from pyneurovault.api import *
collections = get_collections()
Extracting NeuroVault collections meta data... http://neurovault.org/api/collections/?limit=100&format=json Found 786 results. Retrieving http://neurovault.org/api/collections/?format=json&limit=100&offset=100 Retrieving http://neurovault.org/api/collections/?format=json&limit=100&offset=200 Retrieving http://neurovault.org/api/collections/?format=json&limit=100&offset=300 Retrieving http://neurovault.org/api/collections/?format=json&limit=100&offset=400 Retrieving http://neurovault.org/api/collections/?format=json&limit=100&offset=500 Retrieving http://neurovault.org/api/collections/?format=json&limit=100&offset=600 Retrieving http://neurovault.org/api/collections/?format=json&limit=100&offset=700
collections
DOI | acquisition_orientation | add_date | authors | autocorrelation_model | b0_unwarping_software | contributors | coordinate_space | description | doi_add_date | ... | used_high_pass_filter | used_intersubject_registration | used_motion_correction | used_motion_regressors | used_motion_susceptibiity_correction | used_orthogonalization | used_reaction_time_regressor | used_slice_timing_correction | used_smoothing | used_temporal_derivatives | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | None | None | 2015-10-02T23:54:43.816421Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
1 | None | 2014-06-04T02:15:05.515327Z | None | Some class data used in AFNI bootcamp class | None | ... | None | None | None | None | None | None | None | None | None | None | |||||
2 | None | 2014-06-18T15:40:20.041953Z | None | None | ... | None | None | None | None | None | None | None | None | None | None | ||||||
3 | None | None | 2014-07-30T22:39:46.918965Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
4 | None | None | 2014-07-31T17:04:05.582696Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
5 | None | None | 2014-08-12T08:37:34.607843Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
6 | None | 2014-08-12T11:35:49.636043Z | None | None | ... | None | None | None | None | None | None | None | None | None | None | ||||||
7 | None | None | 2014-08-12T17:12:55.173918Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
8 | None | 2015-05-04T17:55:36.378776Z | None | None | ... | None | None | None | None | None | None | None | None | None | None | ||||||
9 | None | None | 2015-12-24T03:53:13.460759Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
10 | None | None | 2015-09-15T14:33:15.777390Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
11 | None | None | 2015-05-06T00:04:33.064787Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
12 | None | None | 2016-08-22T21:43:42.546141Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
13 | None | None | 2015-03-26T23:35:59.454511Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
14 | None | 2014-08-19T21:30:34.087480Z | None | Resting state connectivity of music-induced an... | None | ... | None | None | None | None | None | None | None | None | None | None | |||||
15 | None | None | 2015-08-09T00:06:12.276281Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
16 | None | None | 2015-11-03T05:14:49.427479Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
17 | None | None | 2015-10-29T12:19:12.421295Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
18 | None | axial | 2014-08-19T23:45:03.141994Z | mni | Study of music-induced analgesia in fibromyalg... | None | ... | None | True | True | None | None | None | None | True | True | None | ||||
19 | None | None | 2015-10-05T08:53:55.176579Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
20 | None | None | 2015-10-12T01:37:37.145778Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
21 | 10.1038/nn.3673 | 2014-03-25T20:52:35.182187Z | Tom Schonberg, Akram Bakkour, Ashleigh M Hover... | None | 2014-03-25T20:52:35.182187Z | ... | None | None | None | None | None | None | None | None | None | None | |||||
22 | None | None | 2015-03-10T14:03:16.352681Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
23 | None | 2015-04-01T22:04:47.630216Z | None | None | ... | None | None | None | None | None | None | None | None | None | None | ||||||
24 | 10.1073/pnas.0905267106 | 2016-01-02T04:09:40.658881Z | S. M. Smith, P. T. Fox, K. L. Miller, D. C. Gl... | None | 2016-01-02T04:29:57.184430Z | ... | None | None | None | None | None | None | None | None | None | None | |||||
25 | None | 2013-06-13T15:30:25.762530Z | None | None | ... | None | None | None | None | None | None | None | None | None | None | ||||||
26 | None | None | 2014-08-11T10:58:26.046529Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
