & 10.078 & 0.276 & 53558.054 & 0.529 & 0.00810 & 0.00060 & 0.00358 & 1 & 214.749304 & 52.667560 & -0.002 & SNLS 05D3mh \\\\\n",
      "05D3mn & 0.761 & 0.7600 & 24.032 & 0.095 & -0.120 & 0.292 & -0.041 & 0.052 & 10.432 & 0.114 & 53559.291 & 0.323 & 0.00208 & 0.00004 & 0.00155 & 1 & 214.688507 & 52.323145 & -0.008 & SNLS 05D3mn \\\\\n",
      "05D3mq & 0.246 & 0.2460 & 21.506 & 0.086 & -0.684 & 0.170 & 0.000 & 0.026 & 10.723 & 0.076 & 53575.758 & 0.158 & 0.00150 & 0.00061 & 0.00062 & 1 & 214.751783 & 52.385120 & -0.001 & SNLS 05D3mq \\\\\n",
      "05D3mx & 0.471 & 0.4700 & 23.023 & 0.089 & -1.668 & 0.156 & -0.078 & 0.032 & 10.788 & 0.066 & 53569.940 & 0.152 & 0.00125 & 0.00053 & 0.00029 & 1 & 215.537919 & 52.219179 & 0.002 & SNLS 05D3mx \\\\\n",
      "05D3ne & 0.169 & 0.1690 & 20.293 & 0.088 & -1.464 & 0.193 & -0.143 & 0.030 & 11.133 & 0.162 & 53570.816 & 0.097 & 0.00330 & 0.00092 & 0.00161 & 1 & 215.262445 & 52.495438 & 0.000 & SNLS 05D3ne \\\\\n",
      "05D4af & 0.497 & 0.4990 & 23.103 & 0.089 & 0.145 & 0.233 & -0.026 & 0.031 & 8.986 & 0.088 & 53536.785 & 0.316 & 0.00215 & 0.00049 & -0.00046 & 1 & 334.138087 & -18.004923 & 0.002 & SNLS 05D4af \\\\\n",
      "05D4ag & 0.638 & 0.6400 & 23.888 & 0.098 & 0.489 & 0.478 & 0.096 & 0.061 & 8.381 & 0.392 & 53538.622 & 0.482 & 0.01531 & 0.00135 & 0.00924 & 1 & 333.447603 & -18.165265 & -0.001 & SNLS 05D4ag \\\\\n",
      "05D4av & 0.507 & 0.5090 & 23.559 & 0.089 & 0.885 & 0.180 & 0.168 & 0.031 & 10.285 & 0.118 & 53553.499 & 0.262 & 0.00128 & 0.00057 & 0.00024 & 1 & 333.543931 & -17.911944 & 0.002 & SNLS 05D4av \\\\\n",
      "05D4be & 0.535 & 0.5370 & 22.872 & 0.089 & 0.908 & 0.131 & -0.145 & 0.029 & 9.440 & 0.136 & 53551.532 & 0.194 & 0.00078 & 0.00045 & 0.00011 & 1 & 334.222449 & -17.236099 & 0.002 & SNLS 05D4be \\\\\n",
      "05D4bf & 0.587 & 0.5890 & 23.614 & 0.091 & 0.086 & 0.236 & -0.006 & 0.041 & 10.230 & 0.084 & 53551.045 & 0.357 & 0.00298 & 0.00056 & 0.00249 & 1 & 334.109775 & -18.232067 & 0.001 & SNLS 05D4bf \\\\\n",
      "05D4bi & 0.773 & 0.7750 & 24.049 & 0.099 & 1.040 & 0.390 & -0.140 & 0.066 & 9.109 & 0.218 & 53560.318 & 0.536 & 0.00630 & -0.00054 & 0.00134 & 1 & 333.985626 & -17.986070 & -0.009 & SNLS 05D4bi \\\\\n",
      "05D4bj & 0.699 & 0.7010 & 24.107 & 0.095 & 0.169 & 0.297 & 0.060 & 0.057 & 9.265 & 0.096 & 53564.035 & 0.346 & 0.00487 & 0.00042 & 0.00139 & 1 & 333.748598 & -18.133404 & -0.004 & SNLS 05D4bj \\\\\n",
      "05D4bm & 0.371 & 0.3720 & 22.212 & 0.086 & 0.254 & 0.070 & -0.066 & 0.023 & 9.047 & 0.077 & 53568.062 & 0.071 & 0.00041 & 0.00047 & 0.00010 & 1 & 334.269213 & -17.677623 & 0.000 & SNLS 05D4bm \\\\\n",
      "05D4cn & 0.761 & 0.7630 & 24.082 & 0.096 & 1.043 & 0.245 & -0.017 & 0.058 & 10.461 & 0.306 & 53583.599 & 0.388 & 0.00241 & -0.00014 & 0.00052 & 1 & 333.381059 & -17.288845 & -0.008 & SNLS 05D4cn \\\\\n",
      "05D4cq & 0.699 & 0.7010 & 23.733 & 0.094 & 0.688 & 0.269 & -0.122 & 0.056 & 10.554 & 0.160 & 53586.375 & 0.381 & 0.00267 & 0.00016 & 0.00094 & 1 & 333.540209 & -18.226713 & -0.004 & SNLS 05D4cq \\\\\n",
      "05D4cs & 0.788 & 0.7900 & 23.976 & 0.096 & 1.396 & 0.212 & -0.109 & 0.050 & 8.980 & 0.632 & 53588.623 & 0.310 & 0.00192 & -0.00012 & -0.00001 & 1 & 334.324243 & -17.880150 & -0.011 & SNLS 05D4cs \\\\\n",
      "05D4cw & 0.374 & 0.3750 & 22.145 & 0.087 & -0.833 & 0.104 & -0.129 & 0.025 & 10.503 & 0.072 & 53580.414 & 0.162 & 0.00031 & 0.00052 & -0.00015 & 1 & 333.708668 & -17.738765 & 0.000 & SNLS 05D4cw \\\\\n",
      "05D4dt & 0.405 & 0.4070 & 22.802 & 0.087 & -0.989 & 0.107 & -0.048 & 0.025 & 10.429 & 0.115 & 53609.569 & 0.173 & 0.00041 & 0.00048 & -0.00006 & 1 & 333.607695 & -17.671111 & 0.001 & SNLS 05D4dt \\\\\n",
      "05D4dw & 0.853 & 0.8550 & 24.433 & 0.102 & 0.333 & 0.340 & -0.008 & 0.062 & 9.994 & 0.180 & 53613.933 & 0.577 & 0.00360 & -0.00080 & 0.00383 & 1 & 334.232825 & -18.051461 & -0.017 & SNLS 05D4dw \\\\\n",
      "05D4dy & 0.808 & 0.8100 & 24.608 & 0.102 & -0.415 & 0.390 & -0.126 & 0.066 & 8.321 & 0.170 & 53616.381 & 0.694 & 0.00336 & -0.00090 & 0.00452 & 1 & 333.875495 & -18.215502 & -0.012 & SNLS 05D4dy \\\\\n",
      "05D4ef & 0.603 & 0.6050 & 23.829 & 0.092 & -1.558 & 0.210 & -0.066 & 0.037 & 10.437 & 0.131 & 53625.593 & 0.278 & 0.00244 & 0.00023 & -0.00027 & 1 & 333.497104 & -18.212345 & 0.000 & SNLS 05D4ef \\\\\n",
      "05D4ej & 0.583 & 0.5850 & 23.713 & 0.091 & 0.227 & 0.175 & -0.026 & 0.036 & 10.133 & 0.156 & 53627.801 & 0.189 & 0.00220 & 0.00046 & 0.00019 & 1 & 333.968823 & -18.195719 & 0.001 & SNLS 05D4ej \\\\\n",
      "05D4ek & 0.534 & 0.5360 & 23.295 & 0.090 & 0.263 & 0.178 & 0.070 & 0.032 & 10.855 & 0.108 & 53635.630 & 0.185 & 0.00247 & 0.00055 & 0.00078 & 1 & 334.114653 & -17.736316 & 0.002 & SNLS 05D4ek \\\\\n",
      "05D4ev & 0.720 & 0.7220 & 24.235 & 0.098 & -1.102 & 0.289 & -0.027 & 0.064 & 10.883 & 0.062 & 53631.273 & 0.334 & 0.00638 & 0.00017 & 0.00166 & 1 & 333.376765 & -17.700785 & -0.005 & SNLS 05D4ev \\\\\n",
      "05D4ff & 0.400 & 0.4020 & 22.587 & 0.088 & -0.725 & 0.122 & -0.005 & 0.026 & 10.543 & 0.178 & 53635.847 & 0.127 & 0.00115 & 0.00055 & 0.00025 & 1 & 334.083998 & -18.042557 & 0.001 & SNLS 05D4ff \\\\\n",
      "05D4fg & 0.837 & 0.8390 & 24.189 & 0.101 & 0.283 & 0.271 & -0.158 & 0.058 & 11.277 & 0.092 & 53641.780 & 0.413 & 0.00309 & -0.00060 & 0.00312 & 1 & 334.172282 & -17.595461 & -0.015 & SNLS 05D4fg \\\\\n",
      "05D4fo & 0.372 & 0.3730 & 22.438 & 0.086 & -0.701 & 0.088 & -0.051 & 0.023 & 8.381 & 0.366 & 53658.222 & 0.080 & 0.00034 & 0.00043 & -0.00019 & 1 & 333.837135 & -17.268076 & 0.000 & SNLS 05D4fo \\\\\n",
      "05D4gw & 0.806 & 0.8080 & 24.466 & 0.105 & 0.029 & 0.462 & 0.037 & 0.069 & 8.984 & 0.114 & 53678.630 & 0.696 & 0.01012 & -0.00103 & 0.00380 & 1 & 333.697318 & -17.531901 & -0.012 & SNLS 05D4gw \\\\\n",
      "05D4hn & 0.840 & 0.8420 & 24.191 & 0.104 & 1.230 & 0.774 & 0.070 & 0.073 & 8.467 & 0.157 & 53693.945 & 0.831 & 0.02259 & 0.00029 & 0.02820 & 1 & 334.306516 & -17.912704 & -0.015 & SNLS 05D4hn \\\\\n",
      "06D2bk & 0.501 & 0.4990 & 23.277 & 0.089 & 0.471 & 0.277 & 0.005 & 0.032 & 8.617 & 0.086 & 53773.746 & 0.319 & 0.00362 & 0.00048 & 0.00106 & 1 & 149.678628 & 2.171984 & 0.002 & SNLS 06D2bk \\\\\n",
      "06D2ca & 0.533 & 0.5310 & 23.313 & 0.090 & 1.278 & 0.354 & 0.049 & 0.032 & 9.808 & 0.290 & 53795.694 & 0.454 & 0.00460 & 0.00055 & 0.00145 & 1 & 149.789823 & 2.302517 & 0.002 & SNLS 06D2ca \\\\\n",
      "06D2cc & 0.534 & 0.5320 & 23.455 & 0.095 & -0.552 & 0.327 & 0.082 & 0.050 & 10.870 & 0.108 & 53788.592 & 0.445 & 0.00748 & 0.00115 & 0.00424 & 1 & 149.862030 & 2.451355 & 0.002 & SNLS 06D2cc \\\\\n",
      "06D2cd & 0.932 & 0.9300 & 24.775 & 0.130 & 0.258 & 0.959 & 0.023 & 0.093 & 7.908 & 0.460 & 53790.303 & 1.370 & 0.05292 & -0.00177 & 0.03389 & 1 & 150.241504 & 2.534039 & -0.025 & SNLS 06D2cd \\\\\n",
      "06D2ce & 0.822 & 0.8200 & 24.189 & 0.105 & 2.000 & 0.924 & -0.005 & 0.076 & 11.326 & 0.070 & 53799.715 & 1.276 & 0.01075 & -0.00099 & 0.03076 & 1 & 150.434247 & 2.713314 & -0.014 & SNLS 06D2ce \\\\\n",
      "06D2ck & 0.554 & 0.5520 & 23.411 & 0.092 & 0.012 & 0.398 & -0.032 & 0.038 & 11.193 & 0.066 & 53793.709 & 0.419 & 0.00815 & 0.00078 & 0.00554 & 1 & 150.366733 & 1.863630 & 0.001 & SNLS 06D2ck \\\\\n",
      "06D2fb & 0.125 & 0.1240 & 19.752 & 0.086 & -0.357 & 0.055 & -0.019 & 0.025 & 9.740 & 0.124 & 53853.757 & 0.080 & -0.00007 & 0.00061 & -0.00012 & 1 & 149.883946 & 1.827922 & 0.003 & SNLS 06D2fb \\\\\n",
      "06D2ga & 0.842 & 0.8400 & 24.283 & 0.112 & 1.261 & 0.690 & -0.059 & 0.073 & 9.051 & 0.288 & 53869.081 & 0.661 & 0.02569 & -0.00093 & 0.01429 & 1 & 149.783787 & 1.938493 & -0.016 & SNLS 06D2ga \\\\\n",
      "06D2gb & 0.444 & 0.4420 & 22.995 & 0.092 & -1.632 & 0.248 & -0.014 & 0.039 & 10.905 & 0.124 & 53872.503 & 0.328 & 0.00570 & 0.00102 & 0.00321 & 1 & 150.197581 & 1.985406 & 0.001 & SNLS 06D2gb \\\\\n",
      "06D3bz & 0.728 & 0.7270 & 23.947 & 0.099 & -0.795 & 0.407 & -0.107 & 0.067 & 10.293 & 0.062 & 53776.527 & 0.432 & 0.01071 & -0.00006 & 0.00642 & 1 & 214.291840 & 53.024826 & -0.006 & SNLS 06D3bz \\\\\n",
      "06D3cc & 0.684 & 0.6830 & 24.055 & 0.115 & 0.692 & 0.632 & 0.000 & 0.085 & 10.083 & 0.127 & 53760.479 & 0.737 & 0.03763 & -0.00087 & 0.00273 & 1 & 214.381668 & 52.912473 & -0.003 & SNLS 06D3cc \\\\\n",
      "06D3df & 0.443 & 0.4420 & 22.664 & 0.087 & 1.153 & 0.164 & -0.026 & 0.023 & 10.460 & 0.032 & 53850.710 & 0.369 & -0.00042 & 0.00044 & -0.00055 & 1 & 215.571703 & 52.957682 & 0.001 & SNLS 06D3df \\\\\n",
      "06D3do & 0.727 & 0.7260 & 23.897 & 0.095 & 0.615 & 0.477 & -0.072 & 0.053 & 8.709 & 0.183 & 53849.510 & 1.294 & -0.00277 & 0.00033 & -0.00167 & 1 & 214.247465 & 52.882543 & -0.006 & SNLS 06D3do \\\\\n",
      "06D3dt & 0.283 & 0.2820 & 22.152 & 0.086 & 0.088 & 0.095 & 0.089 & 0.022 & 9.589 & 0.069 & 53849.030 & 0.228 & 0.00001 & 0.00049 & 0.00009 & 1 & 214.340267 & 52.452816 & -0.001 & SNLS 06D3dt \\\\\n",
      "06D3ed & 0.405 & 0.4040 & 22.603 & 0.086 & -0.385 & 0.081 & -0.069 & 0.023 & 9.512 & 0.205 & 53876.178 & 0.136 & 0.00017 & 0.00042 & -0.00012 & 1 & 214.699174 & 52.756559 & 0.001 & SNLS 06D3ed \\\\\n",
      "06D3el & 0.520 & 0.5190 & 22.874 & 0.089 & 0.770 & 0.109 & -0.141 & 0.027 & 9.554 & 0.098 & 53894.380 & 0.121 & 0.00071 & 0.00045 & 0.00010 & 1 & 214.254528 & 52.232401 & 0.002 & SNLS 06D3el \\\\\n",
      "06D3em & 0.691 & 0.6900 & 24.378 & 0.096 & -0.154 & 0.359 & 0.177 & 0.062 & 9.459 & 0.244 & 53881.734 & 0.586 & 0.00482 & 0.00050 & 0.00161 & 1 & 214.847581 & 53.023013 & -0.004 & SNLS 06D3em \\\\\n",
      "06D3en & 1.061 & 1.0600 & 24.708 & 0.132 & -0.953 & 0.413 & -0.158 & 0.061 & 7.715 & 0.935 & 53881.408 & 0.950 & 0.01044 & -0.00305 & 0.00446 & 1 & 215.305567 & 52.456079 & -0.036 & SNLS 06D3en \\\\\n",
      "06D3et & 0.577 & 0.5760 & 23.457 & 0.090 & -1.366 & 0.152 & -0.076 & 0.034 & 10.766 & 0.090 & 53894.160 & 0.191 & 0.00113 & 0.00048 & 0.00029 & 1 & 215.519873 & 52.338366 & 0.001 & SNLS 06D3et \\\\\n",
      "06D3fp & 0.268 & 0.2680 & 21.712 & 0.086 & -0.072 & 0.054 & 0.048 & 0.022 & 9.550 & 0.260 & 53905.334 & 0.081 & 0.00014 & 0.00049 & 0.00001 & 1 & 215.077523 & 52.897165 & -0.001 & SNLS 06D3fp \\\\\n",
      "06D3gh & 0.721 & 0.7200 & 23.914 & 0.099 & 0.235 & 0.340 & -0.071 & 0.066 & 9.300 & 0.244 & 53922.828 & 0.374 & 0.00740 & -0.00022 & 0.00285 & 1 & 214.630912 & 52.442908 & -0.005 & SNLS 06D3gh \\\\\n",
      "06D3gn & 0.250 & 0.2500 & 21.864 & 0.086 & -0.527 & 0.096 & 0.115 & 0.026 & 10.590 & 0.112 & 53921.237 & 0.091 & 0.00055 & 0.00059 & 0.00020 & 1 & 214.435959 & 52.361182 & -0.001 & SNLS 06D3gn \\\\\n",
      "06D3gx & 0.761 & 0.7600 & 23.907 & 0.101 & 0.551 & 0.692 & -0.129 & 0.082 & 10.438 & 0.146 & 53934.639 & 0.851 & 0.01700 & -0.00019 & 0.02586 & 1 & 214.263474 & 52.936252 & -0.008 & SNLS 06D3gx \\\\\n",
      "06D4ba & 0.698 & 0.7000 & 23.730 & 0.102 & 0.679 & 0.413 & -0.098 & 0.072 & 8.544 & 0.424 & 53904.778 & 0.502 & 0.01379 & 0.00001 & 0.00238 & 1 & 333.898906 & -18.229116 & -0.004 & SNLS 06D4ba \\\\\n",
      "06D4bo & 0.550 & 0.5520 & 23.220 & 0.089 & 0.769 & 0.177 & -0.043 & 0.030 & 9.960 & 0.222 & 53918.738 & 0.276 & 0.00152 & 0.00041 & -0.00003 & 1 & 333.867138 & -17.409183 & 0.001 & SNLS 06D4bo \\\\\n",
      "06D4bw & 0.730 & 0.7320 & 23.905 & 0.097 & 0.682 & 0.261 & 0.013 & 0.062 & 9.276 & 0.150 & 53909.336 & 0.472 & 0.00416 & 0.00011 & 0.00032 & 1 & 333.765511 & -17.883454 & -0.006 & SNLS 06D4bw \\\\\n",
      "06D4ce & 0.848 & 0.8500 & 24.196 & 0.111 & 1.752 & 0.571 & -0.109 & 0.062 & 8.861 & 0.317 & 53926.822 & 0.633 & 0.02219 & -0.00076 & 0.00688 & 1 & 334.321856 & -17.235937 & -0.016 & SNLS 06D4ce \\\\\n",
      "06D4cl & 0.998 & 1.0000 & 24.529 & 0.116 & 1.177 & 0.387 & -0.087 & 0.054 & 9.333 & 0.462 & 53938.076 & 0.591 & 0.00808 & -0.00153 & 0.00449 & 1 & 334.237720 & -17.450634 & -0.031 & SNLS 06D4cl \\\\\n",
      "06D4co & 0.435 & 0.4370 & 22.524 & 0.087 & -0.396 & 0.095 & -0.047 & 0.023 & 10.627 & 0.152 & 53940.306 & 0.159 & 0.00012 & 0.00044 & -0.00012 & 1 & 333.860492 & -17.869185 & 0.001 & SNLS 06D4co \\\\\n",
      "06D4cq & 0.409 & 0.4110 & 22.557 & 0.087 & 0.431 & 0.095 & -0.037 & 0.022 & 9.107 & 0.088 & 53947.436 & 0.107 & 0.00034 & 0.00040 & -0.00015 & 1 & 334.231344 & -17.711980 & 0.001 & SNLS 06D4cq \\\\\n",
      "06D4dh & 0.302 & 0.3030 & 21.442 & 0.086 & 0.519 & 0.063 & -0.162 & 0.022 & 9.381 & 0.067 & 53956.882 & 0.067 & 0.00044 & 0.00049 & 0.00013 & 1 & 333.582053 & -17.585009 & -0.001 & SNLS 06D4dh \\\\\n",
      "Aphrodite & 1.299 & 1.3000 & 25.691 & 0.128 & 0.664 & 0.358 & 0.010 & 0.037 & 9.381 & 0.368 & 52552.128 & 0.628 & 0.00458 & 0.00036 & 0.00611 & 4 & 53.156333 & -27.779611 & 0.000 & SN 2002fw \\\\\n",
      "Eagle & 1.021 & 1.0200 & 24.965 & 0.119 & 0.305 & 0.292 & -0.104 & 0.060 & 10.004 & 0.030 & 53295.095 & 0.698 & 0.00350 & 0.00091 & 0.00660 & 4 & 189.336460 & 62.228194 & 0.000 & Name Eagle SN \\\\\n",
      "Elvis & 0.840 & 0.8390 & 24.363 & 0.113 & -0.082 & 0.331 & -0.020 & 0.040 & 10.626 & 0.099 & 52782.897 & 0.900 & -0.00179 & 0.00049 & -0.00089 & 4 & 189.451420 & 62.226472 & 0.000 & SN 2003eq \\\\\n",
      "Gabi & 1.121 & 1.1200 & 25.147 & 0.122 & 0.620 & 0.307 & -0.075 & 0.053 & 8.335 & 0.296 & 53488.739 & 0.525 & 0.00403 & 0.00039 & 0.00599 & 4 & 189.057630 & 62.202100 & 0.000 & Name Gabi SN \\\\\n",
      "Lancaster & 1.231 & 1.2300 & 26.047 & 0.129 & -0.077 & 0.690 & 0.087 & 0.048 & 10.134 & 0.194 & 53431.842 & 1.598 & 0.00354 & 0.00021 & 0.00824 & 4 & 189.236330 & 62.214814 & 0.000 & Name Lancaster SN \\\\\n",
      "Ombo & 0.974 & 0.9750 & 24.886 & 0.118 & 1.716 & 0.295 & -0.005 & 0.044 & 9.317 & 0.051 & 53368.836 & 0.553 & 0.00454 & 0.00096 & 0.00438 & 4 & 53.105583 & -27.750836 & 0.000 & Name Ombo SN \\\\\n",
      "Patuxent & 0.971 & 0.9700 & 25.020 & 0.119 & -0.103 & 0.630 & -0.218 & 0.107 & 10.633 & 0.035 & 53200.957 & 1.137 & 0.01098 & 0.00118 & 0.02347 & 4 & 189.537500 & 62.313122 & 0.000 & Name Patuxent SN \\\\\n",
      "SDSS10028 & 0.064 & 0.0653 & 18.348 & 0.113 & -1.202 & 0.187 & 0.010 & 0.025 & 10.531 & 0.044 & 53693.660 & 0.177 & 0.00130 & 0.00055 & 0.00060 & 2 & 17.741856 & 0.276253 & -0.001 & SDSS-II SN 10028 \\\\\n",
      "SDSS1032 & 0.129 & 0.1298 & 20.337 & 0.116 & -2.529 & 0.200 & 0.051 & 0.037 & 10.456 & 0.022 & 53626.521 & 0.199 & 0.00269 & 0.00113 & 0.00084 & 2 & 46.795696 & 1.119552 & -0.001 & SDSS-II SN 1032 \\\\\n",
      "SDSS10434 & 0.103 & 0.1042 & 19.157 & 0.114 & -0.005 & 0.281 & -0.087 & 0.027 & 10.955 & 0.128 & 53696.471 & 0.218 & 0.00577 & 0.00078 & 0.00322 & 2 & 329.955910 & -1.193712 & -0.001 & SDSS-II SN 10434 \\\\\n",
      "SDSS10805 & 0.044 & 0.0454 & 17.532 & 0.115 & -0.953 & 0.402 & 0.057 & 0.025 & 9.998 & 0.206 & 53698.688 & 0.125 & 0.00631 & 0.00059 & 0.00364 & 2 & 344.927528 & -0.013730 & 0.000 & SDSS-II SN 10805 \\\\\n",
      "SDSS11067 & 0.113 & 0.1140 & 19.114 & 0.112 & 1.734 & 0.521 & -0.072 & 0.026 & 9.420 & 0.086 & 53702.778 & 0.403 & 0.00563 & 0.00057 & 0.00637 & 2 & 33.518394 & -0.239178 & -0.001 & SDSS-II SN 11067 \\\\\n",
      "SDSS1112 & 0.256 & 0.2576 & 21.538 & 0.125 & -0.623 & 0.675 & -0.027 & 0.052 & 11.130 & 0.218 & 53630.086 & 0.679 & 0.02414 & 0.00155 & 0.00526 & 2 & 339.017639 & -0.375189 & 0.000 & SDSS-II SN 1112 \\\\\n",
      "SDSS11206 & 0.380 & 0.3819 & 22.200 & 0.138 & -1.510 & 0.873 & -0.206 & 0.085 & 10.689 & 0.160 & 53697.222 & 1.649 & 0.03260 & 0.00135 & 0.03291 & 2 & 3.289774 & 1.145541 & 0.000 & SDSS-II SN 11206 \\\\\n",
      "SDSS11300 & 0.145 & 0.1468 & 20.283 & 0.114 & -1.607 & 0.676 & 0.075 & 0.033 & 9.291 & 0.108 & 53699.544 & 0.320 & 0.00883 & 0.00089 & 0.01048 & 2 & 6.750494 & -0.586624 & -0.001 & SDSS-II SN 11300 \\\\\n",
      "SDSS1241 & 0.089 & 0.0902 & 19.115 & 0.113 & -0.548 & 0.079 & 0.049 & 0.023 & 10.171 & 0.132 & 53635.371 & 0.078 & 0.00058 & 0.00052 & 0.00005 & 2 & 337.672525 & -0.776589 & -0.001 & SDSS-II SN 1241 \\\\\n",
      "SDSS1253 & 0.261 & 0.2620 & 21.218 & 0.120 & -0.959 & 0.448 & -0.119 & 0.049 & 11.028 & 0.008 & 53634.280 & 0.419 & 0.01096 & 0.00129 & 0.00290 & 2 & 323.799046 & 0.163079 & 0.000 & SDSS-II SN 1253 \\\\\n",
