diff --git a/setup.cfg b/setup.cfg
index 12b75af..8377b73 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -46,7 +46,7 @@ url = https://github.com/hover2pi/svo_filters
 edit_on_github = False
 github_project = hover2pi/svo_filters
 # version should be PEP386 compatible (http://www.python.org/dev/peps/pep-0386)
-version = 0.0.dev
+version = 0.1
 
 [entry_points]
 
diff --git a/svo_demo.ipynb b/svo_demo.ipynb
index 15bff92..c1ce672 100644
--- a/svo_demo.ipynb
+++ b/svo_demo.ipynb
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 3,
    "metadata": {
     "collapsed": false,
     "scrolled": false
@@ -69,31 +69,32 @@
     {
      "data": {
       "text/html": [
-       "<Table masked=True length=17>\n",
-       "<table id=\"table4531156752\" class=\"table-striped table-bordered table-condensed\">\n",
+       "&lt;Table masked=True length=18&gt;\n",
+       "<table id=\"table4512838320\" class=\"table-striped table-bordered table-condensed\">\n",
        "<thead><tr><th>Band</th><th>CalibrationReference</th><th>FWHM</th><th>Facility</th><th>FilterProfileService</th><th>MagSys</th><th>PhotCalID</th><th>PhotSystem</th><th>ProfileReference</th><th>WavelengthCen</th><th>WavelengthEff</th><th>WavelengthMax</th><th>WavelengthMean</th><th>WavelengthMin</th><th>WavelengthPeak</th><th>WavelengthPhot</th><th>WavelengthPivot</th><th>WavelengthUCD</th><th>WavelengthUnit</th><th>WidthEff</th><th>ZeroPoint</th><th>ZeroPointType</th><th>ZeroPointUnit</th><th>filterID</th><th>n_bins</th><th>n_channels</th><th>path</th><th>refs</th><th>Instrument</th><th>DetectorType</th><th>Comments</th></tr></thead>\n",
-       "<thead><tr><th>str91</th><th>str86</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str86</th><th>str91</th></tr></thead>\n",
-       "<tr><td>2MASS.H</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C&amp;db_key=AST</td><td>0.26096</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.H/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html</td><td>1.64872</td><td>1.662</td><td>1.8231</td><td>1.662</td><td>1.47874</td><td>1.671</td><td>1.64238</td><td>1.64949</td><td>em.wl</td><td>um</td><td>0.25094</td><td>1024.0</td><td>Pogson</td><td>Jy</td><td>2MASS/2MASS.H</td><td>1</td><td>58</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.H</td><td>[&apos;AST&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>2MASS.J</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C</td><td>0.21491</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.J/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html#rsr</td><td>1.23906</td><td>1.235</td><td>1.4068</td><td>1.235</td><td>1.08065</td><td>1.326</td><td>1.23209</td><td>1.23931</td><td>em.wl</td><td>um</td><td>0.16241</td><td>1594.0</td><td>Pogson</td><td>Jy</td><td>2MASS/2MASS.J</td><td>1</td><td>107</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.J</td><td>[&apos;2003AJ....126.1090C&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>2MASS.Ks</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C</td><td>0.27846</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.Ks/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html#rsr</td><td>2.1634</td><td>2.159</td><td>2.35524</td><td>2.159</td><td>1.95437</td><td>2.263</td><td>2.15577</td><td>2.16386</td><td>em.wl</td><td>um</td><td>0.26189</td><td>666.8</td><td>Pogson</td><td>Jy</td><td>2MASS/2MASS.Ks</td><td>1</td><td>76</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.Ks</td><td>[&apos;2003AJ....126.1090C&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>IRAC.I1</td><td>--</td><td>0.74317</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I1/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>3.54656</td><td>3.50751</td><td>3.96144</td><td>3.55726</td><td>3.12962</td><td>3.73052</td><td>3.52039</td><td>3.55079</td><td>em.wl</td><td>um</td><td>0.68362</td><td>277.222253517</td><td>Pogson</td><td>Jy</td><td>Spitzer/IRAC.I1</td><td>1</td><td>391</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I1</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>IRAC.I2</td><td>--</td><td>1.00968</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I2/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>4.50243</td><td>4.43658</td><td>5.05606</td><td>4.50493</td><td>3.91733</td><td>4.43578</td><td>4.4543</td><td>4.49596</td><td>em.wl</td><td>um</td><td>0.86499</td><td>179.036636396</td><td>Pogson</td><td>Jy</td><td>Spitzer/IRAC.I2</td><td>1</td><td>401</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I2</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>IRAC.I3</td><td>--</td><td>1.39119</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I3/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>5.71566</td><td>5.6281</td><td>6.50889</td><td>5.73857</td><td>4.89828</td><td>5.96712</td><td>5.65638</td><td>5.72446</td><td>em.wl</td><td>um</td><td>1.25612</td><td>113.848293842</td><td>Pogson</td><td>Jy</td><td>Spitzer/IRAC.