{
  "schema_version": "1.0",
  "source": "GigXchange Index",
  "source_url": "https://gigxchange.app/rates",
  "licence": "CC BY 4.0",
  "attribution": "GigXchange Index, https://gigxchange.app/rates",
  "currency": "GBP",
  "basis": "artist_take_home_net",
  "commission_note": "All figures are artist take-home (net of agency commission). Client-facing gross prices typically run 20% higher. See /rates/methodology for full derivation.",
  "generated_at": "2026-07-17",
  "methodology_url": "https://gigxchange.app/rates/methodology",
  "uk_baseline": {
    "note": "UK national baseline cells.",
    "cells": [
      {
        "use_case": "club",
        "band_size": "duo",
        "p50": 468,
        "p75": 1463,
        "sample_size": 9
      },
      {
        "use_case": "club",
        "band_size": "five_plus",
        "p50": 2291,
        "p75": 3120,
        "sample_size": 6
      },
      {
        "use_case": "club",
        "band_size": "solo",
        "p50": 359,
        "p75": 717,
        "sample_size": 12
      },
      {
        "use_case": "club",
        "band_size": "trio_quartet",
        "p50": 600,
        "p75": 1463,
        "sample_size": 33
      },
      {
        "use_case": "corporate",
        "band_size": "duo",
        "p50": 765,
        "p75": 1173,
        "sample_size": 22
      },
      {
        "use_case": "corporate",
        "band_size": "five_plus",
        "p50": 1171,
        "p75": 1542,
        "sample_size": 2149
      },
      {
        "use_case": "corporate",
        "band_size": "solo",
        "p50": 375,
        "p75": 452,
        "sample_size": 3709
      },
      {
        "use_case": "corporate",
        "band_size": "trio_quartet",
        "p50": 839,
        "p75": 892,
        "sample_size": 14
      },
      {
        "use_case": "festival",
        "band_size": "duo",
        "p50": 446,
        "p75": 446,
        "sample_size": 5
      },
      {
        "use_case": "festival",
        "band_size": "five_plus",
        "p50": 1515,
        "p75": 1757,
        "sample_size": 23
      },
      {
        "use_case": "festival",
        "band_size": "solo",
        "p50": 223,
        "p75": 223,
        "sample_size": 5
      },
      {
        "use_case": "festival",
        "band_size": "trio_quartet",
        "p50": 669,
        "p75": 872,
        "sample_size": 12
      },
      {
        "use_case": "private_party",
        "band_size": "duo",
        "p50": 433,
        "p75": 500,
        "sample_size": 25
      },
      {
        "use_case": "private_party",
        "band_size": "five_plus",
        "p50": 850,
        "p75": 1210,
        "sample_size": 145
      },
      {
        "use_case": "private_party",
        "band_size": "solo",
        "p50": 479,
        "p75": 625,
        "sample_size": 754
      },
      {
        "use_case": "private_party",
        "band_size": "trio_quartet",
        "p50": 977,
        "p75": 1417,
        "sample_size": 7589
      },
      {
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 375,
        "p75": 500,
        "sample_size": 158
      },
      {
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 525,
        "p75": 1013,
        "sample_size": 314
      },
      {
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 292,
        "p75": 375,
        "sample_size": 1058
      },
      {
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 400,
        "p75": 650,
        "sample_size": 389
      },
      {
        "use_case": "theatre",
        "band_size": "five_plus",
        "p50": 960,
        "p75": 960,
        "sample_size": 3
      },
      {
        "use_case": "theatre",
        "band_size": "solo",
        "p50": 175,
        "p75": 192,
        "sample_size": 9
      },
      {
        "use_case": "theatre",
        "band_size": "trio_quartet",
        "p50": 640,
        "p75": 640,
        "sample_size": 3
      },
      {
        "use_case": "wedding",
        "band_size": "duo",
        "p50": 613,
        "p75": 777,
        "sample_size": 2227
      },
      {
        "use_case": "wedding",
        "band_size": "five_plus",
        "p50": 1433,
        "p75": 1800,
        "sample_size": 1249
      },
      {
        "use_case": "wedding",
        "band_size": "solo",
        "p50": 328,
        "p75": 458,
        "sample_size": 856
      },
      {
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 1027,
        "p75": 1320,
        "sample_size": 13649
      }
    ]
  },
  "regions": {
    "note": "ONS statistical regions.",
    "cells": [
      {
        "region": "east_midlands",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 250,
