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Created April 11, 2014 15:26
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{
"metadata": {
"name": "",
"signature": "sha256:69fdb8864f1257113e518524e93c69af7e5746bbd316d1d92b7444b8dbba4d92"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"$$\\alpha = 5 M_\\odot$$"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from astroquery.splatalogue import Splatalogue,utils\n",
"from astropy import units as u"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 14
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# find all CO lines between 100 and 1000 GHz\n",
"# Note the spaces around CO: chemical_name is a regular \n",
"# expression, so this excludes names like 13CO and C18O\n",
"table = Splatalogue.query_lines(100*u.GHz, 1000*u.GHz, \n",
" chemical_name=\" CO \")\n",
"table"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4450877008\"><thead><tr><th>Species</th><th>Chemical Name</th><th>Freq-GHz</th><th>Freq Err</th><th>...</th><th>E_U (cm^-1)</th><th>E_U (K)</th><th>Linelist</th></tr></thead><tr><td>COv=1</td><td>Carbon Monoxide</td><td>114.22175</td><td>1.3e-06</td><td>...</td><td>2147.08113</td><td>3089.15304</td><td>CDMS</td></tr><tr><td>COv=1</td><td>Carbon Monoxide</td><td>114.22176</td><td>3e-06</td><td>...</td><td>2147.08203</td><td>3089.15433</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>3.84503</td><td>5.53211</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>3.84503</td><td>5.53211</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>115.2712</td><td>1e-06</td><td>...</td><td>0.0</td><td>0.0</td><td>Lovas</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>115.2712</td><td>0.0</td><td>...</td><td>3.84503</td><td>5.53211</td><td>SLAIM</td></tr><tr><td>COv=1</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>2154.70101</td><td>3100.11628</td><td>CDMS</td></tr><tr><td>COv=1</td><td>Carbon Monoxide</td><td>228.43911</td><td>7e-06</td><td>...</td><td>2154.70191</td><td>3100.11758</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>11.53492</td><td>16.59608</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>11.53492</td><td>16.59608</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>230.538</td><td>0.001</td><td>...</td><td>0.0</td><td>0.0</td><td>Lovas</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>COv=1</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>2249.93337</td><td>3237.13362</td><td>CDMS</td></tr><tr><td>COv=1</td><td>Carbon Monoxide</td><td>799.3057</td><td>2.3e-05</td><td>...</td><td>2249.93397</td><td>3237.13448</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>806.6518</td><td>1e-06</td><td>...</td><td>0.0</td><td>0.0</td><td>Lovas</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>806.6518</td><td>0.0</td><td>...</td><td>107.64201</td><td>154.87195</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>107.64241</td><td>154.87252</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>107.64241</td><td>154.87252</td><td>JPL</td></tr><tr><td>COv=1</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>2280.40128</td><td>3280.9699</td><td>CDMS</td></tr><tr><td>COv=1</td><td>Carbon Monoxide</td><td>913.40417</td><td>2.5e-05</td><td>...</td><td>2280.40188</td><td>3280.97076</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>138.39033</td><td>199.11167</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>138.39033</td><td>199.11167</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>921.7997</td><td>1e-06</td><td>...</td><td>138.38993</td><td>199.11109</td><td>SLAIM</td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 15,
"text": [
"<Table rows=46 names=('Species','Chemical Name','Freq-GHz','Freq Err','Meas Freq-GHz','Meas Freq Err','Resolved QNs','CDMS/JPL Intensity','S<sub>ij</sub>','Log<sub>10</sub> (A<sub>ij</sub>)','Lovas/AST Intensity','E_L (cm^-1)','E_L (K)','E_U (cm^-1)','E_U (K)','Linelist')>\n",
"masked_array(data = [ ('COv=1', 'Carbon Monoxide', 114.22175, 1.3e-06, --, --, '1-0', -9.7069, 1.0, -7.37879, --, 2143.2711, 3083.67129, 2147.08113, 3089.15304, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 114.22176, 3e-06, 114.22174, 4e-05, '1-0', 0.0, 1.0, -7.15428, --, 2143.272, 3083.67258, 2147.08203, 3089.15433, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 115.2712, 5e-07, '1-0', -5.0105, 1.0, -7.14246, --, 0.0, 0.0, 3.84503, 5.53211, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 115.2712, 5e-07, '1-0', -5.0105, 1.0, -7.14246, --, 0.0, 0.0, 3.84503, 5.53211, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 115.2712, 1e-06, --, --, '1-0', 0.0, 0.0, 0.0, '60.0', 0.0, 0.0, 0.0, 0.0, 'Lovas')\n",
" ('COv=0', 'Carbon Monoxide', 115.2712, 0.0, 115.2712, 1e-06, '1-0', 0.0, 1.0, -7.14236, '60.0', 0.0, 0.0, 3.84503, 5.53211, 'SLAIM')\n",
" ('COv=1', 'Carbon Monoxide', --, --, 228.43907, 2.5e-05, '2-1', -8.816, 2.0, -6.39683, --, 2147.0811, 3089.153, 2154.70101, 3100.11628, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 228.43911, 7e-06, --, --, '2-1', 0.0, 2.0, -6.17203, '0.62 Jy', 2147.082, 3089.15429, 2154.70191, 3100.11758, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 230.538, 5e-07, '2-1', -4.1197, 2.0, -6.1605, --, 3.845, 5.53207, 11.53492, 16.59608, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 230.538, 5e-07, '2-1', -4.1197, 2.0, -6.1605, --, 3.845, 5.53207, 11.53492, 16.59608, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 230.538, 0.001, --, --, '2-1', 0.0, 0.0, 0.0, '70.', 0.0, 0.0, 0.0, 0.0, 'Lovas')\n",
" ('COv=0', 'Carbon Monoxide', 230.538, 0.0, 230.538, 1e-06, '2-1', 0.0, 2.0, -6.16011, '70.', 3.845, 5.53207, 11.53492, 16.59608, 'SLAIM')\n",
" ('COv=1', 'Carbon Monoxide', --, --, 342.64764, 2e-05, '3-2', -8.3082, 3.0, -5.83927, --, 2154.701, 3100.11627, 2166.13049, 3116.56067, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 342.64766, 1e-05, --, --, '3-2', 0.0, 3.0, -5.61384, '0.71 Jy', 2154.701, 3100.11627, 2166.1305, 3116.56067, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 345.79599, 5e-07, '3-2', -3.6118, 3.0, -5.60266, --, 11.535, 16.5962, 23.06951, 33.19169, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 345.79599, 5e-07, '3-2', -3.6118, 3.0, -5.60266, --, 11.535, 16.5962, 23.06951, 33.19169, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 345.79599, 1e-05, --, --, '3-2', 0.0, 0.0, 0.0, '70.00', 0.0, 0.0, 0.0, 0.0, 'Lovas')\n",
" ('COv=0', 'Carbon Monoxide', 345.79599, 0.0, 345.79599, 1e-06, '3-2', 0.0, 3.0, -5.60192, '70.00', 11.535, 16.5962, 23.06951, 33.19169, 'SLAIM')\n",
" ('COv=1', 'Carbon Monoxide', --, --, 456.84298, 1e-05, '4-3', -7.962, 4.0, -5.44956, --, 2166.1305, 3116.56068, 2181.36914, 3138.48556, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 456.84299, 1.3e-05, --, --, '4-3', 0.0, 4.0, -5.22328, --, 2166.131, 3116.5614, 2181.36964, 3138.48628, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', 461.04077, 1e-06, --, --, '4-3', 0.0, 0.0, 0.0, '60.', 0.0, 0.0, 0.0, 0.0, 'Lovas')\n",
" ('COv=0', 'Carbon Monoxide', 461.04077, 0.0, 461.04077, 1e-06, '4-3', 0.0, 4.0, -5.21137, '60.', 23.069, 33.19095, 38.44766, 55.31729, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 461.04077, 5e-07, '4-3', -3.2657, 4.0, -5.2128, --, 23.0695, 33.19167, 38.44816, 55.31801, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 461.04077, 5e-07, '4-3', -3.2657, 4.0, -5.2128, --, 23.0695, 33.19167, 38.44816, 55.31801, 'JPL')\n",
" ('COv=1', 'Carbon Monoxide', --, --, 571.02068, 1.2e-05, '5-4', -7.708, 5.0, -5.15018, --, 2181.3692, 3138.48564, 2200.4164, 3165.89016, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 571.02071, 1.7e-05, --, --, '5-4', 0.0, 5.0, -4.92287, --, 2181.37, 3138.48679, 2200.4172, 3165.89131, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 576.26793, 5e-07, '5-4', -3.0118, 5.0, -4.91318, --, 38.4481, 55.31792, 57.67033, 82.97426, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 576.26793, 5e-07, '5-4', -3.0118, 5.0, -4.91318, --, 38.4481, 55.31792, 57.67033, 82.97426, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 576.26793, 0.0, 576.26793, 1e-06, '5-4', 0.0, 5.0, -4.91095, --, 38.448, 55.31778, 57.67023, 82.97412, 'SLAIM')\n",
" ('COv=1', 'Carbon Monoxide', --, --, 685.17639, 5e-06, '6-5', -7.5154, 5.9, -4.90741, --, 2200.4164, 3165.89016, 2223.27142, 3198.77325, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 685.17642, 2e-05, --, --, '6-5', 0.0, 6.0, -4.67879, --, 2200.417, 3165.89102, 2223.27203, 3198.77411, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', 691.47308, 1e-06, --, --, '6-5', 0.0, 0.0, 0.0, '100.', 0.0, 0.0, 0.0, 0.0, 'Lovas')\n",
" ('COv=0', 'Carbon Monoxide', 691.47308, 0.0, 691.47308, 1e-06, '6-5', 0.0, 6.0, -4.66687, '100.', 57.67, 82.97379, 80.73506, 116.15907, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 691.47308, 5e-07, '6-5', -2.8193, 6.0, -4.67011, --, 57.6704, 82.97436, 80.73546, 116.15965, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 691.47308, 5e-07, '6-5', -2.8193, 6.0, -4.67011, --, 57.6704, 82.97436, 80.73546, 116.15965, 'JPL')\n",
" ('COv=1', 'Carbon Monoxide', --, --, 799.30568, 1e-05, '7-6', -7.3676, 6.9, -4.70336, --, 2223.2714, 3198.77321, 2249.93337, 3237.13362, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 799.3057, 2.3e-05, --, --, '7-6', 0.0, 7.0, -4.47326, --, 2223.272, 3198.77408, 2249.93397, 3237.13448, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', 806.6518, 1e-06, --, --, '7-6', 0.0, 0.0, 0.0, '110.', 0.0, 0.0, 0.0, 0.0, 'Lovas')\n",
" ('COv=0', 'Carbon Monoxide', 806.6518, 0.0, 806.65181, 5e-06, '7-6', 0.0, 7.0, -4.46134, '110.', 80.735, 116.15899, 107.64201, 154.87195, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 806.65181, 5e-06, '7-6', -2.6716, 6.9, -4.46569, --, 80.7354, 116.15956, 107.64241, 154.87252, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 806.65181, 5e-06, '7-6', -2.6716, 6.9, -4.46569, --, 80.7354, 116.15956, 107.64241, 154.87252, 'JPL')\n",
" ('COv=1', 'Carbon Monoxide', --, --, 913.40414, 5e-06, '8-7', -7.2549, 7.9, -4.52766, --, 2249.9334, 3237.13366, 2280.40128, 3280.9699, 'CDMS')\n",
" ('COv=1', 'Carbon Monoxide', 913.40417, 2.5e-05, --, --, '8-7', 0.0, 8.0, -4.29577, --, 2249.934, 3237.13453, 2280.40188, 3280.97076, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 921.7997, 5e-06, '8-7', -2.559, 7.9, -4.28954, --, 107.6424, 154.87251, 138.39033, 199.11167, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 921.7997, 5e-06, '8-7', -2.559, 7.9, -4.28954, --, 107.6424, 154.87251, 138.39033, 199.11167, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 921.7997, 1e-06, 921.7997, 5e-06, '8-7', 0.0, 8.0, -4.28385, --, 107.642, 154.87194, 138.38993, 199.11109, 'SLAIM')],\n",