I3</td><td>1</td><td>311</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I3</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>IRAC.I4</td><td>--</td><td>2.83118</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I4/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>7.85565</td><td>7.58916</td><td>9.58759</td><td>7.92737</td><td>6.29938</td><td>8.45909</td><td>7.67414</td><td>7.88423</td><td>em.wl</td><td>um</td><td>2.52885</td><td>61.9973692512</td><td>Pogson</td><td>Jy</td><td>Spitzer/IRAC.I4</td><td>1</td><td>350</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I4</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>Kepler.K</td><td>--</td><td>0.39934</td><td>Kepler</td><td>ivo://svo/fps</td><td>Vega</td><td>Kepler/Kepler.K/Vega</td><td>Kepler</td><td>http://keplergo.arc.nasa.gov/CalibrationResponse.shtml</td><td>0.63593</td><td>0.57813</td><td>0.90502</td><td>0.64168</td><td>0.41837</td><td>0.589</td><td>0.59823</td><td>0.63034</td><td>em.wl</td><td>um</td><td>0.35284</td><td>3033.0662326897</td><td>Pogson</td><td>Jy</td><td>Kepler/Kepler.K</td><td>1</td><td>623</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/Kepler.K</td><td>[]</td><td>Kepler</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>NIRISS.F277W</td><td>--</td><td>0.73007</td><td>JWST</td><td>ivo://svo/fps</td><td>Vega</td><td>JWST/NIRISS.F277W/Vega</td><td>NIRISS</td><td>http://jwst.astro.umontreal.ca/?page_id=116</td><td>2.77775</td><td>2.72355</td><td>3.22972</td><td>2.78392</td><td>2.36989</td><td>2.902</td><td>2.73952</td><td>2.77579</td><td>em.wl</td><td>um</td><td>0.71526</td><td>430.62938035989</td><td>Pogson</td><td>Jy</td><td>JWST/NIRISS.F277W</td><td>1</td><td>933</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/NIRISS.F277W</td><td>[]</td><td>NIRISS</td><td>1</td><td>--</td></tr>\n",
-       "<tr><td>WFC3_IR.G102</td><td>--</td><td>0.57288</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_IR.G141/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>1.38902</td><td>1.32829</td><td>1.77466</td><td>1.39879</td><td>1.04039</td><td>1.48039</td><td>1.3481</td><td>1.38869</td><td>em.wl</td><td>um</td><td>0.52172</td><td>1330.8028480785</td><td>Pogson</td><td>Jy</td><td>HST/WFC3_IR.G141</td><td>1</td><td>9512</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_IR.G102</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
-       "<tr><td>WFC3_IR.G141</td><td>--</td><td>0.57288</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_IR.G141/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>1.38902</td><td>1.32829</td><td>1.77466</td><td>1.39879</td><td>1.04039</td><td>1.48039</td><td>1.3481</td><td>1.38869</td><td>em.wl</td><td>um</td><td>0.52172</td><td>1330.8028480785</td><td>Pogson</td><td>Jy</td><td>HST/WFC3_IR.G141</td><td>1</td><td>9512</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_IR.G141</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
-       "<tr><td>WFC3_UVIS2.F814W</td><td>--</td><td>0.15047</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_UVIS2.F814W/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>0.78142</td><td>0.78961</td><td>0.96836</td><td>0.80527</td><td>0.69782</td><td>0.71331</td><td>0.795</td><td>0.8024</td><td>em.wl</td><td>um</td><td>0.15357</td><td>2440.7647763072</td><td>Pogson</td><td>Jy</td><td>HST/WFC3_UVIS2.F814W</td><td>1</td><td>1981</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_UVIS2.F814W</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
-       "<tr><td>WFC3_UVIS2.F850LP</td><td>--</td><td>0.1168</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_UVIS2.F850LP/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>0.90823</td><td>0.91246</td><td>1.09224</td><td>0.91781</td><td>0.82505</td><td>0.88218</td><td>0.91474</td><td>0.9166</td><td>em.wl</td><td>um</td><td>0.1182</td><td>2240.8216993878</td><td>Pogson</td><td>Jy</td><td>HST/WFC3_UVIS2.F850LP</td><td>1</td><td>1711</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_UVIS2.F850LP</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
-       "<tr><td>WISE.W1</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>0.63579</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W1/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>3.46552</td><td>3.3526</td><td>3.87239</td><td>3.3526</td><td>2.7541</td><td>3.48</td><td>3.3387</td><td>3.3897</td><td>em.wl</td><td>um</td><td>0.66264</td><td>309.54</td><td>Pogson</td><td>Jy</td><td>WISE/WISE.W1</td><td>1</td><td>141</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W1</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>WISE.W2</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>1.10732</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W2/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>4.6443</td><td>4.6028</td><td>5.34136</td><td>4.6028</td><td>3.96333</td><td>4.93</td><td>4.58694</td><td>4.64064</td><td>em.wl</td><td>um</td><td>1.04227</td><td>171.787</td><td>Pogson</td><td>Jy</td><td>WISE/WISE.W2</td><td>1</td><td>168</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W2</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>WISE.W3</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>6.2758</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W3/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>13.21564</td><td>11.5608</td><td>17.26134</td><td>11.5608</td><td>7.44304</td><td>14.46</td><td>11.30813</td><td>12.56755</td><td>em.wl</td><td>um</td><td>5.50557</td><td>31.674</td><td>Pogson</td><td>Jy</td><td>WISE/WISE.W3</td><td>1</td><td>1122</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W3</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