        "p75": 300,
        "sample_size": 15
      },
      {
        "region": "east_midlands",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 500,
        "p75": 700,
        "sample_size": 30
      },
      {
        "region": "east_midlands",
        "use_case": "wedding",
        "band_size": "five_plus",
        "p50": 1508,
        "p75": 1600,
        "sample_size": 42
      },
      {
        "region": "east_midlands",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 663,
        "p75": 850,
        "sample_size": 51
      },
      {
        "region": "east_of_england",
        "use_case": "private_party",
        "band_size": "duo",
        "p50": 375,
        "p75": 500,
        "sample_size": 6
      },
      {
        "region": "east_of_england",
        "use_case": "private_party",
        "band_size": "five_plus",
        "p50": 400,
        "p75": 588,
        "sample_size": 12
      },
      {
        "region": "east_of_england",
        "use_case": "private_party",
        "band_size": "solo",
        "p50": 375,
        "p75": 500,
        "sample_size": 6
      },
      {
        "region": "east_of_england",
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 375,
        "p75": 375,
        "sample_size": 3
      },
      {
        "region": "east_of_england",
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 450,
        "p75": 675,
        "sample_size": 27
      },
      {
        "region": "east_of_england",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 125,
        "p75": 188,
        "sample_size": 12
      },
      {
        "region": "east_of_england",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 1552,
        "p75": 1552,
        "sample_size": 9
      },
      {
        "region": "london",
        "use_case": "corporate",
        "band_size": "duo",
        "p50": 1020,
        "p75": 1224,
        "sample_size": 15
      },
      {
        "region": "london",
        "use_case": "corporate",
        "band_size": "solo",
        "p50": 358,
        "p75": 417,
        "sample_size": 6
      },
      {
        "region": "london",
        "use_case": "private_party",
        "band_size": "any",
        "p50": 300,
        "p75": 360,
        "sample_size": 15
      },
      {
        "region": "london",
        "use_case": "private_party",
        "band_size": "duo",
        "p50": 607,
        "p75": 963,
        "sample_size": 6
      },
      {
        "region": "london",
        "use_case": "private_party",
        "band_size": "five_plus",
        "p50": 500,
        "p75": 1127,
        "sample_size": 27
      },
      {
        "region": "london",
        "use_case": "private_party",
        "band_size": "solo",
        "p50": 200,
        "p75": 500,
        "sample_size": 27
      },
      {
        "region": "london",
        "use_case": "private_party",
        "band_size": "trio_quartet",
        "p50": 663,
        "p75": 1127,
        "sample_size": 21
      },
      {
        "region": "london",
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 275,
        "p75": 375,
        "sample_size": 18
      },
      {
        "region": "london",
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 450,
        "p75": 600,
        "sample_size": 69
      },
      {
        "region": "london",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 250,
        "p75": 350,
        "sample_size": 99
      },
      {
        "region": "london",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 350,
        "p75": 400,
        "sample_size": 62
      },
      {
        "region": "london",
        "use_case": "wedding",
        "band_size": "any",
        "p50": 1400,
        "p75": 1797,
        "sample_size": 321
      },
      {
        "region": "london",
        "use_case": "wedding",
        "band_size": "duo",
        "p50": 390,
        "p75": 534,
        "sample_size": 60
      },
      {
        "region": "london",
        "use_case": "wedding",
        "band_size": "five_plus",
        "p50": 1623,
        "p75": 2293,
        "sample_size": 213
      },
      {
        "region": "london",
        "use_case": "wedding",
        "band_size": "solo",
        "p50": 287,
        "p75": 300,
        "sample_size": 15
      },
      {
        "region": "london",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 933,
        "p75": 1200,
        "sample_size": 282
      },
      {
        "region": "north_east",
        "use_case": "private_party",
        "band_size": "trio_quartet",
        "p50": 1250,
        "p75": 1500,
