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Combine common axes
These books are ranked using the themes labels extracted for Sia Martinez and the Moonlit Beginning of Everything.
Themes labels used: immigration, deportation, racism, grief, trauma, sexual assault recovery, family, friendship, identity, hope, forgiveness, consent, displacement, survival, love, white privilege, religion, police brutality
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
In a near-future America, an undocumented teen must cross a surveilled country with her brother to reach sanctuary.
Why this is here
Themes labels: immigration · xenophobia · racism · surveillance · dehumanization · family separation · human rights · survival · fear · hope · resistance · state violence · identity · privilege · justice · empathy · political warning · trauma
Semantic match: ranked by themes
Distance: 0.1036
An alcoholic ex-operative helps an escaped girl flee a secret project, uncovering a violent, uncanny conspiracy.
Why this is here
Themes labels: immigration · border detention · child abuse · human experimentation · dehumanization · racism · social commentary · trauma · survival · redemption · rescue · parenthood · identity · lost childhood · state violence · moral injury
Semantic match: ranked by themes
Distance: 0.1111
A fugitive family crosses a war-torn galaxy while love, violence, and survival collide in a sprawling space opera.
Why this is here
Themes labels: war · family · parenthood · love · loss · grief · violence · peace · trauma · identity · diversity · racism · sex positivity · forgiveness · hope · community · refugees · power · morality · social inequality
Semantic match: ranked by themes
Distance: 0.1113
A refugee teen who survives a deadly magic virus gains tech powers and is pulled into a government power game.
Why this is here
Themes labels: refugees · immigration · xenophobia · racism · political corruption · power and privilege · moral ambiguity · trauma · intergenerational trauma · personal trauma · activism · resistance · justice · greater good · identity · belonging · propaganda · state violence · abuse of power · survival
Semantic match: ranked by themes
Distance: 0.1174
A Black woman with a magic sword leads a resistance against demonic Ku Kluxes in 1920s Georgia.
Why this is here
Themes labels: racism · white supremacy · hate · resistance · revenge · survival · justice · grief · healing · trauma · generational trauma · community · hope · redemption · righteous anger · propaganda · history and memory · racial violence · slavery
Semantic match: ranked by themes
Distance: 0.1227
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: 0.1257
The final Noughts & Crosses novel brings murder, kidnapping, and political turmoil to a tense close in a race-reversed world.
Why this is here
Themes labels: racism · racial inequality · social justice · politics · power · corruption · family · love · hope · prejudice · generational trauma · morality · justice · social change · identity · sacrifice
Semantic match: ranked by themes
Distance: 0.1257
A Black designer and a protest artist clash over tech, memory, and anti-racist rebellion in a fragmented speculative future.
Why this is here
Themes labels: racism · racial equity · exploitation · commodification · cultural appropriation · identity · memory · forgiveness · legacy · resistance · hope · power · ownership · representation · social justice · intergenerational trauma
Semantic match: ranked by themes
Distance: 0.1284
A teen survivor and a defective alien soldier forge an uneasy bond after Earth is invaded, turning survival into trust.
Why this is here
Themes labels: survival · humanity · grief · loss · love · prejudice · racism · identity · belonging · trauma · forgiveness · trust · loyalty · hope · mourning · defection · free will · morality · emotional intimacy
Semantic match: ranked by themes
Distance: 0.1300
Abducted to an alien slave world, a human woman survives gladiator claim, culture clash, and multiple mates.
Why this is here
Themes labels: survival · consent · sexual violence · agency · trauma · healing · cultural relativism · xenophobia · bigotry · racism · power imbalance · belonging · identity · trust · loyalty · devotion · acceptance · misunderstanding · adaptation · endurance
Semantic match: ranked by themes
Distance: 0.1336
In a dying Earth, Essun’s search for her daughter collides with buried truths, shifting loyalties, and world-ending power.
Why this is here
Themes labels: oppression · racism · prejudice · otherness · inequality · survival · identity · trauma · generational trauma · motherhood · fatherhood · power and responsibility · justice · community · belonging · love and fear · environmental collapse · colonialism · discrimination · humanity
Semantic match: ranked by themes
Distance: 0.1369
A mute refugee becomes an elite fighter defending the last free nation, until a mysterious prisoner changes everything.
Why this is here
Themes labels: freedom · resistance · oppression · war · refugees · racism · discrimination · identity · loyalty · sacrifice · trauma · trust · survival · belonging · home
Semantic match: ranked by themes
Distance: 0.1375
