{
  "customers": [
    {
      "id": 1,
      "first_name": "Daniel",
      "last_name": "Sato",
      "date_of_birth": "1984-05-07",
      "email": "daniel.sato@example.net"
    },
    {
      "id": 2,
      "first_name": "Amir",
      "last_name": "Baker",
      "date_of_birth": "1990-10-04",
      "email": "amir.baker@example.org"
    },
    {
      "id": 3,
      "first_name": "Sara",
      "last_name": "Wilson",
      "date_of_birth": "1951-10-25",
      "email": "sara.wilson@example.org"
    },
    {
      "id": 4,
      "first_name": "Wei",
      "last_name": "Flores",
      "date_of_birth": "1955-06-19",
      "email": "wei.flores@example.net"
    },
    {
      "id": 5,
      "first_name": "Felix",
      "last_name": "Lee",
      "date_of_birth": "1957-06-21",
      "email": "felix.lee@example.org"
    },
    {
      "id": 6,
      "first_name": "Karim",
      "last_name": "Wright",
      "date_of_birth": "2003-07-26",
      "email": "karim.wright@example.net"
    },
    {
      "id": 7,
      "first_name": "Zara",
      "last_name": "Patel",
      "date_of_birth": "1993-11-17",
      "email": "zara.patel@example.org"
    },
    {
      "id": 8,
      "first_name": "Mila",
      "last_name": "Sousa",
      "date_of_birth": "1977-04-26",
      "email": "mila.sousa@example.net"
    },
    {
      "id": 9,
      "first_name": "Liam",
      "last_name": "Park",
      "date_of_birth": "1967-04-10",
      "email": "liam.park@example.org"
    },
    {
      "id": 10,
      "first_name": "Fatima",
      "last_name": "Wilson",
      "date_of_birth": "1960-06-30",
      "email": "fatima.wilson@example.net"
    },
    {
      "id": 11,
      "first_name": "Tariq",
      "last_name": "Clark",
      "date_of_birth": "1951-08-01",
      "email": "tariq.clark@example.org"
    },
    {
      "id": 12,
      "first_name": "Omar",
      "last_name": "Hansen",
      "date_of_birth": "1959-11-22",
      "email": "omar.hansen@example.org"
    },
    {
      "id": 13,
      "first_name": "Jonas",
      "last_name": "Clark",
      "date_of_birth": "1999-02-26",
      "email": "jonas.clark@example.com"
    },
    {
      "id": 14,
      "first_name": "Nina",
      "last_name": "Kowalski",
      "date_of_birth": "1955-01-18",
      "email": "nina.kowalski@example.net"
    },
    {
      "id": 15,
      "first_name": "Ana",
      "last_name": "Jansen",
      "date_of_birth": "1999-07-07",
      "email": "ana.jansen@example.com"
    },
    {
      "id": 16,
      "first_name": "Felix",
      "last_name": "Hughes",
      "date_of_birth": "1995-04-17",
      "email": "felix.hughes@example.net"
    },
    {
      "id": 17,
      "first_name": "Sam",
      "last_name": "Johnson",
      "date_of_birth": "2002-02-01",
      "email": "sam.johnson@example.org"
    },
    {
      "id": 18,
      "first_name": "Karim",
      "last_name": "Becker",
      "date_of_birth": "1994-10-18",
      "email": "karim.becker@example.net"
    },
    {
      "id": 19,
      "first_name": "Deniz",
      "last_name": "Larsen",
      "date_of_birth": "1976-02-24",
      "email": "deniz.larsen@example.org"
    },
    {
      "id": 20,
      "first_name": "Nadia",
      "last_name": "Silva",
      "date_of_birth": "1956-08-23",
      "email": "nadia.silva@example.net"
    },
    {
      "id": 21,
      "first_name": "Leo",
      "last_name": "Mendes",
      "date_of_birth": "1966-10-30",
      "email": "leo.mendes@example.com"
    },
    {
      "id": 22,
      "first_name": "Omar",
      "last_name": "Fischer",
      "date_of_birth": "1954-06-28",
      "email": "omar.fischer@example.net"
    },
    {
      "id": 23,
      "first_name": "Pedro",
      "last_name": "Dubois",
      "date_of_birth": "1954-03-16",
