{"id":5421,"date":"2016-12-30T11:04:06","date_gmt":"2016-12-30T08:04:06","guid":{"rendered":"http:\/\/www.hbyconsultancy.com\/?p=5421"},"modified":"2016-12-30T11:04:06","modified_gmt":"2016-12-30T08:04:06","slug":"jeddah-expats-data-insights","status":"publish","type":"post","link":"https:\/\/hbyconsultancy.com\/2016\/12\/jeddah-expats-data-insights.html","title":{"rendered":"Jeddah Expats Data Insights Nov-Dec 2016"},"content":{"rendered":"<p>I am sharing with you for the first time a brief overview of what expats are exchanging on one of the very\u00a0populars classified network\u00a0in Jeddah city specifically, and I will probably publish more analysis for other regions soon. Also notice that I&#8217;ll be sharing these insights without detailed analysis, as this is a work in progress published for early feedback.<\/p>\n<p>The analysis based on about 12+ thousands records that might include duplicates ( 408 records clearly identified and about 5% estimates for the whole database), however the duplicates have been kept to get more detailed analysis on users behaviour and what have been sold or not. About 3 thousands records have not been considered as the data is still being cleaned, but after few comparison we can say that the overall trends will no change that much.<!--more--><\/p>\n<p>On a monthly basis there isn&#8217;t big change since number of transactions is quiet similar, beside a very noticeable peak end of December.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5422 size-full\" src=\"https:\/\/i0.wp.com\/wordpress-948180-3301344.cloudwaysapps.com\/wp-content\/uploads\/2016\/12\/image-2.png?resize=600%2C371&#038;ssl=1\" width=\"600\" height=\"371\" data-recalc-dims=\"1\" \/><\/p>\n<p>Total transactions monthly might reach about 50 millions SAR, with the minimum of 1 million SAR daily, the average is about 1.5 millions SAR.<\/p>\n<p>If we have a look on transactions distribution per category we&#8217;ll notice that it is dominated by Vehicles, Furnitures then\u00a0Households items.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5423 size-full\" src=\"https:\/\/i0.wp.com\/wordpress-948180-3301344.cloudwaysapps.com\/wp-content\/uploads\/2016\/12\/image-4.png?resize=600%2C371&#038;ssl=1\" width=\"600\" height=\"371\" data-recalc-dims=\"1\" \/><\/p>\n<p>However in terms of value, more than 90% is related to vehicles which is obvious due to the highest value per item.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5424 size-full\" src=\"https:\/\/i0.wp.com\/wordpress-948180-3301344.cloudwaysapps.com\/wp-content\/uploads\/2016\/12\/image-3.png?resize=600%2C371&#038;ssl=1\" width=\"600\" height=\"371\" data-recalc-dims=\"1\" \/><\/p>\n<p>I will stop here for now, hoping to share more detailed analysis with you soon, and hoping to hear your feedback also.<\/p>\n<p>Thank you<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am sharing with you for the first time a brief overview of what expats are exchanging on one of the very\u00a0populars classified network\u00a0in Jeddah city specifically, and I will probably publish more analysis for other regions soon. Also notice that I&#8217;ll be sharing these insights without detailed analysis, as this is a work in [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5428,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,11,12],"tags":[93,134],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/hbyconsultancy.com\/wp-content\/uploads\/2016\/12\/Screen-Shot-2016-12-30-at-11.03.20-AM-1.png?fit=1179%2C692&ssl=1","_links":{"self":[{"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/posts\/5421"}],"collection":[{"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/comments?post=5421"}],"version-history":[{"count":0,"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/posts\/5421\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/media\/5428"}],"wp:attachment":[{"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/media?parent=5421"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/categories?post=5421"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hbyconsultancy.com\/wp-json\/wp\/v2\/tags?post=5421"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}