{"id":3441,"date":"2016-02-21T11:32:10","date_gmt":"2016-02-21T19:32:10","guid":{"rendered":"http:\/\/mozscienceblog.wpengine.com\/?p=3441"},"modified":"2016-02-21T11:32:10","modified_gmt":"2016-02-21T19:32:10","slug":"planning-for-data-reuse","status":"publish","type":"post","link":"https:\/\/blog.mozilla.org\/foundation-archive\/mozilla-science\/planning-for-data-reuse\/","title":{"rendered":"Planning for Data Reuse"},"content":{"rendered":"<p>If you are a regular reader of this blog, you are well aware of our <a title=\"Mozilla Fellows for Science\" href=\"https:\/\/mozillascience.org\/fellows\">Mozilla Fellows for Science<\/a> (see recent <a title=\"Richard Smith-Unna blog post\" href=\"https:\/\/mozillascience.org\/rr-richard\">blog<\/a> <a title=\"Christie Bahlai blog post\" href=\"https:\/\/www.mozillascience.org\/rr-christie\">posts<\/a> about their work) and the <a title=\"Working Open Workshop 2016\" href=\"http:\/\/mozillascience.github.io\/working-open-workshop\/\">Working Open Workshop (WOW)<\/a> we <a title=\"WOW Wrap-Up\" href=\"https:\/\/www.mozillascience.org\/wow-wrap-up\">recently hosted in Berlin<\/a>. I am also leading work on building out training and resources to support data sharing and reuse. Over the past few months, we&#8217;ve begun testing some of our initial work with the Fellows and workshop participants. Below is a recap of some of the work (with links to the resources) and what we&#8217;ve learned.<\/p>\n<p><a href=\"http:\/\/mozillascience.org\/fellows\/\">Mozilla Science Fellow<\/a> <a title=\"Christie Bahlai profile\" href=\"https:\/\/www.mozillascience.org\/u\/cbahlai\">Christie Bahlai<\/a> has been developing a course on \u201c<a title=\"Open Science &amp; Reproducible Research course on GitHub\" href=\"https:\/\/github.com\/cbahlai\/OSRR_course\">Open Science and Reproducible Research<\/a>\u201d (read more about <a title=\"Christie's post about her course\" href=\"https:\/\/practicaldatamanagement.wordpress.com\/2015\/10\/21\/spreading-the-open-science-love-like-its-my-job-because-it-is-my-job\/\">this project and her goals here<\/a>).\u00a0 Members of the Mozilla Science Lab team have been invited to lead various sessions of this course and in January I led the session on \u201c<a title=\"Lesson 4: Understanding Other People's Data\" href=\"https:\/\/github.com\/cbahlai\/OSRR_course\/blob\/master\/04_understanding_other_peoples_data_metadata.md\">Understanding Other People\u2019s Data<\/a>\u201d.<\/p>\n<p>This class provided an opportunity to test our first pass at a <a title=\"Data Reuse Plan Exercise\" href=\"http:\/\/mozillascience.github.io\/working-open-workshop\/data_reuse\/\">Data Reuse Plan exercise<\/a>, a twist on the \u201c<a href=\"https:\/\/en.wikipedia.org\/wiki\/Data_management_plan\">data management plan<\/a>\u201d. (For those outside the world of research grants, a data management plan is a brief document explaining how data will be shared and is required by many funding agencies when researchers ask for money for a research project.) The exercise is designed to walk someone through the process of thinking about her or his data through the eyes of someone seeing it for the first time. \u00a0It focuses on what is needed for reuse of the data by asking the researcher to describe their data in terms of:\u00a0 who collected the data, what was collected, as well as where, when, why and how. \u00a0This \u201cmetadata\u201d is written up in a text file that is kept with the data files to assist other researchers in using the data.<\/p>\n<div id=\"attachment_3442\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/mozscienceblog.wpengine.com\/wp-content\/uploads\/2016\/02\/Screen-Shot-2016-02-18-at-12.07.19-PM.png\"><img aria-describedby=\"caption-attachment-3442\" decoding=\"async\" loading=\"lazy\" class=\"size-medium wp-image-3442\" src=\"https:\/\/mozscienceblog.wpengine.com\/wp-content\/uploads\/2016\/02\/Screen-Shot-2016-02-18-at-12.07.19-PM-300x155.png\" alt=\"Remote view of graduate students in Christie's class\" width=\"300\" height=\"155\" \/><\/a><p id=\"caption-attachment-3442\" class=\"wp-caption-text\">Remote view of graduate students in Christie&#8217;s class<\/p><\/div>\n<p>This class was also the impetus for the development of a quick info sheet on <a title=\"Open Data Challenges and How to Respond\" href=\"https:\/\/github.com\/stephwright\/open-data-training\/blob\/master\/Materials\/Handouts\/ODChallengesQI.md\">Challenges to Open Data (and how to respond)<\/a>. \u00a0The class had a lively discussion with students voicing their own experiences with resistance to open data, several of which corresponded to examples in the handout.<\/p>\n<div id=\"attachment_3444\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/mozscienceblog.wpengine.com\/wp-content\/uploads\/2016\/02\/Screen-Shot-2016-02-19-at-3.59.12-PM.png\"><img aria-describedby=\"caption-attachment-3444\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-3444 size-medium\" src=\"https:\/\/mozscienceblog.wpengine.com\/wp-content\/uploads\/2016\/02\/Screen-Shot-2016-02-19-at-3.59.12-PM-300x220.png\" alt=\"Christie presenting on open data challenges at WOW.