{"id":6365,"date":"2021-12-27T19:25:23","date_gmt":"2021-12-27T18:25:23","guid":{"rendered":"https:\/\/idiolect.org.uk\/notes\/?page_id=6365"},"modified":"2023-01-16T14:21:19","modified_gmt":"2023-01-16T13:21:19","slug":"toys","status":"publish","type":"page","link":"https:\/\/idiolect.org.uk\/notes\/toys\/","title":{"rendered":"Toys"},"content":{"rendered":"\n<p><em>Web objects, data visualisations and technical curios.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2021: Point-light dancer<\/h2>\n\n\n\n<p>Moving dots create the powerful impression of a human dancer (because they mark the joints, as extracted from real video of a dancer).<\/p>\n\n\n\n<p><video controls=\"\">\n<source src=\"https:\/\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/final_EDI.mp4\" type=\"video\/mp4\">\n<\/video>\n<\/p>\n\n\n\n<p>Uses google&#8217;s <a href=\"https:\/\/google.github.io\/mediapipe\/solutions\/pose\">mediapipe<\/a>, ffmpeg, python<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2021: Experiment Design Checklist<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/tomstafford.github.io\/psy-checklist\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"248\" data-attachment-id=\"6393\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/exp\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?fit=1584%2C677&amp;ssl=1\" data-orig-size=\"1584,677\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"exp\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?fit=300%2C128&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?fit=580%2C248&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?resize=580%2C248&#038;ssl=1\" alt=\"\" class=\"wp-image-6393\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?resize=1024%2C438&amp;ssl=1 1024w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?resize=300%2C128&amp;ssl=1 300w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?resize=768%2C328&amp;ssl=1 768w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?resize=1536%2C656&amp;ssl=1 1536w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?resize=1200%2C513&amp;ssl=1 1200w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/exp.png?w=1584&amp;ssl=1 1584w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/a><\/figure>\n\n\n\n<p><a href=\"https:\/\/tomstafford.github.io\/psy-checklist\/\">Pages<\/a> \/ <a href=\"https:\/\/github.com\/tomstafford\/psy-checklist\">repo<\/a><\/p>\n\n\n\n<p>Uses: github pages, markdown, css, CC license, <a href=\"https:\/\/citation-file-format.github.io\/\">github citation widget<\/a>, zenodo for doi<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2021: Edale Rewilding project<\/h2>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Edale rewilding project\" width=\"580\" height=\"326\" src=\"https:\/\/www.youtube.com\/embed\/dsCol6wmZZk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>The bank of the river was fenced off in April 2021, preventing daily grazing by sheep. Timelapse footage shows regrowth in May and June<\/p>\n\n\n\n<p>Uses: Browning BTC-7A trail camera, ffmpeg<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2020: Correspondence of Gregory VII<\/h2>\n\n\n\n<p>This project involved taking digitised records of the Pope&#8217;s correspondence, geolocating the destinations and then various visualisations of the spatial and temporal patterns, including these maps.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"352\" data-attachment-id=\"6384\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/efxmoyewkayigco\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/EfxMoyeWkAYiGCo.jpeg?fit=680%2C413&amp;ssl=1\" data-orig-size=\"680,413\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"EfxMoyeWkAYiGCo\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/EfxMoyeWkAYiGCo.jpeg?fit=300%2C182&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/EfxMoyeWkAYiGCo.jpeg?fit=580%2C352&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/EfxMoyeWkAYiGCo.jpeg?resize=580%2C352&#038;ssl=1\" alt=\"\" class=\"wp-image-6384\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/EfxMoyeWkAYiGCo.jpeg?w=680&amp;ssl=1 680w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/EfxMoyeWkAYiGCo.jpeg?resize=300%2C182&amp;ssl=1 300w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/figure>\n\n\n<p>And with a different map base<\/p>\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"362\" data-attachment-id=\"6389\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/map1080\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?fit=1651%2C1030&amp;ssl=1\" data-orig-size=\"1651,1030\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"map1080\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?fit=300%2C187&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?fit=580%2C362&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?resize=580%2C362&#038;ssl=1\" alt=\"\" class=\"wp-image-6389\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?resize=1024%2C639&amp;ssl=1 1024w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?resize=300%2C187&amp;ssl=1 300w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?resize=768%2C479&amp;ssl=1 