Discover Introductory R: A Beginner's Guide to Data Visualisation, Statistical Analysis and Programming in R by Robert Knell.
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Overview: R is now the most widely used statistical software in academic science and it is rapidly expanding into other fields such as finance. R is almost limitlessly flexible and powerful, hence its appeal, but can be very difficult for the novice user. There are no easy pull-down menus, error messages are often cryptic and simple tasks like importing your data or exporting a graph can be difficult and frustrating. Introductory R is written for the novice user who knows a bit about statistics but who hasn't yet got to grips with the ways of R. This book:1) Walks you through the basics of R's command line interface 2) Gives a set of simple rules to follow to make sure you import your data properly3) Introduces the script editor and gives advice on workflow4) Contains a detailed introduction to drawing graphs in R and5) Gives advice on how to deal with some of the most common errors that you might encounter.The techniques of statistical analysis in R are illustrated by a series of chapters where experimental and survey data are analysed. There is a strong emphasis on using real data from real scientific research, with all the problems and uncertainty that implies, rather than well-behaved made-up data that give ideal and easy to analyse results.
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After spending years working in the corporate world, Robert Knell finally decided to pursue a lifelong passion for writing. They currently reside in a quiet suburb where they spend most of their time outlining new stories, reading extensively, and occasionally attempting to bake.
Glad someone recommended this to me. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
Sarah TorresApril 21, 2024
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.
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Jessica AndersonNovember 05, 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. I'd probably recommend it to a friend.
Mary HernandezJanuary 21, 2025
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.
Richard ParkerJuly 26, 2025
I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Gary RobertsMay 28, 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.
Edward KingMarch 21, 2024
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.
Barbara RamirezSeptember 01, 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.
Richard GarciaDecember 04, 2024
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Nicholas CollinsOctober 05, 2024
Really enjoyed this one. 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.
Nicholas RamirezFebruary 14, 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.
Amanda EdwardsOctober 07, 2024
I was pleasantly surprised. 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.
Nicholas WilliamsJuly 28, 2025
Finished it in a couple of days. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
Donald LewisMay 10, 2024
Honestly one of the better books I've read lately. 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.
Laura HallJune 02, 2025
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. Will be looking for more from this author.
George AllenMay 13, 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. Would probably read it again at some point.
Joseph RobertsMarch 22, 2025
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Kenneth GomezNovember 06, 2024
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Margaret BrownJanuary 09, 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. A solid 5/5 for me.
Elizabeth FloresJanuary 23, 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. I'd probably recommend it to a friend.
Kimberly MartinezAugust 23, 2025
I was pleasantly surprised. 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.
Laura SmithApril 17, 2025
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Andrew RamirezJune 09, 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. A solid 4 stars from me.
Gary HillFebruary 20, 2025
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Worth the time and money.
Jessica AndersonAugust 01, 2024
Finished it in a couple of days. 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.
Melissa ScottMay 19, 2024
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Patricia TurnerOctober 28, 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.
Joshua PhillipsAugust 06, 2024
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.
Karen WhiteJuly 09, 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. A solid 5/5 for me.
Eric WilsonJanuary 23, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Betty EvansJuly 12, 2024
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. I'd probably recommend it to a friend.
George ParkerSeptember 27, 2024
Really enjoyed this one. I got really invested in the main character's journey. Everything just clicked for me. Glad I picked this up.
Laura SmithJune 20, 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. A solid 4 stars from me.
Nancy RobinsonNovember 18, 2025
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Laura LeeDecember 17, 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. Definitely recommend it if you like this genre.
David BrownMarch 06, 2025
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Charles ScottJanuary 11, 2024
Such a great read. I got really invested in the main character's journey. Everything just clicked for me. Glad I picked this up.
Lisa EvansDecember 28, 2024
Not bad, but not my favorite. It had some good moments, but the overall plot felt a bit disjointed in the second half. It's fine if you have nothing else to read.
Emily ReyesMarch 12, 2025
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. Will be looking for more from this author.
Jennifer JonesDecember 24, 2025
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Sharon AndersonFebruary 05, 2025
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.
