R-Ladies Chapters Events

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Dataset name: rladies_chapters
Dataset download URL: https://github.com/Fgazzelloni/RLadies-Chapters-Making-Talks-Work-for-Diverse-Audiences/blob/main/data/rladies_chapters.csv
Article that demonstrates the dataset: R-Ladies Global is an inspiring story of community, empowerment, and diversity in the field of data science. Founded by Gabriela de Queiroz, R-Ladies began as a grassroots movement with a simple mission: to promote gender diversity in the R programming community and provide a welcoming space for women and gender minorities to learn, collaborate, and excel in data science. R-Ladies Global Website
Image 1 URL: top_rladies_chapters
Image 1 ALT text: top_rladies_chapters
Image 2 URL: rladies_chapters_distrib
Image 2 ALT text: rladies_chapters_distrib

Cleaning script:

library(tidyverse)
library(jsonlite)
data <- jsonlite::fromJSON('https://raw.githubusercontent.com/rladies/meetup_archive/main/data/events.json')

chapters <- data %>%
  select(1,2,3,7,8)%>% 
  rename(chapter=group_urlname)%>%
  mutate(location=ifelse(location=="Online event","online","inperson"),
         title=sub(".*-- ","",title),
         title=gsub("\\s*\\([^\\)]+\\)","",title)) %>%
  filter(!str_detect(title,regex("canceled|cancelled",ignore_case=T)),
         !chapter%in%c("RLadiesJeddah","muhq_deleted@4633@rladies-ushuaia",
                      "muhq_deleted@9919@notopic@508502","notopic@544550"))%>%
  arrange(desc(date))%>%
  filter(year(date)<2024)%>%
  mutate(year=year(date))

# to download the n. of attendees
library(meetupr)
# meetupr::get_event_attendees("event-id")

id <- rladies_chapters$id
id1 <- id[1:25]

attendees <- function(id) {
  dat<- meetupr::get_event_attendees(id)%>%
   dim()
    dat[1]
}

mylist <- lapply(id1,attendees)

first25 <- mylist%>%unlist()
first25_events <- rladies_chapters[1:25,]%>%
  cbind(first25)

Data dictionary:

variable	class	description
id	double	event id
chapter	character	rladies chapter name
title	character	event title
date	date	event date
location	character	event location if online or in person
year	double	event year

rfordatascience / tidytuesday

R-Ladies Chapters Events #632