27 | 10.1038/ncomms8751 | 2016-05-03T06:38:04.016016Z | Fikret Işik Karahanoğlu and Dimitri Van De Ville | None | 2016-05-03T06:38:04.015516Z | ... | None | None | None | None | None | None | None | None | None | None | |||||
28 | None | 2014-07-30T17:43:41.267477Z | None | None | ... | None | None | None | None | None | None | None | None | None | None | ||||||
29 | None | None | 2014-07-23T22:26:03.769776Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
756 | 10.1371/journal.pone.0147200 | 2016-07-04T12:10:46.747050Z | Sérgio Gomes da Silva, Alexandre Aparecido de ... | None | Clinical evidence has shown that physical exer... | 2016-07-04T12:10:46.746602Z | ... | None | None | None | None | None | None | None | None | None | None | ||||
757 | None | None | 2016-07-21T16:55:43.620969Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
758 | 10.1523/JNEUROSCI.4402-15.2016 | 2016-06-15T19:34:12.828444Z | A. de la Vega, L. J. Chang, M. T. Banich, T. D... | None | 2016-06-15T19:34:12.828013Z | ... | None | None | None | None | None | None | None | None | None | None | |||||
759 | 10.1002/hbm.23289 | 2016-08-11T23:28:31.148032Z | J. Michael Tyszka and Wolfgang M. Pauli | None | 2016-08-11T23:28:31.147558Z | ... | None | None | None | None | None | None | None | None | None | None | |||||
760 | None | None | 2016-06-02T18:56:57.630585Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
761 | None | None | 2016-07-21T19:50:03.490807Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
762 | None | None | 2016-09-01T15:26:55.675288Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
763 | None | None | 2016-07-04T14:55:06.649223Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
764 | None | 2016-08-12T03:25:07.877213Z | None | This collection contains the images from the p... | None | ... | None | None | None | None | None | None | None | None | None | None | |||||
765 | 10.1371/journal.pone.0140134 | 2015-09-29T15:22:25.413375Z | Ann S. Choe, Craig K. Jones, Suresh E. Joel, J... | None | We have acquired a longitudinal single-subject... | 2016-05-03T11:38:56.980924Z | ... | None | None | None | None | None | None | None | None | None | None | ||||
766 | None | 2016-06-02T21:12:28.809243Z | None | These images are the regression parameters fro... | None | ... | None | None | None | None | None | None | None | None | None | None | |||||
767 | 10.1523/JNEUROSCI.4561-15.2016 | 2016-08-12T14:59:47.270794Z | K. L. Campbell, D. Samu, S. W. Davis, L. Geerl... | None | Unthresholded component maps from the ICA anal... | 2016-08-12T14:59:47.270307Z | ... | None | None | None | None | None | None | None | None | None | None | ||||
768 | None | None | 2016-09-01T15:41:19.550773Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
769 | 10.1016/j.dcn.2016.06.002 | 2016-08-12T15:44:27.393998Z | Tae-Ho Lee and Eva H. Telzer | None | To see the influences of the functional networ... | 2016-08-12T15:44:27.393508Z | ... | None | None | None | None | None | None | None | None | None | None | ||||
770 | None | None | 2016-08-12T22:22:57.724176Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
771 | None | 2016-07-07T21:34:47.166434Z | None | We compared resting-state functional connectiv... | None | ... | None | None | None | None | None | None | None | None | None | None | |||||
772 | None | 2016-08-18T17:00:32.427948Z | None | None | ... | None | None | None | None | None | None | None | None | None | None | ||||||
773 | None | None | 2016-08-19T11:32:13.422501Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
774 | None | None | 2016-07-08T08:52:31.794676Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
775 | None | None | 2016-08-15T06:39:08.105284Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
776 | None | None | 2016-08-19T18:18:29.852410Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
777 | None | None | 2016-08-20T21:44:46.989495Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
778 | None | None | 2016-07-09T21:49:20.966178Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
779 | 10.1002/hbm.21299 | 2016-08-22T00:41:07.753155Z | Thomas Nickl-Jockschat, Ute Habel, Tanja Maria... | None | This study’s objective was to perform an Anato... | 2016-08-22T00:41:07.752618Z | ... | None | None | None | None | None | None | None | None | None | None | ||||
780 | None | None | 2016-07-11T07:15:55.010520Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
781 | None | None | 2016-07-26T13:42:01.521232Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