      "email": "pedro.dubois@example.com"
    },
    {
      "id": 24,
      "first_name": "Selin",
      "last_name": "Hassan",
      "date_of_birth": "2004-02-12",
      "email": "selin.hassan@example.org"
    },
    {
      "id": 25,
      "first_name": "Yara",
      "last_name": "Jensen",
      "date_of_birth": "1976-11-03",
      "email": "yara.jensen@example.com"
    },
    {
      "id": 26,
      "first_name": "James",
      "last_name": "Fischer",
      "date_of_birth": "2003-02-12",
      "email": "james.fischer@example.com"
    },
    {
      "id": 27,
      "first_name": "Ivan",
      "last_name": "Wilson",
      "date_of_birth": "1958-06-02",
      "email": "ivan.wilson@example.org"
    },
    {
      "id": 28,
      "first_name": "Maja",
      "last_name": "Oliveira",
      "date_of_birth": "1974-02-01",
      "email": "maja.oliveira@example.com"
    },
    {
      "id": 29,
      "first_name": "Deniz",
      "last_name": "Fischer",
      "date_of_birth": "1990-10-08",
      "email": "deniz.fischer@example.com"
    },
    {
      "id": 30,
      "first_name": "Mei",
      "last_name": "Ruiz",
      "date_of_birth": "1999-01-15",
      "email": "mei.ruiz@example.net"
    },
    {
      "id": 31,
      "first_name": "Maja",
      "last_name": "Vargas",
      "date_of_birth": "2002-10-13",
      "email": "maja.vargas@example.net"
    },
    {
      "id": 32,
      "first_name": "James",
      "last_name": "Park",
      "date_of_birth": "1972-09-04",
      "email": "james.park@example.com"
    },
    {
      "id": 33,
      "first_name": "Arjun",
      "last_name": "Silva",
      "date_of_birth": "2005-03-30",
      "email": "arjun.silva@example.net"
    },
    {
      "id": 34,
      "first_name": "Sara",
      "last_name": "Jansen",
      "date_of_birth": "1987-02-11",
      "email": "sara.jansen@example.org"
    },
    {
      "id": 35,
      "first_name": "Alice",
      "last_name": "Evans",
      "date_of_birth": "1981-05-30",
      "email": "alice.evans@example.org"
    },
    {
      "id": 36,
      "first_name": "Olivia",
      "last_name": "Kim",
      "date_of_birth": "1971-08-31",
      "email": "olivia.kim@example.net"
    },
    {
      "id": 37,
      "first_name": "Hannah",
      "last_name": "Sato",
      "date_of_birth": "1990-08-17",
      "email": "hannah.sato@example.org"
    },
    {
      "id": 38,
      "first_name": "Sven",
      "last_name": "Almeida",
      "date_of_birth": "1971-03-20",
      "email": "sven.almeida@example.net"
    },
    {
      "id": 39,
      "first_name": "Chen",
      "last_name": "Kowalski",
      "date_of_birth": "2002-01-03",
      "email": "chen.kowalski@example.com"
    },
    {
      "id": 40,
      "first_name": "Mila",
      "last_name": "Yilmaz",
      "date_of_birth": "1957-03-23",
      "email": "mila.yilmaz@example.net"
    },
    {
      "id": 41,
      "first_name": "Anna",
      "last_name": "Sato",
      "date_of_birth": "1972-02-09",
      "email": "anna.sato@example.net"
    },
    {
      "id": 42,
      "first_name": "James",
      "last_name": "Bennett",
      "date_of_birth": "1972-11-24",
      "email": "james.bennett@example.net"
    },
    {
      "id": 43,
      "first_name": "Hugo",
      "last_name": "Larsen",
      "date_of_birth": "1984-09-03",
      "email": "hugo.larsen@example.com"
    },
    {
      "id": 44,
      "first_name": "Mohamed",
      "last_name": "Pereira",
      "date_of_birth": "1953-02-04",
      "email": "mohamed.pereira@example.com"
    },
    {
      "id": 45,
      "first_name": "Emma",
      "last_name": "Klein",
      "date_of_birth": "1975-02-19",
      "email": "emma.klein@example.org"
    },
    {
      "id": 46,
      "first_name": "Tomas",
      "last_name": "Singh",
