Discover Code and Culture - 4th revised edition (Feb 2026): How Algorithms Are Erasing Cultural Diversity and What You Can Do About It by Makoto Manabe.
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Makoto Manabe is the author of several novels. Originally from the East Coast, they now live in the Midwest with family. In addition to writing, Makoto Manabe enjoys gardening, cooking, and reading way past bedtime. Their work often explores the complexities of everyday life and human relationships.
Finished it in a couple of days. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
George RamirezJuly 26, 2025
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
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Laura RamirezMay 20, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Glad I picked this up.
Rebecca RobertsOctober 11, 2024
A solid read. It held my attention, even if a few things were a little predictable. A solid 4 stars from me.
James MartinJanuary 12, 2025
Took me a few chapters to get into it, but it was worth it. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Christopher WalkerJuly 17, 2025
Honestly one of the better books I've read lately. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Karen PhillipsMay 15, 2025
I liked it for the most part. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Joseph NelsonFebruary 19, 2024
Pretty good overall. It held my attention, even if a few things were a little predictable. Enjoyable weekend read.
Thomas MartinMay 27, 2024
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Kimberly ReyesMay 08, 2025
Such a great read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
Ashley HernandezDecember 12, 2024
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
James NguyenFebruary 20, 2024
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. Still a good book.
Carol JacksonJanuary 16, 2025
It was okay. It felt a bit repetitive in the middle. Could have been shorter. Might work better for someone else, just wasn't completely for me.
Linda CarterJune 24, 2025
Really enjoyed this one. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Kenneth WilsonMarch 20, 2025
An average read for me. It felt a bit repetitive in the middle. Could have been shorter. It's fine if you have nothing else to read.
Paul JohnsonJanuary 05, 2024
Really enjoyed this one. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
Michael MitchellJanuary 08, 2025
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
Sharon AndersonJune 19, 2024
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Carol YoungMarch 01, 2024
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Sarah FloresAugust 24, 2024
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Will be looking for more from this author.
Michael MitchellApril 18, 2025
Honestly one of the better books I've read lately. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Will be looking for more from this author.
Dorothy HillFebruary 11, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
Steven YoungApril 25, 2024
I was pleasantly surprised. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Worth the time and money.
Dorothy HillApril 05, 2024
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
David JohnsonFebruary 03, 2025
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
Gary AdamsFebruary 06, 2025
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Definitely recommend it if you like this genre.
Daniel WilliamsDecember 07, 2025
It was okay. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. Might work better for someone else, just wasn't completely for me.
Matthew GreenAugust 05, 2024
Finished it in a couple of days. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Anthony HallJuly 03, 2025
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Kevin KingSeptember 06, 2025
Honestly one of the better books I've read lately. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
Steven AllenMay 04, 2024
Really enjoyed this one. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Gary GarciaMay 29, 2025
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Barbara AllenJuly 01, 2025
Such a great read. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
Betty WhiteJanuary 12, 2024
Really enjoyed this one. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Christopher MartinMarch 03, 2024
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Carol LeeMarch 29, 2025
Glad someone recommended this to me. I loved how the story unfolded. It kept me guessing without being too confusing. Worth the time and money.
Donna GonzalezApril 06, 2024
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Donna RiveraNovember 03, 2025
A solid read. I liked the main character, though some of the side plots were just okay. Still a good book.
Carol LeeJuly 28, 2024
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Not bad at all.
Patricia CarterMay 13, 2025
I was pleasantly surprised. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. A solid 5/5 for me.
Jacob MillerApril 20, 2025
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Robert GomezJune 15, 2024
I liked it for the most part. It held my attention, even if a few things were a little predictable. A solid 4 stars from me.
Thomas FloresApril 25, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Jennifer WalkerAugust 14, 2024
Really enjoyed this one. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
Susan WalkerOctober 19, 2025
Honestly one of the better books I've read lately. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Laura ScottOctober 16, 2024
An average read for me. It felt a bit repetitive in the middle. Could have been shorter. It's fine if you have nothing else to read.
Carol PerezDecember 04, 2024
Took me a few chapters to get into it, but it was worth it. It held my attention, even if a few things were a little predictable. Not bad at all.
Elizabeth AdamsAugust 31, 2025
Took me a few chapters to get into it, but it was worth it. I liked the main character, though some of the side plots were just okay. Not bad at all.