768w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?resize=1536%2C958&amp;ssl=1 1536w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?resize=1200%2C749&amp;ssl=1 1200w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/map1080.png?w=1651&amp;ssl=1 1651w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/figure>\n\n\n\n<p>Blog post: <a href=\"http:\/\/www.historymatters.group.shef.ac.uk\/holy-satan\/\">\u2018Holy Satan\u2019- Visualising the Letters of Gregory VII (1073-1085)<\/a> \/ Data set and plots: <a href=\"https:\/\/doi.org\/10.15131\/shef.data.12781049\"><em>https:\/\/doi.org\/10.15131\/shef.data.12781049<\/em><\/a> \/ <a href=\"https:\/\/github.com\/tomstafford\/PapalCorrespondence\">github repo<\/a> \/ <a href=\"https:\/\/tomstafford.github.io\/PapalCorrespondence\/\">markdown page<\/a><\/p>\n\n\n\n<p>Uses python &amp; geopandas, ffmpeg<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2020: Timelapse photographs of dawn<\/h2>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/newdawn.mp4\"><\/video><\/figure>\n\n\n\n<p><a href=\"https:\/\/idiolect.org.uk\/timelapse\/\">Page<\/a><\/p>\n\n\n\n<p>Uses: Canon digital SLR, gphoto2 and darktable on ubuntu linux, ffmpeg<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2019: @choiceengine<\/h2>\n\n\n\n<p>A twitter bot which you can send messages to, in the style of a Choose Your Own Adventure \/ text-adventure, exploring essays about the neuroscience, psychology and philosophy of freewill. <\/p>\n\n\n\n<p>  <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"575\" height=\"440\" data-attachment-id=\"6381\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/ce\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/ce.png?fit=575%2C440&amp;ssl=1\" data-orig-size=\"575,440\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"choice engine screenshot\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/ce.png?fit=300%2C230&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/ce.png?fit=575%2C440&amp;ssl=1\" tabindex=\"0\" role=\"button\" class=\"wp-image-6381\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/ce.png?resize=575%2C440&#038;ssl=1\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/ce.png?w=575&amp;ssl=1 575w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/ce.png?resize=300%2C230&amp;ssl=1 300w\" sizes=\"(max-width: 575px) 100vw, 575px\" \/><\/p>\n\n\n\n<p>With James Jeffries (code), Jon Cannon (design)<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/tomstafford\/choice-engine-text\">full text here<\/a> \/ <a href=\"https:\/\/twitter.com\/Choiceengine\">twitter.com\/choiceengine<\/a> \/ <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0262407919306037\">New Scientist article<\/a> \/ <a href=\"https:\/\/mindhacks.com\/2018\/09\/13\/the-choice-engine\/\">Blog post at mindhacks.com<\/a><\/p>\n\n\n\n<p>Uses ruby, markdown<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2019: Pressure vessels<\/h2>\n\n\n\n<p>Scraping from PDF and plotting data on mental health among UK University staff, obtained by freedom of information request<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"488\" data-attachment-id=\"6288\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/2019\/11\/18\/pressure-vessels\/totals\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2019\/11\/totals.png?fit=630%2C530&amp;ssl=1\" data-orig-size=\"630,530\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"totals\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2019\/11\/totals.png?fit=300%2C252&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2019\/11\/totals.png?fit=580%2C488&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2019\/11\/totals.png?resize=580%2C488&#038;ssl=1\" alt=\"\" class=\"wp-image-6288\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2019\/11\/totals.png?w=630&amp;ssl=1 630w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2019\/11\/totals.png?resize=300%2C252&amp;ssl=1 300w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/idiolect.org.uk\/notes\/2019\/11\/18\/pressure-vessels\/\">Blog post<\/a>, <a href=\"https:\/\/github.com\/tomstafford\/ucu_pressure\">github repo<\/a><\/p>\n\n\n\n<p>Uses python and tabula<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2019: Mapping The Itinerary of King Edward I<\/h2>\n\n\n\n<p>In medieval England, King visits <em>you<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"489\" data-attachment-id=\"6390\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/edward_itineraryyearbyyear\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?fit=1479%2C1246&amp;ssl=1\" data-orig-size=\"1479,1246\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"edward_itineraryYEARBYYEAR\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?fit=300%2C253&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?fit=580%2C489&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?resize=580%2C489&#038;ssl=1\" alt=\"\" class=\"wp-image-6390\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?resize=1024%2C863&amp;ssl=1 1024w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?resize=300%2C253&amp;ssl=1 