      "SDSS12779 & 0.079 & 0.0799 & 19.150 & 0.118 & -0.561 & 0.261 & 0.096 & 0.030 & 10.590 & 0.077 & 53971.726 & 0.970 & -0.00669 & 0.00111 & -0.00325 & 2 & 309.471874 & 1.221122 & -0.001 & SDSS-II SN 12779 \\\\\n",
      "SDSS12781 & 0.083 & 0.0843 & 19.386 & 0.115 & -1.832 & 0.188 & 0.036 & 0.027 & 10.955 & 0.189 & 53979.309 & 0.224 & 0.00418 & 0.00069 & 0.00083 & 2 & 5.406564 & -1.009973 & -0.001 & SDSS-II SN 12781 \\\\\n",
      "SDSS12843 & 0.166 & 0.1669 & 20.412 & 0.118 & -1.019 & 0.299 & 0.037 & 0.035 & 11.085 & 0.018 & 53982.099 & 0.195 & 0.00928 & 0.00127 & 0.00346 & 2 & 323.878086 & -0.980274 & -0.001 & SDSS-II SN 12843 \\\\\n",
      "SDSS12853 & 0.168 & 0.1694 & 20.174 & 0.117 & -0.580 & 0.345 & -0.062 & 0.032 & 10.467 & 0.220 & 53979.293 & 0.325 & 0.00935 & 0.00100 & 0.00328 & 2 & 316.765564 & 0.723070 & -0.001 & SDSS-II SN 12853 \\\\\n",
      "SDSS12855 & 0.171 & 0.1720 & 20.782 & 0.115 & -1.918 & 0.297 & 0.041 & 0.035 & 5.000 & 10.000 & 53996.150 & 0.328 & 0.00279 & 0.00097 & 0.00063 & 2 & 330.255531 & 0.716239 & -0.001 & SDSS-II SN 12855 \\\\\n",
      "SDSS12856 & 0.170 & 0.1717 & 20.135 & 0.112 & 0.860 & 0.200 & -0.090 & 0.023 & 10.118 & 0.336 & 53996.914 & 0.239 & 0.00135 & 0.00046 & 0.00015 & 2 & 332.865475 & 0.755978 & -0.001 & SDSS-II SN 12856 \\\\\n",
      "SDSS12860 & 0.120 & 0.1217 & 20.210 & 0.113 & -0.303 & 0.200 & 0.141 & 0.028 & 10.629 & 0.210 & 53993.777 & 0.279 & 0.00121 & 0.00075 & 0.00062 & 2 & 323.694195 & 1.175912 & -0.001 & SDSS-II SN 12860 \\\\\n",
      "SDSS12869 & 0.277 & 0.2780 & 21.365 & 0.126 & 0.208 & 0.835 & -0.041 & 0.051 & 10.140 & 0.050 & 53978.987 & 1.214 & 0.03179 & 0.00188 & 0.01234 & 2 & 327.399124 & 0.001078 & 0.000 & SDSS-II SN 12869 \\\\\n",
      "SDSS12881 & 0.232 & 0.2330 & 21.099 & 0.119 & 0.772 & 0.519 & 0.035 & 0.039 & 9.324 & 0.171 & 53980.300 & 0.563 & 0.01614 & 0.00119 & 0.00423 & 2 & 10.162345 & -0.073567 & -0.001 & SDSS-II SN 12881 \\\\\n",
      "SDSS12883 & 0.306 & 0.3070 & 21.588 & 0.146 & -1.955 & 0.844 & -0.058 & 0.072 & 10.972 & 0.148 & 53980.131 & 0.813 & 0.06415 & 0.00361 & 0.02238 & 2 & 312.625893 & 0.398666 & 0.000 & SDSS-II SN 12883 \\\\\n",
      "SDSS12898 & 0.080 & 0.0810 & 19.020 & 0.112 & -0.069 & 0.085 & 0.070 & 0.021 & 10.081 & 0.248 & 54002.481 & 0.080 & 0.00044 & 0.00045 & 0.00000 & 2 & 26.793083 & -0.146964 & -0.001 & SDSS-II SN 12898 \\\\\n",
      "SDSS12927 & 0.174 & 0.1750 & 20.351 & 0.119 & 0.026 & 0.324 & 0.015 & 0.033 & 10.482 & 0.236 & 53988.936 & 0.808 & -0.00218 & 0.00125 & -0.00063 & 2 & 41.786140 & 0.775128 & -0.001 & SDSS-II SN 12927 \\\\\n",
      "SDSS12928 & 0.139 & 0.1397 & 19.897 & 0.117 & -0.558 & 0.379 & -0.064 & 0.032 & 10.896 & 0.208 & 53972.953 & 1.104 & -0.00684 & 0.00108 & -0.00382 & 2 & 305.009029 & -0.975694 & -0.001 & SDSS-II SN 12928 \\\\\n",
      "SDSS12930 & 0.146 & 0.1472 & 20.062 & 0.117 & 1.887 & 0.405 & 0.022 & 0.032 & 10.785 & 0.270 & 53979.680 & 0.385 & 0.01085 & 0.00109 & 0.00345 & 2 & 309.682777 & -0.474529 & -0.001 & SDSS-II SN 12930 \\\\\n",
      "SDSS12950 & 0.081 & 0.0827 & 18.916 & 0.112 & -0.332 & 0.061 & -0.005 & 0.020 & 9.793 & 0.106 & 54000.046 & 0.068 & 0.00016 & 0.00042 & 0.00000 & 2 & 351.667450 & -0.840276 & -0.001 & SDSS-II SN 12950 \\\\\n",
      "SDSS12971 & 0.234 & 0.2352 & 20.793 & 0.116 & 1.185 & 0.581 & -0.092 & 0.036 & 11.563 & 0.131 & 53976.633 & 1.192 & 0.00201 & 0.00088 & -0.00327 & 2 & 6.648502 & -0.302072 & -0.001 & SDSS-II SN 12971 \\\\\n",
      "SDSS12972 & 0.257 & 0.2580 & 21.307 & 0.126 & 0.116 & 0.663 & -0.081 & 0.049 & 8.871 & 0.292 & 53980.993 & 0.660 & 0.03191 & 0.00196 & 0.01352 & 2 & 7.958593 & -0.382957 & 0.000 & SDSS-II SN 12972 \\\\\n",
      "SDSS12977 & 0.246 & 0.2470 & 21.152 & 0.115 & 0.070 & 0.489 & -0.048 & 0.038 & 9.565 & 0.271 & 53994.909 & 0.813 & 0.00313 & 0.00093 & -0.00090 & 2 & 13.695609 & -0.250863 & -0.001 & SDSS-II SN 12977 \\\\\n",
      "SDSS13005 & 0.126 & 0.1270 & 19.890 & 0.158 & -0.332 & 0.315 & -0.012 & 0.044 & 10.193 & 0.217 & 53964.573 & 1.241 & 0.01615 & 0.00398 & 0.00306 & 2 & 27.395458 & -0.649882 & -0.001 & SDSS-II SN 13005 \\\\\n",
      "SDSS13025 & 0.224 & 0.2250 & 21.237 & 0.117 & 0.742 & 0.297 & 0.029 & 0.036 & 10.714 & 0.370 & 53990.652 & 0.441 & 0.00469 & 0.00109 & 0.00116 & 2 & 341.567326 & 0.415896 & -0.001 & SDSS-II SN 13025 \\\\\n",
      "SDSS13038 & 0.103 & 0.1040 & 19.206 & 0.113 & 1.419 & 0.146 & -0.023 & 0.023 & 5.000 & 10.000 & 53988.649 & 0.136 & 0.00233 & 0.00058 & 0.00066 & 2 & 347.826783 & 0.504606 & -0.001 & SDSS-II SN 13038 \\\\\n",
      "SDSS13044 & 0.120 & 0.1210 & 19.579 & 0.112 & -0.014 & 0.128 & -0.068 & 0.022 & 9.624 & 0.040 & 54003.156 & 0.091 & 0.00120 & 0.00050 & 0.00048 & 2 & 332.542751 & 0.503265 & -0.001 & SDSS-II SN 13044 \\\\\n",
      "SDSS13045 & 0.181 & 0.1820 & 20.674 & 0.118 & -0.137 & 0.469 & 0.052 & 0.034 & 10.414 & 0.110 & 53993.298 & 1.072 & -0.00770 & 0.00124 & -0.00297 & 2 & 345.024939 & 0.537670 & -0.001 & SDSS-II SN 13045 \\\\\n",
      "SDSS13070 & 0.197 & 0.1985 & 20.348 & 0.116 & 0.949 & 0.275 & -0.145 & 0.028 & 9.999 & 0.264 & 53986.572 & 0.252 & 0.00760 & 0.00084 & 0.00255 & 2 & 357.785059 & -0.746341 & -0.001 & SDSS-II SN 13070 \\\\\n",
      "SDSS13072 & 0.229 & 0.2306 & 21.093 & 0.122 & 0.392 & 0.390 & -0.013 & 0.043 & 10.027 & 0.110 & 53988.922 & 0.475 & 0.01354 & 0.00159 & 0.00352 & 2 & 334.959471 & 0.024371 & -0.001 & SDSS-II SN 13072 \\\\\n",
      "SDSS13099 & 0.265 & 0.2660 & 21.535 & 0.120 & 0.347 & 0.787 & -0.022 & 0.047 & 11.053 & 0.176 & 53995.225 & 1.407 & 0.00098 & 0.00130 & -0.00162 & 2 & 359.818734 & -1.250384 & 0.000 & SDSS-II SN 13099 \\\\\n",
      "SDSS13135 & 0.103 & 0.1047 & 19.374 & 0.112 & -1.413 & 0.069 & -0.057 & 0.021 & 11.161 & 0.121 & 54003.618 & 0.060 & 0.00018 & 0.00042 & -0.00003 & 2 & 4.172286 & -0.424540 & -0.001 & SDSS-II SN 13135 \\\\\n",
      "SDSS13136 & 0.364 & 0.3660 & 22.300 & 0.132 & 0.660 & 0.838 & -0.102 & 0.060 & 11.250 & 0.098 & 53993.709 & 1.086 & 0.03489 & 0.00167 & 0.01276 & 2 & 6.140682 & -0.279061 & 0.000 & SDSS-II SN 13136 \\\\\n",
      "SDSS13152 & 0.206 & 0.2070 & 20.662 & 0.114 & 0.259 & 0.244 & 0.008 & 0.029 & 9.363 & 0.199 & 54001.232 & 0.196 & 0.00303 & 0.00076 & 0.00083 & 2 & 7.052111 & 0.118010 & -0.001 & SDSS-II SN 13152 \\\\\n",
      "SDSS13254 & 0.180 & 0.1807 & 21.152 & 0.120 & 0.480 & 0.538 & 0.093 & 0.039 & 9.975 & 0.206 & 53994.278 & 1.149 & -0.00714 & 0.00151 & -0.00291 & 2 & 42.058674 & -0.347028 & -0.001 & SDSS-II SN 13254 \\\\\n",
      "SDSS13305 & 0.200 & 0.2010 & 20.850 & 0.115 & 1.115 & 0.310 & 0.018 & 0.033 & 10.014 & 0.104 & 54003.846 & 0.265 & 0.00548 & 0.00092 & 0.00140 & 2 & 331.100487 & 0.691214 & -0.001 & SDSS-II SN 13305 \\\\\n",
      "SDSS13354 & 0.157 & 0.1576 & 20.298 & 0.113 & 1.040 & 0.163 & 0.088 & 0.027 & 10.648 & 0.226 & 54006.606 & 0.174 & 0.00139 & 0.00068 & 0.00047 & 2 & 27.564823 & -0.887272 & -0.001 & SDSS-II SN 13354 \\\\\n",
      "SDSS13411 & 0.162 & 0.1630 & 20.328 & 0.121 & 1.786 & 0.374 & 0.020 & 0.034 & 8.508 & 0.256 & 53987.460 & 0.303 & 0.01464 & 0.00130 & 0.00384 & 2 & 315.189953 & 0.191662 & -0.001 & SDSS-II SN 13411 \\\\\n",
      "SDSS13425 & 0.210 & 0.2110 & 21.865 & 0.131 & -0.978 & 0.560 & 0.260 & 0.057 & 10.360 & 0.221 & 53993.012 & 1.132 & 0.00880 & 0.00299 & 0.00247 & 2 & 338.541679 & 0.054988 & -0.001 & SDSS-II SN 13425 \\\\\n",
      "SDSS13506 & 0.242 & 0.2430 & 21.801 & 0.122 & -0.200 & 0.626 & 0.139 & 0.046 & 10.402 & 0.224 & 54000.581 & 0.533 & 0.02104 & 0.00164 & 0.00611 & 2 & 25.243341 & -0.727846 & -0.001 & SDSS-II SN 13506 \\\\\n",
      "SDSS13511 & 0.236 & 0.2374 & 21.462 & 0.118 & -1.554 & 0.441 & -0.095 & 0.041 & 11.103 & 0.086 & 54002.620 & 0.323 & 0.01045 & 0.00113 & 0.00310 & 2 & 40.612354 & -0.794122 & -0.001 & SDSS-II SN 13511 \\\\\n",
      "SDSS13578 & 0.227 & 0.2280 & 21.068 & 0.116 & -0.246 & 0.366 & -0.040 & 0.036 & 8.902 & 0.838 & 53998.759 & 0.388 & 0.00575 & 0.00095 & 0.00108 & 2 & 17.394697 & 0.704158 & -0.001 & SDSS-II SN 13578 \\\\\n",
      "SDSS13610 & 0.297 & 0.2983 & 21.382 & 0.118 & 0.079 & 0.535 & -0.096 & 0.042 & 10.509 & 0.122 & 53997.009 & 0.582 & 0.01158 & 0.00091 & 0.00105 & 2 & 326.014782 & 0.726284 & 0.000 & SDSS-II SN 13610 \\\\\n",
      "SDSS13641 & 0.209 & 0.2100 & 20.762 & 0.114 & 1.026 & 0.284 & -0.031 & 0.032 & 5.000 & 10.000 & 54004.831 & 0.291 & 0.00382 & 0.00083 & 0.00076 & 2 & 345.218732 & -0.981143 & -0.001 & SDSS-II SN 13641 \\\\\n",
      "SDSS13655 & 0.251 & 0.2520 & 21.936 & 0.120 & -1.339 & 0.584 & 0.082 & 0.047 & 10.996 & 0.018 & 53999.850 & 0.560 & 0.01383 & 0.00132 & 0.00315 & 2 & 39.020218 & -0.994179 & 0.000 & SDSS-II SN 13655 \\\\\n",
      "SDSS13689 & 0.250 & 0.2516 & 20.967 & 0.117 & 1.161 & 0.379 & -0.148 & 0.038 & 10.449 & 0.149 & 54000.150 & 0.474 & 0.00669 & 0.00101 & 0.00173 & 2 & 4.016125 & 0.807558 & -0.001 & SDSS-II SN 13689 \\\\\n",
      "SDSS1371 & 0.118 & 0.1191 & 19.052 & 0.112 & 0.790 & 0.096 & -0.101 & 0.022 & 10.950 & 0.089 & 53633.311 & 0.106 & 0.00065 & 0.00046 & 0.00008 & 2 & 349.373819 & 0.429384 & -0.001 & SDSS-II SN 1371 \\\\\n",
      "SDSS13727 & 0.220 & 0.2210 & 20.856 & 0.116 & 1.253 & 0.342 & -0.040 & 0.035 & 9.620 & 0.170 & 54004.880 & 0.327 & 0.00642 & 0.00091 & 0.00179 & 2 & 317.588081 & 0.932620 & -0.001 & SDSS-II SN 13727 \\\\\n",
      "SDSS13736 & 0.149 & 0.1504 & 19.972 & 0.112 & 1.117 & 0.165 & -0.027 & 0.023 & 9.589 & 0.274 & 54015.786 & 0.132 & 0.00165 & 0.00050 & 0.00039 & 2 & 336.833286 & 1.030971 & -0.001 & SDSS-II SN 13736 \\\\\n",
      "SDSS13757 & 0.287 & 0.2890 & 21.263 & 0.119 & 1.099 & 0.429 & -0.167 & 0.042 & 5.000 & 10.000 & 53993.750 & 0.633 & 0.00766 & 0.00111 & 0.00110 & 2 & 350.123089 & -1.157847 & 0.000 & SDSS-II SN 13757 \\\\\n",
      "SDSS13796 & 0.144 & 0.1450 & 19.838 & 0.112 & 0.789 & 0.116 & -0.019 & 0.022 & 10.018 & 0.344 & 54010.412 & 0.117 & 0.00061 & 0.00045 & 0.00016 & 2 & 350.691574 & 0.532883 & -0.001 & SDSS-II SN 13796 \\\\\n",
      "SDSS13830 & 0.328 & 0.3300 & 21.645 & 0.134 & 1.180 & 0.621 & -0.018 & 0.054 & 11.042 & 0.316 & 53990.929 & 0.740 & 0.03651 & 0.00237 & 0.01109 & 2 & 351.561718 & -0.382281 & 0.000 & SDSS-II SN 13830 \\\\\n",
      "SDSS13835 & 0.246 & 0.2477 & 21.075 & 0.115 & 0.625 & 0.246 & -0.078 & 0.035 & 10.462 & 0.314 & 54011.463 & 0.263 & 0.00316 & 0.00083 & 0.00106 & 2 & 6.059644 & -0.248262 & -0.001 & SDSS-II SN 13835 \\\\\n",
      "SDSS13894 & 0.120 & 0.1210 & 20.320 & 0.113 & 0.743 & 0.166 & 0.166 & 0.027 & 9.600 & 0.078 & 54013.688 & 0.146 & 0.00173 & 0.00073 & 0.00076 & 2 & 1.690610 & -0.036760 & -0.001 & SDSS-II SN 13894 \\\\\n",
      "SDSS13934 & 0.328 & 0.3300 & 22.190 & 0.137 & -0.708 & 0.819 & -0.100 & 0.069 & 10.510 & 0.048 & 54007.418 & 0.953 & 0.04177 & 0.00148 & 0.01085 & 2 & 342.111010 & -0.435268 & 0.000 & SDSS-II SN 13934 \\\\\n",
      "SDSS14019 & 0.215 & 0.2164 & 21.433 & 0.120 & -0.316 & 0.388 & -0.022 & 0.046 & 9.670 & 0.040 & 54012.202 & 0.397 & 0.01055 & 0.00158 & 0.00386 & 2 & 316.642422 & -0.647952 & -0.001 & SDSS-II SN 14019 \\\\\n",
      "SDSS14024 & 0.145 & 0.1460 & 20.467 & 0.114 & -1.923 & 0.195 & 0.038 & 0.032 & 8.378 & 0.979 & 54011.162 & 0.205 & 0.00191 & 0.00086 & 0.00079 & 2 & 318.198563 & 0.916348 & -0.001 & SDSS-II SN 14024 \\\\\n",
      "SDSS14108 & 0.132 & 0.1330 & 20.147 & 0.112 & 0.248 & 0.143 & -0.001 & 0.024 & 8.938 & 0.467 & 54010.211 & 0.171 & 0.00075 & 0.00056 & 0.00027 & 2 & 53.594646 & -1.123210 & -0.001 & SDSS-II SN 14108 \\\\\n",
      "SDSS14157 & 0.211 & 0.2115 & 20.481 & 0.114 & 1.125 & 0.266 & -0.058 & 0.032 & 10.943 & 0.227 & 54013.951 & 0.251 & 0.00419 & 0.00083 & 0.00093 & 2 & 51.136692 & 1.022365 & -0.001 & SDSS-II SN 14157 \\\\\n",
      "SDSS14212 & 0.204 & 0.2054 & 20.912 & 0.114 & -0.340 & 0.173 & -0.033 & 0.032 & 10.284 & 0.048 & 54012.949 & 0.183 & 0.00206 & 0.00084 & 0.00063 & 2 & 330.470112 & 1.045011 & -0.001 & SDSS-II SN 14212 \\\\\n",
      "SDSS14261 & 0.280 & 0.2810 & 21.350 & 0.122 & 0.694 & 0.462 & -0.030 & 0.043 & 8.814 & 0.549 & 54018.808 & 0.367 & 0.01739 & 0.00140 & 0.00558 & 2 & 328.240402 & 0.253794 & 0.000 & SDSS-II SN 14261 \\\\\n",
      "SDSS14279 & 0.044 & 0.0454 & 17.546 & 0.114 & -0.162 & 0.047 & 0.091 & 0.023 & 10.513 & 0.224 & 54022.046 & 0.061 & 0.00012 & 0.00045 & -0.00013 & 2 & 18.488775 & 0.371669 & 0.000 & SDSS-II SN 14279 \\\\\n",
      "SDSS14284 & 0.180 & 0.1811 & 20.229 & 0.113 & -0.309 & 0.169 & -0.069 & 0.026 & 10.514 & 0.120 & 54014.578 & 0.159 & 0.00170 & 0.00058 & 0.00058 & 2 & 49.049294 & -0.600944 & -0.001 & SDSS-II SN 14284 \\\\\n",
      "SDSS14298 & 0.261 & 0.2620 & 21.261 & 0.117 & 1.298 & 0.381 & -0.081 & 0.042 & 5.000 & 10.000 & 54012.467 & 0.339 & 0.00882 & 0.00090 & 0.00104 & 2 & 314.895050 & 1.223257 & 0.000 & SDSS-II SN 14298 \\\\\n",
      "SDSS14318 & 0.057 & 0.0578 & 17.780 & 0.122 & 0.864 & 0.782 & 0.028 & 0.032 & 9.930 & 0.084 & 54072.074 & 0.824 & -0.00501 & 0.00062 & 0.01041 & 2 & 340.425196 & -0.136905 & -0.001 & SDSS-II SN 14318 \\\\\n",
      "SDSS14331 & 0.213 & 0.2140 & 21.246 & 0.117 & 0.141 & 0.294 & 0.014 & 0.039 & 9.741 & 0.371 & 54013.474 & 0.302 & 0.00564 & 0.00107 & 0.00104 & 2 & 7.888675 & -0.135814 & -0.001 & SDSS-II SN 14331 \\\\\n",
      "SDSS14397 & 0.369 & 0.3710 & 22.210 & 0.131 & -1.193 & 0.603 & -0.221 & 0.051 & 10.479 & 0.059 & 54013.924 & 0.747 & 0.02308 & 0.00016 & 0.00548 & 2 & 6.916098 & 0.649507 & 0.000 & SDSS-II SN 14397 \\\\\n",
      "SDSS14421 & 0.174 & 0.1749 & 20.452 & 0.112 & -0.746 & 0.180 & -0.098 & 0.026 & 11.260 & 0.085 & 54010.902 & 0.212 & 0.00135 & 0.00046 & 0.00027 & 2 & 31.829882 & 1.252084 & -0.001 & SDSS-II SN 14421 \\\\\n",
      "SDSS14437 & 0.143 & 0.1440 & 19.709 & 0.112 & 0.594 & 0.119 & -0.095 & 0.024 & 9.770 & 0.242 & 54009.821 & 0.119 & 0.00091 & 0.00053 & 0.00031 & 2 & 332.080959 & -1.196387 & -0.001 & SDSS-II SN 14437 \\\\\n",
      "SDSS14451 & 0.178 & 0.1790 & 20.153 & 0.113 & 0.289 & 0.167 & -0.107 & 0.026 & 9.886 & 0.310 & 54011.802 & 0.177 & 0.00183 & 0.00059 & 0.00063 & 2 & 308.194954 & 0.927069 & -0.001 & SDSS-II SN 14451 \\\\\n",
      "SDSS14456 & 0.328 & 0.3300 & 21.823 & 0.124 & -0.041 & 0.547 & -0.029 & 0.048 & 10.930 & 0.236 & 54018.664 & 0.463 & 0.02249 & 0.00133 & 0.00594 & 2 & 343.551104 & 1.050661 & 0.000 & SDSS-II SN 14456 \\\\\n",
      "SDSS14481 & 0.254 & 0.2550 & 21.385 & 0.124 & -1.040 & 0.379 & -0.172 & 0.050 & 10.917 & 0.044 & 54020.190 & 0.309 & 0.01508 & 0.00158 & 0.00490 & 2 & 2.681734 & 0.201306 & 0.000 & SDSS-II SN 14481 \\\\\n",
      "SDSS14735 & 0.300 & 0.3011 & 21.707 & 0.119 & -0.087 & 0.420 & 0.033 & 0.045 & 10.469 & 0.198 & 54013.808 & 0.485 & 0.01102 & 0.00110 & 0.00236 & 2 & 35.158035 & 0.348378 & 0.000 & SDSS-II SN 14735 \\\\\n",
      "SDSS14816 & 0.106 & 0.1072 & 19.371 & 0.112 & -0.673 & 0.093 & 0.021 & 0.022 & 10.383 & 0.204 & 54021.316 & 0.092 & 0.00080 & 0.00051 & 0.00027 & 2 & 336.716299 & 0.506056 & -0.001 & SDSS-II SN 14816 \\\\\n",
      "SDSS14846 & 0.223 & 0.2247 & 20.942 & 0.116 & 0.634 & 0.288 & -0.045 & 0.036 & 10.904 & 0.070 & 54024.974 & 0.280 & 0.00550 & 0.00098 & 0.00124 & 2 & 7.663236 & 0.141581 & -0.001 & SDSS-II SN 14846 \\\\\n",
      "SDSS14871 & 0.118 & 0.1190 & 19.437 & 0.112 & 1.291 & 0.112 & -0.047 & 0.022 & 8.922 & 0.187 & 54027.354 & 0.124 & 0.00061 & 0.00045 & 0.00010 & 2 & 54.277100 & 0.009360 & -0.001 & SDSS-II SN 14871 \\\\\n",
      "SDSS14979 & 0.177 & 0.1771 & 20.179 & 0.113 & 0.225 & 0.140 & -0.118 & 0.025 & 9.807 & 0.210 & 54025.603 & 0.143 & 0.00130 & 0.00054 & 0.00025 & 2 & 54.946434 & 0.992816 & -0.001 & SDSS-II SN 14979 \\\\\n",
      "SDSS14984 & 0.183 & 0.1840 & 20.867 & 0.115 & 1.016 & 0.333 & 0.073 & 0.032 & 10.083 & 0.130 & 54024.802 & 0.320 & 0.00580 & 0.00091 & 0.00171 & 2 & 313.833565 & -0.092790 & -0.001 & SDSS-II SN 14984 \\\\\n",
      "SDSS15057 & 0.298 & 0.2990 & 21.846 & 0.131 & -2.485 & 0.545 & -0.059 & 0.058 & 9.519 & 0.248 & 54017.260 & 0.389 & 0.02575 & 0.00179 & 0.00600 & 2 & 17.881262 & 0.409492 & 0.000 & SDSS-II SN 15057 \\\\\n",
      "SDSS15129 & 0.197 & 0.1983 & 20.684 & 0.114 & -0.774 & 0.223 & -0.071 & 0.032 & 10.796 & 0.281 & 54023.824 & 0.251 & 0.00258 & 0.00073 & 0.00035 & 2 & 318.902390 & -0.321433 & -0.001 & SDSS-II SN 15129 \\\\\n",