-       "<tr><td>WISE.W4</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>4.73973</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W4/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>22.22288</td><td>22.0883</td><td>27.91072</td><td>22.0883</td><td>19.52008</td><td>21.62</td><td>22.02311</td><td>22.31427</td><td>em.wl</td><td>um</td><td>4.10168</td><td>8.363</td><td>Pogson</td><td>Jy</td><td>WISE/WISE.W4</td><td>1</td><td>897</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W4</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
+       "<thead><tr><th>str91</th><th>str86</th><th>float64</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str91</th><th>str91</th><th>float64</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>float64</th><th>float64</th><th>str91</th><th>str91</th><th>str91</th><th>float64</th><th>str91</th></tr></thead>\n",
+       "<tr><td>2MASS.H</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C&amp;db_key=AST</td><td>0.26096</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.H/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html</td><td>1.64872</td><td>1.662</td><td>1.8231</td><td>1.662</td><td>1.47874</td><td>1.671</td><td>1.64238</td><td>1.64949</td><td>em.wl</td><td>um</td><td>0.25094</td><td>1.1113698753332439e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>2MASS/2MASS.H</td><td>1.0</td><td>58.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.H</td><td>[&apos;AST&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>2MASS.J</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C</td><td>0.21491</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.J/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html#rsr</td><td>1.23906</td><td>1.235</td><td>1.4068</td><td>1.235</td><td>1.08065</td><td>1.326</td><td>1.23209</td><td>1.23931</td><td>em.wl</td><td>um</td><td>0.16241</td><td>3.133106119110296e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>2MASS/2MASS.J</td><td>1.0</td><td>107.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.J</td><td>[&apos;2003AJ....126.1090C&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>2MASS.Ks</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C</td><td>0.27846</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.Ks/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html#rsr</td><td>2.1634</td><td>2.159</td><td>2.35524</td><td>2.159</td><td>1.95437</td><td>2.263</td><td>2.15577</td><td>2.16386</td><td>em.wl</td><td>um</td><td>0.26189</td><td>4.2885552489626795e-11</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>2MASS/2MASS.Ks</td><td>1.0</td><td>76.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.Ks</td><td>[&apos;2003AJ....126.1090C&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>IRAC.I1</td><td>--</td><td>0.74317</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I1/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>3.54656</td><td>3.50751</td><td>3.96144</td><td>3.55726</td><td>3.12962</td><td>3.73052</td><td>3.52039</td><td>3.55079</td><td>em.wl</td><td>um</td><td>0.68362</td><td>6.7553982451653635e-12</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>Spitzer/IRAC.I1</td><td>1.0</td><td>391.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I1</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>IRAC.I2</td><td>--</td><td>1.00968</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I2/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>4.50243</td><td>4.43658</td><td>5.05606</td><td>4.50493</td><td>3.91733</td><td>4.43578</td><td>4.4543</td><td>4.49596</td><td>em.wl</td><td>um</td><td>0.86499</td><td>2.72687969971298e-12</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>Spitzer/IRAC.I2</td><td>1.0</td><td>401.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I2</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>IRAC.I3</td><td>--</td><td>1.39119</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I3/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>5.71566</td><td>5.6281</td><td>6.50889</td><td>5.73857</td><td>4.89828</td><td>5.96712</td><td>5.65638</td><td>5.72446</td><td>em.wl</td><td>um</td><td>1.25612</td><td>1.0775157296671968e-12</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>Spitzer/IRAC.I3</td><td>1.0</td><td>311.