Jessica AllenOctober 14, 2024
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
Linda AllenAugust 21, 2025
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Will be looking for more from this author.
Karen ThompsonAugust 06, 2025
Glad someone recommended this to me. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Kenneth JonesFebruary 20, 2024
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
George WilsonJune 26, 2024
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Lisa FloresJune 30, 2024
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Mary AllenJanuary 16, 2025
Honestly one of the better books I've read lately. The author did a great job wrapping everything up at the end. No weird plot holes left behind. A solid 5/5 for me.
Barbara RamirezDecember 15, 2025
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
Joseph SmithOctober 16, 2025
Pretty good overall. It held my attention, even if a few things were a little predictable. Still a good book.
Anthony GarciaMarch 09, 2024
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Joshua MartinezJuly 11, 2025
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Brian GonzalezMarch 12, 2024
Took me a few chapters to get into it, but it was worth it. I liked the main character, though some of the side plots were just okay. Not bad at all.
Andrew GarciaFebruary 12, 2025
Good, but not quite perfect. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Charles ScottJanuary 19, 2024
Pretty good overall. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Donna CruzMarch 25, 2024
Finished it in a couple of days. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Glad I picked this up.
Mark JohnsonAugust 29, 2025
It was okay. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. Probably won't read it again, but it was an okay way to pass the time.
Dorothy MartinDecember 06, 2025
An average read for me. It felt a bit repetitive in the middle. Could have been shorter. Might work better for someone else, just wasn't completely for me.
Mary NguyenOctober 09, 2025
Really enjoyed this one. I got really invested in the main character's journey. Everything just clicked for me. Glad I picked this up.
Patricia AndersonDecember 24, 2025
Pretty good overall. It held my attention, even if a few things were a little predictable. A solid 4 stars from me.
William RamirezJune 07, 2025
An average read for me. Some parts were interesting, while others were a bit of a slog to get through. Might work better for someone else, just wasn't completely for me.
Lisa EdwardsMay 28, 2024
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Robert RiveraMarch 14, 2024
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
Christopher HarrisMay 26, 2025
A solid read. I liked the main character, though some of the side plots were just okay. Not bad at all.
Eric CruzDecember 29, 2024
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
George FloresFebruary 26, 2024
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
Anthony HarrisDecember 06, 2025
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
Cynthia AndersonDecember 31, 2024
Honestly one of the better books I've read lately. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Michael MitchellJune 03, 2025
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
James MartinDecember 06, 2025
I liked it for the most part. It held my attention, even if a few things were a little predictable. Not bad at all.
Charles GonzalezDecember 17, 2024
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Laura RamirezAugust 23, 2025
Pretty good overall. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Jessica MillerApril 29, 2025
Took me a few chapters to get into it, but it was worth it. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Karen AdamsJune 30, 2025
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. A solid 4 stars from me.
Amanda FloresDecember 11, 2025
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Kevin MartinFebruary 20, 2025
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Daniel WilliamsJanuary 15, 2025
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Rebecca SanchezJanuary 13, 2024
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. Still a good book.
Gary HernandezMay 05, 2025
Really enjoyed this one. I got really invested in the main character's journey. Everything just clicked for me. Will be looking for more from this author.
Dorothy RobinsonJanuary 04, 2025
I liked it for the most part. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. A solid 4 stars from me.
Richard CruzFebruary 01, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Barbara GreenAugust 25, 2024
Such a great read. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
Robert ScottNovember 10, 2024
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
Laura ReyesSeptember 29, 2025
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Patricia TaylorJuly 19, 2024
It was okay. It felt a bit repetitive in the middle. Could have been shorter. A generous 3 stars.
Donna GonzalezApril 18, 2024
Such a great read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
Paul AndersonMarch 04, 2025
I liked it for the most part. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Richard GarciaJuly 21, 2025
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Will be looking for more from this author.
Deborah HernandezMay 23, 2025
Such a great read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Deborah ParkerJune 23, 2024
Not bad, but not my favorite. It had some good moments, but the overall plot felt a bit disjointed in the second half. A generous 3 stars.
Laura EvansDecember 14, 2025
Good, but not quite perfect. Interesting premise and executed fairly well. Just a few slow chapters here and there. Not bad at all.
