Visualize bigrams with dots sized according to frequency.

visualize_bigram_freqs_at(..., token = NULL, facet = NULL, color = facet,
  num_top = 3, point_max_size = 25,
  scale_manual_base = default_scale_manual(), scale_manual_params = list(),
  labs_base = default_labs(), labs_params = list(title =
  "Most Frequently Used Word Pairs"), theme_base = default_theme(),
  theme_params = list())

visualize_bigram_freqs(..., token, color, facet)

Arguments

...

dots. Parameters to pass directly to visualize_time().

token

bare for NSE; character for SE. Name of column in data to use as unit for counting. Probably something like 'word' or 'bigram'.

facet

bare for NSE; character for SE. Name of column in data to use for facetting.

color

bare for NSE; character for SE. Name of column in data to use for color basis. Even if fill is the actual ggplot2 aesthetic, the internal code will 'coerce' this column to fill. In order to simplify internal code, MUST be specified.

num_top

numeric. Number of words to show. If between 0 and 1, then assumed to be a percentage.

point_max_size

numeric. Passed directly to ggplot2::scale_size_area() for the point size.

scale_manual_base

list. Parameters to pass to ggplot2::scale_fill_manual() or ggplot2::scale_color_manual(), depending on the aesthetic mapping. A default values argument is specified in the internal function default_scale_manual(), so if overwriting explicitly, then values should be included in the list.

scale_manual_params

list. Additional parameters to pass to ggplot2::scale_fill_manual() or ggplot2::scale_color_manual() (e.g. breaks, labels, or name). The default values specified by scale_manual_base = default_scale_manual() can be overwritten a values argument in this list (or directly with a values argument in the scale_manual_base list.

labs_base

ggplot2::labs() function. Defaults to a pre-determined set of values. It is recommended NOT to modify this argument; isntead, the _params argument should be used for customization.

labs_params

list. Additional parameters to pass to ggplot2::labs() to use in addition to and/or override the parameters set in the _base parameter.

theme_base

ggplot2::theme() function. (e.g. as ggplot2::theme_minimal().) A custom theme is supplied as a default. As with the the labs_base argument, it is NOT recommended to change this directly.

theme_params

list. Additional parameters to pass to ggplot2::labs(). Should be used in the same manner as labs_params for customization.

Value

gg.

Details

compute_freqs_facet_at() should NOT be called beforehand.

See also

https://buzzfeednews.github.io/2018-01-trump-twitter-wars/