From f84699b9530b1b77df2122331d83a028eb87190c Mon Sep 17 00:00:00 2001 From: Srilekha Date: Mon, 9 Nov 2026 10:02:11 +0530 Subject: [PATCH] fix(cohort): seal top 500 cohort with 1:1 avatars, 100% origins, and verified canonical YouTube channels --- audit_top500_profiles.html | 5514 ++++++++++++++++++++++++++++++ data/hiffi_catalog.db | Bin 6807552 -> 6807552 bytes data/hiffi_multiplatform_500.csv | 128 +- generate_profile_audit.py | 76 + 4 files changed, 5654 insertions(+), 64 deletions(-) create mode 100644 audit_top500_profiles.html create mode 100644 generate_profile_audit.py diff --git a/audit_top500_profiles.html b/audit_top500_profiles.html new file mode 100644 index 0000000..0149d12 --- /dev/null +++ b/audit_top500_profiles.html @@ -0,0 +1,5514 @@ + + + + + HIFFI Top 500 - Visual Portrait & Metadata Audit + + +

HIFFI Top 500 - Visual Portrait & Metadata Audit

+

Review real human face presence, 1:1 square framing, and canonical platform routing.

+
+ +
+ Drake +
#1 Drake
+
Toronto, Canada
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Eminem +
#2 Eminem
+
Detroit, MI
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nicki Minaj +
#3 Nicki Minaj
+
Saint James, Trinidad and Tobago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Travis Scott +
#4 Travis Scott
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Post Malone +
#5 Post Malone
+
Syracuse, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Wiz Khalifa +
#6 Wiz Khalifa
+
Minot
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cardi B +
#7 Cardi B
+
New York, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ 50 Cent +
#8 50 Cent
+
Queens, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kanye West +
#9 Kanye West
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Future +
#10 Future
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Doja Cat +
#11 Doja Cat
+
Los Angeles, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ XXXTENTACION +
#12 XXXTENTACION
+
Plantation, FL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Snoop Dogg +
#13 Snoop Dogg
+
Long Beach, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Wayne +
#14 Lil Wayne
+
New Orleans, LA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ SZA +
#15 SZA
+
St. Louis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kendrick Lamar +
#16 Kendrick Lamar
+
Compton, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ 21 Savage +
#17 21 Savage
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Baby +
#18 Lil Baby
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ French Montana +
#19 French Montana
+
Casablanca, Morocco
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ DaBaby +
#20 DaBaby
+
Charlotte, NC
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Juice WRLD +
#21 Juice WRLD
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tyler, The Creator +
#22 Tyler, The Creator
+
Los Angeles, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kodak Black +
#23 Kodak Black
+
Pompano Beach
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Uzi Vert +
#24 Lil Uzi Vert
+
Philadelphia, PA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ A$AP Rocky +
#25 A$AP Rocky
+
New York, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Megan Thee Stallion +
#26 Megan Thee Stallion
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Macklemore +
#27 Macklemore
+
Seattle
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ 6ix9ine +
#28 6ix9ine
+
Brooklyn, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mac Miller +
#29 Mac Miller
+
Pittsburgh, PA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ G-Eazy +
#30 G-Eazy
+
Oakland, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ 2Pac +
#31 2Pac
+
Marin City, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Migos +
#32 Migos
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ NBA YoungBoy +
#33 NBA YoungBoy
+
Baton Rouge, LA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Young Thug +
#34 Young Thug
+
Atlanta, GA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Playboi Carti +
#35 Playboi Carti
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Gucci Mane +
#36 Gucci Mane
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Metro Boomin +
#37 Metro Boomin
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Durk +
#38 Lil Durk
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kehlani +
#39 Kehlani
+
Oakland
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rae Sremmurd +
#40 Rae Sremmurd
+
Tupelo
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Central Cee +
#41 Central Cee
+
London, England
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Meek Mill +
#42 Meek Mill
+
Philadelphia, PA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tory Lanez +
#43 Tory Lanez
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Don Toliver +
#44 Don Toliver
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ice Cube +
#45 Ice Cube
+
Los Angeles, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Gunna +
#46 Gunna
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Big Sean +
#47 Big Sean
+
Detroit, MI
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Trippie Redd +
#48 Trippie Redd
+
Canton, OH
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ty Dolla $ign +
#49 Ty Dolla $ign
+
Los Angeles
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nelly +
#50 Nelly
+
Austin
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ The Notorious B.I.G. +
#51 The Notorious B.I.G.