782 | None | None | 2016-07-26T16:28:03.379419Z | None | None | None | None | None | None | ... | None | None | None | None | None | None | None | None | None | None | |
783 | 10.1016/j.bandl.2015.08.004 | 2014-10-01T12:42:09.456039Z | Torgeir Moberget, Eva Hilland, Stein Andersson... | None | Functional neuroimaging studies consistently r... | 2015-10-30T00:18:50.339407Z | ... | None | None | None | None | None | None | None | None | None | None | ||||
784 | 10.1016/j.neuroimage.2014.05.023 | 2015-03-11T19:00:17.646736Z | Robert P. Spunt and Ralph Adolphs | None | The ability to impute mental states to others,... | 2015-03-11T19:00:17.646736Z | ... | None | None | None | None | None | None | None | None | None | None | ||||
785 | 10.1016/j.biopsych.2015.03.027 | 2015-02-22T20:28:12.235047Z | Lars Schulze, Christian Schmahl and Inga Niedt... | None | Disturbances in the processing and regulation ... | 2015-02-22T20:28:12.235047Z | ... | None | None | None | None | None | None | None | None | None | None |
786 rows × 97 columns
data = get_images(limit=100)
Extracting NeuroVault images meta data... http://neurovault.org/api/images/?limit=100&format=json Found 14228 results. Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=1900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=2900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=3900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=4900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=5900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=6900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=7900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=8000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=8100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=8200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=8300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=8400 Retrieving 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http://neurovault.org/api/images/?format=json&limit=100&offset=9700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=9800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=9900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=10900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=11900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=12900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13200 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13300 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13400 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13500 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13600 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13700 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13800 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=13900 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=14000 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=14100 Retrieving http://neurovault.org/api/images/?format=json&limit=100&offset=14200
data
Action Observation | Acupuncture | Age | Anti-Saccades | Braille Reading | Breath-Holding | CIAS | Chewing/Swallowing | Classical Conditioning | Counting/Calculation | ... | perc_voxels_outside | random_property_1 | random_property_2 | reduced_representation | smoothness_fwhm | statistic_parameters | task | thumbnail | type | url | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.637650 | NaN | NaN | http://neurovault.org/media/images/2/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/2/glass_bra... | NaN | http://neurovault.org/images/2/ |
1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/3/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/3/glass_bra... | NaN | http://neurovault.org/images/8719/ |
2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/3/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/3/glass_bra... | NaN | http://neurovault.org/images/8718/ |
3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/3/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/3/glass_bra... | NaN | http://neurovault.org/images/5/ |
4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/3/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/3/glass_bra... | NaN | http://neurovault.org/images/4/ |
5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/3/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/3/glass_bra... | NaN | http://neurovault.org/images/3/ |
6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 3.764270 | NaN | NaN | http://neurovault.org/media/images/4/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/4/glass_bra... | NaN | http://neurovault.org/images/6/ |
