Propaganda

Messaging timelines

Two measurements over an archived corpus of social posts: how tightly a phrase clustered in a short window, and how it ran across months. Both count the same way, both show their receipts, and both stop short of the claim readers expect a page like this to make.

Observed account coverage. Run a measurement to see its observed accounts and platforms. Repeated posting is not proof of coordination. Links do not establish transmission; timing does not establish causation. The historical archive inventory is reported separately below.

Burst selected

A short window in hourly buckets.

Up to 31 days. Answers how concentrated posting was, and whether one account or several were involved. It classifies the window as one account posting repeatedly, as more than one account active, or — when any matching post carries no account identity — as unknown on that question. Activity, never proven coordination.

Switch to Echo

Up to two years in monthly buckets.

Up to 732 days. Answers how a phrase ran over time, and adds a reference chronology built only from literal links in the posts on the current receipt page. The chronology is scoped to that page; the counts are not.

The two modes are separate measurements over the same corpus. They are never combined into one series, and a burst result is not a sample of an echo result.

Run a measurement

A literal, case-insensitive substring of the post text. Not a keyword search and not a topic model.
Half open: the end instant is excluded. Leave both blank for the last 1 days.
Paging affects the receipt list only. Counts and buckets always cover the whole window.
Optional source platform identifier; shared by both cohorts.
Reviewed cohort choices unavailable: run a valid measurement to read the catalog. No party grouping is inferred.
Reviewed cohort choices unavailable: run a valid measurement to read the catalog. No party grouping is inferred.
No applicable reviewed trigger is available. No trigger time is inferred from posts.

Starting points

Measurement

No term has been chosen yet, so nothing has been measured. Enter a term above, or take one of the starting points.

The corpus inventory and the worked cases below need no term. They describe what the archive contains, including what it does not.

Corpus coverage and capture health

Archived inventory

Counted from the archive file itself on 2026-09-13, read-only. The file’s SHA-256 was recorded before and after and did not change. This is an inventory of observations, not a verified record of everything posted.

Posts in the archive
34,771
In the 24-month window
12,696
Accounts
1
Months covered
25

Span 2022-02-14 15:54:32 UTC to 2026-07-20 02:32:18 UTC. Window 2024-09-13 to 2026-09-13, UTC half-open; 24 calendar months. Busiest month 2024-10 with 974 posts across 31 observed days.

  • @realDonaldTrump on truth_social — 34,771 posts

Not in this archive. Revision and deletion history: unavailable: this legacy archive kept no revision history. Party comparison: unavailable: the archive holds one account.

No observed history for x, bluesky. That is an absence of observation, reported as unknown. It is not a count of zero posts on those platforms.

A zero count means no archived observations, not no real-world activity.

Month-by-month counts
MonthPostsDays with postsNotes
2024-0954518Partial month at the window edge. Completeness not established.
2024-1097431Completeness not established.
2024-1135929Completeness not established.
2024-1242631Completeness not established.
2025-0144231Completeness not established.
2025-0250428Completeness not established.
2025-0363831Completeness not established.
2025-0446130Completeness not established.
2025-0551531Completeness not established.
2025-0650430Completeness not established.
2025-0761331Completeness not established.
2025-0857031Completeness not established.
2025-0941530Completeness not established.
2025-1048231Completeness not established.
2025-1160929Completeness not established.
2025-1247629Completeness not established.
2026-0160631Completeness not established.
2026-0255528Completeness not established.
2026-0353831Completeness not established.
2026-0454930Completeness not established.
2026-0581131Completeness not established.
2026-0664429Completeness not established.
2026-0746020Completeness not established.
2026-0800No archived observations for this month.
2026-0900Partial month at the window edge. No archived observations for this month.
News items in the same database (10 sources)
  • BBC — 39 items, stored publication values from 2025-04-30 14:04:28+00:00 to 2025-12-15 04:26:43+00:00
  • C-SPAN — 2 items, stored publication values from 2016-02-13 to 2020-09-19
  • NYT — 21 items, stored publication values from 2025-12-14 10:00:23+00:00 to 2025-12-15 05:35:25+00:00
  • Test — 1 items, stored publication values from 2025-12-15 04:37:31 to 2025-12-15 04:37:31
  • gold_test_set — 18 items, stored publication values from 2002-10-10 to 2024-03-06
  • guardian_us_politics — 13 items, stored publication values from 2026-03-11T19:29:47.684280 to 2026-03-11T19:30:16.146047
  • npr_politics — 6 items, stored publication values from 2026-03-11T11:17:16.051265 to 2026-03-11T18:44:42.868542
  • pbs_newshour — 29 items, stored publication values from 2026-03-11T11:17:47.196797 to 2026-03-11T18:45:36.680436
  • politifact — 1 items, stored publication values from 2025-12-15T18:09:56.989121 to 2025-12-15T18:09:56.989121
  • the_hill — 7 items, stored publication values from 2026-03-11T19:29:07.645063 to 2026-03-11T19:29:37.790037
  • sparse snapshots, not continuous publication coverage
  • naive and date-only publication values cannot support exact lag
  • Test and gold_test_set are evaluation data and excluded from evidence

Current capture health

The durable state of ingestion right now, separate from the archive above. Reading this page starts no capture: nothing on this route schedules work.

State: observed ingestion runs

  • truth_social_archive · @realDonaldTrump · truth_social

    Status success · started 2026-10-08 00:03:03.252707+00 · finished 2026-10-08 00:03:03.45662+00

    Within the expected daily cadence. Coverage completeness is not established by a successful run.

Worked cases

Individual episodes examined by hand, with their evidence and their gaps written down. Measurements above are automated; these are not.

  • Six media links shared by one Truth Social account

    observed local archive and bounded public read

    • One account on one social platform; not a multi-account swarm.
    • Only one linked publisher publication instant was inspected. Other URL targets are unclassified and undated.
    • No verified original event or source-layer timestamp; no complete event-to-source-to-media-to-social chain.
  • Helsinki statement and next-day explicit correction

    inspected primary transcripts with publisher and archived social context

    • Historical 2018 supplementary example, outside the requested recent 18–24-month focus; not an archived Truth Social post.
    • Official transcript issue dates order the explicit correction; session times are not publication times and no seconds lag is measured.
    • All four stage labels are present but no connected event→source→media→social reference chain is verified.