Michael CollinsFebruary 10, 2024
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. Glad I picked this up.
Daniel KingJuly 29, 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. Definitely recommend it if you like this genre.
Daniel BakerMay 22, 2024
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.
Gary RobertsDecember 12, 2024
I was pleasantly surprised. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
Sharon SmithSeptember 12, 2025
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.
Jennifer KingMay 11, 2024
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. A solid 4 stars from me.
Kimberly LeeSeptember 07, 2024
Such a great 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.
Emily YoungMarch 11, 2024
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.
Carol WilsonApril 03, 2025
Really enjoyed this one. 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.
Emily ClarkAugust 10, 2024
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. Still a good book.
George SanchezMay 04, 2025
Such a great read. 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.
Steven PerezFebruary 28, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
John EdwardsSeptember 22, 2024
Took me a few chapters to get into it, but it was worth it. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Not bad at all.
Dorothy AllenMarch 20, 2024
Such a great 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.
Paul ReyesJanuary 23, 2024
I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Richard ClarkNovember 21, 2024
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Donna CarterJuly 23, 2025
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. Enjoyable weekend read.
Rebecca DiazFebruary 03, 2025
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
Kimberly WrightNovember 19, 2025
Really enjoyed this one. 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.
Joshua SmithNovember 10, 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. A solid 5/5 for me.
Gary RobertsJanuary 18, 2024
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Brian CruzAugust 11, 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.
Emily CampbellSeptember 07, 2024
Such a great read. 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.
Laura MillerDecember 28, 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. A solid 5/5 for me.
Karen WhiteMarch 02, 2025
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.
Patricia DavisAugust 11, 2025
Really enjoyed this one. 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.
Jessica RobinsonOctober 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. Will be looking for more from this author.
Amanda RobertsOctober 28, 2025
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Will be looking for more from this author.
Lisa EvansJuly 31, 2025
I was pleasantly surprised. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Kimberly YoungMarch 23, 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.
Mark BakerMay 15, 2025
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Jessica SmithDecember 24, 2024
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
Patricia ThompsonApril 07, 2024
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. Not bad at all.
Sarah SmithAugust 01, 2025
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. I'd probably recommend it to a friend.
Deborah CruzMay 31, 2025
A solid read. 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.
Anthony BakerJune 09, 2025
It was okay. It felt a bit repetitive in the middle. Could have been shorter. A generous 3 stars.
Kevin WalkerMay 16, 2024
I liked it for the most part. It held my attention, even if a few things were a little predictable. Enjoyable weekend read.
Nancy RobinsonSeptember 29, 2025
I liked it for the most part. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Elizabeth YoungAugust 13, 2025
Pretty good overall. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Jessica HallOctober 06, 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. Worth the time and money.
Gary WrightApril 26, 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.
Edward RiveraJanuary 21, 2024
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
Edward KingJanuary 08, 2025
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Daniel RobertsFebruary 08, 2024
Such a great 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.
Kevin ThomasNovember 09, 2025
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. A solid 5/5 for me.
Robert SmithSeptember 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. A solid 5/5 for me.
Charles GreenMay 08, 2025
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Not bad at all.
Karen WrightDecember 09, 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.
Linda CarterDecember 17, 2025
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. Would probably read it again at some point.
Anthony JonesSeptember 24, 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. Not bad at all.
Kimberly WrightFebruary 14, 2024
Pretty good overall. 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.
Daniel GarciaMarch 20, 2025
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.
Paul EvansJuly 24, 2025
Pretty good overall. I liked the main character, though some of the side plots were just okay. Still a good book.
Susan MartinezDecember 10, 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.
Kimberly MooreOctober 18, 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. Definitely recommend it if you like this genre.
Nancy GreenOctober 23, 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. Glad I picked this up.
Edward JohnsonNovember 14, 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.
Ryan AllenMarch 14, 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. A solid 5/5 for me.
Deborah FloresAugust 15, 2025
Took me a few chapters to get into it, but it was worth it. 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.
Robert AllenJanuary 09, 2024
It was okay. It had some good moments, but the overall plot felt a bit disjointed in the second half. It's fine if you have nothing else to read.
