Getting data from the API.ipynb

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  {
   "cells": [
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Download metainformation about papers (collections)"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from urllib2 import Request, urlopen\n",
      "import json\n",
      "from pandas.io.json import json_normalize\n",
      "import pandas as pd\n",
      "\n",
      "request=Request('http://neurovault.org/api/collections/?format=json')\n",
      "response = urlopen(request)\n",
      "elevations = response.read()\n",
      "data = json.loads(elevations)\n",
      "collections_df = json_normalize(data)\n",
      "collections_df.rename(columns={'id':'collection_id'}, inplace=True)\n",
      "collections_df.set_index(\"collection_id\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>DOI</th>\n",
        "      <th>acquisition_orientation</th>\n",
        "      <th>add_date</th>\n",
        "      <th>authors</th>\n",
        "      <th>autocorrelation_model</th>\n",
        "      <th>b0_unwarping_software</th>\n",
        "      <th>coordinate_space</th>\n",
        "      <th>description</th>\n",
        "      <th>echo_time</th>\n",
        "      <th>field_of_view</th>\n",
        "      <th>...</th>\n",
        "      <th>used_high_pass_filter</th>\n",
        "      <th>used_intersubject_registration</th>\n",
        "      <th>used_motion_correction</th>\n",
        "      <th>used_motion_regressors</th>\n",
        "      <th>used_motion_susceptibiity_correction</th>\n",
        "      <th>used_orthogonalization</th>\n",
        "      <th>used_reaction_time_regressor</th>\n",
        "      <th>used_slice_timing_correction</th>\n",
        "      <th>used_smoothing</th>\n",
        "      <th>used_temporal_derivatives</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>collection_id</th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td> 10.1016/j.neuroimage.2012.12.012</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-06-12T08:44:08.405Z</td>\n",
        "      <td> Jonathan Smallwood, Christine Tipper, Kevin Br...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> Evidence of a role for the default mode networ...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>          10.1126/science.1134239</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-06-12T11:30:58.819Z</td>\n",
        "      <td> S. M. Tom, C. R. Fox, C. Trepel and R. A. Pold...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td>  mni</td>\n",
        "      <td> A study of loss aversion in economic decision ...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> True</td>\n",
        "      <td> True</td>\n",
        "      <td> True</td>\n",
        "      <td> False</td>\n",
        "      <td> False</td>\n",
        "      <td> False</td>\n",
        "      <td> False</td>\n",
        "      <td> False</td>\n",
        "      <td> True</td>\n",
        "      <td>  True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>                             None</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-06-13T15:30:25.762Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>       10.1016/j.tics.2012.01.005</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-06-16T15:56:59.039Z</td>\n",
        "      <td>      Mathieu Roy, Daphna Shohamy and Tor D. Wager</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>  Roy et al 2012 TICS reverse inference maps fr...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td>                             None</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-07-03T10:48:50.369Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td>            10.1093/cercor/bhs065</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-08-02T14:13:21.445Z</td>\n",
        "      <td> L. J. Chang, T. Yarkoni, M. W. Khaw and A. G. ...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> Resting state functional connectivity parcella...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td>     10.1016/j.neuron.2011.02.056</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-08-02T15:39:11.222Z</td>\n",
        "      <td> Luke\u00a0J. Chang, Alec Smith, Martin Dufwenberg a...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> This study uses a psychological game theoretic...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
        "      <td>   10.1523/JNEUROSCI.0786-13.2013</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-09-09T18:22:03.598Z</td>\n",
        "      <td> B. Baird, J. Smallwood, K. J. Gorgolewski and ...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> This study examined the relationship between r...</td>\n",
        "      <td> 30</td>\n",
        "      <td> 256</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
        "      <td>                10.1111/ejn.12473</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-01-20T14:18:45.331Z</td>\n",
        "      <td> Xiangyu Long, Dominique Goltz, Daniel S. Margu...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> The activation areas of right hand, right foot...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
        "      <td>            10.1093/cercor/bht098</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-10-15T07:11:36.725Z</td>\n",
        "      <td> M. Ruschel, T. R. Knosche, A. D. Friederici, R...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                 IPCC Parcellation Population Maps</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
        "      <td>                             None</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-11-07T09:40:44.565Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
        "      <td>         10.3389/fnhum.2013.00734</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-10-01T08:28:02.669Z</td>\n",
        "      <td> Jonathan Smallwood, Krzysztof J. Gorgolewski, ...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> Reading is a fundamental human capacity and ye...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
        "      <td>   10.1523/JNEUROSCI.2264-13.2014</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-01-02T20:51:32.544Z</td>\n",
        "      <td> T. Moberget, E. H. Gullesen, S. Andersson, R. ...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> The striking homogeneity of cerebellar microan...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35</th>\n",
        "      <td>                  10.1038/nn.3673</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-03-25T20:52:35.182Z</td>\n",
        "      <td> Tom Schonberg, Akram Bakkour, Ashleigh M Hover...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>33</th>\n",
        "      <td>                             None</td>\n",
        "      <td>   axial</td>\n",
        "      <td> 2014-03-14T14:23:14.151Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> AR1</td>\n",
        "      <td> </td>\n",
        "      <td>  mni</td>\n",
        "      <td> The Temporal Voice Areas are functional brain ...</td>\n",
        "      <td> 30</td>\n",
        "      <td> 210</td>\n",
        "      <td>...</td>\n",
        "      <td> True</td>\n",
        "      <td> True</td>\n",
        "      <td> True</td>\n",
        "      <td>  True</td>\n",
        "      <td> False</td>\n",
        "      <td> False</td>\n",
        "      <td> False</td>\n",
        "      <td>  True</td>\n",
        "      <td> True</td>\n",
        "      <td> False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>34</th>\n",
        "      <td>          10.1073/pnas.1321728111</td>\n",
        "      <td> oblique</td>\n",
        "      <td> 2014-03-24T21:17:34.497Z</td>\n",
        "      <td> S. M. Helfinstein, T. Schonberg, E. Congdon, K...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td>  mni</td>\n",
        "      <td> Regions where patterns of neural activation pr...</td>\n",
        "      <td> 30</td>\n",
        "      <td> 192</td>\n",
        "      <td>...</td>\n",
        "      <td> True</td>\n",
        "      <td> True</td>\n",
        "      <td> True</td>\n",
        "      <td>  True</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  True</td>\n",
        "      <td>  True</td>\n",
        "      <td> True</td>\n",
        "      <td>  True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
        "      <td>     10.1371/journal.pone.0097176</td>\n",
        "      <td>        </td>\n",
        "      <td> 2013-09-05T09:18:10.000Z</td>\n",
        "      <td> Krzysztof J. Gorgolewski, Dan Lurie, Sebastian...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> To understand the relationship between self-ge...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>38</th>\n",
        "      <td>                             None</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T02:15:05.515Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>       Some class data used in AFNI bootcamp class</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39</th>\n",
        "      <td>         10.3389/fnins.2012.00080</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T15:05:48.648Z</td>\n",
        "      <td> Tom Schonberg, Craig R. Fox, Jeanette A. Mumfo...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>40</th>\n",
        "      <td> 10.1016/j.neuroimage.2005.08.010</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T15:08:02.852Z</td>\n",
        "      <td> Adam R. Aron, Mark A. Gluck and Russell A. Pol...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>42</th>\n",
        "      <td>   10.1523/JNEUROSCI.0519-07.2007</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T15:11:44.134Z</td>\n",
        "      <td> A. R. Aron, T. E. Behrens, S. Smith, M. J. Fra...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>43</th>\n",
        "      <td>          10.1073/pnas.0602659103</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T15:14:22.039Z</td>\n",
        "      <td>      K. Foerde, B. J. Knowlton and R. A. Poldrack</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>44</th>\n",
        "      <td>                 10.1038/35107080</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T15:19:06.799Z</td>\n",
        "      <td> R. A. Poldrack, J. Clark, E. J. Par\u00e9-Blagoev, ...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>45</th>\n",
        "      <td> 10.1016/j.neuroimage.2007.08.008</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T15:34:34.606Z</td>\n",
        "      <td> A.M. Clare Kelly, Lucina Q. Uddin, Bharat B. B...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>46</th>\n",
        "      <td> 10.1016/j.neuroimage.2009.03.014</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-04T15:36:05.681Z</td>\n",
        "      <td> Keith J. Duncan, Chotiga Pattamadilok, Iris Kn...</td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>55</th>\n",
        "      <td>                             None</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-18T15:40:20.041Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>56</th>\n",
        "      <td>                             None</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-24T13:47:29.350Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>57</th>\n",
        "      <td>                             None</td>\n",
        "      <td>        </td>\n",
        "      <td> 2014-06-30T15:29:46.927Z</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    </td>\n",
        "      <td> </td>\n",
        "      <td> None</td>\n",
        "      <td> Instrument specific use-dependent plasticity s...</td>\n",
        "      <td>NaN</td>\n",
        "      <td> NaN</td>\n",
        "      <td>...</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td>  None</td>\n",
        "      <td> None</td>\n",
        "      <td>  None</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "<p>28 rows \u00d7 90 columns</p>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 19,
       "text": [
        "                                            DOI acquisition_orientation  \\\n",
        "collection_id                                                             \n",
        "2              10.1016/j.neuroimage.2012.12.012                           \n",
        "3                       10.1126/science.1134239                           \n",
        "4                                          None                           \n",
        "7                    10.1016/j.tics.2012.01.005                           \n",
        "10                                         None                           \n",
        "13                        10.1093/cercor/bhs065                           \n",
        "14                 10.1016/j.neuron.2011.02.056                           \n",
        "17               10.1523/JNEUROSCI.0786-13.2013                           \n",
        "27                            10.1111/ejn.12473                           \n",
        "21                        10.1093/cercor/bht098                           \n",
        "22                                         None                           \n",
        "18                     10.3389/fnhum.2013.00734                           \n",
        "25               10.1523/JNEUROSCI.2264-13.2014                           \n",
        "35                              10.1038/nn.3673                           \n",
        "33                                         None                   axial   \n",
        "34                      10.1073/pnas.1321728111                 oblique   \n",
        "16                 10.1371/journal.pone.0097176                           \n",
        "38                                         None                           \n",
        "39                     10.3389/fnins.2012.00080                           \n",
        "40             10.1016/j.neuroimage.2005.08.010                           \n",
        "42               10.1523/JNEUROSCI.0519-07.2007                           \n",
        "43                      10.1073/pnas.0602659103                           \n",
        "44                             10.1038/35107080                           \n",
        "45             10.1016/j.neuroimage.2007.08.008                           \n",
        "46             10.1016/j.neuroimage.2009.03.014                           \n",
        "55                                         None                           \n",
        "56                                         None                           \n",
        "57                                         None                           \n",
        "\n",
        "                               add_date  \\\n",
        "collection_id                             \n",
        "2              2013-06-12T08:44:08.405Z   \n",
        "3              2013-06-12T11:30:58.819Z   \n",
        "4              2013-06-13T15:30:25.762Z   \n",
        "7              2013-06-16T15:56:59.039Z   \n",
        "10             2013-07-03T10:48:50.369Z   \n",
        "13             2013-08-02T14:13:21.445Z   \n",
        "14             2013-08-02T15:39:11.222Z   \n",
        "17             2013-09-09T18:22:03.598Z   \n",
        "27             2014-01-20T14:18:45.331Z   \n",
        "21             2013-10-15T07:11:36.725Z   \n",
        "22             2013-11-07T09:40:44.565Z   \n",
        "18             2013-10-01T08:28:02.669Z   \n",
        "25             2014-01-02T20:51:32.544Z   \n",
        "35             2014-03-25T20:52:35.182Z   \n",
        "33             2014-03-14T14:23:14.151Z   \n",
        "34             2014-03-24T21:17:34.497Z   \n",
        "16             2013-09-05T09:18:10.000Z   \n",
        "38             2014-06-04T02:15:05.515Z   \n",
        "39             2014-06-04T15:05:48.648Z   \n",
        "40             2014-06-04T15:08:02.852Z   \n",
        "42             2014-06-04T15:11:44.134Z   \n",
        "43             2014-06-04T15:14:22.039Z   \n",
        "44             2014-06-04T15:19:06.799Z   \n",
        "45             2014-06-04T15:34:34.606Z   \n",
