{
  "schema_version": "1.2",
  "title": "Arvind's Music Brain & Sound-System Taste Graph",
  "source_repo": "venkatron/spotify-library-taxonomy-fixer",
  "connected_surfaces": [
    "https://library-atlas.pplx.app",
    "https://spotify-library-taxonomy-fixer.pages.dev",
    "venkatron/Chirp (CHIRP DJ deck, SHRIKE beat-slicer, CLUTCH pattern bench, ROOKERY intake, MOLT visualizers)",
    "Suno Prompting & Style Signatures (user:style-signatures, user:suno-prompting)"
  ],
  "acoustic_provenance": {
    "taxonomy_corridor": 17601,
    "preview_dsp": 77,
    "acousticbrainz": 4,
    "tag_parsed": 4
  },
  "library_summary": {
    "total_tracks": 17686,
    "classified_tracks": 17620,
    "unsorted_tracks": 66,
    "l1_genres": {
      "electronic": 7687,
      "hip_hop": 2728,
      "world": 1385,
      "rock": 1357,
      "soundtrack": 1180,
      "soul": 858,
      "asian_pop": 743,
      "latin": 591,
      "reggae": 474,
      "indian": 378,
      "jazz": 192,
      "unsorted": 66,
      "classical": 47
    },
    "bpm_corridors": {
      "102_126_house_afro_disco": 7824,
      "138_156_drill_grime_mecha": 3871,
      "128_136_baile_ukg_breaks": 2659,
      "80_100_downtempo_boombap": 2552,
      "158_176_jungle_dnb_footwork": 780
    },
    "camelot_distribution": {
      "5A": 3137,
      "8A": 3106,
      "6A": 2051,
      "7A": 1945,
      "9A": 1749,
      "4A": 1624,
      "2A": 1283,
      "1A": 927,
      "10A": 626,
      "7B": 616,
      "8B": 561,
      "10B": 21,
      "3A": 15,
      "11B": 7,
      "6B": 6,
      "11A": 5,
      "3B": 3,
      "12A": 2,
      "9B": 1,
      "5B": 1
    },
    "top_25_subgenres": [
      {
        "subgenre": "uk_bass",
        "count": 921,
        "top_artists": [
          "Chase & Status",
          "Eprom",
          "Skepta",
          "Burial",
          "Kahn"
        ]
      },
      {
        "subgenre": "soul_funk",
        "count": 858,
        "top_artists": [
          "Masayoshi Takanaka",
          "Alewya",
          "Tinashe",
          "Fela Kuti",
          "Sean Paul"
        ]
      },
      {
        "subgenre": "deep_house",
        "count": 786,
        "top_artists": [
          "NBSPLV",
          "Yaeji",
          "Peggy Gou",
          "Disclosure",
          "박혜진 Park Hye Jin"
        ]
      },
      {
        "subgenre": "electronic_other",
        "count": 777,
        "top_artists": [
          "Gorillaz",
          "M.I.A.",
          "Kavinsky",
          "Sophie Ellis-Bextor",
          "Four Tet"
        ]
      },
      {
        "subgenre": "video_game",
        "count": 729,
        "top_artists": [
          "アトラスサウンドチーム",
          "SEGA SOUND TEAM",
          "Falcom Sound Team jdk",
          "DM DOKURO",
          "Ape Escape"
        ]
      },
      {
        "subgenre": "ambient",
        "count": 700,
        "top_artists": [
          "Aphex Twin",
          "Nujabes",
          "Moby",
          "Thievery Corporation",
          "LTJ Bukem"
        ]
      },
      {
        "subgenre": "trap",
        "count": 647,
        "top_artists": [
          "Gucci Mane",
          "Post Malone",
          "Young Thug",
          "Future",
          "Juice WRLD"
        ]
      },
      {
        "subgenre": "middle_eastern",
        "count": 539,
        "top_artists": [
          "A-WA",
          "Alabina",
          "Nancy Ajram",
          "Kourosh Yaghmaei",
          "TootArd"
        ]
      },
      {
        "subgenre": "house_other",
        "count": 498,
        "top_artists": [
          "Basement Jaxx",
          "Mondo Grosso",
          "Jaden Thompson",
          "Ginton",
          "Jayda G"
        ]
      },
      {
        "subgenre": "reggae_dub",
        "count": 474,
        "top_artists": [
          "Major Lazer",
          "Barrington Levy",
          "Manu Chao",
          "Stand High Patrol",
          "Matisyahu"
        ]
      },
      {
        "subgenre": "hip_hop_other",
        "count": 458,
        "top_artists": [
          "The Alchemist",
          "N.E.R.D",
          "Bobby Shmurda",
          "Die Antwoord",
          "Logic"
        ]
      },
      {
        "subgenre": "phonk",
        "count": 425,
        "top_artists": [
          "SCHWVFTY",
          "LXNGVX",
          "DVRST",
          "Ogryzek",
          "Keifergr33n"
        ]
      },
      {
        "subgenre": "folk_rock",
        "count": 422,
        "top_artists": [
          "Grateful Dead",
          "Magnolian",
          "Dead & Company",
          "Humbert Humbert",
          "John Edmond"
        ]
      },
      {
        "subgenre": "metal_hardcore",
        "count": 417,
        "top_artists": [
          "Linkin Park",
          "FreQuency",
          "Slipknot",
          "System Of A Down",
          "DJ Kantik"
        ]
      },
      {
        "subgenre": "punjabi_rap",
        "count": 395,
        "top_artists": [
          "Karan Aujla",
          "Sidhu Moose Wala",
          "Diljit Dosanjh",
          "Raf Saperra",
          "Sultaan"
        ]
      },
      {
        "subgenre": "ragga_jungle",
        "count": 365,
        "top_artists": [
          "Sabrepulse",
          "DJ Starscream",
          "Venetian Snares",
          "Goldie",
          "Skrillex"
        ]
      },
      {
        "subgenre": "disco_house",
        "count": 358,
        "top_artists": [
          "Daft Punk",
          "Charanjit Singh",
          "Calvin Harris",
          "DIVINE",
          "Didi Han"
        ]
      },
      {
        "subgenre": "japanese_electronic",
        "count": 347,
        "top_artists": [
          "Alstroemeria Records",
          "Frozen Starfall",