Gary TorresNovember 01, 2024
Good, but not quite perfect. It held my attention, even if a few things were a little predictable. Enjoyable weekend read.
Stephanie WilsonFebruary 28, 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. A solid 5/5 for me.
Sharon SmithDecember 15, 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.
Margaret ReyesSeptember 15, 2025
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. A solid 5/5 for me.
Andrew WilsonOctober 04, 2024
Not bad, but not my favorite. Some parts were interesting, while others were a bit of a slog to get through. Just right down the middle.
Patricia AndersonOctober 22, 2025
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Ashley JohnsonJanuary 18, 2025
A solid read. I liked the main character, though some of the side plots were just okay. I'd probably recommend it to a friend.
Emily ClarkAugust 23, 2025
It was just alright. 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.
Melissa ScottOctober 08, 2025
Pretty good overall. I liked the main character, though some of the side plots were just okay. A solid 4 stars from me.
Kevin ThomasOctober 28, 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.
Sandra SanchezAugust 06, 2025
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Worth the time and money.
Nancy LewisDecember 29, 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. Definitely recommend it if you like this genre.
John NelsonAugust 14, 2025
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Michelle WalkerApril 09, 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. A solid 5/5 for me.
Anthony JonesMarch 24, 2025
It was just alright. Some parts were interesting, while others were a bit of a slog to get through. Just right down the middle.
Margaret CampbellNovember 11, 2024
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Anthony BakerMay 16, 2025
Pretty good overall. I liked the main character, though some of the side plots were just okay. Not bad at all.
Edward DavisAugust 13, 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.
Kenneth GonzalezOctober 31, 2025
A very satisfying read. 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.
Jennifer LewisApril 28, 2025
A very satisfying read. 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.
Andrew WilsonSeptember 10, 2025
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Kevin ThomasJanuary 25, 2025
Not bad, but not my favorite. It felt a bit repetitive in the middle. Could have been shorter. Probably won't read it again, but it was an okay way to pass the time.
Deborah PerezFebruary 09, 2024
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Worth the time and money.
Laura GreenJune 02, 2025
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
Susan HarrisAugust 19, 2025
Honestly one of the better books I've read lately. 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.
Margaret MartinezJune 13, 2025
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Lisa TorresJune 07, 2025
Pretty good overall. It held my attention, even if a few things were a little predictable. A solid 4 stars from me.
Nicholas RobinsonJanuary 06, 2024
A very satisfying read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Paul EvansNovember 28, 2024
Good, but not quite perfect. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
Jennifer DiazDecember 18, 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. Enjoyable weekend read.
Kenneth GonzalezMay 29, 2025
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.
Melissa ParkerJanuary 20, 2025
I liked it for the most part. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Anthony TaylorJune 25, 2024
Honestly one of the better books I've read lately. 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.
Robert SmithMay 01, 2025
Such a great 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.
Karen BrownDecember 10, 2024
I liked it for the most part. It held my attention, even if a few things were a little predictable. Still a good book.
Emily JonesDecember 18, 2025
A very satisfying read. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Robert MillerDecember 09, 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. Worth the time and money.
Margaret RodriguezMarch 25, 2025
Took me a few chapters to get into it, but it was worth it. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Kenneth LewisJune 15, 2024
Really enjoyed this one. 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.
Melissa ParkerJune 04, 2024
I was pleasantly surprised. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Laura JacksonMay 26, 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. Worth the time and money.
Carol FloresSeptember 30, 2025
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.
Mark JohnsonOctober 08, 2024
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. Worth the time and money.
Emily ReyesJuly 14, 2025
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. Definitely recommend it if you like this genre.
Paul WrightAugust 01, 2025
A solid read. I liked the main character, though some of the side plots were just okay. I'd probably recommend it to a friend.
Betty MooreJanuary 13, 2025
Really enjoyed this one. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Carol HillOctober 11, 2025
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.
Nicholas CollinsNovember 27, 2025
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.
Robert SmithJanuary 28, 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. A solid 5/5 for me.