      "date_of_birth": "1984-03-26",
      "email": "tomas.singh@example.org"
    },
    {
      "id": 47,
      "first_name": "Priya",
      "last_name": "Novak",
      "date_of_birth": "1979-06-23",
      "email": "priya.novak@example.org"
    },
    {
      "id": 48,
      "first_name": "Ruby",
      "last_name": "Vargas",
      "date_of_birth": "1989-05-22",
      "email": "ruby.vargas@example.org"
    },
    {
      "id": 49,
      "first_name": "Mohamed",
      "last_name": "Meyer",
      "date_of_birth": "1984-10-07",
      "email": "mohamed.meyer@example.net"
    },
    {
      "id": 50,
      "first_name": "Elif",
      "last_name": "Hassan",
      "date_of_birth": "1953-09-01",
      "email": "elif.hassan@example.com"
    },
    {
      "id": 51,
      "first_name": "Laura",
      "last_name": "Demir",
      "date_of_birth": "1988-12-20",
      "email": "laura.demir@example.net"
    },
    {
      "id": 52,
      "first_name": "Lena",
      "last_name": "Hassan",
      "date_of_birth": "1970-06-01",
      "email": "lena.hassan@example.org"
    },
    {
      "id": 53,
      "first_name": "Ines",
      "last_name": "Almeida",
      "date_of_birth": "1963-11-30",
      "email": "ines.almeida@example.net"
    },
    {
      "id": 54,
      "first_name": "Mohamed",
      "last_name": "Wilson",
      "date_of_birth": "1981-02-12",
      "email": "mohamed.wilson@example.com"
    },
    {
      "id": 55,
      "first_name": "Emma",
      "last_name": "Nakamura",
      "date_of_birth": "1997-06-22",
      "email": "emma.nakamura@example.com"
    },
    {
      "id": 56,
      "first_name": "Amir",
      "last_name": "Bennett",
      "date_of_birth": "1985-07-27",
      "email": "amir.bennett@example.net"
    },
    {
      "id": 57,
      "first_name": "Lina",
      "last_name": "Diaz",
      "date_of_birth": "1962-03-25",
      "email": "lina.diaz@example.org"
    },
    {
      "id": 58,
      "first_name": "Hugo",
      "last_name": "Evans",
      "date_of_birth": "1951-01-10",
      "email": "hugo.evans@example.net"
    },
    {
      "id": 59,
      "first_name": "Mei",
      "last_name": "Gomez",
      "date_of_birth": "1968-12-30",
      "email": "mei.gomez@example.org"
    },
    {
      "id": 60,
      "first_name": "Carlos",
      "last_name": "Kaya",
      "date_of_birth": "1951-04-16",
      "email": "carlos.kaya@example.net"
    },
    {
      "id": 61,
      "first_name": "Leo",
      "last_name": "Sato",
      "date_of_birth": "1956-05-04",
      "email": "leo.sato@example.net"
    },
    {
      "id": 62,
      "first_name": "Priya",
      "last_name": "Vargas",
      "date_of_birth": "1968-06-15",
      "email": "priya.vargas@example.org"
    },
    {
      "id": 63,
      "first_name": "Yara",
      "last_name": "Miller",
      "date_of_birth": "1969-12-16",
      "email": "yara.miller@example.net"
    },
    {
      "id": 64,
      "first_name": "Carlos",
      "last_name": "Young",
      "date_of_birth": "1961-01-01",
      "email": "carlos.young@example.net"
    },
    {
      "id": 65,
      "first_name": "Ines",
      "last_name": "Miller",
      "date_of_birth": "2005-03-13",
      "email": "ines.miller@example.org"
    },
    {
      "id": 66,
      "first_name": "Daniel",
      "last_name": "Davis",
      "date_of_birth": "1974-08-08",
      "email": "daniel.davis@example.org"
    },
    {
      "id": 67,
      "first_name": "Chloe",
      "last_name": "Torres",
      "date_of_birth": "2005-08-24",
      "email": "chloe.torres@example.net"
    },
    {
      "id": 68,
      "first_name": "Maya",
      "last_name": "Zhang",
      "date_of_birth": "1983-07-01",
      "email": "maya.zhang@example.org"
    },
    {
      "id": 69,