" mask = [ (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)],\n",
" fill_value = ('N/A', 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A'),\n",
" dtype = [('Species', 'S5'), ('Chemical Name', 'S15'), ('Freq-GHz', '<f8'), ('Freq Err', '<f8'), ('Meas Freq-GHz', '<f8'), ('Meas Freq Err', '<f8'), ('Resolved QNs', 'S3'), ('CDMS/JPL Intensity', '<f8'), ('S<sub>ij</sub>', '<f8'), ('Log<sub>10</sub> (A<sub>ij</sub>)', '<f8'), ('Lovas/AST Intensity', 'S7'), ('E_L (cm^-1)', '<f8'), ('E_L (K)', '<f8'), ('E_U (cm^-1)', '<f8'), ('E_U (K)', '<f8'), ('Linelist', 'S5')])"
]
}
],
"prompt_number": 15
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"print(Splatalogue.query_lines.__doc__)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"\n",
"Queries the service and returns a table object.\n",
"\n",
"The Splatalogue service returns lines with rest frequencies in the\n",
"range [min_frequency, max_frequency]\n",
"\n",
"Parameters\n",
"----------\n",
"min_frequency : `astropy.unit`\n",
"max_frequency : `astropy.unit`\n",
" Minimum and maximum frequency (or any spectral() equivalent)\n",
"\n",
"\n",
"\n",
"Other Parameters\n",
"----------------\n",
"chemical_name : str\n",
" Name of the chemical to search for. Treated as a regular expression.\n",
" An empty set ('', (), [], {}) will match *any* species.\n",
" Example:\n",
" \"H2CO\" - 13 species have H2CO somewhere in their formula\n",
" \"Formaldehyde\" - There are 8 isotopologues of Formaldehyde (e.g., H213CO)\n",
" \"formaldehyde\" - Thioformaldehyde,Cyanoformaldehyde\n",
" \"formaldehyde\",flags=re.I - Formaldehyde,thioformaldehyde, and Cyanoformaldehyde\n",
" \" H2CO \" - Just 1 species, H2CO. The spaces prevent including others.\n",
"chem_re_flags : int\n",
" See the `re` module\n",
"energy_min : None or float\n",
"energy_max : None or float\n",
" Energy range to include. See energy_type\n",
"energy_type : \"el_cm1\",\"eu_cm1\",\"eu_k\",\"el_k\"\n",
" Type of energy to restrict. L/U for lower/upper state energy,\n",
" cm/K for *inverse* cm, i.e. wavenumber, or K for Kelvin\n",
"intensity_lower_limit : None or float\n",
" Lower limit on the intensity. See intensity_type\n",
"intensity_type : None or 'sij','cdms_jpl','aij'\n",
" The type of intensity on which to place a lower limit\n",
"transition : str\n",
" e.g. 1-0\n",
"version : 'v1.0' or 'v2.0'\n",
" Data version\n",
"exclude : list\n",
" Types of lines to exclude. Default is:\n",
" ('potential','atmospheric','probable')\n",
" Can also exclude 'known'\n",
"only_NRAO_recommended : bool\n",
" Show only NRAO recommended species?\n",
"line_lists : list\n",
" Options:\n",
" Lovas, SLAIM, JPL, CDMS, ToyoMA, OSU, Recomb, Lisa, RFI\n",
"line_strengths : list\n",
" CDMS/JPL Intensity : ls1\n",
" Sij : ls3\n",
" Aij : ls4\n",
" Lovas/AST : ls5\n",
"energy_levels : list\n",
" E_lower (cm^-1) : el1\n",
" E_lower (K) : el2\n",
" E_upper (cm^-1) : el3\n",
" E_upper (K) : el4\n",
"export : bool\n",
" Set up arguments for the export server (as opposed to the HTML\n",
" server)?\n",
"export_limit : int\n",
" Maximum number of lines in output file\n",
"noHFS : bool\n",
" No HFS Display\n",
"displayHFS : bool\n",
" Display HFS Intensity\n",
"show_unres_qn : bool\n",
" Display Unresolved Quantum Numbers\n",
"show_upper_degeneracy : bool\n",
" Display Upper State Degeneracy\n",
"show_molecule_tag : bool\n",
" Display Molecule Tag\n",
"show_qn_code : bool\n",
" Display Quantum Number Code\n",
"show_lovas_labref : bool\n",
" Display Lab Ref\n",
"show_lovas_obsref : bool\n",
" Display Obs Ref\n",
"show_orderedfreq_only : bool\n",
" Display Ordered Frequency ONLY\n",
"show_nrao_recommended : bool\n",
" Display NRAO Recommended Frequencies\n",
"\n",
"Returns\n",
"-------\n",
"An `astropy.table.Table` object\n",
"\n"
]
}
],
"prompt_number": 16
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# find all CO lines *you might expect to see* between 100 and 1000 GHz\n",
"# by selecting lines with an upper state energy <= 300 K\n",
"table2 = Splatalogue.query_lines(100*u.GHz, 1000*u.GHz,\n",
" chemical_name=\" CO \", energy_max=300,\n",
" energy_type='eu_k')\n",
"table2"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4464173776\"><thead><tr><th>Species</th><th>Chemical Name</th><th>Freq-GHz</th><th>Freq Err</th><th>...</th><th>E_U (cm^-1)</th><th>E_U (K)</th><th>Linelist</th></tr></thead><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>3.84503</td><td>5.53211</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>3.84503</td><td>5.53211</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>115.2712</td><td>0.0</td><td>...</td><td>3.84503</td><td>5.53211</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>11.53492</td><td>16.59608</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>11.53492</td><td>16.59608</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>230.538</td><td>0.0</td><td>...</td><td>11.53492</td><td>16.59608</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>23.06951</td><td>33.19169</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>23.06951</td><td>33.19169</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>345.79599</td><td>0.0</td><td>...</td><td>23.06951</td><td>33.19169</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>461.04077</td><td>0.0</td><td>...</td><td>38.44766</td><td>55.31729</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>38.44816</td><td>55.31801</td><td>CDMS</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>57.67033</td><td>82.97426</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>576.26793</td><td>0.0</td><td>...</td><td>57.67023</td><td>82.97412</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>691.47308</td><td>0.0</td><td>...</td><td>80.73506</td><td>116.15907</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>80.73546</td><td>116.15965</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>80.73546</td><td>116.15965</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>806.6518</td><td>0.0</td><td>...</td><td>107.64201</td><td>154.87195</td><td>SLAIM</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>107.64241</td><td>154.87252</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>107.64241</td><td>154.87252</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>138.39033</td><td>199.11167</td><td>CDMS</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>--</td><td>--</td><td>...</td><td>138.39033</td><td>199.11167</td><td>JPL</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>921.7997</td><td>1e-06</td><td>...</td><td>138.38993</td><td>199.11109</td><td>SLAIM</td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 17,
"text": [
"<Table rows=24 names=('Species','Chemical Name','Freq-GHz','Freq Err','Meas Freq-GHz','Meas Freq Err','Resolved QNs','CDMS/JPL Intensity','S<sub>ij</sub>','Log<sub>10</sub> (A<sub>ij</sub>)','Lovas/AST Intensity','E_L (cm^-1)','E_L (K)','E_U (cm^-1)','E_U (K)','Linelist')>\n",
"masked_array(data = [ ('COv=0', 'Carbon Monoxide', --, --, 115.2712, 5e-07, '1-0', -5.0105, 1.0, -7.14246, --, 0.0, 0.0, 3.84503, 5.53211, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 115.2712, 5e-07, '1-0', -5.0105, 1.0, -7.14246, --, 0.0, 0.0, 3.84503, 5.53211, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 115.2712, 0.0, 115.2712, 1e-06, '1-0', 0.0, 1.0, -7.14236, 60.0, 0.0, 0.0, 3.84503, 5.53211, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 230.538, 5e-07, '2-1', -4.1197, 2.0, -6.1605, --, 3.845, 5.53207, 11.53492, 16.59608, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 230.538, 5e-07, '2-1', -4.1197, 2.0, -6.1605, --, 3.845, 5.53207, 11.53492, 16.59608, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 230.538, 0.0, 230.538, 1e-06, '2-1', 0.0, 2.0, -6.16011, 70.0, 3.845, 5.53207, 11.53492, 16.59608, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 345.79599, 5e-07, '3-2', -3.6118, 3.0, -5.60266, --, 11.535, 16.5962, 23.06951, 33.19169, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 345.79599, 5e-07, '3-2', -3.6118, 3.0, -5.60266, --, 11.535, 16.5962, 23.06951, 33.19169, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 345.79599, 0.0, 345.79599, 1e-06, '3-2', 0.0, 3.0, -5.60192, 70.0, 11.535, 16.5962, 23.06951, 33.19169, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', 461.04077, 0.0, 461.04077, 1e-06, '4-3', 0.0, 4.0, -5.21137, 60.0, 23.069, 33.19095, 38.44766, 55.31729, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 461.04077, 5e-07, '4-3', -3.2657, 4.0, -5.2128, --, 23.0695, 33.19167, 38.44816, 55.31801, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 461.04077, 5e-07, '4-3', -3.2657, 4.0, -5.2128, --, 23.0695, 33.19167, 38.44816, 55.31801, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 576.26793, 5e-07, '5-4', -3.0118, 5.0, -4.91318, --, 38.4481, 55.31792, 57.67033, 82.97426, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 576.26793, 5e-07, '5-4', -3.0118, 5.0, -4.91318, --, 38.4481, 55.31792, 57.67033, 82.97426, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 576.26793, 0.0, 576.26793, 1e-06, '5-4', 0.0, 5.0, -4.91095, --, 38.448, 55.31778, 57.67023, 82.97412, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', 691.47308, 0.0, 691.47308, 1e-06, '6-5', 0.0, 6.0, -4.66687, 100.0, 57.67, 82.97379, 80.73506, 116.15907, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 691.47308, 5e-07, '6-5', -2.8193, 6.0, -4.67011, --, 57.6704, 82.97436, 80.73546, 116.15965, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 691.47308, 5e-07, '6-5', -2.8193, 6.0, -4.67011, --, 57.6704, 82.97436, 80.73546, 116.15965, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 806.6518, 0.0, 806.65181, 5e-06, '7-6', 0.0, 7.0, -4.46134, 110.0, 80.735, 116.15899, 107.64201, 154.87195, 'SLAIM')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 806.65181, 5e-06, '7-6', -2.6716, 6.9, -4.46569, --, 80.7354, 116.15956, 107.64241, 154.87252, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 806.65181, 5e-06, '7-6', -2.6716, 6.9, -4.46569, --, 80.7354, 116.15956, 107.64241, 154.87252, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 921.7997, 5e-06, '8-7', -2.559, 7.9, -4.28954, --, 107.6424, 154.87251, 138.39033, 199.11167, 'CDMS')\n",
" ('COv=0', 'Carbon Monoxide', --, --, 921.7997, 5e-06, '8-7', -2.559, 7.9, -4.28954, --, 107.6424, 154.87251, 138.39033, 199.11167, 'JPL')\n",
" ('COv=0', 'Carbon Monoxide', 921.7997, 1e-06, 921.7997, 5e-06, '8-7', 0.0, 8.0, -4.28385, --, 107.642, 154.87194, 138.38993, 199.11109, 'SLAIM')],\n",
" mask = [ (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)],\n",
