Choose a dataset
Find the right store, workflow and period. Check what each row represents before comparing counts.
Open the catalog →SOURCE-BACKED. CLEARLY DOCUMENTED.Understand the data.
Understand the data.
Then put it to work.
A private workspace for exploring commerce datasets, inspecting their origins, and downloading the samples you have permission to use.
Checking access status
View limitations →Catalog availability is verified by the server.
A CLEAR PATH TO YOUR SAMPLE
Start with the dataset. Keep its limitations.Three steps, full context.
Explore your way
Filter a safe preview by year, workflow, source or period. Every view stays inside your access scope.
Browse records →Download with evidence
Export your filtered CSV or JSON, and keep the schema, source history and quality notes alongside it.
Review downloads →CATALOG
Find your dataset.
Stores and historical sources remain separate. Private records appear only after server verification.
Historical records retain their original dates. A release assembled today does not mean its transactions occurred today.
Ask a focused question.
Choose an available dataset, narrow the filters, then preview the same selection you can export.
Evidence you can trace.
Freshness, coverage and readiness are separate questions. A successful collection never establishes rights or settlement.
What “live source” means here
The Sweat District is an operating store. Its current cataloged evidence is a manually captured source snapshot for the October 5, 2026 Chicago business date.
Continuous daily collection is inactive. The latest private snapshot was captured October 6 at 03:27 UTC. Source clocks differ; this is not one simultaneous transactional snapshot.
What remains unavailable
- Checkout attempt and session-stage evidence: Nexus database access is blocked.
- Private sales, payments, refunds and fulfillment for the separate Novara catalogs.
- Historical store mappings that lack verified identity evidence.
Unavailable fields are gaps, never assumed zeros.
Read a dataset before using it
Row count
Observed rows can overlap across snapshots. Rows are not automatically unique transactions or independent evaluation cases.
Source & version
Original file hashes and source dates track where records came from. A changed package requires a new review.
Rights & privacy
Samples remain staged until reviewed. Pseudonymization and code access do not establish legal rights.
Schema & grain
A data dictionary explains each field and the unit represented by a row. Exact amounts remain decimal strings.
Download a clear selection.
Exports use the same filters as your preview, with server authorization checked again on every request.
Your current selection
Maximum 10,000 records per export. Narrow your selection if needed. Access can expire or be revoked.
No approved datasets means no downloads. Raw bank statements, credentials, customer identifiers and held-out evaluation answers are excluded from buyer assets.
A portal with a clear path.
Using an invitation
- Obtain an approved invitation directly from the dataset owner.
- Select Enter access code and paste it into the sign-in form.
- Open Datasets, then inspect the schema and limitations.
- Use Browse data to set filters and preview records.
- Open Downloads for your filtered CSV or JSON.
Access and owner controls
Invitations are limited to specific approved packages and expire within seven days. Sessions last at most one hour and end immediately when an invitation is revoked.
Owners use a separate verified identity. Owner administration appears only after server verification. No owner password is collected in this portal.
Private access setup is currently pending. The interface is online; datasets and downloads remain locked.
Why can’t I see a dataset?
Your invitation may not include it, may have expired, or the package may still require rights and privacy review. Contact the owner through the channel that supplied your invitation.
Does the portal collect new data automatically?
No. Refresh imports delivered, hash-verified snapshots. Continuous collection is not active.
Can I query with SQL or run code here?
No. The portal offers fixed, server-controlled filters and CSV/JSON exports. To reproduce a selection, preserve its dataset version and filter values.
What should I do with an error?
Use the on-screen message. For an unavailable or revoked invitation, contact the owner. Never send your access code in a support screenshot.
Review before granting access.
Stage versioned packages through the private import process. Rights and privacy approval binds to the exact content hash. This interface never creates invitations automatically.
Package review
Issue a scoped invitation
Invitations
Audit & retention
Login, preview, exports and approval actions are recorded without raw invite codes or IP addresses. Audit records are retained for 30 days when cleanup is enabled. Dataset retention follows its reviewed manifest.