      "SDSS15132 & 0.153 & 0.1543 & 19.761 & 0.112 & 1.068 & 0.147 & -0.133 & 0.022 & 9.218 & 0.360 & 54026.527 & 0.139 & 0.00086 & 0.00043 & 0.00003 & 2 & 329.700233 & 0.197686 & -0.001 & SDSS-II SN 15132 \\\\\n",
      "SDSS15161 & 0.248 & 0.2495 & 21.203 & 0.117 & -0.285 & 0.307 & -0.054 & 0.041 & 10.744 & 0.113 & 54025.357 & 0.359 & 0.00708 & 0.00120 & 0.00307 & 2 & 35.842915 & 0.819003 & -0.001 & SDSS-II SN 15161 \\\\\n",
      "SDSS15171 & 0.138 & 0.1392 & 19.659 & 0.112 & 0.680 & 0.144 & -0.079 & 0.022 & 8.724 & 0.786 & 54029.169 & 0.136 & 0.00074 & 0.00048 & 0.00030 & 2 & 304.792538 & -1.064489 & -0.001 & SDSS-II SN 15171 \\\\\n",
      "SDSS15201 & 0.207 & 0.2085 & 21.801 & 0.117 & -1.246 & 0.454 & 0.094 & 0.040 & 11.143 & 0.140 & 54028.287 & 0.396 & 0.00823 & 0.00113 & 0.00129 & 2 & 337.519415 & 0.003639 & -0.001 & SDSS-II SN 15201 \\\\\n",
      "SDSS15203 & 0.215 & 0.2160 & 20.730 & 0.114 & 1.114 & 0.263 & -0.025 & 0.032 & 10.047 & 0.185 & 54027.180 & 0.268 & 0.00354 & 0.00083 & 0.00071 & 2 & 15.734715 & 0.183087 & -0.001 & SDSS-II SN 15203 \\\\\n",
      "SDSS15213 & 0.306 & 0.3070 & 21.734 & 0.127 & -0.084 & 0.592 & -0.087 & 0.056 & 10.901 & 0.175 & 54026.323 & 0.664 & 0.02769 & 0.00185 & 0.01137 & 2 & 53.019138 & -0.100142 & 0.000 & SDSS-II SN 15213 \\\\\n",
      "SDSS15219 & 0.247 & 0.2480 & 21.057 & 0.115 & -0.146 & 0.373 & -0.154 & 0.036 & 10.809 & 0.104 & 54030.969 & 0.334 & 0.00494 & 0.00083 & 0.00169 & 2 & 34.611145 & 0.226688 & -0.001 & SDSS-II SN 15219 \\\\\n",
      "SDSS15222 & 0.198 & 0.1994 & 20.949 & 0.115 & -1.339 & 0.278 & 0.011 & 0.034 & 11.260 & 0.218 & 54031.122 & 0.250 & 0.00390 & 0.00086 & 0.00100 & 2 & 2.853377 & 0.702744 & -0.001 & SDSS-II SN 15222 \\\\\n",
      "SDSS15229 & 0.223 & 0.2240 & 21.024 & 0.115 & 0.685 & 0.287 & -0.033 & 0.037 & 8.926 & 0.266 & 54033.215 & 0.300 & 0.00443 & 0.00092 & 0.00103 & 2 & 4.831984 & 1.090719 & -0.001 & SDSS-II SN 15229 \\\\\n",
      "SDSS15234 & 0.135 & 0.1363 & 20.462 & 0.113 & 0.900 & 0.204 & 0.128 & 0.027 & 10.399 & 0.278 & 54032.802 & 0.198 & 0.00185 & 0.00071 & 0.00081 & 2 & 16.958336 & 0.828198 & -0.001 & SDSS-II SN 15234 \\\\\n",
      "SDSS15259 & 0.211 & 0.2120 & 20.792 & 0.114 & 0.420 & 0.264 & -0.015 & 0.033 & 9.864 & 0.360 & 54026.334 & 0.270 & 0.00322 & 0.00081 & 0.00033 & 2 & 337.544197 & -0.407819 & -0.001 & SDSS-II SN 15259 \\\\\n",
      "SDSS15287 & 0.273 & 0.2740 & 21.161 & 0.114 & 1.423 & 0.314 & -0.073 & 0.035 & 10.405 & 0.068 & 54030.381 & 0.329 & 0.00394 & 0.00077 & 0.00092 & 2 & 323.959682 & -1.057435 & 0.000 & SDSS-II SN 15287 \\\\\n",
      "SDSS15301 & 0.247 & 0.2480 & 20.666 & 0.114 & -0.339 & 0.200 & -0.139 & 0.033 & 10.280 & 0.220 & 54035.912 & 0.215 & 0.00232 & 0.00077 & 0.00092 & 2 & 323.579918 & 0.589106 & -0.001 & SDSS-II SN 15301 \\\\\n",
      "SDSS15354 & 0.221 & 0.2221 & 21.521 & 0.120 & -2.265 & 0.354 & 0.085 & 0.048 & 10.500 & 0.040 & 54024.623 & 0.494 & 0.00586 & 0.00151 & 0.00078 & 2 & 6.773676 & -0.125976 & -0.001 & SDSS-II SN 15354 \\\\\n",
      "SDSS15356 & 0.274 & 0.2760 & 21.437 & 0.118 & -0.707 & 0.476 & -0.049 & 0.045 & 10.276 & 0.217 & 54029.242 & 0.461 & 0.01027 & 0.00114 & 0.00378 & 2 & 335.053316 & 0.409944 & 0.000 & SDSS-II SN 15356 \\\\\n",
      "SDSS15365 & 0.177 & 0.1780 & 20.505 & 0.113 & 0.830 & 0.231 & -0.037 & 0.028 & 10.865 & 0.012 & 54038.074 & 0.184 & 0.00326 & 0.00059 & 0.00098 & 2 & 354.556658 & 1.249090 & -0.001 & SDSS-II SN 15365 \\\\\n",
      "SDSS15383 & 0.311 & 0.3120 & 21.860 & 0.123 & 0.212 & 0.705 & -0.034 & 0.050 & 10.609 & 0.016 & 54030.555 & 0.709 & 0.02480 & 0.00117 & 0.00559 & 2 & 34.149532 & -0.155162 & 0.000 & SDSS-II SN 15383 \\\\\n",
      "SDSS15421 & 0.184 & 0.1854 & 20.642 & 0.113 & 0.175 & 0.256 & -0.044 & 0.026 & 10.149 & 0.183 & 54035.160 & 0.227 & 0.00274 & 0.00056 & 0.00087 & 2 & 33.741600 & 0.602507 & -0.001 & SDSS-II SN 15421 \\\\\n",
      "SDSS15425 & 0.159 & 0.1599 & 19.908 & 0.112 & 0.971 & 0.165 & -0.006 & 0.023 & 10.398 & 0.132 & 54038.061 & 0.150 & 0.00128 & 0.00048 & 0.00057 & 2 & 55.561081 & 0.478286 & -0.001 & SDSS-II SN 15425 \\\\\n",
      "SDSS15433 & 0.220 & 0.2211 & 20.944 & 0.115 & -0.088 & 0.258 & -0.068 & 0.035 & 10.585 & 0.098 & 54037.383 & 0.250 & 0.00360 & 0.00085 & 0.00103 & 2 & 14.879633 & -0.256513 & -0.001 & SDSS-II SN 15433 \\\\\n",
      "SDSS15440 & 0.252 & 0.2530 & 21.587 & 0.118 & -0.624 & 0.491 & 0.066 & 0.043 & 10.556 & 0.014 & 54030.999 & 0.416 & 0.01114 & 0.00121 & 0.00449 & 2 & 39.720669 & 0.090127 & 0.000 & SDSS-II SN 15440 \\\\\n",
      "SDSS15443 & 0.181 & 0.1819 & 20.192 & 0.112 & 1.561 & 0.181 & -0.041 & 0.024 & 10.223 & 0.218 & 54041.289 & 0.168 & 0.00160 & 0.00050 & 0.00062 & 2 & 49.867435 & -0.318030 & -0.001 & SDSS-II SN 15443 \\\\\n",
      "SDSS15453 & 0.174 & 0.1750 & 20.549 & 0.114 & 1.150 & 0.253 & -0.024 & 0.029 & 8.651 & 0.296 & 54038.181 & 0.182 & 0.00488 & 0.00073 & 0.00185 & 2 & 319.668304 & -1.024288 & -0.001 & SDSS-II SN 15453 \\\\\n",
      "SDSS15456 & 0.380 & 0.3821 & 21.981 & 0.125 & -1.213 & 0.759 & -0.091 & 0.061 & 10.799 & 0.261 & 54030.298 & 0.751 & 0.02515 & 0.00100 & 0.01189 & 2 & 331.867262 & -0.903413 & 0.000 & SDSS-II SN 15456 \\\\\n",
      "SDSS15461 & 0.179 & 0.1800 & 20.359 & 0.113 & -0.162 & 0.208 & -0.100 & 0.026 & 10.186 & 0.340 & 54036.984 & 0.173 & 0.00279 & 0.00061 & 0.00107 & 2 & 326.847485 & -0.494677 & -0.001 & SDSS-II SN 15461 \\\\\n",
      "SDSS15466 & 0.246 & 0.2470 & 21.327 & 0.120 & -1.062 & 0.392 & 0.028 & 0.047 & 10.482 & 0.356 & 54036.652 & 0.353 & 0.01034 & 0.00148 & 0.00345 & 2 & 317.645042 & -0.123220 & -0.001 & SDSS-II SN 15466 \\\\\n",
      "SDSS15467 & 0.209 & 0.2104 & 20.592 & 0.116 & 0.801 & 0.261 & -0.068 & 0.033 & 10.402 & 0.250 & 54038.902 & 0.195 & 0.00570 & 0.00095 & 0.00215 & 2 & 320.019936 & -0.177441 & -0.001 & SDSS-II SN 15467 \\\\\n",
      "SDSS15504 & 0.249 & 0.2510 & 21.853 & 0.131 & 2.337 & 0.726 & 0.206 & 0.058 & 10.727 & 0.106 & 54039.809 & 0.570 & 0.04089 & 0.00288 & 0.01722 & 2 & 345.701446 & -0.876422 & -0.001 & SDSS-II SN 15504 \\\\\n",
      "SDSS15508 & 0.134 & 0.1350 & 19.608 & 0.112 & 0.883 & 0.104 & -0.059 & 0.022 & 9.879 & 0.261 & 54041.563 & 0.092 & 0.00061 & 0.00047 & 0.00027 & 2 & 27.168976 & -0.576611 & -0.001 & SDSS-II SN 15508 \\\\\n",
      "SDSS15583 & 0.177 & 0.1780 & 20.736 & 0.114 & -0.296 & 0.205 & 0.025 & 0.030 & 9.039 & 0.336 & 54041.009 & 0.189 & 0.00280 & 0.00073 & 0.00126 & 2 & 37.731079 & 0.946299 & -0.001 & SDSS-II SN 15583 \\\\\n",
      "SDSS15584 & 0.281 & 0.2820 & 21.439 & 0.118 & 0.315 & 0.405 & -0.045 & 0.044 & 10.623 & 0.034 & 54038.129 & 0.391 & 0.00883 & 0.00104 & 0.00342 & 2 & 43.495464 & 0.986965 & 0.000 & SDSS-II SN 15584 \\\\\n",
      "SDSS15648 & 0.174 & 0.1750 & 21.032 & 0.122 & -1.454 & 0.358 & 0.114 & 0.044 & 11.175 & 0.124 & 54042.569 & 0.290 & 0.01290 & 0.00187 & 0.00614 & 2 & 313.718384 & -0.194823 & -0.001 & SDSS-II SN 15648 \\\\\n",
      "SDSS15674 & 0.197 & 0.1980 & 21.018 & 0.118 & -0.344 & 0.302 & 0.004 & 0.037 & 5.000 & 10.000 & 54040.283 & 0.233 & 0.00801 & 0.00119 & 0.00364 & 2 & 340.829157 & 0.262909 & -0.001 & SDSS-II SN 15674 \\\\\n",
      "SDSS15704 & 0.364 & 0.3650 & 22.060 & 0.128 & -0.049 & 0.702 & -0.171 & 0.056 & 10.679 & 0.169 & 54043.003 & 0.686 & 0.02797 & 0.00089 & 0.01468 & 2 & 40.210735 & 0.658751 & 0.000 & SDSS-II SN 15704 \\\\\n",
      "SDSS15756 & 0.378 & 0.3800 & 22.422 & 0.135 & -0.961 & 0.712 & -0.250 & 0.061 & 11.371 & 0.094 & 54035.760 & 0.821 & 0.02935 & -0.00011 & 0.00853 & 2 & 0.374834 & 0.275974 & 0.000 & SDSS-II SN 15756 \\\\\n",
      "SDSS15776 & 0.316 & 0.3176 & 21.847 & 0.122 & -2.282 & 0.561 & -0.146 & 0.050 & 10.899 & 0.005 & 54033.830 & 0.490 & 0.01616 & 0.00088 & 0.00637 & 2 & 32.829441 & -0.998258 & 0.000 & SDSS-II SN 15776 \\\\\n",
      "SDSS1580 & 0.183 & 0.1840 & 20.273 & 0.114 & 0.880 & 0.228 & -0.038 & 0.027 & 11.198 & 0.162 & 53634.026 & 0.205 & 0.00396 & 0.00067 & 0.00058 & 2 & 45.323063 & -0.644066 & -0.001 & SDSS-II SN 1580 \\\\\n",
      "SDSS15868 & 0.241 & 0.2420 & 21.006 & 0.116 & 0.329 & 0.264 & -0.141 & 0.037 & 10.417 & 0.046 & 54044.254 & 0.220 & 0.00532 & 0.00100 & 0.00194 & 2 & 38.099796 & -0.713578 & -0.001 & SDSS-II SN 15868 \\\\\n",
      "SDSS15872 & 0.202 & 0.2030 & 20.556 & 0.117 & 0.781 & 0.308 & -0.064 & 0.036 & 9.304 & 0.135 & 54047.769 & 0.206 & 0.00814 & 0.00120 & 0.00364 & 2 & 36.722496 & -0.327810 & -0.001 & SDSS-II SN 15872 \\\\\n",
      "SDSS15897 & 0.169 & 0.1700 & 20.890 & 0.116 & -2.457 & 0.261 & 0.016 & 0.037 & 10.655 & 0.048 & 54041.524 & 0.223 & 0.00393 & 0.00109 & 0.00146 & 2 & 11.681450 & -1.032905 & -0.001 & SDSS-II SN 15897 \\\\\n",
      "SDSS15901 & 0.198 & 0.1990 & 20.775 & 0.115 & 0.030 & 0.256 & -0.041 & 0.030 & 9.669 & 0.334 & 54045.458 & 0.204 & 0.00462 & 0.00078 & 0.00197 & 2 & 31.976303 & -0.535389 & -0.001 & SDSS-II SN 15901 \\\\\n",
      "SDSS16021 & 0.123 & 0.1240 & 19.618 & 0.112 & -0.347 & 0.127 & -0.038 & 0.024 & 9.842 & 0.114 & 54049.120 & 0.114 & 0.00134 & 0.00057 & 0.00075 & 2 & 13.843731 & -0.388811 & -0.001 & SDSS-II SN 16021 \\\\\n",
      "SDSS16032 & 0.203 & 0.2040 & 20.759 & 0.115 & -0.819 & 0.240 & -0.109 & 0.034 & 5.000 & 10.000 & 54046.405 & 0.178 & 0.00407 & 0.00091 & 0.00164 & 2 & 44.069218 & -0.410771 & -0.001 & SDSS-II SN 16032 \\\\\n",
      "SDSS16069 & 0.127 & 0.1288 & 20.104 & 0.113 & 0.879 & 0.217 & 0.157 & 0.027 & 10.980 & 0.250 & 54050.757 & 0.185 & 0.00258 & 0.00071 & 0.00159 & 2 & 341.246075 & -1.006598 & -0.001 & SDSS-II SN 16069 \\\\\n",
      "SDSS16072 & 0.275 & 0.2770 & 21.533 & 0.127 & 0.276 & 0.625 & -0.016 & 0.054 & 10.640 & 0.006 & 54046.850 & 0.490 & 0.03069 & 0.00229 & 0.01387 & 2 & 3.124440 & -0.977309 & 0.000 & SDSS-II SN 16072 \\\\\n",
      "SDSS16073 & 0.145 & 0.1460 & 20.257 & 0.112 & 0.723 & 0.185 & -0.007 & 0.024 & 9.779 & 0.152 & 54051.435 & 0.157 & 0.00175 & 0.00057 & 0.00089 & 2 & 8.107763 & -1.054001 & -0.001 & SDSS-II SN 16073 \\\\\n",
      "SDSS16093 & 0.334 & 0.3360 & 21.862 & 0.133 & 1.029 & 0.735 & -0.064 & 0.056 & 10.107 & 0.415 & 54045.023 & 0.638 & 0.04230 & 0.00153 & 0.01141 & 2 & 350.362471 & 1.132483 & 0.000 & SDSS-II SN 16093 \\\\\n",
      "SDSS16099 & 0.196 & 0.1969 & 20.704 & 0.113 & 2.031 & 0.369 & 0.023 & 0.026 & 10.365 & 0.078 & 54054.439 & 0.307 & 0.00544 & 0.00062 & 0.00273 & 2 & 26.420935 & -1.054386 & -0.001 & SDSS-II SN 16099 \\\\\n",
      "SDSS16100 & 0.194 & 0.1950 & 21.065 & 0.118 & -0.393 & 0.350 & 0.052 & 0.038 & 9.122 & 0.646 & 54048.043 & 0.255 & 0.00956 & 0.00128 & 0.00481 & 2 & 30.436289 & -1.032410 & -0.001 & SDSS-II SN 16100 \\\\\n",
      "SDSS16106 & 0.250 & 0.2512 & 21.021 & 0.120 & -0.629 & 0.364 & -0.150 & 0.048 & 10.831 & 0.096 & 54045.425 & 0.303 & 0.01184 & 0.00155 & 0.00540 & 2 & 332.089348 & -1.148781 & -0.001 & SDSS-II SN 16106 \\\\\n",
      "SDSS16116 & 0.149 & 0.1500 & 19.970 & 0.112 & 0.509 & 0.287 & -0.098 & 0.025 & 9.512 & 0.090 & 54053.282 & 0.233 & 0.00322 & 0.00056 & 0.00227 & 2 & 355.302010 & -1.105807 & -0.001 & SDSS-II SN 16116 \\\\\n",
      "SDSS16165 & 0.156 & 0.1570 & 20.146 & 0.113 & 0.344 & 0.223 & -0.032 & 0.025 & 5.000 & 10.000 & 54052.896 & 0.192 & 0.00264 & 0.00059 & 0.00130 & 2 & 30.733135 & -0.533872 & -0.001 & SDSS-II SN 16165 \\\\\n",
      "SDSS16185 & 0.096 & 0.0970 & 19.773 & 0.113 & -2.310 & 0.224 & 0.070 & 0.025 & 9.507 & 0.010 & 54053.891 & 0.147 & 0.00171 & 0.00059 & 0.00082 & 2 & 16.868069 & -0.269365 & -0.001 & SDSS-II SN 16185 \\\\\n",
      "SDSS16206 & 0.151 & 0.1520 & 20.404 & 0.114 & -2.565 & 0.551 & -0.009 & 0.031 & 10.684 & 0.025 & 54056.990 & 0.248 & 0.00823 & 0.00083 & 0.00744 & 2 & 5.788190 & -0.053633 & -0.001 & SDSS-II SN 16206 \\\\\n",
      "SDSS16211 & 0.309 & 0.3109 & 22.131 & 0.137 & -1.964 & 0.626 & 0.004 & 0.070 & 11.226 & 0.005 & 54041.487 & 0.576 & 0.03302 & 0.00228 & 0.00864 & 2 & 348.164090 & 0.266932 & 0.000 & SDSS-II SN 16211 \\\\\n",
      "SDSS16213 & 0.249 & 0.2500 & 21.128 & 0.116 & 0.280 & 0.430 & -0.097 & 0.038 & 5.000 & 10.000 & 54053.581 & 0.414 & 0.00784 & 0.00099 & 0.00390 & 2 & 8.971051 & 0.258405 & -0.001 & SDSS-II SN 16213 \\\\\n",
      "SDSS16232 & 0.366 & 0.3670 & 22.136 & 0.137 & -0.146 & 0.829 & -0.111 & 0.068 & 10.504 & 0.105 & 54045.029 & 0.843 & 0.04906 & 0.00246 & 0.02602 & 2 & 17.205410 & -0.989553 & 0.000 & SDSS-II SN 16232 \\\\\n",
      "SDSS16259 & 0.118 & 0.1191 & 20.040 & 0.113 & -1.540 & 0.224 & 0.075 & 0.028 & 11.013 & 0.170 & 54052.309 & 0.199 & 0.00141 & 0.00070 & 0.00100 & 2 & 352.029971 & 0.856355 & -0.001 & SDSS-II SN 16259 \\\\\n",
      "SDSS16276 & 0.192 & 0.1930 & 20.741 & 0.114 & -0.019 & 0.551 & -0.026 & 0.032 & 8.820 & 0.348 & 54057.369 & 0.366 & 0.00976 & 0.00081 & 0.00610 & 2 & 20.578657 & 1.010615 & -0.001 & SDSS-II SN 16276 \\\\\n",
      "SDSS16281 & 0.183 & 0.1840 & 20.474 & 0.114 & -0.873 & 0.510 & -0.073 & 0.032 & 10.141 & 0.044 & 54055.403 & 0.345 & 0.00831 & 0.00085 & 0.00606 & 2 & 352.942151 & -0.668052 & -0.001 & SDSS-II SN 16281 \\\\\n",
      "SDSS16350 & 0.235 & 0.2361 & 21.130 & 0.117 & -1.346 & 0.544 & -0.090 & 0.044 & 10.525 & 0.069 & 54054.128 & 0.442 & 0.01020 & 0.00121 & 0.00617 & 2 & 323.639488 & -0.885831 & -0.001 & SDSS-II SN 16350 \\\\\n",
      "SDSS16352 & 0.246 & 0.2480 & 20.846 & 0.115 & 0.273 & 0.850 & -0.142 & 0.040 & 9.769 & 0.548 & 54059.082 & 0.673 & 0.01641 & 0.00105 & 0.01456 & 2 & 346.249358 & -0.873365 & -0.001 & SDSS-II SN 16352 \\\\\n",
      "SDSS16402 & 0.288 & 0.2900 & 20.860 & 0.117 & -0.872 & 0.780 & -0.187 & 0.042 & 10.996 & 0.100 & 54059.492 & 0.554 & 0.01680 & 0.00103 & 0.01298 & 2 & 336.367720 & 0.265275 & 0.000 & SDSS-II SN 16402 \\\\\n",
      "SDSS16473 & 0.210 & 0.2110 & 20.739 & 0.115 & -1.073 & 0.868 & -0.148 & 0.041 & 9.907 & 0.239 & 54062.360 & 0.840 & 0.00478 & 0.00087 & 0.01474 & 2 & 328.612152 & 0.588515 & -0.001 & SDSS-II SN 16473 \\\\\n",
      "SDSS16618 & 0.192 & 0.1932 & 20.467 & 0.115 & -0.793 & 0.604 & -0.097 & 0.032 & 9.907 & 0.122 & 54067.262 & 0.702 & -0.00082 & 0.00052 & 0.00854 & 2 & 21.279373 & -1.218938 & -0.001 & SDSS-II SN 16618 \\\\\n",
      "SDSS16619 & 0.114 & 0.1151 & 19.173 & 0.113 & -0.192 & 0.593 & -0.086 & 0.027 & 8.332 & 0.726 & 54069.581 & 0.683 & -0.00774 & 0.00029 & 0.00922 & 2 & 25.938738 & -1.111919 & -0.001 & SDSS-II SN 16619 \\\\\n",
      "SDSS16641 & 0.114 & 0.1150 & 19.719 & 0.113 & 1.053 & 0.621 & 0.040 & 0.030 & 10.477 & 0.166 & 54069.198 & 0.628 & 0.00289 & 0.00059 & 0.01069 & 2 & 23.561230 & -0.403632 & -0.001 & SDSS-II SN 16641 \\\\\n",
      "SDSS16737 & 0.199 & 0.2000 & 20.520 & 0.124 & -0.444 & 0.715 & -0.076 & 0.046 & 10.070 & 0.369 & 54068.757 & 0.946 & -0.00817 & 0.00050 & 0.01078 & 2 & 312.832680 & -0.952322 & -0.001 & SDSS-II SN 16737 \\\\\n",
      "SDSS16793 & 0.221 & 0.2220 & 20.764 & 0.138 & 0.525 & 1.380 & -0.051 & 0.051 & 5.000 & 10.000 & 54070.763 & 1.932 & -0.04499 & 0.00048 & 0.02037 & 2 & 328.575356 & 0.447010 & -0.001 & SDSS-II SN 16793 \\\\\n",
      "SDSS17168 & 0.183 & 0.1840 & 20.599 & 0.115 & 0.503 & 0.303 & -0.040 & 0.032 & 9.520 & 0.160 & 54356.948 & 0.287 & 0.00531 & 0.00083 & 0.00101 & 2 & 339.723804 & -1.167083 & -0.001 & SDSS-II SN 17168 \\\\\n",
      "SDSS17171 & 0.159 & 0.1603 & 19.938 & 0.145 & -0.385 & 0.343 & -0.142 & 0.041 & 10.628 & 0.009 & 54340.662 & 1.432 & -0.00288 & 0.00304 & -0.00037 & 2 & 326.502041 & -1.217730 & -0.001 & SN 2007id \\\\\n",
      "SDSS17186 & 0.078 & 0.0794 & 19.240 & 0.114 & 0.643 & 0.149 & 0.111 & 0.024 & 10.562 & 0.164 & 54353.811 & 0.187 & 0.00193 & 0.00062 & 0.00011 & 2 & 31.612825 & -0.899550 & -0.001 & SDSS-II SN 17186 \\\\\n",
      "SDSS17208 & 0.139 & 0.1400 & 19.983 & 0.119 & 0.837 & 0.363 & -0.068 & 0.029 & 8.200 & 0.576 & 54342.030 & 1.034 & -0.00742 & 0.00105 & -0.00113 & 2 & 1.491593 & 1.103086 & -0.001 & SN 2007ic \\\\\n",
      "SDSS17215 & 0.181 & 0.1814 & 20.579 & 0.118 & 0.283 & 0.417 & 0.015 & 0.037 & 11.240 & 0.102 & 54350.994 & 0.722 & 0.00414 & 0.00113 & 0.00094 & 2 & 54.926380 & 1.092299 & -0.001 & SN 2007hy \\\\\n",
      "SDSS17218 & 0.178 & 0.1790 & 20.428 & 0.115 & -0.760 & 0.402 & -0.085 & 0.031 & 10.015 & 0.264 & 54349.498 & 0.544 & 0.00384 & 0.00071 & 0.00063 & 2 & 356.171815 & -0.030055 & -0.001 & SDSS-II SN 17218 \\\\\n",
