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These books are ranked using the themes labels extracted for So Long, Lollipops.
Themes labels used: redemption, hope, perseverance, humanity, resilience, survival, character growth, selflessness, second chances, belonging
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
As a virus turns New York into a zombie outbreak, Cassie and her friends flee for survival, safety, and second chances.
Why this is here
Themes labels: survival · friendship · love · family · grief · second chances · growth · self-discovery · resilience · hope · faith · humanity · loyalty · community · overcoming guilt · preparation · loss · camaraderie
Semantic match: ranked by themes
Distance: 0.0863
A crash-landed scientist bargains with a prison-planet convict for survival, and the deal sparks danger and desire.
Why this is here
Themes labels: survival · hope · sacrifice · redemption · humanity · trust · love under duress · class divide · corruption · resource scarcity · climate collapse · self-preservation · belonging · second chances · desperation
Semantic match: ranked by themes
Distance: 0.0902
An ex-lawyer and an exiled alien warrior find refuge, love, and family after an alien abduction and crash landing.
Why this is here
Themes labels: honor · trust · home · belonging · redemption · freedom · survival · family creation · second chances · hope · justice · self-worth
Semantic match: ranked by themes
Distance: 0.0955
A grizzled Vietnam vet gains a symbiotic alien partner and joins a fight to expose a secret invasion of Earth.
Why this is here
Themes labels: second chances · redemption · aging and youth · human resilience · survival · loyalty · camaraderie · resource exploitation · resistance · identity · personhood · good vs evil · fighting back · power and agency · freedom
Semantic match: ranked by themes
Distance: 0.0966
A natural survivor races across a ruined America after a virus wipes out most of humanity.
Why this is here
Themes labels: hope · survival · resilience · humanity · courage · loss · grief · societal breakdown · morality · good and evil · human nature · individual agency · redemption · finding purpose · rebirth of civilization
Semantic match: ranked by themes
Distance: 0.0991
A time-looping superhero races through one final reset to save New Rome, win allies, and reach the perfect ending.
Why this is here
Themes labels: free will · fate · choice · consequences · second chances · redemption · loneliness · self-acceptance · personal growth · hope · identity · responsibility · community · mortality
Semantic match: ranked by themes
Distance: 0.1066
A sky pirate captain and his misfit crew are framed after a heist disaster and must outrun the law.
Why this is here
Themes labels: redemption · loyalty · trust · identity · secrets · past trauma · survival · morality · friendship · responsibility · exile · personal growth · social outcasts · bad choices · second chances
Semantic match: ranked by themes
Distance: 0.1070
A prepared but isolated survivor must cross a ruined America to reunite with his friend as the dead rise and society collapses.
Why this is here
Themes labels: hope · survival · humanity · trust · friendship · leadership · preparedness · resilience · daily vigilance · community · morality under collapse · survivor guilt · loneliness · rebuilding
Semantic match: ranked by themes
Distance: 0.1104
Superman faces his own mortality while completing a series of mythic final challenges against bizarre cosmic threats.
Why this is here
Themes labels: hope · humanity · self-sacrifice · mortality · legacy · kindness · optimism · idealism · identity · heroism · redemption · forgiveness · faith in humanity · purpose · decency · inspiration
Semantic match: ranked by themes
Distance: 0.1107
In a walled dystopian city, a scarred teen fights deadly trials for freedom when a boy from her past returns with secrets.
Why this is here
Themes labels: freedom · survival · choice · trust · betrayal · identity · resilience · abuse · trauma · hope · love · power · control · self-discovery · second chances · loyalty
Semantic match: ranked by themes
Distance: 0.1112
A virus ends civilization in Alaska, forcing traumatized survivors and orphaned children to become a found family.
Why this is here
Themes labels: survival · hope · family · loss · grief · trauma · trust · second chances · starting over · identity · moral choice · fear of self · humanity · resilience · belonging · good vs evil · self-discovery
Semantic match: ranked by themes
Distance: 0.1114
![Cover of 僕のヒーローアカデミア 38 [Boku no Hero Academia 38] by Kohei Horikoshi](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1709343246i/123001496.jpg)
As a sprawling final war erupts across multiple fronts, heroes and former villains rush to stop total collapse.
Why this is here
Themes labels: hope · heroism · despair · redemption · second chances · identity · sacrifice · inspiration · humanity of villains · systemic harm · family trauma · perseverance · civic trust · collective action
Semantic match: ranked by themes
Distance: 0.1143