      "first_name": "Felix",
      "last_name": "Walker",
      "date_of_birth": "1978-09-20",
      "email": "felix.walker@example.net"
    },
    {
      "id": 70,
      "first_name": "Zara",
      "last_name": "Singh",
      "date_of_birth": "1964-12-29",
      "email": "zara.singh@example.net"
    },
    {
      "id": 71,
      "first_name": "Elif",
      "last_name": "Costa",
      "date_of_birth": "1969-01-27",
      "email": "elif.costa@example.org"
    },
    {
      "id": 72,
      "first_name": "Ethan",
      "last_name": "Ali",
      "date_of_birth": "1982-03-05",
      "email": "ethan.ali@example.org"
    },
    {
      "id": 73,
      "first_name": "Pedro",
      "last_name": "Taylor",
      "date_of_birth": "1954-01-25",
      "email": "pedro.taylor@example.com"
    },
    {
      "id": 74,
      "first_name": "Nina",
      "last_name": "Pereira",
      "date_of_birth": "1984-08-18",
      "email": "nina.pereira@example.net"
    },
    {
      "id": 75,
      "first_name": "Wei",
      "last_name": "Klein",
      "date_of_birth": "1995-01-08",
      "email": "wei.klein@example.org"
    },
    {
      "id": 76,
      "first_name": "Elif",
      "last_name": "Schmidt",
      "date_of_birth": "1990-02-08",
      "email": "elif.schmidt@example.net"
    },
    {
      "id": 77,
      "first_name": "Sofia",
      "last_name": "Chen",
      "date_of_birth": "1970-06-04",
      "email": "sofia.chen@example.com"
    },
    {
      "id": 78,
      "first_name": "Yusuf",
      "last_name": "Costa",
      "date_of_birth": "1973-01-31",
      "email": "yusuf.costa@example.net"
    },
    {
      "id": 79,
      "first_name": "Chen",
      "last_name": "Zhang",
      "date_of_birth": "1983-01-05",
      "email": "chen.zhang@example.com"
    },
    {
      "id": 80,
      "first_name": "Mei",
      "last_name": "Jansen",
      "date_of_birth": "1982-11-16",
      "email": "mei.jansen@example.net"
    },
    {
      "id": 81,
      "first_name": "James",
      "last_name": "Sato",
      "date_of_birth": "1950-02-03",
      "email": "james.sato@example.com"
    },
    {
      "id": 82,
      "first_name": "Daniel",
      "last_name": "Kumar",
      "date_of_birth": "1989-08-01",
      "email": "daniel.kumar@example.org"
    },
    {
      "id": 83,
      "first_name": "Elena",
      "last_name": "Walker",
      "date_of_birth": "1982-10-24",
      "email": "elena.walker@example.org"
    },
    {
      "id": 84,
      "first_name": "Sam",
      "last_name": "Gupta",
      "date_of_birth": "1994-02-13",
      "email": "sam.gupta@example.net"
    },
    {
      "id": 85,
      "first_name": "Rosa",
      "last_name": "Jensen",
      "date_of_birth": "1957-02-18",
      "email": "rosa.jensen@example.com"
    },
    {
      "id": 86,
      "first_name": "Emma",
      "last_name": "Khan",
      "date_of_birth": "2004-08-19",
      "email": "emma.khan@example.org"
    },
    {
      "id": 87,
      "first_name": "Yara",
      "last_name": "Nguyen",
      "date_of_birth": "1979-12-20",
      "email": "yara.nguyen@example.com"
    },
    {
      "id": 88,
      "first_name": "Laura",
      "last_name": "Fischer",
      "date_of_birth": "2002-11-15",
      "email": "laura.fischer@example.org"
    },
    {
      "id": 89,
      "first_name": "Carla",
      "last_name": "Zhang",
      "date_of_birth": "1965-07-09",
      "email": "carla.zhang@example.net"
    },
    {
      "id": 90,
      "first_name": "Lina",
      "last_name": "Rossi",
      "date_of_birth": "1974-04-23",
      "email": "lina.rossi@example.net"
    },
    {
      "id": 91,
      "first_name": "Ravi",
      "last_name": "Gomez",
      "date_of_birth": "1985-09-19",
      "email": "ravi.gomez@example.net"
    },
    {
