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Featured film

Inception

2010 · directed by

With , , , , and

  • heist
  • science fiction
  • thriller
  • science fiction action
  • adventure
  • drama
  • mystery
  • action
Why these picks

Wikidata Q25188 · billing order from its Wikipedia infobox

Leonardo DiCaprioKen WatanabeInceptionChristopher Nolan2010

Because you picked Inception

Ranked by what each film shares with it. The number is the score.
Christian BaleMichael CaineThe Dark Knight RisesChristopher Nolan201217shares Marion Cotillard and Tom Hardy · same director · 3 genres in commonLeonardo DiCaprioTom HardyThe RevenantAlejandro González Iñárritu201512shares Leonardo DiCaprio and Tom Hardy · 2 genres in commonLeonardo DiCaprioMark RuffaloShutter IslandMartin Scorsese20108shares Leonardo DiCaprio · 5 genres in commonLeonardo DiCaprioMatt DamonThe DepartedMartin Scorsese20068shares Leonardo DiCaprio · 3 genres in commonTom HardyCharlize TheronMad Max: Fury RoadGeorge Miller20158shares Tom Hardy · 3 genres in commonLeonardo DiCaprioCate BlanchettThe AviatorMartin Scorsese20048shares Leonardo DiCaprio · 3 genres in commonLeonardo DiCaprioDaniel Day-LewisGangs of New YorkMartin Scorsese20028shares Leonardo DiCaprio · 3 genres in commonJamie FoxxChristoph WaltzDjango UnchainedQuentin Tarantino20127shares Leonardo DiCaprio · 2 genres in commonChristian BaleMichael CaineThe Dark KnightChristopher Nolan20087same director · 3 genres in commonMatthew McConaugheyAnne HathawayInterstellarChristopher Nolan20147same director · 4 genres in commonHugh JackmanChristian BaleThe PrestigeChristopher Nolan20067same director · 3 genres in commonChristian BaleMichael CaineBatman BeginsChristopher Nolan20057same director · 3 genres in commonLeonardo DiCaprioTom HanksCatch Me If You CanSteven Spielberg20027shares Leonardo DiCaprio · 2 genres in commonGuy PearceCarrie-Anne MossMementoChristopher Nolan20007same director · 3 genres in commonJohn David WashingtonRobert PattinsonTenetChristopher Nolan20207same director · 3 genres in commonLeonardo DiCaprioRobert De NiroKillers of the Flower MoonMartin Scorsese20237shares Leonardo DiCaprio · 2 genres in commonLeonardo DiCaprioJonah HillThe Wolf of Wall StreetMartin Scorsese20136shares Leonardo DiCaprio · 1 genre in commonLeonardo DiCaprioBrad PittOnce Upon a Time in HollywoodQuentin Tarantino20196shares Leonardo DiCaprio · 1 genre in common

More with Leonardo DiCaprio

11 films, the closest to Inception first

More from Christopher Nolan

9 films, the closest to Inception first

More science fiction films

18 films, the closest to Inception first

Why The Dark Knight Rises comes first

Every recommendation is a path through the graph from Inception. These are the paths to The Dark Knight Rises, and what each adds to its score.

Inception ← acted in ← Marion Cotillard → acted in → The Dark Knight Rises+5

Inception ← acted in ← Tom Hardy → acted in → The Dark Knight Rises+5

Inception ← directed ← Christopher Nolan → directed → The Dark Knight Rises+4

Inception → genre → thriller, drama and action ← genre ← The Dark Knight Rises+3

Score17

The Revenant is next at 12: shares Leonardo DiCaprio and Tom Hardy · 2 genres in common.

How the score adds up

  • +5 for each billed actor the two films share
  • +4 for the same director
  • +3 for the same series
  • +1 for each genre in common, 3 at most

A tie goes to the film closest in year. Nothing else is in it: no ratings, no viewing history, no model.

Films, credits, genres and series are from Wikidata (CC0). Billing order follows each film’s English Wikipedia infobox. The posters are drawn from that data: no studio artwork is used.

How it's built · 1
Films from Wikidata
Each film is a Wikidata item: its year, directors, cast, genres and series, with the item id kept on every node. People are shared nodes, so two films with the same actor are two hops apart.
2
Billing from Wikipedia
Wikidata’s cast lists are long and unordered. Each film keeps the names its English Wikipedia infobox bills first, where Wikidata lists that person too.
3
The query
{ Film(name: "Inception") { name cast <- Person { name actedIn -> Film(name != "Inception") { name } } directors <- Person { name directed -> Film(name != "Inception") { name } } } }
Hosting
… nodes · … relationships
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A recommendation is a two-hop walk and a sum: no model, no precomputed table.

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