        "sample_size": 6
      },
      {
        "region": "north_east",
        "use_case": "pubs_and_bars",
        "band_size": "any",
        "p50": 585,
        "p75": 750,
        "sample_size": 12
      },
      {
        "region": "north_east",
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 500,
        "p75": 600,
        "sample_size": 15
      },
      {
        "region": "north_east",
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 30,
        "p75": 30,
        "sample_size": 9
      },
      {
        "region": "north_east",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 360,
        "p75": 1275,
        "sample_size": 21
      },
      {
        "region": "north_east",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 1250,
        "p75": 1250,
        "sample_size": 15
      },
      {
        "region": "north_east",
        "use_case": "wedding",
        "band_size": "any",
        "p50": 820,
        "p75": 1027,
        "sample_size": 39
      },
      {
        "region": "north_east",
        "use_case": "wedding",
        "band_size": "duo",
        "p50": 603,
        "p75": 740,
        "sample_size": 6
      },
      {
        "region": "north_east",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 663,
        "p75": 697,
        "sample_size": 24
      },
      {
        "region": "north_west",
        "use_case": "private_party",
        "band_size": "any",
        "p50": 643,
        "p75": 987,
        "sample_size": 6
      },
      {
        "region": "north_west",
        "use_case": "private_party",
        "band_size": "duo",
        "p50": 367,
        "p75": 367,
        "sample_size": 3
      },
      {
        "region": "north_west",
        "use_case": "private_party",
        "band_size": "five_plus",
        "p50": 995,
        "p75": 1330,
        "sample_size": 18
      },
      {
        "region": "north_west",
        "use_case": "private_party",
        "band_size": "solo",
        "p50": 180,
        "p75": 230,
        "sample_size": 15
      },
      {
        "region": "north_west",
        "use_case": "private_party",
        "band_size": "trio_quartet",
        "p50": 818,
        "p75": 993,
        "sample_size": 24
      },
      {
        "region": "north_west",
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 450,
        "p75": 600,
        "sample_size": 36
      },
      {
        "region": "north_west",
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 350,
        "p75": 400,
        "sample_size": 18
      },
      {
        "region": "north_west",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 225,
        "p75": 300,
        "sample_size": 57
      },
      {
        "region": "north_west",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 688,
        "p75": 1000,
        "sample_size": 48
      },
      {
        "region": "north_west",
        "use_case": "wedding",
        "band_size": "any",
        "p50": 863,
        "p75": 1047,
        "sample_size": 93
      },
      {
        "region": "north_west",
        "use_case": "wedding",
        "band_size": "duo",
        "p50": 725,
        "p75": 1027,
        "sample_size": 15
      },
      {
        "region": "north_west",
        "use_case": "wedding",
        "band_size": "five_plus",
        "p50": 1330,
        "p75": 1443,
        "sample_size": 186
      },
      {
        "region": "north_west",
        "use_case": "wedding",
        "band_size": "solo",
        "p50": 319,
        "p75": 492,
        "sample_size": 30
      },
      {
        "region": "north_west",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 790,
        "p75": 983,
        "sample_size": 375
      },
      {
        "region": "northern_ireland",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 590,
        "p75": 2000,
        "sample_size": 15
      },
      {
        "region": "scotland",
        "use_case": "pubs_and_bars",
        "band_size": "any",
        "p50": 623,
        "p75": 840,
        "sample_size": 24
      },
      {
        "region": "scotland",
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 500,
        "p75": 600,
        "sample_size": 15
      },
      {
        "region": "scotland",
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 781,
        "p75": 1313,
        "sample_size": 24
      },
      {
        "region": "scotland",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 275,
        "p75": 325,
        "sample_size": 18
      },
      {
        "region": "scotland",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 525,
        "p75": 720,
