from a POS dataframe (using `filter_by_query() |> parsePOS()` ) get the pairs of co-ocurrences.
Usage
get_cooc(pos_df, pos_cat = c("NOUN", "ENTITY"))Examples
x <- txt_wiki |> filter_by_query("Police")
x <- x |> parsePOS(only_entities = FALSE)
#> successfully initialized (spaCy Version: 3.8.5, language model: en_core_web_sm)
get_cooc(x)
#> $graphs
#> # A tibble: 505 × 3
#> n1 n2 freq
#> <chr> <chr> <int>
#> 1 3D Manhattan 2
#> 2 3D New_Jersey 2
#> 3 3D claim 2
#> 4 3D driver 2
#> 5 3D hostel 2
#> 6 3D license 2
#> 7 3D name 2
#> 8 3D one 2
#> 9 3D police 2
#> 10 3D shooter 2
#> # ℹ 495 more rows
#>
#> $isolated_nodes
#> [1] node
#> <0 rows> (or 0-length row.names)
#>
#> $nodes
#> # A tibble: 99 × 2
#> node freq
#> <chr> <int>
#> 1 police 8
#> 2 Mangione 6
#> 3 Police 5
#> 4 shooter 4
#> 5 3D 2
#> 6 Industrial_Society_and_Its_Future 2
#> 7 New_Jersey 2
#> 8 Pennsylvania 2
#> 9 Ted_Kaczynski_'s 2
#> 10 city 2
#> # ℹ 89 more rows
#>