TalkieTalkieData Analytics

Governed first-party research data

From product signals to research-ready evidence.

A private analytics workspace for exploring TalkieTalkie datasets, understanding every field, and exporting governed research files without touching hidden stores or raw credentials.

Open private workspace Review the data model
Formats
CSV · JSON · Parquet · Arrow
Controls
Field-level selection
Provenance
Catalog versions + audit
Research workspace Illustrative interface
DATASET CATALOGFresh

Translation activity

Fields selected18of 34
Coverage90drolling
OutputParquetcolumnar
Records by dayUTC
Dataset catalogVersioned dictionarySchema-aware exportsRead-only query APIAudit historyReplayable request metadata

Research infrastructure

Built for questions, not just downloads.

Move from field discovery to a documented, governed export in one workflow. Every selectable field is drawn from the controlled catalog.

01

A living data dictionary

Search definitions, types, units, nullability, provenance, version history, sensitivity, and known quality notes before analysis begins.

02

Flexible analytical formats

Export tabular, document, line-delimited, or columnar files based on the downstream tool. CSV and TSV open cleanly in spreadsheet software.

  • CSV
  • TSV
  • JSON
  • NDJSON
  • Parquet
  • Arrow
03

Evidence with a chain of custody

Machine-readable manifests record the requested datasets, fields, filters, catalog version, format, and generation time. Audit records remain after the streamed file expires.

Analyst workflow

Designed like a research terminal.

Use a guided export builder when speed matters, or a constrained read-only query console when the research design needs more control.

  1. 1

    Discover

    Browse datasets, versions, grains, and coverage.

  2. 2

    Define

    Select fields and apply transparent time filters.

  3. 3

    Validate

    Preview rows, types, and the generated query.

  4. 4

    Export

    Download files with request manifests, dictionaries, and audit metadata.

Controlled by design

Private access. Explicit scope. Auditable outputs.

Catalog-only access

Only explicitly approved analytical datasets and fields can be queried or exported. Authentication stores and hidden infrastructure remain out of scope.

Read-only operations

The query interface supports a constrained SELECT-style dialect. It cannot mutate, delete, or administer warehouse data.

Coverage is disclosed

Freshness and availability are shown in the workspace. Dataset coverage depends on the collection settings active for each product build.

Authorized access only

Enter the private research workspace.

This environment is restricted to the enabled owner account. Attempts are rate-limited and recorded for security review.

Data stays governed. The browser receives only the cataloged fields and rows requested through authenticated, read-only endpoints.