Emergence, volume and narrative
Source coverage decides how much a trend is worth
2 records
[DEMO] Fictional gathering narrative
412 items against a baseline of 96 (329% above baseline). Emergence score 78/100.
Fed by X (live-capable) and by sandbox-labelled demonstration items for Facebook and TikTok. Facebook and TikTok are NOT live-collected, so their contribution here is demonstrative only.
[DEMO] Displacement to less-monitored surfaces
74 items against a baseline of 58 (28% above baseline). Emergence score 37/100.
UNRELIABLE: both contributing platforms are sandbox-only for this operator. Shown to demonstrate honest source-coverage accounting, not as a finding.
1 record
[DEMO] Volume change around a fictional event date
188 items against a baseline of 121 (55% above baseline). Emergence score 51/100.
X only. Single-source trend — treat corroboration as absent.
1 record
[DEMO] Coordinated reposting of a single narrative
233 items against a baseline of 110 (112% above baseline). Emergence score 64/100.
X is live-capable; Instagram reflects authorised-account and sandbox items only — not public Instagram search, which does not exist.
1 similarity cluster(s)
Similarity is not identity
- cl-91a5efa17 itemssimilarity 0.97instagramxtiktokfacebook
- instagrammanual.submission
[MANUAL SUBMISSION] Operator-submitted URL for investigation. No content was retrieved for this item because the required access is not in place. It is recorded as a demonstration
- xmanual.submission
[MANUAL SUBMISSION] Operator-submitted URL for investigation. No content was retrieved for this item. It is recorded as a demonstration item so the workflow can be exercised.
- tiktokmanual.submission
[MANUAL SUBMISSION] Operator-submitted URL for investigation. No content was retrieved for this item because the required access is not in place. It is recorded as a demonstration
- facebookmanual.submission
[MANUAL SUBMISSION] Operator-submitted URL for investigation. No content was retrieved for this item because the required access is not in place. It is recorded as a demonstration
- xmanual.submission
[MANUAL SUBMISSION] Operator-submitted URL for investigation. No content was retrieved for this item. It is recorded as a demonstration item so the workflow can be exercised.
- tiktokmanual.submission
[MANUAL SUBMISSION] Operator-submitted URL for investigation. No content was retrieved for this item because the required access is not in place. It is recorded as a demonstration
- facebookmanual.submission
[MANUAL SUBMISSION] Operator-submitted URL for investigation. No content was retrieved for this item because the required access is not in place. It is recorded as a demonstration
Similarity only. This cluster shows that the same or near-identical material appears on multiple platforms. It does NOT show that these accounts belong to the same person, and no identity attribution is made or implied.