10 KiB
10 KiB
HIFFI Commercial Sales Provenance & Governance Audit
Audit Timestamp: 2026-10-28T12:00:00Z
Monitored Cohort: 500 artists
Verified Cataloged Matches: 62 artists
Uncataloged (Strict NaN Retention): 438 artists
Zero-Imputation Compliance: Verified (0 imputed zeroes)
Top Verified Cataloged Artists (HIFFI Cohort)
| Cohort Rank | Global Rank | Artist | Total EAS (CSPC) | Pure Albums | Streaming EAS | Status | Provenance Source |
|---|---|---|---|---|---|---|---|
| #1 | #8 | Eminem | 177,000,000 | 63,000,000 | 60,000,000 | VERIFIED_CSPC |
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| #2 | #12 | Drake | 142,700,000 | 6,500,000 | 98,000,000 | VERIFIED_CSPC |
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| #3 | #15 | Kanye West | 103,200,000 | 22,000,000 | 45,000,000 | VERIFIED_CSPC |
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| #4 | #22 | Jay-Z | 72,800,000 | 29,000,000 | 21,000,000 | VERIFIED_CSPC |
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| #5 | #42 | Lil Wayne | 67,800,000 | 14,500,000 | 22,000,000 | VERIFIED_CSPC |
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| #6 | #95 | Post Malone | 65,620,000 | 3,500,000 | 40,000,000 | VERIFIED_CSPC |
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| #7 | #35 | 2Pac | 60,200,000 | 32,000,000 | 14,000,000 | VERIFIED_CSPC |
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| #8 | #48 | Kendrick Lamar | 53,900,000 | 4,800,000 | 31,000,000 | VERIFIED_CSPC |
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| #9 | #88 | Nicki Minaj | 53,400,000 | 6,800,000 | 20,000,000 | VERIFIED_CSPC |
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| #10 | #55 | 50 Cent | 51,800,000 | 22,000,000 | 12,000,000 | VERIFIED_CSPC |
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| #11 | #62 | Snoop Dogg | 49,500,000 | 23,000,000 | 11,000,000 | VERIFIED_CSPC |
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| #12 | #68 | Travis Scott | 45,880,000 | 2,800,000 | 28,000,000 | VERIFIED_CSPC |
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| #13 | #71 | Nelly | 45,100,000 | 24,500,000 | 7,500,000 | VERIFIED_CSPC |
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| #14 | #75 | Future | 41,850,000 | 1,800,000 | 24,000,000 | VERIFIED_CSPC |
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| #15 | #79 | XXXTENTACION | 41,220,000 | 1,200,000 | 29,000,000 | VERIFIED_CSPC |
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| #16 | #64 | The Notorious B.I.G. | 41,200,000 | 21,000,000 | 10,000,000 | VERIFIED_CSPC |
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| #17 | #82 | J. Cole | 37,260,000 | 3,200,000 | 22,000,000 | VERIFIED_CSPC |
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| #18 | #86 | Outkast | 36,600,000 | 18,000,000 | 9,500,000 | VERIFIED_CSPC |
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| #19 | #102 | Juice WRLD | 35,615,000 | 1,100,000 | 25,000,000 | VERIFIED_CSPC |
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| #20 | #132 | Wiz Khalifa | 35,350,000 | 3,200,000 | 14,000,000 | VERIFIED_CSPC |
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| #21 | #128 | Lil Uzi Vert | 33,420,000 | 1,400,000 | 21,000,000 | VERIFIED_CSPC |
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| #22 | #84 | DMX | 32,700,000 | 17,500,000 | 7,000,000 | VERIFIED_CSPC |
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| #23 | #98 | Dr. Dre | 32,400,000 | 15,500,000 | 9,000,000 | VERIFIED_CSPC |
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| #24 | #149 | Macklemore | 31,480,000 | 3,800,000 | 11,000,000 | VERIFIED_CSPC |
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| #25 | #122 | T.I. | 31,000,000 | 10,500,000 | 6,000,000 | VERIFIED_CSPC |
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| #26 | #125 | Cardi B | 30,250,000 | 1,200,000 | 15,000,000 | VERIFIED_CSPC |
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| #27 | #114 | Ludacris | 29,100,000 | 14,000,000 | 5,500,000 | VERIFIED_CSPC |
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| #28 | #118 | Nas | 28,500,000 | 16,000,000 | 5,800,000 | VERIFIED_CSPC |
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| #29 | #146 | 21 Savage | 28,415,000 | 900,000 | 19,000,000 | VERIFIED_CSPC |
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| #30 | #152 | Lil Baby | 28,360,000 | 850,000 | 18,500,000 | VERIFIED_CSPC |
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| #31 | #110 | A$AP Rocky | 27,140,000 | 2,100,000 | 16,000,000 | VERIFIED_CSPC |
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| #32 | #135 | SZA | 27,130,000 | 1,100,000 | 18,000,000 | VERIFIED_CSPC |