          "Yunosuke",
          "Starjunk 95",
          "Mikazuki BIGWAVE"
        ]
      },
      {
        "subgenre": "beats_instrumental",
        "count": 341,
        "top_artists": [
          "Sango",
          "TOKiMONSTA",
          "A Tribe Called Quest",
          "KAYTRANADA",
          "Xavier Omär"
        ]
      },
      {
        "subgenre": "j_pop",
        "count": 326,
        "top_artists": [
          "平田志穂子",
          "川村ゆみ",
          "YOASOBI",
          "Hikaru Utada",
          "Kenshi Yonezu"
        ]
      },
      {
        "subgenre": "anime_ost",
        "count": 290,
        "top_artists": [
          "SawanoHiroyuki[nZk]",
          "Sawano Hiroyuki",
          "Fire Bomber",
          "Hiroko Moriguchi",
          "See-Saw"
        ]
      },
      {
        "subgenre": "caucasus",
        "count": 282,
        "top_artists": [
          "Zawanbeats",
          "MegaBeatsZ",
          "plenka",
          "Qara 07",
          "AFERA"
        ]
      },
      {
        "subgenre": "rock_alt",
        "count": 263,
        "top_artists": [
          "Coheed and Cambria",
          "The Stone Roses",
          "Nirvana",
          "Dos Gringos",
          "Choir Boy"
        ]
      },
      {
        "subgenre": "grime_uk",
        "count": 257,
        "top_artists": [
          "Wiley",
          "AJ Tracey",
          "Dizzee Rascal",
          "slowthai",
          "Akala"
        ]
      },
      {
        "subgenre": "global_bass",
        "count": 256,
        "top_artists": [
          "Acid Arab",
          "DJ Lag",
          "Salvatore Ganacci",
          "Buraka Som Sistema",
          "DJ Bboy"
        ]
      }
    ]
  },
  "axes": {
    "moods": {
      "chill": {
        "display": "Chill / Lounge / Downbeat",
        "track_count": 1891,
        "top_artists": [
          "Aphex Twin",
          "A Tribe Called Quest",
          "S. P. Balasubrahmanyam",
          "Burial",
          "Kahn",
          "Daedelus",
          "Nujabes",
          "Thievery Corporation"
        ]
      },
      "hypnotic_grooves": {
        "display": "Hypnotic / Head-Nod / Groove",
        "track_count": 2930,
        "top_artists": [
          "Sango",
          "Masayoshi Takanaka",
          "TOKiMONSTA",
          "Acid Arab",
          "VHOOR",
          "Major Lazer",
          "NBSPLV",
          "Altin Gün"
        ]
      },
      "hype_club": {
        "display": "Hype / Club / Bass Pressure",
        "track_count": 4888,
        "top_artists": [
          "Sango",
          "Chase & Status",
          "SCHWVFTY",
          "Acid Arab",
          "VHOOR",
          "Wiley",
          "Gucci Mane",
          "Linkin Park"
        ]
      },
      "late_night": {
        "display": "Late Night / Nocturnal / Atmospheric",
        "track_count": 2739,
        "top_artists": [
          "Chase & Status",
          "SCHWVFTY",
          "Eprom",
          "Skepta",
          "deadmau5",
          "Disclosure",
          "Burial",
          "Kahn"
        ]
      },
      "euphoric_uplifting": {
        "display": "Euphoric / Uplifting / Warm",
        "track_count": 2361,
        "top_artists": [
          "Masayoshi Takanaka",
          "平田志穂子",
          "Daft Punk",
          "Disclosure",
          "KAYTRANADA",
          "Quantic",
          "Alewya",
          "Tinashe"
        ]
      },
      "cinematic_epic": {
        "display": "Cinematic / Epic / Tension",
        "track_count": 1692,
        "top_artists": [
          "アトラスサウンドチーム",
          "SEGA SOUND TEAM",
          "平田志穂子",
          "SawanoHiroyuki[nZk]",
          "Nine Inch Nails",
          "Sawano Hiroyuki",
          "Falcom Sound Team jdk",
          "S. P. Balasubrahmanyam"
        ]
      }
    },
    "scenes": {
      "baile_favela": {
        "display": "Baile Funk / Favela / Brazilian Bass",
        "track_count": 444,
        "top_artists": [
          "Sango",
          "VHOOR",
          "LXNGVX",
          "Jorge Ben Jor",
          "Luiz Carlos Da Vila",
          "Xavier Omär",
          "Ariis",
          "-Prey"
        ],
        "dominant_styles": [
          {
            "style": "baile_tamborzao_percussion",
            "count": 378
          },
          {
            "style": "chopped_vocal_flip",
            "count": 92
          },
          {
            "style": "sliding_808_drill_trap",
            "count": 73
          },
          {
            "style": "hybrid_orchestral_brass",
            "count": 72
          }
        ]
      },
      "soulection_future_beats": {
        "display": "Soulection / Future Beats / LA-Detroit Beat Scene",
        "track_count": 631,
        "top_artists": [
          "Sango",
          "TOKiMONSTA",
          "Eprom",
          "A Tribe Called Quest",
          "Nujabes",
          "KAYTRANADA",
          "Xavier Omär",
          "Gramatik"
        ],
        "dominant_styles": [
          {
            "style": "chopped_vocal_flip",
            "count": 447
          },
          {
            "style": "hybrid_orchestral_brass",
            "count": 145
          },
          {
            "style": "baile_tamborzao_percussion",
            "count": 91
          },
          {
            "style": "sliding_808_drill_trap",
            "count": 90
          }
        ]
      },
      "global_lounge_dub": {
        "display": "Global Lounge / Eighteenth Street / Dub Psychedelia",
        "track_count": 2163,
        "top_artists": [
          "アトラスサウンドチーム",
          "Major Lazer",
          "Aphex Twin",
          "S. P. Balasubrahmanyam",
          "Barrington Levy",
          "Kahn",
          "Daedelus",
          "Nujabes"