Deborah HernandezJuly 13, 2024
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Stephanie ReyesAugust 14, 2025
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
Betty YoungFebruary 19, 2025
Good, but not quite perfect. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Ashley ClarkJuly 27, 2025
Such a great read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Edward SanchezJanuary 22, 2025
Honestly one of the better books I've read lately. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Thomas MartinezJanuary 10, 2024
Pretty good overall. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
William PerezOctober 04, 2024
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. I'd probably recommend it to a friend.
Edward WilsonOctober 02, 2025
I liked it for the most part. It held my attention, even if a few things were a little predictable. Not bad at all.
Karen ThompsonAugust 08, 2024
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Donna LewisSeptember 12, 2024
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Donald GomezAugust 19, 2025
I liked it for the most part. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Ashley WalkerSeptember 17, 2024
Not bad, but not my favorite. It felt a bit repetitive in the middle. Could have been shorter. It's fine if you have nothing else to read.
Eric NguyenOctober 12, 2024
It was okay. It had some good moments, but the overall plot felt a bit disjointed in the second half. A generous 3 stars.
Richard JonesNovember 20, 2024
Really enjoyed this one. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Melissa GarciaNovember 05, 2024
Not bad, but not my favorite. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. It's fine if you have nothing else to read.
Andrew GomezOctober 13, 2024
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Richard NguyenOctober 04, 2024
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
Laura EvansMarch 23, 2025
It was just alright. It had some good moments, but the overall plot felt a bit disjointed in the second half. Just right down the middle.
Eric RobinsonJanuary 23, 2024
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Glad I picked this up.
Michelle ReyesSeptember 22, 2025
It was okay. Some parts were interesting, while others were a bit of a slog to get through. A generous 3 stars.
Joshua HarrisJanuary 31, 2024
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Margaret NguyenJanuary 01, 2025
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. A solid 5/5 for me.
James ParkerMarch 20, 2025
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. I'd probably recommend it to a friend.
Laura YoungApril 24, 2025
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. A solid 5/5 for me.
Jessica AllenOctober 12, 2025
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Barbara CollinsMarch 24, 2024
A solid read. It held my attention, even if a few things were a little predictable. Not bad at all.
Anthony CampbellApril 14, 2025
It was okay. It felt a bit repetitive in the middle. Could have been shorter. It's fine if you have nothing else to read.
Linda GonzalezAugust 06, 2025
I was pleasantly surprised. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Linda AdamsDecember 21, 2024
Honestly one of the better books I've read lately. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Betty LopezJuly 28, 2024
A solid read. I liked the main character, though some of the side plots were just okay. Still a good book.
Elizabeth ThomasMay 07, 2024
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
Christopher ClarkApril 01, 2025
Finished it in a couple of days. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Jennifer RamirezSeptember 23, 2025
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. I'd probably recommend it to a friend.
Margaret TurnerApril 27, 2024
Good, but not quite perfect. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. A solid 4 stars from me.
Cynthia JonesSeptember 12, 2024
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Carol SmithAugust 11, 2024
I was pleasantly surprised. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Jessica LewisJuly 27, 2024
Glad someone recommended this to me. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Jessica MillerJune 17, 2024
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Still a good book.
Gary KingJune 29, 2025
Pretty good overall. It held my attention, even if a few things were a little predictable. Enjoyable weekend read.
Carol LeeFebruary 20, 2025
Glad someone recommended this to me. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
James ParkerFebruary 24, 2025
It was okay. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. A generous 3 stars.
Ashley ClarkApril 19, 2025
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Would probably read it again at some point.
George ClarkSeptember 10, 2024
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Thomas CollinsSeptember 05, 2024
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Definitely recommend it if you like this genre.
Linda CarterDecember 23, 2025
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Will be looking for more from this author.
Christopher KingJune 02, 2025
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Michael MooreDecember 05, 2025
Glad someone recommended this to me. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Charles GonzalezJune 26, 2024
Took me a few chapters to get into it, but it was worth it. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Mark JacksonDecember 20, 2024
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Deborah RobertsDecember 19, 2025
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
Andrew SmithApril 06, 2025
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. A solid 5/5 for me.
John KingApril 21, 2024
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Will be looking for more from this author.
