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These books are ranked using the themes labels extracted for The Jakarta Pandemic.
Themes labels used: survival, preparedness, morality, civility, self-preservation, family first, social collapse, fear, panic, resource scarcity, trust, responsibility, quarantine, community ethics, violence, resilience, paranoia, neighborhood dynamics
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
After an EMP cripples New York on New Year’s Eve, four strangers must band together to survive and escape the city.
Why this is here
Themes labels: survival · resourcefulness · preparedness · human nature · social collapse · trust under pressure · family duty · community · fear and panic · responsibility · civilization fragility · helping others · morality under stress · post-trauma
Semantic match: ranked by themes
Distance: 0.0597
A cyberattack and blizzard trap a New York father, forcing his family and neighbors to survive a collapsing city.
Why this is here
Themes labels: survival · preparedness · technology dependence · infrastructure vulnerability · social collapse · human nature · panic · resource scarcity · family loyalty · community solidarity · fear and paranoia · privacy and security · civil liberties · misinformation · blame and scapegoating · resilience · morality under pressure · civilization fragility
Semantic match: ranked by themes
Distance: 0.0645
After a man-made supervirus collapses society, a U.S. marshal fights to protect a survivor town from violent chaos.
Why this is here
Themes labels: survival · preparedness · social collapse · civil order · law and justice · moral choice · community defense · human nature · good versus evil · trust and suspicion · self-reliance · violence · pandemic fear · practical knowledge · resilience
Semantic match: ranked by themes
Distance: 0.0671
A prepared man stranded far from home must cross a collapsing America while his family fights to hold their homestead.
Why this is here
Themes labels: preparedness · survival ethics · social collapse · self-reliance · family loyalty · government distrust · civilization fragility · violence and survival · moral compromise · resource hoarding · fear versus preparation · paranoia versus prudence · human depravity · home as refuge
Semantic match: ranked by themes
Distance: 0.0677
A wealthy prepper races his fractured family to a Colorado bunker as alien ships approach and society unravels.
Why this is here
Themes labels: survival · human nature · panic · self-preservation · family first · morality under pressure · spirituality · mob mentality · collapse of civilization · privilege · preparedness · fear of the unknown · relativism under crisis
Semantic match: ranked by themes
Distance: 0.0762
After a grid collapse, Morgan and his family must defend their home as neighbors, violence, and a shadowy government close in.
Why this is here
Themes labels: preparedness · self-reliance · survival ethics · scarcity · resource hoarding · fear of collapse · government overreach · civil disorder · family loyalty · violence under pressure
Semantic match: ranked by themes
Distance: 0.0792
An EMP strands a college freshman in Chicago, forcing her to flee chaos while protecting a young girl and finding family.
Why this is here
Themes labels: survival · preparedness · collapse of society · mob mentality · violence · looting · family loyalty · responsibility · fear and courage · good versus evil · hope · human nature · preparedness pays · self-reliance · disaster response
Semantic match: ranked by themes
Distance: 0.0832
An EMP strands a deputy and his son in a winter-collapse small town where survival means facing cold, panic, and violence.
Why this is here
Themes labels: survival · human nature · moral collapse · community breakdown · fear and panic · leadership under pressure · protecting family · trust and betrayal · desperation · power and control · good versus evil · resilience
Semantic match: ranked by themes
Distance: 0.0833
An EMP leaves a cruise ship dead in the water, forcing passengers and crew to fight for survival as chaos escalates.
Why this is here
Themes labels: survival · human nature · leadership · resource scarcity · resilience · fear · desperation · morality under pressure · trauma · redemption · family protection · self-interest vs altruism · preparedness · trust · responsibility
Semantic match: ranked by themes
Distance: 0.0836
A widow, her son, and a traumatized ex-soldier struggle to survive a sudden mini ice age as society breaks down.
Why this is here
Themes labels: survival · preparedness · resilience · family protection · duty · grief · love after loss · human nature under stress · societal breakdown · good versus evil · climate change · resource scarcity · moral courage · civilization collapse
Semantic match: ranked by themes
Distance: 0.0841
A college freshman with a prepper father must survive nationwide collapse and a dangerous road home using hidden supplies.
Why this is here
Themes labels: preparedness · survivalism · civilizational fragility · human desperation · trust and suspicion · self-reliance · family protection · morality under pressure · collapse of norms · good vs evil · resourcefulness · real-world readiness
Semantic match: ranked by themes
Distance: 0.0849
A family races to prepare for a catastrophic solar flare and EMP that could plunge modern life into darkness.
Why this is here
Themes labels: preparedness · survival · family unity · panic · social collapse · faith · human depravity · civil order · responsibility · fear of disaster · science and reality
Semantic match: ranked by themes
Distance: 0.0853