        ],
        "dominant_styles": [
          {
            "style": "dub_delay_sitar_lounge",
            "count": 1622
          },
          {
            "style": "hybrid_orchestral_brass",
            "count": 469
          },
          {
            "style": "four_on_the_floor_hypnotic",
            "count": 296
          },
          {
            "style": "chopped_vocal_flip",
            "count": 255
          }
        ]
      },
      "uk_continuum": {
        "display": "UK Bass / Jungle / Garage / Grime Continuum",
        "track_count": 3005,
        "top_artists": [
          "Chase & Status",
          "Basement Jaxx",
          "Wiley",
          "Eprom",
          "Skepta",
          "Disclosure",
          "AJ Tracey",
          "Sabrepulse"
        ],
        "dominant_styles": [
          {
            "style": "amen_break_roller",
            "count": 1322
          },
          {
            "style": "chopped_vocal_flip",
            "count": 1113
          },
          {
            "style": "sliding_808_drill_trap",
            "count": 770
          },
          {
            "style": "four_on_the_floor_hypnotic",
            "count": 636
          }
        ]
      },
      "desi_diaspora": {
        "display": "Desi / South Asian / Punjabi & Raga Fusion",
        "track_count": 1012,
        "top_artists": [
          "Karan Aujla",
          "Sidhu Moose Wala",
          "Tech Panda",
          "NseeB",
          "S. P. Balasubrahmanyam",
          "Diljit Dosanjh",
          "Raf Saperra",
          "Parmish Verma"
        ],
        "dominant_styles": [
          {
            "style": "sliding_808_drill_trap",
            "count": 439
          },
          {
            "style": "hybrid_orchestral_brass",
            "count": 156
          },
          {
            "style": "dub_delay_sitar_lounge",
            "count": 92
          },
          {
            "style": "four_on_the_floor_hypnotic",
            "count": 29
          }
        ]
      },
      "anatolian_levantine": {
        "display": "Anatolian / Levantine / Middle Eastern & Caucasus",
        "track_count": 1389,
        "top_artists": [
          "Zawanbeats",
          "Acid Arab",
          "MegaBeatsZ",
          "Altin Gün",
          "Beirut",
          "Ömer Bükülmezoğlu",
          "Balkan Beat Box",
          "A-WA"
        ],
        "dominant_styles": [
          {
            "style": "dub_delay_sitar_lounge",
            "count": 874
          },
          {
            "style": "hybrid_orchestral_brass",
            "count": 152
          },
          {
            "style": "four_on_the_floor_hypnotic",
            "count": 148
          },
          {
            "style": "sliding_808_drill_trap",
            "count": 22
          }
        ]
      },
      "african_diaspora": {
        "display": "African Jazz / Afrobeat / Amapiano / Ethio",
        "track_count": 413,
        "top_artists": [
          "DJ Lag",
          "Wizkid",
          "Buraka Som Sistema",
          "Fela Kuti",
          "Burna Boy",
          "Ebo Taylor",
          "Tekno",
          "Pa Salieu"
        ],
        "dominant_styles": [
          {
            "style": "hybrid_orchestral_brass",
            "count": 156
          },
          {
            "style": "four_on_the_floor_hypnotic",
            "count": 91
          },
          {
            "style": "baile_tamborzao_percussion",
            "count": 40
          },
          {
            "style": "sliding_808_drill_trap",
            "count": 35
          }
        ]
      },
      "japanese_ost_citypop": {
        "display": "Japanese OST / Mecha Score / City Pop / Doujin",
        "track_count": 2248,
        "top_artists": [
          "アトラスサウンドチーム",
          "SEGA SOUND TEAM",
          "Alstroemeria Records",
          "Masayoshi Takanaka",
          "平田志穂子",
          "SawanoHiroyuki[nZk]",
          "Sawano Hiroyuki",
          "Falcom Sound Team jdk"
        ],
        "dominant_styles": [
          {
            "style": "hybrid_orchestral_brass",
            "count": 1342
          },
          {
            "style": "four_on_the_floor_hypnotic",
            "count": 268
          },
          {
            "style": "dub_delay_sitar_lounge",
            "count": 240
          },
          {
            "style": "amen_break_roller",
            "count": 79
          }
        ]
      }
    },
    "styles": {
      "baile_tamborzao_percussion": {
        "display": "Tamborzão / Syncopated Baile Percussion",
        "track_count": 489,
        "top_artists": [
          "Sango",
          "VHOOR",
          "Major Lazer",
          "Salvatore Ganacci",
          "LXNGVX",
          "Buraka Som Sistema",
          "Jorge Ben Jor",
          "Luiz Carlos Da Vila"
        ],
        "top_subgenres": [
          {
            "subgenre": "brazilian",
            "count": 223
          },
          {
            "subgenre": "beats_instrumental",
            "count": 89
          },
          {
            "subgenre": "global_bass",
            "count": 64
          },
          {
            "subgenre": "reggae_dub",
            "count": 45
          },
          {
            "subgenre": "phonk",
            "count": 32
          }
        ],
        "signature_category": "rhythm + production-treatment",
        "register_occupancy": "Sub (45–80 Hz) 808 boom + Mid-High (1.5–5 kHz) dry tamborzão/agogo syncopation",
        "bpm_corridor": "128–135 BPM (classic baile) or 85–95 BPM (half-time Soulection baile bounce)",
        "tempo_bridge": "130 BPM Baile bridges directly into 130–134 BPM UK Garage/Breaks or half-time 65/130 BPM Trap",