      "SDSS17220 & 0.171 & 0.1720 & 20.557 & 0.115 & 1.820 & 0.284 & 0.150 & 0.031 & 10.466 & 0.056 & 54356.923 & 0.288 & 0.00494 & 0.00088 & 0.00081 & 2 & 9.701524 & -0.179249 & -0.001 & SDSS-II SN 17220 \\\\\n",
      "SDSS17223 & 0.234 & 0.2350 & 20.863 & 0.119 & 1.013 & 0.666 & -0.070 & 0.043 & 5.000 & 10.000 & 54347.004 & 1.623 & -0.01072 & 0.00142 & -0.01140 & 2 & 26.361374 & -0.019418 & -0.001 & SDSS-II SN 17223 \\\\\n",
      "SDSS17240 & 0.072 & 0.0728 & 18.172 & 0.158 & -1.467 & 0.368 & -0.121 & 0.058 & 10.813 & 0.120 & 54337.326 & 1.137 & 0.01841 & 0.00587 & 0.00513 & 2 & 8.640957 & -1.217578 & -0.001 & SN 2007ht \\\\\n",
      "SDSS17253 & 0.155 & 0.1560 & 19.970 & 0.172 & -0.197 & 0.420 & -0.122 & 0.066 & 10.642 & 0.259 & 54341.618 & 1.335 & 0.01806 & 0.00735 & 0.00568 & 2 & 2.994201 & 0.998150 & -0.001 & SDSS-II SN 17253 \\\\\n",
      "SDSS17258 & 0.090 & 0.0910 & 18.819 & 0.124 & 0.317 & 0.210 & 0.027 & 0.033 & 9.647 & 0.181 & 54342.580 & 0.646 & 0.00208 & 0.00160 & 0.00014 & 2 & 35.738617 & 1.025760 & -0.001 & SN 2007jr \\\\\n",
      "SDSS17274 & 0.177 & 0.1780 & 20.397 & 0.164 & 1.958 & 0.536 & -0.137 & 0.077 & 8.963 & 0.141 & 54352.880 & 2.337 & -0.01337 & 0.00860 & -0.01138 & 2 & 359.341503 & 0.105858 & -0.001 & SN 2007ij \\\\\n",
      "SDSS17280 & 0.130 & 0.1310 & 19.653 & 0.147 & -0.839 & 0.287 & -0.198 & 0.050 & 10.785 & 0.304 & 54343.803 & 0.929 & 0.01046 & 0.00430 & 0.00436 & 2 & 55.791908 & 0.102471 & -0.001 & SN 2007ia \\\\\n",
      "SDSS17332 & 0.182 & 0.1829 & 20.681 & 0.116 & -0.237 & 0.268 & 0.036 & 0.034 & 10.532 & 0.103 & 54358.077 & 0.242 & 0.00502 & 0.00095 & 0.00075 & 2 & 43.773479 & -0.147425 & -0.001 & SDSS-II SN 17332 \\\\\n",
      "SDSS17340 & 0.256 & 0.2571 & 21.318 & 0.120 & -0.075 & 0.430 & -0.007 & 0.043 & 11.229 & 0.095 & 54356.407 & 0.393 & 0.01237 & 0.00117 & 0.00182 & 2 & 41.212090 & 0.364833 & 0.000 & SDSS-II SN 17340 \\\\\n",
      "SDSS17366 & 0.138 & 0.1393 & 19.555 & 0.112 & 0.567 & 0.166 & -0.096 & 0.023 & 10.756 & 0.322 & 54351.464 & 0.251 & 0.00120 & 0.00049 & 0.00017 & 2 & 315.787289 & -1.029184 & -0.001 & SDSS-II SN 17366 \\\\\n",
      "SDSS17389 & 0.171 & 0.1720 & 20.780 & 0.115 & 1.130 & 0.372 & 0.058 & 0.033 & 9.793 & 0.194 & 54352.993 & 0.396 & 0.00660 & 0.00088 & 0.00106 & 2 & 323.294876 & -0.960150 & -0.001 & SDSS-II SN 17389 \\\\\n",
      "SDSS17435 & 0.217 & 0.2180 & 20.710 & 0.115 & 0.902 & 0.254 & -0.109 & 0.035 & 8.005 & 0.708 & 54359.362 & 0.297 & 0.00383 & 0.00086 & -0.00001 & 2 & 20.344587 & -0.014803 & -0.001 & SDSS-II SN 17435 \\\\\n",
      "SDSS17464 & 0.246 & 0.2470 & 21.092 & 0.116 & 0.081 & 0.567 & 0.053 & 0.041 & 8.864 & 0.445 & 54358.584 & 1.174 & 0.00112 & 0.00106 & -0.00348 & 2 & 6.640777 & 0.041985 & -0.001 & SDSS-II SN 17464 \\\\\n",
      "SDSS17497 & 0.144 & 0.1447 & 20.046 & 0.112 & 0.911 & 0.123 & 0.038 & 0.022 & 10.129 & 0.222 & 54364.735 & 0.121 & 0.00075 & 0.00048 & 0.00011 & 2 & 37.136570 & -1.042117 & -0.001 & SDSS-II SN 17497 \\\\\n",
      "SDSS17552 & 0.249 & 0.2500 & 21.303 & 0.117 & 1.243 & 0.405 & 0.000 & 0.042 & 10.483 & 0.108 & 54357.268 & 0.495 & 0.00711 & 0.00105 & 0.00040 & 2 & 322.320553 & -1.003178 & -0.001 & SDSS-II SN 17552 \\\\\n",
      "SDSS17605 & 0.145 & 0.1464 & 20.061 & 0.119 & 0.716 & 0.441 & 0.015 & 0.038 & 10.704 & 0.304 & 54352.593 & 0.920 & -0.00034 & 0.00150 & -0.00099 & 2 & 309.202770 & 0.098444 & -0.001 & SDSS-II SN 17605 \\\\\n",
      "SDSS17629 & 0.136 & 0.1369 & 20.059 & 0.114 & -0.348 & 0.145 & 0.060 & 0.027 & 11.041 & 0.202 & 54370.400 & 0.112 & 0.00214 & 0.00070 & 0.00064 & 2 & 30.636435 & -1.089188 & -0.001 & SDSS-II SN 17629 \\\\\n",
      "SDSS17745 & 0.059 & 0.0600 & 17.862 & 0.115 & 1.071 & 0.121 & -0.050 & 0.026 & 8.744 & 0.110 & 54372.434 & 0.134 & 0.00201 & 0.00064 & 0.00042 & 2 & 2.960264 & -0.339205 & -0.001 & SDSS-II SN 17745 \\\\\n",
      "SDSS17784 & 0.037 & 0.0371 & 17.321 & 0.115 & -0.728 & 0.077 & 0.060 & 0.022 & 9.099 & 0.176 & 54367.037 & 0.075 & 0.00078 & 0.00045 & 0.00004 & 2 & 52.461727 & 0.056828 & 0.000 & SDSS-II SN 17784 \\\\\n",
      "SDSS17791 & 0.277 & 0.2790 & 21.739 & 0.137 & 0.248 & 0.692 & -0.187 & 0.061 & 8.946 & 0.303 & 54366.713 & 0.553 & 0.04254 & 0.00198 & 0.01195 & 2 & 332.373276 & 0.737893 & 0.000 & SDSS-II SN 17791 \\\\\n",
      "SDSS17801 & 0.205 & 0.2064 & 21.182 & 0.131 & -0.678 & 0.480 & -0.017 & 0.054 & 11.251 & 0.006 & 54365.722 & 0.330 & 0.02661 & 0.00294 & 0.01067 & 2 & 316.093201 & -0.898024 & -0.001 & SDSS-II SN 17801 \\\\\n",
      "SDSS17809 & 0.281 & 0.2820 & 21.478 & 0.123 & 1.523 & 0.427 & 0.030 & 0.041 & 9.919 & 0.288 & 54370.575 & 0.319 & 0.01801 & 0.00140 & 0.00397 & 2 & 6.364582 & -0.839571 & 0.000 & SDSS-II SN 17809 \\\\\n",
      "SDSS17811 & 0.199 & 0.2000 & 20.490 & 0.114 & 1.032 & 0.297 & -0.098 & 0.027 & 5.000 & 10.000 & 54355.288 & 0.273 & 0.00567 & 0.00055 & 0.00046 & 2 & 12.878674 & -0.947399 & -0.001 & SDSS-II SN 17811 \\\\\n",
      "SDSS17825 & 0.160 & 0.1610 & 20.411 & 0.113 & -0.149 & 0.158 & 0.006 & 0.027 & 5.000 & 10.000 & 54367.018 & 0.157 & 0.00172 & 0.00062 & 0.00041 & 2 & 32.947124 & -0.912429 & -0.001 & SDSS-II SN 17825 \\\\\n",
      "SDSS17875 & 0.211 & 0.2120 & 21.023 & 0.116 & 1.120 & 0.320 & -0.031 & 0.038 & 10.533 & 0.228 & 54362.456 & 0.402 & 0.00526 & 0.00091 & -0.00059 & 2 & 20.983381 & 1.254994 & -0.001 & SDSS-II SN 17875 \\\\\n",
      "SDSS17880 & 0.072 & 0.0727 & 18.984 & 0.113 & -0.924 & 0.109 & 0.181 & 0.026 & 10.070 & 0.236 & 54363.271 & 0.157 & 0.00075 & 0.00054 & -0.00007 & 2 & 44.972374 & 1.160707 & -0.001 & SDSS-II SN 17880 \\\\\n",
      "SDSS17884 & 0.238 & 0.2390 & 20.859 & 0.116 & 0.664 & 0.280 & -0.124 & 0.037 & 10.134 & 0.386 & 54369.033 & 0.271 & 0.00606 & 0.00090 & 0.00090 & 2 & 27.599838 & 1.172075 & -0.001 & SDSS-II SN 17884 \\\\\n",
      "SDSS1794 & 0.141 & 0.1426 & 20.084 & 0.113 & 1.154 & 0.317 & 0.031 & 0.026 & 9.700 & 0.596 & 53624.720 & 0.553 & 0.00047 & 0.00062 & 0.00040 & 2 & 317.836819 & -0.445333 & -0.001 & SDSS-II SN 1794 \\\\\n",
      "SDSS18030 & 0.155 & 0.1564 & 20.386 & 0.118 & -0.606 & 0.245 & -0.052 & 0.034 & 9.701 & 0.158 & 54373.103 & 0.201 & 0.00766 & 0.00121 & 0.00279 & 2 & 4.932975 & -0.400135 & -0.001 & SDSS-II SN 18030 \\\\\n",
      "SDSS18091 & 0.370 & 0.3715 & 21.893 & 0.139 & -0.648 & 0.650 & -0.195 & 0.063 & 11.162 & 0.228 & 54372.177 & 0.583 & 0.04295 & 0.00187 & 0.01551 & 2 & 23.367535 & 0.524681 & 0.000 & SDSS-II SN 18091 \\\\\n",
      "SDSS18241 & 0.094 & 0.0950 & 19.177 & 0.114 & -1.123 & 0.130 & -0.085 & 0.025 & 10.016 & 0.370 & 54372.950 & 0.157 & 0.00164 & 0.00063 & 0.00016 & 2 & 312.387741 & -0.761723 & -0.001 & SDSS-II SN 18241 \\\\\n",
      "SDSS18298 & 0.119 & 0.1198 & 20.542 & 0.127 & -2.724 & 0.288 & 0.255 & 0.048 & 10.684 & 0.170 & 54374.326 & 0.212 & 0.01227 & 0.00262 & 0.00515 & 2 & 18.266731 & -0.540012 & -0.001 & SDSS-II SN 18298 \\\\\n",
      "SDSS18323 & 0.154 & 0.1550 & 20.241 & 0.115 & 0.160 & 0.220 & -0.043 & 0.028 & 9.261 & 0.454 & 54375.479 & 0.162 & 0.00508 & 0.00081 & 0.00142 & 2 & 3.428632 & 0.652155 & -0.001 & SDSS-II SN 18323 \\\\\n",
      "SDSS18325 & 0.254 & 0.2550 & 21.278 & 0.121 & 0.393 & 0.369 & -0.055 & 0.044 & 11.019 & 0.198 & 54378.649 & 0.427 & 0.01196 & 0.00132 & 0.00304 & 2 & 8.905735 & 0.370035 & 0.000 & SDSS-II SN 18325 \\\\\n",
      "SDSS18375 & 0.107 & 0.1085 & 19.338 & 0.112 & 0.164 & 0.126 & 0.066 & 0.021 & 10.139 & 0.098 & 54383.897 & 0.219 & 0.00016 & 0.00044 & 0.00009 & 2 & 11.516434 & -0.010381 & -0.001 & SDSS-II SN 18375 \\\\\n",
      "SDSS18415 & 0.130 & 0.1310 & 19.866 & 0.114 & -1.624 & 0.175 & -0.087 & 0.028 & 10.832 & 0.172 & 54381.429 & 0.244 & 0.00126 & 0.00073 & 0.00040 & 2 & 337.478285 & 1.058609 & -0.001 & SDSS-II SN 18415 \\\\\n",
      "SDSS18463 & 0.267 & 0.2680 & 21.323 & 0.121 & 0.941 & 0.406 & -0.044 & 0.046 & 10.406 & 0.100 & 54376.516 & 0.431 & 0.01328 & 0.00131 & 0.00276 & 2 & 17.565994 & 0.472038 & 0.000 & SDSS-II SN 18463 \\\\\n",
      "SDSS18466 & 0.212 & 0.2130 & 21.093 & 0.115 & -0.176 & 0.241 & 0.031 & 0.033 & 10.726 & 0.226 & 54381.411 & 0.342 & 0.00288 & 0.00092 & 0.00053 & 2 & 48.418526 & 0.629998 & -0.001 & SDSS-II SN 18466 \\\\\n",
      "SDSS18485 & 0.278 & 0.2790 & 21.278 & 0.117 & 1.316 & 0.411 & -0.088 & 0.039 & 10.630 & 0.121 & 54388.938 & 0.454 & 0.00949 & 0.00094 & 0.00232 & 2 & 47.959118 & -0.692416 & 0.000 & SDSS-II SN 18485 \\\\\n",
      "SDSS18486 & 0.245 & 0.2460 & 20.754 & 0.114 & 1.113 & 0.264 & -0.109 & 0.034 & 5.000 & 10.000 & 54390.103 & 0.284 & 0.00354 & 0.00077 & 0.00064 & 2 & 55.180023 & 1.003079 & -0.001 & SDSS-II SN 18486 \\\\\n",
      "SDSS18602 & 0.134 & 0.1350 & 20.091 & 0.114 & 0.916 & 0.182 & 0.062 & 0.028 & 9.408 & 0.212 & 54393.769 & 0.133 & 0.00279 & 0.00078 & 0.00136 & 2 & 338.983583 & 0.609241 & -0.001 & SDSS-II SN 18602 \\\\\n",
      "SDSS18604 & 0.177 & 0.1780 & 20.913 & 0.114 & -2.079 & 0.216 & -0.046 & 0.030 & 10.812 & 0.052 & 54387.374 & 0.208 & 0.00181 & 0.00069 & 0.00038 & 2 & 340.920918 & 0.421380 & -0.001 & SDSS-II SN 18604 \\\\\n",
      "SDSS18612 & 0.114 & 0.1149 & 19.675 & 0.112 & -0.735 & 0.133 & 0.060 & 0.022 & 10.764 & 0.161 & 54383.705 & 0.173 & 0.00046 & 0.00048 & 0.00009 & 2 & 12.287929 & 0.596957 & -0.001 & SDSS-II SN 18612 \\\\\n",
      "SDSS18617 & 0.320 & 0.3220 & 22.008 & 0.128 & -0.256 & 0.882 & -0.022 & 0.057 & 9.922 & 0.382 & 54381.322 & 1.260 & 0.02886 & 0.00120 & 0.00551 & 2 & 345.761495 & 0.849165 & 0.000 & SDSS-II SN 18617 \\\\\n",
      "SDSS18650 & 0.113 & 0.1140 & 19.406 & 0.112 & 0.885 & 0.116 & -0.043 & 0.022 & 8.825 & 0.110 & 54387.865 & 0.129 & 0.00080 & 0.00048 & 0.00029 & 2 & 328.447235 & 0.015055 & -0.001 & SDSS-II SN 18650 \\\\\n",
      "SDSS18697 & 0.106 & 0.1073 & 19.225 & 0.112 & 0.750 & 0.120 & -0.003 & 0.021 & 10.690 & 0.250 & 54384.431 & 0.193 & 0.00015 & 0.00044 & 0.00000 & 2 & 11.223947 & -0.997054 & -0.001 & SDSS-II SN 18697 \\\\\n",
      "SDSS18721 & 0.391 & 0.3930 & 22.096 & 0.149 & 0.145 & 0.849 & -0.135 & 0.070 & 11.140 & 0.010 & 54371.389 & 0.737 & 0.06941 & 0.00217 & 0.01972 & 2 & 3.077347 & -0.077318 & -0.001 & SDSS-II SN 18721 \\\\\n",
      "SDSS18740 & 0.156 & 0.1570 & 20.174 & 0.112 & -0.035 & 0.126 & 0.025 & 0.022 & 10.454 & 0.112 & 54391.806 & 0.108 & 0.00084 & 0.00047 & 0.00032 & 2 & 16.855324 & 1.043746 & -0.001 & SDSS-II SN 18740 \\\\\n",
      "SDSS18749 & 0.187 & 0.1880 & 21.077 & 0.114 & -1.441 & 0.374 & 0.066 & 0.033 & 10.876 & 0.039 & 54385.106 & 0.433 & 0.00318 & 0.00083 & 0.00093 & 2 & 12.547336 & 0.675423 & -0.001 & SDSS-II SN 18749 \\\\\n",
      "SDSS18768 & 0.197 & 0.1980 & 20.999 & 0.119 & -0.446 & 0.294 & -0.030 & 0.037 & 9.567 & 0.239 & 54378.986 & 0.391 & 0.00803 & 0.00122 & 0.00295 & 2 & 17.216736 & 1.197879 & -0.001 & SDSS-II SN 18768 \\\\\n",
      "SDSS18787 & 0.192 & 0.1930 & 21.202 & 0.115 & 0.146 & 0.431 & 0.036 & 0.032 & 10.829 & 0.014 & 54387.250 & 0.449 & 0.00638 & 0.00081 & 0.00263 & 2 & 29.729753 & -1.027071 & -0.001 & SDSS-II SN 18787 \\\\\n",
      "SDSS18804 & 0.191 & 0.1920 & 20.425 & 0.113 & 0.948 & 0.198 & -0.046 & 0.025 & 9.965 & 0.033 & 54392.809 & 0.174 & 0.00203 & 0.00054 & 0.00049 & 2 & 25.265629 & -0.448449 & -0.001 & SDSS-II SN 18804 \\\\\n",
      "SDSS18807 & 0.176 & 0.1770 & 20.591 & 0.113 & 0.470 & 0.242 & -0.012 & 0.027 & 10.706 & 0.185 & 54390.271 & 0.236 & 0.00280 & 0.00063 & 0.00119 & 2 & 46.640945 & 0.793304 & -0.001 & SDSS-II SN 18807 \\\\\n",
      "SDSS18809 & 0.128 & 0.1290 & 19.748 & 0.112 & -1.173 & 0.179 & -0.077 & 0.024 & 10.933 & 0.028 & 54383.154 & 0.268 & 0.00026 & 0.00054 & 0.00024 & 2 & 50.881317 & 0.666634 & -0.001 & SDSS-II SN 18809 \\\\\n",
      "SDSS18835 & 0.123 & 0.1232 & 19.509 & 0.112 & 0.758 & 0.109 & -0.013 & 0.022 & 10.535 & 0.009 & 54392.387 & 0.117 & 0.00056 & 0.00047 & 0.00024 & 2 & 53.685146 & 0.355509 & -0.001 & SDSS-II SN 18835 \\\\\n",
      "SDSS18855 & 0.127 & 0.1278 & 19.701 & 0.112 & 0.248 & 0.144 & -0.028 & 0.022 & 10.246 & 0.204 & 54385.975 & 0.208 & 0.00053 & 0.00048 & 0.00025 & 2 & 48.632347 & 0.269818 & -0.001 & SDSS-II SN 18855 \\\\\n",
      "SDSS18927 & 0.213 & 0.2140 & 21.241 & 0.118 & -0.590 & 0.377 & 0.113 & 0.040 & 10.489 & 0.350 & 54386.818 & 0.405 & 0.00737 & 0.00127 & 0.00188 & 2 & 46.682472 & -0.754019 & -0.001 & SDSS-II SN 18927 \\\\\n",
      "SDSS18940 & 0.219 & 0.2200 & 20.967 & 0.115 & -0.944 & 0.214 & -0.049 & 0.034 & 10.150 & 0.302 & 54396.725 & 0.191 & 0.00294 & 0.00087 & 0.00088 & 2 & 10.348955 & 0.411951 & -0.001 & SDSS-II SN 18940 \\\\\n",
      "SDSS18945 & 0.269 & 0.2700 & 21.597 & 0.118 & 0.139 & 0.489 & -0.048 & 0.042 & 5.000 & 10.000 & 54390.387 & 0.436 & 0.01240 & 0.00097 & 0.00281 & 2 & 10.078404 & -1.037373 & 0.000 & SDSS-II SN 18945 \\\\\n",
      "SDSS18965 & 0.205 & 0.2060 & 20.719 & 0.115 & -0.640 & 0.227 & -0.112 & 0.035 & 10.443 & 0.008 & 54395.342 & 0.188 & 0.00355 & 0.00091 & 0.00077 & 2 & 13.509144 & 1.069021 & -0.001 & SDSS-II SN 18965 \\\\\n",
      "SDSS19002 & 0.267 & 0.2680 & 21.207 & 0.116 & 0.323 & 0.313 & -0.097 & 0.037 & 10.459 & 0.176 & 54393.131 & 0.285 & 0.00609 & 0.00090 & 0.00139 & 2 & 42.615364 & -0.551163 & 0.000 & SDSS-II SN 19002 \\\\\n",
      "SDSS19008 & 0.218 & 0.2190 & 21.085 & 0.119 & 1.079 & 0.390 & 0.085 & 0.040 & 10.620 & 0.233 & 54392.649 & 0.349 & 0.01191 & 0.00140 & 0.00456 & 2 & 331.963343 & -1.069943 & -0.001 & SDSS-II SN 19008 \\\\\n",
      "SDSS19023 & 0.242 & 0.2430 & 20.842 & 0.115 & 1.302 & 0.272 & -0.119 & 0.036 & 5.000 & 10.000 & 54389.836 & 0.279 & 0.00449 & 0.00083 & 0.00059 & 2 & 307.116955 & 0.006237 & -0.001 & SDSS-II SN 19023 \\\\\n",
      "SDSS19027 & 0.294 & 0.2950 & 21.355 & 0.120 & 0.469 & 0.540 & -0.007 & 0.045 & 9.254 & 0.205 & 54386.552 & 0.627 & 0.01597 & 0.00116 & 0.00369 & 2 & 328.884178 & -0.371996 & 0.000 & SDSS-II SN 19027 \\\\\n",
      "SDSS19067 & 0.353 & 0.3550 & 21.771 & 0.125 & 0.552 & 0.768 & -0.066 & 0.055 & 5.000 & 10.000 & 54386.860 & 0.850 & 0.03045 & 0.00125 & 0.01079 & 2 & 325.628120 & 0.984606 & 0.000 & SDSS-II SN 19067 \\\\\n",
      "SDSS19101 & 0.186 & 0.1870 & 20.774 & 0.114 & -0.170 & 0.214 & 0.045 & 0.030 & 5.000 & 10.000 & 54395.198 & 0.174 & 0.00367 & 0.00079 & 0.00143 & 2 & 7.972722 & 0.138298 & -0.001 & SDSS-II SN 19101 \\\\\n",
      "SDSS19128 & 0.285 & 0.2870 & 21.594 & 0.119 & 1.352 & 0.600 & -0.065 & 0.044 & 5.000 & 10.000 & 54387.047 & 0.639 & 0.01648 & 0.00106 & 0.00431 & 2 & 354.203771 & -0.782230 & 0.000 & SDSS-II SN 19128 \\\\\n",
      "SDSS19149 & 0.195 & 0.1960 & 20.368 & 0.114 & 1.180 & 0.200 & 0.011 & 0.028 & 9.536 & 0.266 & 54398.827 & 0.165 & 0.00317 & 0.00074 & 0.00123 & 2 & 31.460009 & -0.331865 & -0.001 & SDSS-II SN 19149 \\\\\n",
      "SDSS19155 & 0.076 & 0.0769 & 18.228 & 0.112 & 1.204 & 0.103 & -0.104 & 0.022 & 10.732 & 0.214 & 54399.683 & 0.069 & 0.00096 & 0.00047 & 0.00034 & 2 & 31.266495 & 0.174558 & -0.001 & SDSS-II SN 19155 \\\\\n",
      "SDSS19174 & 0.164 & 0.1647 & 20.518 & 0.114 & -0.753 & 0.213 & 0.057 & 0.031 & 10.709 & 0.038 & 54394.885 & 0.190 & 0.00290 & 0.00081 & 0.00098 & 2 & 25.659727 & 1.030393 & -0.001 & SDSS-II SN 19174 \\\\\n",
      "SDSS19207 & 0.257 & 0.2587 & 21.466 & 0.122 & 0.432 & 0.549 & 0.008 & 0.050 & 10.821 & 0.379 & 54382.873 & 0.760 & 0.01149 & 0.00156 & 0.00156 & 2 & 333.463938 & -0.920283 & 0.000 & SN 2007oa \\\\\n",
      "SDSS19230 & 0.220 & 0.2210 & 21.281 & 0.120 & -1.621 & 0.436 & 0.080 & 0.046 & 10.324 & 0.060 & 54390.411 & 0.428 & 0.01059 & 0.00148 & 0.00362 & 2 & 332.891016 & 0.764785 & -0.001 & SDSS-II SN 19230 \\\\\n",
      "SDSS19282 & 0.176 & 0.1770 & 20.293 & 0.113 & 1.225 & 0.237 & -0.039 & 0.025 & 5.000 & 10.000 & 54397.434 & 0.163 & 0.00354 & 0.00058 & 0.00092 & 2 & 359.072222 & -0.505872 & -0.001 & SDSS-II SN 19282 \\\\\n",
      "SDSS19341 & 0.227 & 0.2280 & 21.439 & 0.119 & -1.550 & 0.369 & 0.033 & 0.043 & 10.711 & 0.004 & 54393.204 & 0.315 & 0.00832 & 0.00123 & 0.00144 & 2 & 15.860297 & 0.331394 & -0.001 & SDSS-II SN 19341 \\\\\n",
      "SDSS19353 & 0.153 & 0.1540 & 20.209 & 0.114 & 0.894 & 0.206 & 0.036 & 0.027 & 10.731 & 0.026 & 54398.628 & 0.134 & 0.00344 & 0.00070 & 0.00137 & 2 & 43.114372 & 0.251817 & -0.001 & SDSS-II SN 19353 \\\\\n",
