Dataset 04Last reviewed

Public Communications & Market Response

Selected public communications preserved and classified alongside time-aligned market observations.

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Prefills dataset

public-communications-market-response

  • Contents

    Communications, entities, classifications, timestamps, and time-aligned market observations

  • Geography / period

    Bounded by declared time windows and source boundaries

  • Evidence classes

    4 classes, kept structurally separate

Evidence classes

A statement, a label applied to it, and a market observation recorded nearby are three different kinds of fact. This dataset keeps them structurally separate so alignment is never read as explanation.

ClassWhat the record assertsPresent today
communication recordA public communication preserved as issued, with its source and timestampin review
entity referenceAn entity named in or responsible for a communication, resolved to a stable identityin review
classificationA label applied to a communication, carrying its methodology and classifier versionin review
time-aligned observationA market observation aligned to a declared time window around a communicationin review

Observed timing or association does not establish that a communication moved a market.

Representative enterprise uses

  • Time-aligned event datasets

  • Communication and entity classification

  • Market-context research

  • Methodology and model evaluation

Intended users

  • Market and policy researchers
  • Event-data product teams
  • Analysts studying public narratives and market context

Scope

Selected public communications preserved as issued, aligned to documented market observations within declared time windows and source boundaries.

Sources, structure, quality, and delivery

Sources, rights, and provenance

Source categories

  • Selected public communications and their source metadata
  • Time-aligned public or appropriately licensed market observations
  • Annotations with recorded methodology and version context

Rights posture

Each communication and observation source requires a recorded access basis and publication assessment before any derived product is offered.

Structure, labels, and lineage

Entity resolution and normalization

Communications, entities, topics, timestamps, and market observations are modeled separately so the original statement and subsequent labels remain distinguishable.

Lineage

The lineage model links each observation to its source communication, temporal window, market source, classifier version, and analyst-reviewed methodology.

Quality, reconciliation, and versioning

Quality and reconciliation

Quality work covers timestamp normalization, source preservation, classification consistency, and confounder documentation.

Freshness and versioning

The collection is scoped as a bounded historical dataset. No live-feed or update commitment is offered.

Delivery and access discussion

Access state

There is no public signal feed, download, API, or service-level commitment.

Delivery discussion

An authenticated API, a scheduled export, or an agreed structured format can be scoped for this dataset. Coverage, schema, authentication, cadence, versions, rights, and support are defined with the engagement.

Use and attribution

Notes for working with this record and attributing its contents.

  • Observed timing or association does not establish that a communication caused a market movement.
  • This research is not trading advice, an event signal, or a market forecast.
  • Labels and classifications require methodology-specific interpretation.
  • Cite the originating source when a record is reused or republished.
  • Coverage follows the reviewed source set for each dataset.
  • Rillor is not an official market, exchange, or vendor source.
  • Access, delivery, and support terms are agreed per engagement.
  • Recording a rights posture is not the same as holding commercial redistribution rights for every source; permitted use is confirmed during qualification.
  • Conflicting observations are reconciled with the decision retained rather than overwritten, and no accuracy, fill-rate, or match-rate figure is published until it is regenerated and reviewed.