        "46             2014-06-04T15:36:05.681Z   \n",
        "55             2014-06-18T15:40:20.041Z   \n",
        "56             2014-06-24T13:47:29.350Z   \n",
        "57             2014-06-30T15:29:46.927Z   \n",
        "\n",
        "                                                         authors  \\\n",
        "collection_id                                                      \n",
        "2              Jonathan Smallwood, Christine Tipper, Kevin Br...   \n",
        "3              S. M. Tom, C. R. Fox, C. Trepel and R. A. Pold...   \n",
        "4                                                                  \n",
        "7                   Mathieu Roy, Daphna Shohamy and Tor D. Wager   \n",
        "10                                                                 \n",
        "13             L. J. Chang, T. Yarkoni, M. W. Khaw and A. G. ...   \n",
        "14             Luke\u00a0J. Chang, Alec Smith, Martin Dufwenberg a...   \n",
        "17             B. Baird, J. Smallwood, K. J. Gorgolewski and ...   \n",
        "27             Xiangyu Long, Dominique Goltz, Daniel S. Margu...   \n",
        "21             M. Ruschel, T. R. Knosche, A. D. Friederici, R...   \n",
        "22                                                                 \n",
        "18             Jonathan Smallwood, Krzysztof J. Gorgolewski, ...   \n",
        "25             T. Moberget, E. H. Gullesen, S. Andersson, R. ...   \n",
        "35             Tom Schonberg, Akram Bakkour, Ashleigh M Hover...   \n",
        "33                                                                 \n",
        "34             S. M. Helfinstein, T. Schonberg, E. Congdon, K...   \n",
        "16             Krzysztof J. Gorgolewski, Dan Lurie, Sebastian...   \n",
        "38                                                                 \n",
        "39             Tom Schonberg, Craig R. Fox, Jeanette A. Mumfo...   \n",
        "40             Adam R. Aron, Mark A. Gluck and Russell A. Pol...   \n",
        "42             A. R. Aron, T. E. Behrens, S. Smith, M. J. Fra...   \n",
        "43                  K. Foerde, B. J. Knowlton and R. A. Poldrack   \n",
        "44             R. A. Poldrack, J. Clark, E. J. Par\u00e9-Blagoev, ...   \n",
        "45             A.M. Clare Kelly, Lucina Q. Uddin, Bharat B. B...   \n",
        "46             Keith J. Duncan, Chotiga Pattamadilok, Iris Kn...   \n",
        "55                                                                 \n",
        "56                                                                 \n",
        "57                                                                 \n",
        "\n",
        "              autocorrelation_model b0_unwarping_software coordinate_space  \\\n",
        "collection_id                                                                \n",
        "2                                                                     None   \n",
        "3                                                                      mni   \n",
        "4                                                                     None   \n",
        "7                                                                     None   \n",
        "10                                                                    None   \n",
        "13                                                                    None   \n",
        "14                                                                    None   \n",
        "17                                                                    None   \n",
        "27                                                                    None   \n",
        "21                                                                    None   \n",
        "22                                                                    None   \n",
        "18                                                                    None   \n",
        "25                                                                    None   \n",
        "35                                                                    None   \n",
        "33                              AR1                                    mni   \n",
        "34                                                                     mni   \n",
        "16                                                                    None   \n",
        "38                                                                    None   \n",
        "39                                                                    None   \n",
        "40                                                                    None   \n",
        "42                                                                    None   \n",
        "43                                                                    None   \n",
        "44                                                                    None   \n",
        "45                                                                    None   \n",
        "46                                                                    None   \n",
        "55                                                                    None   \n",
        "56                                                                    None   \n",
        "57                                                                    None   \n",
        "\n",
        "                                                     description  echo_time  \\\n",
        "collection_id                                                                 \n",
        "2              Evidence of a role for the default mode networ...        NaN   \n",
        "3              A study of loss aversion in economic decision ...        NaN   \n",
        "4                                                                       NaN   \n",
        "7               Roy et al 2012 TICS reverse inference maps fr...        NaN   \n",
        "10                                                                      NaN   \n",
        "13             Resting state functional connectivity parcella...        NaN   \n",
        "14             This study uses a psychological game theoretic...        NaN   \n",
        "17             This study examined the relationship between r...         30   \n",
        "27             The activation areas of right hand, right foot...        NaN   \n",
        "21                             IPCC Parcellation Population Maps        NaN   \n",
        "22                                                                      NaN   \n",
        "18             Reading is a fundamental human capacity and ye...        NaN   \n",
        "25             The striking homogeneity of cerebellar microan...        NaN   \n",
        "35                                                                      NaN   \n",
        "33             The Temporal Voice Areas are functional brain ...         30   \n",
        "34             Regions where patterns of neural activation pr...         30   \n",
        "16             To understand the relationship between self-ge...        NaN   \n",
        "38                   Some class data used in AFNI bootcamp class        NaN   \n",
        "39                                                                      NaN   \n",
        "40                                                                      NaN   \n",
        "42                                                                      NaN   \n",
        "43                                                                      NaN   \n",
        "44                                                                      NaN   \n",
        "45                                                                      NaN   \n",
        "46                                                                      NaN   \n",
        "55                                                                      NaN   \n",
        "56                                                                      NaN   \n",
        "57             Instrument specific use-dependent plasticity s...        NaN   \n",
        "\n",
        "               field_of_view      ...        used_high_pass_filter  \\\n",
        "collection_id                     ...                                \n",
        "2                        NaN      ...                         None   \n",
        "3                        NaN      ...                         True   \n",
        "4                        NaN      ...                         None   \n",
        "7                        NaN      ...                         None   \n",
        "10                       NaN      ...                         None   \n",
        "13                       NaN      ...                         None   \n",
        "14                       NaN      ...                         None   \n",
        "17                       256      ...                         None   \n",
        "27                       NaN      ...                         None   \n",
        "21                       NaN      ...                         None   \n",
        "22                       NaN      ...                         None   \n",
        "18                       NaN      ...                         None   \n",
        "25                       NaN      ...                         None   \n",
        "35                       NaN      ...                         None   \n",
        "33                       210      ...                         True   \n",
        "34                       192      ...                         True   \n",
        "16                       NaN      ...                         None   \n",
        "38                       NaN      ...                         None   \n",
        "39                       NaN      ...                         None   \n",
        "40                       NaN      ...                         None   \n",
        "42                       NaN      ...                         None   \n",
        "43                       NaN      ...                         None   \n",
        "44                       NaN      ...                         None   \n",
        "45                       NaN      ...                         None   \n",
        "46                       NaN      ...                         None   \n",
        "55                       NaN      ...                         None   \n",
        "56                       NaN      ...                         None   \n",
        "57                       NaN      ...                         None   \n",
        "\n",
        "               used_intersubject_registration used_motion_correction  \\\n",
        "collection_id                                                          \n",
        "2                                        None                   None   \n",
        "3                                        True                   True   \n",
        "4                                        None                   None   \n",
        "7                                        None                   None   \n",
        "10                                       None                   None   \n",
        "13                                       None                   None   \n",
        "14                                       None                   None   \n",
        "17                                       None                   None   \n",
        "27                                       None                   None   \n",
        "21                                       None                   None   \n",
        "22                                       None                   None   \n",
        "18                                       None                   None   \n",
        "25                                       None                   None   \n",
        "35                                       None                   None   \n",
        "33                                       True                   True   \n",
        "34                                       True                   True   \n",
        "16                                       None                   None   \n",
        "38                                       None                   None   \n",
        "39                                       None                   None   \n",
        "40                                       None                   None   \n",
        "42                                       None                   None   \n",
        "43                                       None                   None   \n",
        "44                                       None                   None   \n",
        "45                                       None                   None   \n",
        "46                                       None                   None   \n",
        "55                                       None                   None   \n",
        "56                                       None                   None   \n",
        "57                                       None                   None   \n",
        "\n",
        "              used_motion_regressors used_motion_susceptibiity_correction  \\\n",
        "collection_id                                                               \n",
        "2                               None                                 None   \n",
        "3                              False                                False   \n",
        "4                               None                                 None   \n",
        "7                               None                                 None   \n",
        "10                              None                                 None   \n",
        "13                              None                                 None   \n",
        "14                              None                                 None   \n",
        "17                              None                                 None   \n",
        "27                              None                                 None   \n",
        "21                              None                                 None   \n",
        "22                              None                                 None   \n",
        "18                              None                                 None   \n",
        "25                              None                                 None   \n",
        "35                              None                                 None   \n",
        "33                              True                                False   \n",
        "34                              True                                 None   \n",
        "16                              None                                 None   \n",
        "38                              None                                 None   \n",
        "39                              None                                 None   \n",
        "40                              None                                 None   \n",
        "42                              None                                 None   \n",
        "43                              None                                 None   \n",
        "44                              None                                 None   \n",
        "45                              None                                 None   \n",
        "46                              None                                 None   \n",
        "55                              None                                 None   \n",
        "56                              None                                 None   \n",
        "57                              None                                 None   \n",
        "\n",
        "              used_orthogonalization used_reaction_time_regressor  \\\n",
        "collection_id                                                       \n",