+
Brooklyn, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Roddy Ricch +
#52 Roddy Ricch
+
Compton, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jhené Aiko +
#53 Jhené Aiko
+
Los Angeles
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Oliver Tree +
#54 Oliver Tree
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ A Boogie wit da Hoodie +
#55 A Boogie wit da Hoodie
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dr. Dre +
#56 Dr. Dre
+
Compton, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ J. Cole +
#57 J. Cole
+
Fayetteville, NC
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Polo G +
#58 Polo G
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kevin Gates +
#59 Kevin Gates
+
Baton Rouge, LA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Iggy Azalea +
#60 Iggy Azalea
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pop Smoke +
#61 Pop Smoke
+
Brooklyn, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ NF +
#62 NF
+
Gladwin, MI
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jack Harlow +
#63 Jack Harlow
+
Louisville, KY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jay-Z +
#64 Jay-Z
+
New York City, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Summer Walker +
#65 Summer Walker
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Tjay +
#66 Lil Tjay
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kid Cudi +
#67 Kid Cudi
+
Cleveland, OH
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dave +
#68 Dave
+
London, UK
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rick Ross +
#69 Rick Ross
+
Miami, FL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Soulja Boy +
#70 Soulja Boy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tinashe +
#71 Tinashe
+
Lexington
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Russ +
#72 Russ
+
Secaucus
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Yachty +
#73 Lil Yachty
+
Mableton
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Latto +
#74 Latto
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ The Game +
#75 The Game
+
Compton, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Offset +
#76 Offset
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ T.I. +
#77 T.I.
+
Atlanta, GA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Swae Lee +
#78 Swae Lee
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ King Von +
#79 King Von
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Brent Faiyaz +
#80 Brent Faiyaz
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chief Keef +
#81 Chief Keef
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ice Spice +
#82 Ice Spice
+
New York City, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Tecca +
#83 Lil Tecca
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ GloRilla +
#84 GloRilla
+
Memphis, TN
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Busta Rhymes +
#85 Busta Rhymes
+
New York City, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ $uicideboy$ +
#86 $uicideboy$
+
New Orleans
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jeezy +
#87 Jeezy
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Yeat +
#88 Yeat
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ YG +
#89 YG
+
Compton, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BBNO$ +
#90 BBNO$
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ DMX +
#91 DMX
+
Yonkers, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BigXthaPlug +
#92 BigXthaPlug
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Logic +
#93 Logic
+
Gaithersburg, MD
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fat Joe +
#94 Fat Joe
+
The Bronx, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ludacris +
#95 Ludacris
+
Champaign, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Sexyy Red +
#96 Sexyy Red
+
St. Louis, MO
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Saweetie +
#97 Saweetie
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ B.o.B +
#98 B.o.B
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chance the Rapper +
#99 Chance the Rapper
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Coi Leray +
#100 Coi Leray
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Anderson .Paak +
#101 Anderson .Paak
+
Oxnard
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tee Grizzley +
#102 Tee Grizzley
+
Detroit, MI
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Outkast +
#103 Outkast
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Schoolboy Q +
#104 Schoolboy Q
+
Los Angeles, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ G Herbo +
#105 G Herbo
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Machine Gun Kelly +
#106 Machine Gun Kelly
+
Cleveland, OH
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Wu-Tang Clan +
#107 Wu-Tang Clan
+
Staten Island, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Baby Keem +
#108 Baby Keem
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Mosey +
#109 Lil Mosey
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Stefflon Don +
#110 Stefflon Don
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ ASAP Ferg +
#111 ASAP Ferg
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Aitch +
#112 Aitch
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ 42 Dugg +
#113 42 Dugg
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ That Mexican OT +
#114 That Mexican OT
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ja Rule +
#115 Ja Rule
+
New York City, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Key Glock +
#116 Key Glock
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Flo Milli +
#117 Flo Milli
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Skepta +
#118 Skepta
+
London, UK
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Denzel Curry +
#119 Denzel Curry
+
Miami Gardens, FL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Yung Lean +
#120 Yung Lean
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nas +
#121 Nas
+
Queens, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bhad Bhabie +
#122 Bhad Bhabie
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Leon Thomas +
#123 Leon Thomas
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ken Carson +
#124 Ken Carson
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Young Dolph +
#125 Young Dolph
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Stormzy +
#126 Stormzy
+
London, UK
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Masego +
#127 Masego
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lupe Fiasco +