        "sampling_cue": "Extract 2-bar dry tamborzão percussion loops; keep sub roots mono and kick-locked while placing brass/vocal stabs in kick gaps.",
        "suno_style_tokens": "swung tamborzão percussion engine, dry punchy kick, syncopated hand percussion and agogo, deep kick-locked 808 sub-bass, clipped favela brass stabs",
        "suno_exclude_tokens": "generic four-on-the-floor EDM, big room synth leads, sleepy ambient pads, rock guitars, cinematic trailer drums"
      },
      "chopped_vocal_flip": {
        "display": "Chopped Vocal Sample / Pitch-Shifted R&B Flip",
        "track_count": 1589,
        "top_artists": [
          "Sango",
          "Chase & Status",
          "TOKiMONSTA",
          "Eprom",
          "Skepta",
          "A Tribe Called Quest",
          "Disclosure",
          "Burial"
        ],
        "top_subgenres": [
          {
            "subgenre": "uk_bass",
            "count": 919
          },
          {
            "subgenre": "beats_instrumental",
            "count": 341
          },
          {
            "subgenre": "trip_hop",
            "count": 60
          },
          {
            "subgenre": "deep_house",
            "count": 37
          },
          {
            "subgenre": "lofi_house",
            "count": 32
          }
        ],
        "signature_category": "vocal-treatment + rhythm",
        "register_occupancy": "Upper-Mid (800 Hz – 4 kHz) melodic/formant pocket",
        "bpm_corridor": "82–98 BPM (boom-bap/future beats) or 128–136 BPM (UKG/baile flip)",
        "tempo_bridge": "Pairs cleanly with 170 BPM Liquid Jungle (half-time 85 BPM pocket) or 130 BPM Baile/UKG",
        "sampling_cue": "High-pass at 240 Hz, slice on 16th-note pickups in SHRIKE, sidechain to dry rimshot/kick so vocal formants breathe between transients.",
        "suno_style_tokens": "pitched micro-chopped R&B vocal sample hook, swungMPC 16th-note pocket, warm Rhodes chord bed, dry punchy kick, deep sub-bass roots",
        "suno_exclude_tokens": "full lead pop vocals, ballad singing, acoustic strumming, supersaw EDM drops, washed-out hall reverb"
      },
      "dub_delay_sitar_lounge": {
        "display": "Dub Bassline + Sitar / Oud / Psych Downbeat",
        "track_count": 2535,
        "top_artists": [
          "アトラスサウンドチーム",
          "Acid Arab",
          "Major Lazer",
          "Altin Gün",
          "Tech Panda",
          "Barrington Levy",
          "Ömer Bükülmezoğlu",
          "Kahn"
        ],
        "top_subgenres": [
          {
            "subgenre": "middle_eastern",
            "count": 539
          },
          {
            "subgenre": "reggae_dub",
            "count": 474
          },
          {
            "subgenre": "ambient",
            "count": 346
          },
          {
            "subgenre": "video_game",
            "count": 174
          },
          {
            "subgenre": "anatolian_psych",
            "count": 173
          }
        ],
        "signature_category": "instrument-role + harmonic-color + production-treatment",
        "register_occupancy": "Sub/Low-Mid (50–180 Hz) warm dub bass + Mid (400 Hz – 3 kHz) modal pluck/horn + feedback tape-delay tail",
        "bpm_corridor": "86–112 BPM (Downtempo / Trip-Hop / Dub Lounge)",
        "tempo_bridge": "90 BPM Trip-Hop bridges up to 118–122 BPM Organic/Anatolian Deep House via dub-delay feedback freeze in Chirp",
        "sampling_cue": "Sample 4-bar modal intros or oud/sitar/duduk phrases before drums enter; feed through tape delay (dotted-8th) over a dry downbeat bassline.",
        "suno_style_tokens": "94 BPM downtempo dub-lounge groove, deep warm dub bassline, dusty close-mic hand percussion,congasa, tape-delayed modal plucked string hook, smoky Rhodes chords",
        "suno_exclude_tokens": "generic Indian classical solo, devotional bhajan, EDM synth leads, bright pop vocals, fast techno kick"
      },
      "amen_break_roller": {
        "display": "Chopped Breakbeat / Amen Roller + Sub-Bass",
        "track_count": 1410,
        "top_artists": [
          "Chase & Status",
          "Aphex Twin",
          "Sabrepulse",
          "Noisia",
          "DM DOKURO",
          "Sub Focus",
          "Alix Perez",
          "High Contrast"
        ],
        "top_subgenres": [
          {
            "subgenre": "ragga_jungle",
            "count": 365
          },
          {
            "subgenre": "breaks",
            "count": 170
          },
          {
            "subgenre": "uk_bass",
            "count": 167
          },
          {
            "subgenre": "liquid_jungle",
            "count": 156
          },
          {
            "subgenre": "dnb_other",
            "count": 120
          }
        ],
        "signature_category": "rhythm + production-treatment",
        "register_occupancy": "Low-Sub (40–75 Hz) Reese/sine roller + High-Mid (1.2–10 kHz) chopped breakbeat transients",
        "bpm_corridor": "160–174 BPM (Jungle / Liquid DnB / Footwork)",
        "tempo_bridge": "85–87 BPM Hip-Hop / Instrumental Beats doubles seamlessly into 170–174 BPM Liquid Jungle rollers",
        "sampling_cue": "Slice Amen/Think break into 8-slice transient kit in SHRIKE; high-pass break at 140 Hz so the rolling Reese/sine sub owns the bottom octave.",
        "suno_style_tokens": "172 BPM, crisp chopped amen breakbeat, warm rolling sub-bassline, Rhodes electric piano chords, atmospheric tape delay, seamless rolling groove",
        "suno_exclude_tokens": "half-time dubstep screech, heavy metal guitar, vocals, slow intro build, EDM festival drop"
      },
      "sliding_808_drill_trap": {
        "display": "Sliding 808 / Half-Time Trap & Drill Bounce",