        "2                               None                         None   \n",
        "3                              False                        False   \n",
        "4                               None                         None   \n",
        "7                               None                         None   \n",
        "10                              None                         None   \n",
        "13                              None                         None   \n",
        "14                              None                         None   \n",
        "17                              None                         None   \n",
        "27                              None                         None   \n",
        "21                              None                         None   \n",
        "22                              None                         None   \n",
        "18                              None                         None   \n",
        "25                              None                         None   \n",
        "35                              None                         None   \n",
        "33                             False                        False   \n",
        "34                              None                         True   \n",
        "16                              None                         None   \n",
        "38                              None                         None   \n",
        "39                              None                         None   \n",
        "40                              None                         None   \n",
        "42                              None                         None   \n",
        "43                              None                         None   \n",
        "44                              None                         None   \n",
        "45                              None                         None   \n",
        "46                              None                         None   \n",
        "55                              None                         None   \n",
        "56                              None                         None   \n",
        "57                              None                         None   \n",
        "\n",
        "              used_slice_timing_correction used_smoothing  \\\n",
        "collection_id                                               \n",
        "2                                     None           None   \n",
        "3                                    False           True   \n",
        "4                                     None           None   \n",
        "7                                     None           None   \n",
        "10                                    None           None   \n",
        "13                                    None           None   \n",
        "14                                    None           None   \n",
        "17                                    None           None   \n",
        "27                                    None           None   \n",
        "21                                    None           None   \n",
        "22                                    None           None   \n",
        "18                                    None           None   \n",
        "25                                    None           None   \n",
        "35                                    None           None   \n",
        "33                                    True           True   \n",
        "34                                    True           True   \n",
        "16                                    None           None   \n",
        "38                                    None           None   \n",
        "39                                    None           None   \n",
        "40                                    None           None   \n",
        "42                                    None           None   \n",
        "43                                    None           None   \n",
        "44                                    None           None   \n",
        "45                                    None           None   \n",
        "46                                    None           None   \n",
        "55                                    None           None   \n",
        "56                                    None           None   \n",
        "57                                    None           None   \n",
        "\n",
        "              used_temporal_derivatives  \n",
        "collection_id                            \n",
        "2                                  None  \n",
        "3                                  True  \n",
        "4                                  None  \n",
        "7                                  None  \n",
        "10                                 None  \n",
        "13                                 None  \n",
        "14                                 None  \n",
        "17                                 None  \n",
        "27                                 None  \n",
        "21                                 None  \n",
        "22                                 None  \n",
        "18                                 None  \n",
        "25                                 None  \n",
        "35                                 None  \n",
        "33                                False  \n",
        "34                                 True  \n",
        "16                                 None  \n",
        "38                                 None  \n",
        "39                                 None  \n",
        "40                                 None  \n",
        "42                                 None  \n",
        "43                                 None  \n",
        "44                                 None  \n",
        "45                                 None  \n",
        "46                                 None  \n",
        "55                                 None  \n",
        "56                                 None  \n",
        "57                                 None  \n",
        "\n",
        "[28 rows x 90 columns]"
       ]
      }
     ],
     "prompt_number": 19
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Download metainformation about images (statistical maps)"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "request=Request('http://neurovault.org/api/images/?format=json')\n",
      "response = urlopen(request)\n",
      "elevations = response.read()\n",
      "data = json.loads(elevations)\n",
      "images_df = json_normalize(data)\n",
      "images_df['collection'] = images_df['collection'].apply(lambda x: int(x.split(\"/\")[-2]))\n",
      "images_df.rename(columns={'collection':'collection_id'}, inplace=True)\n",
      "images_df"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>add_date</th>\n",
        "      <th>collection_id</th>\n",
        "      <th>contrast_definition</th>\n",
        "      <th>contrast_definition_cogatlas</th>\n",
        "      <th>description</th>\n",
        "      <th>file</th>\n",
        "      <th>map_type</th>\n",
        "      <th>modify_date</th>\n",
        "      <th>name</th>\n",
        "      <th>smoothness_fwhm</th>\n",
        "      <th>statistic_parameters</th>\n",
        "      <th>url</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0  </th>\n",
        "      <td> 2013-08-02T14:44:27.804Z</td>\n",
        "      <td> 13</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Coactivation of right ventral anterior insula ...</td>\n",
        "      <td> http://neurovault.org/media/images/13/Ventral_...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-08-02T15:30:14.753Z</td>\n",
        "      <td>        Right Ventral Anterior Insula Coactivation</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/20/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1  </th>\n",
        "      <td> 2013-06-12T14:43:45.377Z</td>\n",
        "      <td>  3</td>\n",
        "      <td>                                              None</td>\n",
        "      <td> None</td>\n",
        "      <td>                                 task vs. baseline</td>\n",
        "      <td> http://neurovault.org/media/images/3/cope1_zst...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-06-12T14:48:31.675Z</td>\n",
        "      <td>                                             Cope1</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>   http://neurovault.org/api/images/3/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2  </th>\n",
        "      <td> 2013-06-12T14:47:19.050Z</td>\n",
        "      <td>  3</td>\n",
        "      <td>                                              None</td>\n",
        "      <td> None</td>\n",
        "      <td>                        Parametric effect of gains</td>\n",
        "      <td> http://neurovault.org/media/images/3/cope2.nii.gz</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-06-12T14:48:39.840Z</td>\n",
        "      <td>                                             Cope2</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>   http://neurovault.org/api/images/4/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3  </th>\n",
        "      <td> 2013-06-12T14:48:48.343Z</td>\n",
        "      <td>  3</td>\n",
        "      <td>                                              None</td>\n",
        "      <td> None</td>\n",
        "      <td>                       Parametric effect of losses</td>\n",
        "      <td> http://neurovault.org/media/images/3/cope3.nii.gz</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-06-12T14:48:48.343Z</td>\n",
        "      <td>                                             Cope3</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>   http://neurovault.org/api/images/5/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4  </th>\n",
        "      <td> 2013-08-02T14:51:52.201Z</td>\n",
        "      <td> 13</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Coactivation of right dorsal anterior insula u...</td>\n",
        "      <td> http://neurovault.org/media/images/13/Dorsal_A...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-08-02T15:30:14.813Z</td>\n",
        "      <td>     Right Dorsal Anterior Insula Coactivation Map</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/21/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5  </th>\n",
        "      <td> 2013-08-02T15:30:37.334Z</td>\n",
        "      <td> 13</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Coactivation of right posterior anterior insul...</td>\n",
        "      <td> http://neurovault.org/media/images/13/Posterio...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-08-02T15:30:37.334Z</td>\n",
        "      <td>               Right Posterior Insula Coactivation</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/22/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6  </th>\n",
        "      <td> 2013-06-13T15:33:04.581Z</td>\n",
        "      <td>  4</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                              TEST</td>\n",
        "      <td> http://neurovault.org/media/images/4/test2.nii.gz</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-06-13T17:34:01.705Z</td>\n",
        "      <td>                                              TEST</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>   http://neurovault.org/api/images/6/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7  </th>\n",
        "      <td> 2013-09-05T13:01:08.842Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>              More positive than negative thinking</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat11....</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.756Z</td>\n",
        "      <td>                        fALFF: Positive &gt; Negative</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/30/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8  </th>\n",
        "      <td> 2013-08-02T14:28:46.764Z</td>\n",
        "      <td> 13</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Percentage of sample expressing the right vent...</td>\n",
        "      <td> http://neurovault.org/media/images/13/Ventral_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2013-08-02T15:30:14.585Z</td>\n",
        "      <td>           Right Ventral Anterior Insula Coherence</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/17/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9  </th>\n",
        "      <td> 2013-08-02T14:38:20.706Z</td>\n",
        "      <td> 13</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Percentage of sample expressing the right dors...</td>\n",
        "      <td> http://neurovault.org/media/images/13/Dorsal_I...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2013-08-02T15:30:14.657Z</td>\n",
        "      <td>            Right Dorsal Anterior Insula Coherence</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/18/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10 </th>\n",
        "      <td> 2013-08-02T14:39:08.818Z</td>\n",
        "      <td> 13</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Percentage of sample expressing the right post...</td>\n",
        "      <td> http://neurovault.org/media/images/13/Posterio...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2013-08-02T15:30:14.704Z</td>\n",
        "      <td>                  Right Posterior Insula Coherence</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/19/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11 </th>\n",
        "      <td> 2013-06-16T16:53:30.929Z</td>\n",
        "      <td>  7</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Reverse inference z images for each domain sea...</td>\n",
        "      <td> http://neurovault.org/media/images/7/executive...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2013-06-16T16:53:30.929Z</td>\n",
        "      <td>                                Executive_revInf_z</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/10/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12 </th>\n",
        "      <td> 2014-06-04T15:08:16.120Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task003_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:24.989Z</td>\n",
        "      <td>                            task003_003_all.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/133/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13 </th>\n",
        "      <td> 2014-06-04T15:08:16.147Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task001_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:25.000Z</td>\n",
        "      <td>                            task001_003_all.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/134/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14 </th>\n",
        "      <td> 2014-06-04T15:08:16.192Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task002_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:25.011Z</td>\n",
        "      <td>                           task002_001_task.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/135/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15 </th>\n",
        "      <td> 2014-06-04T15:08:16.212Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task001_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:25.019Z</td>\n",
        "      <td>                       task001_002_feedback.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/136/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16 </th>\n",
        "      <td> 2013-09-05T13:01:18.109Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                 Thinking about friends and family</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat13....</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.769Z</td>\n",
        "      <td>                           fALFF: Social Cognition</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/31/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17 </th>\n",
