This blog post by Pam Dyer lists 50 different tools for gathering, analysing and reporting data about social media.
Note: This article was published in 2013 and as such may be out of date in the fast-changing space of social media technologies.
It is particularly focused on reporting on social media data as a planned outcome of an intervention. The list provides a brief summary (including whether the tool is free) and links to more details.
Sources
Social Media Today. (n.d.). 50 Top Tools for Social Media Monitoring, Analytics, and Management. Retrieved from https://www.socialmediatoday.com/content/50-top-tools-social-media-monitoring-analytics-and-management
'50 top tools for social media monitoring, analytics, and management' is referenced in:
Blog