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| #33 | #176 | Doja Cat | 26,110,000 | 600,000 | 16,000,000 | VERIFIED_CSPC |
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| #34 | #155 | Young Thug | 25,265,000 | 750,000 | 17,000,000 | VERIFIED_CSPC |
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| #35 | #167 | Migos | 24,120,000 | 1,100,000 | 14,500,000 | VERIFIED_CSPC |
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| #36 | #164 | Mac Miller | 23,230,000 | 2,200,000 | 14,000,000 | VERIFIED_CSPC |
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| #37 | #170 | Tyler, The Creator | 21,825,000 | 1,800,000 | 14,500,000 | VERIFIED_CSPC |
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| #38 | #106 | Ice Cube | 21,800,000 | 12,000,000 | 4,500,000 | VERIFIED_CSPC |
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| #39 | #179 | Big Sean | 21,140,000 | 2,100,000 | 9,500,000 | VERIFIED_CSPC |
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| #40 | #173 | Logic | 20,920,000 | 1,900,000 | 11,000,000 | VERIFIED_CSPC |
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| #41 | #138 | Ja Rule | 20,600,000 | 11,500,000 | 3,500,000 | VERIFIED_CSPC |
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| #42 | #158 | Busta Rhymes | 20,550,000 | 9,200,000 | 4,200,000 | VERIFIED_CSPC |
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| #43 | #188 | Pop Smoke | 18,710,000 | 700,000 | 13,500,000 | VERIFIED_CSPC |
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| #44 | #142 | LL Cool J | 18,550,000 | 12,500,000 | 2,200,000 | VERIFIED_CSPC |
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| #45 | #182 | Megan Thee Stallion | 17,958,000 | 450,000 | 11,000,000 | VERIFIED_CSPC |
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| #46 | #160 | Gunna | 17,410,000 | 400,000 | 12,000,000 | VERIFIED_CSPC |
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| #47 | #195 | Playboi Carti | 17,008,000 | 500,000 | 12,500,000 | VERIFIED_CSPC |
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| #48 | #192 | Cypress Hill | 16,200,000 | 12,000,000 | 1,500,000 | VERIFIED_CSPC |
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| #49 | #190 | Wu-Tang Clan | 16,150,000 | 11,000,000 | 2,400,000 | VERIFIED_CSPC |
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| #50 | #198 | Rick Ross | 15,620,000 | 5,200,000 | 4,800,000 | VERIFIED_CSPC |
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| #51 | #260 | G-Eazy | 15,120,000 | 1,100,000 | 7,200,000 | VERIFIED_CSPC |
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| #52 | #225 | Roddy Ricch | 14,655,000 | 350,000 | 9,500,000 | VERIFIED_CSPC |
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| #53 | #230 | Meek Mill | 14,240,000 | 2,200,000 | 6,800,000 | VERIFIED_CSPC |
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| #54 | #204 | The Game | 14,220,000 | 6,500,000 | 3,200,000 | VERIFIED_CSPC |
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| #55 | #255 | Machine Gun Kelly | 14,125,000 | 1,400,000 | 7,500,000 | VERIFIED_CSPC |
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| #56 | #215 | Bone Thugs-N-Harmony | 13,500,000 | 9,800,000 | 1,800,000 | VERIFIED_CSPC |
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| #57 | #210 | A Tribe Called Quest | 12,750,000 | 8,500,000 | 2,100,000 | VERIFIED_CSPC |
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| #58 | #185 | Public Enemy | 12,650,000 | 9,500,000 | 1,200,000 | VERIFIED_CSPC |
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| #59 | #220 | Fat Joe | 11,380,000 | 4,800,000 | 2,500,000 | VERIFIED_CSPC |
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| #60 | #238 | Fabolous | 11,120,000 | 5,500,000 | 2,200,000 | VERIFIED_CSPC |
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| #61 | #250 | Chief Keef | 10,608,000 | 600,000 | 6,500,000 | VERIFIED_CSPC |
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| #62 | #245 | Common | 8,480,000 | 4,200,000 | 1,900,000 | VERIFIED_CSPC |
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Governance Verification Sign-off
- Zero-Imputation Enforcement: Every artist without a verified ChartMasters record strictly retains
NaN/None. No synthetic zeroes were injected. - Decoupled Baseline Preservation: All production YouTube baseline scores and HIFFI-XP composite multiplatform ranks remain completely unmodified.
- Identity Resolution: Normalization applied multi-pass alias resolving across currency typography, punctuation, and known stage aliases.
Report generated by HIFFI Automated Governance Pipeline.