        "track_count": 2573,
        "top_artists": [
          "SCHWVFTY",
          "Wiley",
          "Gucci Mane",
          "Karan Aujla",
          "Eprom",
          "Sidhu Moose Wala",
          "Skepta",
          "AJ Tracey"
        ],
        "top_subgenres": [
          {
            "subgenre": "trap",
            "count": 647
          },
          {
            "subgenre": "phonk",
            "count": 425
          },
          {
            "subgenre": "punjabi_rap",
            "count": 395
          },
          {
            "subgenre": "grime_uk",
            "count": 257
          },
          {
            "subgenre": "uk_bass",
            "count": 209
          }
        ],
        "signature_category": "rhythm + instrument-role",
        "register_occupancy": "Sub (35–70 Hz) kick-locked root + Low-Mid (110–260 Hz) portamento 808 glide in kick gaps",
        "bpm_corridor": "138–146 BPM (UK/NY/Diaspora Drill & Grime) or 140–150 BPM (Trap)",
        "tempo_bridge": "140–144 BPM Drill/Grime locks directly with 140 BPM UK Dubstep/Bass and 70/140 BPM Half-Time Beats",
        "sampling_cue": "Split bass across registers: keep root sub locked to kick and high-pass sliding 808 counter-melody above 110 Hz in kick gaps.",
        "suno_style_tokens": "142 BPM, punchy dry kick, skittering triplet hi-hat pocket, kick-locked sub-bass root with high-passed sliding 808 counter-melody in kick gaps, dark sparse minor motif",
        "suno_exclude_tokens": "cheesy EDM synth leads, acoustic folk guitar, upbeat pop chorus, washed-out ambient drone"
      },
      "four_on_the_floor_hypnotic": {
        "display": "Four-on-the-Floor Hypnotic / House & Techno Pulse",
        "track_count": 3774,
        "top_artists": [
          "Alstroemeria Records",
          "Daft Punk",
          "Basement Jaxx",
          "Acid Arab",
          "NBSPLV",
          "Yaeji",
          "FreQuency",
          "deadmau5"
        ],
        "top_subgenres": [
          {
            "subgenre": "deep_house",
            "count": 786
          },
          {
            "subgenre": "house_other",
            "count": 498
          },
          {
            "subgenre": "disco_house",
            "count": 358
          },
          {
            "subgenre": "minimal_techno",
            "count": 188
          },
          {
            "subgenre": "techno_other",
            "count": 169
          }
        ],
        "signature_category": "rhythm + production-treatment",
        "register_occupancy": "Low (50–110 Hz) dry 4x4 kick + groovy bassline + Mid (300 Hz – 2.5 kHz) interlocking percussion/Rhodes/modal riff",
        "bpm_corridor": "118–126 BPM (Deep / Organic / Turkish / Afro House) to 128–134 BPM (Hypnotic Techno)",
        "tempo_bridge": "122 BPM Organic/Turkish House bridges down to 115 BPM Disco/Boogie or up to 130 BPM Baile/UK Garage",
        "sampling_cue": "Use equal-power filter blend in Chirp; loop 8-bar percussion/bass beds and layer acoustic hooks (bağlama, Rhodes, brass, kalimba) as mid-register engines.",
        "suno_style_tokens": "122 BPM punchy four-on-the-floor groove-first organic house, dry kick, dusty hand percussion, congas, woodblocks, warm interlocking bassline, Rhodes chords, modal plucked hook",
        "suno_exclude_tokens": "big room EDM, supersaw trance leads, ambient sleep drone, soft meditative new age, pop vocals"
      },
      "hybrid_orchestral_brass": {
        "display": "Hybrid Orchestral / Funk Brass & Ostinato Engine",
        "track_count": 3169,
        "top_artists": [
          "アトラスサウンドチーム",
          "SEGA SOUND TEAM",
          "Masayoshi Takanaka",
          "平田志穂子",
          "SawanoHiroyuki[nZk]",
          "Beirut",
          "Sawano Hiroyuki",
          "Falcom Sound Team jdk"
        ],
        "top_subgenres": [
          {
            "subgenre": "soul_funk",
            "count": 858
          },
          {
            "subgenre": "video_game",
            "count": 729
          },
          {
            "subgenre": "anime_ost",
            "count": 290
          },
          {
            "subgenre": "film_tv",
            "count": 161
          },
          {
            "subgenre": "jazz_other",
            "count": 150
          }
        ],
        "signature_category": "composer + instrument-role + harmonic-color",
        "register_occupancy": "Full-spectrum ensemble engine: Low-Mid (90–250 Hz) bass/baritone sax/trombones + Mid-High (1–5 kHz) brass stabs & string ostinato",
        "bpm_corridor": "144–156 BPM (72–78 BPM felt half-time grid for Tokusatsu / Mecha / JRPG battle funk)",
        "tempo_bridge": "148 BPM (74 felt half-time) bridges directly with 148 BPM Drum & Bass/Breakbeat or 74 BPM Heavy Half-Time Beats",
        "sampling_cue": "Isolate 1–2 bar offbeat brass stabs, unison string ostinatos, or jazz-funk organ/clavinet breaks for combat stingers and beat drops.",
        "suno_style_tokens": "148 BPM punchy 1970s jazz-funk orchestral battle cue, tight trumpet and trombone unison stabs, baritone sax low-end anchor, driving electric bass and live drum kit, Hammond organ and clavinet groove, tense string ostinato",
        "suno_exclude_tokens": "heavy metal distortion guitar, generic Hollywood trailer choir, slow ambient pad, acoustic ballad, chiptune 8-bit"
      }
    },
    "sample_roles": {
      "drum_break_donor": {
        "display": "Drum Break / Percussion Loop Donor (SHRIKE)",
        "track_count": 2236,
        "top_artists": [
          "Sango",
          "Chase & Status",
          "Masayoshi Takanaka",
          "Basement Jaxx",
          "VHOOR",
          "Aphex Twin",
          "Sabrepulse",
