identify_location: Identify home locations for users with built-in recipes

In spatialnetworkslab/homelocator: Inferring Home Locations for Social Media Users

Identify home locations for users with built-in recipes

Description

This function infers the most possible home locations for users with built-in recipes. The "recipe" can be either embeded "recipe" - HMLC, OSNA, APDM, FREQ, or self created "recipe".

Usage

identify_location(
  df,
  user = "u_id",
  timestamp = "created_at",
  location = "loc_id",
  tz = "Asia/Singapore",
  recipe,
  show_n_loc = 1,
  keep_score = F
)

Arguments

df	A dataframe with columns for the user id, location, timestamp
user	Name of column that holds unique identifier for each user
timestamp	Name of timestamp column. Should be POSIXct
location	Name of column that holds unique identifier for each location
tz	A character string containing the time zone to convert to and it should be recognized in R
recipe	Embeded algorithms to identify the most possible home locations for users
show_n_loc	Number of potential homes to extract
keep_score	Option to keep or remove calculated result/score per user per location

spatialnetworkslab/homelocator documentation built on May 7, 2023, 8:18 p.m.