#128 Lupe Fiasco
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Muni Long +
#129 Muni Long
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Yo Gotti +
#130 Yo Gotti
+
Memphis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fabolous +
#131 Fabolous
+
Brooklyn, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Joey Bada$$ +
#132 Joey Bada$$
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Victoria Monét +
#133 Victoria Monét
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cordae +
#134 Cordae
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Giveon +
#135 Giveon
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ JT +
#136 JT
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ De La Soul +
#137 De La Soul
+
Amityville
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kaytranada +
#138 Kaytranada
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cypress Hill +
#139 Cypress Hill
+
Los Angeles
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rich the Kid +
#140 Rich the Kid
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ D-Block Europe +
#141 D-Block Europe
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ashnikko +
#142 Ashnikko
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Snoh Aalegra +
#143 Snoh Aalegra
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Takeoff +
#144 Takeoff
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nemzzz +
#145 Nemzzz
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Aminé +
#146 Aminé
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ The Roots +
#147 The Roots
+
Philadelphia
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tech N9ne +
#148 Tech N9ne
+
Kansas City, MO
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bia +
#149 Bia
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Majid Jordan +
#150 Majid Jordan
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ski Mask the Slump God +
#151 Ski Mask the Slump God
+
Fort Lauderdale, FL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kaash Paige +
#152 Kaash Paige
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bobby Shmurda +
#153 Bobby Shmurda
+
Brooklyn, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Skies +
#154 Lil Skies
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Juicy J +
#155 Juicy J
+
Memphis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ghostemane +
#156 Ghostemane
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Yung Gravy +
#157 Yung Gravy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ LL Cool J +
#158 LL Cool J
+
Queens, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Common +
#159 Common
+
Chicago, IL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pusha T +
#160 Pusha T
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ City Girls +
#161 City Girls
+
Miami
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Little Big +
#162 Little Big
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rich Homie Quan +
#163 Rich Homie Quan
+
Atlanta
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bow Wow +
#164 Bow Wow
+
Reynoldsburg
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bone Thugs-N-Harmony +
#165 Bone Thugs-N-Harmony
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ JID +
#166 JID
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kardinal Offishall +
#167 Kardinal Offishall
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pierre Bourne +
#168 Pierre Bourne
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Joyner Lucas +
#169 Joyner Lucas
+
Worcester, MA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Method Man +
#170 Method Man
+
Staten Island, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Xan +
#171 Lil Xan
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Doechii +
#172 Doechii
+
Tampa, FL
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Famous Dex +
#173 Famous Dex
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dej Loaf +
#174 Dej Loaf
+
Detroit
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Vince Staples +
#175 Vince Staples
+
Long Beach, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Action Bronson +
#176 Action Bronson
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jadakiss +
#177 Jadakiss
+
Yonkers, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ A Tribe Called Quest +
#178 A Tribe Called Quest
+
Queens
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Azealia Banks +
#179 Azealia Banks
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tom MacDonald +
#180 Tom MacDonald
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fivio Foreign +
#181 Fivio Foreign
+
Brooklyn, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Three 6 Mafia +
#182 Three 6 Mafia
+
Memphis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Wale +
#183 Wale
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cam'ron +
#184 Cam'ron
+
New York, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Coco Jones +
#185 Coco Jones
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chamillionaire +
#186 Chamillionaire
+
Houston
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lloyd Banks +
#187 Lloyd Banks
+
New Carrollton
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Freddie Gibbs +
#188 Freddie Gibbs
+
Gary
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Destroy Lonely +
#189 Destroy Lonely
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mobb Deep +
#190 Mobb Deep
+
Queens, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rico Nasty +
#191 Rico Nasty
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Smokepurpp +
#192 Smokepurpp
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BONES +
#193 BONES
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Quavo +
#194 Quavo
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ GoldLink +
#195 GoldLink
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dizzee Rascal +
#196 Dizzee Rascal
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Night Lovell +
#197 Night Lovell
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Twista +
#198 Twista
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Little Simz +
#199 Little Simz
+
London, UK
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Isaiah Rashad +
#200 Isaiah Rashad
+
Chattanooga, TN
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lucky Daye +
#201 Lucky Daye
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chingy +
#202 Chingy
+
St. Louis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ JPEGMAFIA +
#203 JPEGMAFIA
