This is an analysis of the book reviews on this website, identifying the books the reviewer seemed to love the most and dislike the most, based on the language and sentiment in their reviews.
Generated by Claude AI on March 10, 2026
Top 10: Books the Reviewer Loved Most
1. Four Thousand Weeks by Oliver Burkeman
This book clearly had the deepest personal impact of any in the collection. The reviewer wrote that it “might have affected my life more than any other,” noting that he recommended it to thousands of people on social media and that “dozens of people in multiple countries have told me they read it because I recommended it.” He bought a workbook for it, keeps watching YouTube videos about it, and wrote detailed one-sentence chapter summaries – a level of engagement unmatched by any other review.
2. The Only Plane in the Sky by Garrett M. Graff
The reviewer called this “an amazing experience” and used language that suggests it was genuinely life-altering: “It was an incredible experience. I am a different person for having listened to it all.” He loved it so much that he “ordered the hardcover before I even got home” after listening to the audio version, listened to all 16 hours without speeding up the audio (something he usually does), and called it “the most comprehensive account of what happened on 9/11” and “a staggering work of compilation.”
3. The Undisputed Guide to Pro Basketball History by Bethlehem Shoals
This received perhaps the most superlative-laden short review in the entire collection: “Truly, one of the most perfect books I have ever read.” The reviewer praised every dimension of it – history, writing, and artwork – saying “the writing is superb and goes beneath superficial observations, and the artwork is just amazing – like, I want to get prints of this stuff in my house.” The verdict was a single, emphatic word: “Flawless.”
4. Educated by Tara Westover
The reviewer opened with “Absolutely, one of the best books I’ve read in years” and wrote a deeply engaged, multi-paragraph review that demonstrates how deeply the book affected him. He called the writing “wonderful, somehow simple, clear, and yet poetic” and was so moved by the family dynamics that he “ended the book feeling badly for Tara’s father.” The review was later referenced by another review (Glass Castle) as “Tara Westover’s masterpiece.”
5. So Good They Can’t Ignore You by Cal Newport
The enthusiasm here is unmistakable: “I loved, loved, loved this book. Every college student on Earth should read it.” The reviewer called it “absolutely brilliant” and praised its core message as a necessary corrective, calling it “a slap in the face to the entitlement mentality that expects your career to give you fulfillment.” The triple repetition of “loved” is unique across all reviews.
6. Bubble Blog by Richard MacManus
This book clearly struck a deep personal chord. The reviewer wrote “I absolutely loved Bubble Blog, because it was the look back I had been waiting for about the concepts, the time period, and the social environment when I became what I am today.” The review is one of the longest in the collection and is deeply personal, with the reviewer reflecting on his own career and writing “I probably owe my entire career to the blogosphere and that decade.” He was so inspired that he quit social media and started blogging again.
7. How Big Things Get Done by Bent Flyvbjerg and Dan Gardner
The reviewer read this book twice – once on audio and once in hardcover – a distinction shared by almost no other book in the collection. He called it “stellar” in the verdict line, wrote exhaustive chapter-by-chapter notes on the re-read, and said “The book is a wonderful read. I may listen to it again.” The sheer depth of engagement across nearly 300 lines of review text speaks volumes.
8. Say Nothing by Patrick Radden Keefe
The verdict line reads “Incredible history. So, so hard to put down.” The reviewer described it as “an absolutely compelling history of The Troubles in Northern Ireland” and wrote “I had a very hard time putting the book down.” He praised both the writing style and narrative structure, concluding simply with “Absolutely fantastic book.”
9. Walkable City by Jeff Speck
The reviewer wrote “Genuinely one of the most interesting books I’ve ever read, hands down” – language that puts it in an elite category. He called it “absolutely engrossing” despite having no personal stake in city planning, praised Speck as “a wonderful writer,” and concluded that it was “an absolutely crucial book, and a pleasure to read. My best book of 2014, so far.”
10. The Innovators by Walter Isaacson
The review opens with “Amazingly wonderful book” and the enthusiasm never lets up: “Wonderfully written, always engrossing.” The reviewer praised both the scope and the focus on people rather than technology, and closed with two simple, powerful sentences: “An important book. A wonderful book.”