      "SDSS19425 & 0.210 & 0.2116 & 21.643 & 0.129 & -1.604 & 0.465 & 0.131 & 0.056 & 10.390 & 0.179 & 54392.869 & 0.422 & 0.01959 & 0.00282 & 0.00822 & 2 & 323.508694 & -0.740519 & -0.001 & SDSS-II SN 19425 \\\\\n",
      "SDSS19543 & 0.122 & 0.1230 & 19.946 & 0.112 & -0.835 & 0.137 & -0.022 & 0.024 & 8.828 & 0.216 & 54401.006 & 0.120 & 0.00118 & 0.00056 & 0.00059 & 2 & 357.908352 & 0.279826 & -0.001 & SDSS-II SN 19543 \\\\\n",
      "SDSS19596 & 0.291 & 0.2920 & 21.542 & 0.121 & 0.640 & 0.499 & -0.044 & 0.046 & 9.565 & 0.232 & 54396.521 & 0.430 & 0.01679 & 0.00118 & 0.00437 & 2 & 53.884281 & 0.703362 & 0.000 & SDSS-II SN 19596 \\\\\n",
      "SDSS19604 & 0.294 & 0.2960 & 22.401 & 0.141 & 1.173 & 0.944 & 0.173 & 0.071 & 10.190 & 0.260 & 54396.259 & 0.785 & 0.06375 & 0.00316 & 0.02037 & 2 & 5.324447 & 1.074527 & 0.000 & SDSS-II SN 19604 \\\\\n",
      "SDSS19616 & 0.165 & 0.1655 & 20.244 & 0.113 & 0.152 & 0.191 & -0.023 & 0.027 & 11.215 & 0.287 & 54403.533 & 0.139 & 0.00285 & 0.00071 & 0.00140 & 2 & 37.101109 & 0.184666 & -0.001 & SDSS-II SN 19616 \\\\\n",
      "SDSS19632 & 0.307 & 0.3080 & 21.832 & 0.127 & 0.154 & 0.525 & -0.045 & 0.052 & 10.803 & 0.127 & 54396.714 & 0.448 & 0.02409 & 0.00162 & 0.00792 & 2 & 40.286488 & 0.144448 & 0.000 & SDSS-II SN 19632 \\\\\n",
      "SDSS19658 & 0.199 & 0.2000 & 20.711 & 0.116 & -0.007 & 0.254 & -0.084 & 0.035 & 9.139 & 0.532 & 54401.812 & 0.184 & 0.00570 & 0.00108 & 0.00239 & 2 & 8.903193 & -0.232700 & -0.001 & SDSS-II SN 19658 \\\\\n",
      "SDSS19702 & 0.268 & 0.2690 & 21.594 & 0.122 & -1.096 & 0.456 & -0.073 & 0.049 & 9.986 & 0.464 & 54397.226 & 0.392 & 0.01400 & 0.00133 & 0.00478 & 2 & 47.754841 & 0.356752 & 0.000 & SDSS-II SN 19702 \\\\\n",
      "SDSS19757 & 0.401 & 0.4030 & 21.992 & 0.135 & 0.175 & 0.891 & -0.105 & 0.061 & 10.274 & 0.436 & 54400.464 & 0.829 & 0.05376 & 0.00188 & 0.02712 & 2 & 349.481023 & 1.222840 & -0.001 & SDSS-II SN 19757 \\\\\n",
      "SDSS19775 & 0.137 & 0.1379 & 20.269 & 0.113 & -0.229 & 0.199 & 0.094 & 0.028 & 10.567 & 0.224 & 54404.426 & 0.183 & 0.00208 & 0.00074 & 0.00103 & 2 & 318.956097 & 0.651289 & -0.001 & SDSS-II SN 19775 \\\\\n",
      "SDSS19794 & 0.295 & 0.2970 & 22.242 & 0.134 & -2.427 & 0.683 & 0.046 & 0.071 & 11.160 & 0.164 & 54396.130 & 0.594 & 0.03057 & 0.00237 & 0.00781 & 2 & 359.319051 & 0.249367 & 0.000 & SDSS-II SN 19794 \\\\\n",
      "SDSS19818 & 0.292 & 0.2930 & 21.508 & 0.124 & 1.181 & 0.550 & -0.005 & 0.046 & 10.190 & 0.124 & 54402.147 & 0.405 & 0.02487 & 0.00161 & 0.00857 & 2 & 35.266689 & 0.496411 & 0.000 & SDSS-II SN 19818 \\\\\n",
      "SDSS19899 & 0.090 & 0.0914 & 18.478 & 0.112 & 0.284 & 0.194 & -0.146 & 0.021 & 8.529 & 0.272 & 54418.760 & 0.163 & 0.00134 & 0.00045 & 0.00099 & 2 & 341.492277 & -0.648736 & -0.001 & SDSS-II SN 19899 \\\\\n",
      "SDSS19913 & 0.206 & 0.2070 & 20.820 & 0.115 & 0.083 & 0.339 & -0.059 & 0.034 & 10.164 & 0.175 & 54406.143 & 0.350 & 0.00496 & 0.00093 & 0.00212 & 2 & 333.762493 & -0.341257 & -0.001 & SDSS-II SN 19913 \\\\\n",
      "SDSS19940 & 0.146 & 0.1470 & 19.801 & 0.112 & 1.044 & 0.206 & -0.005 & 0.025 & 5.000 & 10.000 & 54407.779 & 0.177 & 0.00141 & 0.00056 & 0.00099 & 2 & 315.393539 & -0.268507 & -0.001 & SDSS-II SN 19940 \\\\\n",
      "SDSS19953 & 0.118 & 0.1190 & 19.196 & 0.112 & 0.743 & 0.185 & -0.126 & 0.022 & 9.460 & 0.181 & 54415.144 & 0.159 & 0.00106 & 0.00045 & 0.00093 & 2 & 332.930492 & 0.579076 & -0.001 & SDSS-II SN 19953 \\\\\n",
      "SDSS19968 & 0.055 & 0.0560 & 18.011 & 0.113 & -1.889 & 0.176 & -0.035 & 0.023 & 10.408 & 0.054 & 54412.677 & 0.103 & 0.00081 & 0.00046 & 0.00008 & 2 & 24.348734 & -0.311997 & 0.000 & SDSS-II SN 19968 \\\\\n",
      "SDSS19969 & 0.174 & 0.1752 & 20.510 & 0.113 & 0.047 & 0.248 & 0.017 & 0.027 & 10.337 & 0.253 & 54409.050 & 0.235 & 0.00232 & 0.00065 & 0.00114 & 2 & 31.910473 & -0.324000 & -0.001 & SDSS-II SN 19969 \\\\\n",
      "SDSS19990 & 0.245 & 0.2460 & 21.379 & 0.120 & -1.314 & 0.333 & -0.086 & 0.046 & 10.306 & 0.044 & 54403.330 & 0.298 & 0.00954 & 0.00147 & 0.00457 & 2 & 34.806366 & -0.384841 & -0.001 & SDSS-II SN 19990 \\\\\n",
      "SDSS19992 & 0.225 & 0.2260 & 21.146 & 0.123 & 0.273 & 0.526 & -0.081 & 0.046 & 9.496 & 0.180 & 54404.594 & 0.456 & 0.02074 & 0.00179 & 0.00950 & 2 & 357.104161 & -1.185004 & -0.001 & SDSS-II SN 19992 \\\\\n",
      "SDSS20039 & 0.246 & 0.2470 & 21.379 & 0.118 & 0.725 & 0.491 & 0.061 & 0.044 & 11.334 & 0.100 & 54408.083 & 0.510 & 0.01222 & 0.00139 & 0.00619 & 2 & 9.878607 & 1.024336 & -0.001 & SDSS-II SN 20039 \\\\\n",
      "SDSS20040 & 0.284 & 0.2850 & 21.246 & 0.118 & 0.704 & 0.625 & -0.110 & 0.044 & 10.045 & 0.213 & 54410.786 & 0.500 & 0.01680 & 0.00102 & 0.00646 & 2 & 328.879471 & 0.815071 & 0.000 & SDSS-II SN 20040 \\\\\n",
      "SDSS20048 & 0.181 & 0.1820 & 20.907 & 0.117 & -0.682 & 0.492 & 0.022 & 0.039 & 10.682 & 0.006 & 54410.165 & 0.358 & 0.01086 & 0.00109 & 0.00491 & 2 & 339.308083 & 0.736387 & -0.001 & SDSS-II SN 20048 \\\\\n",
      "SDSS20064 & 0.104 & 0.1052 & 19.260 & 0.112 & 0.849 & 0.181 & 0.056 & 0.024 & 11.288 & 0.178 & 54413.140 & 0.120 & 0.00161 & 0.00056 & 0.00076 & 2 & 358.586197 & -0.917617 & -0.001 & SDSS-II SN 20064 \\\\\n",
      "SDSS20084 & 0.130 & 0.1310 & 20.554 & 0.114 & 0.129 & 0.277 & 0.155 & 0.030 & 8.635 & 1.478 & 54407.153 & 0.252 & 0.00281 & 0.00082 & 0.00193 & 2 & 347.975293 & -0.578091 & -0.001 & SDSS-II SN 20084 \\\\\n",
      "SDSS20088 & 0.244 & 0.2449 & 20.935 & 0.113 & -0.241 & 0.208 & -0.162 & 0.032 & 10.944 & 0.094 & 54407.846 & 0.225 & 0.00169 & 0.00069 & 0.00042 & 2 & 13.205203 & 0.631500 & -0.001 & SDSS-II SN 20088 \\\\\n",
      "SDSS20106 & 0.331 & 0.3330 & 22.048 & 0.135 & -0.983 & 0.719 & -0.114 & 0.067 & 10.137 & 0.269 & 54404.137 & 0.797 & 0.03789 & 0.00163 & 0.01342 & 2 & 346.554290 & 0.328961 & 0.000 & SDSS-II SN 20106 \\\\\n",
      "SDSS20111 & 0.243 & 0.2450 & 21.412 & 0.118 & -0.030 & 0.582 & 0.009 & 0.044 & 10.600 & 0.088 & 54410.055 & 0.490 & 0.01322 & 0.00119 & 0.00619 & 2 & 354.394368 & 0.248099 & -0.001 & SDSS-II SN 20111 \\\\\n",
      "SDSS20142 & 0.315 & 0.3160 & 21.289 & 0.119 & 0.849 & 0.677 & -0.092 & 0.040 & 8.777 & 0.452 & 54412.643 & 0.485 & 0.02116 & 0.00107 & 0.00726 & 2 & 23.008219 & -0.429732 & 0.000 & SDSS-II SN 20142 \\\\\n",
      "SDSS20144 & 0.219 & 0.2200 & 20.773 & 0.115 & 0.204 & 0.594 & -0.097 & 0.033 & 9.762 & 0.238 & 54415.959 & 0.542 & 0.00851 & 0.00084 & 0.00501 & 2 & 322.431904 & 0.444623 & -0.001 & SDSS-II SN 20144 \\\\\n",
      "SDSS2017 & 0.260 & 0.2616 & 21.301 & 0.123 & 1.392 & 0.545 & -0.106 & 0.048 & 10.403 & 0.293 & 53635.993 & 0.558 & 0.01799 & 0.00114 & -0.00031 & 2 & 328.943336 & 0.593518 & 0.000 & SDSS-II SN 2017 \\\\\n",
      "SDSS20227 & 0.282 & 0.2840 & 21.511 & 0.117 & -1.291 & 0.515 & -0.150 & 0.046 & 10.880 & 0.102 & 54408.485 & 0.534 & 0.00908 & 0.00090 & 0.00374 & 2 & 349.119993 & -0.098497 & 0.000 & SDSS-II SN 20227 \\\\\n",
      "SDSS20245 & 0.300 & 0.3020 & 21.669 & 0.126 & -0.602 & 0.897 & 0.045 & 0.055 & 11.404 & 0.111 & 54411.888 & 0.588 & 0.03990 & 0.00195 & 0.01797 & 2 & 341.705549 & 0.756290 & 0.000 & SDSS-II SN 20245 \\\\\n",
      "SDSS2031 & 0.152 & 0.1530 & 19.681 & 0.112 & 0.507 & 0.140 & -0.130 & 0.023 & 9.275 & 0.192 & 53636.919 & 0.139 & 0.00091 & 0.00047 & 0.00001 & 2 & 312.043190 & -1.171422 & -0.001 & SDSS-II SN 2031 \\\\\n",
      "SDSS20345 & 0.264 & 0.2650 & 21.267 & 0.116 & -1.685 & 0.524 & -0.111 & 0.043 & 5.000 & 10.000 & 54418.209 & 0.538 & 0.00606 & 0.00088 & 0.00387 & 2 & 10.701769 & 0.379731 & 0.000 & SDSS-II SN 20345 \\\\\n",
      "SDSS20364 & 0.214 & 0.2150 & 21.111 & 0.118 & 0.569 & 0.818 & 0.035 & 0.041 & 10.213 & 0.313 & 54419.981 & 0.859 & 0.01797 & 0.00124 & 0.01131 & 2 & 25.756645 & -0.945469 & -0.001 & SDSS-II SN 20364 \\\\\n",
      "SDSS20430 & 0.163 & 0.1640 & 20.751 & 0.114 & -1.192 & 0.513 & 0.024 & 0.032 & 5.000 & 10.000 & 54415.231 & 0.380 & 0.00617 & 0.00080 & 0.00344 & 2 & 312.416813 & 0.468630 & -0.001 & SDSS-II SN 20430 \\\\\n",
      "SDSS20470 & 0.124 & 0.1250 & 19.954 & 0.113 & 0.657 & 0.429 & 0.044 & 0.029 & 10.124 & 0.258 & 54419.228 & 0.370 & 0.00521 & 0.00074 & 0.00657 & 2 & 52.604916 & 1.009437 & -0.001 & SN 2007pz \\\\\n",
      "SDSS20575 & 0.195 & 0.1960 & 20.622 & 0.114 & 0.161 & 0.494 & 0.034 & 0.032 & 11.031 & 0.006 & 54416.308 & 0.446 & 0.00781 & 0.00083 & 0.00618 & 2 & 325.265694 & 0.142561 & -0.001 & SDSS-II SN 20575 \\\\\n",
      "SDSS20581 & 0.206 & 0.2070 & 20.613 & 0.114 & -0.458 & 0.440 & -0.122 & 0.033 & 9.938 & 0.224 & 54416.951 & 0.397 & 0.00499 & 0.00084 & 0.00333 & 2 & 337.703016 & 0.010740 & -0.001 & SN 2007qm \\\\\n",
      "SDSS20625 & 0.107 & 0.1080 & 19.481 & 0.113 & -0.107 & 0.203 & -0.004 & 0.024 & 10.509 & 0.282 & 54423.595 & 0.175 & 0.00172 & 0.00056 & 0.00133 & 2 & 5.683364 & -0.479010 & -0.001 & SDSS-II SN 20625 \\\\\n",
      "SDSS20687 & 0.188 & 0.1890 & 21.112 & 0.118 & -0.570 & 0.692 & 0.149 & 0.045 & 10.772 & 0.092 & 54421.006 & 0.727 & 0.00821 & 0.00126 & 0.00978 & 2 & 16.718126 & 1.154068 & -0.001 & SDSS-II SN 20687 \\\\\n",
      "SDSS20764 & 0.164 & 0.1650 & 20.274 & 0.114 & -1.408 & 0.376 & -0.106 & 0.030 & 10.761 & 0.224 & 54421.627 & 0.346 & 0.00332 & 0.00063 & 0.00353 & 2 & 26.120781 & 0.229765 & -0.001 & SDSS-II SN 20764 \\\\\n",
      "SDSS21006 & 0.290 & 0.2910 & 21.341 & 0.117 & -0.094 & 0.757 & -0.124 & 0.039 & 5.000 & 10.000 & 54415.152 & 0.527 & 0.01719 & 0.00093 & 0.00721 & 2 & 47.941761 & 0.091911 & 0.000 & SDSS-II SN 21006 \\\\\n",
      "SDSS2102 & 0.094 & 0.0951 & 18.639 & 0.113 & 1.272 & 0.196 & -0.111 & 0.022 & 8.774 & 0.142 & 53620.191 & 0.503 & -0.00161 & 0.00049 & -0.00076 & 2 & 312.220947 & 0.191135 & -0.001 & SDSS-II SN 2102 \\\\\n",
      "SDSS21033 & 0.228 & 0.2290 & 21.001 & 0.116 & -0.794 & 0.516 & -0.088 & 0.041 & 5.000 & 10.000 & 54421.077 & 0.556 & 0.00404 & 0.00089 & 0.00439 & 2 & 28.813671 & 0.643100 & -0.001 & SDSS-II SN 21033 \\\\\n",
      "SDSS21034 & 0.108 & 0.1086 & 19.592 & 0.112 & 0.014 & 0.281 & 0.032 & 0.024 & 10.730 & 0.301 & 54426.031 & 0.280 & 0.00088 & 0.00052 & 0.00158 & 2 & 28.141375 & 1.244067 & -0.001 & SDSS-II SN 21034 \\\\\n",
      "SDSS21042 & 0.311 & 0.3120 & 21.379 & 0.124 & 1.245 & 0.754 & -0.096 & 0.051 & 9.113 & 0.580 & 54423.403 & 0.745 & 0.02325 & 0.00108 & 0.00810 & 2 & 315.011570 & 0.827591 & 0.000 & SDSS-II SN 21042 \\\\\n",
      "SDSS21062 & 0.146 & 0.1470 & 20.358 & 0.114 & 0.820 & 0.373 & 0.013 & 0.031 & 9.317 & 0.364 & 54425.646 & 0.302 & 0.00508 & 0.00087 & 0.00381 & 2 & 333.431585 & 0.396301 & -0.001 & SDSS-II SN 21062 \\\\\n",
      "SDSS21502 & 0.088 & 0.0892 & 18.826 & 0.113 & -0.319 & 0.240 & -0.051 & 0.024 & 11.214 & 0.198 & 54427.274 & 0.207 & 0.00237 & 0.00056 & 0.00113 & 2 & 353.599797 & -0.890334 & -0.001 & SDSS-II SN 21502 \\\\\n",
      "SDSS21510 & 0.148 & 0.1497 & 19.741 & 0.114 & -0.845 & 0.332 & -0.155 & 0.029 & 10.821 & 0.285 & 54429.432 & 0.303 & 0.00239 & 0.00060 & 0.00243 & 2 & 7.352812 & 0.831497 & -0.001 & SN 2007sh \\\\\n",
      "SDSS2165 & 0.287 & 0.2880 & 21.605 & 0.120 & 0.478 & 0.548 & -0.121 & 0.043 & 9.203 & 0.475 & 53634.347 & 0.465 & 0.01671 & 0.00111 & 0.00469 & 2 & 17.091730 & -0.096247 & 0.000 & SDSS-II SN 2165 \\\\\n",
      "SDSS21669 & 0.123 & 0.1241 & 19.555 & 0.130 & -1.341 & 0.599 & -0.080 & 0.030 & 11.407 & 0.212 & 54429.850 & 0.902 & -0.03304 & -0.00013 & 0.00780 & 2 & 11.614160 & -1.062266 & -0.001 & SDSS-II SN 21669 \\\\\n",
      "SDSS21861 & 0.187 & 0.1880 & 20.477 & 0.122 & 0.132 & 0.870 & -0.025 & 0.053 & 9.648 & 0.443 & 54432.820 & 0.921 & 0.02142 & 0.00185 & 0.02547 & 2 & 349.858694 & -0.901638 & -0.001 & SDSS-II SN 21861 \\\\\n",
      "SDSS22075 & 0.129 & 0.1300 & 19.929 & 0.114 & -1.683 & 0.335 & -0.032 & 0.030 & 10.950 & 0.052 & 54425.942 & 0.329 & -0.00071 & 0.00059 & 0.00274 & 2 & 29.963102 & 1.216465 & -0.001 & SN 2007si \\\\\n",
      "SDSS2246 & 0.194 & 0.1949 & 20.982 & 0.117 & 0.350 & 0.361 & 0.072 & 0.035 & 10.634 & 0.100 & 53634.177 & 0.329 & 0.00788 & 0.00108 & 0.00192 & 2 & 50.090420 & -0.885593 & -0.001 & SDSS-II SN 2246 \\\\\n",
      "SDSS2308 & 0.148 & 0.1480 & 19.597 & 0.112 & 0.676 & 0.123 & -0.181 & 0.022 & 10.336 & 0.229 & 53630.588 & 0.136 & 0.00098 & 0.00044 & 0.00008 & 2 & 34.272865 & 0.280298 & -0.001 & SDSS-II SN 2308 \\\\\n",
      "SDSS2330 & 0.212 & 0.2132 & 21.775 & 0.125 & -1.880 & 0.548 & 0.045 & 0.057 & 9.752 & 0.373 & 53635.477 & 0.496 & 0.01584 & 0.00206 & 0.00424 & 2 & 6.807123 & 1.120598 & -0.001 & SDSS-II SN 2330 \\\\\n",
      "SDSS2372 & 0.180 & 0.1805 & 20.568 & 0.114 & 0.280 & 0.209 & 0.030 & 0.028 & 10.119 & 0.172 & 53636.745 & 0.222 & 0.00223 & 0.00070 & 0.00029 & 2 & 40.520721 & -0.540850 & -0.001 & SDSS-II SN 2372 \\\\\n",
      "SDSS2422 & 0.263 & 0.2650 & 21.150 & 0.116 & 0.990 & 0.318 & -0.171 & 0.040 & 9.007 & 0.442 & 53639.593 & 0.342 & 0.00563 & 0.00085 & 0.00056 & 2 & 1.994533 & 0.638195 & 0.000 & SDSS-II SN 2422 \\\\\n",
      "SDSS2440 & 0.192 & 0.1930 & 20.644 & 0.114 & 0.396 & 0.285 & -0.087 & 0.029 & 10.194 & 0.093 & 53634.980 & 0.327 & 0.00444 & 0.00067 & 0.00079 & 2 & 42.633732 & 0.807796 & -0.001 & SDSS-II SN 2440 \\\\\n",
      "SDSS2533 & 0.339 & 0.3400 & 21.773 & 0.130 & 1.761 & 0.687 & -0.077 & 0.052 & 9.382 & 0.412 & 53640.365 & 0.641 & 0.03567 & 0.00142 & 0.00711 & 2 & 31.220692 & -0.326468 & 0.000 & SDSS-II SN 2533 \\\\\n",
      "SDSS2561 & 0.117 & 0.1181 & 19.785 & 0.113 & -0.083 & 0.115 & 0.040 & 0.024 & 10.574 & 0.086 & 53639.254 & 0.146 & 0.00065 & 0.00059 & 0.00018 & 2 & 46.343418 & 0.858359 & -0.001 & SDSS-II SN 2561 \\\\\n",
      "SDSS2635 & 0.143 & 0.1437 & 19.815 & 0.112 & 0.863 & 0.133 & -0.049 & 0.023 & 9.918 & 0.214 & 53640.273 & 0.170 & 0.00077 & 0.00050 & 0.00011 & 2 & 52.704308 & -1.238076 & -0.001 & SDSS-II SN 2635 \\\\\n",
      "SDSS2689 & 0.160 & 0.1615 & 20.254 & 0.114 & 1.392 & 0.194 & 0.081 & 0.028 & 11.150 & 0.098 & 53637.054 & 0.189 & 0.00270 & 0.00072 & 0.00023 & 2 & 24.900312 & -0.758714 & -0.001 & SDSS-II SN 2689 \\\\\n",
      "SDSS2789 & 0.289 & 0.2903 & 21.563 & 0.124 & -0.762 & 0.519 & -0.111 & 0.053 & 10.949 & 0.190 & 53636.321 & 0.491 & 0.01895 & 0.00154 & 0.00536 & 2 & 344.201455 & 0.401109 & 0.000 & SDSS-II SN 2789 \\\\\n",
      "SDSS2916 & 0.123 & 0.1242 & 19.971 & 0.120 & -0.873 & 0.236 & 0.057 & 0.035 & 10.428 & 0.402 & 53643.892 & 0.164 & 0.00799 & 0.00147 & 0.00352 & 2 & 315.921719 & 0.569566 & -0.001 & SDSS-II SN 2916 \\\\\n",
      "SDSS2943 & 0.264 & 0.2654 & 21.372 & 0.118 & 0.532 & 0.420 & -0.029 & 0.047 & 8.822 & 0.846 & 53640.493 & 0.522 & 0.00735 & 0.00097 & -0.00041 & 2 & 17.704947 & 1.007936 & 0.000 & SDSS-II SN 2943 \\\\\n",
      "SDSS2992 & 0.126 & 0.1266 & 20.043 & 0.113 & -0.969 & 0.140 & 0.106 & 0.028 & 9.881 & 0.302 & 53641.162 & 0.195 & 0.00080 & 0.00075 & 0.00012 & 2 & 55.497040 & -0.782655 & -0.001 & SDSS-II SN 2992 \\\\\n",
      "SDSS3080 & 0.174 & 0.1750 & 20.243 & 0.113 & 0.120 & 0.189 & -0.050 & 0.024 & 10.710 & 0.030 & 53647.653 & 0.143 & 0.00242 & 0.00053 & 0.00051 & 2 & 16.932343 & -1.039495 & -0.001 & SDSS-II SN 3080 \\\\\n",
      "SDSS3087 & 0.164 & 0.1656 & 20.260 & 0.113 & 0.523 & 0.188 & 0.006 & 0.024 & 9.373 & 0.088 & 53648.887 & 0.140 & 0.00261 & 0.00058 & 0.00067 & 2 & 20.406706 & -0.977236 & -0.001 & SDSS-II SN 3087 \\\\\n",
      "SDSS3199 & 0.250 & 0.2511 & 21.547 & 0.118 & 1.619 & 0.367 & 0.005 & 0.039 & 8.578 & 0.262 & 53647.330 & 0.372 & 0.00986 & 0.00100 & 0.00164 & 2 & 333.292725 & 1.050538 & -0.001 & SDSS-II SN 3199 \\\\\n",
      "SDSS3317 & 0.160 & 0.1611 & 20.351 & 0.113 & -0.522 & 0.181 & 0.021 & 0.025 & 9.724 & 0.006 & 53646.417 & 0.169 & 0.00186 & 0.00059 & 0.00019 & 2 & 26.962612 & 0.640600 & -0.001 & SDSS-II SN 3317 \\\\\n",
      "SDSS3377 & 0.244 & 0.2451 & 20.798 & 0.115 & 1.038 & 0.301 & -0.080 & 0.035 & 8.910 & 0.513 & 53645.940 & 0.323 & 0.00508 & 0.00083 & 0.00054 & 2 & 54.156151 & 1.079169 & -0.001 & SDSS-II SN 3377 \\\\\n",
      "SDSS3451 & 0.249 & 0.2500 & 20.953 & 0.116 & 0.651 & 0.314 & -0.055 & 0.038 & 10.824 & 0.328 & 53645.182 & 0.306 & 0.00608 & 0.00093 & 0.00073 & 2 & 334.069239 & 0.708130 & -0.001 & SDSS-II SN 3451 \\\\\n",
      "SDSS3452 & 0.229 & 0.2304 & 20.807 & 0.116 & 0.906 & 0.268 & -0.091 & 0.036 & 9.397 & 0.468 & 53648.483 & 0.272 & 0.00553 & 0.00095 & 0.00120 & 2 & 334.671497 & 0.639188 & -0.001 & SDSS-II SN 3452 \\\\\n",
