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PredictHQ’s Demand Intelligence APIs
Make your forecasts and operations more accurate with our APIs built for scale, speed and accuracy. PredictHQ's API access point options range from a granular event API to to an API with prebuilt features to build models faster.
Global companies choose PredictHQ's events data
-
Demand Forecasting: Incorporating events into models for smarter forecasting.
Customer Stories -
Labor optimization: Ensuring the right number of drivers and store staff to meet demand.
Customer stories -
PredictHQ has supplemented incomplete data sets, including unticketed events and cancelled events, to power pricing strategies and operational decisions.
Customer Stories -
Demand forecasting: Incorporating events into their Antuit-built models to better understand demand across 9600 stores.
Customer Stories -
Amazon Alexa's "Events Near Me" feature uses PredictHQ data to inform users about local events.
Blog 
Demand forecasting: Getting drivers in the right place ahead of time to improve pick-up times.
Customer stories-
Event visibility: Available in Zartico’s platform enabling deeper insight and smarter decisions.
Customer Stories -
Pricing: A key source of intelligence for the OTA Insights platform, enabling smarter pricing.
Customer Stories -
Labor optimization: Enriching the Legion Technologies platform, used by retailers to reduce labor inefficiencies.
Customer Stories
Pick your API
What are your business needs?
Depending on what you are looking for, we’ll make sure we get you set up with the right API to start getting value out of PredictHQ’s event data and intelligence as soon as possible.
Access Global EventsDynamically ingest individual event data and intelligence via the Events APILearn more
Forecast-ready FeaturesAccess prebuilt ML features via our Features API to improve accuracy quicklyLearn more
Scan for Demand SurgesUse the Demand Surge API to quickly scan a period of 90 days for abnormal increases in attendanceLearn more
Live TV Events APIHistorical and predicted TV viewership to better predict surges in demand caused by televised eventsLearn more
Event API
Access to individual event data
Events vary in type, size, location, duration and impact. We aggregate and verify millions of events so data
science teams have enough high-quality data to identify correlation between demand spikes and events,
unlocking new opportunities.
Features API
Save time with prebuilt intelligence and features
With the Features API, there’s no need to build complex data handling systems or build features on your own.
We handle the post processing work so you can focus on enabling your teams to extract value from event data
rapidly. You can insert directly into your forecasting models.
import requests
data = {
"active": {
"gte": "2019-11-28",
"lte": "2019-11-29"
},
"location": {
"place_id": [
5224323,
5811704,
4887398
]
},
"phq_attendance_conferences": {
"stats": [
"min",
"max"
]
},
"phq_attendance_sports": True,
"phq_attendance_concerts": True,
"phq_rank_public_holidays": True
}
response = requests.post(
url="https://api.predicthq.com/v1/features",
headers={
"Authorization": "Bearer $ACCESS_TOKEN",
"Accept": "application/json"
},
json=data
)
print(response.json())
Demand Surge API
Easily identify Demand Surges
Events frequently cluster, creating a larger impact. Demand surges are caused by many events occurring
during the same time period and within a specific location. Use this API to get value immediately without
having to think about all the events powering an upcoming surge.
import requests
response = requests.get(
url="https://api.predicthq.com/v1/demand-surge/",
headers={
"Authorization": "Bearer $ACCESS_TOKEN",
"Accept": "application/json"
},
params={
"date_from": "2021-05-12",
"date_to": "2021-08-10",
"min_surge_intensity": "m",
"location.place_id": "2643743"
}
)
print(response.json())
Live TV Events API
Access to historical and predicted viewership data
Better predict surges in demand caused by televised events such as sports. Filter by city or county to
access relevant data rather than by broad designated market areas (DMAs) used by other providers. Access to
county-level viewership data enables you to confidently forecast at a more granular level, such as for
individual stores if you’re a quick-service restaurant or grocery store.
import requests
response = requests.get(
url="https://api.predicthq.com/v1/broadcasts/",
headers={
"Accept": "application/json",
"Authorization": "Bearer $ACCESS_TOKEN"
},
params={
"location.place_id": "5368381,5391832",
"start.gte": "2020-11-01",
"start.lte": "2020-11-30",
"start.tz": "America/Los_Angeles"
}
)
print(response.json())
Forecast ready Features
Regardless of the API you choose, get up and running quickly
We’ve created Jupyter notebooks on how to integrate our 19 (and counting) event categories into your models
to help your Data Science teams get up and running quickly. It includes guides to using our APIs and data
with common Data Science tools and libraries in Python.
Create a new access token via API clients
Customer Stories
Demand intelligence gets results
Our customers include leading companies across retail, transport, accommodation and financial service sectors. They use our intelligent event data for labor optimization, demand forecasting, dynamic pricing, supply chain optimization and more.
Don't underestimate how much effort it takes to work with event data... Being able to rely on a company whose sole purpose is to remove the ambiguity of event data has been game-changing for us.
Read Legion’s Story PRICING
Only pay for the locations you need
Unlimited users, unlimited future visibility, starting for just $75 per month
Free
Access to 3 business locations with maximum 5 miles radius only
$0 USD
/month
No credit card required
- 14 Days Full Access
- Web Application: Yes
- APIs: None
- Future Visibility: 3 months
- Historic Visibility: None
- Location Insights: 3 locations only
- Location Type: Radius only
- Radius: Up to 5 miles only
- Event notifications
Lite
Access to entire cities of your choice
- Web Application: Yes
- APIs: All
- Future Visibility: Unlimited
- Historic Visibility: None
- Location Insights: Unlimited
- Location Type: All
- Radius: Maximum
- Event Notifications
- Access to entire cities
- Unlimited # of users
Premium
Access to unlimited areas from cities to countries or even global access
custom
Contact us for pricing
- Everything from the "Lite" plan
- Event Categories: Up to all 19
- APIs: All
- Future Visibility: Up to maximum
- Historic visibility: Up to maximum
- Location Insights: Unlimited
- Snowflake Integration
- ADX Integration
- Tableau Integration + more
- Access to cities, regions, countries
- Unlimited # of users
You can’t prepare for what you don’t see coming
Harness the power of demand intelligence
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.
- data points enriching0
- events across0
- cities, accessed via01 API
Get Started
Contact our data science experts to find out the best solutions for your business. We'll get back to you within 1 business day.
Talk to an Expert
Trusted by
-
Demand Forecasting: Incorporating events into models for smarter forecasting.
Customer Stories Demand forecasting: Getting drivers in the right place ahead of time to improve pick-up times.
Customer stories-
Labor optimization: Ensuring the right number of drivers and store staff to meet demand.
Customer stories -
Amazon Alexa's "Events Near Me" feature uses PredictHQ data to inform users about local events.
Blog
Other Questions?
- Read our Data Science Docs
- Explore our Developer Docs
- Visit our Support Center