      "id": 92,
      "first_name": "Sven",
      "last_name": "Murphy",
      "date_of_birth": "1966-09-26",
      "email": "sven.murphy@example.com"
    },
    {
      "id": 93,
      "first_name": "Victor",
      "last_name": "Pereira",
      "date_of_birth": "1960-06-14",
      "email": "victor.pereira@example.org"
    },
    {
      "id": 94,
      "first_name": "Chen",
      "last_name": "Bennett",
      "date_of_birth": "1991-08-20",
      "email": "chen.bennett@example.org"
    },
    {
      "id": 95,
      "first_name": "Uma",
      "last_name": "Nguyen",
      "date_of_birth": "1982-05-17",
      "email": "uma.nguyen@example.com"
    },
    {
      "id": 96,
      "first_name": "Hannah",
      "last_name": "Larsen",
      "date_of_birth": "2002-05-20",
      "email": "hannah.larsen@example.net"
    },
    {
      "id": 97,
      "first_name": "Jade",
      "last_name": "Novak",
      "date_of_birth": "1979-02-20",
      "email": "jade.novak@example.net"
    },
    {
      "id": 98,
      "first_name": "Priya",
      "last_name": "Kowalski",
      "date_of_birth": "1958-04-23",
      "email": "priya.kowalski@example.org"
    },
    {
      "id": 99,
      "first_name": "Jack",
      "last_name": "Yilmaz",
      "date_of_birth": "2003-04-17",
      "email": "jack.yilmaz@example.net"
    },
    {
      "id": 100,
      "first_name": "Ines",
      "last_name": "Patel",
      "date_of_birth": "1955-11-12",
      "email": "ines.patel@example.net"
    }
  ],
  "medications": [
    {
      "id": 1,
      "name": "Eco Monitor",
      "category": "Prescription",
      "stock_quantity": 113
    },
    {
      "id": 2,
      "name": "Deluxe Kettle",
      "category": "Over-the-Counter",
      "stock_quantity": 117
    },
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      "id": 3,
      "name": "Slim Kettle",
      "category": "Prescription",
      "stock_quantity": 192
    },
    {
      "id": 4,
      "name": "Standard Bottle",
      "category": "Over-the-Counter",
      "stock_quantity": 9
    },
    {
      "id": 5,
      "name": "Essential Pan",
      "category": "Specialty",
      "stock_quantity": 30
    },
    {
      "id": 6,
      "name": "Classic Monitor",
      "category": "Specialty",
      "stock_quantity": 32
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    {
      "id": 7,
      "name": "Smart Keyboard",
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      "stock_quantity": 105
    },
    {
      "id": 8,
      "name": "Wireless Toolkit",
      "category": "Over-the-Counter",
      "stock_quantity": 49
    },
    {
      "id": 9,
      "name": "Mini Desk Lamp",
      "category": "Specialty",
      "stock_quantity": 53
    },
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      "id": 10,
      "name": "Modern Chair",
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      "stock_quantity": 29
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      "id": 11,
      "name": "Mini Notebook",
      "category": "Specialty",
      "stock_quantity": 193
    },
    {
      "id": 12,
      "name": "Essential Backpack",
      "category": "Over-the-Counter",
      "stock_quantity": 139
    },
    {
      "id": 13,
      "name": "Slim Headphones",
      "category": "Over-the-Counter",
      "stock_quantity": 171
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    {
      "id": 14,
      "name": "Folding Headphones",
      "category": "Prescription",
      "stock_quantity": 163
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    {
      "id": 15,
      "name": "Deluxe Speaker",
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      "id": 16,
      "name": "Folding Pan",
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