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Combine common axes
These books are ranked using the themes labels extracted for Earth Girl.
Themes labels used: ableism, prejudice, identity, self-worth, acceptance, belonging, coming of age, truth and deception, social stigma, historical memory, cultural difference, humanity, bigotry, disability, future ethics
Focused on “love” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A disabled Earth-born teen is pulled into a first-contact crisis when an alien sphere appears over Earth.
Why this is here
Themes labels: discrimination · ableism · prejudice · acceptance · identity · belonging · self-worth · coming of age · fear of difference · xenophobia · intolerance · loyalty · duty · responsibility · family · humanity · first contact · hope · community
Semantic match: ranked by themes
Distance: 0.0737
A scientist raises a dog with human intelligence, and his lonely life exposes the limits of belonging, love, and humanity.
Why this is here
Themes labels: alienation · otherness · identity · belonging · consciousness · humanity · nature versus nurture · intelligence · love · loneliness · religion · spirit · society and prejudice · ethics of experimentation · war · fear of the unknown · community · soul · meaning of life · free will · self-worth · difference · empathy · bigotry · disability
Semantic match: ranked by themes
Distance: 0.1114
A teen witch in future Toronto must find love fast—or sacrifice it to protect her family’s magic.
Why this is here
Themes labels: family · community · ancestry · identity · choice · morality · sacrifice · love · trust · self-determination · intergenerational trauma · race · racism · classism · bigotry · cultural heritage · heritage loss · gender identity · body positivity · coming of age · decision-making
Semantic match: ranked by themes
Distance: 0.1205
A lone envoy visits an icebound alien world to win allies, and confronts a radically different culture and gender system.
Why this is here
Themes labels: gender · identity · otherness · prejudice · communication · patriotism · power · war · civilization · humanity · acceptance · friendship · love · truth · loneliness · survival · dualism · wholeness · politics · religion · anthropology · psychology
Semantic match: ranked by themes
Distance: 0.1234
In near-future South Africa, a drug-fueled power shift sparks gods, robots, and misfits into a chaotic fight for survival.
Why this is here
Themes labels: identity · self-discovery · belonging · love · acceptance · family · power · worship · fear · technology and humanity · tradition vs modernity · race · class · gender · sexuality · chronic illness · pain · memory · agency · dehumanization · community
Semantic match: ranked by themes
Distance: 0.1278
A sixth grader hiding his alien identity must face a strange change, a vanishing friend group, and a hidden truth.
Why this is here
Themes labels: identity · belonging · truth · change · coming of age · self-discovery · othering · assimilation · agency · trust · deception · empathy · love · community · humanity · puberty allegory · control · freedom · moral choice
Semantic match: ranked by themes
Distance: 0.1296
A debut short-story collection fusing horror, sci-fi, and fantasy to confront race, class, prejudice, and identity.
Why this is here
Themes labels: race · class · prejudice · love · exclusion · loneliness · identity · consent · ethics · systemic racism · oppression · dehumanization · empathy · humanity · grief · motherhood · fatherhood · technology and ethics · body autonomy · social justice · alienation · trauma · mental health · neurodiversity · immigration · Xenophobia · panic · survival
Semantic match: ranked by themes
Distance: 0.1309
Marco investigates a strange alien sighting and uncovers hidden Andalite survivors, a rescue, and a clash over disability.
Why this is here
Themes labels: ableism · disability rights · prejudice · acceptance · otherness · friendship · loyalty · survival · war ethics · compassion · identity · moral courage
Semantic match: ranked by themes
Distance: 0.1072
A rookie FBI agent in a near-future post-pandemic world investigates a murder tied to a new society of locked-in people.
Why this is here
Themes labels: identity · disability · accessibility · social exclusion · prejudice · classism · technology and society · civil rights · culture and community · ethics · personhood · privacy · power · politics · consumerism of bodies · acceptance · cure versus identity
Semantic match: ranked by themes
Distance: 0.1093
A disabled human woman’s free space cruise turns deadly when an alien warrior claims her as his fated mate.
Why this is here
Themes labels: disability representation · ableism · self-worth · worthiness · trust · consent · deception · survival · trauma · healing · protection · class inequality · oppression · identity · belonging
Semantic match: ranked by themes
Distance: 0.1138
Stranded at a remote space rest stop, five aliens with urgent lives learn each other’s worlds, fears, and common ground.
Why this is here
Themes labels: acceptance · difference · xenophobia · prejudice · compassion · kindness · empathy · communication · mutual respect · belonging · identity · otherness · colonization · imperialism · war · resource scarcity · social justice · intersectionality · reproductive autonomy · bodily autonomy · gender · culture · community · coexistence · hope · optimism · disability · ableism · motherhood · refugee crisis
Semantic match: ranked by themes
Distance: 0.1153
A mixed-race teen in a racially divided future is pulled into family secrets, shifting loyalties, and lethal danger.
Why this is here
Themes labels: racism · prejudice · equality · power · privilege · identity · belonging · family · truth · secrets · healing · loss · hope · fear · brainwashing · radicalization · extremism · grooming · social justice · coming of age
Semantic match: ranked by themes
Distance: 0.1166
