A guide to tools and resources related to social media research and social media data sources.
Social listening & social media search
- Google TrendsCompare search terms over time.
- SOMAR: Social Media Archive at ICPSRResearchers may apply for access to the Meta Content Library and API which incudes comprehensive access to the full public content archive from Facebook and Instagram. Offered in partnership with ICPSR.
- TalkWalkerFree account for one project to run social media searches for brand tracking. Includes analytics with sentiment and simple demographic filters.
- TweetDeckTwitter’s official social media dashboard. Manage multiple Twitter accounts in a single dashboard, and create streams of feeds from people you follow, trending posts, or keyword searches of your choosing.
- TweetReach (Union Metrics)Free snapshot reports based on user, hashtag and keywords. Requires permission to access you Twitter account. Subscription pro account also available.
- Voxgov This link opens in a new windowThis database of government documents also includes social media (e.g., Twitter feeds, YouTube videos) by government entities, including individual politicians. Requests for data downloads related to specific research projects are possible, contact Cody (chennesy@umn.edu) for more information.
See also:
- ProQuest Congressional: Social Media SearchFind official social media posts and press releases from figures and departments of the U.S. government.
Analytics for marketing
These tools allow marketers and others to analyze the reach and impact of their own social media accounts.
- Facebook Audience InsightsA tool designed to help marketers learn more about their target audiences, including aggregate information about geography, demographics, and purchase behavior on Facebook.
- Google AnalyticsSuite of web analytic tools for websites of all kinds.
- HootSuiteManage social media campaigns and online content. [$]
- Instagram InsightsInstagram Insights provide information on who your followers are, when they're online and more. See also: Instagram for Business.
- Klear Influencer Marketing ToolsUse the free "Identify" tools on this page to search for social media influencers on various platforms.
- Twitter AnalyticsMeasure engagement and learn how to make your own Tweets more successful.
- YouTube AnalyticsThe YouTube Reporting and YouTube Analytics APIs let you retrieve YouTube Analytics data to automate complex reporting tasks, build custom dashboards, and much more.
Social media: Data collection tools
Tools for collecting data from social media platforms more broadly (not only from your own accounts).
Start with:
- Twitter Academic ResearchApply for access to the Twitter historical archive through a new (as of Feb 2021) Academic Research API. Available to faculty, graduate students, and others who are affiliated with an academic institution and have a clearly defined research need. For questions about using the API reach out to dash@umn.edu.
- FacepagerSoftware for fetching public available data from Facebook, Twitter and other JSON-based APIs.
- Machine Learning datasets (Hugging Face)The Hub enables researchers to access open user-contributed machine learning models and datasets.
- Social Feed ManagerOpen source software that harvests social media data and web resources from Twitter, Tumblr, Flickr, and Sina Weibo.
- TAGS (Twitter Archiving Google Sheet)Use TAGS to setup and automate collection of tweets into Google Sheets. Collects data for the last 6-9 days (based on limitations of the Twitter API).
See also:
- NCaptureChrome browser plug-in for getting Twitter and public Facebook data for use in NVivo.
- netlyticNetlytic is a community-supported text and social networks analyzer that can automatically summarize and visualize public online conversations on social media sites. It is made for researchers by researchers, no programming/API skills required.
- Social Media Macroscope[Note: this resource is currently unavailable. LATIS is currently exploring whether they can provide a local instance of this tool for UMN researchers.]
Free social media data, analytics and visualization tools for researchers at all levels of expertise. Includes SMILE, an open-source social media analytics tool to collect and analyze data from Twitter and Reddit; and BAE, a Brand Analytics Environment to gain insight into how individuals and groups may interact with brands and various organizations. - Social Media Research Toolkit (Ryerson)A list of social media research tools curated by researchers at the Social Media Lab (Ryerson University). The kit features tools that have been used in peer-reviewed academic studies.
- SocialMentionA social media search and analysis platform that aggregates user generated content into a single stream of information. Best suited for tracking brands and simple sentiment analysis.
- Twitter (Overview of Tools)A brief overview of issues with Twitter data, as well as a directory of free tools for collecting data from Twitter.
Analytics for research
- ComScore Media MetrixComScore is an industry source for web analytics about major online properties, which is useful for consumer and audience research and for statistics and rankings of websites.
- Quantcast (website traffic estimates)Use Quantcast's top sites and Measure tools to find traffic estimates for website domains (free account required).