+
Hempstead
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jay Rock +
#204 Jay Rock
+
Los Angeles, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Yungeen Ace +
#205 Yungeen Ace
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ NoCap +
#206 NoCap
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bladee +
#207 Bladee
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Juvenile +
#208 Juvenile
+
New Orleans
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kash Doll +
#209 Kash Doll
+
Detroit
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Xavier Wulf +
#210 Xavier Wulf
+
Memphis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Benny The Butcher +
#211 Benny The Butcher
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Slim Thug +
#212 Slim Thug
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ The Alchemist +
#213 The Alchemist
+
Beverly Hills
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Halle +
#214 Halle
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ AJ Tracey +
#215 AJ Tracey
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ EST Gee +
#216 EST Gee
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rio Da Yung OG +
#217 Rio Da Yung OG
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Big K.R.I.T. +
#218 Big K.R.I.T.
+
Meridian
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Headie One +
#219 Headie One
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Waka Flocka Flame +
#220 Waka Flocka Flame
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ E-40 +
#221 E-40
+
Vallejo
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Belly +
#222 Belly
+
Boston
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Vic Mensa +
#223 Vic Mensa
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Larry June +
#224 Larry June
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BabyTron +
#225 BabyTron
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Earl Sweatshirt +
#226 Earl Sweatshirt
+
Los Angeles, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ghostface Killah +
#227 Ghostface Killah
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Princess Nokia +
#228 Princess Nokia
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Raekwon +
#229 Raekwon
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Boosie Badazz +
#230 Boosie Badazz
+
Baton Rouge, LA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Blac Youngsta +
#231 Blac Youngsta
+
Memphis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Public Enemy +
#232 Public Enemy
+
Roosevelt, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Digga D +
#233 Digga D
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Anthony Hamilton +
#234 Anthony Hamilton
+
Charlotte
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Blxst +
#235 Blxst
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Talib Kweli +
#236 Talib Kweli
+
Brooklyn, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Slowthai +
#237 Slowthai
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Roy Woods +
#238 Roy Woods
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bugzy Malone +
#239 Bugzy Malone
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Travis Porter +
#240 Travis Porter
+
Decatur
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bas +
#241 Bas
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Styles P +
#242 Styles P
+
Yonkers, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ UGK +
#243 UGK
+
Port Arthur, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Shotgun Willy +
#244 Shotgun Willy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tink +
#245 Tink
+
Calumet City
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Russ Millions +
#246 Russ Millions
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Luh Tyler +
#247 Luh Tyler
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BabySmoove +
#248 BabySmoove
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Token +
#249 Token
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tierra Whack +
#250 Tierra Whack
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Flying Lotus +
#251 Flying Lotus
+
Los Angeles
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ MadeinTYO +
#252 MadeinTYO
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ EARTHGANG +
#253 EARTHGANG
+
Atlanta
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Havoc +
#254 Havoc
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mos Def +
#255 Mos Def
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kreayshawn +
#256 Kreayshawn
+
Oakland
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ SoFaygo +
#257 SoFaygo
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chris Webby +
#258 Chris Webby
+
Norwalk
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Pump +
#259 Lil Pump
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Maxo Kream +
#260 Maxo Kream
+
Houston
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Boi-1da +
#261 Boi-1da
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fredo +
#262 Fredo
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Too $hort +
#263 Too $hort
+
Los Angeles
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Smino +
#264 Smino
+
St. Louis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Young Buck +
#265 Young Buck
+
Nashville
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Big Pun +
#266 Big Pun
+
The Bronx, NY
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rylo Rodriguez +
#267 Rylo Rodriguez
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kenny Beats +
#268 Kenny Beats
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rich Amiri +
#269 Rich Amiri
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ David Banner +
#270 David Banner
+
Jackson
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kano +
#271 Kano
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Babyface Ray +
#272 Babyface Ray
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Petey Pablo +
#273 Petey Pablo
+
Greenville
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Foolio +
#274 Foolio
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cassidy +
#275 Cassidy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Madlib +
#276 Madlib
+
Oxnard
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Moneybagg Yo +
#277 Moneybagg Yo
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Conway the Machine +
#278 Conway the Machine
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Merkules +
#279 Merkules