      "SDSS3592 & 0.085 & 0.0864 & 18.765 & 0.112 & -0.145 & 0.071 & -0.043 & 0.020 & 10.395 & 0.138 & 53645.059 & 0.062 & 0.00044 & 0.00042 & 0.00007 & 2 & 19.052437 & 0.791937 & -0.001 & SDSS-II SN 3592 \\\\\n",
      "SDSS3901 & 0.063 & 0.0628 & 18.040 & 0.112 & 1.183 & 0.077 & 0.041 & 0.023 & 9.740 & 0.051 & 53657.000 & 0.091 & 0.00010 & 0.00045 & -0.00024 & 2 & 14.850435 & 0.002595 & -0.001 & SDSS-II SN 3901 \\\\\n",
      "SDSS4000 & 0.277 & 0.2786 & 21.899 & 0.128 & -1.043 & 0.574 & -0.012 & 0.060 & 10.689 & 0.147 & 53643.055 & 0.772 & 0.02099 & 0.00172 & 0.00512 & 2 & 31.016014 & -0.365828 & 0.000 & SDSS-II SN 4000 \\\\\n",
      "SDSS4046 & 0.275 & 0.2770 & 21.521 & 0.120 & 0.798 & 0.509 & 0.002 & 0.044 & 9.604 & 0.624 & 53645.761 & 0.512 & 0.01457 & 0.00107 & 0.00135 & 2 & 354.498314 & 0.642106 & 0.000 & SDSS-II SN 4046 \\\\\n",
      "SDSS4241 & 0.331 & 0.3320 & 21.963 & 0.126 & 0.245 & 0.637 & -0.056 & 0.054 & 8.717 & 0.806 & 53638.471 & 0.715 & 0.02471 & 0.00132 & 0.00615 & 2 & 12.237703 & -0.905740 & 0.000 & SDSS-II SN 4241 \\\\\n",
      "SDSS4577 & 0.362 & 0.3630 & 22.096 & 0.133 & 0.320 & 0.770 & -0.063 & 0.054 & 10.273 & 0.134 & 53648.086 & 0.717 & 0.04328 & 0.00120 & 0.00766 & 2 & 38.475533 & 0.280717 & 0.000 & SDSS-II SN 4577 \\\\\n",
      "SDSS4679 & 0.331 & 0.3324 & 22.092 & 0.136 & 0.953 & 0.714 & 0.091 & 0.058 & 8.479 & 0.473 & 53654.327 & 0.636 & 0.04559 & 0.00233 & 0.01163 & 2 & 21.528351 & 0.676858 & 0.000 & SDSS-II SN 4679 \\\\\n",
      "SDSS5103 & 0.160 & 0.1619 & 20.360 & 0.113 & -0.229 & 0.150 & 0.016 & 0.027 & 8.995 & 0.168 & 53654.605 & 0.150 & 0.00171 & 0.00067 & 0.00070 & 2 & 359.884450 & 0.737165 & -0.001 & SDSS-II SN 5103 \\\\\n",
      "SDSS5391 & 0.300 & 0.3009 & 21.702 & 0.129 & 0.261 & 0.553 & -0.031 & 0.055 & 8.701 & 0.532 & 53658.691 & 0.568 & 0.02611 & 0.00191 & 0.00619 & 2 & 52.341984 & -1.094704 & 0.000 & SDSS-II SN 5391 \\\\\n",
      "SDSS5395 & 0.116 & 0.1170 & 19.463 & 0.112 & 1.194 & 0.134 & -0.016 & 0.022 & 8.604 & 0.112 & 53663.880 & 0.148 & 0.00082 & 0.00048 & 0.00029 & 2 & 49.640949 & 0.123341 & -0.001 & SDSS-II SN 5395 \\\\\n",
      "SDSS5533 & 0.218 & 0.2197 & 21.161 & 0.115 & -0.080 & 0.272 & 0.022 & 0.033 & 9.440 & 0.182 & 53667.439 & 0.328 & 0.00326 & 0.00088 & 0.00143 & 2 & 328.669954 & 0.413430 & -0.001 & SDSS-II SN 5533 \\\\\n",
      "SDSS5549 & 0.120 & 0.1210 & 19.649 & 0.112 & 0.253 & 0.097 & 0.005 & 0.022 & 8.749 & 0.132 & 53666.085 & 0.104 & 0.00064 & 0.00049 & 0.00030 & 2 & 3.250535 & 0.248223 & -0.001 & SDSS-II SN 5549 \\\\\n",
      "SDSS5550 & 0.155 & 0.1561 & 19.867 & 0.112 & 1.893 & 0.198 & -0.049 & 0.022 & 8.939 & 0.194 & 53671.497 & 0.204 & 0.00107 & 0.00044 & 0.00033 & 2 & 3.598291 & 0.333052 & -0.001 & SDSS-II SN 5550 \\\\\n",
      "SDSS5635 & 0.178 & 0.1795 & 20.910 & 0.117 & 0.041 & 0.391 & -0.028 & 0.036 & 9.548 & 0.154 & 53662.305 & 0.314 & 0.00976 & 0.00113 & 0.00456 & 2 & 333.182760 & -0.034922 & -0.001 & SDSS-II SN 5635 \\\\\n",
      "SDSS5717 & 0.250 & 0.2517 & 21.338 & 0.116 & 1.418 & 0.338 & -0.030 & 0.035 & 9.042 & 0.352 & 53664.203 & 0.316 & 0.00683 & 0.00098 & 0.00256 & 2 & 17.895966 & -0.005896 & 0.000 & SDSS-II SN 5717 \\\\\n",
      "SDSS5736 & 0.252 & 0.2530 & 21.406 & 0.116 & -0.218 & 0.302 & -0.009 & 0.036 & 8.743 & 0.315 & 53665.748 & 0.280 & 0.00552 & 0.00101 & 0.00216 & 2 & 22.862734 & -0.631618 & 0.000 & SDSS-II SN 5736 \\\\\n",
      "SDSS5751 & 0.130 & 0.1308 & 20.117 & 0.112 & 0.679 & 0.107 & 0.147 & 0.023 & 10.414 & 0.026 & 53666.076 & 0.120 & 0.00069 & 0.00053 & 0.00032 & 2 & 11.634153 & 0.838215 & -0.001 & SDSS-II SN 5751 \\\\\n",
      "SDSS5844 & 0.309 & 0.3108 & 21.576 & 0.120 & 0.393 & 0.510 & -0.142 & 0.042 & 9.326 & 0.478 & 53663.635 & 0.528 & 0.01557 & 0.00118 & 0.00516 & 2 & 327.786194 & -0.842936 & 0.000 & SDSS-II SN 5844 \\\\\n",
      "SDSS5957 & 0.279 & 0.2796 & 21.448 & 0.118 & -0.186 & 0.425 & -0.122 & 0.041 & 10.232 & 0.147 & 53666.667 & 0.379 & 0.01072 & 0.00114 & 0.00466 & 2 & 34.760574 & -0.272839 & 0.000 & SDSS-II SN 5957 \\\\\n",
      "SDSS5994 & 0.186 & 0.1870 & 20.479 & 0.115 & 0.747 & 0.260 & -0.062 & 0.029 & 11.560 & 0.166 & 53665.740 & 0.266 & 0.00513 & 0.00074 & 0.00136 & 2 & 312.602551 & -0.167889 & -0.001 & SDSS-II SN 5994 \\\\\n",
      "SDSS6057 & 0.067 & 0.0671 & 18.640 & 0.113 & -0.421 & 0.108 & 0.108 & 0.025 & 9.944 & 0.075 & 53663.608 & 0.101 & 0.00046 & 0.00052 & 0.00000 & 2 & 52.553604 & -0.974586 & -0.001 & SDSS-II SN 6057 \\\\\n",
      "SDSS6108 & 0.258 & 0.2595 & 21.525 & 0.117 & 0.455 & 0.634 & 0.036 & 0.043 & 9.208 & 0.412 & 53675.198 & 0.614 & 0.01270 & 0.00116 & 0.00758 & 2 & 1.806597 & 0.348985 & 0.000 & SDSS-II SN 6108 \\\\\n",
      "SDSS6137 & 0.299 & 0.3001 & 21.522 & 0.124 & 0.359 & 0.713 & -0.151 & 0.051 & 5.000 & 10.000 & 53669.534 & 1.077 & 0.01710 & 0.00158 & 0.00532 & 2 & 307.936123 & 0.244757 & 0.000 & SDSS-II SN 6137 \\\\\n",
      "SDSS6192 & 0.270 & 0.2720 & 21.679 & 0.119 & -1.948 & 0.771 & -0.062 & 0.048 & 9.611 & 0.567 & 53672.821 & 0.522 & 0.01803 & 0.00110 & 0.00864 & 2 & 348.464995 & 1.256988 & 0.000 & SDSS-II SN 6192 \\\\\n",
      "SDSS6196 & 0.279 & 0.2807 & 21.551 & 0.119 & -1.520 & 0.540 & -0.017 & 0.046 & 11.251 & 0.166 & 53669.469 & 0.518 & 0.01342 & 0.00138 & 0.00637 & 2 & 337.631157 & -0.502662 & 0.000 & SDSS-II SN 6196 \\\\\n",
      "SDSS6249 & 0.293 & 0.2944 & 21.784 & 0.119 & 0.576 & 0.658 & 0.031 & 0.046 & 9.603 & 0.443 & 53675.380 & 0.651 & 0.01738 & 0.00123 & 0.00732 & 2 & 3.265553 & -0.620118 & 0.000 & SDSS-II SN 6249 \\\\\n",
      "SDSS6304 & 0.190 & 0.1908 & 20.950 & 0.114 & -0.538 & 0.377 & 0.068 & 0.029 & 10.377 & 0.116 & 53673.089 & 0.271 & 0.00494 & 0.00072 & 0.00259 & 2 & 26.497623 & 1.195954 & -0.001 & SDSS-II SN 6304 \\\\\n",
      "SDSS6315 & 0.266 & 0.2670 & 20.926 & 0.115 & -0.091 & 0.363 & -0.194 & 0.037 & 9.785 & 0.430 & 53676.664 & 0.332 & 0.00472 & 0.00076 & 0.00159 & 2 & 310.482822 & 1.091998 & 0.000 & SDSS-II SN 6315 \\\\\n",
      "SDSS6406 & 0.124 & 0.1245 & 19.609 & 0.112 & 0.119 & 0.130 & -0.004 & 0.022 & 10.528 & 0.124 & 53674.772 & 0.105 & 0.00079 & 0.00047 & 0.00051 & 2 & 46.088615 & -1.062960 & -0.001 & SDSS-II SN 6406 \\\\\n",
      "SDSS6422 & 0.183 & 0.1840 & 20.273 & 0.112 & 0.809 & 0.211 & -0.105 & 0.024 & 9.398 & 0.266 & 53667.978 & 0.258 & 0.00122 & 0.00050 & 0.00035 & 2 & 349.138805 & -0.663224 & -0.001 & SDSS-II SN 6422 \\\\\n",
      "SDSS6558 & 0.056 & 0.0574 & 17.716 & 0.113 & 1.054 & 0.090 & -0.029 & 0.024 & 9.571 & 0.074 & 53675.030 & 0.091 & 0.00037 & 0.00048 & -0.00002 & 2 & 21.701672 & -1.238135 & -0.001 & SDSS-II SN 6558 \\\\\n",
      "SDSS6649 & 0.313 & 0.3140 & 21.595 & 0.118 & 0.721 & 0.599 & -0.088 & 0.044 & 8.394 & 0.476 & 53677.808 & 0.600 & 0.01529 & 0.00090 & 0.00540 & 2 & 34.275860 & 0.534831 & 0.000 & SDSS-II SN 6649 \\\\\n",
      "SDSS6699 & 0.309 & 0.3106 & 21.797 & 0.122 & -0.673 & 0.833 & -0.139 & 0.048 & 10.734 & 0.478 & 53675.414 & 0.577 & 0.02982 & 0.00098 & 0.00964 & 2 & 322.814976 & -1.056985 & 0.000 & SDSS-II SN 6699 \\\\\n",
      "SDSS6780 & 0.201 & 0.2020 & 20.955 & 0.121 & -1.767 & 0.373 & -0.031 & 0.043 & 11.170 & 0.222 & 53665.563 & 0.399 & 0.00965 & 0.00163 & 0.00404 & 2 & 328.068611 & 0.267062 & -0.001 & SDSS-II SN 6780 \\\\\n",
      "SDSS6924 & 0.326 & 0.3280 & 21.645 & 0.119 & 0.909 & 0.762 & -0.073 & 0.042 & 10.755 & 0.361 & 53674.588 & 0.652 & 0.02235 & 0.00088 & 0.00771 & 2 & 358.969331 & 0.876966 & 0.000 & SDSS-II SN 6924 \\\\\n",
      "SDSS6933 & 0.212 & 0.2130 & 20.831 & 0.114 & 0.077 & 0.235 & -0.020 & 0.032 & 8.975 & 0.866 & 53679.851 & 0.232 & 0.00249 & 0.00080 & 0.00100 & 2 & 11.351705 & 1.075577 & -0.001 & SDSS-II SN 6933 \\\\\n",
      "SDSS6936 & 0.180 & 0.1810 & 20.567 & 0.113 & 0.028 & 0.308 & -0.021 & 0.029 & 10.365 & 0.242 & 53680.619 & 0.313 & 0.00273 & 0.00066 & 0.00155 & 2 & 323.233810 & -0.699781 & -0.001 & SDSS-II SN 6936 \\\\\n",
      "SDSS7143 & 0.302 & 0.3040 & 22.055 & 0.119 & -0.477 & 0.601 & 0.011 & 0.044 & 10.494 & 0.306 & 53677.793 & 0.577 & 0.01383 & 0.00101 & 0.00547 & 2 & 345.262360 & -0.207367 & 0.000 & SDSS-II SN 7143 \\\\\n",
      "SDSS7147 & 0.109 & 0.1106 & 19.474 & 0.112 & -1.914 & 0.157 & -0.095 & 0.024 & 10.310 & 0.022 & 53679.670 & 0.136 & 0.00039 & 0.00048 & 0.00028 & 2 & 350.018467 & -0.055446 & -0.001 & SDSS-II SN 7147 \\\\\n",
      "SDSS722 & 0.085 & 0.0865 & 18.717 & 0.128 & -0.471 & 0.186 & -0.087 & 0.035 & 10.830 & 0.082 & 53610.851 & 0.626 & 0.00434 & 0.00204 & 0.00166 & 2 & 0.705703 & 0.751234 & -0.001 & SDSS-II SN 722 \\\\\n",
      "SDSS7243 & 0.202 & 0.2037 & 20.782 & 0.118 & 0.722 & 0.381 & -0.021 & 0.039 & 8.835 & 0.390 & 53686.288 & 0.324 & 0.00868 & 0.00112 & 0.00310 & 2 & 328.079084 & 0.471930 & -0.001 & SDSS-II SN 7243 \\\\\n",
      "SDSS744 & 0.126 & 0.1278 & 19.809 & 0.119 & 1.401 & 0.317 & 0.071 & 0.032 & 10.155 & 0.097 & 53612.859 & 0.783 & -0.00079 & 0.00125 & 0.00058 & 2 & 329.198490 & 0.317498 & -0.001 & SDSS-II SN 744 \\\\\n",
      "SDSS7473 & 0.215 & 0.2160 & 20.885 & 0.114 & -0.183 & 0.278 & -0.098 & 0.033 & 8.474 & 0.554 & 53679.550 & 0.247 & 0.00313 & 0.00081 & 0.00120 & 2 & 4.326408 & -0.257275 & -0.001 & SDSS-II SN 7473 \\\\\n",
      "SDSS7475 & 0.320 & 0.3220 & 21.538 & 0.117 & 0.677 & 0.579 & -0.170 & 0.040 & 8.949 & 1.337 & 53676.478 & 0.548 & 0.01343 & 0.00076 & 0.00480 & 2 & 4.753476 & -0.281488 & 0.000 & SDSS-II SN 7475 \\\\\n",
      "SDSS7512 & 0.218 & 0.2190 & 21.099 & 0.116 & 0.501 & 0.367 & -0.003 & 0.037 & 9.888 & 0.106 & 53682.534 & 0.353 & 0.00669 & 0.00100 & 0.00217 & 2 & 52.090313 & -0.326094 & -0.001 & SDSS-II SN 7512 \\\\\n",
      "SDSS762 & 0.190 & 0.1914 & 20.633 & 0.114 & 1.126 & 0.267 & -0.039 & 0.030 & 10.957 & 0.082 & 53625.149 & 0.283 & 0.00380 & 0.00075 & 0.00071 & 2 & 15.535334 & -0.878981 & -0.001 & SDSS-II SN 762 \\\\\n",
      "SDSS774 & 0.092 & 0.0935 & 18.939 & 0.122 & 0.665 & 0.266 & -0.025 & 0.032 & 10.581 & 0.206 & 53609.243 & 0.997 & -0.00541 & 0.00150 & -0.00323 & 2 & 25.463467 & -0.876399 & -0.001 & SDSS-II SN 774 \\\\\n",
      "SDSS7779 & 0.380 & 0.3812 & 21.923 & 0.119 & 1.317 & 0.633 & -0.103 & 0.043 & 11.183 & 0.270 & 53675.693 & 0.600 & 0.01661 & 0.00067 & 0.00646 & 2 & 310.080215 & -0.007178 & 0.000 & SDSS-II SN 7779 \\\\\n",
      "SDSS7847 & 0.211 & 0.2124 & 21.204 & 0.116 & 0.088 & 0.382 & 0.120 & 0.035 & 10.314 & 0.112 & 53682.019 & 0.367 & 0.00581 & 0.00099 & 0.00302 & 2 & 32.459949 & -0.061799 & -0.001 & SDSS-II SN 7847 \\\\\n",
      "SDSS8046 & 0.258 & 0.2593 & 21.620 & 0.120 & 0.244 & 0.475 & 0.041 & 0.047 & 11.196 & 0.106 & 53683.336 & 0.465 & 0.01152 & 0.00118 & 0.00391 & 2 & 39.116806 & 0.511273 & 0.000 & SDSS-II SN 8046 \\\\\n",
      "SDSS8213 & 0.183 & 0.1847 & 21.109 & 0.118 & -0.657 & 0.328 & 0.160 & 0.038 & 10.339 & 0.224 & 53683.729 & 0.292 & 0.00610 & 0.00115 & 0.00245 & 2 & 357.520926 & -0.921379 & -0.001 & SDSS-II SN 8213 \\\\\n",
      "SDSS8495 & 0.213 & 0.2144 & 20.820 & 0.121 & 0.752 & 0.463 & -0.023 & 0.041 & 10.732 & 0.208 & 53689.901 & 0.345 & 0.01688 & 0.00159 & 0.00684 & 2 & 335.261036 & -0.748159 & -0.001 & SDSS-II SN 8495 \\\\\n",
      "SDSS8719 & 0.117 & 0.1178 & 19.419 & 0.113 & -0.021 & 0.161 & -0.066 & 0.023 & 9.011 & 0.077 & 53690.034 & 0.106 & 0.00255 & 0.00059 & 0.00115 & 2 & 7.721481 & -0.718848 & -0.001 & SDSS-II SN 8719 \\\\\n",
      "SDSS8921 & 0.144 & 0.1453 & 19.970 & 0.115 & 0.872 & 0.255 & 0.001 & 0.028 & 9.998 & 0.062 & 53693.045 & 0.198 & 0.00525 & 0.00081 & 0.00272 & 2 & 325.001995 & -0.007925 & -0.001 & SDSS-II SN 8921 \\\\\n",
      "SDSS9032 & 0.252 & 0.2540 & 21.349 & 0.127 & 0.872 & 0.594 & 0.016 & 0.051 & 8.580 & 0.290 & 53688.941 & 0.493 & 0.02566 & 0.00199 & 0.00892 & 2 & 337.884569 & -0.493577 & 0.000 & SDSS-II SN 9032 \\\\\n",
      "SDSS9457 & 0.255 & 0.2569 & 21.432 & 0.130 & -0.361 & 0.567 & -0.021 & 0.058 & 10.864 & 0.226 & 53688.823 & 0.517 & 0.02534 & 0.00245 & 0.00988 & 2 & 335.814358 & 0.253036 & 0.000 & SDSS-II SN 9457 \\\\\n",
      "SDSS9467 & 0.217 & 0.2184 & 21.069 & 0.125 & -1.396 & 0.370 & -0.142 & 0.056 & 11.817 & 0.521 & 53688.824 & 0.336 & 0.01289 & 0.00189 & 0.00525 & 2 & 328.951393 & 1.180792 & -0.001 & SDSS-II SN 9467 \\\\\n",
      "Torngasek & 1.266 & 1.2650 & 25.736 & 0.129 & 0.287 & 0.560 & 0.021 & 0.048 & 10.834 & 0.391 & 52693.622 & 1.790 & -0.00382 & -0.00017 & 0.00306 & 4 & 189.331960 & 62.310417 & 0.000 & SN 2003az \\\\\n",
      "Vilas & 0.936 & 0.9350 & 24.482 & 0.120 & 0.056 & 0.290 & -0.025 & 0.059 & 10.906 & 0.095 & 52726.208 & 1.379 & -0.00597 & 0.00088 & -0.00304 & 4 & 189.370830 & 62.191056 & 0.000 & SN 2003xx \\\\\n",
      "sn1990af & 0.050 & 0.0503 & 17.762 & 0.139 & -2.270 & 0.112 & -0.049 & 0.044 & 10.702 & 0.281 & 48195.572 & 0.138 & -0.00022 & 0.00113 & -0.00080 & 3 & 323.747521 & -62.737091 & -0.015 & sn1990af \\\\\n",
      "sn1990o & 0.030 & 0.0307 & 16.240 & 0.143 & 0.475 & 0.175 & -0.046 & 0.030 & 10.798 & 0.281 & 48076.401 & 0.414 & 0.00014 & 0.00088 & -0.00021 & 3 & 258.900690 & 16.322030 & -0.010 & sn1990o \\\\\n",
      "sn1992ae & 0.075 & 0.0750 & 18.466 & 0.142 & -0.709 & 0.155 & -0.022 & 0.054 & 10.308 & 0.300 & 48804.258 & 0.547 & -0.00137 & 0.00169 & -0.00131 & 3 & 322.074760 & -61.550380 & -0.026 & sn1992ae \\\\\n",
      "sn1992ag & 0.025 & 0.0250 & 16.317 & 0.148 & 0.113 & 0.308 & 0.126 & 0.052 & 10.532 & 0.281 & 48806.376 & 0.585 & -0.00074 & 0.00204 & -0.00154 & 3 & 201.041058 & -23.878802 & -0.010 & sn1992ag \\\\\n",
      "sn1992al & 0.014 & 0.0146 & 14.476 & 0.157 & -0.167 & 0.084 & -0.108 & 0.027 & 10.043 & 0.281 & 48838.336 & 0.127 & 0.00019 & 0.00069 & -0.00012 & 3 & 311.485384 & -51.394406 & -0.009 & sn1992al \\\\\n",
      "sn1992bc & 0.021 & 0.0202 & 15.117 & 0.147 & 0.736 & 0.090 & -0.110 & 0.026 & 9.916 & 0.281 & 48912.605 & 0.065 & 0.00030 & 0.00068 & -0.00011 & 3 & 46.316884 & -39.559597 & -0.009 & sn1992bc \\\\\n",
      "sn1992bg & 0.035 & 0.0352 & 16.755 & 0.145 & -0.464 & 0.120 & -0.047 & 0.045 & 10.712 & 0.281 & 48916.159 & 0.456 & -0.00068 & 0.00156 & -0.00094 & 3 & 115.485632 & -62.519456 & -0.011 & sn1992bg \\\\\n",
      "sn1992bh & 0.042 & 0.0450 & 17.625 & 0.141 & -0.011 & 0.152 & 0.047 & 0.046 & 10.543 & 0.300 & 48920.398 & 0.433 & -0.00158 & 0.00129 & -0.00204 & 3 & 74.862819 & -58.830399 & -0.013 & sn1992bh \\\\\n",
      "sn1992bl & 0.042 & 0.0437 & 17.348 & 0.143 & -1.714 & 0.088 & -0.045 & 0.046 & 10.917 & 0.281 & 48947.276 & 0.335 & 0.00015 & 0.00142 & -0.00051 & 3 & 348.804529 & -44.743263 & -0.013 & sn1992bl \\\\\n",
      "sn1992bo & 0.019 & 0.0185 & 15.784 & 0.149 & -2.014 & 0.066 & -0.043 & 0.029 & 10.456 & 0.281 & 48986.149 & 0.069 & 0.00039 & 0.00077 & 0.00003 & 3 & 20.492451 & -34.211997 & -0.009 & sn1992bo \\\\\n",
      "sn1992bp & 0.079 & 0.0793 & 18.314 & 0.139 & -0.955 & 0.125 & -0.101 & 0.050 & 10.876 & 0.281 & 48980.529 & 0.208 & 0.00020 & 0.00120 & -0.00061 & 3 & 54.156901 & -18.354166 & -0.028 & sn1992bp \\\\\n",
      "sn1992bs & 0.063 & 0.0637 & 18.293 & 0.141 & -0.176 & 0.134 & -0.032 & 0.048 & 10.918 & 0.281 & 48985.248 & 0.464 & -0.00167 & 0.00147 & -0.00131 & 3 & 52.374890 & -37.271850 & -0.020 & sn1992bs \\\\\n",
      "sn1992p & 0.028 & 0.0254 & 16.068 & 0.144 & 0.744 & 0.394 & -0.093 & 0.043 & 10.389 & 0.104 & 48718.558 & 0.559 & -0.00259 & 0.00125 & -0.00304 & 3 & 190.703864 & 10.360068 & -0.010 & sn1992p \\\\\n",
      "sn1993ag & 0.049 & 0.0490 & 17.841 & 0.140 & -0.830 & 0.145 & 0.060 & 0.047 & 10.730 & 0.281 & 49316.726 & 0.249 & 0.00024 & 0.00126 & -0.00127 & 3 & 150.893740 & -35.462630 & -0.015 & sn1993ag \\\\\n",
      "sn1993b & 0.070 & 0.0690 & 18.445 & 0.146 & -0.439 & 0.294 & 0.016 & 0.057 & 10.497 & 0.300 & 49004.752 & 0.806 & -0.00545 & 0.00235 & -0.00215 & 3 & 158.717420 & -34.441720 & -0.024 & sn1993b \\\\\n",
      "sn1993h & 0.024 & 0.0242 & 16.696 & 0.146 & -2.161 & 0.067 & 0.111 & 0.029 & 10.778 & 0.281 & 49067.465 & 0.259 & -0.00028 & 0.00084 & -0.00053 & 3 & 208.209220 & -30.707860 & -0.009 & sn1993h \\\\\n",
      "sn1993o & 0.053 & 0.0510 & 17.645 & 0.140 & -0.706 & 0.092 & -0.081 & 0.045 & 10.060 & 0.281 & 49134.236 & 0.117 & 0.00048 & 0.00119 & -0.00005 & 3 & 202.784900 & -33.215160 & -0.016 & sn1993o \\\\\n",
