{"id":14,"date":"2022-01-19T07:58:12","date_gmt":"2022-01-19T07:58:12","guid":{"rendered":"https:\/\/kellypvincent.tech\/?page_id=14"},"modified":"2025-08-18T05:42:35","modified_gmt":"2025-08-18T05:42:35","slug":"reading-recs","status":"publish","type":"page","link":"https:\/\/kellypvincent.tech\/?page_id=14","title":{"rendered":"Reading Recs"},"content":{"rendered":"\n<p>This page is dedicated to sharing the books I&#8217;ve read that I think people interested in data science and tech ethics and behavioral economics, and a variety of related things, will also find interesting.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Data and Tech Bias<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><strong><em>Weapons of Math Destruction<\/em> by Cathy O&#8217;Neil<\/strong> (Crown, 2016)<br>This is a fascinating look at how misuse of data science, and not thinking about consequences, can have devastating impacts on real people&#8217;s real lives. See <a href=\"https:\/\/medium.com\/@kvbooks\/punishing-the-punished-f6023b98d64f\" target=\"_blank\" rel=\"noreferrer noopener\">complete review<\/a> on Medium.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"162\" height=\"250\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2022\/01\/weaponsofmathdestruction-e1642579776597.jpg\" alt=\"Weapons of Math Destruction book cover\" class=\"wp-image-18\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"349\" height=\"522\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/invisible_women.jpg\" alt=\"\" class=\"wp-image-96\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/invisible_women.jpg 349w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/invisible_women-201x300.jpg 201w\" sizes=\"auto, (max-width: 349px) 100vw, 349px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><meta charset=\"utf-8\"><\/meta><strong><em>Invisible Women<\/em> by Caroline Criado Perez<\/strong> (Abrams Press, 2021)<br>An excellent expose of the many ways data and technology are used to exclude women and favor men, from smart phones comfortable to men only to snow-plowing schedules that led to preventable injuries to women.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><strong><em>Algorithms of Oppression<\/em> by Safiya Umoja Noble<\/strong> (New York University Press, 2018)<br>A book about the shocking behavior of &#8220;neutral&#8221; search engines around hate, the damage they can do, and the absolute lack of responsibility the tech world is taking for making it better.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"348\" height=\"522\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/algorithmsofoppression.jpg\" alt=\"\" class=\"wp-image-97\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/algorithmsofoppression.jpg 348w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/algorithmsofoppression-200x300.jpg 200w\" sizes=\"auto, (max-width: 348px) 100vw, 348px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"335\" height=\"522\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/raceaftertechnology.jpg\" alt=\"\" class=\"wp-image-98\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/raceaftertechnology.jpg 335w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2025\/08\/raceaftertechnology-193x300.jpg 193w\" sizes=\"auto, (max-width: 335px) 100vw, 335px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><meta charset=\"utf-8\"><\/meta><strong><em>Race After Technology<\/em> by Ruha Benjamin<\/strong> (Polity Press, 2019)<br>An exploration of the many ways that technology is used against people of color to prop up white supremacy and further long-standing social inequity, despite long promises of technological neutrality.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Data Science Ethics<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><strong><em>Human-Centered Data Science<\/em><\/strong> (The MIT Press, 2022)<\/p>\n\n\n\n<p>This is a good overview of the many ways we can make Data Science more ethical and human-focused so we don&#8217;t do harm and best understand the needs of people, communicate with them more effectively, and actually do good.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"365\" height=\"522\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/humancentereddatascience.jpg\" alt=\"Human-Centered Data Science book cover\" class=\"wp-image-64\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/humancentereddatascience.jpg 365w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/humancentereddatascience-210x300.jpg 210w\" sizes=\"auto, (max-width: 365px) 100vw, 365px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"331\" height=\"500\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/datascienceethics_martens.jpeg\" alt=\"\" class=\"wp-image-65\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/datascienceethics_martens.jpeg 331w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/datascienceethics_martens-199x300.jpeg 199w\" sizes=\"auto, (max-width: 331px) 100vw, 331px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><meta charset=\"utf-8\"><strong><em>Data Science Ethics<\/em> by David Martens<\/strong> (Oxford University Press, 2022)<br>A really good dive into ethics in data science, with a nice focus on privacy from several perspectives. Introduces mathematical ways to measure privacy and other ethics-related metrics.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Human Behavior<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"333\" height=\"499\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2022\/05\/talkingtostrangerscover.jpg\" alt=\"\" class=\"wp-image-51\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2022\/05\/talkingtostrangerscover.jpg 333w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2022\/05\/talkingtostrangerscover-200x300.jpg 200w\" sizes=\"auto, (max-width: 333px) 100vw, 333px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><meta charset=\"utf-8\"><strong><em>Talking to Strangers<\/em> by Malcom Gladwell<\/strong> (Back Bay Books, 2021)<br>A book that will interest those fascinated by human behavior. We are way overconfident in our abilities to read other people. See <a href=\"https:\/\/medium.com\/@kvbooks\/punishing-the-punished-f6023b98d64f\" target=\"_blank\" rel=\"noreferrer noopener\">complete review<\/a> on Medium.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><strong><em>Weird<\/em> by Olga Khazan<\/strong> (Hachette Books, 2020)<\/p>\n\n\n\n<p>A unique look at being an outsider in a social world. Moves from the pain of being weird to the advantages it can bring to how to live weird and finally to the choice of trying to conform to some degree or not. <br><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"354\" height=\"522\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/weird.jpg\" alt=\"\" class=\"wp-image-67\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/weird.jpg 354w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/weird-203x300.jpg 203w\" sizes=\"auto, (max-width: 354px) 100vw, 354px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"345\" height=\"522\" src=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/ascentoftheaword.jpg\" alt=\"\" class=\"wp-image-66\" srcset=\"https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/ascentoftheaword.jpg 345w, https:\/\/kellypvincent.tech\/wp-content\/uploads\/2023\/10\/ascentoftheaword-198x300.jpg 198w\" sizes=\"auto, (max-width: 345px) 100vw, 345px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><meta charset=\"utf-8\"><strong><em>Ascent of the A-Word<\/em> by <\/strong>Geoffrey Nunberg (PublicAffairs, 2012)<br>This is an engaging exploration of &#8220;assholism,&#8221; with a nod to other vulgar words and labels, starting with a history of the concept but soon moving on to the behavior of people labeled assholes over the last several decades. <\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This page is dedicated to sharing the books I&#8217;ve read that I think people interested in data science and tech ethics and behavioral economics, and a variety of related things, will also find interesting. Data and Tech Bias Weapons of Math Destruction by Cathy O&#8217;Neil (Crown, 2016)This is a fascinating look at how misuse of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","hide_page_title":"","footnotes":""},"class_list":["post-14","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Reading Recs - Kelly Vincent - Data Scientist and Writer Reading Recommendations<\/title>\n<meta name=\"description\" content=\"This page is dedicated to sharing reading recommendations that deal with data science and tech ethics and behavioral economics, and other related topics.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kellypvincent.tech\/?page_id=14\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Reading Recs - 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