" fill_value = ('N/A', 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 1e+20, 1e+20, 1e+20, 1e+20, 'N/A'),\n",
" dtype = [('Species', 'S5'), ('Chemical Name', 'S15'), ('Freq-GHz', '<f8'), ('Freq Err', '<f8'), ('Meas Freq-GHz', '<f8'), ('Meas Freq Err', '<f8'), ('Resolved QNs', 'S3'), ('CDMS/JPL Intensity', '<f8'), ('S<sub>ij</sub>', '<f8'), ('Log<sub>10</sub> (A<sub>ij</sub>)', '<f8'), ('Lovas/AST Intensity', '<f8'), ('E_L (cm^-1)', '<f8'), ('E_L (K)', '<f8'), ('E_U (cm^-1)', '<f8'), ('E_U (K)', '<f8'), ('Linelist', 'S5')])"
]
}
],
"prompt_number": 17
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"print(len(table2))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"24\n"
]
}
],
"prompt_number": 18
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"table2.pprint(max_lines=100,max_width=70)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"\u001b[0;31mSpecies Chemical Name Freq-GHz ... E_U (cm^-1) E_U (K) Linelist\u001b[0m\n",
"\u001b[0;31m------- --------------- --------- ... ----------- --------- --------\u001b[0m\n",
" COv=0 Carbon Monoxide -- ... 3.84503 5.53211 CDMS\n",
" COv=0 Carbon Monoxide -- ... 3.84503 5.53211 JPL\n",
" COv=0 Carbon Monoxide 115.2712 ... 3.84503 5.53211 SLAIM\n",
" COv=0 Carbon Monoxide -- ... 11.53492 16.59608 CDMS\n",
" COv=0 Carbon Monoxide -- ... 11.53492 16.59608 JPL\n",
" COv=0 Carbon Monoxide 230.538 ... 11.53492 16.59608 SLAIM\n",
" COv=0 Carbon Monoxide -- ... 23.06951 33.19169 CDMS\n",
" COv=0 Carbon Monoxide -- ... 23.06951 33.19169 JPL\n",
" COv=0 Carbon Monoxide 345.79599 ... 23.06951 33.19169 SLAIM\n",
" COv=0 Carbon Monoxide 461.04077 ... 38.44766 55.31729 SLAIM\n",
" COv=0 Carbon Monoxide -- ... 38.44816 55.31801 CDMS\n",
" COv=0 Carbon Monoxide -- ... 38.44816 55.31801 JPL\n",
" COv=0 Carbon Monoxide -- ... 57.67033 82.97426 CDMS\n",
" COv=0 Carbon Monoxide -- ... 57.67033 82.97426 JPL\n",
" COv=0 Carbon Monoxide 576.26793 ... 57.67023 82.97412 SLAIM\n",
" COv=0 Carbon Monoxide 691.47308 ... 80.73506 116.15907 SLAIM\n",
" COv=0 Carbon Monoxide -- ... 80.73546 116.15965 CDMS\n",
" COv=0 Carbon Monoxide -- ... 80.73546 116.15965 JPL\n",
" COv=0 Carbon Monoxide 806.6518 ... 107.64201 154.87195 SLAIM\n",
" COv=0 Carbon Monoxide -- ... 107.64241 154.87252 CDMS\n",
" COv=0 Carbon Monoxide -- ... 107.64241 154.87252 JPL\n",
" COv=0 Carbon Monoxide -- ... 138.39033 199.11167 CDMS\n",
" COv=0 Carbon Monoxide -- ... 138.39033 199.11167 JPL\n",
" COv=0 Carbon Monoxide 921.7997 ... 138.38993 199.11109 SLAIM\n"
]
}
],
"prompt_number": 20
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"dir(utils)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 21,
"text": [
"['__builtins__',\n",
" '__doc__',\n",
" '__file__',\n",
" '__name__',\n",
" '__package__',\n",
" 'astropy',\n",
" 'clean_column_headings',\n",
" 'column_headings_map',\n",
" 'merge_frequencies',\n",
" 'minimize_table',\n",
" 'np']"
]
}
],
"prompt_number": 21
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"minitable2 = utils.minimize_table(table2)\n",
"minitable2"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4450160528\"><thead><tr><th>Species</th><th>Chemical Name</th><th>QNs</th><th>Freq</th><th>log10(Aij)</th><th>EU_K</th></tr></thead><tr><td>COv=0</td><td>Carbon Monoxide</td><td>1-0</td><td>115.2712</td><td>-7.14246</td><td>5.53211</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>1-0</td><td>115.2712</td><td>-7.14246</td><td>5.53211</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>1-0</td><td>115.2712</td><td>-7.14236</td><td>5.53211</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>2-1</td><td>230.538</td><td>-6.1605</td><td>16.59608</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>2-1</td><td>230.538</td><td>-6.1605</td><td>16.59608</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>2-1</td><td>230.538</td><td>-6.16011</td><td>16.59608</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>3-2</td><td>345.79599</td><td>-5.60266</td><td>33.19169</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>3-2</td><td>345.79599</td><td>-5.60266</td><td>33.19169</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>3-2</td><td>345.79599</td><td>-5.60192</td><td>33.19169</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>4-3</td><td>461.04077</td><td>-5.21137</td><td>55.31729</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>4-3</td><td>461.04077</td><td>-5.2128</td><td>55.31801</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>5-4</td><td>576.26793</td><td>-4.91318</td><td>82.97426</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>5-4</td><td>576.26793</td><td>-4.91095</td><td>82.97412</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>6-5</td><td>691.47308</td><td>-4.66687</td><td>116.15907</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>6-5</td><td>691.47308</td><td>-4.67011</td><td>116.15965</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>6-5</td><td>691.47308</td><td>-4.67011</td><td>116.15965</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>7-6</td><td>806.65181</td><td>-4.46134</td><td>154.87195</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>7-6</td><td>806.65181</td><td>-4.46569</td><td>154.87252</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>7-6</td><td>806.65181</td><td>-4.46569</td><td>154.87252</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>8-7</td><td>921.7997</td><td>-4.28954</td><td>199.11167</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>8-7</td><td>921.7997</td><td>-4.28954</td><td>199.11167</td></tr><tr><td>COv=0</td><td>Carbon Monoxide</td><td>8-7</td><td>921.7997</td><td>-4.28385</td><td>199.11109</td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 22,
"text": [
"<Table rows=24 names=('Species','Chemical Name','QNs','Freq','log10(Aij)','EU_K')>\n",
"masked_array(data = [('COv=0', 'Carbon Monoxide', '1-0', 115.2712, -7.14246, 5.53211)\n",
" ('COv=0', 'Carbon Monoxide', '1-0', 115.2712, -7.14246, 5.53211)\n",
" ('COv=0', 'Carbon Monoxide', '1-0', 115.2712, -7.14236, 5.53211)\n",
" ('COv=0', 'Carbon Monoxide', '2-1', 230.538, -6.1605, 16.59608)\n",
" ('COv=0', 'Carbon Monoxide', '2-1', 230.538, -6.1605, 16.59608)\n",
" ('COv=0', 'Carbon Monoxide', '2-1', 230.538, -6.16011, 16.59608)\n",
" ('COv=0', 'Carbon Monoxide', '3-2', 345.79599, -5.60266, 33.19169)\n",
" ('COv=0', 'Carbon Monoxide', '3-2', 345.79599, -5.60266, 33.19169)\n",
" ('COv=0', 'Carbon Monoxide', '3-2', 345.79599, -5.60192, 33.19169)\n",
" ('COv=0', 'Carbon Monoxide', '4-3', 461.04077, -5.21137, 55.31729)\n",
" ('COv=0', 'Carbon Monoxide', '4-3', 461.04077, -5.2128, 55.31801)\n",
" ('COv=0', 'Carbon Monoxide', '4-3', 461.04077, -5.2128, 55.31801)\n",
" ('COv=0', 'Carbon Monoxide', '5-4', 576.26793, -4.91318, 82.97426)\n",
" ('COv=0', 'Carbon Monoxide', '5-4', 576.26793, -4.91318, 82.97426)\n",
" ('COv=0', 'Carbon Monoxide', '5-4', 576.26793, -4.91095, 82.97412)\n",
" ('COv=0', 'Carbon Monoxide', '6-5', 691.47308, -4.66687, 116.15907)\n",
" ('COv=0', 'Carbon Monoxide', '6-5', 691.47308, -4.67011, 116.15965)\n",
" ('COv=0', 'Carbon Monoxide', '6-5', 691.47308, -4.67011, 116.15965)\n",
" ('COv=0', 'Carbon Monoxide', '7-6', 806.65181, -4.46134, 154.87195)\n",
" ('COv=0', 'Carbon Monoxide', '7-6', 806.65181, -4.46569, 154.87252)\n",
" ('COv=0', 'Carbon Monoxide', '7-6', 806.65181, -4.46569, 154.87252)\n",
" ('COv=0', 'Carbon Monoxide', '8-7', 921.7997, -4.28954, 199.11167)\n",
" ('COv=0', 'Carbon Monoxide', '8-7', 921.7997, -4.28954, 199.11167)\n",
" ('COv=0', 'Carbon Monoxide', '8-7', 921.7997, -4.28385, 199.11109)],\n",
" mask = [(False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)],\n",
" fill_value = ('N/A', 'N/A', 'N/A', 1e+20, 1e+20, 1e+20),\n",
" dtype = [('Species', 'S5'), ('Chemical Name', 'S15'), ('QNs', 'S3'), ('Freq', '<f8'), ('log10(Aij)', '<f8'), ('EU_K', '<f8')])"
]
}
],
"prompt_number": 22
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"table3 = Splatalogue.query_lines(0.1*u.GHz, 1000*u.GHz,\n",
" chemical_name='Ethylene Glycol')\n",
"utils.minimize_table(table3)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4464174736\"><thead><tr><th>Species</th><th>Chemical Name</th><th>...</th><th>log10(Aij)</th><th>EU_K</th></tr></thead><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-11.00167</td><td>67.4274</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.60752</td><td>106.46978</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.61521</td><td>166.35843</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.42186</td><td>225.1167</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.45422</td><td>309.1873</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.77228</td><td>88.16819</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.23008</td><td>31.8213</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.10543</td><td>12.56037</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.37322</td><td>406.56442</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.31197</td><td>116.47924</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-10.36801</td><td>617.11187</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-6.20913</td><td>235.09591</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-5.65762</td><td>133.20858</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-5.65777</td><td>133.20849</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-4.74163</td><td>1002.72286</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-6.12663</td><td>605.64647</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-6.12687</td><td>605.64652</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-4.86602</td><td>254.49938</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-5.02142</td><td>364.72912</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-4.86899</td><td>254.19729</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-6.18188</td><td>583.71061</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>...</td><td>-4.80444</td><td>641.26927</td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 23,
"text": [
"<Table rows=10000 names=('Species','Chemical Name','QNs','Freq','log10(Aij)','EU_K')>\n",
"masked_array(data = [ (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', '15(4,12)v=1-15(4,11)v=0', 1.52169, -11.00167, 67.4274)\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', '19(5,15)v=1-19(5,14)v=0', 2.0724, -10.60752, 106.46978)\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', '24(6,19)v=1-24(6,18)v=0', 2.15118, -10.61521, 166.35843)\n",
