class: title-slide <br> <br> .pull-right[ # API wrappers ## Dr. Mine Dogucu ] --- ## Two ways of web scraping **Screen scraping**: What we have done by extracting the data from the source code of the website. -- **Web APIs** (Application Programming Interface): Website offers a set of http requests that you can use use to access data. -- However, there are wrapper packages for some APIs. In short, you can connect to certain APIs (i.e. if the package exists) without having to know about too much about working with APIs. --- ## Example ```r library(spotifyr) ``` --- **Get Access to the Spotify API** https://developer.spotify.com/dashboard/login You will get a Client ID and Client Secret --- ## Authentication Do not use this specific method on a public computer. -- ```r usethis::edit_r_environ() ``` -- In your .Renviron write the following and save your file. The `XXXXXXXXX` comes from your own Spotify developer account. ```r SPOTIFY_CLIENT_ID = XXXXXXXXXXXXXXXXXXXXXXXXXXX SPOTIFY_CLIENT_SECRET = XXXXXXXXXXXXXXXXXXXXXXXX ``` --- class: middle center [List of functions in `spotifyr` package](https://www.rcharlie.com/spotifyr/reference/index.html) --- [https://open.spotify.com/artist/6vWDO969PvNqNYHIOW5v0m](https://open.spotify.com/artist/6vWDO969PvNqNYHIOW5v0m) -- ```r get_artist("6vWDO969PvNqNYHIOW5v0m") ``` ``` ## $external_urls ## $external_urls$spotify ## [1] "https://open.spotify.com/artist/6vWDO969PvNqNYHIOW5v0m" ## ## ## $followers ## $followers$href ## NULL ## ## $followers$total ## [1] 24845791 ## ## ## $genres ## [1] "dance pop" "pop" "r&b" ## ## $href ## [1] "https://api.spotify.com/v1/artists/6vWDO969PvNqNYHIOW5v0m" ## ## $id ## [1] "6vWDO969PvNqNYHIOW5v0m" ## ## $images ## height url width ## 1 640 https://i.scdn.co/image/ad8b0e5a18a5a443a2678768bd73f59833941abc 640 ## 2 320 https://i.scdn.co/image/802895be7bc5339087ba36194b0b7307c467df96 320 ## 3 160 https://i.scdn.co/image/a932ba0a31bd2807fe76c77b64c680bec2f3d14a 160 ## ## $name ## [1] "Beyoncé" ## ## $popularity ## [1] 89 ## ## $type ## [1] "artist" ## ## $uri ## [1] "spotify:artist:6vWDO969PvNqNYHIOW5v0m" ``` --- ```r get_artist("6vWDO969PvNqNYHIOW5v0m") %>% str() ``` ``` ## List of 10 ## $ external_urls:List of 1 ## ..$ spotify: chr "https://open.spotify.com/artist/6vWDO969PvNqNYHIOW5v0m" ## $ followers :List of 2 ## ..$ href : NULL ## ..$ total: int 24845791 ## $ genres : chr [1:3] "dance pop" "pop" "r&b" ## $ href : chr "https://api.spotify.com/v1/artists/6vWDO969PvNqNYHIOW5v0m" ## $ id : chr "6vWDO969PvNqNYHIOW5v0m" ## $ images :'data.frame': 3 obs. of 3 variables: ## ..$ height: int [1:3] 640 320 160 ## ..$ url : chr [1:3] "https://i.scdn.co/image/ad8b0e5a18a5a443a2678768bd73f59833941abc" "https://i.scdn.co/image/802895be7bc5339087ba36194b0b7307c467df96" "https://i.scdn.co/image/a932ba0a31bd2807fe76c77b64c680bec2f3d14a" ## ..$ width : int [1:3] 640 320 160 ## $ name : chr "Beyoncé" ## $ popularity : int 89 ## $ type : chr "artist" ## $ uri : chr "spotify:artist:6vWDO969PvNqNYHIOW5v0m" ```