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Social Trends

Macklemore Political Advocacy Controversy

artist 24h window quality 92 Data as of Sep 16, 1:14 PM

24h ends at the latest collected social signal, not wall-clock now.

66

Velocity

50

Engagement

50

Recency

100

Signals

6

Why this is trending

  • •Corroborated across 2 social platforms
  • •Engagement is accelerating versus the prior equal window
  • •6 qualifying signals in this window
  • •Strong screen-entertainment editorial relevance
  • •High-confidence collector evidence

Evidence quality

editorial relevance

20

clear naming

15

collector confidence

18.9

evidence count

15

source family diversity

10

engagement completeness

13

spam noise penalty

0

Platforms in window

Bluesky · 4 signalsReddit · 2 signals

Supporting evidence

  • Reddit — Robert Kraft ties to Epstein

    music_entertainment

  • Reddit — Macklemore gained over a million Instagram followers following his statement at MetLife, while Ed Sheeran and P!nk lost

    music_entertainment

  • Bluesky — new music

    music_entertainment

Raw evidence diagnostics

Uncurated collector evidence payloads for debugging (6).

  • reddit

    {
  "source": "reddit",
  "vertical": "music",
  "source_id": "reddit:1wi445b",
  "engagement": {
    "completeness": "partial",
    "metrics_present": [
      "num_comments"
    ]
  },
  "acquisition": {
    "path": "official_api",
    "confidence": 0.92,
    "collector_confidence": "high"
  },
  "content_type": "post",
  "canonical_url": "https://www.reddit.com/r/Music/comments/1wi445b/robert_kraft_ties_to_epstein/",
  "topic_actions": {
    "link": true,
    "cluster": true,
    "promote": true,
    "reasons": {
      "link": [
        "eligible_evidence"
      ],
      "cluster": [
        "music_grounding"
      ],
      "promote": [
        "music_grounding"
      ]
    }
  },
  "schema_version": "social-trend-evidence-v2",
  "query_provenance": {
    "term": "Music",
    "origin": "catalog",
    "catalog_version": "multi-vertical-v1"
  },
  "editorial_relevance": {
    "eligible": true,
    "rejection_reasons": [],
    "relevance_reasons": [
      "music_entertainment"
    ]
  }
}

  • reddit

    {
  "source": "reddit",
  "vertical": "music",
  "source_id": "reddit:1whcmqg",
  "engagement": {
    "completeness": "partial",
    "metrics_present": [
      "num_comments"
    ]
  },
  "acquisition": {
    "path": "official_api",
    "confidence": 0.92,
    "collector_confidence": "high"
  },
  "content_type": "post",
  "canonical_url": "https://www.reddit.com/r/Music/comments/1whcmqg/macklemore_gained_over_a_million_instagram/",
  "topic_actions": {
    "link": true,
    "cluster": true,
    "promote": true,
    "reasons": {
      "link": [
        "eligible_evidence"
      ],
      "cluster": [
        "music_grounding"
      ],
      "promote": [
        "music_grounding"
      ]
    }
  },
  "schema_version": "social-trend-evidence-v2",
  "query_provenance": {
    "term": "Music",
    "origin": "catalog",
    "catalog_version": "multi-vertical-v1"
  },
  "editorial_relevance": {
    "eligible": true,
    "rejection_reasons": [],
    "relevance_reasons": [
      "music_entertainment"
    ]
  }
}

  • bluesky

    {
  "source": "bluesky",
  "vertical": "music",
  "source_id": "at://did:plc:nuqrjelqx4a2ewqzvwekhuro/app.bsky.feed.post/3mvn3m6rfnk2q",
  "engagement": {
    "completeness": "complete",
    "metrics_present": [
      "like_count",
      "repost_count"
    ]
  },
  "acquisition": {
    "path": "official_api",
    "confidence": 0.96,
    "collector_confidence": "high"
  },
  "content_type": "post",
  "canonical_url": "https://bsky.app/profile/gavinyamey.bsky.social/post/3mvn3m6rfnk2q",
  "topic_actions": {
    "link": true,
    "cluster": true,
    "promote": true,
    "reasons": {
      "link": [
        "eligible_evidence"
      ],
      "cluster": [
        "music_grounding"
      ],
      "promote": [
        "music_grounding"
      ]
    }
  },
  "schema_version": "social-trend-evidence-v2",
  "query_provenance": {
    "term": "new music",
    "origin": "music_seed",
    "catalog_version": null
  },
  "editorial_relevance": {
    "eligible": true,
    "rejection_reasons": [],
    "relevance_reasons": [
      "music_entertainment"
    ]
  }
}