" ...,\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', '29(9,20)v=0-29(8,21)v=0', 166.36008, -4.86899, 254.19729)\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', '44(14,30)v=1-43(15,28)v=0', 166.37306, -6.18188, 583.71061)\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', '48(11,37)v=1-48(10,38)v=1', 166.40893, -4.80444, 641.26927)],\n",
" mask = [(False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False) ...,\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)\n",
" (False, False, False, False, False, False)],\n",
" fill_value = ('N/A', 'N/A', 'N/A', 1e+20, 1e+20, 1e+20),\n",
" dtype = [('Species', 'S13'), ('Chemical Name', 'S15'), ('QNs', 'S25'), ('Freq', '<f8'), ('log10(Aij)', '<f8'), ('EU_K', '<f8')])"
]
}
],
"prompt_number": 23
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"table2.write('test.csv',format='ascii.csv')"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 26
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cat test.csv"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Species,Chemical Name,Freq-GHz,Freq Err,Meas Freq-GHz,Meas Freq Err,Resolved QNs,CDMS/JPL Intensity,S<sub>ij</sub>,Log<sub>10</sub> (A<sub>ij</sub>),Lovas/AST Intensity,E_L (cm^-1),E_L (K),E_U (cm^-1),E_U (K),Linelist\r\n",
"COv=0,Carbon Monoxide,--,--,115.2712,5e-07,1-0,-5.0105,1.0,-7.14246,--,0.0,0.0,3.84503,5.53211,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,115.2712,5e-07,1-0,-5.0105,1.0,-7.14246,--,0.0,0.0,3.84503,5.53211,JPL\r\n",
"COv=0,Carbon Monoxide,115.2712,0.0,115.2712,1e-06,1-0,0.0,1.0,-7.14236,60.0,0.0,0.0,3.84503,5.53211,SLAIM\r\n",
"COv=0,Carbon Monoxide,--,--,230.538,5e-07,2-1,-4.1197,2.0,-6.1605,--,3.845,5.53207,11.53492,16.59608,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,230.538,5e-07,2-1,-4.1197,2.0,-6.1605,--,3.845,5.53207,11.53492,16.59608,JPL\r\n",
"COv=0,Carbon Monoxide,230.538,0.0,230.538,1e-06,2-1,0.0,2.0,-6.16011,70.0,3.845,5.53207,11.53492,16.59608,SLAIM\r\n",
"COv=0,Carbon Monoxide,--,--,345.79599,5e-07,3-2,-3.6118,3.0,-5.60266,--,11.535,16.5962,23.06951,33.19169,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,345.79599,5e-07,3-2,-3.6118,3.0,-5.60266,--,11.535,16.5962,23.06951,33.19169,JPL\r\n",
"COv=0,Carbon Monoxide,345.79599,0.0,345.79599,1e-06,3-2,0.0,3.0,-5.60192,70.0,11.535,16.5962,23.06951,33.19169,SLAIM\r\n",
"COv=0,Carbon Monoxide,461.04077,0.0,461.04077,1e-06,4-3,0.0,4.0,-5.21137,60.0,23.069,33.19095,38.44766,55.31729,SLAIM\r\n",
"COv=0,Carbon Monoxide,--,--,461.04077,5e-07,4-3,-3.2657,4.0,-5.2128,--,23.0695,33.19167,38.44816,55.31801,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,461.04077,5e-07,4-3,-3.2657,4.0,-5.2128,--,23.0695,33.19167,38.44816,55.31801,JPL\r\n",
"COv=0,Carbon Monoxide,--,--,576.26793,5e-07,5-4,-3.0118,5.0,-4.91318,--,38.4481,55.31792,57.67033,82.97426,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,576.26793,5e-07,5-4,-3.0118,5.0,-4.91318,--,38.4481,55.31792,57.67033,82.97426,JPL\r\n",
"COv=0,Carbon Monoxide,576.26793,0.0,576.26793,1e-06,5-4,0.0,5.0,-4.91095,--,38.448,55.31778,57.67023,82.97412,SLAIM\r\n",
"COv=0,Carbon Monoxide,691.47308,0.0,691.47308,1e-06,6-5,0.0,6.0,-4.66687,100.0,57.67,82.97379,80.73506,116.15907,SLAIM\r\n",
"COv=0,Carbon Monoxide,--,--,691.47308,5e-07,6-5,-2.8193,6.0,-4.67011,--,57.6704,82.97436,80.73546,116.15965,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,691.47308,5e-07,6-5,-2.8193,6.0,-4.67011,--,57.6704,82.97436,80.73546,116.15965,JPL\r\n",
"COv=0,Carbon Monoxide,806.6518,0.0,806.65181,5e-06,7-6,0.0,7.0,-4.46134,110.0,80.735,116.15899,107.64201,154.87195,SLAIM\r\n",
"COv=0,Carbon Monoxide,--,--,806.65181,5e-06,7-6,-2.6716,6.9,-4.46569,--,80.7354,116.15956,107.64241,154.87252,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,806.65181,5e-06,7-6,-2.6716,6.9,-4.46569,--,80.7354,116.15956,107.64241,154.87252,JPL\r\n",
"COv=0,Carbon Monoxide,--,--,921.7997,5e-06,8-7,-2.559,7.9,-4.28954,--,107.6424,154.87251,138.39033,199.11167,CDMS\r\n",
"COv=0,Carbon Monoxide,--,--,921.7997,5e-06,8-7,-2.559,7.9,-4.28954,--,107.6424,154.87251,138.39033,199.11167,JPL\r\n",
"COv=0,Carbon Monoxide,921.7997,1e-06,921.7997,5e-06,8-7,0.0,8.0,-4.28385,--,107.642,154.87194,138.38993,199.11109,SLAIM\r\n"
]
}
],
"prompt_number": 27
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pwd"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 28,
"text": [
"u'/Users/adam/repos/astroquery/docs/splatalogue'"
]
}
],
"prompt_number": 28
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"table4 = Splatalogue.query_lines(218.40*u.GHz, 218.50*u.GHz, energy_max=300, energy_type='eu_k', line_lists='JPL')\n",
"table4"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4476894480\"><thead><tr><th>Species</th><th>Chemical Name</th><th>Freq-GHz</th><th>...</th><th>E_U (K)</th><th>Linelist</th></tr></thead><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.4018</td><td>...</td><td>13.21236</td><td>SLAIM</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40201</td><td>...</td><td>13.21237</td><td>SLAIM</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40232</td><td>...</td><td>13.21238</td><td>SLAIM</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40243</td><td>...</td><td>203.51976</td><td>SLAIM</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40244</td><td>...</td><td>203.51934</td><td>CDMS</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40244</td><td>...</td><td>203.51932</td><td>JPL</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40245</td><td>...</td><td>203.51976</td><td>SLAIM</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40245</td><td>...</td><td>203.51976</td><td>SLAIM</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40245</td><td>...</td><td>203.51934</td><td>CDMS</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40245</td><td>...</td><td>203.51976</td><td>SLAIM</td></tr><tr><td>CH2CHCNv=0</td><td>Vinyl Cyanide</td><td>218.40245</td><td>...</td><td>203.51933</td><td>JPL</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49192</td><td>...</td><td>263.83436</td><td>SLAIM</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49241</td><td>...</td><td>263.8351</td><td>JPL</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49441</td><td>...</td><td>263.83448</td><td>SLAIM</td></tr><tr><td>CH3O13CHO(TopModel)</td><td>Methyl Formate</td><td>218.49486</td><td>...</td><td>53.28254</td><td>TopModel</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49503</td><td>...</td><td>263.83508</td><td>JPL</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>218.49673</td><td>...</td><td>259.46246</td><td>CDMS</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.4981</td><td>...</td><td>31.48833</td><td>JPL</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.49825</td><td>...</td><td>31.48834</td><td>CDMS</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.49842</td><td>...</td><td>31.48763</td><td>JPL</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.49856</td><td>...</td><td>31.48764</td><td>CDMS</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>218.49857</td><td>...</td><td>259.4624</td><td>CDMS</td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 34,
"text": [
"<Table rows=130 names=('Species','Chemical Name','Freq-GHz','Freq Err','Meas Freq-GHz','Meas Freq Err','Resolved QNs','CDMS/JPL Intensity','S<sub>ij</sub>','Log<sub>10</sub> (A<sub>ij</sub>)','Lovas/AST Intensity','E_L (cm^-1)','E_L (K)','E_U (cm^-1)','E_U (K)','Linelist')>\n",
"masked_array(data = [ ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4018, 3e-06, --, --, 'J=4(2,2)-3(0,3),F=4-4', 0.0, 0.0, 0.0, --, 1.898, 2.73078, 9.1831, 13.21236, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40201, 3e-06, --, --, 'J=4(2,2)-3(0,3),F=3-2', 0.0, 0.0, 0.0, --, 1.898, 2.73078, 9.18311, 13.21237, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40232, 3e-06, --, --, 'J=4(2,2)-3(0,3),F=5-4', 0.0, 0.0, 0.0, --, 1.898, 2.73078, 9.18312, 13.21238, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40243, 3e-06, --, --, 'J=23(6,18)-22(6,17),F=23-22', 0.0, 0.0, 0.0, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40244, 1.2e-06, --, --, '23(6,18)-22(6,17)', -2.9734, 64.307, -2.55783, --, 134.16871, 193.03774, 141.45383, 203.51934, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40244, 1.6e-06, --, --, '23(6,18)-22(6,17)', -2.8908, 64.307, -3.09426, '0.4b', 134.1687, 193.03772, 141.45382, 203.51932, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40245, 3e-06, --, --, 'J=23(6,17)-22(6,16),F=23-22', 0.0, 0.0, 0.0, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40245, 3e-06, --, --, '23(6,18)-22(6,17)', 0.0, 21.4349, -3.09427, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40245, 1.2e-06, --, --, '23(6,17)-22(6,16)', -2.9734, 64.307, -2.55783, --, 134.16871, 193.03774, 141.45383, 203.51934, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40245, 3e-06, --, --, 'J=23(6,18)-22(6,17),F=22-21', 0.0, 0.0, 0.0, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40245, 1.6e-06, --, --, '23(6,17)-22(6,16)', -2.8908, 64.307, -3.09426, '0.4b', 134.1687, 193.03772, 141.45382, 203.51933, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40245, 3e-06, --, --, 'J=23(6,18)-22(6,17),F=24-23', 0.0, 0.0, 0.0, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40246, 3e-06, --, --, '23(6,17)-22(6,16)', 0.0, 21.4349, -3.09427, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40247, 3e-06, --, --, 'J=23(6,17)-22(6,16),F=22-21', 0.0, 0.0, 0.0, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40247, 3e-06, --, --, 'J=23(6,17)-22(6,16),F=24-23', 0.0, 0.0, 0.0, --, 134.169, 193.03815, 141.45412, 203.51976, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4025, 9e-07, --, --, '4(2,2)-3(0,3)', -7.486, 0.016, -7.24711, --, 1.8977, 2.73035, 9.18282, 13.21196, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4025, 3e-06, --, --, '4(2,2)-3(0,3)', 0.0, 0.0003, -8.49073, --, 1.898, 2.73078, 9.18312, 13.21239, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40307, 3e-06, --, --, 'J=4(2,2)-3(0,3),F=4-3', 0.0, 0.0, 0.0, --, 1.898, 2.73078, 9.18314, 13.21242, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40372, 3e-06, --, --, 'J=4(2,2)-3(0,3),F=3-3', 0.0, 0.0, 0.0, --, 1.898, 2.73078, 9.18316, 13.21245, 'SLAIM')\n",
