| SocialMediaLab-package | Collection and network analysis of social media data |
| AuthenticateWithFacebookAPI | Facebook API Authentication |
| AuthenticateWithInstagramAPI | Instagram API Authentication |
| AuthenticateWithTwitterAPI | Twitter API Authentication |
| AuthenticateWithYoutubeAPI | YouTube API Authentication |
| CollectDataFacebook | Collect data from Facebook pages for generating different types of networks |
| CollectDataInstagram | Collect data from Instagram for generating different types of networks |
| CollectDataTwitter | Collect data from Twitter for generating different types of networks |
| CollectDataYoutube | Collect YouTube comments data for generating different types of networks |
| CreateActorNetwork | Create 'actor' networks from social media data |
| CreateBimodalNetwork | Create bimodal networks from social media data |
| CreateDynamicNetwork | Create dynamic networks from social media data (networks that vary over time) |
| CreateEgoNetwork | Create 'ego' networks from social media data |
| CreateSemanticNetwork | Create semantic networks from social media data (semantic relationships between concepts) |
| GetYoutubeVideoIDs | Extract/scrape the IDs from a set of YouTube video URLs |
| SocialMediaLab | Collection and network analysis of social media data |