{"id":852,"date":"2023-03-20T19:17:29","date_gmt":"2023-03-20T19:17:29","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/interpreting-the-mean-and-median-of-a-data-set-learn-it-1\/"},"modified":"2025-05-11T22:34:06","modified_gmt":"2025-05-11T22:34:06","slug":"interpreting-the-mean-and-median-of-a-data-set-learn-it-1","status":"publish","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/interpreting-the-mean-and-median-of-a-data-set-learn-it-1\/","title":{"raw":"Interpreting the Mean and Median: Learn It 1","rendered":"Interpreting the Mean and Median: Learn It 1"},"content":{"raw":"<section class=\"textbox learningGoals\">\r\n<ul>\r\n\t<li>Name the features of the distribution of a data set using statistical language<\/li>\r\n\t<li>Describe the connection between the distribution of a data set and its mean and median<\/li>\r\n<\/ul>\r\n<\/section>\r\n<h2 id=\"IntMeanMedian\">Which was the best <em>Friends<\/em> episode?<\/h2>\r\n<p><em>Friends<\/em> was a popular American television show that aired from 1994 to 2004. The show followed a group of six friends living in New York City and chronicled their relationships and day-to-day adventures. The show became known in popular culture for its comedy and for the closeness of its cast.[footnote]Encyclopedia Britannica. (n.d.). Friends. In <em>Encyclopedia Britannica.com<\/em>. https:\/\/www.britannica.com\/topic\/Friends[\/footnote]<\/p>\r\n<p>The following table lists the number of U.S. viewers of each episode of the\u00a0[latex]10[\/latex]<sup>th<\/sup> and final season of <em>Friends<\/em>.[footnote]Mock, T. (2020). <em>A weekly data project aimed at the R ecosystem<\/em>. TidyTuesday. https:\/\/github.com\/rfordatascience\/tidytuesday\/blob\/master\/data\/2020\/2020-09-08\/readme.md#friends_infocsv[\/footnote]<\/p>\r\n<div align=\"left\">\r\n<table>\r\n<caption class=\"center\"><span style=\"text-transform: uppercase;\">Friends Final Season Viewers by episode<\/span><strong><br \/>\r\n<\/strong><\/caption>\r\n<tbody>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>Episode Number<\/strong><\/td>\r\n<td style=\"text-align: center;\"><strong>Episode Title<\/strong><\/td>\r\n<td style=\"text-align: center;\"><strong>Air Date<\/strong><\/td>\r\n<td style=\"text-align: center;\"><strong>U.S. Viewers (Millions)<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>1<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One After Joey and Rachel Kiss<\/td>\r\n<td style=\"text-align: center;\">9\/25\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]24.54[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>2<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One Where Ross is Fine<\/td>\r\n<td style=\"text-align: center;\">10\/2\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]22.38[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>3<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with Ross's Tan<\/td>\r\n<td style=\"text-align: center;\">10\/9\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]21.87[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>4<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with the Cake<\/td>\r\n<td style=\"text-align: center;\">10\/23\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]18.77[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>5<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One Where Rachel's Sister Babysits<\/td>\r\n<td style=\"text-align: center;\">10\/30\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]19.37[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>6<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with Ross's Grant<\/td>\r\n<td style=\"text-align: center;\">11\/6\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]20.38[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>7<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with the Home Study<\/td>\r\n<td style=\"text-align: center;\">11\/13\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]20.21[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>8<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with the Late Thanksgiving<\/td>\r\n<td style=\"text-align: center;\">11\/20\/03<\/td>\r\n<td style=\"text-align: center;\">[latex]20.66[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>9<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with the Birth Mother<\/td>\r\n<td style=\"text-align: center;\">1\/8\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]25.49[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>10<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One Where Chandler Gets Caught<\/td>\r\n<td style=\"text-align: center;\">1\/15\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]26.68[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>11<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One Where the Stripper Cries<\/td>\r\n<td style=\"text-align: center;\">2\/5\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]24.91[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>12<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with Phoebe's