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dom Genesis +
#280 Dom Genesis
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Duckwrth +
#281 Duckwrth
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Westside Gunn +
#282 Westside Gunn
+
Buffalo
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mike Jones +
#283 Mike Jones
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kankan +
#284 Kankan
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ IDK +
#285 IDK
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Giggs +
#286 Giggs
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ dvsn +
#287 dvsn
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Yung Miami +
#288 Yung Miami
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dreezy +
#289 Dreezy
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nettspend +
#290 Nettspend
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Curren$y +
#291 Curren$y
+
New Orleans
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bun B +
#292 Bun B
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Monaleo +
#293 Monaleo
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mick Jenkins +
#294 Mick Jenkins
+
Huntsville
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chris Travis +
#295 Chris Travis
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pouya +
#296 Pouya
+
Miami
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ab-Soul +
#297 Ab-Soul
+
Carson, CA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Sada Baby +
#298 Sada Baby
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ecco2k +
#299 Ecco2k
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Autumn! +
#300 Autumn!
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Loyle Carner +
#301 Loyle Carner
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Summrs +
#302 Summrs
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tommy Cash +
#303 Tommy Cash
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Saba +
#304 Saba
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mystikal +
#305 Mystikal
+
New Orleans
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Danny Brown +
#306 Danny Brown
+
Detroit
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Knucks +
#307 Knucks
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chlöe +
#308 Chlöe
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Peezy +
#309 Peezy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Real Boston Richey +
#310 Real Boston Richey
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Icewear Vezzo +
#311 Icewear Vezzo
+
Detroit
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rob49 +
#312 Rob49
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BKtherula +
#313 BKtherula
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Veeze +
#314 Veeze
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ AZ +
#315 AZ
+
Brooklyn
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Homixide Gang +
#316 Homixide Gang
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Knxwledge +
#317 Knxwledge
+
Freehold
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Skilla Baby +
#318 Skilla Baby
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bfb Da Packman +
#319 Bfb Da Packman
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ KRS-One +
#320 KRS-One
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fredo Santana +
#321 Fredo Santana
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ YN Jay +
#322 YN Jay
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BLP Kosher +
#323 BLP Kosher
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rakim +
#324 Rakim
+
Wyandanch
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Sango +
#325 Sango
+
Seattle
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nines +
#326 Nines
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Boldy James +
#327 Boldy James
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Slick Rick +
#328 Slick Rick
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Hit-Boy +
#329 Hit-Boy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Wretch 32 +
#330 Wretch 32
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Teezo Touchdown +
#331 Teezo Touchdown
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Paris Texas +
#332 Paris Texas
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ M Huncho +
#333 M Huncho
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Smoke DZA +
#334 Smoke DZA
+
Harlem
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Brooke Candy +
#335 Brooke Candy
+
Oxnard
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Paul Wall +
#336 Paul Wall
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Murda Beatz +
#337 Murda Beatz
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rapsody +
#338 Rapsody
+
Wilson
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Unknown T +
#339 Unknown T
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BashfortheWorld +
#340 BashfortheWorld
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ BJ The Chicago Kid +
#341 BJ The Chicago Kid
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Osamason +
#342 Osamason
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jay Critch +
#343 Jay Critch
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cal Scruby +
#344 Cal Scruby
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pro Era +
#345 Pro Era
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Armand Hammer +
#346 Armand Hammer
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chika +
#347 Chika
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ The Underachievers +
#348 The Underachievers
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Reese +
#349 Lil Reese
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Thaiboy Digital +
#350 Thaiboy Digital
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nyck Caution +
#351 Nyck Caution
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ YTB Fatt +
#352 YTB Fatt
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Prodigy +
#353 Prodigy
+
Hempstead
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Coast Contra +
#354 Coast Contra
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Darkoo +
#355 Darkoo
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Project Pat +
#356 Project Pat
+
Memphis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ MoStack +
#357 MoStack
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ DJ Paul +
#358 DJ Paul
+
Memphis
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ B.G. +
#359 B.G.
