{"id":60,"date":"2015-01-21T22:48:48","date_gmt":"2015-01-21T22:48:48","guid":{"rendered":"http:\/\/arlduc.org\/senseandscale\/?p=60"},"modified":"2015-01-23T17:10:20","modified_gmt":"2015-01-23T17:10:20","slug":"mit-iap-session-3-working-with-sensor-data","status":"publish","type":"post","link":"https:\/\/arlduc.org\/senseandscale\/?p=60","title":{"rendered":"MIT IAP, Session 3: Working with Sensor Data"},"content":{"rendered":"<p>[Above, session participants from left to right: Asresh Guttikonda, Anthony Vanky, Tom Maher, Eleanor Pence, David Newsom, Heba Kurdi]<\/p>\n<p>Today, we&#8217;ll finish up with hardware and talk about what we do with the data we collect. We&#8217;ll\u00a0\u00a0discuss tools for visualization and analysis, and start to ask, how do we take this work further? As practitioners, how\u00a0do we best leverage\u00a0all the technologies available to us?<\/p>\n<figure id=\"attachment_77\" aria-describedby=\"caption-attachment-77\" style=\"width: 640px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-77 size-full\" src=\"http:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/IMG_2315.jpg\" alt=\"\" width=\"640\" height=\"480\" srcset=\"https:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/IMG_2315.jpg 640w, https:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/IMG_2315-300x225.jpg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><figcaption id=\"caption-attachment-77\" class=\"wp-caption-text\">a bit of voltroning: Arduino transmitting hydrogen readings via Bluefruit LE.<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<ul>\n<li>More hardware stuff:\n<ul>\n<li><a href=\"https:\/\/learn.adafruit.com\/getting-started-with-the-nrf8001-bluefruit-le-breakout\" target=\"_blank\">Adafruit BLE breakout<\/a> to the iPhone.<\/li>\n<li>Further practice (zip file). Set up a GPS\/SD logger shield\u00a0(<a href=\"https:\/\/drive.google.com\/open?id=0B1KM70jlEfvpN2g4R3FSQy00R0k&amp;authuser=0\" target=\"_blank\">arduino sketch<\/a>).\u00a0<a href=\"More%20hardware stuff: Adafruit BLE breakout to the iPhone. Optional voltron time. Instructables.com.\" target=\"_blank\">Pulse Plus GPS\/SD logger<\/a><\/li>\n<li>Optional voltron time.<\/li>\n<li>Another useful resource: <a href=\"Instructables.com\" target=\"_blank\">Instructables.com<\/a>.<\/li>\n<li>Small batch PCB:\u00a0<a href=\"https:\/\/oshpark.com\/\">https:\/\/oshpark.com\/<\/a>,\u00a0<a href=\"http:\/\/www.smallbatchassembly.com\/\" target=\"_blank\">http:\/\/www.smallbatchassembly.com\/<\/a> (best small batch prices as of 2014)<\/li>\n<\/ul>\n<\/li>\n<li>A bit more iPhone stuff:\n<ul>\n<li>\u00a0<a href=\"https:\/\/developer.apple.com\/library\/ios\/referencelibrary\/GettingStarted\/RoadMapiOS\/index.html#\/\/apple_ref\/doc\/uid\/TP40011343-CH2-SW1\" target=\"_blank\">iOS basic tutorial<\/a>.<\/li>\n<li><a href=\"https:\/\/learn.adafruit.com\/getting-started-with-the-nrf8001-bluefruit-le-breakout\/adding-app-support\" target=\"_blank\">BLE sample code<\/a>.<\/li>\n<li><a href=\"https:\/\/developer.apple.com\/library\/ios\/samplecode\/Breadcrumb\/Introduction\/Intro.html\" target=\"_blank\">Breadcrumb (GPS) sample code<\/a>.<\/li>\n<li><a href=\"https:\/\/developer.apple.com\/swift\/\" target=\"_blank\">Swift<\/a>.<\/li>\n<\/ul>\n<\/li>\n<li>What do we do with the data? Options.\n<ul>\n<li>Write out to CSV via Processing (<a href=\"https:\/\/learn.sparkfun.com\/tutorials\/connecting-arduino-to-processing\" target=\"_blank\">Tutorial<\/a>)<\/li>\n<li>With a\u00a0geo-located data set like this <a href=\"https:\/\/drive.google.com\/open?id=0B1KM70jlEfvpbXJFd1VsZ21yQW8&amp;authuser=0\" target=\"_blank\">MindRider sample<\/a>, we can visualize it\u00a0in <a href=\"https:\/\/www.mapbox.com\/tilemill\/\" target=\"_blank\">Tilemill<\/a>. (Note <a href=\"https:\/\/github.com\/mapbox\/tilemill\/issues\/2439\" target=\"_blank\">issue with Yosemite<\/a>)<\/li>\n<li>We can also visualize it for\u00a0web with\u00a0<a href=\"http:\/\/leafletjs.com\/\" target=\"_blank\">Leaflet<\/a>.<\/li>\n<li>Simple analysis in <a href=\"https:\/\/www.qgis.org\/en\/site\/forusers\/download.html\" target=\"_blank\">QGIS<\/a>. Resource: <a href=\"http:\/\/www.qgistutorials.com\/en\/index.html\" target=\"_blank\">QGIS Tutorials and Tips<\/a>.