300w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?resize=768%2C647&amp;ssl=1 768w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/edward_itineraryYEARBYYEAR.gif?resize=1200%2C1011&amp;ssl=1 1200w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/figure>\n\n\n\n<p>With Charles West and Charlotte Tompkins<\/p>\n\n\n\n<p><a href=\"https:\/\/figshare.shef.ac.uk\/articles\/dataset\/Mapping_The_Itinerary_of_King_Edward_I\/8948699\">Data, code and plots<\/a><\/p>\n\n\n\n<p>Uses python and cartopy<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2019: Animated Itinerary of King John<\/h2>\n\n\n\n<p>An excuse to make animated maps &#8230;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"474\" height=\"623\" data-attachment-id=\"6400\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/animated_itinerary3\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/animated_itinerary3.gif?fit=474%2C623&amp;ssl=1\" data-orig-size=\"474,623\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"animated_itinerary3\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/animated_itinerary3.gif?fit=228%2C300&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/animated_itinerary3.gif?fit=474%2C623&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/animated_itinerary3.gif?resize=474%2C623&#038;ssl=1\" alt=\"\" class=\"wp-image-6400\"\/><\/figure>\n\n\n\n<p><a href=\"http:\/\/tomstafford.staff.shef.ac.uk\/kingjohn\/\">Pages<\/a> \/ <a href=\"https:\/\/github.com\/tomstafford\/kingjohn\">repo<\/a><\/p>\n\n\n\n<p>Uses: Python and Pandas and Cartopy, ImageMagick<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2018: Lazy <em>and<\/em> biased? Reanalysis of Pennycook &amp; Rand&#8217;s (2018) data<\/h2>\n\n\n\n<p>Using open data to look more closely at a study of whether people can spot fake news<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"586\" data-attachment-id=\"6402\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/s1_dprime_all\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/s1_dprime_all.png?fit=583%2C589&amp;ssl=1\" data-orig-size=\"583,589\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"s1_dprime_all\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/s1_dprime_all.png?fit=297%2C300&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/s1_dprime_all.png?fit=580%2C586&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/s1_dprime_all.png?resize=580%2C586&#038;ssl=1\" alt=\"\" class=\"wp-image-6402\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/s1_dprime_all.png?w=583&amp;ssl=1 583w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/s1_dprime_all.png?resize=297%2C300&amp;ssl=1 297w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/figure>\n\n\n\n<p><a href=\"http:\/\/tomstafford.staff.shef.ac.uk\/pennycook2018\/\">Pages<\/a> \/ <a href=\"https:\/\/github.com\/tomstafford\/pennycook2018\">repo<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2018: Light reanalysis of \u010cavojov\u00e1 et al (2018)<\/h2>\n\n\n\n<p>Reanalysis of open data from a study of bias shows that accurate discernment is the main result, and participant bias a small variation around this baseline<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"360\" data-attachment-id=\"6404\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/index-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?fit=1178%2C730&amp;ssl=1\" data-orig-size=\"1178,730\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"index\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?fit=300%2C186&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?fit=580%2C360&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?resize=580%2C360&#038;ssl=1\" alt=\"\" class=\"wp-image-6404\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?resize=1024%2C635&amp;ssl=1 1024w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?resize=300%2C186&amp;ssl=1 300w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?resize=768%2C476&amp;ssl=1 768w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/index.png?w=1178&amp;ssl=1 1178w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/github.com\/tomstafford\/cavojova2018\/blob\/master\/cavojava_reanalysis.ipynb\">Notebook<\/a> \/ <a href=\"https:\/\/github.com\/tomstafford\/cavojova2018\">repo<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2017: European map of Implicit Racial Bias<\/h2>\n\n\n\n<p>Implicit associations reflect the difference in ease with which you associate two objects. For this map we took data from a large crowdsourcing project which gathered data from ~144k white Europeans and measured the ease with which they made negative associations with  black faces.