Earnings call participation network & dynamics (ECPND)

Each subscription provides authenticated API access to your selected factor across its covered US equity universe. You receive scores with publication timestamps and version identifiers, historical downloads, API documentation and integration support. Current scores are available as JSON or CSV. See the integration examples.

The service checks for changes hourly and publishes an updated score set when relevant inputs change, including new or corrected calls and newly eligible history. Otherwise, the existing set remains available. Each response identifies when the data were checked and when the scores were published. See timing and data status.

Subscribers can download a five-year historical score release for their licensed factor as compressed CSV. The free research packages contain two years of daily scores, ending eight weeks before the package release date. Each download states its exact dates and coverage; historical releases are separate from ongoing API updates. See historical data delivery.

No eligible value is available for that stock and date under the factor's coverage, history or freshness rules. Missing values appear as null in JSON and blank fields in CSV; zero is a valid score. A day without a new company call does not automatically mean a missing score. See the score definitions.

Yes. The free research package includes historical scores, study results, cohort comparisons and a worked selection example. No account or payment is required. Use the supplied data to test the factor in your own models; the whitepapers explain the study design, application rules and limitations.

Yes. Each factor requires its own active subscription. Both use the same API, and your account's API keys grant access to the factors you subscribe to. ECQDI material in the free research package is for evaluation and does not activate a paid subscription. Read the ECPND and ECQDI whitepapers.

The standard licence covers one legal entity with up to USD 250 million AUM. Internal use, copies and storage are permitted; data, scores and API access cannot be shared with another company, including an affiliate. Derived datasets, scores, models, reports and analytics may be used internally but may not be supplied as products or services to third parties, even if the original scores cannot be reconstructed. Each additional legal entity needs its own licence. If your AUM exceeds the limit, notify us promptly and within three calendar months at the latest, and agree an individual licence. We may request proportionate supporting evidence up to twice per rolling twelve months. See the data licence and AUM definition.

Your agreed early access price and licence scope continue while the same subscription remains uninterrupted and within its licence limits, even after the factor enters regular sale. New early access admissions are limited by the licence allocation and USD 1 billion of aggregate Licence AUM, whichever is reached first. This admission limit does not remove existing subscribers' agreed terms. New products or an AUM upgrade require a separate agreement. The service may be discontinued; unused prepaid access is then addressed under the Terms. See early access continuity.

The monthly price is billed every three months, plus applicable taxes. Subscriptions renew quarterly unless cancelled before renewal. You can cancel through your account and retain access until the end of the paid period. Cancellation stops future renewals; refunds are handled separately under the Refund Policy. See the billing terms.