<\/li>\n<li>Real-time 3D vis:\u00a0<a class=\"\" href=\"http:\/\/www.moviesandbox.net\/\">http:\/\/www.moviesandbox.net\/<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Data Resources\n<ul>\n<li><a href=\"https:\/\/www.temboo.com\/\" target=\"_blank\">https:\/\/www.temboo.com\/<\/a><\/li>\n<li><a href=\"https:\/\/xively.com\/\" target=\"_blank\">https:\/\/xively.com\/<\/a><\/li>\n<li><a href=\"http:\/\/data.sparkfun.com\" target=\"_blank\">http:\/\/data.sparkfun.com<\/a><\/li>\n<li><a href=\"http:\/\/www.socrata.com\/\" target=\"_blank\">http:\/\/www.socrata.com\/<\/a>\u00a0(hosts NYC Open Data)<\/li>\n<\/ul>\n<\/li>\n<li>Fabrication Resources\n<ul>\n<li><a href=\"http:\/\/studentlife.mit.edu\/hobbyshop\" target=\"_blank\">MIT Hobby Shop<\/a><\/li>\n<li><a href=\"http:\/\/dangerawesome.co\/\" target=\"_blank\">Danger Awesome<\/a>\u00a0(Central Square)<\/li>\n<li><a href=\"http:\/\/p.irateship.com\/\" target=\"_blank\">P.irateship<\/a>\u00a0(Sommerville)<\/li>\n<li><a href=\"http:\/\/industry-lab.com\/\" target=\"_blank\">Industry Lab<\/a>\u00a0(co-working space with fabrication-oriented companies)<\/li>\n<\/ul>\n<\/li>\n<li>Back to context. talk: <a href=\"https:\/\/drive.google.com\/open?id=0B1KM70jlEfvpTThKUnJ6QTBHWWs&amp;authuser=0\" target=\"_blank\">Spatial Considerations. Smart City<\/a>.<\/li>\n<li>Please send me\u00a03-5 slides to discuss\u00a0tomorrow. 15\u00a0minutes per person.<\/li>\n<\/ul>\n<figure id=\"attachment_82\" aria-describedby=\"caption-attachment-82\" style=\"width: 965px\" class=\"wp-caption alignnone\"><a href=\"http:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/Screen-Shot-2015-01-22-at-6.33.03-PM.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-82\" src=\"http:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/Screen-Shot-2015-01-22-at-6.33.03-PM.png\" alt=\"Case study of quantified self plus municipal data in New York City. Colored dots indicate the mental state of a cyclist. Dot density indicates 311 calls to the NYC Department of Transportation.\" width=\"965\" height=\"600\" srcset=\"https:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/Screen-Shot-2015-01-22-at-6.33.03-PM.png 965w, https:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/Screen-Shot-2015-01-22-at-6.33.03-PM-300x187.png 300w, https:\/\/arlduc.org\/senseandscale\/wp-content\/uploads\/2015\/01\/Screen-Shot-2015-01-22-at-6.33.03-PM-900x560.png 900w\" sizes=\"auto, (max-width: 965px) 100vw, 965px\" \/><\/a><figcaption id=\"caption-attachment-82\" class=\"wp-caption-text\">Case study of quantified self plus municipal data in New York City. Colored dots indicate the mental state of a cyclist. Dot density indicates 311 calls to the NYC Department of Transportation.<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>[Above, session participants from left to right: Asresh Guttikonda, Anthony Vanky, Tom Maher, Eleanor Pence, David Newsom, Heba Kurdi] Today, we&#8217;ll finish up with hardware and talk about what we do with the data we collect. We&#8217;ll\u00a0\u00a0discuss tools for visualization and analysis, and start to ask, how do we take this work further? As practitioners, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":76,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-60","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mit-iap"],"_links":{"self":[{"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=\/wp\/v2\/posts\/60","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=60"}],"version-history":[{"count":16,"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=\/wp\/v2\/posts\/60\/revisions"}],"predecessor-version":[{"id":89,"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=\/wp\/v2\/posts\/60\/revisions\/89"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=\/wp\/v2\/media\/76"}],"wp:attachment":[{"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=60"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=60"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/arlduc.org\/senseandscale\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=60"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}