        "      <td> 2013-09-05T13:01:26.254Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                 More vague less specific thoughts</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat15....</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.781Z</td>\n",
        "      <td>                           fALFF: +Vague -Specific</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/32/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18 </th>\n",
        "      <td> 2013-09-05T13:01:35.383Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                 Thinking in words</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat17....</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.794Z</td>\n",
        "      <td>                                      fALFF: Words</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/33/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19 </th>\n",
        "      <td> 2014-06-04T15:08:16.234Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task002_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:25.029Z</td>\n",
        "      <td>                            task002_003_all.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/137/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20 </th>\n",
        "      <td> 2013-06-12T08:46:42.105Z</td>\n",
        "      <td>  2</td>\n",
        "      <td>                                              None</td>\n",
        "      <td> None</td>\n",
        "      <td> Evidence for a role of the default mode networ...</td>\n",
        "      <td> http://neurovault.org/media/unthresholded_smal...</td>\n",
        "      <td>     T</td>\n",
        "      <td> 2013-12-26T18:05:31.818Z</td>\n",
        "      <td>                                               Map</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>   http://neurovault.org/api/images/2/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21 </th>\n",
        "      <td> 2013-08-02T15:57:07.401Z</td>\n",
        "      <td> 14</td>\n",
        "      <td> matching expectations vs returning less than p...</td>\n",
        "      <td>     </td>\n",
        "      <td> This contrast compares trials in which partici...</td>\n",
        "      <td> http://neurovault.org/media/images/14/GuiltVsR...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2014-04-11T22:35:31.512Z</td>\n",
        "      <td>                                    Guilt Aversion</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/23/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22 </th>\n",
        "      <td> 2014-06-04T15:08:16.254Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task002_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:25.038Z</td>\n",
        "      <td>                       task002_002_feedback.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/138/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23 </th>\n",
        "      <td> 2013-09-05T12:50:41.647Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                           Thinking about the past</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat1.n...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.645Z</td>\n",
        "      <td>                                       fALFF: Past</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/25/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24 </th>\n",
        "      <td> 2013-09-05T13:00:43.462Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                         Thinking about the future</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat3.n...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.705Z</td>\n",
        "      <td>                                     fALFF: Future</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/26/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25 </th>\n",
        "      <td> 2013-09-05T13:00:43.490Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>      Thinking more about the past than the future</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat5.n...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.718Z</td>\n",
        "      <td>                              fALFF: Past &gt; Future</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/27/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26 </th>\n",
        "      <td> 2013-09-05T13:00:52.561Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                 Positive thinking</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat7.n...</td>\n",
        "      <td>     Z</td>\n",
        "      <td> 2013-09-05T13:55:23.731Z</td>\n",
        "      <td>                                   fALFF: Positive</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/28/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27 </th>\n",
        "      <td> 2013-09-05T13:01:00.502Z</td>\n",
        "      <td> 16</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                 Negative thinking</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat9.n...</td>\n",
        "      <td>     T</td>\n",
        "      <td> 2013-09-05T13:55:23.743Z</td>\n",
        "      <td>                                   fALFF: Negative</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>  http://neurovault.org/api/images/29/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28 </th>\n",
        "      <td> 2014-06-04T15:08:16.277Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task003_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:25.048Z</td>\n",
        "      <td>                       task003_002_feedback.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/139/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29 </th>\n",
        "      <td> 2014-06-04T15:08:16.296Z</td>\n",
        "      <td> 40</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td>                                            FSL5.0</td>\n",
        "      <td> http://neurovault.org/media/images/40/task003_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-04T15:08:25.059Z</td>\n",
        "      <td>                           task003_001_task.nii.gz</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/140/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>176</th>\n",
        "      <td> 2014-06-26T10:34:58.686Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.327Z</td>\n",
        "      <td> Effect size_ Left Dorsal Network_Phase_main ef...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/266/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>177</th>\n",
        "      <td> 2014-06-26T10:40:33.656Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.350Z</td>\n",
        "      <td> Effect size_Left Dorsal Network_Women_Cycle Ph...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/268/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>178</th>\n",
        "      <td> 2014-06-24T14:22:34.721Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Main effect of CyclePhase from a 2(sex) by 3(C...</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "      <td>     F</td>\n",
        "      <td> 2014-06-26T12:41:13.209Z</td>\n",
        "      <td>           Anterior Network_CyclePhase_main effect</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/255/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>179</th>\n",
        "      <td> 2014-06-24T14:24:18.242Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Interactionof Sex and Cycle Phase from a 2(sex...</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "      <td>     F</td>\n",
        "      <td> 2014-06-26T12:41:13.221Z</td>\n",
        "      <td>  Anterior Network_Sex and Cycle Phase interaction</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/256/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>180</th>\n",
        "      <td> 2014-06-24T14:21:23.767Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Main effect of Sex from a 2(sex) by 3(Cycle ph...</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "      <td>     F</td>\n",
        "      <td> 2014-06-26T12:41:13.199Z</td>\n",
        "      <td>                  Anterior Network_Sex_main effect</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/254/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>181</th>\n",
        "      <td> 2014-06-24T14:14:45.040Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Interactionof Sex and Cycle Phase from a 2(sex...</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "      <td>     F</td>\n",
        "      <td> 2014-06-26T12:41:13.188Z</td>\n",
        "      <td> Right Dorsal Network_Sex and Cycle Phase inter...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/253/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>182</th>\n",
        "      <td> 2014-06-24T14:13:50.378Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Main effect of CyclePhase from a 2(sex) by 3(C...</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "      <td>     F</td>\n",
        "      <td> 2014-06-26T12:41:13.178Z</td>\n",
        "      <td>       Right Dorsal Network_CyclePhase_main effect</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/252/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>183</th>\n",
        "      <td> 2014-06-26T11:13:07.290Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.426Z</td>\n",
        "      <td> Effect size_Ventral Network_Women_Cycle Phase_...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/273/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>184</th>\n",
        "      <td> 2014-06-26T11:13:07.300Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.436Z</td>\n",
        "      <td> Effect size_Ventral Network_Men_Session_Main e...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/274/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>185</th>\n",
        "      <td> 2014-06-26T11:21:26.271Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.446Z</td>\n",
        "      <td>  Effect size_Right Dorsal Network_Sex_main effect</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/275/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>186</th>\n",
        "      <td> 2014-06-26T11:21:26.281Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.454Z</td>\n",
        "      <td> Effect size_Right Dorsal Network_Phase_main ef...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/276/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>187</th>\n",
        "      <td> 2014-06-26T11:24:06.343Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Interactio...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.465Z</td>\n",
        "      <td> Effect size_Right Dorsal Network_Sex and Phase...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/277/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>188</th>\n",
        "      <td> 2014-06-26T11:24:06.351Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.474Z</td>\n",
        "      <td> Effect size_Right Dorsal Network_Women_Cycle P...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/278/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>189</th>\n",
        "      <td> 2014-06-26T11:24:58.623Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.483Z</td>\n",
        "      <td> Effect size_Right Dorsal Network_Men_Session_M...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/279/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>190</th>\n",
        "      <td> 2014-06-26T11:26:59.064Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.491Z</td>\n",
        "      <td>      Effect Size_Anterior Network_Sex_main effect</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/280/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>191</th>\n",
        "      <td> 2014-06-26T11:34:47.116Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.500Z</td>\n",
        "      <td>    Effect size_Anterior Network_Phase_main effect</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/281/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>192</th>\n",
        "      <td> 2014-06-26T11:40:18.232Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Interactio...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.509Z</td>\n",
        "      <td> Effect size_Anterior Network_Sex and Phase_Int...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/282/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>193</th>\n",
        "      <td> 2014-06-26T11:13:07.275Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Interactio...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.392Z</td>\n",
        "      <td> Effect size_Ventral Network_Sex and Phase_Inte...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/272/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>194</th>\n",
        "      <td> 2014-06-30T15:44:41.532Z</td>\n",
        "      <td> 57</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Hours of practice correlated with FA in the co...</td>\n",
        "      <td> http://neurovault.org/media/images/57/Ms_prac_...</td>\n",
        "      <td>     T</td>\n",
        "      <td> 2014-06-30T15:45:54.868Z</td>\n",
        "      <td>               Musicians correlation with practice</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/295/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>195</th>\n",
        "      <td> 2014-06-26T11:40:18.258Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.517Z</td>\n",
        "      <td> Effect size_Anterior Network_Women_Cycle Phase...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/283/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>196</th>\n",
        "      <td> 2014-06-26T11:40:18.264Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Effect size (omega squared) maps of Main effec...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.526Z</td>\n",
        "      <td> Effect size_Anterior Network_Men_Session_Main ...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/284/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>197</th>\n",
        "      <td> 2014-06-26T12:32:43.488Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_05_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.536Z</td>\n",
        "      <td>                     ICC_Women_Left Dorsal Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/285/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>198</th>\n",
        "      <td> 2014-06-26T12:32:43.524Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_05_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.545Z</td>\n",
        "      <td>                       ICC_Men_Left Dorsal Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/286/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>199</th>\n",
        "      <td> 2014-06-26T12:32:43.531Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_07_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.554Z</td>\n",
        "      <td>                         ICC_Women_Ventral Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/287/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>200</th>\n",
        "      <td> 2014-06-26T12:32:43.538Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_07_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.562Z</td>\n",
        "      <td>                           ICC_Men_Ventral Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/288/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>201</th>\n",
        "      <td> 2014-06-26T12:41:13.571Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_21_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.571Z</td>\n",
        "      <td>                    ICC_Women_Right Dorsal Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/289/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>202</th>\n",
        "      <td> 2014-06-26T12:41:13.582Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_21_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.582Z</td>\n",
        "      <td>                      ICC_Men_Right Dorsal Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/290/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>203</th>\n",