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I3</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>IRAC.I4</td><td>--</td><td>2.83118</td><td>Spitzer</td><td>ivo://svo/fps</td><td>Vega</td><td>Spitzer/IRAC.I4/Vega</td><td>IRAC</td><td>http://ssc.spitzer.caltech.edu/irac/spectral_response.html</td><td>7.85565</td><td>7.58916</td><td>9.58759</td><td>7.92737</td><td>6.29938</td><td>8.45909</td><td>7.67414</td><td>7.88423</td><td>em.wl</td><td>um</td><td>2.52885</td><td>3.2270563295294743e-13</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>Spitzer/IRAC.I4</td><td>1.0</td><td>350.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/IRAC.I4</td><td>[]</td><td>IRAC</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>Kepler.K</td><td>--</td><td>0.39934</td><td>Kepler</td><td>ivo://svo/fps</td><td>Vega</td><td>Kepler/Kepler.K/Vega</td><td>Kepler</td><td>http://keplergo.arc.nasa.gov/CalibrationResponse.shtml</td><td>0.63593</td><td>0.57813</td><td>0.90502</td><td>0.64168</td><td>0.41837</td><td>0.589</td><td>0.59823</td><td>0.63034</td><td>em.wl</td><td>um</td><td>0.35284</td><td>2.720517881044676e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>Kepler/Kepler.K</td><td>1.0</td><td>623.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/Kepler.K</td><td>[]</td><td>Kepler</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>NIRISS.F200W</td><td>--</td><td>0.47561</td><td>JWST</td><td>ivo://svo/fps</td><td>Vega</td><td>JWST/NIRISS.F200W/Vega</td><td>NIRISS</td><td>http://jwst.astro.umontreal.ca/?page_id=116</td><td>1.98862</td><td>1.95309</td><td>2.2595</td><td>1.98855</td><td>1.72006</td><td>1.921</td><td>1.96262</td><td>1.98368</td><td>em.wl</td><td>um</td><td>0.46125</td><td>6.042562887496836e-11</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>JWST/NIRISS.F200W</td><td>1.0</td><td>577.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/NIRISS.F200W</td><td>[]</td><td>NIRISS</td><td>1.0</td><td>--</td></tr>\n",
+       "<tr><td>NIRISS.F277W</td><td>--</td><td>0.73007</td><td>JWST</td><td>ivo://svo/fps</td><td>Vega</td><td>JWST/NIRISS.F277W/Vega</td><td>NIRISS</td><td>http://jwst.astro.umontreal.ca/?page_id=116</td><td>2.77775</td><td>2.72355</td><td>3.22972</td><td>2.78392</td><td>2.36989</td><td>2.902</td><td>2.73952</td><td>2.77579</td><td>em.wl</td><td>um</td><td>0.71526</td><td>1.7404183539194474e-11</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>JWST/NIRISS.F277W</td><td>1.0</td><td>933.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/NIRISS.F277W</td><td>[]</td><td>NIRISS</td><td>1.0</td><td>--</td></tr>\n",
+       "<tr><td>WFC3_IR.G102</td><td>--</td><td>0.57288</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_IR.G141/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>1.38902</td><td>1.32829</td><td>1.77466</td><td>1.39879</td><td>1.04039</td><td>1.48039</td><td>1.3481</td><td>1.38869</td><td>em.wl</td><td>um</td><td>0.52172</td><td>2.2612502006498423e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFC3_IR.G141</td><td>1.0</td><td>9512.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_IR.G102</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
+       "<tr><td>WFC3_IR.G141</td><td>--</td><td>0.57288</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_IR.G141/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>1.38902</td><td>1.32829</td><td>1.77466</td><td>1.39879</td><td>1.04039</td><td>1.48039</td><td>1.3481</td><td>1.38869</td><td>em.wl</td><td>um</td><td>0.52172</td><td>2.2612502006498423e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFC3_IR.G141</td><td>1.0</td><td>9512.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_IR.G141</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
+       "<tr><td>WFC3_UVIS2.F814W</td><td>--</td><td>0.15047</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_UVIS2.F814W/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>0.78142</td><td>0.78961</td><td>0.96836</td><td>0.80527</td><td>0.69782</td><td>0.71331</td><td>0.795</td><td>0.8024</td><td>em.wl</td><td>um</td><td>0.15357</td><td>1.17360337699854e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFC3_UVIS2.F814W</td><td>1.0</td><td>1981.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_UVIS2.F814W</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
+       "<tr><td>WFC3_UVIS2.F850LP</td><td>--</td><td>0.1168</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_UVIS2.F850LP/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>0.90823</td><td>0.91246</td><td>1.09224</td><td>0.91781</td><td>0.82505</td><td>0.88218</td><td>0.91474</td><td>0.9166</td><td>em.wl</td><td>um</td><td>0.1182</td><td>8.068639909681385e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFC3_UVIS2.F850LP</td><td>1.0</td><td>1711.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_UVIS2.F850LP</td><td>[]</td><td>WFC3</td><td>--</td><td>/&gt;</td></tr>\n",