7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1.950965 | NaN | NaN | http://neurovault.org/media/images/7/transform... | NaN | NaN | NaN | http://neurovault.org/media/images/7/glass_bra... | NaN | http://neurovault.org/images/10/ |
8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 7.584783 | NaN | NaN | http://neurovault.org/media/images/13/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/13/glass_br... | NaN | http://neurovault.org/images/21/ |
9 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 8.284954 | NaN | NaN | http://neurovault.org/media/images/13/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/13/glass_br... | NaN | http://neurovault.org/images/20/ |
10 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/13/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/13/glass_br... | NaN | http://neurovault.org/images/19/ |
11 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/13/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/13/glass_br... | NaN | http://neurovault.org/images/18/ |
12 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.000000 | NaN | NaN | http://neurovault.org/media/images/13/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/13/glass_br... | NaN | http://neurovault.org/images/17/ |
13 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 7.813797 | NaN | NaN | http://neurovault.org/media/images/13/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/13/glass_br... | NaN | http://neurovault.org/images/22/ |
14 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1.979114 | NaN | NaN | http://neurovault.org/media/images/14/transfor... | 5.0 | NaN | NaN | http://neurovault.org/media/images/14/glass_br... | NaN | http://neurovault.org/images/23/ |
15 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/52/ |
16 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/51/ |
17 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/50/ |
18 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/49/ |
19 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/48/ |
20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/46/ |
21 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.063762 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/43/ |
22 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.063762 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/39/ |
23 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.063762 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/37/ |
24 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/34/ |
25 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.063762 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/38/ |
26 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/28/ |
27 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/32/ |
28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/33/ |
29 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.059007 | NaN | NaN | http://neurovault.org/media/images/16/transfor... | NaN | NaN | NaN | http://neurovault.org/media/images/16/glass_br... | NaN | http://neurovault.org/images/29/ |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
14198 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 6.581308 | NaN | NaN | http://neurovault.org/media/images/1104/transf... | NaN | NaN | NaN | http://neurovault.org/media/images/1104/glass_... | NaN | http://neurovault.org/images/15021/ |
14199 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1.017598 | NaN | NaN | None | NaN | NaN | task001_shapes_vs_baseline | http://neurovault.org/media/images/1804/glass_... | NaN | http://neurovault.org/images/26899/ |
14200 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1.017598 | NaN | NaN | http://neurovault.org/media/images/1805/transf... | NaN | NaN | task001_number_vs_baseline | http://neurovault.org/media/images/1805/glass_... | NaN | http://neurovault.org/images/27387/ |
14201 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1.017598 | NaN | NaN | http://neurovault.org/media/images/1806/transf... | NaN | NaN | task001_c08_music_vs_baseline | http://neurovault.org/media/images/1806/glass_... | NaN | http://neurovault.org/images/27865/ |
14202 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12895/ |
14203 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12899/ |
14204 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12896/ |
14205 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12901/ |
14206 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12890/ |
14207 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12894/ |
14208 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12898/ |
14209 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12897/ |