        "      <td> 2014-06-26T12:41:13.590Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_22_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.590Z</td>\n",
        "      <td>                        ICC_Women_Anterior Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/291/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>204</th>\n",
        "      <td> 2014-06-26T12:41:13.597Z</td>\n",
        "      <td> 56</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Intraclass correlation analysis (reliability) ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_22_...</td>\n",
        "      <td> Other</td>\n",
        "      <td> 2014-06-26T12:41:13.597Z</td>\n",
        "      <td>                          ICC_Men_Anterior Network</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/292/</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>205</th>\n",
        "      <td> 2014-06-30T15:40:23.695Z</td>\n",
        "      <td> 57</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>     </td>\n",
        "      <td> Correlation between motor cortical interhemisp...</td>\n",
        "      <td> http://neurovault.org/media/images/57/IHIbaseL...</td>\n",
        "      <td>     T</td>\n",
        "      <td> 2014-06-30T15:45:54.755Z</td>\n",
        "      <td>                            IHI correlated with FA</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td> http://neurovault.org/api/images/294/</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "<p>206 rows \u00d7 12 columns</p>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 20,
       "text": [
        "                     add_date  collection_id  \\\n",
        "0    2013-08-02T14:44:27.804Z             13   \n",
        "1    2013-06-12T14:43:45.377Z              3   \n",
        "2    2013-06-12T14:47:19.050Z              3   \n",
        "3    2013-06-12T14:48:48.343Z              3   \n",
        "4    2013-08-02T14:51:52.201Z             13   \n",
        "5    2013-08-02T15:30:37.334Z             13   \n",
        "6    2013-06-13T15:33:04.581Z              4   \n",
        "7    2013-09-05T13:01:08.842Z             16   \n",
        "8    2013-08-02T14:28:46.764Z             13   \n",
        "9    2013-08-02T14:38:20.706Z             13   \n",
        "10   2013-08-02T14:39:08.818Z             13   \n",
        "11   2013-06-16T16:53:30.929Z              7   \n",
        "12   2014-06-04T15:08:16.120Z             40   \n",
        "13   2014-06-04T15:08:16.147Z             40   \n",
        "14   2014-06-04T15:08:16.192Z             40   \n",
        "15   2014-06-04T15:08:16.212Z             40   \n",
        "16   2013-09-05T13:01:18.109Z             16   \n",
        "17   2013-09-05T13:01:26.254Z             16   \n",
        "18   2013-09-05T13:01:35.383Z             16   \n",
        "19   2014-06-04T15:08:16.234Z             40   \n",
        "20   2013-06-12T08:46:42.105Z              2   \n",
        "21   2013-08-02T15:57:07.401Z             14   \n",
        "22   2014-06-04T15:08:16.254Z             40   \n",
        "23   2013-09-05T12:50:41.647Z             16   \n",
        "24   2013-09-05T13:00:43.462Z             16   \n",
        "25   2013-09-05T13:00:43.490Z             16   \n",
        "26   2013-09-05T13:00:52.561Z             16   \n",
        "27   2013-09-05T13:01:00.502Z             16   \n",
        "28   2014-06-04T15:08:16.277Z             40   \n",
        "29   2014-06-04T15:08:16.296Z             40   \n",
        "..                        ...            ...   \n",
        "176  2014-06-26T10:34:58.686Z             56   \n",
        "177  2014-06-26T10:40:33.656Z             56   \n",
        "178  2014-06-24T14:22:34.721Z             56   \n",
        "179  2014-06-24T14:24:18.242Z             56   \n",
        "180  2014-06-24T14:21:23.767Z             56   \n",
        "181  2014-06-24T14:14:45.040Z             56   \n",
        "182  2014-06-24T14:13:50.378Z             56   \n",
        "183  2014-06-26T11:13:07.290Z             56   \n",
        "184  2014-06-26T11:13:07.300Z             56   \n",
        "185  2014-06-26T11:21:26.271Z             56   \n",
        "186  2014-06-26T11:21:26.281Z             56   \n",
        "187  2014-06-26T11:24:06.343Z             56   \n",
        "188  2014-06-26T11:24:06.351Z             56   \n",
        "189  2014-06-26T11:24:58.623Z             56   \n",
        "190  2014-06-26T11:26:59.064Z             56   \n",
        "191  2014-06-26T11:34:47.116Z             56   \n",
        "192  2014-06-26T11:40:18.232Z             56   \n",
        "193  2014-06-26T11:13:07.275Z             56   \n",
        "194  2014-06-30T15:44:41.532Z             57   \n",
        "195  2014-06-26T11:40:18.258Z             56   \n",
        "196  2014-06-26T11:40:18.264Z             56   \n",
        "197  2014-06-26T12:32:43.488Z             56   \n",
        "198  2014-06-26T12:32:43.524Z             56   \n",
        "199  2014-06-26T12:32:43.531Z             56   \n",
        "200  2014-06-26T12:32:43.538Z             56   \n",
        "201  2014-06-26T12:41:13.571Z             56   \n",
        "202  2014-06-26T12:41:13.582Z             56   \n",
        "203  2014-06-26T12:41:13.590Z             56   \n",
        "204  2014-06-26T12:41:13.597Z             56   \n",
        "205  2014-06-30T15:40:23.695Z             57   \n",
        "\n",
        "                                   contrast_definition  \\\n",
        "0                                                        \n",
        "1                                                 None   \n",
        "2                                                 None   \n",
        "3                                                 None   \n",
        "4                                                        \n",
        "5                                                        \n",
        "6                                                        \n",
        "7                                                        \n",
        "8                                                        \n",
        "9                                                        \n",
        "10                                                       \n",
        "11                                                       \n",
        "12                                                       \n",
        "13                                                       \n",
        "14                                                       \n",
        "15                                                       \n",
        "16                                                       \n",
        "17                                                       \n",
        "18                                                       \n",
        "19                                                       \n",
        "20                                                None   \n",
        "21   matching expectations vs returning less than p...   \n",
        "22                                                       \n",
        "23                                                       \n",
        "24                                                       \n",
        "25                                                       \n",
        "26                                                       \n",
        "27                                                       \n",
        "28                                                       \n",
        "29                                                       \n",
        "..                                                 ...   \n",
        "176                                                      \n",
        "177                                                      \n",
        "178                                                      \n",
        "179                                                      \n",
        "180                                                      \n",
        "181                                                      \n",
        "182                                                      \n",
        "183                                                      \n",
        "184                                                      \n",
        "185                                                      \n",
        "186                                                      \n",
        "187                                                      \n",
        "188                                                      \n",
        "189                                                      \n",
        "190                                                      \n",
        "191                                                      \n",
        "192                                                      \n",
        "193                                                      \n",
        "194                                                      \n",
        "195                                                      \n",
        "196                                                      \n",
        "197                                                      \n",
        "198                                                      \n",
        "199                                                      \n",
        "200                                                      \n",
        "201                                                      \n",
        "202                                                      \n",
        "203                                                      \n",
        "204                                                      \n",
        "205                                                      \n",
        "\n",
        "    contrast_definition_cogatlas  \\\n",
        "0                                  \n",
        "1                           None   \n",
        "2                           None   \n",
        "3                           None   \n",
        "4                                  \n",
        "5                                  \n",
        "6                                  \n",
        "7                                  \n",
        "8                                  \n",
        "9                                  \n",
        "10                                 \n",
        "11                                 \n",
        "12                                 \n",
        "13                                 \n",
        "14                                 \n",
        "15                                 \n",
        "16                                 \n",
        "17                                 \n",
        "18                                 \n",
        "19                                 \n",
        "20                          None   \n",
        "21                                 \n",
        "22                                 \n",
        "23                                 \n",
        "24                                 \n",
        "25                                 \n",
        "26                                 \n",
        "27                                 \n",
        "28                                 \n",
        "29                                 \n",
        "..                           ...   \n",
        "176                                \n",
        "177                                \n",
        "178                                \n",
        "179                                \n",
        "180                                \n",
        "181                                \n",
        "182                                \n",
        "183                                \n",
        "184                                \n",
        "185                                \n",
        "186                                \n",
        "187                                \n",
        "188                                \n",
        "189                                \n",
        "190                                \n",
        "191                                \n",
        "192                                \n",
        "193                                \n",
        "194                                \n",
        "195                                \n",
        "196                                \n",
        "197                                \n",
        "198                                \n",
        "199                                \n",
        "200                                \n",
        "201                                \n",
        "202                                \n",
        "203                                \n",
        "204                                \n",
        "205                                \n",
        "\n",
        "                                           description  \\\n",
        "0    Coactivation of right ventral anterior insula ...   \n",
        "1                                    task vs. baseline   \n",
        "2                           Parametric effect of gains   \n",
        "3                          Parametric effect of losses   \n",
        "4    Coactivation of right dorsal anterior insula u...   \n",
        "5    Coactivation of right posterior anterior insul...   \n",
        "6                                                 TEST   \n",
        "7                 More positive than negative thinking   \n",
        "8    Percentage of sample expressing the right vent...   \n",
        "9    Percentage of sample expressing the right dors...   \n",
        "10   Percentage of sample expressing the right post...   \n",
        "11   Reverse inference z images for each domain sea...   \n",
        "12                                              FSL5.0   \n",
        "13                                              FSL5.0   \n",
        "14                                              FSL5.0   \n",
        "15                                              FSL5.0   \n",
        "16                   Thinking about friends and family   \n",
        "17                   More vague less specific thoughts   \n",
        "18                                   Thinking in words   \n",
        "19                                              FSL5.0   \n",
        "20   Evidence for a role of the default mode networ...   \n",
        "21   This contrast compares trials in which partici...   \n",
        "22                                              FSL5.0   \n",
        "23                             Thinking about the past   \n",
        "24                           Thinking about the future   \n",
        "25        Thinking more about the past than the future   \n",
        "26                                   Positive thinking   \n",
        "27                                   Negative thinking   \n",
        "28                                              FSL5.0   \n",
        "29                                              FSL5.0   \n",
        "..                                                 ...   \n",
        "176  Effect size (omega squared) maps of Main effec...   \n",
        "177  Effect size (omega squared) maps of Main effec...   \n",
        "178  Main effect of CyclePhase from a 2(sex) by 3(C...   \n",
        "179  Interactionof Sex and Cycle Phase from a 2(sex...   \n",
        "180  Main effect of Sex from a 2(sex) by 3(Cycle ph...   \n",
        "181  Interactionof Sex and Cycle Phase from a 2(sex...   \n",
        "182  Main effect of CyclePhase from a 2(sex) by 3(C...   \n",
        "183  Effect size (omega squared) maps of Main effec...   \n",
        "184  Effect size (omega squared) maps of Main effec...   \n",
        "185  Effect size (omega squared) maps of Main effec...   \n",
        "186  Effect size (omega squared) maps of Main effec...   \n",
        "187  Effect size (omega squared) maps of Interactio...   \n",
        "188  Effect size (omega squared) maps of Main effec...   \n",
        "189  Effect size (omega squared) maps of Main effec...   \n",
        "190  Effect size (omega squared) maps of Main effec...   \n",