\" width=\"300\" height=\"220\" \/><\/a><p id=\"caption-attachment-3444\" class=\"wp-caption-text\">Christie presenting on open data challenges at WOW.<\/p><\/div>\n<p>Incorporating the feedback from the test-run with the class, Christie and I co-<a title=\"WOW Presentation on Open Data &amp; Reuse\" href=\"https:\/\/docs.google.com\/presentation\/d\/1kZd-ZD5lru5a7jIbyi9q8cBYCCAKRnIBSRvixYFtoF0\/edit?pref=2&amp;pli=1#slide=id.g1088c5b110_0_183\">taught this exercise at WOW<\/a> in February. \u00a0Participants joined from all over the globe, spanning four continents, and consisted of developers, researchers and community organizers. Participants&#8217; daily work with data varied, some focusing more on software development, but each having experience collecting, curating or analysing data. Feedback was positive, with one researcher asking if his research group could use the <a title=\"Data Reuse Plan Template\" href=\"https:\/\/github.com\/mozillascience\/working-open-workshop\/blob\/gh-pages\/handouts\/data_reuse_plan_template.md\">template<\/a> as a checklist for the data they store on their servers. \u00a0The experience has me thinking about how to modify the exercise to broaden it to include reuse of project materials rather than just reuse of data.<\/p>\n<div id=\"attachment_3445\" style=\"width: 282px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/mozscienceblog.wpengine.com\/wp-content\/uploads\/2016\/02\/Screen-Shot-2016-02-19-at-3.53.11-PM.png\"><img aria-describedby=\"caption-attachment-3445\" decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-3445\" src=\"https:\/\/mozscienceblog.wpengine.com\/wp-content\/uploads\/2016\/02\/Screen-Shot-2016-02-19-at-3.53.11-PM.png\" alt=\"Data planning is more efficient than data forensics.\" width=\"272\" height=\"224\" \/><\/a><p id=\"caption-attachment-3445\" class=\"wp-caption-text\">Data planning is more efficient than data forensics.<\/p><\/div>\n<p>Finally, <a title=\"Stephanie Wykstra Twitter profile\" href=\"https:\/\/twitter.com\/swykstr\">Stephanie Wykstra<\/a> at <a title=\"Innovations for Poverty Action\" href=\"http:\/\/www.poverty-action.org\/\">Innovations for Poverty Action<\/a> and I <a href=\"https:\/\/mozillascience.org\/share-your-story\">put out a call for data reuse<\/a> case studies. \u00a0This research will result in a report that provides insight into how and which open data gets reused as well as identifying where there are challenges and barriers and how they can be resolved. \u00a0You can read <a title=\"Share Your Story of Data Reuse\" href=\"https:\/\/mozillascience.org\/share-your-story\">this blog post<\/a> to learn more as well as <a title=\"Data Reuse Case Submission Form\" href=\"http:\/\/bit.ly\/data_reuse_form\">submit your story<\/a> of data reuse.<\/p>\n<p>We\u2019re developing plans for future events and open data curriculum materials and resources. \u00a0What support would you like to see for open data? \u00a0What are your thoughts on the data reuse plan exercise? \u00a0\u00a0<a title=\"Mozilla Science Lab Twitter\" href=\"https:\/\/twitter.com\/MozillaScience\">Tweet us<\/a> or <a title=\"Mozilla Science Lab email\" href=\"mailto:sciencelab@mozillafoundation.org\">email us<\/a> with your thoughts and ideas. \u00a0In the meantime, feel free to look at the <a title=\"Open Data Training Materials\" href=\"https:\/\/github.com\/stephwright\/open-data-training\/tree\/master\/Materials\">materials<\/a> we\u2019ve already developed in our <a title=\"Mozilla Science Lab Open Data Training Repository\" href=\"https:\/\/github.com\/stephwright\/open-data-training\">Open Data Training repository<\/a> and use them for your own purposes.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you are a regular reader of this blog, you are well aware of our Mozilla Fellows for Science (see recent blog posts about their work) and the Working Open Workshop (WOW) we recently hosted in Berlin. I am also &hellip; <a class=\"go\" href=\"https:\/\/blog.mozilla.org\/foundation-archive\/mozilla-science\/planning-for-data-reuse\/\">Continue reading<\/a><\/p>\n","protected":false},"author":144,"featured_media":3447,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"image","meta":{"footnotes":""},"categories":[290376],"tags":[422584,338617,420744],"_links":{"self":[{"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/posts\/3441"}],"collection":[{"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/users\/144"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/comments?post=3441"}],"version-history":[{"count":0,"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/posts\/3441\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/media?parent=3441"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/categories?post=3441"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.mozilla.org\/foundation-archive\/wp-json\/wp\/v2\/tags?post=3441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}