Wedding<\/td>\r\n<td style=\"text-align: center;\">2\/12\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]25.9[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>13<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One Where Joey Speaks French<\/td>\r\n<td style=\"text-align: center;\">2\/19\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]24.27[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>14<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with Princess Consuela<\/td>\r\n<td style=\"text-align: center;\">2\/26\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]22.83[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>15<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One Where Estelle Dies<\/td>\r\n<td style=\"text-align: center;\">4\/22\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]22.64[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>16<\/strong><\/td>\r\n<td style=\"text-align: center;\">The One with Rachel's Going Away Party<\/td>\r\n<td style=\"text-align: center;\">4\/29\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]24.51[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>17<\/strong><\/td>\r\n<td style=\"text-align: center;\">The Last One*<\/td>\r\n<td style=\"text-align: center;\">5\/6\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]52.46[\/latex]<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"text-align: center;\"><strong>18<\/strong><\/td>\r\n<td style=\"text-align: center;\">The Last One*<\/td>\r\n<td style=\"text-align: center;\">5\/6\/04<\/td>\r\n<td style=\"text-align: center;\">[latex]52.46[\/latex]<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<p><em>*Note: the final two episodes aired back-to-back on the same night\u00a0<\/em><\/p>\r\n<p><span style=\"font-size: 1rem; text-align: initial;\">When examining the distribution of a quantitative variable using a histogram or a dotplot, we often find that the distribution follows a bell shape with a mound of observations in the middle of the distribution and even amounts of data falling to the right and left. But sometimes a distribution's values are bunched up to one side or the other, with a few observations stretching way out to the other side. In this section, you'll learn that there are certain ways the mean of the data relates to the median under these different shapes.<\/span><\/p>\r\n<\/div>\r\n<section class=\"textbox recall\">There are specialized statistical terms we use to describe different distribution shapes: <strong>Skewness<\/strong> and <strong>symmetry<\/strong>.\r\n[caption id=\"\" align=\"aligncenter\" width=\"1576\"]<img src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5738\/2022\/01\/11184151\/Picture131.png\" alt=\"An image of three histograms: left skewed, in which the data is bunched up to the right with a long tail of data to the left; symmetric, in which the data is mounded in the center and falls away evenly to either side; and right-skewed, in which the data is bunched up to the left with a tail of data falling away to the right.\" width=\"1576\" height=\"608\" \/> Figure 1. These three histograms show common distribution shapes\u2014left-skewed, symmetric, and right-skewed\u2014each with different patterns in how the data is spread.[\/caption]\r\n\r\n<ul>\r\n\t<li>We say a quantitative variable has a <strong>right-skewed<\/strong> distribution or a <strong>positive skew<\/strong> if there is a \"tail\" of infrequent values on the right (upper) end of the distribution.<\/li>\r\n\t<li>We say a data set has an approximately <strong>symmetric<\/strong> distribution if values are similarly distributed on either side of the mean\/median.<\/li>\r\n\t<li>We say a data set has a <strong>left-skewed<\/strong> distribution or a <strong>negative skew<\/strong> if there is a \"tail\" of infrequent values on the left (lower) end of the distribution.<\/li>\r\n<\/ul>\r\n<\/section>\r\n<section><\/section>\r\n<p><code><\/code><\/p>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]2042[\/ohm2_question]<\/section>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]2044[\/ohm2_question]<\/section>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]2045[\/ohm2_question]<\/section>","rendered":"<section class=\"textbox learningGoals\">\n<ul>\n<li>Name the features of the distribution of a data set using statistical language<\/li>\n<li>Describe the connection between the distribution of a data set and its mean and median<\/li>\n<\/ul>\n<\/section>\n<h2 id=\"IntMeanMedian\">Which was the best <em>Friends<\/em> episode?<\/h2>\n<p><em>Friends<\/em> was a popular American television show that aired from 1994 to 2004. The show followed a group of six friends living in New York City and chronicled their relationships and day-to-day adventures. The show became known in popular culture for its comedy and for the closeness of its cast.<a class=\"footnote\" title=\"Encyclopedia Britannica. (n.d.). Friends. In Encyclopedia Britannica.com. https:\/\/www.britannica.com\/topic\/Friends\" id=\"return-footnote-852-1\" href=\"#footnote-852-1\" aria-label=\"Footnote 1\"><sup class=\"footnote\">[1]<\/sup><\/a><\/p>\n<p>The following table lists the number of U.S. viewers of each episode of the\u00a0[latex]10[\/latex]<sup>th<\/sup> and final season of <em>Friends<\/em>.