# Working with Venues Notebook

Where events have a venue our events are linked to the venues they occur at. For example a sports stadium, a conference center or a concert hall. Venues are stored in our system as [entities](/getting-started/predicthq-data/entities.md). Venues are used with our [attended events](/getting-started/predicthq-data/event-categories/attendance-based-events.md). Once you know the venue id you can call the [Events API](/api/events/search-events.md) and retrieve all events at a venue.

Venues are often a key source of demand. If you have a major conference venue or sports center near your business's location you may see a lot of demand from events at that venue.

This notebook is a guide to exploring PredictHQ’s venue information. The notebook shows how to:

* Get venue information from the event data
* Display all venues on a map
* See what types of events are more frequently held in venues
* Find the estimated capacity of venues

You can [find the notebook on Github](https://github.com/predicthq/phq-data-science-docs/blob/master/venues/venues-example.ipynb).


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.predicthq.com/getting-started/guides/events-api-guides/working-with-venues.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