        "191  Effect size (omega squared) maps of Main effec...   \n",
        "192  Effect size (omega squared) maps of Interactio...   \n",
        "193  Effect size (omega squared) maps of Interactio...   \n",
        "194  Hours of practice correlated with FA in the co...   \n",
        "195  Effect size (omega squared) maps of Main effec...   \n",
        "196  Effect size (omega squared) maps of Main effec...   \n",
        "197  Intraclass correlation analysis (reliability) ...   \n",
        "198  Intraclass correlation analysis (reliability) ...   \n",
        "199  Intraclass correlation analysis (reliability) ...   \n",
        "200  Intraclass correlation analysis (reliability) ...   \n",
        "201  Intraclass correlation analysis (reliability) ...   \n",
        "202  Intraclass correlation analysis (reliability) ...   \n",
        "203  Intraclass correlation analysis (reliability) ...   \n",
        "204  Intraclass correlation analysis (reliability) ...   \n",
        "205  Correlation between motor cortical interhemisp...   \n",
        "\n",
        "                                                  file map_type  \\\n",
        "0    http://neurovault.org/media/images/13/Ventral_...        Z   \n",
        "1    http://neurovault.org/media/images/3/cope1_zst...        Z   \n",
        "2    http://neurovault.org/media/images/3/cope2.nii.gz        Z   \n",
        "3    http://neurovault.org/media/images/3/cope3.nii.gz        Z   \n",
        "4    http://neurovault.org/media/images/13/Dorsal_A...        Z   \n",
        "5    http://neurovault.org/media/images/13/Posterio...        Z   \n",
        "6    http://neurovault.org/media/images/4/test2.nii.gz        Z   \n",
        "7    http://neurovault.org/media/images/16/zstat11....        Z   \n",
        "8    http://neurovault.org/media/images/13/Ventral_...    Other   \n",
        "9    http://neurovault.org/media/images/13/Dorsal_I...    Other   \n",
        "10   http://neurovault.org/media/images/13/Posterio...    Other   \n",
        "11   http://neurovault.org/media/images/7/executive...    Other   \n",
        "12   http://neurovault.org/media/images/40/task003_...    Other   \n",
        "13   http://neurovault.org/media/images/40/task001_...    Other   \n",
        "14   http://neurovault.org/media/images/40/task002_...    Other   \n",
        "15   http://neurovault.org/media/images/40/task001_...    Other   \n",
        "16   http://neurovault.org/media/images/16/zstat13....        Z   \n",
        "17   http://neurovault.org/media/images/16/zstat15....        Z   \n",
        "18   http://neurovault.org/media/images/16/zstat17....        Z   \n",
        "19   http://neurovault.org/media/images/40/task002_...    Other   \n",
        "20   http://neurovault.org/media/unthresholded_smal...        T   \n",
        "21   http://neurovault.org/media/images/14/GuiltVsR...        Z   \n",
        "22   http://neurovault.org/media/images/40/task002_...    Other   \n",
        "23   http://neurovault.org/media/images/16/zstat1.n...        Z   \n",
        "24   http://neurovault.org/media/images/16/zstat3.n...        Z   \n",
        "25   http://neurovault.org/media/images/16/zstat5.n...        Z   \n",
        "26   http://neurovault.org/media/images/16/zstat7.n...        Z   \n",
        "27   http://neurovault.org/media/images/16/zstat9.n...        T   \n",
        "28   http://neurovault.org/media/images/40/task003_...    Other   \n",
        "29   http://neurovault.org/media/images/40/task003_...    Other   \n",
        "..                                                 ...      ...   \n",
        "176  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "177  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "178  http://neurovault.org/media/images/56/spmF_000...        F   \n",
        "179  http://neurovault.org/media/images/56/spmF_000...        F   \n",
        "180  http://neurovault.org/media/images/56/spmF_000...        F   \n",
        "181  http://neurovault.org/media/images/56/spmF_000...        F   \n",
        "182  http://neurovault.org/media/images/56/spmF_000...        F   \n",
        "183  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "184  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "185  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "186  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "187  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "188  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "189  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "190  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "191  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "192  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "193  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "194  http://neurovault.org/media/images/57/Ms_prac_...        T   \n",
        "195  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "196  http://neurovault.org/media/images/56/omega2_F...    Other   \n",
        "197  http://neurovault.org/media/images/56/Comp_05_...    Other   \n",
        "198  http://neurovault.org/media/images/56/Comp_05_...    Other   \n",
        "199  http://neurovault.org/media/images/56/Comp_07_...    Other   \n",
        "200  http://neurovault.org/media/images/56/Comp_07_...    Other   \n",
        "201  http://neurovault.org/media/images/56/Comp_21_...    Other   \n",
        "202  http://neurovault.org/media/images/56/Comp_21_...    Other   \n",
        "203  http://neurovault.org/media/images/56/Comp_22_...    Other   \n",
        "204  http://neurovault.org/media/images/56/Comp_22_...    Other   \n",
        "205  http://neurovault.org/media/images/57/IHIbaseL...        T   \n",
        "\n",
        "                  modify_date  \\\n",
        "0    2013-08-02T15:30:14.753Z   \n",
        "1    2013-06-12T14:48:31.675Z   \n",
        "2    2013-06-12T14:48:39.840Z   \n",
        "3    2013-06-12T14:48:48.343Z   \n",
        "4    2013-08-02T15:30:14.813Z   \n",
        "5    2013-08-02T15:30:37.334Z   \n",
        "6    2013-06-13T17:34:01.705Z   \n",
        "7    2013-09-05T13:55:23.756Z   \n",
        "8    2013-08-02T15:30:14.585Z   \n",
        "9    2013-08-02T15:30:14.657Z   \n",
        "10   2013-08-02T15:30:14.704Z   \n",
        "11   2013-06-16T16:53:30.929Z   \n",
        "12   2014-06-04T15:08:24.989Z   \n",
        "13   2014-06-04T15:08:25.000Z   \n",
        "14   2014-06-04T15:08:25.011Z   \n",
        "15   2014-06-04T15:08:25.019Z   \n",
        "16   2013-09-05T13:55:23.769Z   \n",
        "17   2013-09-05T13:55:23.781Z   \n",
        "18   2013-09-05T13:55:23.794Z   \n",
        "19   2014-06-04T15:08:25.029Z   \n",
        "20   2013-12-26T18:05:31.818Z   \n",
        "21   2014-04-11T22:35:31.512Z   \n",
        "22   2014-06-04T15:08:25.038Z   \n",
        "23   2013-09-05T13:55:23.645Z   \n",
        "24   2013-09-05T13:55:23.705Z   \n",
        "25   2013-09-05T13:55:23.718Z   \n",
        "26   2013-09-05T13:55:23.731Z   \n",
        "27   2013-09-05T13:55:23.743Z   \n",
        "28   2014-06-04T15:08:25.048Z   \n",
        "29   2014-06-04T15:08:25.059Z   \n",
        "..                        ...   \n",
        "176  2014-06-26T12:41:13.327Z   \n",
        "177  2014-06-26T12:41:13.350Z   \n",
        "178  2014-06-26T12:41:13.209Z   \n",
        "179  2014-06-26T12:41:13.221Z   \n",
        "180  2014-06-26T12:41:13.199Z   \n",
        "181  2014-06-26T12:41:13.188Z   \n",
        "182  2014-06-26T12:41:13.178Z   \n",
        "183  2014-06-26T12:41:13.426Z   \n",
        "184  2014-06-26T12:41:13.436Z   \n",
        "185  2014-06-26T12:41:13.446Z   \n",
        "186  2014-06-26T12:41:13.454Z   \n",
        "187  2014-06-26T12:41:13.465Z   \n",
        "188  2014-06-26T12:41:13.474Z   \n",
        "189  2014-06-26T12:41:13.483Z   \n",
        "190  2014-06-26T12:41:13.491Z   \n",
        "191  2014-06-26T12:41:13.500Z   \n",
        "192  2014-06-26T12:41:13.509Z   \n",
        "193  2014-06-26T12:41:13.392Z   \n",
        "194  2014-06-30T15:45:54.868Z   \n",
        "195  2014-06-26T12:41:13.517Z   \n",
        "196  2014-06-26T12:41:13.526Z   \n",
        "197  2014-06-26T12:41:13.536Z   \n",
        "198  2014-06-26T12:41:13.545Z   \n",
        "199  2014-06-26T12:41:13.554Z   \n",
        "200  2014-06-26T12:41:13.562Z   \n",
        "201  2014-06-26T12:41:13.571Z   \n",
        "202  2014-06-26T12:41:13.582Z   \n",
        "203  2014-06-26T12:41:13.590Z   \n",
        "204  2014-06-26T12:41:13.597Z   \n",
        "205  2014-06-30T15:45:54.755Z   \n",
        "\n",
        "                                                  name  smoothness_fwhm  \\\n",
        "0           Right Ventral Anterior Insula Coactivation              NaN   \n",
        "1                                                Cope1              NaN   \n",
        "2                                                Cope2              NaN   \n",
        "3                                                Cope3              NaN   \n",
        "4        Right Dorsal Anterior Insula Coactivation Map              NaN   \n",
        "5                  Right Posterior Insula Coactivation              NaN   \n",
        "6                                                 TEST              NaN   \n",
        "7                           fALFF: Positive > Negative              NaN   \n",
        "8              Right Ventral Anterior Insula Coherence              NaN   \n",
        "9               Right Dorsal Anterior Insula Coherence              NaN   \n",
        "10                    Right Posterior Insula Coherence              NaN   \n",
        "11                                  Executive_revInf_z              NaN   \n",
        "12                              task003_003_all.nii.gz              NaN   \n",
        "13                              task001_003_all.nii.gz              NaN   \n",
        "14                             task002_001_task.nii.gz              NaN   \n",
        "15                         task001_002_feedback.nii.gz              NaN   \n",
        "16                             fALFF: Social Cognition              NaN   \n",
        "17                             fALFF: +Vague -Specific              NaN   \n",
        "18                                        fALFF: Words              NaN   \n",
        "19                              task002_003_all.nii.gz              NaN   \n",
        "20                                                 Map              NaN   \n",
        "21                                      Guilt Aversion              NaN   \n",
        "22                         task002_002_feedback.nii.gz              NaN   \n",
        "23                                         fALFF: Past              NaN   \n",
        "24                                       fALFF: Future              NaN   \n",
        "25                                fALFF: Past > Future              NaN   \n",
        "26                                     fALFF: Positive              NaN   \n",
        "27                                     fALFF: Negative              NaN   \n",
        "28                         task003_002_feedback.nii.gz              NaN   \n",
        "29                             task003_001_task.nii.gz              NaN   \n",
        "..                                                 ...              ...   \n",
        "176  Effect size_ Left Dorsal Network_Phase_main ef...              NaN   \n",
        "177  Effect size_Left Dorsal Network_Women_Cycle Ph...              NaN   \n",
        "178            Anterior Network_CyclePhase_main effect              NaN   \n",
        "179   Anterior Network_Sex and Cycle Phase interaction              NaN   \n",
        "180                   Anterior Network_Sex_main effect              NaN   \n",
        "181  Right Dorsal Network_Sex and Cycle Phase inter...              NaN   \n",
        "182        Right Dorsal Network_CyclePhase_main effect              NaN   \n",
        "183  Effect size_Ventral Network_Women_Cycle Phase_...              NaN   \n",
        "184  Effect size_Ventral Network_Men_Session_Main e...              NaN   \n",
        "185   Effect size_Right Dorsal Network_Sex_main effect              NaN   \n",
        "186  Effect size_Right Dorsal Network_Phase_main ef...              NaN   \n",
        "187  Effect size_Right Dorsal Network_Sex and Phase...              NaN   \n",
        "188  Effect size_Right Dorsal Network_Women_Cycle P...              NaN   \n",
        "189  Effect size_Right Dorsal Network_Men_Session_M...              NaN   \n",
        "190       Effect Size_Anterior Network_Sex_main effect              NaN   \n",
        "191     Effect size_Anterior Network_Phase_main effect              NaN   \n",
        "192  Effect size_Anterior Network_Sex and Phase_Int...              NaN   \n",
        "193  Effect size_Ventral Network_Sex and Phase_Inte...              NaN   \n",
        "194                Musicians correlation with practice              NaN   \n",
        "195  Effect size_Anterior Network_Women_Cycle Phase...              NaN   \n",
        "196  Effect size_Anterior Network_Men_Session_Main ...              NaN   \n",
        "197                      ICC_Women_Left Dorsal Network              NaN   \n",
        "198                        ICC_Men_Left Dorsal Network              NaN   \n",
        "199                          ICC_Women_Ventral Network              NaN   \n",
        "200                            ICC_Men_Ventral Network              NaN   \n",
        "201                     ICC_Women_Right Dorsal Network              NaN   \n",
        "202                       ICC_Men_Right Dorsal Network              NaN   \n",
        "203                         ICC_Women_Anterior Network              NaN   \n",
        "204                           ICC_Men_Anterior Network              NaN   \n",
        "205                             IHI correlated with FA              NaN   \n",
        "\n",
        "     statistic_parameters                                    url  \n",
        "0                     NaN   http://neurovault.org/api/images/20/  \n",
        "1                     NaN    http://neurovault.org/api/images/3/  \n",
        "2                     NaN    http://neurovault.org/api/images/4/  \n",
        "3                     NaN    http://neurovault.org/api/images/5/  \n",
        "4                     NaN   http://neurovault.org/api/images/21/  \n",
        "5                     NaN   http://neurovault.org/api/images/22/  \n",
        "6                     NaN    http://neurovault.org/api/images/6/  \n",
        "7                     NaN   http://neurovault.org/api/images/30/  \n",
        "8                     NaN   http://neurovault.org/api/images/17/  \n",
        "9                     NaN   http://neurovault.org/api/images/18/  \n",
        "10                    NaN   http://neurovault.org/api/images/19/  \n",
        "11                    NaN   http://neurovault.org/api/images/10/  \n",
        "12                    NaN  http://neurovault.org/api/images/133/  \n",
        "13                    NaN  http://neurovault.org/api/images/134/  \n",
        "14                    NaN  http://neurovault.org/api/images/135/  \n",
        "15                    NaN  http://neurovault.org/api/images/136/  \n",
        "16                    NaN   http://neurovault.org/api/images/31/  \n",
        "17                    NaN   http://neurovault.org/api/images/32/  \n",
        "18                    NaN   http://neurovault.org/api/images/33/  \n",
        "19                    NaN  http://neurovault.org/api/images/137/  \n",
        "20                    NaN    http://neurovault.org/api/images/2/  \n",
        "21                    NaN   http://neurovault.org/api/images/23/  \n",
        "22                    NaN  http://neurovault.org/api/images/138/  \n",
        "23                    NaN   http://neurovault.org/api/images/25/  \n",
        "24                    NaN   http://neurovault.org/api/images/26/  \n",