+       "<tr><td>WISE.W1</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>0.63579</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W1/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>3.46552</td><td>3.3526</td><td>3.87239</td><td>3.3526</td><td>2.7541</td><td>3.48</td><td>3.3387</td><td>3.3897</td><td>em.wl</td><td>um</td><td>0.66264</td><td>8.256082039570161e-12</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W1</td><td>1.0</td><td>141.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W1</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>WISE.W2</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>1.10732</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W2/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>4.6443</td><td>4.6028</td><td>5.34136</td><td>4.6028</td><td>3.96333</td><td>4.93</td><td>4.58694</td><td>4.64064</td><td>em.wl</td><td>um</td><td>1.04227</td><td>2.4308982979229142e-12</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W2</td><td>1.0</td><td>168.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W2</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>WISE.W3</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>6.2758</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W3/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>13.21564</td><td>11.5608</td><td>17.26134</td><td>11.5608</td><td>7.44304</td><td>14.46</td><td>11.30813</td><td>12.56755</td><td>em.wl</td><td>um</td><td>5.50557</td><td>7.104734271598481e-14</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W3</td><td>1.0</td><td>1122.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W3</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
+       "<tr><td>WISE.W4</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>4.73973</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W4/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>22.22288</td><td>22.0883</td><td>27.91072</td><td>22.0883</td><td>19.52008</td><td>21.62</td><td>22.02311</td><td>22.31427</td><td>em.wl</td><td>um</td><td>4.10168</td><td>5.138758584844504e-15</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W4</td><td>1.0</td><td>897.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W4</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>--</td><td>--</td><td>--</td></tr>\n",
        "</table>"
       ],
       "text/plain": [
-       "<Table masked=True length=17>\n",
+       "<Table masked=True length=18>\n",
        "       Band       ... Comments\n",
        "      str91       ...  str91  \n",
        "----------------- ... --------\n",
@@ -105,6 +106,7 @@
        "          IRAC.I3 ...       --\n",
        "          IRAC.I4 ...       --\n",
        "         Kepler.K ...       --\n",
+       "     NIRISS.F200W ...       --\n",
        "     NIRISS.F277W ...       --\n",
        "     WFC3_IR.G102 ...       />\n",
        "     WFC3_IR.G141 ...       />\n",
@@ -116,7 +118,7 @@
        "          WISE.W4 ...       --"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -141,7 +143,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 4,
    "metadata": {
     "collapsed": false
    },
@@ -172,9 +174,9 @@
       "       WavelengthUCD em.wl                                                                                 \n",
       "      WavelengthUnit um                                                                                    \n",
       "            WidthEff 0.25094                                                                               \n",
-      "           ZeroPoint 1024.0                                                                                \n",
+      "           ZeroPoint 1.1113698753332439e-10                                                                \n",
       "       ZeroPointType Pogson                                                                                \n",
-      "       ZeroPointUnit Jy                                                                                    \n",
+      "       ZeroPointUnit erg / (Angstrom cm2 s)                                                                \n",
       "            filterID 2MASS/2MASS.H                                                                         \n",
       "              n_bins 1                                                                                     \n",
       "          n_channels 58                                                                                    \n",
@@ -186,7 +188,7 @@
      "data": {
       "image/png": 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GEElS2xhAVGQAkSS1zYYNMGdOp6tordmzDSC1MIBIktpmy5b8C7qX2QJSGwOIJKltBgdh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\nYII=\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x10e1ac320>"
+       "<matplotlib.figure.Figure at 0x1015b2978>"
       ]
      },
      "metadata": {},
