One labelled record per video: the entities it talks about, the position it takes, its reach and how the audience responds. Politics, geopolitics, the economy and consumer markets, in 30 languages.
“The same groceries cost more every week. My pay has barely moved.”
{ "record_version": "v7.0", "video_ref": "v_da357ee7c8dd2673ee7d7f3a", "uploaded_at": "2026-09-20T19:07:00Z", "language": "en", "upload_region": "US", "label": { "discourse": true, "content": "talking_head", "category": "consumer", "topic": "consumer.tech_devices_apps", "commercial": "organic", "why_not": null, "summary": "I like the phone, but another expensive upgrade can wait.", "targets": [ { "id": "gev:apple", "name": "Apple", "kind": "company", "stance": "neutral", "salience": 3, "claim_kind": "opinion", "source": "creator", "consumer_act": null } ] }, "reach": { "views": 129700, "likes": 8630, "comments": 764, "shares": 940, "saves": 1810, "collected_at": "2026-09-21T06:00:00Z", "likes_per_view": 0.0665 }, "audience": { "commenters": 2, "gender": null, "comments": [ { "comment_ref": "c_628522251efdc9e55fe67aa5", "rank": 1, "text": "Keeping mine another year.", "likes": 23, "relation": "supports", "adoption": null, "targets": [] }, { "comment_ref": "c_b96b48a5df8f93da936c6120", "rank": 2, "text": "I would like more detail.", "likes": 7, "relation": "neither", "adoption": null, "targets": [] } ] }, "provenance": { "recipe_id": "1707332ddd3f981ce9bdef42dee5286806eaa61c1708ee0853f486eca6058878", "evidence_sha256": "11d2cbb25c3153e0bfe070068dfdf636545edacb6ff85448cb5db8f0f4335cf1", "sample_weight": 1 }}
{ "record_version": "v7.0", "video_ref": "v_ed12ff63ed26059c9f27f996", "uploaded_at": "2026-09-20T08:00:00Z", "language": "en", "upload_region": "GB", "label": { "discourse": true, "content": "talking_head", "category": "economy", "topic": "economy.prices_cost_of_living", "commercial": "organic", "why_not": null, "summary": "The same groceries cost more every week. My pay has barely moved.", "targets": [ { "id": "gev:economy_cost_of_living", "name": "Economy and cost of living", "kind": "issue", "stance": "strongly against", "salience": 3, "claim_kind": "opinion", "source": "creator", "consumer_act": null } ] }, "reach": { "views": 96400, "likes": 9900, "comments": 830, "shares": 1240, "saves": 2050, "collected_at": "2026-09-21T06:00:00Z", "likes_per_view": 0.1027 }, "audience": { "commenters": 2, "gender": null, "comments": [ { "comment_ref": "c_7c8d46295d498dadf37f61b3", "rank": 1, "text": "My weekly shop feels the same.", "likes": 23, "relation": "supports", "adoption": null, "targets": [] }, { "comment_ref": "c_f6ca2fa1d4f491fe9fa521fb", "rank": 2, "text": "I would like more detail.", "likes": 7, "relation": "neither", "adoption": null, "targets": [] } ] }, "provenance": { "recipe_id": "f6ab6df1f9b50f1b529e25305135abac6c4b680c2817fd8923707d1ab6b64513", "evidence_sha256": "829c37378b20744a3087a55e41acee4850d58f3ac7654bc3adbe856ddf706764", "sample_weight": 1 }}
Linked datasets from one labelled record per video, with a release id on every row. Fields are added between versions, never redefined.
REST with bearer tokens and cursor pagination, an OpenAPI schema for your client generator, and bulk files with the same fields for the archive.
curl -G https://clamordata.com/api/v1/records \ -H "Authorization: Bearer $CLAMOR_KEY" \ -d target=gev:economy_cost_of_living \ -d from=2026-09-01 -d limit=1
X-Clamor-Release: rel-…
{
"data": [{
"video_ref": "v_9e3779b14443…",
"language": "en",
"upload_region": "GB",
"label": {
"category": "economy",
"targets": [{
"name": "Economy and cost of living",
"stance": "strongly against",
"salience": 3
}]
},
"reach": { "views": 96400, "likes": 9900 }
}],
"next_cursor": "…"
}Tell us the issues, markets or brands you follow. We send a file and the data dictionary.