        "25                    NaN   http://neurovault.org/api/images/27/  \n",
        "26                    NaN   http://neurovault.org/api/images/28/  \n",
        "27                    NaN   http://neurovault.org/api/images/29/  \n",
        "28                    NaN  http://neurovault.org/api/images/139/  \n",
        "29                    NaN  http://neurovault.org/api/images/140/  \n",
        "..                    ...                                    ...  \n",
        "176                   NaN  http://neurovault.org/api/images/266/  \n",
        "177                   NaN  http://neurovault.org/api/images/268/  \n",
        "178                   NaN  http://neurovault.org/api/images/255/  \n",
        "179                   NaN  http://neurovault.org/api/images/256/  \n",
        "180                   NaN  http://neurovault.org/api/images/254/  \n",
        "181                   NaN  http://neurovault.org/api/images/253/  \n",
        "182                   NaN  http://neurovault.org/api/images/252/  \n",
        "183                   NaN  http://neurovault.org/api/images/273/  \n",
        "184                   NaN  http://neurovault.org/api/images/274/  \n",
        "185                   NaN  http://neurovault.org/api/images/275/  \n",
        "186                   NaN  http://neurovault.org/api/images/276/  \n",
        "187                   NaN  http://neurovault.org/api/images/277/  \n",
        "188                   NaN  http://neurovault.org/api/images/278/  \n",
        "189                   NaN  http://neurovault.org/api/images/279/  \n",
        "190                   NaN  http://neurovault.org/api/images/280/  \n",
        "191                   NaN  http://neurovault.org/api/images/281/  \n",
        "192                   NaN  http://neurovault.org/api/images/282/  \n",
        "193                   NaN  http://neurovault.org/api/images/272/  \n",
        "194                   NaN  http://neurovault.org/api/images/295/  \n",
        "195                   NaN  http://neurovault.org/api/images/283/  \n",
        "196                   NaN  http://neurovault.org/api/images/284/  \n",
        "197                   NaN  http://neurovault.org/api/images/285/  \n",
        "198                   NaN  http://neurovault.org/api/images/286/  \n",
        "199                   NaN  http://neurovault.org/api/images/287/  \n",
        "200                   NaN  http://neurovault.org/api/images/288/  \n",
        "201                   NaN  http://neurovault.org/api/images/289/  \n",
        "202                   NaN  http://neurovault.org/api/images/290/  \n",
        "203                   NaN  http://neurovault.org/api/images/291/  \n",
        "204                   NaN  http://neurovault.org/api/images/292/  \n",
        "205                   NaN  http://neurovault.org/api/images/294/  \n",
        "\n",
        "[206 rows x 12 columns]"
       ]
      }
     ],
     "prompt_number": 20
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Join the collection and images tables"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "new_df = pd.merge(images_df, collections_df, how='left', on='collection_id', suffixes=('_image', '_collection'))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 24
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Print DOI and URL of the paper, name of the image, and URL of the nifti file"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "new_df[['DOI', 'url_collection', 'name_image', 'file']]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>DOI</th>\n",
        "      <th>url_collection</th>\n",
        "      <th>name_image</th>\n",
        "      <th>file</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0  </th>\n",
        "      <td>        10.1093/cercor/bhs065</td>\n",
        "      <td> http://www.cercor.oxfordjournals.org/cgi/doi/1...</td>\n",
        "      <td>        Right Ventral Anterior Insula Coactivation</td>\n",
        "      <td> http://neurovault.org/media/images/13/Ventral_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1  </th>\n",
        "      <td>        10.1093/cercor/bhs065</td>\n",
        "      <td> http://www.cercor.oxfordjournals.org/cgi/doi/1...</td>\n",
        "      <td>     Right Dorsal Anterior Insula Coactivation Map</td>\n",
        "      <td> http://neurovault.org/media/images/13/Dorsal_A...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2  </th>\n",
        "      <td>        10.1093/cercor/bhs065</td>\n",
        "      <td> http://www.cercor.oxfordjournals.org/cgi/doi/1...</td>\n",
        "      <td>               Right Posterior Insula Coactivation</td>\n",
        "      <td> http://neurovault.org/media/images/13/Posterio...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3  </th>\n",
        "      <td>        10.1093/cercor/bhs065</td>\n",
        "      <td> http://www.cercor.oxfordjournals.org/cgi/doi/1...</td>\n",
        "      <td>           Right Ventral Anterior Insula Coherence</td>\n",
        "      <td> http://neurovault.org/media/images/13/Ventral_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4  </th>\n",
        "      <td>        10.1093/cercor/bhs065</td>\n",
        "      <td> http://www.cercor.oxfordjournals.org/cgi/doi/1...</td>\n",
        "      <td>            Right Dorsal Anterior Insula Coherence</td>\n",
        "      <td> http://neurovault.org/media/images/13/Dorsal_I...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5  </th>\n",
        "      <td>        10.1093/cercor/bhs065</td>\n",
        "      <td> http://www.cercor.oxfordjournals.org/cgi/doi/1...</td>\n",
        "      <td>                  Right Posterior Insula Coherence</td>\n",
        "      <td> http://neurovault.org/media/images/13/Posterio...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6  </th>\n",
        "      <td>      10.1126/science.1134239</td>\n",
        "      <td> http://www.sciencemag.org/cgi/doi/10.1126/scie...</td>\n",
        "      <td>                                             Cope1</td>\n",
        "      <td> http://neurovault.org/media/images/3/cope1_zst...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7  </th>\n",
        "      <td>      10.1126/science.1134239</td>\n",
        "      <td> http://www.sciencemag.org/cgi/doi/10.1126/scie...</td>\n",
        "      <td>                                             Cope2</td>\n",
        "      <td> http://neurovault.org/media/images/3/cope2.nii.gz</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8  </th>\n",
        "      <td>      10.1126/science.1134239</td>\n",
        "      <td> http://www.sciencemag.org/cgi/doi/10.1126/scie...</td>\n",
        "      <td>                                             Cope3</td>\n",
        "      <td> http://neurovault.org/media/images/3/cope3.nii.gz</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9  </th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                                              TEST</td>\n",
        "      <td> http://neurovault.org/media/images/4/test2.nii.gz</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                        fALFF: Positive &gt; Negative</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat11....</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                           fALFF: Social Cognition</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat13....</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                           fALFF: +Vague -Specific</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat15....</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                      fALFF: Words</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat17....</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                       fALFF: Past</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat1.n...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                     fALFF: Future</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat3.n...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                              fALFF: Past &gt; Future</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat5.n...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                   fALFF: Positive</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat7.n...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                   fALFF: Negative</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat9.n...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                     fALFF: Images</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat19....</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                          DC: Past</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat1_1...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                        DC: Future</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat3_1...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                 DC: Past &gt; Future</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat5_1...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                      DC: Positive</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat7_1...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                      DC: Negative</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat9_1...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                           DC: Positive &gt; Negative</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat11_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                              DC: Social Cognition</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat13_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                              DC: +Vague -Specific</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat15_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                         DC: Words</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat17_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29 </th>\n",
        "      <td> 10.1371/journal.pone.0097176</td>\n",
        "      <td>   http://dx.plos.org/10.1371/journal.pone.0097176</td>\n",
        "      <td>                                        DC: Images</td>\n",
        "      <td> http://neurovault.org/media/images/16/zstat19_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>176</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_ Left Dorsal Network_Phase_main ef...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>177</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Left Dorsal Network_Women_Cycle Ph...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>178</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>           Anterior Network_CyclePhase_main effect</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>179</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>  Anterior Network_Sex and Cycle Phase interaction</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>180</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                  Anterior Network_Sex_main effect</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>181</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Right Dorsal Network_Sex and Cycle Phase inter...</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>182</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>       Right Dorsal Network_CyclePhase_main effect</td>\n",
        "      <td> http://neurovault.org/media/images/56/spmF_000...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>183</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Ventral Network_Women_Cycle Phase_...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>184</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Ventral Network_Men_Session_Main e...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>185</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>  Effect size_Right Dorsal Network_Sex_main effect</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>186</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Right Dorsal Network_Phase_main ef...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>187</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Right Dorsal Network_Sex and Phase...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>188</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Right Dorsal Network_Women_Cycle P...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>189</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Right Dorsal Network_Men_Session_M...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>190</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>      Effect Size_Anterior Network_Sex_main effect</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>191</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>    Effect size_Anterior Network_Phase_main effect</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>192</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Anterior Network_Sex and Phase_Int...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>193</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Ventral Network_Sex and Phase_Inte...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>194</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Anterior Network_Women_Cycle Phase...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>195</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td> Effect size_Anterior Network_Men_Session_Main ...</td>\n",
        "      <td> http://neurovault.org/media/images/56/omega2_F...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>196</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                     ICC_Women_Left Dorsal Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_05_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>197</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                       ICC_Men_Left Dorsal Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_05_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>198</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                         ICC_Women_Ventral Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_07_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>199</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                           ICC_Men_Ventral Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_07_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>200</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                    ICC_Women_Right Dorsal Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_21_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>201</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                      ICC_Men_Right Dorsal Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_21_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>202</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                        ICC_Women_Anterior Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_22_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>203</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                          ICC_Men_Anterior Network</td>\n",
        "      <td> http://neurovault.org/media/images/56/Comp_22_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>204</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>               Musicians correlation with practice</td>\n",
        "      <td> http://neurovault.org/media/images/57/Ms_prac_...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>205</th>\n",
        "      <td>                         None</td>\n",
        "      <td>                                                  </td>\n",
        "      <td>                            IHI correlated with FA</td>\n",
        "      <td> http://neurovault.org/media/images/57/IHIbaseL...</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "<p>206 rows \u00d7 4 columns</p>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 38,
       "text": [
        "                              DOI  \\\n",
