Social-Media | Hunter Heidenreich

Computational Social Science

Diagram of the Universal Message schema showing fields like ID, Text, Author, and Reply Sets that normalize data across platforms

Look, Don't Tweet: Unified Data Models for Social NLP

PyConversations library and unified data schema for normalizing 300M+ posts across Twitter, Reddit, Facebook, and 4chan....

Computational Social Science

Diagram of the Universal Message schema showing fields like ID, Text, Author, and Reply Sets that normalize data across platforms

PyConversations: Social Media Conversational Analysis

Undergraduate thesis exploring representation learning for social media text and developing tools for cross-platform …

Computational Social Science

NewsTweet data collection pipeline: news outlets are crawled via Google News RSS feeds, articles are accessed to extract embedded tweets, and user timelines are downloaded from Twitter

NewsTweet Dataset: Social Media in Digital Journalism

NewsTweet dataset for studying embedded tweets in online journalism. Analysis shows 13% of Google News stories contain …...

Computational Social Science

Sawtooth follower growth patterns for @elonmusk and @realDonaldTrump showing coordinated bot activity

Coordinated Social Targeting on Twitter

Investigation into follower dynamics on high-profile Twitter accounts, documenting sub-second spikes, saw-tooth …...