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Cover of Orange: The Complete Collection, Volume 1 by Ichigo Takano
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Orange: The Complete Collection, Volume 1

Ichigo Takano

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for Orange: The Complete Collection, Volume 1. Books rank higher when they are close on every selected axis.

Characterization labels used: shy heroine, timid protagonist, passive heroine, relatable protagonist, selfless friend, protective friend, popular boy, transfer student, supportive friend group, teen characters, emotionally burdened

Relationships labels used: friend group, crush, romance, love triangle, unrequited love, support network, friendship bond, self-sacrifice, protective friendship, group loyalty, found family

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization + relationships embeddings are close.

Cover of Orange: The Complete Collection, Volume 2 by Ichigo Takano

Orange: The Complete Collection, Volume 2

Ichigo Takano · 2016 · Orange: The Complete Collection

Future letters push a shy high schooler and her friends to try to save a troubled boy and rewrite regret.

Semantic match: ranked by characterization + relationships

Distance: 0.0678

Cover of Orange 3 by Ichigo Takano

Orange 3

Ichigo Takano, 高野苺 · 2014 · Orange [オレンジ] / Orange: Future [Orange -未来-]

A shy teen receives a letter from her future self and joins friends in trying to change a painful fate.

Semantic match: ranked by characterization + relationships

Distance: 0.0857

Cover of Absolute Boyfriend, Vol. 1 by Yuu Watase

Absolute Boyfriend, Vol. 1

Yuu Watase · 2006 · 絶対彼氏 [Zettai Kareshi]

A shy high school girl gets a trial robot boyfriend and discovers love comes with a price, secrets, and rivals.

Semantic match: ranked by characterization + relationships

Distance: 0.1068

Cover of Clockwise by Elle Strauss

Clockwise

Elle Strauss · 2011 · Clockwise

A shy teen time traveler’s secret life in 1860 gets complicated when her crush is pulled into the past with her.

Semantic match: ranked by characterization + relationships

Distance: 0.1094

Cover of The Future of Us by Jay Asher

The Future of Us

Jay Asher, Carolyn Mackler · 2011

Two 1996 teens discover their future Facebook pages and try to steer their lives before they get there.

Semantic match: ranked by characterization + relationships

Distance: 0.1109

Cover of The Locket by Stacey Jay

The Locket

Stacey Jay · 2011

A teen gets a magical do-over after cheating on her boyfriend, but changing one mistake scrambles everything.

Semantic match: ranked by characterization + relationships

Distance: 0.1135

Cover of Novas by Lou Vane

Novas

Lou Vane · 2022

A teen survivor team leaves refuge to seek supplies and answers in a dangerous post-apocalyptic world, amid rivalries and a love triangle.

Semantic match: ranked by characterization + relationships

Distance: 0.1152

Cover of ダンダダン 5 [Dan Da Dan 5] by Yukinobu Tatsu

ダンダダン 5 [Dan Da Dan 5]

Yukinobu Tatsu, 龍幸伸 · 2022 · ダンダダン [Dan Da Dan]

A cursed mountain-town visit turns into a chaotic mix of haunted-house mystery, monster attacks, and messy teen feelings.

Semantic match: ranked by characterization + relationships

Distance: 0.1188

Cover of Strike by D.J. MacHale

Strike

D.J. MacHale · 2014 · The SYLO Chronicles

In the final SYLO adventure, Tucker and his friends face a hidden war, shocking truths, and a battle that may rewrite history.

Semantic match: ranked by characterization + relationships

Distance: 0.1204

Cover of More Happy Than Not by Adam Silvera

More Happy Than Not

Adam Silvera · 2015

A Bronx teen considers a memory-erasing procedure that could free him from pain—or erase his true self.

Semantic match: ranked by characterization + relationships

Distance: 0.1208

Cover of Matched by Ally Condie

Matched

Ally Condie · 2010 · Matched

In a tightly controlled future, a teen girl’s perfect match is disrupted, pushing her toward forbidden feelings and doubt.

Semantic match: ranked by characterization + relationships

Distance: 0.1217

Cover of Limited Wish by Mark  Lawrence

Limited Wish

Mark Lawrence · 2019 · Impossible Times

A teen math prodigy at Cambridge must untangle converging timelines before a paradox destroys his future.

Semantic match: ranked by characterization + relationships

Distance: 0.1219