- Simmons InsightsSurvey data from the the Simmons National Consumer Survey to find target markets and consumer profiles for brands and products, including data on online platforms, social media and popular websites. Most recent 2 years not available.
- Statista This link opens in a new windowStatista provides statistical data on many topics including media, business, politics, society, technology and education. Sources include market reports, trade publications, scientific journals, and government databases. Statista's Internet section provides information on segments and industries such as social media, online search, user-generated content, online advertising and marketing as well as statistics on demographics and use.
- Voxgov This link opens in a new windowSearch publications, press releases, and social media activity of U.S. government agencies and legislative unites including legislators, department chiefs, and other branches in the federal government. Social media includes Twitter feeds, YouTube videos and other output by government entities. Congressional documents such as hearings are also available.
- WinmoInformation about advertisers, agencies, public relations firms and media buying services. (formerly Advertising Redbooks)
Social media & web datasets
- Awesome Public DatasetsA list of topic-centric high quality public data sources. Collected from blogs, answers, and user responses.
- Blogger Corpus (2004)The collected posts of 19,320 bloggers gathered from blogger.com in August 2004. The corpus incorporates a total of 681,288 posts.
- Common CrawlThe Common Crawl corpus contains petabytes of data collected from the web since 2008. It contains raw web page data, extracted metadata and text extractions.
- Facebook Ad Categories (ProPublica)This dataset includes two tables: data on the interest categories Facebook shows to users and the ad groups its shows to advertisers (2016).
- Internet Archive (data)How to download files from archive.org in an automated way using wget.
- Obama Administration Social Media ArchivesA directory of sites archiving various social media posts from members of the Obama Administration.
- Political Ads from Facebook (ProPublica)This database, updated daily, contains ads that ran on Facebook and were submitted by thousands of ProPublica users from around the world (via browser extensions).
- reddit APIsAccess data from posts, threads, comments, users and more from reddit and subreddits. Historical Reddit data has been collected at http://files.pushshift.io/reddit/ as monthly CSV downloads.
- Social Computing Data Repository (Arizona)As a service to the Machine Learning, Data Mining, and Social Sciences communities, the Social Computing data repository currently hosts datasets from a collection of many different social media sites.
- Social Media Archive (SOMAR at ICPSR)A centralized repository of researcher social media data via ICPSR. Open to submissions of social media research datasets.
- Stanford Large Network Dataset Collection (SNAP)The SNAP library collects data on large social and information networks since 2004.
- Tweet Datasets (DocNow)Directory of open-access tweet datasets on DocNow, available for research use. To convert Tweet IDs to JSON files of full-text tweets and metadata, use DocNow's Hydrator app. See also: UNLV's Twitter Data Tutorial Series.
- Twitter: Moral Foundations Corpus35,108 Tweets curated from seven different domains of Twitter corpus that have been hand-annotated for 10 categories of moral sentiment.
- Web Corpus (iWeb)14 billion words from 22 million web pages and 95k websites.
- Wikipedia Data DumpsMonthly database backups of all Wikimedia wikis in various formats.
See also:
- Finding data for your research (UMN)Check out the library's guide to subscription data archives and resources.
Background sources
- SAGE Handbook of Social Media Research Methods (online)The SAGE Handbook of Social Media Research Methods offers a step-by-step guide to overcoming the challenges inherent in research projects that deal with "big and broad data," from the formulation of research questions through to the interpretation of findings.
- Social Media Data Mining and Analytics (ebook)Social Media Data Mining and Analytics shows analysts how to use sophisticated techniques to mine social media data, obtaining the information they need to generate amazing results for their businesses.
- Social Media MiningSocial Media Mining integrates social media, social network analysis, and data mining to provide a coherent platform to understand the basics and potentials of social media mining. It introduces the unique problems arising from social media data and presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining.
- Social Media Data StewardshipLed by the Social Media Lab at Ryerson University, the project focuses on studying practices behind and attitudes towards the collection, storage, use, reuse, analysis, publishing and preservation of social media data.
- Social Media Marketing: Video Tutorials (Lynda.com)Marketing courses and standalone videos on marketing for social media platforms such as LinkedIn, Facebook, Instagram, and Twitter.
Last Updated: Aug 9, 2024 10:08 AM
URL: https://libguides.umn.edu/social-media-research