Collecting and cleaning school-calendar data yourself takes ongoing time and effort.
Aventience delivers clean U.S. school-calendar data — normalized, documented, and validated — as a relevant demand signal that data scientists, forecasters, and pricing and revenue teams can incorporate to help inform forecasting, pricing, and revenue decisions. It's easy to buy, too: one license is built to cover a buyer's own internal work, not just one use case.
Tell us what you need, and we'll put together an order built around it.
The problem, and why it's worth solving differently
Every school year, thousands of U.S. public school districts publish their own calendars — holidays, breaks, professional-development days, and more — each in its own format, on its own schedule, with its own updates. Turning that into something usable for forecasting or pricing work means collecting, cleaning, and maintaining it yourself, across thousands of districts, indefinitely.
Aventience has already done that work. The result is a relevant demand signal: school holidays and scheduled nonattendance periods can help inform when families are likelier to have scheduling flexibility, which in turn can help inform forecasting, pricing, and revenue decisions. It's not a guarantee of any outcome — it's a structured, validated input you can incorporate into analysis you're already doing.
What Aventience is
Aventience is an event-data business. We work with dated, real-world scheduled occurrences that can inform demand, pricing, and planning decisions. We're starting with — not limiting ourselves to — U.S. school calendars.
Our first product is the Aventience U.S. School Calendar Dataset — 2026–27: clean, documented, ready-to-use data covering traditional public school districts across the 50 states and DC. "Clean" means normalized, documented, and validated against published rules — it doesn't mean error-free, and we're upfront about how corrections work.
School calendars are our first event-data category. They won't be our last.
See it for yourself — the sample
The best way to evaluate whether this data fits your workflow is to look at it. Aventience publishes a fixed, free sample covering three districts — real, rights-cleared districts wherever possible, or a clearly labeled representative/synthetic set built to the same schema if that clearance isn't complete — so you can review the schema and estimate integration effort before buying anything. The sample is a fixed illustration, not a representative measure of overall coverage — it's there to show you the shape of the data, not how much of the country is available.
Working with Aventience as a partner
If you're a forecasting, planning, or analytics provider and think your clients could benefit from school-calendar data, Aventience runs a launch partner program. Partners can refer or support a client's purchase; the license and the data always belong to that client, and version-one partner operations are handled directly by our team rather than through automated tooling.
Getting started
Aventience is early — which means every order gets direct attention. Tell us what you're looking for, and we'll work with you to select districts, calculate your price from our published formula, and put together an order. If you'd rather look around first, start with the sample or ask us a question.