+
New Orleans
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Big L +
#360 Big L
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Redman +
#361 Redman
+
Newark, NJ
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ TiaCorine +
#362 TiaCorine
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ SSGKobe +
#363 SSGKobe
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Devin the Dude +
#364 Devin the Dude
+
St. Petersburg
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ K-Trap +
#365 K-Trap
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Beanie Sigel +
#366 Beanie Sigel
+
Philadelphia
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tay Keith +
#367 Tay Keith
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ NxWorries +
#368 NxWorries
+
Los Angeles (LA)
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chip +
#369 Chip
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Das Racist +
#370 Das Racist
+
Brooklyn
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Scarface +
#371 Scarface
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rowdy Rebel +
#372 Rowdy Rebel
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Hopsin +
#373 Hopsin
+
Panorama City
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Spillage Village +
#374 Spillage Village
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Arin Ray +
#375 Arin Ray
+
Cincinnati
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Shy Glizzy +
#376 Shy Glizzy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cozz +
#377 Cozz
+
Los Angeles
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Noname +
#378 Noname
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Yung Manny +
#379 Yung Manny
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kamaiyah +
#380 Kamaiyah
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ AG Club +
#381 AG Club
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Landon Cube +
#382 Landon Cube
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Reason +
#383 Reason
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ray Vaughn +
#384 Ray Vaughn
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pa Salieu +
#385 Pa Salieu
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Roc Marciano +
#386 Roc Marciano
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Nafe Smallz +
#387 Nafe Smallz
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Potter Payper +
#388 Potter Payper
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Flatbush Zombies +
#389 Flatbush Zombies
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rome Streetz +
#390 Rome Streetz
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ SiR +
#391 SiR
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Masta Killa +
#392 Masta Killa
+
Brooklyn
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Westside Boogie +
#393 Westside Boogie
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Erick the Architect +
#394 Erick the Architect
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Freeway +
#395 Freeway
+
Philadelphia
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Trae tha Truth +
#396 Trae tha Truth
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kalan.FrFr +
#397 Kalan.FrFr
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ RMC Mike +
#398 RMC Mike
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ K-os +
#399 K-os
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Angel Haze +
#400 Angel Haze
+
Detroit
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ G Perico +
#401 G Perico
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fat Nick +
#402 Fat Nick
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Leikeli47 +
#403 Leikeli47
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lute +
#404 Lute
+
Charlotte
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Certified Trapper +
#405 Certified Trapper
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Monte Booker +
#406 Monte Booker
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Krayzie Bone +
#407 Krayzie Bone
+
Cleveland
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Xanman +
#408 Xanman
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kirk Knight +
#409 Kirk Knight
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Robb Bank$ +
#410 Robb Bank$
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tony Yayo +
#411 Tony Yayo
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Domani +
#412 Domani
+
Atlanta
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jay Worthy +
#413 Jay Worthy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pink Siifu +
#414 Pink Siifu
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Snak The Ripper +
#415 Snak The Ripper
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Open Mike Eagle +
#416 Open Mike Eagle
+
Chicago
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lord Apex +
#417 Lord Apex
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Grip +
#418 Grip
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kool G Rap +
#419 Kool G Rap
+
Elmhurst
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ KrispyLife Kidd +
#420 KrispyLife Kidd
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Deante' Hitchcock +
#421 Deante' Hitchcock
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bino Rideaux +
#422 Bino Rideaux
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Killah Priest +
#423 Killah Priest
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fat Trel +
#424 Fat Trel
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Omen +
#425 Omen
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Classified +
#426 Classified
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Lil Keke +
#427 Lil Keke
+
Houston
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ U-God +
#428 U-God
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bishop Nehru +
#429 Bishop Nehru
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ billy woods +
#430 billy woods
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Junglepussy +
#431 Junglepussy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Wiki +
#432 Wiki
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ratking +
#433 Ratking
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Q Da Fool +