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"643\" data-attachment-id=\"6378\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/meaniatf2\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?fit=1500%2C1662&amp;ssl=1\" data-orig-size=\"1500,1662\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"European implicit association map\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?fit=271%2C300&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?fit=580%2C643&amp;ssl=1\" tabindex=\"0\" role=\"button\" class=\"wp-image-6378\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?resize=580%2C643&#038;ssl=1\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?w=1500&amp;ssl=1 1500w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?resize=271%2C300&amp;ssl=1 271w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?resize=924%2C1024&amp;ssl=1 924w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?resize=768%2C851&amp;ssl=1 768w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?resize=1386%2C1536&amp;ssl=1 1386w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/MeanIATF2.png?resize=1200%2C1330&amp;ssl=1 1200w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/h2>\n\n\n\n<p>With Gittu George<\/p>\n\n\n\n<p><a href=\"https:\/\/figshare.shef.ac.uk\/articles\/figure\/European_map_of_Implicit_Racial_Bias\/4750588\">Plots<\/a> \/ <a href=\"https:\/\/github.com\/georgeg0\/WorldBias\">code &amp; data<\/a> \/ The Conversation: <a href=\"https:\/\/theconversation.com\/this-map-shows-what-white-europeans-associate-with-race-and-it-makes-for-uncomfortable-reading-76661\">This map shows what white Europeans associate with race \u2013 and it makes for uncomfortable reading<\/a><\/p>\n\n\n\n<p>Uses <a href=\"https:\/\/www.projectimplicit.net\/\">Project Implicit data<\/a>, R &amp; ggplot <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2017: Debating Sex Differences in Cognition<\/h2>\n\n\n\n<p>Showing the slides and transcript from a talk I gave summarising a graduate seminar I coordinated.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/tomstafford.staff.shef.ac.uk\/delusions\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"326\" data-attachment-id=\"6406\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/delusions-0000\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?fit=1500%2C844&amp;ssl=1\" data-orig-size=\"1500,844\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"delusions-0000\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?fit=300%2C169&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?fit=580%2C326&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?resize=580%2C326&#038;ssl=1\" alt=\"\" class=\"wp-image-6406\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?resize=1200%2C675&amp;ssl=1 1200w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/delusions-0000.jpg?w=1500&amp;ssl=1 1500w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/a><\/figure>\n\n\n\n<p><a href=\"http:\/\/tomstafford.staff.shef.ac.uk\/delusions\/\">Slides<\/a><\/p>\n\n\n\n<p>Uses: python, markdown, bash, html\/css<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2016: Emergent models of mind<\/h2>\n\n\n\n<p>A short course about simple computational models of memory, taught using Jupyter notebooks<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"349\" height=\"259\" data-attachment-id=\"6397\" data-permalink=\"https:\/\/idiolect.org.uk\/notes\/toys\/hop\/\" data-orig-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/hop.png?fit=349%2C259&amp;ssl=1\" data-orig-size=\"349,259\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"hop\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/hop.png?fit=300%2C223&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/hop.png?fit=349%2C259&amp;ssl=1\" tabindex=\"0\" role=\"button\" src=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/hop.png?resize=349%2C259&#038;ssl=1\" alt=\"\" class=\"wp-image-6397\" srcset=\"https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/hop.png?w=349&amp;ssl=1 349w, https:\/\/i0.wp.com\/idiolect.org.uk\/notes\/wp-content\/uploads\/2021\/12\/hop.png?resize=300%2C223&amp;ssl=1 300w\" sizes=\"(max-width: 349px) 100vw, 349px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/github.com\/tomstafford\/emerge\">Course repo<\/a> \/ <a href=\"https:\/\/github.com\/tomstafford\/emerge\/blob\/master\/lecture4.v3.ipynb\">class 4 notebook on hopfield networks<\/a><\/p>\n\n\n\n<p>Uses: python, ipython\/jupyter notebooks<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Web objects, data visualisations and technical curios. 2021: Point-light dancer Moving dots create the powerful impression of a human dancer (because they mark the joints, as extracted from real video of a dancer). Uses google&#8217;s mediapipe, ffmpeg, python 2021: Experiment Design Checklist Pages \/ repo Uses: github pages, markdown, css, CC license, github citation widget, [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"class_list":["post-6365","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/P5KQtW-1EF","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/pages\/6365"}],"collection":[{"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/comments?post=6365"}],"version-history":[{"count":29,"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/pages\/6365\/revisions"}],"predecessor-version":[{"id":6446,"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/pages\/6365\/revisions\/6446"}],"wp:attachment":[{"href":"https:\/\/idiolect.org.uk\/notes\/wp-json\/wp\/v2\/media?parent=6365"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}