" ('H2NCH2CN', 'Aminoacetonitrile', --, --, 218.4056, 5e-05, '24(4,21)-23(4,20)', -3.0659, 23.33, -3.41632, --, 97.3842, 140.11333, 104.66943, 150.59509, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40596, 1.1e-05, --, --, 'J=22(3,20)-23(1,23),F=23-24', 0.0, 0.0, 0.0, --, 86.403, 124.31393, 93.68824, 134.7957, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40597, 1.1e-05, --, --, 'J=22(3,20)-23(1,23),F=21-22', 0.0, 0.0, 0.0, --, 86.403, 124.31393, 93.68824, 134.7957, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40601, 2.4e-06, --, --, '22(3,20)-23(1,23)', -6.8502, 0.102, -7.13426, --, 86.4031, 124.31407, 93.68834, 134.79585, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40601, 2e-06, --, --, '22(3,20)-23(1,23)', -6.9328, 0.102, -6.54799, --, 86.40311, 124.31409, 93.68835, 134.79586, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40602, 7e-06, --, --, '22(3,20)-23(1,23)', 0.0, 0.0019, -8.38805, --, 86.403, 124.31393, 93.68824, 134.7957, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40614, 7e-06, --, --, 'J=22(3,20)-23(1,23),F=22-23', 0.0, 0.0, 0.0, --, 86.403, 124.31393, 93.68824, 134.79571, 'SLAIM')\n",
" ('t-CH2CHCHO', 'Propenal', 218.40646, 3.63e-05, --, --, '18(3,16)-18(2,17)', -4.4558, 7.246, -5.02568, --, 56.4204, 81.1759, 63.70566, 91.6577, 'JPL')\n",
" ('t-CH2CHCHO', 'Propenal', 218.40646, 2.6e-05, --, --, '18(3,16)-18(2,17)', 0.0, 9.488, -5.0425, --, 56.42, 81.17533, 63.70526, 91.65713, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', 218.40817, 7e-06, --, --, '3(1)E1+1-2(0)E1+1,F=3-2', 0.0, 0.51, -4.31527, --, 4.737, 6.81545, 12.02231, 17.29733, 'SLAIM')\n",
" ('CH3CH213CN', 'Ethyl Cyanide', 218.40871, 5.1e-06, --, --, '24(2,22)-23(2,21)', -2.7133, 23.833, -3.05836, --, 86.5168, 124.47766, 93.80213, 134.95957, 'CDMS')\n",
" ('CH3CH213CN', 'Ethyl Cyanide', 218.40872, 1e-05, --, --, '24(2,22)-23(2,21)', 0.0, 23.8316, -3.05837, --, 86.517, 124.47795, 93.80233, 134.95985, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40876, 6e-06, --, --, 'J=12(3,9)-13(1,12),F=12-12', 0.0, 0.0, 0.0, --, 30.947, 44.52557, 38.23233, 55.00748, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', --, --, 218.40887, 0.0001, 'N/A', -4.0976, 0.0, -4.3267, --, 4.7372, 6.81573, 12.02254, 17.29765, 'JPL')\n",
" ('CH3NH2', 'Methylamine', 218.40888, 7e-06, 218.40887, 0.0001, '3(1)E1+1-2(0)E1+1', 0.0, 1.72, -4.1289, --, 4.737, 6.81545, 12.02234, 17.29736, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', 218.40908, 7e-06, --, --, '3(1)E1+1-2(0)E1+1,F=4-3', 0.0, 0.74, -4.244, --, 4.737, 6.81545, 12.02234, 17.29737, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', 218.40956, 7e-06, --, --, '3(1)E1+1-2(0)E1+1,F=2-1', 0.0, 0.34, -4.40595, --, 4.737, 6.81545, 12.02236, 17.29739, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40997, 5e-06, --, --, 'J=12(3,9)-13(1,12),F=11-12', 0.0, 0.0, 0.0, --, 30.947, 44.52557, 38.23237, 55.00754, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.40998, 5e-06, --, --, 'J=12(3,9)-13(1,12),F=13-14', 0.0, 0.0, 0.0, --, 30.947, 44.52557, 38.23237, 55.00754, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.41002, 1.1e-06, --, --, '12(3,9)-13(1,12)', -7.1279, 0.041, -7.27218, --, 30.9469, 44.52543, 38.23227, 55.0074, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.41003, 4e-06, --, --, '12(3,9)-13(1,12)', 0.0, 0.0008, -8.50841, --, 30.947, 44.52557, 38.23237, 55.00754, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.41013, 4e-06, --, --, 'J=12(3,9)-13(1,12),F=12-13', 0.0, 0.0, 0.0, --, 30.947, 44.52557, 38.23238, 55.00755, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.41127, 5e-06, --, --, 'J=12(3,9)-13(1,12),F=13-13', 0.0, 0.0, 0.0, --, 30.947, 44.52557, 38.23242, 55.0076, 'SLAIM')\n",
" ('CH2CH13CN', 'Vinyl Cyanide', 218.4128, 0.000162, --, --, 'J=23(3,20)-22(3,19),F=23-22', 0.0, 0.0, 0.0, --, 93.421, 134.41121, 100.70647, 144.89331, 'SLAIM')\n",
" ('CH2CH13CN', 'Vinyl Cyanide', 218.41281, 0.000162, --, --, 'J=23(3,20)-22(3,19),F=22-21', 0.0, 0.0, 0.0, --, 93.421, 134.41121, 100.70647, 144.89331, 'SLAIM')\n",
" ('CH2CH13CN', 'Vinyl Cyanide', 218.41281, 0.000162, --, --, 'J=23(3,20)-22(3,19),F=24-23', 0.0, 0.0, 0.0, --, 93.421, 134.41121, 100.70647, 144.89331, 'SLAIM')\n",
" ('CH2CH13CN', 'Vinyl Cyanide', 218.41304, 2.8e-06, --, --, '23(3,20)-22(3,19)', -2.6055, 67.816, -2.5347, --, 93.41541, 134.40316, 100.70088, 144.88528, 'CDMS')\n",
" ('CH2CH13CN', 'Vinyl Cyanide', --, --, 218.4131, 5e-05, '23(3,20)-22(3,19)', -2.6055, 24.3, -3.07103, --, 93.415, 134.40257, 100.70048, 144.88469, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42179, 3e-06, --, --, 'J=23(8,16)-22(8,15),F=23-22', 0.0, 0.0, 0.0, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42179, 3e-06, --, --, 'J=23(8,15)-22(8,14),F=23-22', 0.0, 0.0, 0.0, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4218, 1.3e-06, --, --, '23(8,15)-22(8,14)', -3.086, 60.654, -2.58311, --, 176.07171, 253.32646, 183.35748, 263.80899, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4218, 1.3e-06, --, --, '23(8,16)-22(8,15)', -3.086, 60.654, -2.58311, --, 176.07171, 253.32646, 183.35748, 263.80899, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4218, 1.7e-06, --, --, '23(8,15)-22(8,14)', -3.0034, 60.654, -3.11955, '0.3', 176.0717, 253.32644, 183.35747, 263.80898, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4218, 1.7e-06, --, --, '23(8,16)-22(8,15)', -3.0034, 60.654, -3.11955, '0.3', 176.0717, 253.32644, 183.35747, 263.80898, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42182, 3e-06, --, --, '23(8,16)-22(8,15)', 0.0, 20.2175, -3.11955, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42182, 3e-06, --, --, '23(8,15)-22(8,14)', 0.0, 20.2175, -3.11955, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42183, 3e-06, --, --, 'J=23(8,16)-22(8,15),F=22-21', 0.0, 0.0, 0.0, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42183, 3e-06, --, --, 'J=23(8,15)-22(8,14),F=22-21', 0.0, 0.0, 0.0, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42184, 3e-06, --, --, 'J=23(8,16)-22(8,15),F=24-23', 0.0, 0.0, 0.0, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.42184, 3e-06, --, --, 'J=23(8,15)-22(8,14),F=24-23', 0.0, 0.0, 0.0, --, 176.072, 253.32688, 183.35777, 263.80941, 'SLAIM')\n",
" ('(CH3)2COv=0', 'Acetone', 218.42976, 0.0001955, --, --, '22(18,4)-21(19,2)EE', -6.4277, 4.371, -3.64283, --, 146.94507, 211.41996, 154.2311, 221.90288, 'JPL')\n",
" ('H2CCCHCN', 'Cyanoallene', 218.43954, 0.0401374, --, --, '33(9,25)-34(8,26)', -4.7267, 14.264, -4.81731, --, 152.3832, 219.24417, 159.66956, 229.72756, 'CDMS')\n",
" ('H2CCCHCN', 'Cyanoallene', 218.43954, 0.0401374, --, --, '33(9,24)-34(8,27)', -4.7267, 14.264, -4.81731, --, 152.3832, 219.24417, 159.66956, 229.72756, 'CDMS')\n",
" ('CH3OHvt=0', 'Methanol', --, --, 218.44005, 5e-05, '4(2,2)-3(1,2)', -3.82054, 0.0, -4.3291, '1.7', 24.31, 34.97647, 31.59638, 45.45988, 'CDMS')\n",
" ('CH3OHvt=0', 'Methanol', 218.44005, 1.5e-05, 218.44005, 5e-05, '4(2,2)-3(1,2)', -3.82059, 0.0, -4.32915, --, 24.31, 34.97647, 31.59638, 45.45988, 'SLAIM')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.44011, 7.74e-05, --, --, '36(2,35)-36(0,36)', -5.198, 1.274, -5.49444, --, 190.6919, 274.36153, 197.97828, 284.84494, 'CDMS')\n",
" ('SiC2v=0', 'Silicon Carbide', 218.44067, 0.00266, --, --, '19(2,17)-20(0,20)', 0.0, 0.0047, -7.07714, --, 153.16, 220.36181, 160.4464, 230.84525, 'SLAIM')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.4411, 0.000911, --, --, '36(2,35)-36(0,36)', 0.0, 0.1299, -6.48596, --, 190.692, 274.36167, 197.97841, 284.84513, 'SLAIM')\n",
" ('SiC2v=0', 'Silicon Carbide', 218.44132, 0.0001992, --, --, '19(2,17)-20(0,20)', -6.1137, 0.005, -7.07961, --, 153.1595, 220.36109, 160.44592, 230.84456, 'CDMS')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.44882, 9e-06, --, --, '8(2,6)-8(1,7)', 0.0, 1.9566, -3.28677, --, 53.136, 76.45041, 60.42267, 86.93424, 'SLAIM')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.44882, 1.36e-05, --, --, '8(2,6)-8(1,7)', -3.3758, 1.956, -3.78457, --, 53.1362, 76.4507, 60.42287, 86.93453, 'JPL')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.44883, 3.8e-06, --, --, '8(2,6)-8(1,7)', -3.4013, 1.958, -3.82561, --, 53.1362, 76.4507, 60.42287, 86.93453, 'CDMS')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.4494, 9e-06, --, --, '8(3,6)-8(2,7)', 0.0, 1.9566, -3.28677, --, 53.136, 76.45041, 60.42269, 86.93427, 'SLAIM')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', --, --, 218.44944, 5e-05, '8(3,6)-8(2,7)', -2.8987, 5.867, -3.78459, --, 53.1362, 76.4507, 60.42289, 86.93456, 'JPL')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', --, --, 218.44944, 2.3e-05, '8(3,6)-8(2,7)', -2.9242, 5.873, -3.82563, --, 53.1362, 76.4507, 60.42289, 86.93456, 'CDMS')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.44983, 7e-06, --, --, '8(-7,1)-9(-5,4)vt=0-0', 0.0, 0.0, -8.14645, --, 29.759, 42.81634, 37.0457, 53.30023, 'TopModel')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45129, 3e-06, --, --, 'J=23(5,19)-22(5,18),F=23-22', 0.0, 0.0, 0.0, --, 117.679, 169.31286, 124.96575, 179.79681, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4513, 1.1e-06, --, --, '23(5,19)-22(5,18)', -2.9293, 65.739, -2.54797, --, 117.67851, 169.31215, 124.96526, 179.7961, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4513, 1.5e-06, --, --, '23(5,19)-22(5,18)', -2.8467, 65.739, -3.08441, '0.2b', 117.6785, 169.31214, 124.96525, 179.79609, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.4513, 3e-06, --, --, '23(5,19)-22(5,18)', 0.0, 21.9131, -3.0844, --, 117.678, 169.31142, 124.96475, 179.79537, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45131, 3e-06, --, --, 'J=23(5,19)-22(5,18),F=22-21', 0.0, 0.0, 0.0, --, 117.679, 169.31286, 124.96575, 179.79681, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45131, 3e-06, --, --, 'J=23(5,19)-22(5,18),F=24-23', 0.0, 0.0, 0.0, --, 117.679, 169.31286, 124.96575, 179.79681, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45235, 3e-06, --, --, 'J=23(5,18)-22(5,17),F=23-22', 0.0, 0.0, 0.0, --, 117.679, 169.31286, 124.96579, 179.79686, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45236, 1.1e-06, --, --, '23(5,18)-22(5,17)', -2.9293, 65.738, -2.54797, --, 117.67861, 169.3123, 124.9654, 179.7963, 'CDMS')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45236, 1.5e-06, --, --, '23(5,18)-22(5,17)', -2.8467, 65.738, -3.08441, 'b', 117.6786, 169.31228, 124.96539, 179.79628, 'JPL')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45236, 3e-06, --, --, '23(5,18)-22(5,17)', 0.0, 21.9131, -3.08439, --, 117.679, 169.31286, 124.96579, 179.79686, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45237, 3e-06, --, --, 'J=23(5,18)-22(5,17),F=22-21', 0.0, 0.0, 0.0, --, 117.679, 169.31286, 124.96579, 179.79686, 'SLAIM')\n",