        "sample_size": 21
      },
      {
        "region": "scotland",
        "use_case": "wedding",
        "band_size": "any",
        "p50": 600,
        "p75": 2333,
        "sample_size": 15
      },
      {
        "region": "scotland",
        "use_case": "wedding",
        "band_size": "duo",
        "p50": 313,
        "p75": 664,
        "sample_size": 21
      },
      {
        "region": "scotland",
        "use_case": "wedding",
        "band_size": "five_plus",
        "p50": 2175,
        "p75": 2425,
        "sample_size": 48
      },
      {
        "region": "scotland",
        "use_case": "wedding",
        "band_size": "solo",
        "p50": 373,
        "p75": 533,
        "sample_size": 6
      },
      {
        "region": "scotland",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 1148,
        "p75": 1662,
        "sample_size": 75
      },
      {
        "region": "south_east",
        "use_case": "private_party",
        "band_size": "five_plus",
        "p50": 430,
        "p75": 619,
        "sample_size": 36
      },
      {
        "region": "south_east",
        "use_case": "private_party",
        "band_size": "trio_quartet",
        "p50": 750,
        "p75": 860,
        "sample_size": 18
      },
      {
        "region": "south_east",
        "use_case": "pubs_and_bars",
        "band_size": "any",
        "p50": 390,
        "p75": 500,
        "sample_size": 12
      },
      {
        "region": "south_east",
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 475,
        "p75": 600,
        "sample_size": 30
      },
      {
        "region": "south_east",
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 425,
        "p75": 675,
        "sample_size": 57
      },
      {
        "region": "south_east",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 325,
        "p75": 325,
        "sample_size": 3
      },
      {
        "region": "south_east",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 150,
        "p75": 250,
        "sample_size": 39
      },
      {
        "region": "south_east",
        "use_case": "wedding",
        "band_size": "any",
        "p50": 653,
        "p75": 1300,
        "sample_size": 18
      },
      {
        "region": "south_east",
        "use_case": "wedding",
        "band_size": "duo",
        "p50": 448,
        "p75": 500,
        "sample_size": 18
      },
      {
        "region": "south_east",
        "use_case": "wedding",
        "band_size": "five_plus",
        "p50": 1765,
        "p75": 1800,
        "sample_size": 81
      },
      {
        "region": "south_east",
        "use_case": "wedding",
        "band_size": "solo",
        "p50": 248,
        "p75": 300,
        "sample_size": 21
      },
      {
        "region": "south_east",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 962,
        "p75": 1153,
        "sample_size": 174
      },
      {
        "region": "south_west",
        "use_case": "private_party",
        "band_size": "five_plus",
        "p50": 1130,
        "p75": 1130,
        "sample_size": 3
      },
      {
        "region": "south_west",
        "use_case": "private_party",
        "band_size": "solo",
        "p50": 680,
        "p75": 1000,
        "sample_size": 6
      },
      {
        "region": "south_west",
        "use_case": "private_party",
        "band_size": "trio_quartet",
        "p50": 1062,
        "p75": 1130,
        "sample_size": 6
      },
      {
        "region": "south_west",
        "use_case": "pubs_and_bars",
        "band_size": "duo",
        "p50": 350,
        "p75": 525,
        "sample_size": 24
      },
      {
        "region": "south_west",
        "use_case": "pubs_and_bars",
        "band_size": "five_plus",
        "p50": 550,
        "p75": 1013,
        "sample_size": 39
      },
      {
        "region": "south_west",
        "use_case": "pubs_and_bars",
        "band_size": "solo",
        "p50": 490,
        "p75": 680,
        "sample_size": 18
      },
      {
        "region": "south_west",
        "use_case": "pubs_and_bars",
        "band_size": "trio_quartet",
        "p50": 200,
        "p75": 650,
        "sample_size": 15
      },
      {
        "region": "south_west",
        "use_case": "wedding",
        "band_size": "any",
        "p50": 900,
        "p75": 1459,
        "sample_size": 117
      },
      {
        "region": "south_west",
        "use_case": "wedding",
        "band_size": "duo",
        "p50": 467,
        "p75": 657,
        "sample_size": 21
      },
      {
        "region": "south_west",
        "use_case": "wedding",