  • bluesky

    {
  "source": "bluesky",
  "vertical": "music",
  "source_id": "at://did:plc:lt7eqlk3l7u5pncvfgmcfjem/app.bsky.feed.post/3mvnivmjkys2k",
  "engagement": {
    "completeness": "complete",
    "metrics_present": [
      "like_count",
      "repost_count"
    ]
  },
  "acquisition": {
    "path": "official_api",
    "confidence": 0.96,
    "collector_confidence": "high"
  },
  "content_type": "post",
  "canonical_url": "https://bsky.app/profile/taliajane.bsky.social/post/3mvnivmjkys2k",
  "topic_actions": {
    "link": true,
    "cluster": true,
    "promote": true,
    "reasons": {
      "link": [
        "eligible_evidence"
      ],
      "cluster": [
        "music_grounding"
      ],
      "promote": [
        "music_grounding"
      ]
    }
  },
  "schema_version": "social-trend-evidence-v2",
  "query_provenance": {
    "term": "new music",
    "origin": "music_seed",
    "catalog_version": null
  },
  "editorial_relevance": {
    "eligible": true,
    "rejection_reasons": [],
    "relevance_reasons": [
      "music_entertainment"
    ]
  }
}

  • bluesky

    {
  "source": "bluesky",
  "vertical": "music",
  "source_id": "at://did:plc:6kultwvhg4eabtzf2pgcdwys/app.bsky.feed.post/3mvnt2zwl4s2f",
  "engagement": {
    "completeness": "complete",
    "metrics_present": [
      "like_count",
      "repost_count"
    ]
  },
  "acquisition": {
    "path": "official_api",
    "confidence": 0.96,
    "collector_confidence": "high"
  },
  "content_type": "post",
  "canonical_url": "https://bsky.app/profile/yaakoveesh.bsky.social/post/3mvnt2zwl4s2f",
  "topic_actions": {
    "link": true,
    "cluster": true,
    "promote": true,
    "reasons": {
      "link": [
        "eligible_evidence"
      ],
      "cluster": [
        "music_grounding"
      ],
      "promote": [
        "music_grounding"
      ]
    }
  },
  "schema_version": "social-trend-evidence-v2",
  "query_provenance": {
    "term": "music artist",
    "origin": "music_seed",
    "catalog_version": null
  },
  "editorial_relevance": {
    "eligible": true,
    "rejection_reasons": [],
    "relevance_reasons": [
      "music_entertainment"
    ]
  }
}

  • bluesky

    {
  "source": "bluesky",
  "vertical": "music",
  "source_id": "at://did:plc:daafel45qxh43ttkl5uo24jr/app.bsky.feed.post/3mvlj5txsbp23",
  "engagement": {
    "completeness": "complete",
    "metrics_present": [
      "like_count",
      "repost_count"
    ]
  },
  "acquisition": {
    "path": "official_api",
    "confidence": 0.96,
    "collector_confidence": "high"
  },
  "content_type": "post",
  "canonical_url": "https://bsky.app/profile/angellicvoiceasmr.bsky.social/post/3mvlj5txsbp23",
  "topic_actions": {
    "link": true,
    "cluster": true,
    "promote": true,
    "reasons": {
      "link": [
        "eligible_evidence"
      ],
      "cluster": [
        "music_grounding"
      ],
      "promote": [
        "music_grounding"
      ]
    }
  },
  "schema_version": "social-trend-evidence-v2",
  "query_provenance": {
    "term": "new album",
    "origin": "catalog",
    "catalog_version": "multi-vertical-v1"
  },
  "editorial_relevance": {
    "eligible": true,
    "rejection_reasons": [],
    "relevance_reasons": [
      "music_entertainment"
    ]
  }
}

Collection age: 7.8 hours since latest signal. View daily snapshot topic page