Demonstrations, marches, and protests occur all year round, all over the world. They can start with little to no notice, and disrupt operations so you need to adapt quickly to their impact.
You don't need to be the target of a protest to be significantly impacted by them. PredictHQ is sourcing data and building new machine learning models to forecast the impact of protests. Whether you need to reroute deliveries due to road closures, or boost your supply chain to accommodate more patrons, having foresight into protests helps you respond swiftly and accurately.
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Whether it’s a city-wide march that shuts down your city’s downtown, or a strike that impacts public transit operations, not every protest will have the same impact on your company. Your industry and business are unique and can be influenced by different protests in a variety of ways. From strikes to marches, we’re working to bring you a comprehensive data set that shows you when and where impactful protests will occur so you can be ready for them.
Many protests occur concurrently in different locations. You might know about a sit-in that is occurring right outside your store, but a march across town might be blocking off streets that prevent your customers from coming into your business. PredictHQ can help you track the locations of these protests at scale, for all of the regions that you operate in around the world.
A high volume of events requires a reliable way to organize by size and impact. Knowing about when and where protests, marches, and strikes are happening is useful. Knowing the relative impact of these events is even better. PredictHQ uses a variety of ranking models including Predicted Attendance and Local Rank to help you quantify exactly how much each protest event will influence your business.
We are looking at adding Protests as an event category to our attendance-based, scheduled events. We have 19 existing categories that are both unscheduled and scheduled events that you can explore to see what else might impact your demand.
Key dates in tertiary education calendars such as graduation, homecoming and exams. (US only)
Floods, droughts, tsunamis and more. We update these regularly as they evolve.
Major events for educating the public or an industry. We cover international, national and state trade shows.
Multi-day, multi-performer events. From small local shows to major international festivals with millions of attendees.
Track all relevant and impactful health warnings with our global health warning coverage.
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Knowing the impact of demand causal factors like events will transform your business. The American Society of Hematology has a $45M estimated economic impact — and that's only one event in one city.