There are thousands of community events of varying impact every week. They frequently cluster or compound the impact of other events driving major impact.
We aggregate, clean, and enrich data from many sources so your business is informed on the most relevant of community events.
There are often hundreds, if not thousands of community events that happen every month. In order to best prepare, you need to have insight into the impactful events coming up. These are a sample of the top community events happening in the next three months that may have an impact on your business.
We’ve created Jupyter notebooks around how to integrate events such as community events into your models to help your Data Science teams get up and running quickly. Use our Data Engineering notebook to get the data and how to use it. Our Data Exploration notebook explores the data and how you can get value from it and our Feature Engineering notebook provides examples of how to build data models and features.
Communities are diverse, and so are their events. Whether it’s a school fair or a Halloween Parade that shuts down multiple blocks, you need to understand and prepare for their impact.
PredictHQ models identify a specific predicted attendance for every community event. This is unique as most data sources only provide venue capacity. This means your team can feel confident that you are focusing on the community events that will drive impact for your business.
A 600-person community event in Austin or New York City will have minor impact but will have major impact in smaller towns. Use our proprietary ranking systems to better understand and know which events will have impact.
No event happens in isolation. Understand how community events cluster and interact with other events such conferences and concerts to get the most accurate picture of demand in a given area with our Aggregated Event Impact tool.
The demand landscape is evolving quickly and companies across many industries need high-quality external data such as events to best predict peaks and dips.
Community events can increase footfall substantially, requiring more staff and stock.
Understand when community events are starting and ending to ensure drivers are best placed for demand.
Some community events can bring demand from out-of-town, requiring places to stay.
Community gatherings can drive demand for groceries.
Community events are attendance-based, scheduled events like sport and conferences. We have 18 more categories, both unscheduled and scheduled events that you can explore to see what else impacts your demand.
Games, tournaments and more — sports are big demand drivers. We have tailored models for each sport.
Dates differ slightly per state and city, as well as globally. All are ranked as major impact.
Large conferences need to be in your forecasts and are especially dynamic: many change locations each time.
Key dates in tertiary education calendars such as graduation, homecoming and exams. (US only)
Warnings and restrictions such as lockdown orders during pandemics both starting and finishing.
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.