" ('CH2CHCNv=0', 'Vinyl Cyanide', 218.45237, 3e-06, --, --, 'J=23(5,18)-22(5,17),F=24-23', 0.0, 0.0, 0.0, --, 117.679, 169.31286, 124.96579, 179.79686, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45903, 1.4e-05, --, --, '10(1,9)-9(1,8),F=10-10', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26701, 60.81245, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45919, 1.1e-05, --, --, '10(1,9)-9(1,8),F=9-8', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26701, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45919, 1.1e-05, --, --, '10(1,9)-9(1,8),F=11-10', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26701, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.4592, 1.1e-05, --, --, '10(1,9)-9(1,8)', 0.0, 9.8917, -3.12193, '19.4f', 34.98, 50.32813, 42.26701, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', --, --, 218.45921, 1e-05, '10(1,9)-9(1,8)', -2.4549, 9.893, -3.1264, --, 34.9795, 50.32741, 42.26651, 60.81174, 'CDMS')\n",
" ('NH2CHO', 'Formamide', 218.45923, 1.1e-05, --, --, '10(1,9)-9(1,8),F=10-9', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26702, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45942, 1.5e-05, --, --, '10(1,9)-9(1,8),F=9-9', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26702, 60.81247, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45965, 0.0002118, --, --, '10(1,9)-9(1,8),F=-', -2.4541, 29.678, -3.1264, --, 34.9796, 50.32755, 42.26663, 60.8119, 'JPL')\n",
" ('t-CH3CH2OH', 'trans-Ethanol', 218.46115, 2.2e-05, 218.46123, 5e-05, '5(3,2)-4(2,3)', 0.0, 2.7057, -4.20953, --, 9.32, 13.40932, 16.60708, 23.89375, 'SLAIM')\n",
" ('t-CH3CH2OH', 'trans-Ethanol', --, --, 218.46123, 5e-05, '5(3,2)-4(2,3)', -4.4066, 2.8, -4.18028, --, 9.3203, 13.40976, 16.60738, 23.89418, 'JPL')\n",
" ('NH2CN', 'Cyanamide', --, --, 218.4618, 2e-05, '11(1,11)-10(1,10),v=0', -2.068, 0.0, -2.96756, --, 46.5151, 66.92447, 53.8022, 77.40892, 'JPL')\n",
" ('HCCCHO', '2-Propynal', 218.462, 6.6e-05, --, --, '3(2,1)-2(1,2)', 0.0, 1.6538, -4.20909, --, 3.03, 4.35947, 10.31711, 14.84393, 'SLAIM')\n",
" ('HCCCHO', '2-Propynal', 218.46203, 5.99e-05, --, --, '3(2,1)-2(1,2)', -5.0284, 1.654, -4.98627, --, 3.0305, 4.36019, 10.31761, 14.84465, 'JPL')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.46838, 4.4e-06, --, --, '22(14,8)v=0-21(14,7)v=1', -4.0661, 0.0, -3.82159, --, 146.0097, 210.07418, 153.29702, 220.55895, 'CDMS')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.46838, 4.4e-06, --, --, '22(14,9)v=0-21(14,8)v=1', -3.9569, 0.0, -3.82153, --, 146.0097, 210.07418, 153.29702, 220.55895, 'CDMS')\n",
" ('HCCCHO', '2-Propynal', 218.47065, 4.2e-05, --, --, '18(2,17)-18(1,18)', 0.0, 8.2794, -4.23263, --, 54.324, 78.15967, 61.6114, 88.64455, 'SLAIM')\n",
" ('CH2CH13CN', 'Vinyl Cyanide', 218.47096, 8.14e-05, --, --, '22(3,20)-23(1,23)', -6.6758, 0.0, -7.1377, --, 86.036, 123.7859, 93.32341, 134.27079, 'JPL')\n",
" ('HCCCHO', '2-Propynal', 218.47113, 0.0003133, --, --, '18(2,17)-18(1,18)', -4.4358, 8.277, -5.00992, --, 54.3244, 78.16024, 61.61181, 88.64515, 'JPL')\n",
" ('(CH3)2COv=0', 'Acetone', 218.47321, 0.000357, --, --, '18(12,6)-17(13,5)AA', 0.0, 0.899, -4.59657, --, 90.878, 130.75242, 98.16548, 141.23742, 'SLAIM')\n",
" ('(CH3)2COv=0', 'Acetone', 218.47323, 0.0001806, --, --, '18(12,6)-17(13,5)AA', -6.2193, 5.396, -3.59251, --, 90.87732, 130.75144, 98.1648, 141.23644, 'JPL')\n",
" ('H2CO', 'Formaldehyde', --, --, 218.47563, 1e-05, '3(2,2)-2(2,1)', -3.0914, 1.668, -3.80373, '1.8', 40.0402, 57.60858, 47.32776, 68.0937, 'CDMS')\n",
" ('H2CO', 'Formaldehyde', --, --, 218.47563, 1e-05, '3(2,2)-2(2,1)', -3.0917, 1.667, -3.80403, --, 40.0402, 57.60858, 47.32776, 68.0937, 'JPL')\n",
" ('H2CO', 'Formaldehyde', 218.47564, 1e-05, 218.47563, 1e-05, '3(2,2)-2(2,1)', 0.0, 1.6667, -3.59547, --, 40.04, 57.6083, 47.32756, 68.09341, 'SLAIM')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.48084, 6e-06, --, --, '8(7,1)-9(5,4)--vt=0-0', 0.0, 0.0, -8.14626, --, 29.7457, 42.79721, 37.03344, 53.28258, 'TopModel')\n",
" ('SiN', 'Silicon Mononitride', 218.48338, 0.0001023, --, --, 'N=5-4,J=11/2-9/2,F=9/2-11/2', -6.5711, 0.002, -7.71666, --, 14.5973, 21.00214, 21.88512, 31.48763, 'JPL')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.48418, 1.1e-05, --, --, '24(2,22)-23(2,21)', 0.0, 23.8277, -3.05799, --, 86.515, 124.47507, 93.80285, 134.9606, 'SLAIM')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.48419, 6.1e-06, --, --, '24(2,22)-23(2,21)', -2.7178, 23.827, -3.05801, --, 86.5149, 124.47493, 93.80275, 134.96045, 'CDMS')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.48777, 1e-05, --, --, '7(5,3)-7(3,5)vt=0-0', 0.0, 0.0, -7.13762, --, 15.5306, 22.34496, 22.81857, 32.83066, 'TopModel')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48943, 1e-05, --, --, '23(3,21)-23(2,22)EA', 0.0, 9.687, -3.77039, 'b', 176.087, 253.34846, 183.37502, 263.83424, 'SLAIM')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48943, 1e-05, --, --, '23(3,21)-23(2,22)AE', 0.0, 9.687, -4.07142, 'b', 176.087, 253.34846, 183.37502, 263.83424, 'SLAIM')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48979, 0.0001253, --, --, '23(3,21)-23(2,22)EA', -4.815, 7.67, -4.17282, --, 176.0876, 253.34932, 183.37563, 263.83512, 'JPL')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48979, 0.0001252, --, --, '23(3,21)-23(2,22)AE', -5.116, 7.67, -4.17279, --, 176.0876, 253.34932, 183.37563, 263.83512, 'JPL')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49192, 8e-06, --, --, '23(3,21)-23(2,22)EE', 0.0, 9.687, -3.16832, '11.2fb', 176.087, 253.34846, 183.37511, 263.83436, 'SLAIM')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49241, 0.0001248, --, --, '23(3,21)-23(2,22)EE', -4.2129, 7.67063, -4.17278, --, 176.0875, 253.34918, 183.37562, 263.8351, 'JPL')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49441, 1.2e-05, --, --, '23(3,21)-23(2,22)AA', 0.0, 9.687, -3.59427, 'b', 176.087, 253.34846, 183.37519, 263.83448, 'SLAIM')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.49486, 6e-06, --, --, '8(7,2)-9(5,5)++vt=0-0', 0.0, 0.0, -8.14618, --, 29.7452, 42.79649, 37.0334, 53.28254, 'TopModel')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49503, 0.0001277, --, --, '23(3,21)-23(2,22)AA', -4.6389, 7.67, -4.1728, --, 176.0874, 253.34903, 183.37561, 263.83508, 'JPL')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.49673, 4.1e-06, --, --, '28(11,18)v=1-28(10,18)v=0', -5.4791, 0.0, -5.28088, --, 173.0482, 248.97633, 180.33647, 259.46246, 'CDMS')\n",
" ('SiN', 'Silicon Mononitride', 218.4981, 7.59e-05, --, --, 'N=5-4,J=11/2-9/2,F=11/2-11/2', -4.5021, 0.185, -5.72681, --, 14.5973, 21.00214, 21.88561, 31.48833, 'JPL')\n",
" ('SiN', 'Silicon Mononitride', 218.49825, 4.45e-05, --, --, 'N=5-4,J=11/2-9/2,F=11/2-11/2', -3.6871, 0.185, -4.91181, --, 14.5973, 21.00214, 21.88562, 31.48834, 'CDMS')\n",
" ('SiN', 'Silicon Mononitride', 218.49842, 6.55e-05, --, --, 'N=5-4,J=11/2-9/2,F=9/2-9/2', -4.5042, 0.184, -5.64973, --, 14.5968, 21.00142, 21.88512, 31.48763, 'JPL')\n",
" ('SiN', 'Silicon Mononitride', 218.49856, 4.19e-05, --, --, 'N=5-4,J=11/2-9/2,F=9/2-9/2', -3.6892, 0.184, -4.83473, --, 14.5968, 21.00142, 21.88513, 31.48764, 'CDMS')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.49857, 4.1e-06, --, --, '28(11,17)v=1-28(10,19)v=0', -5.3696, 0.0, -5.28052, --, 173.0481, 248.97618, 180.33643, 259.4624, 'CDMS')],\n",
" mask = [ (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
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" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
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" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
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" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)],\n",
" fill_value = ('N/A', 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A'),\n",
" dtype = [('Species', 'S19'), ('Chemical Name', 'S19'), ('Freq-GHz', '<f8'), ('Freq Err', '<f8'), ('Meas Freq-GHz', '<f8'), ('Meas Freq Err', '<f8'), ('Resolved QNs', 'S28'), ('CDMS/JPL Intensity', '<f8'), ('S<sub>ij</sub>', '<f8'), ('Log<sub>10</sub> (A<sub>ij</sub>)', '<f8'), ('Lovas/AST Intensity', 'S6'), ('E_L (cm^-1)', '<f8'), ('E_L (K)', '<f8'), ('E_U (cm^-1)', '<f8'), ('E_U (K)', '<f8'), ('Linelist', 'S8')])"
]
}
],
"prompt_number": 34
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"len(table4)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 35,
"text": [
"130"
]
}
],
"prompt_number": 35
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"np.unique(table4['Chemical Name'])"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 37,
"text": [
"<MaskedColumn name='Chemical Name' unit=None format=None description=None>\n",
"masked_array(data = ['2-Propynal' 'Acetone' 'Aminoacetonitrile' 'Cyanamide' 'Cyanoallene'\n",
" 'Cyclopropenylidene' 'Dimethyl ether' 'Ethyl Cyanide' 'Ethylene Glycol'\n",
" 'Formaldehyde' 'Formamide' 'Methanol' 'Methyl Formate' 'Methylamine'\n",
" 'Propenal' 'Silicon Carbide' 'Silicon Mononitride' 'Vinyl Cyanide'\n",
" 'trans-Ethanol'],\n",
" mask = [False False False False False False False False False False False False\n",
" False False False False False False False],\n",
" fill_value = N/A)"
]
}
],
"prompt_number": 37
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"table4[True - (table4['Chemical Name'] == 'Vinyl Cyanide')]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4407123600\"><thead><tr><th>Species</th><th>Chemical Name</th><th>Freq-GHz</th><th>...</th><th>E_U (K)</th><th>Linelist</th></tr></thead><tr><td>H2NCH2CN</td><td>Aminoacetonitrile</td><td>--</td><td>...</td><td>150.59509</td><td>CDMS</td></tr><tr><td>t-CH2CHCHO</td><td>Propenal</td><td>218.40646</td><td>...</td><td>91.6577</td><td>JPL</td></tr><tr><td>t-CH2CHCHO</td><td>Propenal</td><td>218.40646</td><td>...</td><td>91.65713</td><td>SLAIM</td></tr><tr><td>CH3NH2</td><td>Methylamine</td><td>218.40817</td><td>...</td><td>17.29733</td><td>SLAIM</td></tr><tr><td>CH3CH213CN</td><td>Ethyl Cyanide</td><td>218.40871</td><td>...</td><td>134.95957</td><td>CDMS</td></tr><tr><td>CH3CH213CN</td><td>Ethyl Cyanide</td><td>218.40872</td><td>...</td><td>134.95985</td><td>SLAIM</td></tr><tr><td>CH3NH2</td><td>Methylamine</td><td>--</td><td>...</td><td>17.29765</td><td>JPL</td></tr><tr><td>CH3NH2</td><td>Methylamine</td><td>218.40888</td><td>...</td><td>17.29736</td><td>SLAIM</td></tr><tr><td>CH3NH2</td><td>Methylamine</td><td>218.40908</td><td>...</td><td>17.29737</td><td>SLAIM</td></tr><tr><td>CH3NH2</td><td>Methylamine</td><td>218.40956</td><td>...</td><td>17.29739</td><td>SLAIM</td></tr><tr><td>(CH3)2COv=0</td><td>Acetone</td><td>218.42976</td><td>...</td><td>221.90288</td><td>JPL</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49192</td><td>...</td><td>263.83436</td><td>SLAIM</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49241</td><td>...</td><td>263.8351</td><td>JPL</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49441</td><td>...</td><td>263.83448</td><td>SLAIM</td></tr><tr><td>CH3O13CHO(TopModel)</td><td>Methyl Formate</td><td>218.49486</td><td>...</td><td>53.28254</td><td>TopModel</td></tr><tr><td>CH3OCH3</td><td>Dimethyl ether</td><td>218.49503</td><td>...</td><td>263.83508</td><td>JPL</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>218.49673</td><td>...</td><td>259.46246</td><td>CDMS</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.4981</td><td>...</td><td>31.48833</td><td>JPL</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.49825</td><td>...</td><td>31.48834</td><td>CDMS</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.49842</td><td>...</td><td>31.48763</td><td>JPL</td></tr><tr><td>SiN</td><td>Silicon Mononitride</td><td>218.49856</td><td>...</td><td>31.48764</td><td>CDMS</td></tr><tr><td>g&apos;Ga-(CH2OH)2</td><td>Ethylene Glycol</td><td>218.49857</td><td>...</td><td>259.4624</td><td>CDMS</td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 40,
