Now that so much of collective action takes place online, web-generated data can further understanding of the mechanics of Internet-based mobilization. This 'big data' offers social science researchers the potential for new forms of analysis, using real-time transactional data based on entire populations, rather than sample-based surveys of what people think they did or might do. This paper uses a 'big data' approach to track the growth of over 8,000 petitions to the UK Government on the No.