{"id":1186,"date":"2024-01-12T13:25:22","date_gmt":"2024-01-12T13:25:22","guid":{"rendered":"https:\/\/www.allendowney.com\/blog\/?p=1186"},"modified":"2024-01-12T13:25:22","modified_gmt":"2024-01-12T13:25:22","slug":"probably-overthinking-it-notebooks","status":"publish","type":"post","link":"https:\/\/www.allendowney.com\/blog\/2024\/01\/12\/probably-overthinking-it-notebooks\/","title":{"rendered":"Probably Overthinking It Notebooks"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/IMG_3114-1024x768.jpg\" alt=\"\" class=\"wp-image-1189\" style=\"width:505px;height:auto\" srcset=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/IMG_3114-1024x768.jpg 1024w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/IMG_3114-300x225.jpg 300w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/IMG_3114-768x576.jpg 768w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/IMG_3114-1536x1152.jpg 1536w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/IMG_3114-2048x1536.jpg 2048w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/IMG_3114-360x270.jpg 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>To celebrate one month since the launch of <em>Probably Overthinking It<\/em>, I&#8217;m releasing the Jupyter notebooks I used to create the book. There&#8217;s one per chapter, and they contain all of the code I used to do the analysis and generate the figures. So if you are curious about the details of anything in the book, <a href=\"https:\/\/allendowney.github.io\/ProbablyOverthinkingIt\">the notebooks are here<\/a>!<\/p>\n\n\n\n<p>If you &#8212; or someone you love &#8212; is teaching statistics this semester, please let them know about this resource. I think a lot of the examples in the book are good for teaching.<\/p>\n\n\n\n<p>And if you are enjoying <em>Probably Overthinking It<\/em>, please help me spread the word:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Recommend the book to a friend.<\/li>\n\n\n\n<li>Write reviews on <a href=\"https:\/\/amzn.to\/3Kp629E\">Amazon<\/a>, <a href=\"https:\/\/www.goodreads.com\/book\/show\/123226972-probably-overthinking-it\">Goodreads<\/a>, or your favorite book site.<\/li>\n\n\n\n<li>Talk about it on social media.<\/li>\n\n\n\n<li>Request it from your local library.<\/li>\n\n\n\n<li>Order it from your local bookstore or suggest they carry it.<\/li>\n<\/ul>\n\n\n\n<p>It turns out that writing a book is the easy part &#8212; finding an audience is hard!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To celebrate one month since the launch of Probably Overthinking It, I&#8217;m releasing the Jupyter notebooks I used to create the book. There&#8217;s one per chapter, and they contain all of the code I used to do the analysis and generate the figures. So if you are curious about the details of anything in the book, the notebooks are here! If you &#8212; or someone you love &#8212; is teaching statistics this semester, please let them know about this resource&#8230;.<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/www.allendowney.com\/blog\/2024\/01\/12\/probably-overthinking-it-notebooks\/\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-1186","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Probably Overthinking It Notebooks - Probably Overthinking It<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.allendowney.com\/blog\/2024\/01\/12\/probably-overthinking-it-notebooks\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Probably Overthinking It Notebooks - Probably Overthinking It\" \/>\n<meta property=\"og:description\" content=\"To celebrate one month since the launch of Probably Overthinking It, I&#8217;m releasing the Jupyter notebooks I used to create the book. There&#8217;s one per chapter, and they contain all of the code I used to do the analysis and generate the figures. So if you are curious about the details of anything in the book, the notebooks are here! If you &#8212; or someone you love &#8212; is teaching statistics this semester, please let them know about this resource.... 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Since I am teaching my Bayesian statistics class this semester, I\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1210,"url":"https:\/\/www.allendowney.com\/blog\/2024\/02\/01\/extremes-outliers-and-goats\/","url_meta":{"origin":1186,"position":1},"title":"Extremes, outliers, and GOATS","author":"AllenDowney","date":"February 1, 2024","format":false,"excerpt":"The video from my PyData Global 2023 talk, Extremes, outliers, and GOATS, is available now: https:\/\/www.youtube.com\/watch?v=MhA5XWIWWys The slides are here. There are two Jupyter notebooks that contain the analysis I presented: Chapter 4 of Probably Overthinking It An exploration of Gaussian and lognormal models for anthropomorphic measurements Here's the abstract:\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/MhA5XWIWWys\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":689,"url":"https:\/\/www.allendowney.com\/blog\/2021\/12\/19\/data-structures-and-information-retrieval-in-python\/","url_meta":{"origin":1186,"position":2},"title":"Data Structures and Information Retrieval in Python","author":"AllenDowney","date":"December 19, 2021","format":false,"excerpt":"I am happy to announce the first release of a new book, Data Structures and Information Retrieval in Python, which is an introduction to data structures organized around a motivating example: building a search engine. The elements of the search engine are the Crawler, which downloads web pages and follows\u2026","rel":"","context":"In \"computer science\"","block_context":{"text":"computer science","link":"https:\/\/www.allendowney.com\/blog\/tag\/computer-science\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1655,"url":"https:\/\/www.allendowney.com\/blog\/2025\/11\/04\/think-dsp-second-edition\/","url_meta":{"origin":1186,"position":3},"title":"Think DSP second edition","author":"AllenDowney","date":"November 4, 2025","format":false,"excerpt":"I have started work on a second edition of Think DSP! You can see the current draft here. I started this project in part because of this announcement: Once in a while, a few of the Scicloj friends will meet to learn about signal processing, following the Think DSP book\u2026","rel":"","context":"In \"DSP\"","block_context":{"text":"DSP","link":"https:\/\/www.allendowney.com\/blog\/tag\/dsp\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1229,"url":"https:\/\/www.allendowney.com\/blog\/2024\/02\/15\/think-python-third-edition\/","url_meta":{"origin":1186,"position":4},"title":"Think Python third edition!","author":"AllenDowney","date":"February 15, 2024","format":false,"excerpt":"I am happy to announce the third edition of Think Python, which will be published by O'Reilly Media later this year. You can read the online version of the book here. I've posted the Preface and the first four chapters -- more on the way soon! You can read the\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/02\/image.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":1357,"url":"https:\/\/www.allendowney.com\/blog\/2024\/08\/23\/probably-the-book\/","url_meta":{"origin":1186,"position":5},"title":"Probably the Book","author":"AllenDowney","date":"August 23, 2024","format":false,"excerpt":"Last week I had the pleasure of presenting a keynote at posit::conf(2024). When the video is available, I will post it here [UPDATE here it is]. https:\/\/www.youtube.com\/watch?v=YKMZIzYBgTk In the meantime, you can read the slides, if you don't mind spoilers. For people at the conference who don't know me, this\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/08\/are_you_normal_windshield_wiper.gif?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/08\/are_you_normal_windshield_wiper.gif?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/08\/are_you_normal_windshield_wiper.gif?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/08\/are_you_normal_windshield_wiper.gif?resize=700%2C400&ssl=1 2x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/1186","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/comments?post=1186"}],"version-history":[{"count":3,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/1186\/revisions"}],"predecessor-version":[{"id":1190,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/1186\/revisions\/1190"}],"wp:attachment":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/media?parent=1186"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/categories?post=1186"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/tags?post=1186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}