"text": [
"<Table rows=68 names=('Species','Chemical Name','Freq-GHz','Freq Err','Meas Freq-GHz','Meas Freq Err','Resolved QNs','CDMS/JPL Intensity','S<sub>ij</sub>','Log<sub>10</sub> (A<sub>ij</sub>)','Lovas/AST Intensity','E_L (cm^-1)','E_L (K)','E_U (cm^-1)','E_U (K)','Linelist')>\n",
"masked_array(data = [ ('H2NCH2CN', 'Aminoacetonitrile', --, --, 218.4056, 5e-05, '24(4,21)-23(4,20)', -3.0659, 23.33, -3.41632, --, 97.3842, 140.11333, 104.66943, 150.59509, 'CDMS')\n",
" ('t-CH2CHCHO', 'Propenal', 218.40646, 3.63e-05, --, --, '18(3,16)-18(2,17)', -4.4558, 7.246, -5.02568, --, 56.4204, 81.1759, 63.70566, 91.6577, 'JPL')\n",
" ('t-CH2CHCHO', 'Propenal', 218.40646, 2.6e-05, --, --, '18(3,16)-18(2,17)', 0.0, 9.488, -5.0425, --, 56.42, 81.17533, 63.70526, 91.65713, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', 218.40817, 7e-06, --, --, '3(1)E1+1-2(0)E1+1,F=3-2', 0.0, 0.51, -4.31527, --, 4.737, 6.81545, 12.02231, 17.29733, 'SLAIM')\n",
" ('CH3CH213CN', 'Ethyl Cyanide', 218.40871, 5.1e-06, --, --, '24(2,22)-23(2,21)', -2.7133, 23.833, -3.05836, --, 86.5168, 124.47766, 93.80213, 134.95957, 'CDMS')\n",
" ('CH3CH213CN', 'Ethyl Cyanide', 218.40872, 1e-05, --, --, '24(2,22)-23(2,21)', 0.0, 23.8316, -3.05837, --, 86.517, 124.47795, 93.80233, 134.95985, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', --, --, 218.40887, 0.0001, 'N/A', -4.0976, 0.0, -4.3267, --, 4.7372, 6.81573, 12.02254, 17.29765, 'JPL')\n",
" ('CH3NH2', 'Methylamine', 218.40888, 7e-06, 218.40887, 0.0001, '3(1)E1+1-2(0)E1+1', 0.0, 1.72, -4.1289, --, 4.737, 6.81545, 12.02234, 17.29736, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', 218.40908, 7e-06, --, --, '3(1)E1+1-2(0)E1+1,F=4-3', 0.0, 0.74, -4.244, --, 4.737, 6.81545, 12.02234, 17.29737, 'SLAIM')\n",
" ('CH3NH2', 'Methylamine', 218.40956, 7e-06, --, --, '3(1)E1+1-2(0)E1+1,F=2-1', 0.0, 0.34, -4.40595, --, 4.737, 6.81545, 12.02236, 17.29739, 'SLAIM')\n",
" ('(CH3)2COv=0', 'Acetone', 218.42976, 0.0001955, --, --, '22(18,4)-21(19,2)EE', -6.4277, 4.371, -3.64283, --, 146.94507, 211.41996, 154.2311, 221.90288, 'JPL')\n",
" ('H2CCCHCN', 'Cyanoallene', 218.43954, 0.0401374, --, --, '33(9,25)-34(8,26)', -4.7267, 14.264, -4.81731, --, 152.3832, 219.24417, 159.66956, 229.72756, 'CDMS')\n",
" ('H2CCCHCN', 'Cyanoallene', 218.43954, 0.0401374, --, --, '33(9,24)-34(8,27)', -4.7267, 14.264, -4.81731, --, 152.3832, 219.24417, 159.66956, 229.72756, 'CDMS')\n",
" ('CH3OHvt=0', 'Methanol', --, --, 218.44005, 5e-05, '4(2,2)-3(1,2)', -3.82054, 0.0, -4.3291, '1.7', 24.31, 34.97647, 31.59638, 45.45988, 'CDMS')\n",
" ('CH3OHvt=0', 'Methanol', 218.44005, 1.5e-05, 218.44005, 5e-05, '4(2,2)-3(1,2)', -3.82059, 0.0, -4.32915, --, 24.31, 34.97647, 31.59638, 45.45988, 'SLAIM')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.44011, 7.74e-05, --, --, '36(2,35)-36(0,36)', -5.198, 1.274, -5.49444, --, 190.6919, 274.36153, 197.97828, 284.84494, 'CDMS')\n",
" ('SiC2v=0', 'Silicon Carbide', 218.44067, 0.00266, --, --, '19(2,17)-20(0,20)', 0.0, 0.0047, -7.07714, --, 153.16, 220.36181, 160.4464, 230.84525, 'SLAIM')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.4411, 0.000911, --, --, '36(2,35)-36(0,36)', 0.0, 0.1299, -6.48596, --, 190.692, 274.36167, 197.97841, 284.84513, 'SLAIM')\n",
" ('SiC2v=0', 'Silicon Carbide', 218.44132, 0.0001992, --, --, '19(2,17)-20(0,20)', -6.1137, 0.005, -7.07961, --, 153.1595, 220.36109, 160.44592, 230.84456, 'CDMS')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.44882, 9e-06, --, --, '8(2,6)-8(1,7)', 0.0, 1.9566, -3.28677, --, 53.136, 76.45041, 60.42267, 86.93424, 'SLAIM')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.44882, 1.36e-05, --, --, '8(2,6)-8(1,7)', -3.3758, 1.956, -3.78457, --, 53.1362, 76.4507, 60.42287, 86.93453, 'JPL')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.44883, 3.8e-06, --, --, '8(2,6)-8(1,7)', -3.4013, 1.958, -3.82561, --, 53.1362, 76.4507, 60.42287, 86.93453, 'CDMS')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', 218.4494, 9e-06, --, --, '8(3,6)-8(2,7)', 0.0, 1.9566, -3.28677, --, 53.136, 76.45041, 60.42269, 86.93427, 'SLAIM')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', --, --, 218.44944, 5e-05, '8(3,6)-8(2,7)', -2.8987, 5.867, -3.78459, --, 53.1362, 76.4507, 60.42289, 86.93456, 'JPL')\n",
" ('c-HCCCHv=0', 'Cyclopropenylidene', --, --, 218.44944, 2.3e-05, '8(3,6)-8(2,7)', -2.9242, 5.873, -3.82563, --, 53.1362, 76.4507, 60.42289, 86.93456, 'CDMS')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.44983, 7e-06, --, --, '8(-7,1)-9(-5,4)vt=0-0', 0.0, 0.0, -8.14645, --, 29.759, 42.81634, 37.0457, 53.30023, 'TopModel')\n",
" ('NH2CHO', 'Formamide', 218.45903, 1.4e-05, --, --, '10(1,9)-9(1,8),F=10-10', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26701, 60.81245, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45919, 1.1e-05, --, --, '10(1,9)-9(1,8),F=9-8', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26701, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45919, 1.1e-05, --, --, '10(1,9)-9(1,8),F=11-10', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26701, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.4592, 1.1e-05, --, --, '10(1,9)-9(1,8)', 0.0, 9.8917, -3.12193, '19.4f', 34.98, 50.32813, 42.26701, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', --, --, 218.45921, 1e-05, '10(1,9)-9(1,8)', -2.4549, 9.893, -3.1264, --, 34.9795, 50.32741, 42.26651, 60.81174, 'CDMS')\n",
" ('NH2CHO', 'Formamide', 218.45923, 1.1e-05, --, --, '10(1,9)-9(1,8),F=10-9', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26702, 60.81246, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45942, 1.5e-05, --, --, '10(1,9)-9(1,8),F=9-9', 0.0, 0.0, 0.0, --, 34.98, 50.32813, 42.26702, 60.81247, 'SLAIM')\n",
" ('NH2CHO', 'Formamide', 218.45965, 0.0002118, --, --, '10(1,9)-9(1,8),F=-', -2.4541, 29.678, -3.1264, --, 34.9796, 50.32755, 42.26663, 60.8119, 'JPL')\n",
" ('t-CH3CH2OH', 'trans-Ethanol', 218.46115, 2.2e-05, 218.46123, 5e-05, '5(3,2)-4(2,3)', 0.0, 2.7057, -4.20953, --, 9.32, 13.40932, 16.60708, 23.89375, 'SLAIM')\n",
" ('t-CH3CH2OH', 'trans-Ethanol', --, --, 218.46123, 5e-05, '5(3,2)-4(2,3)', -4.4066, 2.8, -4.18028, --, 9.3203, 13.40976, 16.60738, 23.89418, 'JPL')\n",
" ('NH2CN', 'Cyanamide', --, --, 218.4618, 2e-05, '11(1,11)-10(1,10),v=0', -2.068, 0.0, -2.96756, --, 46.5151, 66.92447, 53.8022, 77.40892, 'JPL')\n",
" ('HCCCHO', '2-Propynal', 218.462, 6.6e-05, --, --, '3(2,1)-2(1,2)', 0.0, 1.6538, -4.20909, --, 3.03, 4.35947, 10.31711, 14.84393, 'SLAIM')\n",
" ('HCCCHO', '2-Propynal', 218.46203, 5.99e-05, --, --, '3(2,1)-2(1,2)', -5.0284, 1.654, -4.98627, --, 3.0305, 4.36019, 10.31761, 14.84465, 'JPL')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.46838, 4.4e-06, --, --, '22(14,8)v=0-21(14,7)v=1', -4.0661, 0.0, -3.82159, --, 146.0097, 210.07418, 153.29702, 220.55895, 'CDMS')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.46838, 4.4e-06, --, --, '22(14,9)v=0-21(14,8)v=1', -3.9569, 0.0, -3.82153, --, 146.0097, 210.07418, 153.29702, 220.55895, 'CDMS')\n",
" ('HCCCHO', '2-Propynal', 218.47065, 4.2e-05, --, --, '18(2,17)-18(1,18)', 0.0, 8.2794, -4.23263, --, 54.324, 78.15967, 61.6114, 88.64455, 'SLAIM')\n",
" ('HCCCHO', '2-Propynal', 218.47113, 0.0003133, --, --, '18(2,17)-18(1,18)', -4.4358, 8.277, -5.00992, --, 54.3244, 78.16024, 61.61181, 88.64515, 'JPL')\n",
" ('(CH3)2COv=0', 'Acetone', 218.47321, 0.000357, --, --, '18(12,6)-17(13,5)AA', 0.0, 0.899, -4.59657, --, 90.878, 130.75242, 98.16548, 141.23742, 'SLAIM')\n",
" ('(CH3)2COv=0', 'Acetone', 218.47323, 0.0001806, --, --, '18(12,6)-17(13,5)AA', -6.2193, 5.396, -3.59251, --, 90.87732, 130.75144, 98.1648, 141.23644, 'JPL')\n",
" ('H2CO', 'Formaldehyde', --, --, 218.47563, 1e-05, '3(2,2)-2(2,1)', -3.0914, 1.668, -3.80373, '1.8', 40.0402, 57.60858, 47.32776, 68.0937, 'CDMS')\n",
" ('H2CO', 'Formaldehyde', --, --, 218.47563, 1e-05, '3(2,2)-2(2,1)', -3.0917, 1.667, -3.80403, --, 40.0402, 57.60858, 47.32776, 68.0937, 'JPL')\n",
" ('H2CO', 'Formaldehyde', 218.47564, 1e-05, 218.47563, 1e-05, '3(2,2)-2(2,1)', 0.0, 1.6667, -3.59547, --, 40.04, 57.6083, 47.32756, 68.09341, 'SLAIM')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.48084, 6e-06, --, --, '8(7,1)-9(5,4)--vt=0-0', 0.0, 0.0, -8.14626, --, 29.7457, 42.79721, 37.03344, 53.28258, 'TopModel')\n",
" ('SiN', 'Silicon Mononitride', 218.48338, 0.0001023, --, --, 'N=5-4,J=11/2-9/2,F=9/2-11/2', -6.5711, 0.002, -7.71666, --, 14.5973, 21.00214, 21.88512, 31.48763, 'JPL')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.48418, 1.1e-05, --, --, '24(2,22)-23(2,21)', 0.0, 23.8277, -3.05799, --, 86.515, 124.47507, 93.80285, 134.9606, 'SLAIM')\n",
" ('CH313CH2CN', 'Ethyl Cyanide', 218.48419, 6.1e-06, --, --, '24(2,22)-23(2,21)', -2.7178, 23.827, -3.05801, --, 86.5149, 124.47493, 93.80275, 134.96045, 'CDMS')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.48777, 1e-05, --, --, '7(5,3)-7(3,5)vt=0-0', 0.0, 0.0, -7.13762, --, 15.5306, 22.34496, 22.81857, 32.83066, 'TopModel')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48943, 1e-05, --, --, '23(3,21)-23(2,22)EA', 0.0, 9.687, -3.77039, 'b', 176.087, 253.34846, 183.37502, 263.83424, 'SLAIM')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48943, 1e-05, --, --, '23(3,21)-23(2,22)AE', 0.0, 9.687, -4.07142, 'b', 176.087, 253.34846, 183.37502, 263.83424, 'SLAIM')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48979, 0.0001253, --, --, '23(3,21)-23(2,22)EA', -4.815, 7.67, -4.17282, --, 176.0876, 253.34932, 183.37563, 263.83512, 'JPL')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.48979, 0.0001252, --, --, '23(3,21)-23(2,22)AE', -5.116, 7.67, -4.17279, --, 176.0876, 253.34932, 183.37563, 263.83512, 'JPL')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49192, 8e-06, --, --, '23(3,21)-23(2,22)EE', 0.0, 9.687, -3.16832, '11.2fb', 176.087, 253.34846, 183.37511, 263.83436, 'SLAIM')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49241, 0.0001248, --, --, '23(3,21)-23(2,22)EE', -4.2129, 7.67063, -4.17278, --, 176.0875, 253.34918, 183.37562, 263.8351, 'JPL')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49441, 1.2e-05, --, --, '23(3,21)-23(2,22)AA', 0.0, 9.687, -3.59427, 'b', 176.087, 253.34846, 183.37519, 263.83448, 'SLAIM')\n",
