{"version":"1.0","provider_name":"The Kolabtree Blog","provider_url":"https:\/\/www.kolabtree.com\/blog\/ja\/","author_name":"Aditi Joshi","author_url":"https:\/\/www.kolabtree.com\/blog\/ja\/author\/aditij\/","title":"Academic Data: Are data analysis freelance experts necessary to handle it?","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"ASf0kMbMlJ\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/academic-data\/\">\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u306a\u30c7\u30fc\u30bf\u3002\u30c7\u30fc\u30bf\u5206\u6790\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u5c02\u9580\u5bb6\u304c\u5bfe\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\uff1f<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.kolabtree.com\/blog\/ja\/academic-data\/embed\/#?secret=ASf0kMbMlJ\" width=\"600\" height=\"338\" title=\"&#8220;Academic Data: Are data analysis freelance experts necessary to handle it?&#8221; &#8212; The Kolabtree Blog\" data-secret=\"ASf0kMbMlJ\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/*! This file is auto-generated *\/\n!function(c,d){\"use strict\";var e=!1,o=!1;if(d.querySelector)if(c.addEventListener)e=!0;if(c.wp=c.wp||{},c.wp.receiveEmbedMessage);else if(c.wp.receiveEmbedMessage=function(e){var t=e.data;if(!t);else if(!(t.secret||t.message||t.value));else if(\/[^a-zA-Z0-9]\/.test(t.secret));else{for(var r,s,a,i=d.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),n=d.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),o=new RegExp(\"^https?:$\",\"i\"),l=0;l<n.length;l++)n[l].style.display=\"none\";for(l=0;l<i.length;l++)if(r=i[l],e.source!==r.contentWindow);else{if(r.removeAttribute(\"style\"),\"height\"===t.message){if(1e3<(s=parseInt(t.value,10)))s=1e3;else if(~~s<200)s=200;r.height=s}if(\"link\"===t.message)if(s=d.createElement(\"a\"),a=d.createElement(\"a\"),s.href=r.getAttribute(\"src\"),a.href=t.value,!o.test(a.protocol));else if(a.host===s.host)if(d.activeElement===r)c.top.location.href=t.value}}},e)c.addEventListener(\"message\",c.wp.receiveEmbedMessage,!1),d.addEventListener(\"DOMContentLoaded\",t,!1),c.addEventListener(\"load\",t,!1);function t(){if(o);else{o=!0;for(var e,t,r,s=-1!==navigator.appVersion.indexOf(\"MSIE 10\"),a=!!navigator.userAgent.match(\/Trident.*rv:11\\.\/),i=d.querySelectorAll(\"iframe.wp-embedded-content\"),n=0;n<i.length;n++){if(!(r=(t=i[n]).getAttribute(\"data-secret\")))r=Math.random().toString(36).substr(2,10),t.src+=\"#?secret=\"+r,t.setAttribute(\"data-secret\",r);if(s||a)(e=t.cloneNode(!0)).removeAttribute(\"security\"),t.parentNode.replaceChild(e,t);t.contentWindow.postMessage({message:\"ready\",secret:r},\"*\")}}}}(window,document);\n<\/script>","description":"Research in universities often benefits from the structured environment of academia. Unlike in small business or industry settings, intra-mural (within university) collaborations allow various experts to contribute to the research. Generally, academia does not suffer from a shortage of expertise due to collaborative efforts. However, not all collaborations succeed and mistakes happen. David Broockmann, a political science expert who was back then a graduate student of UC Berkeley, pointed out irregularities from another political science paper. Such incidences cause embarrassment and hurt the hard earned credibility in academia. Could these incidences be avoided? Several solutions can be proposed to ensure quality data. Hiring a freelance expert to provide data scienceRead More","thumbnail_url":"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2015\/11\/15337748109_1b475498e3_o-300x239.jpg"}