Network Desk

Co-mentions you can actually use.

Search the current public-source graph, isolate a signal, and treat every line as a source-review lead rather than a relationship claim.

Time window
7 days30 days90 days

5,513 organizations in the archive; the board draws the busiest active slice for this window.

Interpretation Guardrail
The desk renders the top 50 of 7,260 active entities in this window so the map stays readable. Lower-activity signals are still counted in the summary. A line is not proof of partnership, influence, funding, ownership, or endorsement.
Visible signals
50
Visible links
42
Full window
7,260
Pair universe
1,150
Interactive board

30 days signal network

27 linked signals42 visible lines
Signal network of recent co-mentionsInteractive network showing organizations, public figures, topics, keywords, and events that appeared together in recent public documents.
Co-mention view
50 visible signals, 42 visible pairings. Nodes scale by mentions; edges scale by shared document count.

Graph text summary

Top signals in this window: University of Arkansas (Organizations, 144 mentions); Walmart (Organizations, 81 mentions); Fayetteville (Organizations, 79 mentions); Bentonville (Organizations, 61 mentions); Northwest Arkansas Democrat-Gazette (Organizations, 52 mentions); Northwest Arkansas (Topics, 42 mentions)

Strongest co-mentions: Walmart with University of Arkansas (11 documents); University of Arkansas with Sam M. Walton College of Business (10 documents); Fayetteville with Swarm Aero (8 documents); Walmart with Sam's Club (7 documents)

Desk read

What to notice first

Strongest co-mention
Walmart + University of Arkansas
Co-mentioned in 11 documents. Verify the source context before treating it as meaningful.
Busiest signal
University of Arkansas
144 mentions in this window; next is Walmart.
Coverage

7,210 lower-activity signals are counted but not drawn.

Lead signals

Most mentioned entities

  1. 1
    University of ArkansasOrganizations
    144 mentions
  2. 2
    WalmartOrganizations
    81 mentions
  3. 3
    FayettevilleOrganizations
    79 mentions
  4. 4
    BentonvilleOrganizations
    61 mentions
  5. 5
    Northwest Arkansas Democrat-GazetteOrganizations
    52 mentions
  6. 6
    Northwest ArkansasTopics
    42 mentions
Signal mix

Entity types on the board

Organizations
31
Topics
19
People
0
Keywords
0
Events
0
Pair ledger

The co-mentions to verify first.

These rows are sorted by recent shared-document activity. They are leads for source review, not verified relationship claims.
Top pairings

30-day co-mention ledger

  1. Pair 01
    Walmart + University of Arkansas
    Co-mentioned in 11 documents. Use this as a prompt to inspect the source context.
    Weight11
  2. Pair 02
    University of Arkansas + Sam M. Walton College of Business
    Co-mentioned in 10 documents. Use this as a prompt to inspect the source context.
    Weight10
  3. Pair 03
    Fayetteville + Swarm Aero
    Co-mentioned in 8 documents. Use this as a prompt to inspect the source context.
    Weight8
  4. Pair 04
    Walmart + Sam's Club
    Co-mentioned in 7 documents. Use this as a prompt to inspect the source context.
    Weight7
  5. Pair 05
    Walmart + Bentonville
    Co-mentioned in 5 documents. Use this as a prompt to inspect the source context.
    Weight5
  6. Pair 06
    Fayetteville + University of Arkansas
    Co-mentioned in 4 documents. Use this as a prompt to inspect the source context.
    Weight4
  7. Pair 07
    University of Arkansas + College of Education and Health Professions
    Co-mentioned in 3 documents. Use this as a prompt to inspect the source context.
    Weight3
  8. Pair 08
    Springdale + Tyson Foods
    Co-mentioned in 3 documents. Use this as a prompt to inspect the source context.
    Weight3
  9. Pair 09
    University of Arkansas + City of Fayetteville
    Co-mentioned in 3 documents. Use this as a prompt to inspect the source context.
    Weight3
  10. Pair 10
    Swarm Aero + Fayetteville City Council
    Co-mentioned in 3 documents. Use this as a prompt to inspect the source context.
    Weight3
Next Clicks

Move from pattern to evidence.

The graph should help a reader decide where to spend attention, then send them to surfaces with clearer narrative and accountability.
Daily read

Open the observation file

See whether any of the visible clusters made it into the latest public desk read with confidence, evidence, and blind spots attached.

Read observations
Change log

Check what moved recently

Use the change surface to separate durable clusters from one-day bursts in the public-source stream.

Review changes
Forecasts

Compare against public calls

When a cluster starts to look like a directional signal, check whether the desk has a falsifiable prediction on the board.

Open predictions