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Combine common axes
These books are ranked using the setting labels extracted for Contagious.
Setting labels used: across America, United States, government black ops, CDC, CIA, military response, apocalypse setting
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
Joe Ledger races to stop a cyberterrorist from unleashing stolen bioweapons and resurrecting America’s worst nightmares.
Why this is here
Setting labels: United States · American heartland · contemporary · secret facility · government black ops · near-present
Semantic match: ranked by setting
Distance: 0.1584
A deadly flu wipes out most of America, forcing a handful of survivors toward opposing visions of the future.
Why this is here
Setting labels: United States · global pandemic · secret military laboratory · post-apocalyptic world · urban and rural America
Semantic match: ranked by setting
Distance: 0.1775
A military officer records day-by-day survival in a zombie-ravaged world, relying on training, supplies, and grit.
Why this is here
Setting labels: United States · Texas · suburbia · military setting · global pandemic · present-day world · apocalypse
Semantic match: ranked by setting
Distance: 0.1789
In a brutal finale, Hughie and the Boys confront Butcher’s final plans as old loyalties, truths, and revenge collide.
Why this is here
Setting labels: contemporary · United States · postwar · corporate-dominated · superhero world · CIA black ops
Semantic match: ranked by setting
Distance: 0.1797
Ruby must leave the League on a dangerous cross-country mission to find Liam and uncover the truth behind the children’s disease.
Why this is here
Setting labels: dystopian United States · lawless country · post-outbreak America · rehabilitation camps · travel narrative · black ops world
Semantic match: ranked by setting
Distance: 0.1838
As the Variants evolve and the world fractures, Team Ghost races to stop extinction with science, grit, and firepower.
Why this is here
Setting labels: post-apocalyptic · virus outbreak · military command · island setting · carrier group · ruined cities · worldwide crisis · American military setting · siege setting
Semantic match: ranked by setting
Distance: 0.1880
A scientist and a covert special-ops team race to stop autonomous drone attacks powered by swarm intelligence.
Why this is here
Setting labels: near future · contemporary America · overseas conflict zones · Africa · global scale · military black ops world · present-day techno-reality
Semantic match: ranked by setting
Distance: 0.1888
A short prequel comic follows teenage Ellie’s first steps beyond the walls as she befriends Riley and meets the Fireflies.
Why this is here
Setting labels: quarantine zone · military boarding school · post-apocalyptic America · infected world
Semantic match: ranked by setting
Distance: 0.1912
A battle-tested captain and surviving allies race to hold back the infected horde while rebuilding a shattered America.
Why this is here
Setting labels: post apocalyptic America · United States · North Carolina · east coast · midwest · southeastern United States · bunkers · military outposts · collapsed society · viral apocalypse
Semantic match: ranked by setting
Distance: 0.1934
A womanizing English academic is swept into a violent, apocalyptic America and remade into a new self.
Why this is here
Setting labels: apocalyptic America · New York City · desert · California · post-apocalyptic future · civil war · near-future · alternate reality
Semantic match: ranked by setting
Distance: 0.1996
A plane-crash survivor and an ex-Marine fight zombies, hostile humans, and growing attraction in a collapsing world.
Why this is here
Setting labels: zombie apocalypse · post-apocalyptic world · airport · plane crash · road trip · government collapse · civilian survival · contemporary US setting
Semantic match: ranked by setting
Distance: 0.1998
An Army officer narrates a near-future collapse sparked by pandemic and climate disaster while trying to get his troops home.
Why this is here
Setting labels: near future · United States · Middle East · Iran · global setting · pandemic era · climate crisis · wartime logistics
Semantic match: ranked by setting
Distance: 0.2001