          "Noisia"
        ],
        "shrike_mode": "8-slice transient drum kit (high-pass 140 Hz when layering over Reese/808 sub)",
        "target_registers": "High-Mid Transients (1.2–10 kHz) + Mid Snare Body (180–400 Hz)"
      },
      "chord_bed_donor": {
        "display": "Rhodes / Modal Chord-Bed Donor (SHRIKE / CLUTCH)",
        "track_count": 3750,
        "top_artists": [
          "アトラスサウンドチーム",
          "Masayoshi Takanaka",
          "TOKiMONSTA",
          "SEGA SOUND TEAM",
          "NBSPLV",
          "Aphex Twin",
          "Yaeji",
          "A Tribe Called Quest"
        ],
        "shrike_mode": "4-bar Rhodes / modal chord-bed chop on beat 1 & 3 with dotted-8th tape delay",
        "target_registers": "Warm Midrange Pocket (250 Hz – 3.2 kHz)"
      },
      "vocal_chop_donor": {
        "display": "Vocal Chop / Formant & Qawwali Hook Donor",
        "track_count": 2490,
        "top_artists": [
          "Sango",
          "Chase & Status",
          "TOKiMONSTA",
          "Eprom",
          "Skepta",
          "S. P. Balasubrahmanyam",
          "Disclosure",
          "Burial"
        ],
        "shrike_mode": "16th-note formant micro-chop (high-pass 240 Hz, sidechain to rimshot/kick)",
        "target_registers": "Upper-Mid Formant Window (800 Hz – 4 kHz)"
      },
      "horn_sting_donor": {
        "display": "Brass Stab / Orchestral Ostinato & Stinger Donor",
        "track_count": 2922,
        "top_artists": [
          "アトラスサウンドチーム",
          "SEGA SOUND TEAM",
          "Masayoshi Takanaka",
          "平田志穂子",
          "SawanoHiroyuki[nZk]",
          "Beirut",
          "Sawano Hiroyuki",
          "Falcom Sound Team jdk"
        ],
        "shrike_mode": "1–2 bar offbeat brass turnaround / orchestral ostinato stinger",
        "target_registers": "Low-Mid Bari Sax Anchor (90–250 Hz) + High-Mid Horn Bite (1–5 kHz)"
      },
      "tempo_bridge_pivot": {
        "display": "Half-Time ↔ Double-Time / DJ Bridge Pivot (Chirp)",
        "track_count": 2648,
        "top_artists": [
          "Sango",
          "Chase & Status",
          "Acid Arab",
          "VHOOR",
          "Wiley",
          "Altin Gün",
          "Eprom",
          "Tech Panda"
        ],
        "shrike_mode": "Half-time / double-time DJ transition pivot (85↔170 BPM or 71↔142 BPM in Chirp)",
        "target_registers": "Full-spectrum rhythmic pivot"
      }
    }
  },
  "smart_crates": {
    "baile_to_soulection": {
      "display": "Baile to Soulection (Favela × Future Beats)",
      "tagline": "scene: Baile/Favela ∪ Soulection · style: Tamborzão ∪ Vocal Flip",
      "description": "Rio & Belo Horizonte tamborzão percussion colliding with LA/Detroit swung future beats, pitch-shifted R&B vocal flips, and warm sub-bass (Sango, VHOOR, Kaytranada, TOKiMONSTA).",
      "track_count": 569,
      "anchor_artists": [
        "Sango",
        "TOKiMONSTA",
        "VHOOR",
        "A Tribe Called Quest",
        "KAYTRANADA",
        "Jorge Ben Jor"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "chord_bed_donor": 315,
        "drum_break_donor": 221,
        "tempo_bridge_pivot": 180,
        "vocal_chop_donor": 160,
        "horn_sting_donor": 22
      },
      "top_camelot_keys": {
        "4A": 164,
        "5A": 135,
        "9A": 96,
        "8A": 90,
        "6A": 56
      },
      "bpm_corridor": "86–96 BPM (half-time bounce) / 128–134 BPM (baile pocket)",
      "camelot_affinity": "4A / 5A / 9A (warm minor 9ths & Dorian/Phrygian turns)",
      "suno_style": "Punchy groove-first Brazilian baile-beat fusion, 130 BPM, swung tamborzão hand percussion and agogo, deep kick-locked 808 sub-bass, warm Rhodes minor-9th chords, pitched micro-chopped vocal hook, clipped favela horn stabs, dry close-mic mix",
      "suno_exclude": "big room EDM, supersaw synth leads, trance arpeggios, rock guitar, full pop ballad vocals, washed-out reverb, ambient sleep drone",
      "producer_flip": "Chop Rhodes/vocal pickup on 16th-note grid in SHRIKE; keep tamborzão percussion dry in 1.5–4 kHz while 808 sub holds mono 45–70 Hz."
    },
    "eighteenth_street_raga_lounge": {
      "display": "Lebanese Blonde & Global Dub Lounge",
      "tagline": "mood: Chill · scene: Global Lounge ∪ Desi ∪ Anatolian · style: Dub/Sitar",
      "description": "Tape-delay dub basslines, sitar & oud psych textures, and smoky Washington DC / Vienna / London downbeat sessions (Thievery Corporation, Bonobo, Khruangbin, Karsh Kale).",
      "track_count": 778,
      "anchor_artists": [
        "Daedelus",
        "Kahn",
        "Nujabes",
        "Thievery Corporation",
        "DJ Shadow",
        "Bonobo"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "chord_bed_donor": 725,
        "drum_break_donor": 170,
        "tempo_bridge_pivot": 120,
        "vocal_chop_donor": 109,
        "horn_sting_donor": 86
      },
      "top_camelot_keys": {
        "8A": 206,
        "10A": 183,
        "9A": 154,
        "5A": 65,
        "6A": 49
      },
      "bpm_corridor": "88–108 BPM (downbeat dub-lounge)",
      "camelot_affinity": "8A / 10A / 2A (modal minor / Khamaj / Dorian color)",
      "suno_style": "Groove-first downtempo dub-lounge, 94 BPM, deep warm dub bassline, dusty close-mic hand percussion, congas and clay drums, tape-delayed plucked modal string motif, smoky Rhodes chords, subtle brass swells, warm analog tape saturation",
      "suno_exclude": "generic Indian classical solo, sitar recital, tabla solo, EDM synth leads, fast techno, bright pop vocals, ambient drone without drums",
      "producer_flip": "Sample 4-bar modal string/horn phrases with dotted-8th tape delay; pair over a deep kick-locked dub bassline in Chirp."
