Southern_hip_hop_groups	["Organized_Noize", "Ying_Yang_Twins", "2_Live_Crew", "95_South", "Mddl_Fngz", "TrackSlayerz", "Cherish_(group)", "Play-N-Skillz", "Boss_Hogg_Outlawz", "The_Audibles", "Goodie_Mob", "UGK", "Clipse", "Field_Mob", "Crime_Mob", "P$C", "Quad_City_DJ's", "Cool_&_Dre", "J.U.S.T.I.C.E._League", "Oddz_N_Endz", "Kris_Kross", "Big_Tymers", "69_Boyz", "Dem_Franchize_Boyz", "Too_Much_Trouble", "The_Runners", "A.Dd+", "808_Mafia"]
Hip_hop_groups_from_New_York_City	["Flatlinerz", "Ninjasonik", "Beastie_Boys", "Boogie_Down_Productions", "Company_Flow", "Salt-N-Pepa", "ASAP_Mob", "Ultramagnetic_MCs", "Audio_Two", "Fu-Schnickens", "Heltah_Skeltah", "The_Firm_(hip_hop_group)", "Funky_Four_Plus_One", "Mobb_Deep", "Arsonists_(hip_hop_group)", "All_City", "Ill_Al_Skratch", "Masta_Ace_Incorporated", "Harlem_World_(group)", "A_Tribe_Called_Quest", "Lost_Boyz", "Bravehearts", "Camp_Lo", "Diggin'_in_the_Crates_Crew", "Junior_M.A.F.I.A.", "Rob_Base_and_DJ_E-Z_Rock", "Theodore_Unit", "Black_Market_Militia", "GP_Wu", "Sunz_of_Man", "Grandmaster_Flash_and_the_Furious_Five", "Juice_Crew", "Cru_(group)", "Terror_Squad_(group)", "The_Beatnuts", "O.G.C.", "Representativz", "The_Fab_5", "G-Unit", "Onyx_(group)", "Nice_&_Smooth", "Non_Phixion", "Capone-N-Noreaga", "Killarmy", "M.O.P.", "Black_Star_(rap_duo)", "Cella_Dwellas", "The_D.E.Y.", "The_U.M.C.'s", "The_Underachievers", "The_Diplomats", "Da_Beatminerz", "Children_of_the_Corn_(group)", "Showbiz_and_A.G.", "Hoodratz", "Group_Home", "EMC_(hip_hop_group)", "The_Crooklyn_Clan", "Flatbush_Zombies", "Pro_Era", "Armand_Hammer_(music_group)"]
East_Coast_hip_hop_groups	["Brothers_uv_da_Blakmarket", "The_Path_We_Chose_(band)", "House_of_Pain", "Brand_Nubian", "Jungle_Brothers", "Leaders_of_the_New_School", "Poor_Righteous_Teachers", "InI_(hip_hop_group)", "7_Profitz", "Danger_Doom", "Channel_Live", "The_Almighty_RSO", "3rd_Bass", "Original_Concept", "The_Doppelgangaz", "Eric_B._&_Rakim", "Deadly_Venoms", "Lords_of_the_Underground", "The_Bomb_Squad", "The_Ummah", "Artifacts_(group)", "The_Weathermen_(hip_hop_group)", "Leak_Bros.", "Trackmasters", "EPMD", "Main_Source", "City_High", "Boogiemonsters", "Heavy_Metal_Kings", "I.O.U._(hip-hop_group)"]
West_Coast_hip_hop_groups	["U-N-I", "N.W.A", "The_Coup", "Digital_Underground", "Foreign_Legion_(hip_hop_crew)", "Twinz", "The_Federation_(group)", "Lootpack", "The_Team_(band)", "Wataz", "Raw_Fusion", "Beat_Junkies", "Akwid", "Far_East_Movement", "Above_the_Law_(group)", "The_7A3", "Kausion", "Anotha_Level", "Tha_Alkaholiks", "J._J._Fad", "Pac_Div", "Freestyle_Fellowship", "Blu_&_Exile", "Distant_Relatives_(band)", "Meanest_Man_Contest", "Lords_of_Lyrics", "The_Futuristiks"]
Hip_hop_groups_from_Philadelphia,_Pennsylvania	["Chiddy_Bang", "Philly's_Most_Wanted", "The_Roots", "Jedi_Mind_Tricks", "Tuff_Crew", "DJ_Jazzy_Jeff_&_The_Fresh_Prince", "OuterSpace", "State_Property_(group)", "Young_Gunz", "Philadelphia_Slick"]
Midwest_hip_hop_groups	["Maxilla_Blue", "Doomtree", "Santiago_x_The_Natural", "Bone_Thugs-n-Harmony", "Yea_Big_+_Kid_Static", "Illuminati_X", "Tim_&_Bob", "Skatterman_&_Snug_Brim", "Da_Internz", "Crucial_Conflict", "Greenhouse_(music_group)"]
American_hip_hop_group_stubs	["Ces_Cru", "Party_Supplies", "Skull_Gang", "Sid_Roams", "Def_Squad", "5th_Ward_Boyz", "Kids_These_Days_(band)", "FannyPack", "Luniz", "2_in_a_Room", "ABN_(hip_hop_duo)", "Road_Dawgs", "The_Spooks", "Rebel_Krown", "Cash_Money_Millionaires", "Tag_Team_(group)", "Lord_Tariq_and_Peter_Gunz", "Trillville", "YoungBloodZ", "RBL_Posse", "UTP_(group)"]
Detroit_hip_hop_groups	["Natas_(group)", "Legz_Diamond_&_The_Purple_Gang", "Platinum_Pied_Pipers", "Dark_Lotus", "Bad_Meets_Evil", "Slum_Village", "D12"]
