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web scraping, application programming interface, API, research methods, validity, marketing, web data, internet, user-generated content, online reviews, social media, online search, internet marketing
Halo; Perverse Halo; Online Chatter; Product Recalls; Vector Autoregressive Models; Upward Halo; Downward Halo; Panel Vector AutoRegressive Models; Dynamic Responses
Innovation, Announcements, Make, Buy, Ally, Payoff, Abnormal Returns, Content Analysis, Event Study
Marketing Topics, Practice, Harvard Business Review, Management Science, MIT Sloan Management Review, Topic Modeling, Historical Analysis, latent Dirichlet allocation (LDA)
user-generated content, stock market performance, volatility, multivariate GARCH model, spillover effects, natural language processing.
firm value, humor, improvisation, improvised marketing interventions, social media, virality
innovation, announcements, make, buy, ally, content analysis, event study, stock market returns