library(rtweet) # devtools::install_github("mkearney/rtweet")
library(tidyverse)
library(dplyr)
library(stringr)
library(magick)
library(knitr)
library(kableExtra)

# get all of bob's recent tweets
bobs_tweets <- get_timeline(user = "hrbrmstr", n = 3200)

#filter noms with images only
bobs_noms <- 
  bobs_tweets %>% dplyr::filter(str_detect(hashtags, "nom"), !is.na(media_url))

bobs_noms$clean_text <- bobs_noms$text
bobs_noms$clean_text <- str_replace(bobs_noms$clean_text,"#[a-zA-Z0-9]{1,}", "") # remove the hashtag
bobs_noms$clean_text <- str_replace(bobs_noms$clean_text, " ?(f|ht)(tp)(s?)(://)(.*)[.|/](.*)", "") # remove the url link
bobs_noms$clean_text <- str_replace(bobs_noms$clean_text, "[[:punct:]]", "") # remove punctuation

# let's look at these images in a smaller data set
bobs_noms_small <- bobs_noms %>% select(created_at, clean_text, media_url)

bobs_noms_small$img_md <- paste0("![", bobs_noms_small$clean_text, "](", bobs_noms_small$media_url, ")")

bobs_noms_small$img_md %>% 
kable( format = "html") %>%
  kable_styling(bootstrap_options = "striped", 
                full_width = F) 

  }
   cat("saved images...\n")
}

save_image(bobs_noms)

## saved images...