Function ReferenceAvailable functions and helpers |
|
---|---|
vosonSML: Collecting Social Media Data and Generating Networks for Analysis |
|
Authenticate |
|
Create a credential object to access social media APIs |
|
Mastodon API authentication |
|
YouTube API authentication |
|
Reddit API authentication |
|
Web crawler authentication |
|
Twitter API authentication |
|
Collect |
|
Collect data from social media for generating networks |
|
Collect post data from mastodon search |
|
Collect posts data from mastodon threads |
|
Collect comments data for YouTube videos |
|
Collect reddit thread listings from subreddits |
|
Collect comments data from reddit threads |
|
Collect hyperlinks from web pages |
|
Collect tweet data from twitter search |
|
Collect tweet data from twitter timelines |
|
Create |
|
Create networks from social media data |
|
Create mastodon activity network |
|
Create YouTube activity network |
|
Create reddit activity network |
|
Create web activity network |
|
Create twitter activity network |
|
Create mastodon actor network |
|
Create YouTube actor network |
|
Create reddit actor network |
|
Create web actor network |
|
Create twitter actor network |
|
Create twitter 2-mode network |
|
Create twitter semantic network |
|
Supplemental |
|
Add columns containing text data to network dataframes |
|
Add columns containing text data to mastodon activity network dataframes |
|
Add columns containing text data to mastodon actor network dataframes |
|
Add columns containing text data to YouTube activity network dataframes |
|
Add columns containing text data to reddit activity network dataframes |
|
Add columns containing text data to reddit actor network dataframes |
|
Add columns containing text data to twitter activity network dataframes |
|
Add columns containing text data to twitter actor network dataframes |
|
Add columns containing text data to twitter semantic network dataframes |
|
Add columns containing text data to twitter 2mode network dataframes |
|
Add columns of user information as node attributes to network dataframes |
|
Supplement twitter actor network by adding user profile attributes to nodes |
|
Supplement twitter 2mode network by adding user profile attributes to nodes |
|
Add columns of video information to network dataframes |
|
Add video information to youtube actor network dataframes |
|
Helpers |
|
Create an igraph graph from network |
|
Merge collected data |
|
Merge collected data files |
|
Import rtoot collected data |
|
Import rtweet collected data |
|
Twitter App API authentication |
|
Twitter Dev API authentication |
|
Twitter User API authentication |