Create a tile plot of membership data

Create a tile plot of membership data

Usage

membership_tile_plot(data, round = NULL)

Arguments

data

A data frame of class membership_tbl containing membership data for a single source and a single round of elicitation.

round

The round of elicitation to plot. If NULL, all rounds are plotted.

Value

A ggplot object representing the tile plot of membership data.

Details

The data frame should include columns for interpreters, targets, and membership values. The function generates a tile plot where each tile represents the membership value for a specific interpreter-target pair. The tiles are colored according to the membership value, with a color gradient indicating the strength of membership. The plot also includes labels on each tile showing the rounded membership value.

Returns a tile plot of membership functions among interpreters for a single source for a single round of elicitation. The plot uses a color gradient to represent membership values, with tiles colored according to the membership value for each interpreter-target pair. The plot includes labels for each tile showing the rounded membership value.

Future Enhancements

The function is designed to be flexible and can be extended in the future to include additional customization options. Users may specify theme options, text color, label aesthetics, geom_tile options, axis labels, title, and subtitle to tailor the plot to their specific needs. These enhancements will allow for greater control over the visual presentation of the membership data.

See also

Other visualisation: membership_target_heatmap(), membership_target_pair_heatmap()

Author

Elliot Gould

Examples

# Example usage with the [TASVEG_xref] dataset
data("TASVEG_xref")

# Create a tile plot for a specific source
TASVEG_xref |>
membership_tbl(
  source_id = "VEGCODE",
  target_id = "efg",
  membership = "memb",
  interpreter = "interp"
) |>
dplyr::filter(VEGCODE == "HSW") |>
  membership_tile_plot()