@@ -208,7 +210,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 5,
    "metadata": {
     "collapsed": false
    },
@@ -219,7 +221,7 @@
        "(2, 58)"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -244,7 +246,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 6,
    "metadata": {
     "collapsed": false
    },
@@ -276,9 +278,9 @@
       "       WavelengthUCD em.wl                                                                                 \n",
       "      WavelengthUnit um                                                                                    \n",
       "            WidthEff 0.52172                                                                               \n",
-      "           ZeroPoint 1330.8028480785                                                                       \n",
+      "           ZeroPoint 2.2612502006498423e-10                                                                \n",
       "       ZeroPointType Pogson                                                                                \n",
-      "       ZeroPointUnit Jy                                                                                    \n",
+      "       ZeroPointUnit erg / (Angstrom cm2 s)                                                                \n",
       "            filterID HST/WFC3_IR.G141                                                                      \n",
       "              n_bins 15                                                                                    \n",
       "          n_channels 634                                                                                   \n",
@@ -290,7 +292,7 @@
      "data": {
       "image/png": 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ReTST7mfzP08jNpo7mj6Wik04iXZ8PBwN242gANa/sZ5V16/iks9dwvw95tvj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\nICIiIlJ0CkBERESk6P4Xf/bSEw1n82cAAAAASUVORK5CYII=\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x1108f2e48>"
+       "<matplotlib.figure.Figure at 0x10e3f7438>"
       ]
      },
      "metadata": {},
@@ -312,7 +314,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 7,
    "metadata": {
     "collapsed": false
    },
@@ -329,7 +331,7 @@
      "data": {
       "image/png": 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kGEMZGwSTKnymr+DaL9lP1PPReZuIiATsmSbDI8MoVMZyYTtSla6HgCeQEVqxZz+L5OYR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\nU3H/C/0rjKUcarU2AAAAAElFTkSuQmCC\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x1108f26d8>"
+       "<matplotlib.figure.Figure at 0x10e3f7ba8>"
       ]
      },
      "metadata": {},
@@ -359,7 +361,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 8,
    "metadata": {
     "collapsed": false
    },
@@ -394,7 +396,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 9,
    "metadata": {
     "collapsed": false
    },
@@ -425,9 +427,9 @@
       "       WavelengthUCD em.wl                                                                                 \n",
       "      WavelengthUnit um                                                                                    \n",
       "            WidthEff 0.46125                                                                               \n",
-      "           ZeroPoint 768.85596635185                                                                       \n",
+      "           ZeroPoint 6.042562887496836e-11                                                                 \n",
       "       ZeroPointType Pogson                                                                                \n",
-      "       ZeroPointUnit Jy                                                                                    \n",
+      "       ZeroPointUnit erg / (Angstrom cm2 s)                                                                \n",
       "            filterID JWST/NIRISS.F200W                                                                     \n",
       "              n_bins 1                                                                                     \n",
       "          n_channels 577                                                                                   \n",
@@ -439,7 +441,7 @@
      "data": {
       "image/png": 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pzwAiSRXkWTDFM4C0ZwCRpAqyA1I8L0TWngFEkiomJTsgZbAD0p4BRJIqpv4X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\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x10d0d0710>"
+       "<matplotlib.figure.Figure at 0x10e04cfd0>"
       ]
      },
      "metadata": {},
diff --git a/svo_filters/.DS_Store b/svo_filters/.DS_Store
index d52d27d..5008ddf 100644
Binary files a/svo_filters/.DS_Store and b/svo_filters/.DS_Store differ
diff --git a/svo_filters/data/filter_list.p b/svo_filters/data/filter_list.p
index 172722a..ce50b23 100644
Binary files a/svo_filters/data/filter_list.p and b/svo_filters/data/filter_list.p differ