        "0           10.1093/cercor/bhs065   \n",
        "1           10.1093/cercor/bhs065   \n",
        "2           10.1093/cercor/bhs065   \n",
        "3           10.1093/cercor/bhs065   \n",
        "4           10.1093/cercor/bhs065   \n",
        "5           10.1093/cercor/bhs065   \n",
        "6         10.1126/science.1134239   \n",
        "7         10.1126/science.1134239   \n",
        "8         10.1126/science.1134239   \n",
        "9                            None   \n",
        "10   10.1371/journal.pone.0097176   \n",
        "11   10.1371/journal.pone.0097176   \n",
        "12   10.1371/journal.pone.0097176   \n",
        "13   10.1371/journal.pone.0097176   \n",
        "14   10.1371/journal.pone.0097176   \n",
        "15   10.1371/journal.pone.0097176   \n",
        "16   10.1371/journal.pone.0097176   \n",
        "17   10.1371/journal.pone.0097176   \n",
        "18   10.1371/journal.pone.0097176   \n",
        "19   10.1371/journal.pone.0097176   \n",
        "20   10.1371/journal.pone.0097176   \n",
        "21   10.1371/journal.pone.0097176   \n",
        "22   10.1371/journal.pone.0097176   \n",
        "23   10.1371/journal.pone.0097176   \n",
        "24   10.1371/journal.pone.0097176   \n",
        "25   10.1371/journal.pone.0097176   \n",
        "26   10.1371/journal.pone.0097176   \n",
        "27   10.1371/journal.pone.0097176   \n",
        "28   10.1371/journal.pone.0097176   \n",
        "29   10.1371/journal.pone.0097176   \n",
        "..                            ...   \n",
        "176                          None   \n",
        "177                          None   \n",
        "178                          None   \n",
        "179                          None   \n",
        "180                          None   \n",
        "181                          None   \n",
        "182                          None   \n",
        "183                          None   \n",
        "184                          None   \n",
        "185                          None   \n",
        "186                          None   \n",
        "187                          None   \n",
        "188                          None   \n",
        "189                          None   \n",
        "190                          None   \n",
        "191                          None   \n",
        "192                          None   \n",
        "193                          None   \n",
        "194                          None   \n",
        "195                          None   \n",
        "196                          None   \n",
        "197                          None   \n",
        "198                          None   \n",
        "199                          None   \n",
        "200                          None   \n",
        "201                          None   \n",
        "202                          None   \n",
        "203                          None   \n",
        "204                          None   \n",
        "205                          None   \n",
        "\n",
        "                                        url_collection  \\\n",
        "0    http://www.cercor.oxfordjournals.org/cgi/doi/1...   \n",
        "1    http://www.cercor.oxfordjournals.org/cgi/doi/1...   \n",
        "2    http://www.cercor.oxfordjournals.org/cgi/doi/1...   \n",
        "3    http://www.cercor.oxfordjournals.org/cgi/doi/1...   \n",
        "4    http://www.cercor.oxfordjournals.org/cgi/doi/1...   \n",
        "5    http://www.cercor.oxfordjournals.org/cgi/doi/1...   \n",
        "6    http://www.sciencemag.org/cgi/doi/10.1126/scie...   \n",
        "7    http://www.sciencemag.org/cgi/doi/10.1126/scie...   \n",
        "8    http://www.sciencemag.org/cgi/doi/10.1126/scie...   \n",
        "9                                                        \n",
        "10     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "11     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "12     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "13     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "14     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "15     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "16     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "17     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "18     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "19     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "20     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "21     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "22     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "23     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "24     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "25     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "26     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "27     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "28     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "29     http://dx.plos.org/10.1371/journal.pone.0097176   \n",
        "..                                                 ...   \n",
        "176                                                      \n",
        "177                                                      \n",
        "178                                                      \n",
        "179                                                      \n",
        "180                                                      \n",
        "181                                                      \n",
        "182                                                      \n",
        "183                                                      \n",
        "184                                                      \n",
        "185                                                      \n",
        "186                                                      \n",
        "187                                                      \n",
        "188                                                      \n",
        "189                                                      \n",
        "190                                                      \n",
        "191                                                      \n",
        "192                                                      \n",
        "193                                                      \n",
        "194                                                      \n",
        "195                                                      \n",
        "196                                                      \n",
        "197                                                      \n",
        "198                                                      \n",
        "199                                                      \n",
        "200                                                      \n",
        "201                                                      \n",
        "202                                                      \n",
        "203                                                      \n",
        "204                                                      \n",
        "205                                                      \n",
        "\n",
        "                                            name_image  \\\n",
        "0           Right Ventral Anterior Insula Coactivation   \n",
        "1        Right Dorsal Anterior Insula Coactivation Map   \n",
        "2                  Right Posterior Insula Coactivation   \n",
        "3              Right Ventral Anterior Insula Coherence   \n",
        "4               Right Dorsal Anterior Insula Coherence   \n",
        "5                     Right Posterior Insula Coherence   \n",
        "6                                                Cope1   \n",
        "7                                                Cope2   \n",
        "8                                                Cope3   \n",
        "9                                                 TEST   \n",
        "10                          fALFF: Positive > Negative   \n",
        "11                             fALFF: Social Cognition   \n",
        "12                             fALFF: +Vague -Specific   \n",
        "13                                        fALFF: Words   \n",
        "14                                         fALFF: Past   \n",
        "15                                       fALFF: Future   \n",
        "16                                fALFF: Past > Future   \n",
        "17                                     fALFF: Positive   \n",
        "18                                     fALFF: Negative   \n",
        "19                                       fALFF: Images   \n",
        "20                                            DC: Past   \n",
        "21                                          DC: Future   \n",
        "22                                   DC: Past > Future   \n",
        "23                                        DC: Positive   \n",
        "24                                        DC: Negative   \n",
        "25                             DC: Positive > Negative   \n",
        "26                                DC: Social Cognition   \n",
        "27                                DC: +Vague -Specific   \n",
        "28                                           DC: Words   \n",
        "29                                          DC: Images   \n",
        "..                                                 ...   \n",
        "176  Effect size_ Left Dorsal Network_Phase_main ef...   \n",
        "177  Effect size_Left Dorsal Network_Women_Cycle Ph...   \n",
        "178            Anterior Network_CyclePhase_main effect   \n",
        "179   Anterior Network_Sex and Cycle Phase interaction   \n",
        "180                   Anterior Network_Sex_main effect   \n",
        "181  Right Dorsal Network_Sex and Cycle Phase inter...   \n",
        "182        Right Dorsal Network_CyclePhase_main effect   \n",
        "183  Effect size_Ventral Network_Women_Cycle Phase_...   \n",
        "184  Effect size_Ventral Network_Men_Session_Main e...   \n",
        "185   Effect size_Right Dorsal Network_Sex_main effect   \n",
        "186  Effect size_Right Dorsal Network_Phase_main ef...   \n",
        "187  Effect size_Right Dorsal Network_Sex and Phase...   \n",
        "188  Effect size_Right Dorsal Network_Women_Cycle P...   \n",
        "189  Effect size_Right Dorsal Network_Men_Session_M...   \n",
        "190       Effect Size_Anterior Network_Sex_main effect   \n",
        "191     Effect size_Anterior Network_Phase_main effect   \n",
        "192  Effect size_Anterior Network_Sex and Phase_Int...   \n",
        "193  Effect size_Ventral Network_Sex and Phase_Inte...   \n",
        "194  Effect size_Anterior Network_Women_Cycle Phase...   \n",
        "195  Effect size_Anterior Network_Men_Session_Main ...   \n",
        "196                      ICC_Women_Left Dorsal Network   \n",
        "197                        ICC_Men_Left Dorsal Network   \n",
        "198                          ICC_Women_Ventral Network   \n",
        "199                            ICC_Men_Ventral Network   \n",
        "200                     ICC_Women_Right Dorsal Network   \n",
        "201                       ICC_Men_Right Dorsal Network   \n",
        "202                         ICC_Women_Anterior Network   \n",
        "203                           ICC_Men_Anterior Network   \n",
        "204                Musicians correlation with practice   \n",
        "205                             IHI correlated with FA   \n",
        "\n",
        "                                                  file  \n",
        "0    http://neurovault.org/media/images/13/Ventral_...  \n",
        "1    http://neurovault.org/media/images/13/Dorsal_A...  \n",
        "2    http://neurovault.org/media/images/13/Posterio...  \n",
        "3    http://neurovault.org/media/images/13/Ventral_...  \n",
        "4    http://neurovault.org/media/images/13/Dorsal_I...  \n",
        "5    http://neurovault.org/media/images/13/Posterio...  \n",
        "6    http://neurovault.org/media/images/3/cope1_zst...  \n",
        "7    http://neurovault.org/media/images/3/cope2.nii.gz  \n",
        "8    http://neurovault.org/media/images/3/cope3.nii.gz  \n",
        "9    http://neurovault.org/media/images/4/test2.nii.gz  \n",
        "10   http://neurovault.org/media/images/16/zstat11....  \n",
        "11   http://neurovault.org/media/images/16/zstat13....  \n",
        "12   http://neurovault.org/media/images/16/zstat15....  \n",
        "13   http://neurovault.org/media/images/16/zstat17....  \n",
        "14   http://neurovault.org/media/images/16/zstat1.n...  \n",
        "15   http://neurovault.org/media/images/16/zstat3.n...  \n",
        "16   http://neurovault.org/media/images/16/zstat5.n...  \n",
        "17   http://neurovault.org/media/images/16/zstat7.n...  \n",
        "18   http://neurovault.org/media/images/16/zstat9.n...  \n",
        "19   http://neurovault.org/media/images/16/zstat19....  \n",
        "20   http://neurovault.org/media/images/16/zstat1_1...  \n",
        "21   http://neurovault.org/media/images/16/zstat3_1...  \n",
        "22   http://neurovault.org/media/images/16/zstat5_1...  \n",
        "23   http://neurovault.org/media/images/16/zstat7_1...  \n",
        "24   http://neurovault.org/media/images/16/zstat9_1...  \n",
        "25   http://neurovault.org/media/images/16/zstat11_...  \n",
        "26   http://neurovault.org/media/images/16/zstat13_...  \n",
        "27   http://neurovault.org/media/images/16/zstat15_...  \n",
        "28   http://neurovault.org/media/images/16/zstat17_...  \n",
        "29   http://neurovault.org/media/images/16/zstat19_...  \n",
        "..                                                 ...  \n",
        "176  http://neurovault.org/media/images/56/omega2_F...  \n",
        "177  http://neurovault.org/media/images/56/omega2_F...  \n",
        "178  http://neurovault.org/media/images/56/spmF_000...  \n",
        "179  http://neurovault.org/media/images/56/spmF_000...  \n",
        "180  http://neurovault.org/media/images/56/spmF_000...  \n",
        "181  http://neurovault.org/media/images/56/spmF_000...  \n",
        "182  http://neurovault.org/media/images/56/spmF_000...  \n",
        "183  http://neurovault.org/media/images/56/omega2_F...  \n",
        "184  http://neurovault.org/media/images/56/omega2_F...  \n",
        "185  http://neurovault.org/media/images/56/omega2_F...  \n",
        "186  http://neurovault.org/media/images/56/omega2_F...  \n",
        "187  http://neurovault.org/media/images/56/omega2_F...  \n",
        "188  http://neurovault.org/media/images/56/omega2_F...  \n",
        "189  http://neurovault.org/media/images/56/omega2_F...  \n",
        "190  http://neurovault.org/media/images/56/omega2_F...  \n",
        "191  http://neurovault.org/media/images/56/omega2_F...  \n",
        "192  http://neurovault.org/media/images/56/omega2_F...  \n",
        "193  http://neurovault.org/media/images/56/omega2_F...  \n",
        "194  http://neurovault.org/media/images/56/omega2_F...  \n",
        "195  http://neurovault.org/media/images/56/omega2_F...  \n",
        "196  http://neurovault.org/media/images/56/Comp_05_...  \n",
        "197  http://neurovault.org/media/images/56/Comp_05_...  \n",
        "198  http://neurovault.org/media/images/56/Comp_07_...  \n",
        "199  http://neurovault.org/media/images/56/Comp_07_...  \n",
        "200  http://neurovault.org/media/images/56/Comp_21_...  \n",
        "201  http://neurovault.org/media/images/56/Comp_21_...  \n",
        "202  http://neurovault.org/media/images/56/Comp_22_...  \n",
        "203  http://neurovault.org/media/images/56/Comp_22_...  \n",
        "204  http://neurovault.org/media/images/57/Ms_prac_...  \n",
        "205  http://neurovault.org/media/images/57/IHIbaseL...  \n",
        "\n",
        "[206 rows x 4 columns]"
       ]
      }
     ],
     "prompt_number": 38
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}