      "sn1994m & 0.025 & 0.0232 & 16.312 & 0.145 & -1.526 & 0.118 & 0.057 & 0.031 & 11.038 & 0.187 & 49475.168 & 0.279 & 0.00006 & 0.00087 & 0.00011 & 3 & 187.785864 & 0.605457 & -0.010 & sn1994m \\\\\n",
      "sn1994s & 0.016 & 0.0152 & 14.780 & 0.155 & 0.222 & 0.189 & -0.065 & 0.031 & 10.452 & 0.085 & 49518.396 & 0.244 & 0.00253 & 0.00089 & 0.00061 & 3 & 187.841044 & 29.134436 & -0.009 & sn1994s \\\\\n",
      "sn1995ac & 0.049 & 0.0499 & 17.076 & 0.139 & 0.749 & 0.121 & -0.038 & 0.028 & 7.892 & 1.014 & 49992.919 & 0.133 & 0.00058 & 0.00072 & 0.00009 & 3 & 341.392250 & -8.751306 & -0.015 & sn1995ac \\\\\n",
      "sn1995ak & 0.022 & 0.0227 & 16.021 & 0.149 & -1.091 & 0.131 & 0.074 & 0.036 & 10.335 & 0.281 & 50021.793 & 0.388 & 0.00148 & 0.00131 & 0.00107 & 3 & 41.453458 & 3.230583 & -0.009 & sn1995ak \\\\\n",
      "sn1996bl & 0.035 & 0.0360 & 16.665 & 0.141 & -0.028 & 0.134 & -0.010 & 0.028 & 10.430 & 0.281 & 50376.550 & 0.170 & 0.00088 & 0.00075 & 0.00029 & 3 & 9.074875 & 11.394583 & -0.011 & sn1996bl \\\\\n",
      "sn1996bv & 0.017 & 0.0167 & 15.351 & 0.153 & 0.823 & 0.270 & 0.165 & 0.029 & 9.937 & 0.281 & 50404.163 & 0.614 & -0.00354 & 0.00083 & -0.00034 & 3 & 94.054167 & 57.052472 & -0.009 & sn1996bv \\\\\n",
      "sn1996c & 0.031 & 0.0296 & 16.647 & 0.143 & 0.659 & 0.128 & 0.064 & 0.029 & 10.309 & 0.122 & 50129.045 & 0.340 & -0.00072 & 0.00081 & -0.00058 & 3 & 207.746190 & 49.343600 & -0.010 & sn1996c \\\\\n",
      "sn1997dg & 0.030 & 0.0308 & 16.850 & 0.142 & -0.334 & 0.176 & -0.031 & 0.026 & 6.000 & 5.000 & 50720.336 & 0.287 & -0.00046 & 0.00063 & -0.00018 & 3 & 355.059210 & 26.203280 & -0.010 & sn1997dg \\\\\n",
      "sn1997do & 0.011 & 0.0101 & 14.449 & 0.173 & 0.791 & 0.188 & 0.118 & 0.031 & 9.942 & 0.281 & 50766.598 & 0.116 & 0.00352 & 0.00099 & 0.00132 & 3 & 111.677083 & 47.093333 & -0.008 & sn1997do \\\\\n",
      "sn1997e & 0.014 & 0.0135 & 15.128 & 0.156 & -1.718 & 0.088 & 0.026 & 0.025 & 11.191 & 0.073 & 50468.057 & 0.095 & 0.00000 & 0.00055 & -0.00024 & 3 & 101.908750 & 74.497500 & -0.009 & sn1997e \\\\\n",
      "sn1998ab & 0.028 & 0.0271 & 16.077 & 0.143 & -0.109 & 0.127 & 0.039 & 0.030 & 10.789 & 0.146 & 50914.149 & 0.076 & 0.00172 & 0.00078 & 0.00077 & 3 & 192.196833 & 41.924528 & -0.010 & sn1998ab \\\\\n",
      "sn1998dx & 0.054 & 0.0542 & 17.558 & 0.141 & -1.597 & 0.284 & -0.118 & 0.030 & 11.314 & 0.281 & 51071.927 & 0.430 & -0.00077 & 0.00087 & 0.00070 & 3 & 272.799542 & 49.861306 & -0.017 & sn1998dx \\\\\n",
      "sn1998ef & 0.018 & 0.0177 & 14.836 & 0.151 & -1.171 & 0.118 & -0.081 & 0.025 & 10.429 & 0.281 & 51113.763 & 0.099 & 0.00135 & 0.00061 & 0.00039 & 3 & 15.861958 & 32.236778 & -0.009 & sn1998ef \\\\\n",
      "sn1998v & 0.017 & 0.0176 & 15.122 & 0.151 & -0.177 & 0.117 & 0.000 & 0.025 & 11.003 & 0.182 & 50892.081 & 0.292 & -0.00085 & 0.00062 & -0.00043 & 3 & 275.655833 & 15.702139 & -0.009 & sn1998v \\\\\n",
      "sn1999aa & 0.016 & 0.0144 & 14.726 & 0.153 & 1.179 & 0.044 & -0.084 & 0.023 & 10.700 & 0.146 & 51232.696 & 0.045 & -0.00006 & 0.00052 & -0.00017 & 3 & 126.925125 & 21.487444 & -0.009 & sn1999aa \\\\\n",
      "sn1999ac & 0.010 & 0.0095 & 14.148 & 0.175 & 0.203 & 0.068 & 0.049 & 0.026 & 9.917 & 0.128 & 51250.611 & 0.079 & 0.00024 & 0.00065 & -0.00015 & 3 & 241.812542 & 7.972333 & -0.008 & sn1999ac \\\\\n",
      "sn1999ao & 0.055 & 0.0539 & 17.892 & 0.144 & 0.258 & 0.348 & -0.020 & 0.037 & 10.363 & 0.281 & 51243.726 & 0.744 & -0.00082 & 0.00148 & 0.00192 & 3 & 96.860833 & -35.840111 & -0.017 & sn1999ao \\\\\n",
      "sn1999aw & 0.039 & 0.0380 & 16.774 & 0.140 & 2.022 & 0.127 & -0.049 & 0.027 & 7.256 & 0.300 & 51254.755 & 0.194 & 0.00000 & 0.00068 & -0.00033 & 3 & 165.401542 & -6.108778 & -0.012 & sn1999aw \\\\\n",
      "sn1999bp & 0.078 & 0.0770 & 18.421 & 0.138 & 0.601 & 0.225 & -0.055 & 0.032 & 6.000 & 5.000 & 51264.287 & 0.233 & 0.00197 & 0.00080 & 0.00035 & 3 & 174.942667 & -8.860389 & -0.028 & sn1999bp \\\\\n",
      "sn1999cc & 0.032 & 0.0313 & 16.790 & 0.141 & -1.610 & 0.075 & -0.007 & 0.024 & 11.039 & 0.095 & 51315.446 & 0.128 & -0.00007 & 0.00052 & -0.00012 & 3 & 240.675125 & 37.359556 & -0.011 & sn1999cc \\\\\n",
      "sn1999dk & 0.014 & 0.0150 & 14.844 & 0.157 & -0.014 & 0.208 & 0.050 & 0.038 & 10.156 & 0.118 & 51414.955 & 0.342 & 0.00097 & 0.00097 & 0.00009 & 3 & 22.862167 & 14.284917 & -0.009 & sn1999dk \\\\\n",
      "sn1999dq & 0.014 & 0.0143 & 14.382 & 0.158 & 0.869 & 0.038 & 0.027 & 0.023 & 10.689 & 0.138 & 51436.128 & 0.038 & -0.00005 & 0.00053 & -0.00012 & 3 & 38.498667 & 20.975111 & -0.009 & sn1999dq \\\\\n",
      "sn1999gp & 0.027 & 0.0267 & 16.035 & 0.143 & 1.779 & 0.121 & -0.006 & 0.035 & 10.820 & 0.281 & 51550.788 & 0.127 & 0.00063 & 0.00075 & -0.00052 & 3 & 37.913125 & 39.381194 & -0.010 & sn1999gp \\\\\n",
      "sn2000ca & 0.023 & 0.0236 & 15.581 & 0.144 & 0.478 & 0.083 & -0.097 & 0.024 & 9.418 & 0.281 & 51666.341 & 0.140 & -0.00001 & 0.00053 & -0.00019 & 3 & 203.845750 & -34.160278 & -0.009 & sn2000ca \\\\\n",
      "sn2000cf & 0.037 & 0.0364 & 17.077 & 0.141 & -0.639 & 0.114 & -0.028 & 0.026 & 10.173 & 0.281 & 51673.057 & 0.322 & -0.00070 & 0.00071 & -0.00010 & 3 & 238.234125 & 65.936861 & -0.012 & sn2000cf \\\\\n",
      "sn2000cn & 0.024 & 0.0235 & 16.554 & 0.144 & -2.507 & 0.155 & 0.087 & 0.026 & 10.962 & 0.281 & 51707.306 & 0.068 & 0.00086 & 0.00057 & 0.00031 & 3 & 269.418417 & 27.832806 & -0.009 & sn2000cn \\\\\n",
      "sn2000dk & 0.017 & 0.0174 & 15.364 & 0.150 & -2.113 & 0.106 & -0.027 & 0.025 & 10.477 & 0.374 & 51812.387 & 0.098 & 0.00028 & 0.00056 & -0.00003 & 3 & 16.848000 & 32.406444 & -0.009 & sn2000dk \\\\\n",
      "sn2001az & 0.040 & 0.0407 & 16.947 & 0.142 & 1.204 & 0.445 & -0.061 & 0.024 & 10.656 & 0.063 & 52031.080 & 0.915 & -0.00740 & 0.00059 & 0.00076 & 3 & 248.614480 & 76.029540 & -0.012 & sn2001az \\\\\n",
      "sn2001ba & 0.030 & 0.0294 & 16.215 & 0.142 & 0.143 & 0.101 & -0.124 & 0.040 & 10.976 & 0.281 & 52034.361 & 0.147 & -0.00003 & 0.00103 & -0.00057 & 3 & 174.507333 & -32.330833 & -0.010 & sn2001ba \\\\\n",
      "sn2001bf & 0.016 & 0.0155 & 14.712 & 0.153 & 0.549 & 0.083 & -0.033 & 0.022 & 10.205 & 0.281 & 52046.760 & 0.233 & -0.00042 & 0.00045 & -0.00024 & 3 & 270.391910 & 26.250510 & -0.009 & sn2001bf \\\\\n",
      "sn2001bt & 0.014 & 0.0146 & 15.284 & 0.157 & -0.865 & 0.069 & 0.163 & 0.027 & 10.921 & 0.281 & 52063.996 & 0.072 & 0.00016 & 0.00068 & -0.00009 & 3 & 288.444792 & -59.289667 & -0.009 & sn2001bt \\\\\n",
      "sn2001cn & 0.015 & 0.0155 & 15.286 & 0.154 & -0.549 & 0.040 & 0.129 & 0.024 & 10.336 & 0.281 & 52072.933 & 0.152 & -0.00031 & 0.00057 & -0.00025 & 3 & 281.574333 & -65.761611 & -0.009 & sn2001cn \\\\\n",
      "sn2001cz & 0.016 & 0.0154 & 15.048 & 0.153 & 0.167 & 0.069 & 0.041 & 0.024 & 10.697 & 0.281 & 52103.927 & 0.089 & 0.00000 & 0.00055 & -0.00012 & 3 & 191.875708 & -39.580028 & -0.009 & sn2001cz \\\\\n",
      "sn2001eh & 0.037 & 0.0370 & 16.620 & 0.139 & 1.743 & 0.135 & -0.037 & 0.023 & 11.136 & 0.281 & 52170.154 & 0.311 & -0.00058 & 0.00043 & -0.00068 & 3 & 24.550230 & 41.655260 & -0.012 & sn2001eh \\\\\n",
      "sn2001en & 0.015 & 0.0159 & 15.080 & 0.154 & -0.916 & 0.069 & 0.002 & 0.023 & 10.662 & 0.180 & 52193.363 & 0.327 & -0.00057 & 0.00054 & -0.00036 & 3 & 21.345230 & 34.025020 & -0.009 & sn2001en \\\\\n",
      "sn2001ep & 0.013 & 0.0130 & 14.883 & 0.159 & -0.925 & 0.057 & 0.047 & 0.021 & 10.286 & 0.140 & 52200.061 & 0.083 & 0.00010 & 0.00041 & -0.00004 & 3 & 74.251450 & -4.761120 & -0.009 & sn2001ep \\\\\n",
      "sn2001fe & 0.015 & 0.0135 & 14.661 & 0.155 & 0.738 & 0.095 & -0.066 & 0.022 & 10.193 & 0.126 & 52229.379 & 0.244 & -0.00022 & 0.00044 & -0.00036 & 3 & 144.487590 & 25.494680 & -0.009 & sn2001fe \\\\\n",
      "sn2001v & 0.016 & 0.0150 & 14.557 & 0.153 & 0.917 & 0.078 & -0.038 & 0.022 & 10.842 & 0.118 & 51973.908 & 0.053 & 0.00057 & 0.00045 & 0.00007 & 3 & 179.353875 & 25.202500 & -0.009 & sn2001v \\\\\n",
      "sn2002bf & 0.025 & 0.0244 & 16.341 & 0.148 & -0.792 & 0.134 & 0.148 & 0.025 & 10.603 & 0.098 & 52338.364 & 0.372 & 0.00151 & 0.00093 & 0.00082 & 3 & 153.926292 & 55.668528 & -0.009 & sn2002bf \\\\\n",
      "sn2002de & 0.028 & 0.0281 & 16.657 & 0.142 & 0.542 & 0.319 & 0.097 & 0.023 & 10.806 & 0.066 & 52434.118 & 0.163 & 0.00284 & 0.00047 & 0.00209 & 3 & 244.126390 & 35.708360 & -0.010 & sn2002de \\\\\n",
      "sn2002dp & 0.011 & 0.0116 & 14.557 & 0.169 & -0.316 & 0.184 & 0.054 & 0.023 & 10.470 & 0.364 & 52451.216 & 0.133 & 0.00160 & 0.00049 & 0.00102 & 3 & 352.125430 & 22.427240 & -0.008 & sn2002dp \\\\\n",
      "sn2002ha & 0.014 & 0.0140 & 14.686 & 0.158 & -1.295 & 0.071 & -0.093 & 0.023 & 11.114 & 0.154 & 52581.355 & 0.106 & 0.00032 & 0.00044 & 0.00001 & 3 & 311.827470 & 0.312600 & -0.009 & sn2002ha \\\\\n",
      "sn2002hd & 0.036 & 0.0350 & 16.778 & 0.142 & -0.962 & 0.474 & 0.000 & 0.024 & 11.317 & 0.281 & 52576.318 & 0.629 & -0.00456 & 0.00068 & 0.00017 & 3 & 133.514030 & -7.189300 & -0.011 & sn2002hd \\\\\n",
      "sn2002he & 0.025 & 0.0246 & 16.238 & 0.145 & -1.738 & 0.167 & -0.049 & 0.025 & 10.958 & 0.281 & 52586.205 & 0.108 & 0.00357 & 0.00061 & 0.00100 & 3 & 124.995020 & 62.820480 & -0.009 & sn2002he \\\\\n",
      "sn2002hu & 0.038 & 0.0380 & 16.644 & 0.139 & 0.515 & 0.089 & -0.090 & 0.021 & 10.349 & 0.281 & 52592.572 & 0.091 & 0.00030 & 0.00038 & 0.00007 & 3 & 34.583450 & 37.466270 & -0.012 & sn2002hu \\\\\n",
      "sn2002jy & 0.022 & 0.0210 & 15.747 & 0.145 & 0.977 & 0.104 & -0.035 & 0.022 & 10.587 & 0.134 & 52634.379 & 0.282 & -0.00060 & 0.00043 & -0.00046 & 3 & 20.317630 & 40.498690 & -0.009 & sn2002jy \\\\\n",
      "sn2002kf & 0.020 & 0.0193 & 15.660 & 0.147 & -0.974 & 0.076 & -0.055 & 0.022 & 9.380 & 0.281 & 52639.563 & 0.281 & -0.00058 & 0.00046 & -0.00039 & 3 & 99.313680 & 49.853020 & -0.009 & sn2002kf \\\\\n",
      "sn2003ch & 0.030 & 0.0300 & 16.684 & 0.141 & -1.233 & 0.147 & -0.042 & 0.023 & 10.946 & 0.281 & 52726.284 & 0.229 & -0.00035 & 0.00042 & -0.00042 & 3 & 109.491210 & 9.693010 & -0.010 & sn2003ch \\\\\n",
      "sn2003fa & 0.039 & 0.0394 & 16.699 & 0.139 & 1.530 & 0.094 & -0.062 & 0.022 & 10.579 & 0.281 & 52807.526 & 0.067 & 0.00060 & 0.00041 & 0.00010 & 3 & 266.032220 & 40.880860 & -0.012 & sn2003fa \\\\\n",
      "sn2003iv & 0.035 & 0.0343 & 16.971 & 0.140 & -2.039 & 0.187 & -0.089 & 0.026 & 11.029 & 0.281 & 52934.295 & 0.272 & 0.00019 & 0.00052 & -0.00009 & 3 & 42.530180 & 12.845910 & -0.011 & sn2003iv \\\\\n",
      "sn2003u & 0.029 & 0.0283 & 16.483 & 0.143 & -2.090 & 0.294 & -0.033 & 0.027 & 10.657 & 0.093 & 52677.456 & 0.138 & 0.00483 & 0.00063 & 0.00263 & 3 & 260.690110 & 62.164070 & -0.010 & sn2003u \\\\\n",
      "sn2003w & 0.021 & 0.0201 & 15.876 & 0.146 & 0.073 & 0.061 & 0.102 & 0.021 & 10.619 & 0.246 & 52680.425 & 0.058 & 0.00014 & 0.00041 & -0.00010 & 3 & 146.706230 & 16.043830 & -0.009 & sn2003w \\\\\n",
      "sn2004as & 0.033 & 0.0310 & 17.001 & 0.140 & 0.399 & 0.136 & 0.073 & 0.023 & 9.350 & 0.090 & 53086.187 & 0.146 & 0.00082 & 0.00045 & 0.00013 & 3 & 171.413270 & 22.830290 & -0.011 & sn2004as \\\\\n",
      "sn2004eo & 0.015 & 0.0157 & 15.065 & 0.154 & -1.167 & 0.033 & 0.042 & 0.023 & 10.982 & 0.253 & 53278.520 & 0.032 & -0.00005 & 0.00052 & -0.00011 & 3 & 308.225792 & 9.928528 & -0.009 & sn2004eo \\\\\n",
      "sn2004ey & 0.016 & 0.0158 & 14.683 & 0.152 & 0.097 & 0.018 & -0.133 & 0.018 & 9.950 & 0.154 & 53304.540 & 0.022 & -0.00007 & 0.00025 & -0.00011 & 3 & 327.282532 & 0.444222 & -0.009 & sn2004ey \\\\\n",
      "sn2004gs & 0.027 & 0.0267 & 17.153 & 0.141 & -1.806 & 0.031 & 0.127 & 0.019 & 11.079 & 0.128 & 53355.888 & 0.056 & -0.00004 & 0.00028 & -0.00013 & 3 & 129.596588 & 17.627722 & -0.010 & sn2004gs \\\\\n",
      "sn2004gu & 0.047 & 0.0459 & 17.453 & 0.137 & 1.334 & 0.058 & 0.078 & 0.020 & 10.225 & 0.159 & 53362.566 & 0.117 & -0.00008 & 0.00027 & -0.00024 & 3 & 191.602997 & 11.948916 & -0.014 & sn2004gu \\\\\n",
      "sn2004l & 0.033 & 0.0323 & 17.370 & 0.143 & -0.987 & 0.239 & 0.173 & 0.029 & 10.446 & 0.182 & 53031.303 & 0.675 & -0.00394 & 0.00088 & -0.00144 & 3 & 156.767190 & 16.018830 & -0.011 & sn2004l \\\\\n",
      "sn2004s & 0.010 & 0.0094 & 14.157 & 0.174 & -0.117 & 0.083 & 0.022 & 0.025 & 9.709 & 0.281 & 53040.308 & 0.291 & -0.00048 & 0.00066 & -0.00035 & 3 & 101.431250 & -31.231250 & -0.008 & sn2004s \\\\\n",
      "sn2005ag & 0.080 & 0.0794 & 18.471 & 0.136 & 0.214 & 0.048 & -0.037 & 0.023 & 10.902 & 0.143 & 53414.898 & 0.085 & -0.00013 & 0.00037 & -0.00020 & 3 & 224.181870 & 9.328472 & -0.029 & sn2005ag \\\\\n",
      "sn2005al & 0.012 & 0.0124 & 14.876 & 0.161 & -1.181 & 0.028 & -0.091 & 0.019 & 10.692 & 0.281 & 53430.552 & 0.081 & -0.00010 & 0.00027 & -0.00017 & 3 & 207.501373 & -30.576166 & -0.008 & sn2005al \\\\\n",
      "sn2005bg & 0.025 & 0.0231 & 15.866 & 0.142 & 0.397 & 0.056 & -0.033 & 0.019 & 10.157 & 0.164 & 53469.935 & 0.118 & -0.00025 & 0.00027 & -0.00019 & 3 & 184.321579 & 16.371555 & -0.009 & sn2005bg \\\\\n",
      "sn2005bo & 0.014 & 0.0139 & 15.639 & 0.155 & -1.163 & 0.108 & 0.205 & 0.020 & 10.358 & 0.281 & 53478.747 & 0.140 & -0.00009 & 0.00030 & -0.00003 & 3 & 192.420959 & -11.096472 & -0.009 & sn2005bo \\\\\n",
      "sn2005el & 0.015 & 0.0149 & 14.835 & 0.154 & -1.282 & 0.032 & -0.130 & 0.022 & 10.843 & 0.281 & 53646.856 & 0.050 & 0.00000 & 0.00041 & -0.00013 & 3 & 77.953100 & 5.194220 & -0.009 & sn2005el \\\\\n",
      "sn2005eq & 0.029 & 0.0290 & 16.285 & 0.141 & 1.425 & 0.077 & -0.024 & 0.022 & 10.552 & 0.132 & 53654.866 & 0.089 & 0.00017 & 0.00040 & -0.00024 & 3 & 47.205650 & -7.033400 & -0.010 & sn2005eq \\\\\n",
      "sn2005eu & 0.035 & 0.0349 & 16.450 & 0.142 & 0.941 & 0.095 & -0.087 & 0.030 & 6.000 & 5.000 & 53660.755 & 0.102 & 0.00069 & 0.00089 & 0.00014 & 3 & 36.930160 & 28.176860 & -0.011 & sn2005eu \\\\\n",
      "sn2005hc & 0.045 & 0.0459 & 17.323 & 0.111 & 0.740 & 0.026 & -0.028 & 0.012 & 10.554 & 0.046 & 53667.801 & 0.034 & -0.00001 & 0.00011 & -0.00004 & 2 & 29.199791 & -0.213720 & 0.000 & sn2005hc \\\\\n",
      "sn2005iq & 0.034 & 0.0340 & 16.764 & 0.139 & -1.071 & 0.041 & -0.113 & 0.019 & 10.600 & 0.281 & 53687.694 & 0.041 & -0.00003 & 0.00027 & -0.00013 & 3 & 359.635090 & -18.709160 & -0.011 & sn2005iq \\\\\n",
      "sn2005ir & 0.075 & 0.0760 & 18.412 & 0.110 & 0.684 & 0.053 & -0.014 & 0.014 & 10.182 & 0.011 & 53685.660 & 0.048 & 0.00014 & 0.00016 & 0.00001 & 2 & 19.182510 & 0.794628 & -0.001 & sn2005ir \\\\\n",
      "sn2005kc & 0.015 & 0.0151 & 15.489 & 0.154 & -0.698 & 0.035 & 0.148 & 0.019 & 10.934 & 0.122 & 53697.708 & 0.031 & -0.00003 & 0.00029 & -0.00009 & 3 & 338.530450 & 5.568340 & -0.009 & sn2005kc \\\\\n",
      "sn2005ki & 0.020 & 0.0196 & 15.542 & 0.145 & -1.388 & 0.030 & -0.097 & 0.020 & 11.180 & 0.188 & 53705.228 & 0.050 & -0.00006 & 0.00028 & -0.00016 & 3 & 160.117580 & 9.202280 & -0.009 & sn2005ki \\\\\n",
      "sn2005lz & 0.041 & 0.0410 & 17.617 & 0.139 & -1.244 & 0.122 & 0.069 & 0.023 & 10.961 & 0.281 & 53736.254 & 0.129 & 0.00080 & 0.00045 & -0.00002 & 3 & 32.707200 & 34.982730 & -0.013 & sn2005lz \\\\\n",
      "sn2005ms & 0.027 & 0.0252 & 16.161 & 0.142 & 0.424 & 0.070 & -0.034 & 0.021 & 10.410 & 0.182 & 53744.340 & 0.055 & 0.00028 & 0.00041 & -0.00002 & 3 & 132.309670 & 36.129640 & -0.010 & sn2005ms \\\\\n",
      "sn2005na & 0.027 & 0.0263 & 15.923 & 0.141 & -0.449 & 0.028 & -0.118 & 0.019 & 11.025 & 0.281 & 53740.726 & 0.058 & -0.00005 & 0.00028 & -0.00010 & 3 & 105.402750 & 14.132990 & -0.010 & sn2005na \\\\\n",
      "sn2006ac & 0.023 & 0.0231 & 16.158 & 0.144 & -0.858 & 0.062 & 0.024 & 0.021 & 10.866 & 0.118 & 53781.849 & 0.081 & 0.00009 & 0.00041 & -0.00011 & 3 & 190.437060 & 35.068870 & -0.009 & sn2006ac \\\\\n",
      "sn2006al & 0.069 & 0.0678 & 18.394 & 0.145 & -1.409 & 0.273 & -0.120 & 0.036 & 10.249 & 0.154 & 53787.189 & 0.677 & -0.00553 & 0.00151 & -0.00224 & 3 & 159.867660 & 5.183440 & -0.023 & sn2006al \\\\\n",
      "sn2006an & 0.065 & 0.0640 & 18.095 & 0.140 & 0.646 & 0.209 & -0.045 & 0.029 & 7.989 & 0.910 & 53790.529 & 0.510 & -0.00191 & 0.00082 & -0.00074 & 3 & 183.661450 & 12.229930 & -0.021 & sn2006an \\\\\n",