    },
    "south_london_2am_rollers": {
      "display": "2AM South London & Liquid Rollers",
      "tagline": "scene: UK Bass Continuum · mood: Late Night ∪ Chill · 2-Step & 170 Liquid",
      "description": "Rain-streaked pirate-radio 2-step, 170 BPM atmospheric liquid jungle, and deep sub-bass meditations for nocturnal focus (Burial, LTJ Bukem, Calibre, Overmono).",
      "track_count": 1253,
      "anchor_artists": [
        "Chase & Status",
        "Eprom",
        "Skepta",
        "Burial",
        "Hans Glader",
        "Kahn"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "tempo_bridge_pivot": 1158,
        "vocal_chop_donor": 991,
        "drum_break_donor": 482,
        "chord_bed_donor": 192,
        "horn_sting_donor": 27
      },
      "top_camelot_keys": {
        "7A": 439,
        "6A": 425,
        "4A": 224,
        "5A": 67,
        "1A": 41
      },
      "bpm_corridor": "134–140 BPM (2-step/UK bass) & 168–174 BPM (liquid/jungle rollers)",
      "camelot_affinity": "6A / 7A / 8A (nocturnal minor & dub seventh chords)",
      "suno_style": "Late-night UK bass and liquid jungle roller, 170 BPM, crisp chopped amen and 2-step percussion, deep warm rolling Reese sub-bass, nocturnal electric piano chords, pitched garage vocal ghost-chops in tape delay, rainy-city atmosphere",
      "suno_exclude": "brostep screech, festival jump-up horn, heavy rock guitar, bright daytime pop vocals, slow ambient pad",
      "producer_flip": "High-pass breakbeats at 140 Hz so the rolling sub-bass owns 40–90 Hz; use pitch-shifted vocal ghosts as transition beds between 136 and 170 BPM."
    },
    "bosphorus_to_bombay_pulse": {
      "display": "Bosphorus to Bombay (Anatolian & Raga Pulse)",
      "tagline": "scene: Anatolian/Levantine ∪ Desi · mood: Hypnotic ∪ Chill",
      "description": "Hypnotic 4/4 organic house, Anatolian microtonal psych-grooves, Caucasus bass, and Asian Underground tabla fusion (Acid Arab, Altın Gün, Mahmut Orhan, Midival Punditz).",
      "track_count": 256,
      "anchor_artists": [
        "Altin Gün",
        "Ömer Bükülmezoğlu",
        "Nusrat Fateh Ali Khan",
        "Erkin Koray",
        "Mehter",
        "Bahramji"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "tempo_bridge_pivot": 213,
        "vocal_chop_donor": 31,
        "chord_bed_donor": 14,
        "horn_sting_donor": 6
      },
      "top_camelot_keys": {
        "5A": 92,
        "8A": 89,
        "10A": 64,
        "9A": 8,
        "2A": 2
      },
      "bpm_corridor": "116–124 BPM (hypnotic Anatolian/Indo-psych house & disco)",
      "camelot_affinity": "5A / 8A / 11A (Hijaz / Phrygian Dominant & modal psych)",
      "suno_style": "Punchy four-on-the-floor Anatolian-psych organic house, 122 BPM, dry kick, darbuka and dusty frame-drum groove, funky interlocking electric bassline, electric bağlama and fuzz-organ modal hook, vintage analog warmth, club-ready pulse",
      "suno_exclude": "big room EDM, supersaw trance, generic tourist folk, sleepy ambient drone, pop ballad vocals",
      "producer_flip": "Treat bağlama/oud/organ as a rhythmic mid-register engine interlocked with Rhodes and bass rather than a solo lead."
    },
    "addis_to_lagos_brass_engine": {
      "display": "Addis to Lagos Brass & Groove Engine",
      "tagline": "scene: African Diaspora · mood: Hypnotic ∪ Euphoric",
      "description": "Pentatonic Ethio-jazz vibraphone, Lagos afrobeat horn sections, desert blues, and hypnotic Afro-house & Amapiano groove engines (Mulatu Astatke, Fela Kuti, Burna Boy).",
      "track_count": 198,
      "anchor_artists": [
        "Wizkid",
        "Fela Kuti",
        "Ebo Taylor",
        "Tekno",
        "Tyla",
        "Black Coffee"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "horn_sting_donor": 144,
        "chord_bed_donor": 129,
        "drum_break_donor": 108,
        "vocal_chop_donor": 62,
        "tempo_bridge_pivot": 27
      },
      "top_camelot_keys": {
        "5A": 46,
        "8A": 27,
        "2A": 25,
        "7B": 21,
        "8B": 14
      },
      "bpm_corridor": "110–122 BPM (Afrobeat / Ethio-jazz / Amapiano log-drum pocket)",
      "camelot_affinity": "3A / 6A / 9A (Tezeta minor pentatonic & polyrhythmic brass)",
      "suno_style": "Groove-first Afro-diaspora brass and polyrhythmic club engine, 116 BPM, dry Tony-Allen-style cross-stick kit and shakers, deep percussive log-drum and electric bassline, hypnotic baritone and tenor sax unison riff, warm organ stabs",
      "suno_exclude": "generic commercial pop vocals, supersaw EDM synths, heavy metal guitar, sleepy ambient drone",
      "producer_flip": "Loop the 4-bar baritone/tenor horn ostinato and shaker polyrhythm; split log-drum mid-bass (120–220 Hz) from kick-locked sub."