        "band_size": "five_plus",
        "p50": 1230,
        "p75": 1524,
        "sample_size": 144
      },
      {
        "region": "south_west",
        "use_case": "wedding",
        "band_size": "solo",
        "p50": 400,
        "p75": 480,
        "sample_size": 15
      },
      {
        "region": "south_west",
        "use_case": "wedding",
        "band_size": "trio_quartet",
        "p50": 920,
        "p75": 1123,
        "sample_size": 198
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      "p50": 1020,
      "p75": 1224,
      "sample_size": 15
    },
    {
      "city": "london",
      "use_case": "corporate",
      "band_size": "solo",
      "p50": 358,
      "p75": 417,
      "sample_size": 6
    },
    {
      "city": "london",
      "use_case": "private_party",
      "band_size": "any",
      "p50": 300,
      "p75": 360,
      "sample_size": 15
    },
    {
      "city": "london",
      "use_case": "private_party",
      "band_size": "duo",
      "p50": 607,
      "p75": 963,
      "sample_size": 6
    },
    {
      "city": "london",
      "use_case": "private_party",
      "band_size": "five_plus",
      "p50": 450,
      "p75": 1000,
      "sample_size": 45
    },
    {
      "city": "london",
      "use_case": "private_party",
      "band_size": "solo",
      "p50": 200,
      "p75": 500,
      "sample_size": 27
    },
    {
      "city": "london",
      "use_case": "private_party",
      "band_size": "trio_quartet",
      "p50": 582,
      "p75": 779,
      "sample_size": 24
    },
    {
      "city": "london",
      "use_case": "pubs_and_bars",
      "band_size": "duo",
      "p50": 300,
      "p75": 300,
      "sample_size": 27
    },
    {
      "city": "london",
      "use_case": "pubs_and_bars",
      "band_size": "five_plus",
      "p50": 450,
      "p75": 481,
      "sample_size": 120
    },
    {
      "city": "london",
      "use_case": "pubs_and_bars",
      "band_size": "solo",
      "p50": 238,
      "p75": 350,
      "sample_size": 108
    },
    {
      "city": "london",
      "use_case": "pubs_and_bars",
      "band_size": "trio_quartet",
      "p50": 300,
      "p75": 400,
      "sample_size": 103
    },
    {
      "city": "london",
      "use_case": "wedding",
      "band_size": "any",
      "p50": 1397,
      "p75": 1797,
      "sample_size": 327
    },
    {
      "city": "london",
      "use_case": "wedding",
      "band_size": "duo",
      "p50": 383,
      "p75": 520,
      "sample_size": 69
    },
    {
      "city": "london",
      "use_case": "wedding",
      "band_size": "five_plus",
      "p50": 1623,
      "p75": 2293,
      "sample_size": 216
    },
    {
      "city": "london",
      "use_case": "wedding",
      "band_size": "solo",
      "p50": 293,
      "p75": 413,
      "sample_size": 18
    },
    {
      "city": "london",
      "use_case": "wedding",
      "band_size": "trio_quartet",
      "p50": 917,
      "p75": 1200,
      "sample_size": 288
    },
    {
      "city": "manchester",
      "use_case": "private_party",
      "band_size": "any",
      "p50": 643,
      "p75": 987,
      "sample_size": 6
    },
    {
      "city": "manchester",
      "use_case": "private_party",
      "band_size": "duo",
      "p50": 367,
      "p75": 367,
      "sample_size": 3
    },
    {
      "city": "manchester",
      "use_case": "private_party",
      "band_size": "five_plus",
      "p50": 995,
      "p75": 1330,
      "sample_size": 18
    },
    {
      "city": "manchester",
      "use_case": "private_party",
      "band_size": "solo",
      "p50": 192,
      "p75": 230,
      "sample_size": 6
    },
    {
      "city": "manchester",
      "use_case": "private_party",
      "band_size": "trio_quartet",
      "p50": 787,
      "p75": 990,
      "sample_size": 21
    },
    {
      "city": "manchester",
      "use_case": "pubs_and_bars",
      "band_size": "duo",
      "p50": 400,
      "p75": 600,
      "sample_size": 21
    },
    {
      "city": "manchester",
      "use_case": "pubs_and_bars",
      "band_size": "five_plus",
      "p50": 350,
      "p75": 400,
      "sample_size": 12
    },
    {
      "city": "manchester",
      "use_case": "pubs_and_bars",
      "band_size": "solo",
      "p50": 250,
      "p75": 250,
      "sample_size": 15
    },
    {
      "city": "manchester",
      "use_case": "pubs_and_bars",
      "band_size": "trio_quartet",
      "p50": 700,
      "p75": 1000,
      "sample_size": 21
    },
    {
      "city": "manchester",
      "use_case": "wedding",
      "band_size": "any",
      "p50": 882,
      "p75": 1033,
      "sample_size": 102
    },
    {