14210 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 22.696894 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12900/ |
14211 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12907/ |
14212 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12902/ |
14213 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12904/ |
14214 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12905/ |
14215 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12903/ |
14216 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12911/ |
14217 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12906/ |
14218 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12908/ |
14219 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12912/ |
14220 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12909/ |
14221 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12910/ |
14222 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 100.000000 | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | NaN | NaN | http://neurovault.org/media/images/877/fsl_cou... | NaN | http://neurovault.org/images/12913/ |
14223 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 7.065766 | NaN | NaN | http://neurovault.org/media/images/877/spm_exa... | NaN | NaN | NaN | http://neurovault.org/media/images/877/spm_exa... | NaN | http://neurovault.org/images/12914/ |
14224 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 24.460595 | NaN | NaN | http://neurovault.org/media/images/890/nidm_00... | NaN | NaN | NaN | http://neurovault.org/media/images/890/nidm_00... | NaN | http://neurovault.org/images/13099/ |
14225 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 7.065766 | NaN | NaN | http://neurovault.org/media/images/1111/spm_ex... | NaN | NaN | NaN | http://neurovault.org/media/images/1111/spm_ex... | NaN | http://neurovault.org/images/14961/ |
14226 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1.017598 | NaN | NaN | None | NaN | NaN | task001_shapes_vs_baseline | http://neurovault.org/media/images/1804/glass_... | NaN | http://neurovault.org/images/26900/ |
14227 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1.017598 | NaN | NaN | http://neurovault.org/media/images/1805/transf... | NaN | NaN | task001_number_vs_baseline | http://neurovault.org/media/images/1805/glass_... | NaN | http://neurovault.org/images/27388/ |
14228 rows × 132 columns
df = get_json_df('images')
http://neurovault.org/api/images/?format=json Found 14228 results. 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cogatlas_col = [c for c in df.columns if 'cogatlas' in c]
import pandas as pd
df[cogatlas_col]
cognitive_contrast_cogatlas | cognitive_contrast_cogatlas_id | cognitive_paradigm_cogatlas | cognitive_paradigm_cogatlas_id | contrast_definition_cogatlas | |
---|---|---|---|---|---|
0 | None | None | None | None | None |
1 | parametric loss | cnt_4cacee8ad4b14 | mixed gambles task | trm_4cacee4a1d875 | None |
2 | difference from indifference | cnt_5175b81f53bf3 | mixed gambles task | trm_4cacee4a1d875 | None |
3 | None | None | mixed gambles task | trm_4cacee4a1d875 | None |
4 | parametric gain | cnt_5181f79e38fb2 | mixed gambles task | trm_4cacee4a1d875 | None |
5 | task minus baseline | cnt_55ef1305643e9 | mixed gambles task | trm_4cacee4a1d875 | None |
6 | None | None | None | None | |
7 | None | None | None | None | |
8 | None | None | None | None | |
9 | None | None | None | None | |
10 | None | None | None | None | |
11 | None | None | None | None | |
12 | None | None | None | None | |
13 | None | None | None | None | |
14 | None | None | None | None | |
15 | None | None | rest eyes open | trm_4c8a834779883 | |
16 | None | None | rest eyes open | trm_4c8a834779883 | |
17 | None | None | rest eyes open | trm_4c8a834779883 | |
18 | None | None | rest eyes open | trm_4c8a834779883 | |
19 | None | None | rest eyes open | trm_4c8a834779883 | |
20 | None | None | rest eyes open | trm_4c8a834779883 | |
21 | None | None | rest eyes open | trm_4c8a834779883 | |
22 | None | None | rest eyes open | trm_4c8a834779883 | |
23 | None | None | rest eyes open | trm_4c8a834779883 | |
24 | None | None | rest eyes open | trm_4c8a834779883 | |
25 | None | None | rest eyes open | trm_4c8a834779883 | |
26 | None | None | rest eyes open | trm_4c8a834779883 | |
27 | None | None | rest eyes open | trm_4c8a834779883 | |
28 | None | None | rest eyes open | trm_4c8a834779883 | |
29 | None | None | rest eyes open | trm_4c8a834779883 | |
... | ... | ... | ... | ... | ... |
14198 | None | None | electric stimulation | trm_4e68e08950157 | None |
14199 | None | None | emotion processing fMRI task paradigm | trm_550b5b066d37b | None |