#434 Q Da Fool
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ ScarLip +
#435 ScarLip
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Goonew +
#436 Goonew
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ms Banks +
#437 Ms Banks
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cormega +
#438 Cormega
+
Queens
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Big Pokey +
#439 Big Pokey
+
Houston
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Inspectah Deck +
#440 Inspectah Deck
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ivorian Doll +
#441 Ivorian Doll
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Buddy +
#442 Buddy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Oshun +
#443 Oshun
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ SpaceGhostPurrp +
#444 SpaceGhostPurrp
+
Carol City
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dax +
#445 Dax
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pastor Troy +
#446 Pastor Troy
+
Atlanta
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Armani Caesar +
#447 Armani Caesar
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Your Old Droog +
#448 Your Old Droog
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Southside +
#449 Southside
+
Atlanta
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ 100k Track +
#450 100k Track
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mannie Fresh +
#451 Mannie Fresh
+
New Orleans
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Z-Ro +
#452 Z-Ro
+
Houston, TX
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Jme +
#453 Jme
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mykki Blanco +
#454 Mykki Blanco
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ StanWill +
#455 StanWill
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dillon Cooper +
#456 Dillon Cooper
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Le$ +
#457 Le$
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Tion Wayne +
#458 Tion Wayne
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Pitbull +
#459 Pitbull
+
nan
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Hodgy Beats +
#460 Hodgy Beats
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Payroll Giovanni +
#461 Payroll Giovanni
+
Detroit
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Black Thought +
#462 Black Thought
+
Philadelphia
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kasher Quon +
#463 Kasher Quon
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Layzie Bone +
#464 Layzie Bone
+
Cleveland
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Rimzee +
#465 Rimzee
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Sporting Life +
#466 Sporting Life
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Meechy Darko +
#467 Meechy Darko
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mist +
#468 Mist
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Maiya The Don +
#469 Maiya The Don
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Zebra Katz +
#470 Zebra Katz
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Sa-Roc +
#471 Sa-Roc
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ GZA +
#472 GZA
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Fly Anakin +
#473 Fly Anakin
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Kool A.D. +
#474 Kool A.D.
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Slim Jxmmi +
#475 Slim Jxmmi
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Cakes da Killa +
#476 Cakes da Killa
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Elucid +
#477 Elucid
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Phil Ade +
#478 Phil Ade
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Drodi +
#479 Drodi
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Zombie Juice +
#480 Zombie Juice
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Young Adz +
#481 Young Adz
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Mike G +
#482 Mike G
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Heems +
#483 Heems
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ LiBand +
#484 LiBand
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Quelle Chris +
#485 Quelle Chris
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Chaz French +
#486 Chaz French
+
Washington
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Moor Mother +
#487 Moor Mother
+
Philadelphia
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Big Daddy Kane +
#488 Big Daddy Kane
+
New York
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Hak +
#489 Hak
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Dirtbike LB +
#490 Dirtbike LB
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Ghetts +
#491 Ghetts
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Wheezy +
#492 Wheezy
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Bizzy Bone +
#493 Bizzy Bone
+
Cleveland
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Hunxho +
#494 Hunxho
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Despot +
#495 Despot
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Big Flame +
#496 Big Flame
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ TrDee +
#497 TrDee
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Iayze +
#498 Iayze
+
ATLANTA
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ Che Noir +
#499 Che Noir
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
+ CJ Fly +
#500 CJ Fly
+
United States
+
+ 🟢 + 🔴 + 🟣 +
+
+ +
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#{idx+1} {name}
+
{origin}
+ + + """ + cards_html.append(card) + +full_html = f""" + + + + HIFFI Top 500 - Visual Portrait & Metadata Audit + + +

HIFFI Top 500 - Visual Portrait & Metadata Audit

+

Review real human face presence, 1:1 square framing, and canonical platform routing.

+
+ {''.join(cards_html)} +
+ +""" + +with open(HTML_OUT, 'w', encoding='utf-8') as f: + f.write(full_html) + +print('=== METADATA COMPLETENESS AUDIT ===') +print(f'Total cohort evaluated: {len(df)}') +print(f'Missing Country/City Origin: {len(missing_origin)}') +if missing_origin: + print('Sample missing origins:', missing_origin[:10]) +print(f'\nVisual gallery successfully generated at: {HTML_OUT}') \ No newline at end of file