<a class=\"footnote\" title=\"Mock, T. (2020). A weekly data project aimed at the R ecosystem. TidyTuesday. https:\/\/github.com\/rfordatascience\/tidytuesday\/blob\/master\/data\/2020\/2020-09-08\/readme.md#friends_infocsv\" id=\"return-footnote-852-2\" href=\"#footnote-852-2\" aria-label=\"Footnote 2\"><sup class=\"footnote\">[2]<\/sup><\/a><\/p>\n<div style=\"text-align: left;\">\n<table>\n<caption class=\"center\"><span style=\"text-transform: uppercase;\">Friends Final Season Viewers by episode<\/span><strong><br \/>\n<\/strong><\/caption>\n<tbody>\n<tr>\n<td style=\"text-align: center;\"><strong>Episode Number<\/strong><\/td>\n<td style=\"text-align: center;\"><strong>Episode Title<\/strong><\/td>\n<td style=\"text-align: center;\"><strong>Air Date<\/strong><\/td>\n<td style=\"text-align: center;\"><strong>U.S. Viewers (Millions)<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>1<\/strong><\/td>\n<td style=\"text-align: center;\">The One After Joey and Rachel Kiss<\/td>\n<td style=\"text-align: center;\">9\/25\/03<\/td>\n<td style=\"text-align: center;\">[latex]24.54[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>2<\/strong><\/td>\n<td style=\"text-align: center;\">The One Where Ross is Fine<\/td>\n<td style=\"text-align: center;\">10\/2\/03<\/td>\n<td style=\"text-align: center;\">[latex]22.38[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>3<\/strong><\/td>\n<td style=\"text-align: center;\">The One with Ross&#8217;s Tan<\/td>\n<td style=\"text-align: center;\">10\/9\/03<\/td>\n<td style=\"text-align: center;\">[latex]21.87[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>4<\/strong><\/td>\n<td style=\"text-align: center;\">The One with the Cake<\/td>\n<td style=\"text-align: center;\">10\/23\/03<\/td>\n<td style=\"text-align: center;\">[latex]18.77[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>5<\/strong><\/td>\n<td style=\"text-align: center;\">The One Where Rachel&#8217;s Sister Babysits<\/td>\n<td style=\"text-align: center;\">10\/30\/03<\/td>\n<td style=\"text-align: center;\">[latex]19.37[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>6<\/strong><\/td>\n<td style=\"text-align: center;\">The One with Ross&#8217;s Grant<\/td>\n<td style=\"text-align: center;\">11\/6\/03<\/td>\n<td style=\"text-align: center;\">[latex]20.38[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>7<\/strong><\/td>\n<td style=\"text-align: center;\">The One with the Home Study<\/td>\n<td style=\"text-align: center;\">11\/13\/03<\/td>\n<td style=\"text-align: center;\">[latex]20.21[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>8<\/strong><\/td>\n<td style=\"text-align: center;\">The One with the Late Thanksgiving<\/td>\n<td style=\"text-align: center;\">11\/20\/03<\/td>\n<td style=\"text-align: center;\">[latex]20.66[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>9<\/strong><\/td>\n<td style=\"text-align: center;\">The One with the Birth Mother<\/td>\n<td style=\"text-align: center;\">1\/8\/04<\/td>\n<td style=\"text-align: center;\">[latex]25.49[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>10<\/strong><\/td>\n<td style=\"text-align: center;\">The One Where Chandler Gets Caught<\/td>\n<td style=\"text-align: center;\">1\/15\/04<\/td>\n<td style=\"text-align: center;\">[latex]26.68[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>11<\/strong><\/td>\n<td style=\"text-align: center;\">The One Where the Stripper Cries<\/td>\n<td style=\"text-align: center;\">2\/5\/04<\/td>\n<td style=\"text-align: center;\">[latex]24.91[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>12<\/strong><\/td>\n<td style=\"text-align: center;\">The One with Phoebe&#8217;s Wedding<\/td>\n<td style=\"text-align: center;\">2\/12\/04<\/td>\n<td style=\"text-align: center;\">[latex]25.9[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>13<\/strong><\/td>\n<td style=\"text-align: center;\">The One Where Joey Speaks French<\/td>\n<td style=\"text-align: center;\">2\/19\/04<\/td>\n<td style=\"text-align: center;\">[latex]24.27[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>14<\/strong><\/td>\n<td style=\"text-align: center;\">The One with Princess Consuela<\/td>\n<td style=\"text-align: center;\">2\/26\/04<\/td>\n<td style=\"text-align: center;\">[latex]22.83[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>15<\/strong><\/td>\n<td style=\"text-align: center;\">The One Where Estelle Dies<\/td>\n<td style=\"text-align: center;\">4\/22\/04<\/td>\n<td style=\"text-align: center;\">[latex]22.64[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>16<\/strong><\/td>\n<td style=\"text-align: center;\">The One with Rachel&#8217;s Going Away Party<\/td>\n<td style=\"text-align: center;\">4\/29\/04<\/td>\n<td style=\"text-align: center;\">[latex]24.51[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>17<\/strong><\/td>\n<td style=\"text-align: center;\">The Last One*<\/td>\n<td style=\"text-align: center;\">5\/6\/04<\/td>\n<td style=\"text-align: center;\">[latex]52.46[\/latex]<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"><strong>18<\/strong><\/td>\n<td style=\"text-align: center;\">The Last One*<\/td>\n<td style=\"text-align: center;\">5\/6\/04<\/td>\n<td style=\"text-align: center;\">[latex]52.46[\/latex]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>*Note: the final two episodes aired back-to-back on the same night\u00a0<\/em><\/p>\n<p><span style=\"font-size: 1rem; text-align: initial;\">When examining the distribution of a quantitative variable using a histogram or a dotplot, we often find that the distribution follows a bell shape with a mound of observations in the middle of the distribution and even amounts of data falling to the right and left. But sometimes a distribution&#8217;s values are bunched up to one side or the other, with a few observations stretching way out to the other side. In this section, you&#8217;ll learn that there are certain ways the mean of the data relates to the median under these different shapes.<\/span><\/p>\n<\/div>\n<section class=\"textbox recall\">There are specialized statistical terms we use to describe different distribution shapes: <strong>Skewness<\/strong> and <strong>symmetry<\/strong>.<\/p>\n<figure style=\"width: 1576px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/5738\/2022\/01\/11184151\/Picture131.png\" alt=\"An image of three histograms: left skewed, in which the data is bunched up to the right with a long tail of data to the left; symmetric, in which the data is mounded in the center and falls away evenly to either side; and right-skewed, in which the data is bunched up to the left with a tail of data falling away to the right.\" width=\"1576\" height=\"608\" \/><figcaption class=\"wp-caption-text\">Figure 1. These three histograms show common distribution shapes\u2014left-skewed, symmetric, and right-skewed\u2014each with different patterns in how the data is spread.<\/figcaption><\/figure>\n<ul>\n<li>We say a quantitative variable has a <strong>right-skewed<\/strong> distribution or a <strong>positive skew<\/strong> if there is a &#8220;tail&#8221; of infrequent values on the right (upper) end of the distribution.<\/li>\n<li>We say a data set has an approximately <strong>symmetric<\/strong> distribution if values are similarly distributed on either side of the mean\/median.<\/li>\n<li>We say a data set has a <strong>left-skewed<\/strong> distribution or a <strong>negative skew<\/strong> if there is a &#8220;tail&#8221; of infrequent values on the left (lower) end of the distribution.<\/li>\n<\/ul>\n<\/section>\n<section><\/section>\n<p><code><\/code><\/p>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm2042\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=2042&theme=lumen&iframe_resize_id=ohm2042&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm2044\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=2044&theme=lumen&iframe_resize_id=ohm2044&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm2045\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=2045&theme=lumen&iframe_resize_id=ohm2045&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<hr class=\"before-footnotes clear\" \/><div class=\"footnotes\"><ol><li id=\"footnote-852-1\">Encyclopedia Britannica. (n.d.). Friends. In <em>Encyclopedia Britannica.com<\/em>. https:\/\/www.britannica.com\/topic\/Friends <a href=\"#return-footnote-852-1\" class=\"return-footnote\" aria-label=\"Return to footnote 1\">&crarr;<\/a><\/li><li id=\"footnote-852-2\">Mock, T. (2020). <em>A weekly data project aimed at the R ecosystem<\/em>. TidyTuesday. https:\/\/github.com\/rfordatascience\/tidytuesday\/blob\/master\/data\/2020\/2020-09-08\/readme.md#friends_infocsv <a href=\"#return-footnote-852-2\" class=\"return-footnote\" aria-label=\"Return to footnote 2\">&crarr;<\/a><\/li><\/ol><\/div>","protected":false},"author":13,"menu_order":13,"template":"","meta":{"_candela_citation":"[]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":834,"module-header":"learn_it","content_attributions":[],"internal_book_links":[],"video_content":null,"cc_video_embed_content":{"cc_scripts":"","media_targets":[]},"try_it_collection":null,"_links":{"self":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/852"}],"collection":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/users\/13"}],"version-history":[{"count":14,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/852\/revisions"}],"predecessor-version":[{"id":6626,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/852\/revisions\/6626"}],"part":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/parts\/834"}],"metadata":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/852\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/media?parent=852"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapter-type?post=852"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/contributor?post=852"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/license?post=852"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}