CSINT Research Workstation
Maintenance and transparency report

Resource Archive Status

Link availability and dataset integrity are audited by a weekly automated scan. The summary below also tells you how current the displayed report actually is.

Checking status…Last checked: May 21, 2026 at 11:54 AM
Scheduled run

Every Monday 00:00 UTC

Checked
207
dataset entries
Accessible
90%
186 / 207 links
Manual review
21
403/429 · timeouts
Confirmed broken
0
404/500 etc.

Automated upkeep

Scheduled run
Every Monday 00:00 UTC
Last report
May 21, 2026 at 11:54 AM
Coverage
207 sources

The scan is scheduled weekly via GitHub Actions and results refresh on each deploy. This page computes the displayed report's real age from its timestamp.

What the scan checks

  • — Link reachability (HTTP response codes)
  • — Redirects (links moved to a new address)
  • — 403/429 and timeouts → manual review list
  • — Description, risk, and ethics-note completeness
  • — Possible duplicate records
[01] LINK ACCESSIBILITY

Connectivity

Current network status and HTTP response distribution for external archive references.

Directly accessible

Links that open cleanly with HTTP 200.

158
Redirected

Links that resolve to a new address but still work; not counted as broken.

28
Under manual review

403/429 limits or timeouts; tested by hand, not counted as broken.

21
Confirmed broken links

Hosts confirmed unreachable or returning 404/500-class errors.

0
[02] DATA INTEGRITY

Quality Analysis

Description quality, completeness of ethics/verification notes, and duplication status.

Missing description

Entries with no description or an insufficient one.

0
Missing security / ethics note

Medium/High-risk entries lacking adequate verification or safety notes.

0
Similar entry analysis

Possible duplicate records; review suggested, not an error.

74
[NOTES & METHODOLOGY]

1 Link accessibility policy: Redirected links are not classified as broken; they are flagged only for a future URL update. Sources returning HTTP 403/429 limits or timing out are not treated as "confirmed broken"; they move to a manual review list for hands-on testing. The aim is to keep false alarms to a minimum.

2 Data integrity: The scan audits metadata and description fields of archive records; similar records are flagged via automated text analysis.