causal_diagram_mlds_tutorial.gv

digraph G { 
    #rankdir=LR
    Ux [label=<U<SUB>X</SUB>>];
    Uy [label=<U<SUB>Y</SUB>>];
    Up [label=<U<SUB>P</SUB>>];
    PriceX [label=<Price<SUB>X</SUB>>, style=filled];
    CategoryX [label=<Category<SUB>X</SUB>>, style=filled];
    PriceY [label=<Price<SUB>Y</SUB>>, style=filled];
    CategoryY [label=<Category<SUB>Y</SUB>>, style=filled];
    Sex [label=<Sex<SUB>P</SUB>>, style=filled];
    Location [label=<Location<SUB>P</SUB>>, style=filled];
    UserHistory [label=<History<SUB>P</SUB>>, style=filled];
    UserProfile [label=<Profile<SUB>P</SUB>>, style=filled];
    X [label=<Visit<SUB>X,P</SUB>>, style=filled];
    Yr [label=<RecVisit<SUB>Y,P</SUB>>, style=filled];
    {
        rank=min
        Ux -> Uy [style=dotted,dir="both"]
    }
    Ux -> X
    Uy -> Yr
    Up -> UserProfile
    {rank=same Sex Location UserHistory} -> UserProfile
    UserProfile -> {X Yr}
    {rank=same PriceX CategoryX} -> X
    {rank=same PriceY CategoryY} -> Yr
    { rank=same
    X -> Yr [label="Causal effect"]
    }
}