" ('CH3O13CHO(TopModel)', 'Methyl Formate', 218.49486, 6e-06, --, --, '8(7,2)-9(5,5)++vt=0-0', 0.0, 0.0, -8.14618, --, 29.7452, 42.79649, 37.0334, 53.28254, 'TopModel')\n",
" ('CH3OCH3', 'Dimethyl ether', 218.49503, 0.0001277, --, --, '23(3,21)-23(2,22)AA', -4.6389, 7.67, -4.1728, --, 176.0874, 253.34903, 183.37561, 263.83508, 'JPL')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.49673, 4.1e-06, --, --, '28(11,18)v=1-28(10,18)v=0', -5.4791, 0.0, -5.28088, --, 173.0482, 248.97633, 180.33647, 259.46246, 'CDMS')\n",
" ('SiN', 'Silicon Mononitride', 218.4981, 7.59e-05, --, --, 'N=5-4,J=11/2-9/2,F=11/2-11/2', -4.5021, 0.185, -5.72681, --, 14.5973, 21.00214, 21.88561, 31.48833, 'JPL')\n",
" ('SiN', 'Silicon Mononitride', 218.49825, 4.45e-05, --, --, 'N=5-4,J=11/2-9/2,F=11/2-11/2', -3.6871, 0.185, -4.91181, --, 14.5973, 21.00214, 21.88562, 31.48834, 'CDMS')\n",
" ('SiN', 'Silicon Mononitride', 218.49842, 6.55e-05, --, --, 'N=5-4,J=11/2-9/2,F=9/2-9/2', -4.5042, 0.184, -5.64973, --, 14.5968, 21.00142, 21.88512, 31.48763, 'JPL')\n",
" ('SiN', 'Silicon Mononitride', 218.49856, 4.19e-05, --, --, 'N=5-4,J=11/2-9/2,F=9/2-9/2', -3.6892, 0.184, -4.83473, --, 14.5968, 21.00142, 21.88513, 31.48764, 'CDMS')\n",
" (\"g'Ga-(CH2OH)2\", 'Ethylene Glycol', 218.49857, 4.1e-06, --, --, '28(11,17)v=1-28(10,19)v=0', -5.3696, 0.0, -5.28052, --, 173.0481, 248.97618, 180.33643, 259.4624, 'CDMS')],\n",
" mask = [ (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, True, True, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, False, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)],\n",
" fill_value = ('N/A', 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A'),\n",
" dtype = [('Species', 'S19'), ('Chemical Name', 'S19'), ('Freq-GHz', '<f8'), ('Freq Err', '<f8'), ('Meas Freq-GHz', '<f8'), ('Meas Freq Err', '<f8'), ('Resolved QNs', 'S28'), ('CDMS/JPL Intensity', '<f8'), ('S<sub>ij</sub>', '<f8'), ('Log<sub>10</sub> (A<sub>ij</sub>)', '<f8'), ('Lovas/AST Intensity', 'S6'), ('E_L (cm^-1)', '<f8'), ('E_L (K)', '<f8'), ('E_U (cm^-1)', '<f8'), ('E_U (K)', '<f8'), ('Linelist', 'S8')])"
]
}
],
"prompt_number": 40
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import pylab as pl\n",
"pl.plot(table4['Freq-GHz'])"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 43,
"text": [
"[<matplotlib.lines.Line2D at 0x109aa3310>]"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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YWFatWgXAzJkzSUtLIzs7m6ioKEJDQ1m3bp3XfUVExF62n8AlIiLty9ZTpHJy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\nQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x109570b10>"
]
}
],
"prompt_number": 43
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"table5 = Splatalogue.query_lines(67*u.GHz,95*u.GHz,chemical_name=\"D\")\n",
"len(table5)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 44,
"text": [
"4715"
]
}
],
"prompt_number": 44
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"mask = ['D' in x for x in table5['Species']]\n",
"sum(mask)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 46,
"text": [
"1530"
]
}
],
"prompt_number": 46
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"table5[np.array(mask)]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4428828560\"><thead><tr><th>Species</th><th>Chemical Name</th><th>Freq-GHz</th><th>...</th><th>E_U (cm^-1)</th><th>E_U (K)</th><th>Linelist</th></tr></thead><tr><td>t-HCOOD</td><td>Formic Acid</td><td>67.02355</td><td>...</td><td>1455.47617</td><td>2094.09351</td><td>JPL</td></tr><tr><td>NHD2</td><td>Ammonia</td><td>67.06606</td><td>...</td><td>1262.33808</td><td>1816.21247</td><td>SLAIM</td></tr><tr><td>NH2D</td><td>Ammonia</td><td>67.06618</td><td>...</td><td>1743.45809</td><td>2508.43286</td><td>SLAIM</td></tr><tr><td>NHD2</td><td>Ammonia</td><td>67.13953</td><td>...</td><td>1782.18753</td><td>2564.15557</td><td>SLAIM</td></tr><tr><td>NHD2</td><td>Ammonia</td><td>67.14112</td><td>...</td><td>1262.33859</td><td>1816.2132</td><td>SLAIM</td></tr><tr><td>c-HCCCD</td><td>Cyclopropenylidene</td><td>67.181</td><td>...</td><td>56.57302</td><td>81.39548</td><td>JPL</td></tr><tr><td>t-DCOOH</td><td>Formic Acid</td><td>67.39245</td><td>...</td><td>568.86477</td><td>818.4648</td><td>JPL</td></tr><tr><td>t-DCOOH</td><td>Formic Acid</td><td>67.47834</td><td>...</td><td>719.60674</td><td>1035.34762</td><td>JPL</td></tr><tr><td>c-HCCCD</td><td>Cyclopropenylidene</td><td>67.52266</td><td>...</td><td>929.01641</td><td>1336.6397</td><td>JPL</td></tr><tr><td>c-HCCCD</td><td>Cyclopropenylidene</td><td>67.52266</td><td>...</td><td>929.01641</td><td>1336.6397</td><td>JPL</td></tr><tr><td>DC3Nv=0</td><td>Cyanoacetylene</td><td>67.54284</td><td>...</td><td>10.13869</td><td>14.58722</td><td>CDMS</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>HDCS</td><td>Thioformaldehyde</td><td>--</td><td>...</td><td>12.57074</td><td>18.08638</td><td>CDMS</td></tr><tr><td>HDCS</td><td>Thioformaldehyde</td><td>94.8285</td><td>...</td><td>12.57014</td><td>18.08552</td><td>SLAIM</td></tr><tr><td>HDCS</td><td>Thioformaldehyde</td><td>94.8285</td><td>...</td><td>0.0</td><td>0.0</td><td>Lovas</td></tr><tr><td>t-HCOOD</td><td>Formic Acid</td><td>94.89508</td><td>...</td><td>668.59716</td><td>961.95664</td><td>JPL</td></tr><tr><td>t-HCOOD</td><td>Formic Acid</td><td>94.91136</td><td>...</td><td>717.4564</td><td>1032.25379</td><td>JPL</td></tr><tr><td>t-DCOOH</td><td>Formic Acid</td><td>94.92542</td><td>...</td><td>1699.38058</td><td>2445.01552</td><td>JPL</td></tr><tr><td>t-DCOOH</td><td>Formic Acid</td><td>94.92546</td><td>...</td><td>1699.38058</td><td>2445.01552</td><td>JPL</td></tr><tr><td>t-HCOOD</td><td>Formic Acid</td><td>94.93764</td><td>...</td><td>18.28898</td><td>26.31361</td><td>JPL</td></tr><tr><td>HDCS</td><td>Thioformaldehyde</td><td>94.94471</td><td>...</td><td>88.42701</td><td>127.22602</td><td>SLAIM</td></tr><tr><td>HDCS</td><td>Thioformaldehyde</td><td>94.94471</td><td>...</td><td>88.42781</td><td>127.22717</td><td>CDMS</td></tr><tr><td>t-HCOOD</td><td>Formic Acid</td><td>94.96837</td><td>...</td><td>659.8374</td><td>949.35338</td><td>JPL</td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 47,
"text": [
"<Table rows=1530 names=('Species','Chemical Name','Freq-GHz','Freq Err','Meas Freq-GHz','Meas Freq Err','Resolved QNs','CDMS/JPL Intensity','S<sub>ij</sub>','Log<sub>10</sub> (A<sub>ij</sub>)','Lovas/AST Intensity','E_L (cm^-1)','E_L (K)','E_U (cm^-1)','E_U (K)','Linelist')>\n",
"masked_array(data = [ ('t-HCOOD', 'Formic Acid', 67.02355, 0.0001157, --, --, '60(8,52)-60(8,53)', -8.0727, 1.545, -6.29896, --, 1453.24051, 2090.8769, 1455.47617, 2094.09351, 'JPL')\n",
" ('NHD2', 'Ammonia', 67.06606, 0.008707, --, --, '17(1,16)0a-16(4,13)0a', 0.0, 0.0, -9.99863, --, 1260.101, 1812.99383, 1262.33808, 1816.21247, 'SLAIM')\n",
" ('NH2D', 'Ammonia', 67.06618, 0.00236, --, --, '14(12,3)0s-15(10,6)0s', 0.0, 0.0, 0.0, --, 1741.221, 2505.21421, 1743.45809, 2508.43286, 'SLAIM')\n",
" ...,\n",
" ('HDCS', 'Thioformaldehyde', 94.94471, 0.000245, --, --, '12(1,11)-12(1,12)', 0.0, 0.1609, -5.48287, --, 85.26, 122.66942, 88.42701, 127.22602, 'SLAIM')\n",
" ('HDCS', 'Thioformaldehyde', 94.94471, 0.000118, --, --, '12(1,11)-12(1,12)', -5.3633, 0.161, -6.75977, --, 85.2608, 122.67057, 88.42781, 127.22717, 'CDMS')\n",
" ('t-HCOOD', 'Formic Acid', 94.96837, 2.01e-05, --, --, '37(9,29)-38(8,30)', -7.0193, 5.511, -7.30521, --, 656.6696, 944.79564, 659.8374, 949.35338, 'JPL')],\n",
" mask = [ (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" ...,\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)\n",
" (False, False, False, False, True, True, False, False, False, False, True, False, False, False, False, False)],\n",
" fill_value = ('N/A', 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 'N/A', 1e+20, 1e+20, 1e+20, 1e+20, 'N/A'),\n",
" dtype = [('Species', 'S22'), ('Chemical Name', 'S25'), ('Freq-GHz', '<f8'), ('Freq Err', '<f8'), ('Meas Freq-GHz', '<f8'), ('Meas Freq Err', '<f8'), ('Resolved QNs', 'S33'), ('CDMS/JPL Intensity', '<f8'), ('S<sub>ij</sub>', '<f8'), ('Log<sub>10</sub> (A<sub>ij</sub>)', '<f8'), ('Lovas/AST Intensity', 'S6'), ('E_L (cm^-1)', '<f8'), ('E_L (K)', '<f8'), ('E_U (cm^-1)', '<f8'), ('E_U (K)', '<f8'), ('Linelist', 'S8')])"
]
}
],
"prompt_number": 47
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from astroquery.simbad import Simbad"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 48
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"Simbad.query_object('L1689N')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<table id=\"table4457304208\"><thead><tr><th>MAIN_ID</th><th>RA</th><th>DEC</th><th>RA_PREC</th><th>...</th><th>COO_QUAL</th><th>COO_WAVELENGTH</th><th>COO_BIBCODE</th></tr></thead><thead><tr><th></th><th>&quot;h:m:s&quot;</th><th>&quot;d:m:s&quot;</th><th></th><th>...</th><th></th><th></th><th></th></tr></thead><tr><td>LDN 1689N</td><td>16 32 31</td><td>-24 28.6</td><td>4</td><td>...</td><td>E</td><td></td><td></td></tr></table>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 49,
"text": [
"<Table rows=1 names=('MAIN_ID','RA','DEC','RA_PREC','DEC_PREC','COO_ERR_MAJA','COO_ERR_MINA','COO_ERR_ANGLE','COO_QUAL','COO_WAVELENGTH','COO_BIBCODE')>\n",
"masked_array(data = [ ('LDN 1689N', '16 32 31', '-24 28.6', 4, 4, 18000.0, 18000.0, 90, 'E', '', '')],\n",
" mask = [ (False, False, False, False, False, False, False, False, False, False, False)],\n",
" fill_value = ('?', 'N/A', 'N/A', 16959, 16959, 1.0000000200408773e+20, 1.0000000200408773e+20, 16959, 'N', 'N', '?'),\n",
" dtype = [('MAIN_ID', 'O'), ('RA', 'S13'), ('DEC', 'S13'), ('RA_PREC', '<i2'), ('DEC_PREC', '<i2'), ('COO_ERR_MAJA', '<f4'), ('COO_ERR_MINA', '<f4'), ('COO_ERR_ANGLE', '<i2'), ('COO_QUAL', 'S1'), ('COO_WAVELENGTH', 'S1'), ('COO_BIBCODE', 'O')])"
]
}
],
"prompt_number": 49
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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