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mw-lifecycle-analysis/text_analysis/longitudinal_analysis.R
2025-02-09 19:27:35 -08:00

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555 B
R

library(dplyr)
library(ggplot2)
phab_data_path <- "/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/0205_convo_data/phab_data/visualeditor/0205_ve_phab_comments.csv"
phab_data <- read.csv(phab_data_path, header=TRUE)
phab_data <- phab_data |>
mutate(has_ref = grepl("bots", comment_text)) |>
mutate(timestamp = as.POSIXct(date_created, origin = "1970-01-01", tz = "UTC")) |>
filter(date_created < 1518232866 & date_created > 1356923678)
g <- ggplot(phab_data, aes(x=timestamp, y=has_ref)) +
geom_point(alpha = 0.5) +
theme_minimal()
g