R How to web scrape data from StockTwits with RSelenium?

Question

I want to get some information from tweets posted on the platform StockTwits. Here you can see an example tweet: https://stocktwits.com/Kndihopefull/message/433815546
I would like to read the following information: Number of replies, number of reshares, number of likes:

I think this is possible with the RSelenium-package. However, I am not really getting anywhere with my approach. Can someone help me?

library(RSelenium)

url<- "https://stocktwits.com/Kndihopefull/message/433815546"

# RSelenium with Firefox
rD <- RSelenium::remoteDriver(browser="firefox", port=4546L)
remDr <- rD[["client"]]
remDr$navigate(url)
Sys.sleep(4)

# get the page source
web <- remDr$getPageSource()
web <- xml2::read_html(web[[1]])

I would like to have a list (or a data set) as a result, which looks like this:

$Reply
[1] 1

$Reshare
[1] 1

$Like
[1] 7

Answer 1

To get required info we can do,

library(rvest)
library(dplyr)
library(RSelenium)
#launch browser
driver = rsDriver(browser = c("firefox"))
url = "https://stocktwits.com/ArcherUS/message/434172145"

remDr <- driver$client
remDr$navigate(url)


#First we shall get the tags

remDr$getPageSource()[[1]] %>% 
  read_html() %>% html_nodes('.st_3kvJrBm') %>% 
  html_attr('title') 
[1] "Reply"   "Reshare" "Like"    "Share"   "Search" 

#then the number associated with it
remDr$getPageSource()[[1]] %>% 
  read_html() %>% html_nodes('.st_3kvJrBm') %>% 
  html_text()
[1] ""  ""  "2" ""  "" 

The last two items Share and Search will be empty.

The faster approach would be by using rvest.

library(rvest)
url = "https://stocktwits.com/ArcherUS/message/434172145"

url %>% 
  read_html() %>% html_nodes('.st_3kvJrBm') %>% 
  html_attr('title') 

url %>% 
  read_html() %>% html_nodes('.st_3kvJrBm') %>% 
  html_text()