      "city": "manchester",
      "use_case": "wedding",
      "band_size": "duo",
      "p50": 501,
      "p75": 800,
      "sample_size": 12
    },
    {
      "city": "manchester",
      "use_case": "wedding",
      "band_size": "five_plus",
      "p50": 1330,
      "p75": 1600,
      "sample_size": 114
    },
    {
      "city": "manchester",
      "use_case": "wedding",
      "band_size": "solo",
      "p50": 213,
      "p75": 330,
      "sample_size": 15
    },
    {
      "city": "manchester",
      "use_case": "wedding",
      "band_size": "trio_quartet",
      "p50": 825,
      "p75": 990,
      "sample_size": 252
    },
    {
      "city": "newcastle",
      "use_case": "private_party",
      "band_size": "trio_quartet",
      "p50": 1250,
      "p75": 1500,
      "sample_size": 6
    },
    {
      "city": "newcastle",
      "use_case": "pubs_and_bars",
      "band_size": "any",
      "p50": 585,
      "p75": 750,
      "sample_size": 12
    },
    {
      "city": "newcastle",
      "use_case": "pubs_and_bars",
      "band_size": "duo",
      "p50": 500,
      "p75": 600,
      "sample_size": 15
    },
    {
      "city": "newcastle",
      "use_case": "pubs_and_bars",
      "band_size": "five_plus",
      "p50": 30,
      "p75": 30,
      "sample_size": 9
    },
    {
      "city": "newcastle",
      "use_case": "pubs_and_bars",
      "band_size": "solo",
      "p50": 360,
      "p75": 1275,
      "sample_size": 21
    },
    {
      "city": "newcastle",
      "use_case": "pubs_and_bars",
      "band_size": "trio_quartet",
      "p50": 1250,
      "p75": 1250,
      "sample_size": 15
    },
    {
      "city": "newcastle",
      "use_case": "wedding",
      "band_size": "any",
      "p50": 820,
      "p75": 1027,
      "sample_size": 39
    },
    {
      "city": "newcastle",
      "use_case": "wedding",
      "band_size": "duo",
      "p50": 603,
      "p75": 740,
      "sample_size": 6
    },
    {
      "city": "newcastle",
      "use_case": "wedding",
      "band_size": "trio_quartet",
      "p50": 663,
      "p75": 697,
      "sample_size": 24
    },
    {
      "city": "nottingham",
      "use_case": "pubs_and_bars",
      "band_size": "solo",
      "p50": 250,
      "p75": 300,
      "sample_size": 15
    },
    {
      "city": "nottingham",
      "use_case": "pubs_and_bars",
      "band_size": "trio_quartet",
      "p50": 650,
      "p75": 700,
      "sample_size": 18
    },
    {
      "city": "nottingham",
      "use_case": "wedding",
      "band_size": "five_plus",
      "p50": 1383,
      "p75": 1862,
      "sample_size": 30
    },
    {
      "city": "nottingham",
      "use_case": "wedding",
      "band_size": "trio_quartet",
      "p50": 663,
      "p75": 825,
      "sample_size": 48
    },
    {
      "city": "sheffield",
      "use_case": "private_party",
      "band_size": "trio_quartet",
      "p50": 500,
      "p75": 663,
      "sample_size": 9
    },
    {
      "city": "sheffield",
      "use_case": "pubs_and_bars",
      "band_size": "any",
      "p50": 390,
      "p75": 500,
      "sample_size": 12
    },
    {
      "city": "sheffield",
      "use_case": "pubs_and_bars",
      "band_size": "trio_quartet",
      "p50": 375,
      "p75": 375,
      "sample_size": 9
    },
    {
      "city": "sheffield",
      "use_case": "wedding",
      "band_size": "any",
      "p50": 1592,
      "p75": 2095,
      "sample_size": 36
    },
    {
      "city": "sheffield",
      "use_case": "wedding",
      "band_size": "duo",
      "p50": 1658,
      "p75": 2057,
      "sample_size": 9
    },
    {
      "city": "sheffield",
      "use_case": "wedding",
      "band_size": "five_plus",
      "p50": 1226,
      "p75": 1600,
      "sample_size": 42
    },
    {
      "city": "sheffield",
      "use_case": "wedding",
      "band_size": "trio_quartet",
      "p50": 854,
      "p75": 1289,
      "sample_size": 126
    }
  ],
  "definitions": {
    "band_size": {
      "solo": "1 musician",
      "duo": "2 musicians",
      "trio_quartet": "3-4 musicians",
      "five_plus": "5 or more musicians",
      "any": "any band size"
    },
    "use_case": {
      "wedding": "Wedding ceremony + reception",
      "private_party": "Private celebrations",
      "corporate": "Corporate functions",
      "pubs_and_bars": "Pub/bar live music",
      "pub_original": "Original-music pub circuit",
      "club": "Live-music club venues",
      "festival": "Festival slots",
      "theatre": "Theatre/fringe",
      "other": "Other"
    },
    "percentiles": {
      "p50": "Median",
      "p75": "75th percentile — top quarter of market"
    }
  }
}