14200 | None | None | None | None | None |
14201 | None | None | None | None | None |
14202 | NaN | NaN | NaN | NaN | NaN |
14203 | NaN | NaN | NaN | NaN | NaN |
14204 | NaN | NaN | NaN | NaN | NaN |
14205 | NaN | NaN | NaN | NaN | NaN |
14206 | NaN | NaN | NaN | NaN | NaN |
14207 | NaN | NaN | NaN | NaN | NaN |
14208 | NaN | NaN | NaN | NaN | NaN |
14209 | NaN | NaN | NaN | NaN | NaN |
14210 | NaN | NaN | NaN | NaN | NaN |
14211 | NaN | NaN | NaN | NaN | NaN |
14212 | NaN | NaN | NaN | NaN | NaN |
14213 | NaN | NaN | NaN | NaN | NaN |
14214 | NaN | NaN | NaN | NaN | NaN |
14215 | NaN | NaN | NaN | NaN | NaN |
14216 | NaN | NaN | NaN | NaN | NaN |
14217 | NaN | NaN | NaN | NaN | NaN |
14218 | NaN | NaN | NaN | NaN | NaN |
14219 | NaN | NaN | NaN | NaN | NaN |
14220 | NaN | NaN | NaN | NaN | NaN |
14221 | NaN | NaN | NaN | NaN | NaN |
14222 | NaN | NaN | NaN | NaN | NaN |
14223 | NaN | NaN | NaN | NaN | NaN |
14224 | NaN | NaN | NaN | NaN | NaN |
14225 | NaN | NaN | NaN | NaN | NaN |
14226 | None | None | emotion processing fMRI task paradigm | trm_550b5b066d37b | None |
14227 | None | None | None | None | None |
14228 rows × 5 columns
xtab_df = pd.crosstab(df['cognitive_contrast_cogatlas_id'], df['cognitive_paradigm_cogatlas_id'])
xtab_df
cognitive_paradigm_cogatlas_id | None | trm_4b7497a289534 | trm_4c8989e1f3df7 | trm_4c898acd1f28e | trm_4c898c0786246 | trm_4c898c33ee5f8 | trm_4c898c8bf1b4f | trm_4c898f079d05e | trm_4c89903149aeb | trm_4c8990e187dc7 | ... | tsk_4a57abb949bb1 | tsk_4a57abb949bcd | tsk_4a57abb949bf6 | tsk_4a57abb949d40 | tsk_4a57abb949dbb | tsk_4a57abb949dd6 | tsk_4a57abb949df1 | tsk_4a57abb949e1a | tsk_4a57abb949e27 | tsk_4a57abb949e98 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
cognitive_contrast_cogatlas_id | |||||||||||||||||||||
None | 151 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Other | 2 | 0 | 1 | 0 | 0 | 1 | 3 | 1 | 0 | 0 | ... | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 |
cnt_4b44a4d544ee7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 |
cnt_4b4a5473705db | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4b82d27f31194 | 0 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4c6b5fd5bfc41 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 |
cnt_4c6b600d4b80f | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 |
cnt_4cacee8ad4b14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4cacf26718047 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4d949c8f3101c | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4d949c9b01604 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4de56f7a17762 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4de6b87a44743 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4de6bfac7a994 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4de6c62e9b5da | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4de6d2747197f | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4de96cd8c9aad | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4decfedb91973 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4ded2aa1ea79d | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4dee593ebfcc7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4deeb0951bd72 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4df28c7e2f855 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4df689e663ffe | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4df69c712873f | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4df92bccc5ae1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4dfa94d49dc90 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 |
cnt_4dffaa78530b6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4e00fd3de3b0a | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4e025d8d96ecf | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_4e03b8c2457b4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
cnt_553e85d4af020 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e85f11747b | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e85fc78496 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e86042df77 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e860cb6e0a | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e8616191c4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e865074ad4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e865d69738 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e8672a9f1d | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553e868c4a13c | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553ebfc3ab40d | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553fc4f4362c1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_553fc50126261 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55410975ce70b | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_5541098145b5a | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55410992b9c4b | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_554109af50e85 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_554109c5544c8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55413a0769113 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55413a13ad2fb | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55413a264f834 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55413a3228c77 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_5542665e734fe | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_5542754960e93 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55a301cd38de4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55ef1305643e9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55ef43b5be6da | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_55ef440b3f6f2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
cnt_5679bec3715cd | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
rest_eyes_open | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
158 rows × 88 columns
%matplotlib inline
from matplotlib import pyplot as plt
fig = plt.figure(figsize=(20, 20))
ax = fig.add_subplot(1, 1, 1)
ax.matshow(xtab_df);
import numpy as np
np.sum(xtab_df, axis=0)
cognitive_paradigm_cogatlas_id None 153 trm_4b7497a289534 9 trm_4c8989e1f3df7 7 trm_4c898acd1f28e 2 trm_4c898c0786246 1 trm_4c898c33ee5f8 1 trm_4c898c8bf1b4f 5 trm_4c898f079d05e 2 trm_4c89903149aeb 1 trm_4c8990e187dc7 1 trm_4c8991c5beb0a 3 trm_4c899211a965c 15 trm_4c8a834779883 72 trm_4c8a8467304e2 9 trm_4c8a84f20dde2 5 trm_4c8a85c5c75eb 7 trm_4cacee4a1d875 11 trm_4cacf22a22d80 8 trm_4cacf3fbc503b 14 trm_4d559bcd67c18 25 trm_4d55a2bbcfdff 10 trm_4d949c5b0e380 2 trm_4da6318f7381b 4 trm_4da6327154fd4 33 trm_4da86cb034ff6 2 trm_4da87f383435b 17 trm_4da88a8e13f26 1 trm_4da890594742a 11 trm_4e6114e7b1ff2 2 trm_4e68e08950157 1 ... trm_550b54a8b30f4 26 trm_550b557e5f90e 13 trm_550b5a47aa23e 3 trm_550b5b066d37b 23 trm_551b0ee81fb6b 30 trm_553e73e29cf7d 24 trm_553e77e53497d 5 trm_553e85265f51e 21 trm_553ebfc390256 1 trm_553ec64e6cb1b 1 trm_55c686e0824e8 1 trm_55c691909c580 2 tsk_4a57abb949846 11 tsk_4a57abb949923 2 tsk_4a57abb949934 1 tsk_4a57abb9499a8 1 tsk_4a57abb949a0d 2 tsk_4a57abb949a4f 6 tsk_4a57abb949aca 1 tsk_4a57abb949b1c 1 tsk_4a57abb949bb1 1 tsk_4a57abb949bcd 1 tsk_4a57abb949bf6 5 tsk_4a57abb949d40 8 tsk_4a57abb949dbb 6 tsk_4a57abb949dd6 4 tsk_4a57abb949df1 1 tsk_4a57abb949e1a 14 tsk_4a57abb949e27 1 tsk_4a57abb949e98 4 dtype: int64
xtab_df_sumrow = np.sum(xtab_df > 0, axis=1)
len(xtab_df_sumrow)
158
xtab_df_sumrow[xtab_df_sumrow > 1]
cognitive_contrast_cogatlas_id None 4 Other 28 cnt_523c7d1fc539f 2 dtype: int64
df.ix[df['cognitive_contrast_cogatlas_id'] == 'cnt_523c7d1fc539f', cogatlas_col]
cognitive_contrast_cogatlas | cognitive_contrast_cogatlas_id | cognitive_paradigm_cogatlas | cognitive_paradigm_cogatlas_id | contrast_definition_cogatlas | |
---|---|---|---|---|---|
983 | Hyperactivity/Noncompliance | cnt_523c7d1fc539f | aberrant behavior checklist - community | trm_523c7a0a73cf5 | None |
3650 | Hyperactivity/Noncompliance | cnt_523c7d1fc539f | aberrant behavior checklist - community | trm_523c7a0a73cf5 | None |
3695 | Hyperactivity/Noncompliance | cnt_523c7d1fc539f | aberrant behavior checklist - community | trm_523c7a0a73cf5 | None |
3738 | Hyperactivity/Noncompliance | cnt_523c7d1fc539f | aberrant behavior checklist - community | trm_523c7a0a73cf5 | None |
5930 | Hyperactivity/Noncompliance | cnt_523c7d1fc539f | aberrant behavior checklist - community | trm_523c7a0a73cf5 | None |
12479 | Hyperactivity/Noncompliance | cnt_523c7d1fc539f | aberrant behavior checklist - community | trm_523c7a0a73cf5 | None |
13580 | Hyperactivity/Noncompliance | cnt_523c7d1fc539f | social judgment task | trm_4f2453ce33f16 | None |
df.ix[df['cognitive_contrast_cogatlas']=='task minus baseline',cogatlas_col]
cognitive_contrast_cogatlas | cognitive_contrast_cogatlas_id | cognitive_paradigm_cogatlas | cognitive_paradigm_cogatlas_id | contrast_definition_cogatlas | |
---|---|---|---|---|---|
5 | task minus baseline | cnt_55ef1305643e9 | mixed gambles task | trm_4cacee4a1d875 | None |
10829 | task minus baseline | cnt_55ef1305643e9 | mixed gambles task | trm_4cacee4a1d875 | None |
df.to_csv('2016-09-06-neurovault_metadata.csv',
index=False, encoding='utf-8')
!pwd
/Users/contematto/github/notebooks