      "sn2006ar & 0.023 & 0.0225 & 16.455 & 0.145 & -1.043 & 0.217 & 0.082 & 0.027 & 9.847 & 0.152 & 53813.674 & 0.144 & 0.00097 & 0.00070 & 0.00093 & 3 & 159.377570 & 65.016050 & -0.009 & sn2006ar \\\\\n",
      "sn2006ax & 0.017 & 0.0167 & 14.998 & 0.149 & 0.153 & 0.019 & -0.105 & 0.018 & 8.933 & 1.152 & 53827.499 & 0.021 & -0.00006 & 0.00025 & -0.00010 & 3 & 171.014300 & -12.291530 & -0.009 & sn2006ax \\\\\n",
      "sn2006az & 0.031 & 0.0309 & 16.462 & 0.140 & -1.343 & 0.042 & -0.117 & 0.022 & 11.314 & 0.149 & 53826.869 & 0.072 & -0.00001 & 0.00041 & -0.00010 & 3 & 183.061040 & 56.179750 & -0.011 & sn2006az \\\\\n",
      "sn2006bh & 0.011 & 0.0109 & 14.343 & 0.167 & -1.649 & 0.032 & -0.083 & 0.019 & 10.915 & 0.352 & 53833.524 & 0.040 & -0.00004 & 0.00029 & -0.00011 & 3 & 340.067078 & -66.485085 & -0.008 & sn2006bh \\\\\n",
      "sn2006bq & 0.022 & 0.0219 & 16.207 & 0.145 & -1.518 & 0.066 & 0.049 & 0.021 & 10.843 & 0.190 & 53848.252 & 0.181 & -0.00029 & 0.00042 & -0.00016 & 3 & 279.995590 & 39.982320 & -0.009 & sn2006bq \\\\\n",
      "sn2006bt & 0.031 & 0.0322 & 16.912 & 0.140 & 0.266 & 0.071 & 0.063 & 0.021 & 11.381 & 0.236 & 53858.339 & 0.109 & -0.00007 & 0.00040 & -0.00018 & 3 & 239.127190 & 20.045930 & -0.011 & sn2006bt \\\\\n",
      "sn2006cp & 0.023 & 0.0223 & 16.025 & 0.144 & 0.353 & 0.075 & 0.097 & 0.022 & 10.103 & 0.170 & 53897.759 & 0.068 & 0.00029 & 0.00044 & -0.00006 & 3 & 184.812040 & 22.427190 & -0.009 & sn2006cp \\\\\n",
      "sn2006ej & 0.020 & 0.0203 & 15.744 & 0.148 & -1.005 & 0.077 & -0.031 & 0.028 & 10.414 & 0.335 & 53975.485 & 0.316 & -0.00082 & 0.00077 & -0.00060 & 3 & 9.749220 & -9.015950 & -0.009 & sn2006ej \\\\\n",
      "sn2006et & 0.022 & 0.0222 & 15.971 & 0.146 & 0.936 & 0.152 & 0.122 & 0.029 & 10.645 & 0.374 & 53994.447 & 0.221 & 0.00072 & 0.00078 & -0.00030 & 3 & 10.690750 & -23.558280 & -0.009 & sn2006et \\\\\n",
      "sn2006gr & 0.034 & 0.0346 & 16.969 & 0.140 & 0.879 & 0.068 & 0.074 & 0.022 & 10.781 & 0.374 & 54013.362 & 0.062 & 0.00014 & 0.00041 & -0.00009 & 3 & 338.094490 & 30.828830 & -0.011 & sn2006gr \\\\\n",
      "sn2006mo & 0.037 & 0.0370 & 17.410 & 0.142 & -2.128 & 0.109 & 0.008 & 0.030 & 10.925 & 0.120 & 54047.627 & 0.271 & -0.00062 & 0.00087 & -0.00053 & 3 & 11.660330 & 36.332690 & -0.012 & sn2006mo \\\\\n",
      "sn2006mp & 0.023 & 0.0230 & 15.991 & 0.145 & 0.941 & 0.149 & 0.003 & 0.027 & 9.657 & 0.281 & 54054.328 & 0.107 & 0.00039 & 0.00067 & 0.00006 & 3 & 258.000810 & 46.555980 & -0.009 & sn2006mp \\\\\n",
      "sn2006n & 0.015 & 0.0143 & 15.058 & 0.155 & -1.897 & 0.061 & -0.079 & 0.022 & 10.809 & 0.148 & 53760.673 & 0.152 & -0.00021 & 0.00044 & -0.00019 & 3 & 92.130280 & 64.723560 & -0.009 & sn2006n \\\\\n",
      "sn2006nz & 0.037 & 0.0381 & 18.130 & 0.114 & -2.863 & 0.216 & 0.229 & 0.020 & 5.000 & 10.000 & 54057.617 & 0.100 & 0.00143 & 0.00033 & 0.00084 & 2 & 14.121691 & -1.226708 & 0.000 & sn2006nz \\\\\n",
      "sn2006oa & 0.061 & 0.0626 & 17.836 & 0.111 & 0.909 & 0.153 & -0.041 & 0.016 & 8.985 & 0.118 & 54067.129 & 0.126 & 0.00063 & 0.00022 & 0.00025 & 2 & 320.928932 & -0.843469 & -0.001 & sn2006oa \\\\\n",
      "sn2006ob & 0.059 & 0.0592 & 18.196 & 0.111 & -2.366 & 0.118 & -0.044 & 0.018 & 11.323 & 0.108 & 54063.040 & 0.090 & 0.00043 & 0.00023 & 0.00006 & 2 & 27.950600 & 0.263312 & -0.001 & sn2006ob \\\\\n",
      "sn2006on & 0.070 & 0.0719 & 18.412 & 0.111 & 0.548 & 0.213 & 0.079 & 0.021 & 10.327 & 0.120 & 54064.234 & 0.195 & 0.00099 & 0.00036 & 0.00004 & 2 & 328.993702 & -1.070198 & -0.001 & sn2006on \\\\\n",
      "sn2006qo & 0.030 & 0.0297 & 16.835 & 0.142 & 0.467 & 0.060 & 0.166 & 0.027 & 10.999 & 0.281 & 54083.096 & 0.067 & 0.00017 & 0.00069 & -0.00010 & 3 & 120.035090 & 56.368680 & -0.010 & sn2006qo \\\\\n",
      "sn2006s & 0.033 & 0.0321 & 16.841 & 0.140 & 0.971 & 0.067 & 0.021 & 0.022 & 10.450 & 0.142 & 53770.263 & 0.087 & 0.00010 & 0.00041 & -0.00014 & 3 & 191.412640 & 35.086710 & -0.011 & sn2006s \\\\\n",
      "sn2006sr & 0.024 & 0.0241 & 16.150 & 0.143 & -1.290 & 0.114 & -0.002 & 0.023 & 10.589 & 0.144 & 54092.816 & 0.119 & 0.00022 & 0.00043 & 0.00002 & 3 & 0.895930 & 23.196020 & -0.009 & sn2006sr \\\\\n",
      "sn2006td & 0.016 & 0.0159 & 15.720 & 0.153 & -1.321 & 0.108 & 0.090 & 0.027 & 9.510 & 0.281 & 54098.980 & 0.238 & -0.00029 & 0.00071 & -0.00019 & 3 & 29.565670 & 36.349380 & -0.009 & sn2006td \\\\\n",
      "sn2007ae & 0.063 & 0.0644 & 17.798 & 0.140 & 1.849 & 0.293 & -0.010 & 0.031 & 11.320 & 0.107 & 54153.123 & 0.647 & -0.00229 & 0.00092 & -0.00031 & 3 & 255.466950 & 79.031740 & -0.020 & sn2007ae \\\\\n",
      "sn2007bc & 0.022 & 0.0208 & 15.902 & 0.146 & -1.224 & 0.081 & -0.014 & 0.029 & 10.814 & 0.165 & 54200.355 & 0.142 & 0.00009 & 0.00077 & -0.00016 & 3 & 169.810690 & 20.808960 & -0.009 & sn2007bc \\\\\n",
      "sn2007bd & 0.032 & 0.0310 & 16.581 & 0.141 & -1.381 & 0.064 & -0.048 & 0.027 & 10.736 & 0.130 & 54206.544 & 0.056 & 0.00000 & 0.00066 & -0.00016 & 3 & 127.889060 & -1.199370 & -0.011 & sn2007bd \\\\\n",
      "sn2007ci & 0.019 & 0.0181 & 15.893 & 0.149 & -2.724 & 0.099 & 0.027 & 0.028 & 11.117 & 0.148 & 54246.654 & 0.064 & 0.00049 & 0.00075 & 0.00018 & 3 & 176.441050 & 19.770480 & -0.009 & sn2007ci \\\\\n",
      "sn2007co & 0.027 & 0.0270 & 16.504 & 0.142 & -0.138 & 0.061 & 0.105 & 0.020 & 10.520 & 0.281 & 54265.212 & 0.057 & 0.00010 & 0.00038 & 0.00001 & 3 & 275.765000 & 29.897050 & -0.010 & sn2007co \\\\\n",
      "sn2007cq & 0.025 & 0.0259 & 15.798 & 0.143 & -0.658 & 0.116 & -0.061 & 0.026 & 9.705 & 0.281 & 54281.026 & 0.071 & 0.00039 & 0.00064 & 0.00007 & 3 & 333.668430 & 5.080160 & -0.010 & sn2007cq \\\\\n",
      "sn2007f & 0.024 & 0.0236 & 15.896 & 0.144 & 0.619 & 0.041 & -0.055 & 0.026 & 10.027 & 0.118 & 54124.058 & 0.045 & -0.00005 & 0.00064 & -0.00018 & 3 & 195.812750 & 50.618760 & -0.009 & sn2007f \\\\\n",
      "sn2007qe & 0.024 & 0.0240 & 16.068 & 0.144 & 0.761 & 0.046 & 0.052 & 0.026 & 6.000 & 5.000 & 54429.852 & 0.037 & 0.00010 & 0.00065 & -0.00008 & 3 & 358.553990 & 27.409170 & -0.009 & sn2007qe \\\\\n",
      "sn2008bf & 0.022 & 0.0213 & 15.719 & 0.145 & 0.431 & 0.069 & -0.038 & 0.021 & 11.212 & 0.156 & 54555.109 & 0.090 & 0.00014 & 0.00041 & -0.00010 & 3 & 181.011990 & 20.245080 & -0.009 & sn2008bf \\\\\n",
      "\\end{tabular}\n",
      "\\end{table}\n"
     ]
    }
   ],
   "source": [
    "from astropy.io import ascii\n",
    "from io import BytesIO\n",
    "\n",
    "b = BytesIO()\n",
    "\n",
    "ascii.write(table, format='latex')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "from astropy.io import fits\n",
    "from astropy.wcs import WCS\n",
    "from astropy.stats import sigma_clipped_stats\n",
    "from astropy.coordinates import SkyCoord\n",
    "from photutils import DAOStarFinder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.7/site-packages/astropy/io/fits/verify.py:117: VerifyWarning: Verification reported errors:\n",
      "  warnings.warn(line, VerifyWarning)\n",
      "/opt/conda/lib/python3.7/site-packages/astropy/io/fits/verify.py:117: VerifyWarning: Card 'SWCREATE' is not FITS standard (invalid value string: 'SkyCam(Linux)      / Name of software that created the image').  Fixed 'SWCREATE' card to meet the FITS standard.\n",
      "  warnings.warn(line, VerifyWarning)\n",
      "/opt/conda/lib/python3.7/site-packages/astropy/io/fits/verify.py:117: VerifyWarning: Note: astropy.io.fits uses zero-based indexing.\n",
      "\n",
      "  warnings.warn(line, VerifyWarning)\n",
      "/opt/conda/lib/python3.7/site-packages/astropy/io/fits/verify.py:117: VerifyWarning: Card 'PROGECT' is not FITS standard (invalid value string: 'MASTER-SAAO').  Fixed 'PROGECT' card to meet the FITS standard.\n",
      "  warnings.warn(line, VerifyWarning)\n",
      "/opt/conda/lib/python3.7/site-packages/astropy/io/fits/verify.py:117: VerifyWarning: Card 'CUNIT2' is not FITS standard (invalid value string: 'deg').  Fixed 'CUNIT2' card to meet the FITS standard.\n",
      "  warnings.warn(line, VerifyWarning)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<SkyCoord (FK5: equinox=2000.0): (ra, dec) in deg\n",
       "    [(257.02158141, -75.64213143), (257.00241186, -75.64131278),\n",
       "     (256.87275581, -75.63463529)]>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<i>Table length=721</i>\n",
       "<table id=\"table140238040172432\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>USNO-A2.0</th><th>RAJ2000</th><th>DEJ2000</th><th>ACTflag</th><th>Mflag</th><th>Bmag</th><th>Rmag</th><th>Epoch</th></tr></thead>\n",
       "<thead><tr><th></th><th>deg</th><th>deg</th><th></th><th></th><th>mag</th><th>mag</th><th>yr</th></tr></thead>\n",
       "<thead><tr><th>bytes13</th><th>float64</th><th>float64</th><th>bytes1</th><th>bytes1</th><th>float32</th><th>float32</th><th>float64</th></tr></thead>\n",
       "<tr><td>0075-05656967</td><td>256.750039</td><td>-75.591053</td><td></td><td></td><td>19.3</td><td>18.2</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657176</td><td>256.757859</td><td>-75.558487</td><td></td><td></td><td>20.0</td><td>18.1</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657277</td><td>256.761903</td><td>-75.550787</td><td></td><td></td><td>17.4</td><td>16.8</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657312</td><td>256.762892</td><td>-75.597200</td><td></td><td></td><td>18.1</td><td>17.4</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657362</td><td>256.764648</td><td>-75.590856</td><td></td><td></td><td>18.5</td><td>17.9</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657389</td><td>256.765575</td><td>-75.576889</td><td></td><td></td><td>19.5</td><td>18.1</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657440</td><td>256.767167</td><td>-75.599539</td><td></td><td></td><td>19.0</td><td>18.0</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657515</td><td>256.769325</td><td>-75.608442</td><td></td><td></td><td>18.8</td><td>18.0</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05657526</td><td>256.769689</td><td>-75.571828</td><td></td><td></td><td>20.3</td><td>17.8</td><td>1981.384</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>0075-05677695</td><td>257.466053</td><td>-75.567092</td><td></td><td></td><td>20.0</td><td>17.9</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05677856</td><td>257.471912</td><td>-75.557400</td><td></td><td></td><td>20.6</td><td>18.1</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678099</td><td>257.480400</td><td>-75.579798</td><td></td><td></td><td>17.1</td><td>16.2</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678150</td><td>257.482445</td><td>-75.563212</td><td></td><td></td><td>18.7</td><td>17.4</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678214</td><td>257.484384</td><td>-75.563239</td><td></td><td></td><td>20.1</td><td>18.1</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678238</td><td>257.485523</td><td>-75.576262</td><td></td><td></td><td>18.6</td><td>17.8</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678304</td><td>257.487773</td><td>-75.570473</td><td></td><td></td><td>17.4</td><td>15.5</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678352</td><td>257.489456</td><td>-75.595395</td><td></td><td></td><td>20.3</td><td>18.1</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678480</td><td>257.494081</td><td>-75.572817</td><td></td><td></td><td>18.7</td><td>17.8</td><td>1980.411</td></tr>\n",
       "<tr><td>0075-05678524</td><td>257.496064</td><td>-75.577884</td><td></td><td></td><td>18.3</td><td>17.5</td><td>1980.411</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table length=721>\n",
       "  USNO-A2.0    RAJ2000    DEJ2000   ACTflag Mflag    Bmag    Rmag   Epoch  \n",
       "                 deg        deg                      mag     mag      yr   \n",
       "   bytes13     float64    float64    bytes1 bytes1 float32 float32 float64 \n",
       "------------- ---------- ---------- ------- ------ ------- ------- --------\n",
       "0075-05656967 256.750039 -75.591053                   19.3    18.2 1980.411\n",
       "0075-05657176 256.757859 -75.558487                   20.0    18.1 1980.411\n",
       "0075-05657277 256.761903 -75.550787                   17.4    16.8 1980.411\n",
       "0075-05657312 256.762892 -75.597200                   18.1    17.4 1980.411\n",
       "0075-05657362 256.764648 -75.590856                   18.5    17.9 1980.411\n",
       "0075-05657389 256.765575 -75.576889                   19.5    18.1 1980.411\n",
       "0075-05657440 256.767167 -75.599539                   19.0    18.0 1980.411\n",
       "0075-05657515 256.769325 -75.608442                   18.8    18.0 1980.411\n",
       "0075-05657526 256.769689 -75.571828                   20.3    17.8 1981.384\n",
       "          ...        ...        ...     ...    ...     ...     ...      ...\n",
       "0075-05677695 257.466053 -75.567092                   20.0    17.9 1980.411\n",
       "0075-05677856 257.471912 -75.557400                   20.6    18.1 1980.411\n",
       "0075-05678099 257.480400 -75.579798                   17.1    16.2 1980.411\n",
       "0075-05678150 257.482445 -75.563212                   18.7    17.4 1980.411\n",
       "0075-05678214 257.484384 -75.563239                   20.1    18.1 1980.411\n",
       "0075-05678238 257.485523 -75.576262                   18.6    17.8 1980.411\n",
       "0075-05678304 257.487773 -75.570473                   17.4    15.5 1980.411\n",
       "0075-05678352 257.489456 -75.595395                   20.3    18.1 1980.411\n",
       "0075-05678480 257.494081 -75.572817                   18.7    17.8 1980.411\n",
       "0075-05678524 257.496064 -75.577884                   18.3    17.5 1980.411"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of outliers: 2\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(0.0, 256.0)"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "master_fits = fits.open('MASTER.fit', memmap=False)\n",
    "hdu = master_fits[0]\n",
    "data = hdu.data\n",
    "wcs = WCS(hdu.header)\n",
    "# print(wcs)\n",
    "\n",
    "mean, median, std = sigma_clipped_stats(data)\n",
    "star_finder = DAOStarFinder(threshold=3*std, fwhm=3)\n",
    "pixel_stars = star_finder(data - median)\n",
    "# print(f'Number of stars: {len(pixel_stars)}')\n",
    "x, y = pixel_stars['xcentroid'], pixel_stars['ycentroid']\n",
    "coords = SkyCoord.from_pixel(x, y, wcs)\n",
    "display(coords[:3])\n",
    "upper_left = SkyCoord.from_pixel(0, 0, wcs)\n",
    "lower_right = SkyCoord.from_pixel(*data.shape, wcs)\n",
    "diag = np.abs(upper_left.separation(lower_right))\n",
    "# print(f'diag = {diag}')\n",
    "center = SkyCoord.from_pixel(data.shape[0] / 2, data.shape[1] / 2, wcs)\n",
    "\n",
    "usno_table = vizier.query_region(center, radius=diag/2, catalog='USNO-A2.0')[0]\n",
    "display(usno_table)\n",
    "usno = SkyCoord(ra=usno_table['RAJ2000'], dec=usno_table['DEJ2000'],\n",
    "                unit='deg')\n",
    "# display(usno[:3])\n",
    "usno_pixel = usno.to_pixel(wcs)\n",
    "\n",
    "idx_usno, sep, _ = coords.match_to_catalog_sky(usno)\n",
    "plt.hist(sep.arcsec)\n",
    "\n",
    "idx_outliers = sep > 10*u.arcsec\n",
    "print(f'Number of outliers: {np.count_nonzero(outliers)}')\n",
    "\n",
    "plt.figure(figsize=(6,6))\n",
    "plt.imshow(data, cmap='gray', vmax=3e3)\n",
    "plt.plot(*usno_pixel, 'o', color='yellow', ms=4)\n",
    "plt.plot(x, y, '.', color='green', ms=2)\n",
    "plt.plot(x[idx_outliers], y[idx_outliers], 'X', color='white', ms=10)\n",
    "plt.xlim([0, data.shape[0]])\n",
    "plt.ylim([0, data.shape[1]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing C.x\n",
      "1\n",
      "1\n"
     ]
    }
   ],
   "source": [
    "from astropy.utils import lazyproperty\n",
    "\n",
    "class C:\n",
    "    @lazyproperty\n",
    "    def x(self):\n",
    "        print('Executing C.x')\n",
    "        return 1\n",
    "    \n",
    "    #@property\n",
    "    #@functools.lru_cache\n",
    "    #def x(self):\n",
    "    #...\n",
    "\n",
    "c = C()\n",
    "print(c.x)\n",
    "print(c.x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}