{"id":183,"date":"2020-11-22T11:51:53","date_gmt":"2020-11-22T16:51:53","guid":{"rendered":"https:\/\/cv.lucasrobb.com\/?p=183"},"modified":"2020-11-22T11:51:54","modified_gmt":"2020-11-22T16:51:54","slug":"data-bytes-average","status":"publish","type":"post","link":"https:\/\/cv.lucasrobb.com\/index.php\/2020\/11\/22\/data-bytes-average\/","title":{"rendered":"Data Bytes: Average"},"content":{"rendered":"\n<p>In my travels I have worked with all kinds of people. One thing I have noticed is that some have a different understanding of how to average. The problem usually arises when they try to average averaged numbers. What does this mean? Let me explain:<\/p>\n\n\n\n<p>Average (or mean): is the result of adding all numbers together then dividing by the number of numbers.<\/p>\n\n\n\n<p>To give an example: If a product received 100 ratings on a 5-star scale with an average of 3.8. This would mean that some would be 1&#8217;s, some would be 5&#8217;s but mostly would be 3 or 4. <\/p>\n\n\n\n<p>The problem that I&#8217;ve seen is when categories or sub-categories factor in. If a product gets 100 reviews, but the product comes in 4 colours, 1 colour might get an average of 2 while another might get an average of 4. Some might try to average these together to get 3. However, if the 2 star product had 2 reviews and the 4 star product had 50 reviews, then the overall average would actually be closer to 4 than it would be to 3. This is the rule of weights and weighting, however, that&#8217;s for another day.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In my travels I have worked with all kinds of people. One thing I have noticed is that some have<\/p>\n<p><a href=\"https:\/\/cv.lucasrobb.com\/index.php\/2020\/11\/22\/data-bytes-average\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\">Data Bytes: Average<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-183","post","type-post","status-publish","format-standard","hentry","category-bi-data-analytics"],"_links":{"self":[{"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/posts\/183","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/comments?post=183"}],"version-history":[{"count":2,"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/posts\/183\/revisions"}],"predecessor-version":[{"id":185,"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/posts\/183\/revisions\/185"}],"wp:attachment":[{"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/media?parent=183"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/categories?post=183"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cv.lucasrobb.com\/index.php\/wp-json\/wp\/v2\/tags?post=183"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}