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These books are ranked using the themes labels extracted for Pandemic.
Themes labels used: survival, resilience, trust, loss, hope, preparedness, fear, trauma, self-preservation, selflessness, friendship, courage, coming of age, community, crisis response
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A boy caring for his agoraphobic mother must survive as mysterious plants bring his London tower block to a standstill.
Why this is here
Themes labels: survival · resilience · hope · friendship · family · duty · loneliness · mental health · agoraphobia · loss · death · courage · resourcefulness · community · mutual aid · growing up fast · trust · responsibility · healing · empathy · lockdown · isolation
Semantic match: ranked by themes
Distance: 0.0597
Trapped in a hometown library by murderous owls, Mad must protect kids, manage survivors, and face her past.
Why this is here
Themes labels: grief · trauma · PTSD · survival · resilience · bravery · friendship · responsibility · hope · loss · guilt · healing · community · fear · shared trauma · courage
Semantic match: ranked by themes
Distance: 0.0633
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: 0.0689
A safe haven in a zombie apocalypse starts to fail, forcing Cassie and her survivors to face loss, love, and danger.
Why this is here
Themes labels: survival · grief · resilience · hope · sacrifice · community · love · loss · humanity in crisis · moving forward · trust · preparedness
Semantic match: ranked by themes
Distance: 0.0701
A college student shelters with a prepper cousin as a deadly flu collapses society, and sparks with a biker neighbor grow fast.
Why this is here
Themes labels: survival · trust · loss · grief · family loyalty · community · adaptation · fear · hope · preparedness · control · human connection · resilience · dependency · civility breakdown
Semantic match: ranked by themes
Distance: 0.0735
Teen survivors on a space station battle grief, shortages, and suspicion when new deaths make a virus or killer seem equally possible.
Why this is here
Themes labels: survival · grief · leadership · trust · responsibility · friendship · loyalty · fear · morality · self-doubt · pressure · coming of age · vulnerability · community · betrayal
Semantic match: ranked by themes
Distance: 0.0764
Seven strangers try to survive a fast-moving zombie outbreak and the end of London while forging an unlikely family.
Why this is here
Themes labels: survival · humanity · resilience · trauma · healing · identity · acceptance · loss · grief · addiction · community · hope · courage · mental health · social collapse · interdependence · moral choice
Semantic match: ranked by themes
Distance: 0.0766
A sidelined academy team faces desert danger, Grimm attacks, and buried trauma while protecting refugees after catastrophe.
Why this is here
Themes labels: survival · loyalty · healing · trauma · responsibility · teamwork · loss · courage · not left behind · identity · memory · resilience · community
Semantic match: ranked by themes
Distance: 0.0782
Fourteen kids are trapped in a superstore after disasters hit, forcing them to build a fragile life while the outside world collapses.
Why this is here
Themes labels: survival · coming of age · responsibility · community · trust · fear · grief · family · leadership · morality · resourcefulness · isolation · trauma · maturity · conflict
Semantic match: ranked by themes
Distance: 0.0794
After an alien apocalypse, one teen survivor reaches Area 51 and discovers a hidden group of survivors with secrets of their own.
Why this is here
Themes labels: survival · friendship · identity · hope · trauma · mental health · depression · suicidal ideation · grief · loss · trust · collective strength · resilience · heroism · community · alienation · home
Semantic match: ranked by themes
Distance: 0.0796
After a deadly pandemic, two immunized siblings cross a broken America to reach family and survive what comes next.
Why this is here
Themes labels: survival · resilience · adaptation · loss · hope · responsibility · self-reliance · preparedness · critical thinking · family loyalty · grief · coming of age · humanity under pressure · trust · pandemic anxiety
Semantic match: ranked by themes
Distance: 0.0804
A brief prequel follows Viola’s journey to a new planet, revealing the emotional backstory behind her arrival.
Why this is here
Themes labels: hope · fear · change · loss · grief · survival · coming of age · family · identity · uncertainty · resilience · transitions · trauma · destiny · danger · sacrifice · empathy
Semantic match: ranked by themes
Distance: 0.0816