    },
    "mecha_cockpit_boss_ostinato": {
      "display": "Mecha Cockpit & Boss Phase Ostinato",
      "tagline": "genre: Soundtrack / Doujin · mood: Cinematic/Epic",
      "description": "High-tension Sawano/Sagisu hybrid orchestral drops, Atlus/Sega/Falcom JRPG combat themes, and tokusatsu/mecha scores.",
      "track_count": 1191,
      "anchor_artists": [
        "アトラスサウンドチーム",
        "SEGA SOUND TEAM",
        "SawanoHiroyuki[nZk]",
        "Sawano Hiroyuki",
        "Falcom Sound Team jdk",
        "DM DOKURO"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "horn_sting_donor": 1182,
        "chord_bed_donor": 246,
        "vocal_chop_donor": 45,
        "drum_break_donor": 8,
        "tempo_bridge_pivot": 2
      },
      "top_camelot_keys": {
        "5A": 570,
        "2A": 551,
        "7A": 57,
        "8A": 5,
        "6A": 4
      },
      "bpm_corridor": "144–156 BPM (72–78 BPM felt half-time battle grid)",
      "camelot_affinity": "2A / 5A / 7A (dramatic minor with chromatic brass planing)",
      "suno_style": "148 BPM band-first 1970s tokusatsu jazz-funk battle orchestra, punchy trumpet and trombone unison hooks, offbeat brass stabs, driving electric bass and tight acoustic drum kit, Hammond organ and clavinet, tense string ostinato, continuous 3-minute form",
      "suno_exclude": "heavy metal guitar, rock power chords, generic trailer boom, slow ambient intro, vocal ballad",
      "producer_flip": "Cut 2-bar brass-stab turnarounds on bar boundaries for action stingers or layer under 148 BPM breakbeats."
    },
    "global_808_diaspora_drill": {
      "display": "Global 808 & Diaspora Pressure",
      "tagline": "mood: Hype/Club · style: Sliding 808 ∪ Tamborzão",
      "description": "High-output gym and club pressure uniting Punjabi folk-trap, UK/Milan sliding-808 drill, grime, and heavy baile bass (Sidhu Moose Wala, Karan Aujla, Skepta, Central Cee).",
      "track_count": 1904,
      "anchor_artists": [
        "SCHWVFTY",
        "VHOOR",
        "Wiley",
        "Gucci Mane",
        "Karan Aujla",
        "Sidhu Moose Wala"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "tempo_bridge_pivot": 457,
        "vocal_chop_donor": 122,
        "drum_break_donor": 107,
        "horn_sting_donor": 15,
        "chord_bed_donor": 15
      },
      "top_camelot_keys": {
        "1A": 771,
        "4A": 731,
        "5A": 248,
        "2A": 141,
        "8A": 5
      },
      "bpm_corridor": "138–146 BPM (Drill / Grime / Global 808 bounce)",
      "camelot_affinity": "1A / 4A / 6A (dark minor / Phrygian tension)",
      "suno_style": "Punchy global 808 drill groove, 142 BPM, dry hard kick, skittering triplet hi-hats and syncopated snare, kick-locked sub-bass root with high-passed sliding 808 octave counter-melody in kick gaps, sparse dark plucked motif, club-ready pressure",
      "suno_exclude": "upbeat pop chorus, acoustic strummed guitar, supersaw EDM drop, sleepy lo-fi chill",
      "producer_flip": "Keep sub root locked to kick (<75 Hz) and place sliding 808 glides in kick gaps (110–250 Hz) so low-end never muddies."
    },
    "sunday_morning_crate_dig": {
      "display": "Sunday Morning Crate Dig",
      "tagline": "mood: Chill ∪ Warm · Soul, City Pop, Jazz & Beat Tapes",
      "description": "Sunlit Rhodes chords, crate-dug soul flips, Japanese City Pop & jazz-fusion guitar, and unhurried head-nod grooves (Anri, Masayoshi Takanaka, Nujabes, J Dilla).",
      "track_count": 1132,
      "anchor_artists": [
        "Masayoshi Takanaka",
        "A Tribe Called Quest",
        "Daedelus",
        "KAYTRANADA",
        "DJ Shadow",
        "Chick Corea"
      ],
      "rules": {},
      "sample_role_breakdown": {
        "chord_bed_donor": 1058,
        "horn_sting_donor": 860,
        "vocal_chop_donor": 557,
        "drum_break_donor": 385,
        "tempo_bridge_pivot": 32
      },
      "top_camelot_keys": {
        "7B": 229,
        "8B": 217,
        "5A": 188,
        "2A": 188,
        "9A": 89
      },
      "bpm_corridor": "84–96 BPM (boom-bap / lofi jazz-rap) & 108–118 BPM (city-pop / jazz-fusion)",
      "camelot_affinity": "7B / 8B / 9A (warm major-7th, minor-9th & Lydian chord colors)",
      "suno_style": "Warm analog jazz-fusion and dusty crate-dig groove, 92 BPM, swung boom-bap drum break with crisp snare, walking electric bassline, Fender Rhodes major-7th chords, clean melodic jazz guitar lead, warm brass harmony, subtle vinyl dust",
      "suno_exclude": "aggressive trap 808s, harsh industrial synths, heavy metal guitar, big room EDM, robotic vocal tuning",
      "producer_flip": "Ideal chord-bed donor for SHRIKE 4-bar Rhodes/guitar chops; slice on beat 1 and 3 and layer over dry MPC drums."
    }
  },
  "artist_constellations": [
    {
      "artists": [
        "ATLUS GAME MUSIC",
        "アトラスサウンドチーム"
      ],
      "shared_tracks": 127,
      "library_counts": {
        "ATLUS GAME MUSIC": 133,
        "アトラスサウンドチーム": 174
      }
    },
    {
      "artists": [
        "SEGA SOUND TEAM",
        "大谷智哉"
      ],
      "shared_tracks": 44,
      "library_counts": {
        "SEGA SOUND TEAM": 133,
        "大谷智哉": 48
      }
    },
    {
      "artists": [
        "Kenzani",
        "Tech Panda"
      ],
      "shared_tracks": 39,
      "library_counts": {
        "Kenzani": 39,
        "Tech Panda": 39
      }
    },
    {
      "artists": [
        "Ape Escape",
        "Soichi Terada"
      ],
      "shared_tracks": 20,
      "library_counts": {
        "Ape Escape": 20,
        "Soichi Terada": 35
      }
    },
    {
      "artists": [
        "Bandai Namco Game Music",
        "RIDGE RACER Series"
      ],
      "shared_tracks": 18,
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