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These books are ranked using the relationships labels extracted for Land.
Relationships labels used: friend group, school group, teacher-student, romance, love triangle, team loyalty, peer bonding, group solidarity
Focused on “peer group” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A survival exam on a remote planet goes wrong, stranding students who must build order, shelter, and leadership from scratch.
Why this is here
Relationships labels: peer group · teacher-student · sibling support · rivalry · romantic pairing · coalition building · group consensus · community bonds · power struggles · marriage
Semantic match: ranked by relationships
Distance: 0.0947
A banned-origami field trip to Washington, D.C. turns into bus chaos, crush drama, and surprise revelations.
Why this is here
Relationships labels: friend group · school friendships · crushes · jealousy · rivalry · bus buddies · romantic pairing · group loyalty · peer conflict · adult-student conflict · supportive community
Semantic match: ranked by relationships
Distance: 0.0651
A Year 6 school trip to a remote activity centre becomes a fight to stay awake, survive, and save classmates from aliens.
Why this is here
Relationships labels: friendship group · teamwork · loyalty · bullying · class solidarity · found family · peer trust · friendship under pressure · teacher conflict · secret sharing · supportive friendship
Semantic match: ranked by relationships
Distance: 0.0937
A class of junior high students is stranded on an island and forced into a state-run fight to the death.
Why this is here
Relationships labels: friendship · crushes · romance · betrayal · classmate conflict · school ties · trust and distrust · rivalry · alliance · loyalty · teacher-student power
Semantic match: ranked by relationships
Distance: 0.0970
A future-school thief, a stolen sword, and a prophecy push Cleopatra into a fast-paced space quest.
Why this is here
Relationships labels: friendship · roommate relationship · school peer dynamics · student-teacher conflict · possible romance · rivalry · group teamwork · family-like friends · jealousy
Semantic match: ranked by relationships
Distance: 0.1062
An elite-campus app promises to grant desires, but its seductive help spirals into chaos, lust, and danger.
Why this is here
Relationships labels: hookup · seduction · love triangle · romantic rivalry · friend group · friendship · breakup · jealousy · student-teacher relationship · queer relationship · bullying · outsider status · dependency · sexual tension
Semantic match: ranked by relationships
Distance: 0.1094
A spy-in-training at an airborne finishing school uncovers a conspiracy, a kidnapping plot, and complicated new feelings.
Why this is here
Relationships labels: friendship · female friendship · best friends · love triangle · romantic tension · sibling relationship · class differences · teacher-student power · rival schools · boy meets girl
Semantic match: ranked by relationships
Distance: 0.1127
A Disney-themed friend group is pulled into a new puzzle involving hidden messages, time travel, and a return of danger.
Why this is here
Relationships labels: friend group · ensemble bonds · friendship strain · reconciliation · mentor-student · sibling partnership · group loyalty · distrust among friends · team reunion
Semantic match: ranked by relationships
Distance: 0.1131
![Cover of 僕のヒーローアカデミア 12 [Boku No Hero Academia 12] by Kohei Horikoshi](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1485848490i/32854622.jpg)
Class 1-A trains new signature moves, then faces a brutal provisional hero-license exam against rival schools.
Why this is here
Relationships labels: class teamwork · teacher student · rival schools · friendship · romantic tension · mentorship · protective bond · class loyalty
Semantic match: ranked by relationships
Distance: 0.1158
Captured by a brutal new community, Jess and her friends must survive, keep secrets, and find a way to escape.
Why this is here
Relationships labels: love triangle · friend group · team loyalty · romantic tension · friendship · betrayal · protective bonds · couples conflict · community alliance
Semantic match: ranked by relationships
Distance: 0.1165
![Cover of ダンダダン 9 [Dan Da Dan 9] by Yukinobu Tatsu](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1677565567i/123026807.jpg)
A chaotic teen crew turns a repaired house into a giant robot to battle a kaiju, then meets a mysterious alien girl.
Why this is here
Relationships labels: love triangle · romantic rivalry · jealousy · team bonding · new friendship · group dynamics · found family · rival suitors · school camaraderie · protective mentorship
Semantic match: ranked by relationships
Distance: 0.1188
A teen with emerging powers stays at a secretive school over summer and uncovers deeper truths, betrayals, and danger.
Why this is here
Relationships labels: friend group · team loyalty · betrayal · love triangle · romantic rivalry · friendship bonds · found family · trust issues · leadership dynamics · group dependency
Semantic match: ranked by relationships
Distance: 0.1198
