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Combine common axes
These books are ranked using the premise labels extracted for The Jakarta Pandemic.
Premise labels used: global pandemic, flu pandemic, family survival, prepper protagonist, quarantine, societal collapse, resource scarcity, home defense, neighbor conflict, civilizational breakdown, disaster preparedness
Focused on “civilization collapse” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise embeddings are close.
A fortified prepper in plague-ravaged Texas breaks isolation to help a desperate woman, drawing danger to his door.
Why this is here
Premise labels: pandemic survival · isolated homestead · prepper protagonist · family loss · rescue dilemma · fortified property · post-collapse survival
Semantic match: ranked by premise
Distance: 0.1159
After a deadly pandemic, an immune survivor leads a fragile group toward safety while preppers, danger, and loss close in.
Why this is here
Premise labels: pandemic survival · global collapse · immune survivors · carrier status · prepper communities · found family · protect the child · journey to cabin · small-group survival
Semantic match: ranked by premise
Distance: 0.1244
A teenage boy and scattered family members try to reunite after a deadly pandemic leaves only a few survivors.
Why this is here
Premise labels: global pandemic · post-apocalyptic survival · family reunion · survivor community · search for family · rebuilding society
Semantic match: ranked by premise
Distance: 0.1295
A viral apocalypse leaves 3% alive, forcing a hardened survivor and other stragglers to fight for humanity.
Why this is here
Premise labels: viral apocalypse · pandemic collapse · survival struggle · found family · post-collapse conflict · human predators
Semantic match: ranked by premise
Distance: 0.1357
A deadly plague wipes out nearly everyone, then the dead begin to rise, forcing a few ordinary survivors to endure a changing world.
Why this is here
Premise labels: pandemic outbreak · mass mortality · survivor group · rising dead · end of civilization · survival crisis · human extinction · post-collapse survival
Semantic match: ranked by premise
Distance: 0.1390
Three survivors race across a collapsing Southeast as a virus turns people into violent infected—and may hide a bigger threat.
Why this is here
Premise labels: virus outbreak · zombie apocalypse · survival group · civilization collapse · infected hordes · resourceful survivors
Semantic match: ranked by premise
Distance: 0.1707
A zombie plague collapses America, and a scattered cast of survivors must fight, flee, and endure as the dead rise.
Why this is here
Premise labels: zombie apocalypse · survival struggle · outbreak aftermath · multiple survivors · civilization collapse · man-made plague
Semantic match: ranked by premise
Distance: 0.1722
An epidemiologist races to contain a deadly new virus as it spreads worldwide, threatening families, governments, and civilization.
Why this is here
Premise labels: pandemic outbreak · virus investigation · containment race · global crisis · biothreat · quarantine response · cure search · civilization collapse
Semantic match: ranked by premise
Distance: 0.1728
A nursing student faces a Florida zombie outbreak, a hurricane, and brutal choices while trying to keep her family alive.
Why this is here
Premise labels: zombie apocalypse · virus outbreak · survival story · family survival · end-times struggle · hospital outbreak · civilization collapse · escape and regroup · safe haven search
Semantic match: ranked by premise
Distance: 0.1745
After a man-made supervirus collapses society, a U.S. marshal fights to protect a survivor town from violent chaos.
Why this is here
Premise labels: pandemic survival · viral outbreak · collapse of society · lawman protagonist · town defense · survivalist skills · good vs evil · frontier justice · post-collapse law enforcement · apocalyptic scavenging
Semantic match: ranked by premise
Distance: 0.1447
A zombie outbreak on the West Coast forces a mismatched group of ordinary survivors to protect family, love, and each other.
Why this is here
Premise labels: zombie apocalypse · survival group · found family · family under pressure · virus outbreak · civilization collapse · ordinary people
Semantic match: ranked by premise
Distance: 0.1761
A pregnant nurse infected by a combustible plague fights to survive a collapsing world with help from a mysterious Fireman.
Why this is here
Premise labels: pandemic outbreak · spontaneous combustion · infected survivors · plague survival · post-collapse community · protective outsider · pregnant protagonist · mysterious guardian · contagious disease
Semantic match: ranked by premise
Distance: 0.1499