Bottom 10: Books the Reviewer Liked Least
1. Developing Analytic Talent by Vincent Granville
This received the most thorough and devastating negative review in the collection. The reviewer opened with “I did not enjoy this book at all” and systematically dismantled every aspect of it: the unclear audience, the disastrous organization (“The book needs to be taken apart at the section level, then re-assembled in a better order. It’s like someone wrote the book on index cards, then shuffled them randomly”), and the author’s arrogance (“He’s clearly very smart, and this book seemed to be his attempt to prove that”).
2. The Hitchhiker’s Guide to the Galaxy by Douglas Adams
A short but brutal review: “The book itself is awful.” The reviewer gave it no quarter, calling it “an attempt at absurd parody that feels like it was made up as Adams went along and was never edited. It hardly makes sense, isn’t funny, and it took every ounce of willpower I had to finish it.” The contrast between the book’s beloved cultural status and this scorching dismissal makes it stand out.
3. How to Get Rich by Felix Dennis
The reviewer called the book “stupid and unnecessary” and the author “the worst kind of rich person: narcissistic and vapid.” He wrote that Dennis’s writing is “self-indulgent and thick” and that he “skimmed the last half of it.” The final verdict was damning: “You will be no closer to getting rich after you read this than before.”
4. Becoming Wise by Krista Tippett
The verdict says it all: “I quit it. Almost gibberish. Didn’t make any sense.” The reviewer gave it 100 pages before abandoning it, writing “I don’t know what the point of the book is” and that “I realized I was just looking at the words and not really comprehending anything.” He even admitted the review itself was an attempt to salvage something from the experience: “I’m still writing this ‘review’ just because I’m desperate to gain some insight from this book.”
5. Literary Theory for Robots by Dennis Yi Tenen
The verdict line reads “Wildly unfocused. Didn’t make much sense.” The reviewer called the writing style “just awful” and “very, very obtuse,” noting it was “the absolute opposite of concise.” Even the conclusion failed: “I thought, ‘Awesome! A list! This will be concise!' Spoiler: it was not.” His final word: “It’s short, but I’m still annoyed that I read it.”
6. Shogun by James Clavell
The verdict is “Historically notable, but very slow and very boring.” The reviewer opened with “Oh, goodness, I didn’t like this book” and described it as “both long and very, very boring.” He invested significant time in the 1,700-page book and deeply regretted it: “Honestly, I regret it. I spent a lot of time on the book, waiting for a payoff that never came.” The ending was “very anti-climatic” and the book suffered from what he calls “The Order of the Phoenix Syndrome.”
7. The Real Work by Adam Gopnik
The reviewer’s frustration is palpable: “This book annoyed the hell out of me.” He called it a “meditation” that “comes off feeling indulgent and narcissistic,” described the content as “a random collection of essays,” and noted he “bailed out about two-thirds of the way through when it became clear it wasn’t going to get any better.” The final verdict: “Ridiculous and disappointing.”
8. Destiny by T.D. Jakes
The reviewer struggled to even classify his distaste: “The book is…awful? I almost don’t want to call it that.” He found nothing of value: “nothing will stay with you” and “I can’t even imagine what person would effectively respond to this.” His concluding assessment was cutting in its gentleness: “It almost seems unfair to criticize the book. It’s…adorable? Innocent? Harmless? The one thing it isn’t is ‘good,' I guess.”
9. The Science of Success by Charles G. Koch
Called “a fairly awful book” right in the opening line. The reviewer identified two fundamental problems: “(1) he’s a poor writer, and (2) he’s not saying anything profound.” He described the writing as careening “back and forth between points” and the content as reading “like a Intro to Business 101 course.” The dismissal was complete: “don’t look to this as a serious business book.”
10. Lamb: The Gospel According to Biff by Christopher Moore
The verdict line captures it: “Annoying, pointless, and maybe sacrilegious?” The reviewer abandoned the book halfway through, citing both discomfort with the subject matter and fundamental problems with the writing: “the biggest sin committed by the book might be that it’s just boring. It wasn’t going anywhere.” He found it had “no narrative other than random episodes, and the author was clearly very impressed with himself.”