// Loan Applications for Credit Scoring and Risk Assessment Pipelines (loan-applications-for-credit-scoring-and-risk-assessment-pipelines) v1 — Prisma seed
// Synthetic sample data, CC0-1.0. Generated deterministically; re-running the
// generator with the same spec and seed reproduces this file exactly.
//
// Delegates are named after the tables (prisma.applicants), which assumes models
// mapped to those table names. Rename the delegates if your models differ.
import { PrismaClient } from '@prisma/client';

const prisma = new PrismaClient();

async function main() {
    await prisma.applicants.createMany({
        data: [
            { id: 1, first_name: "Patty", last_name: "Torphy", birth_year: 1972, city: "Tigard", housing: "mortgage", years_at_address: 10, employment_status: "self_employed", earned_income: "66258", other_income: null, annual_income: "66258" },
            { id: 2, first_name: "Melvina", last_name: "Altenwerth-Mosciski", birth_year: 1979, city: "Lubowitzborough", housing: "rent", years_at_address: 11, employment_status: "self_employed", earned_income: "48084", other_income: null, annual_income: "48084" },
            { id: 3, first_name: "Lea", last_name: "Beier", birth_year: 1977, city: "Lake Kelsie", housing: "own_outright", years_at_address: 14, employment_status: "employed_part_time", earned_income: "107669", other_income: null, annual_income: "107669" },
            { id: 4, first_name: "Malika", last_name: "Labadie", birth_year: 1972, city: "Port Jerod", housing: "mortgage", years_at_address: 8, employment_status: "retired", earned_income: null, other_income: "14543", annual_income: "14543" },
            { id: 5, first_name: "River", last_name: "Stark-Baumbach", birth_year: 1980, city: "West Damion", housing: "rent", years_at_address: 13, employment_status: "employed_full_time", earned_income: "93879", other_income: null, annual_income: "93879" },
            { id: 6, first_name: "Pete", last_name: "Littel", birth_year: 1983, city: "Amarihaven", housing: "rent", years_at_address: 3, employment_status: "employed_full_time", earned_income: "19018", other_income: null, annual_income: "19018" },
            { id: 7, first_name: "Faye", last_name: "Metz", birth_year: 1978, city: "Port Erna", housing: "mortgage", years_at_address: 1, employment_status: "employed_full_time", earned_income: "32546", other_income: null, annual_income: "32546" },
            { id: 8, first_name: "Eveline", last_name: "Jones", birth_year: 1988, city: "Alekboro", housing: "mortgage", years_at_address: 6, employment_status: "employed_full_time", earned_income: "14177", other_income: null, annual_income: "14177" },
            { id: 9, first_name: "Joel", last_name: "Berge", birth_year: 1978, city: "Grand Forks", housing: "own_outright", years_at_address: 0, employment_status: "employed_full_time", earned_income: "75935", other_income: null, annual_income: "75935" },
            { id: 10, first_name: "Jadon", last_name: "Schaefer", birth_year: 1963, city: "West Tatyanafield", housing: "mortgage", years_at_address: 9, employment_status: "self_employed", earned_income: "114882", other_income: null, annual_income: "114882" },
            { id: 11, first_name: "Kristine", last_name: "McCullough", birth_year: 1986, city: "Lake Dana", housing: "mortgage", years_at_address: 3, employment_status: "employed_part_time", earned_income: "15625", other_income: null, annual_income: "15625" },
            { id: 12, first_name: "Daphney", last_name: "Kreiger", birth_year: 1984, city: "Kuhicfurt", housing: "mortgage", years_at_address: 20, employment_status: "self_employed", earned_income: "113269", other_income: null, annual_income: "113269" },
            { id: 13, first_name: "Chelsie", last_name: "Hayes", birth_year: 1988, city: "Fort Jayde", housing: "mortgage", years_at_address: 14, employment_status: "student", earned_income: null, other_income: "3316", annual_income: "3316" },
            { id: 14, first_name: "Asia", last_name: "Grant", birth_year: 1974, city: "Port Emmitt", housing: "with_family", years_at_address: 3, employment_status: "employed_full_time", earned_income: "66821", other_income: null, annual_income: "66821" },
            { id: 15, first_name: "Vicenta", last_name: "Kreiger", birth_year: 1984, city: "East Hannah", housing: "mortgage", years_at_address: 7, employment_status: "employed_full_time", earned_income: "28898", other_income: null, annual_income: "28898" },
            { id: 16, first_name: "Rupert", last_name: "Wintheiser", birth_year: 1966, city: "Rubyberg", housing: "with_family", years_at_address: 2, employment_status: "employed_part_time", earned_income: "98877", other_income: null, annual_income: "98877" },
            { id: 17, first_name: "Alejandro", last_name: "Doyle", birth_year: 1969, city: "Kingsport", housing: "mortgage", years_at_address: 24, employment_status: "employed_full_time", earned_income: "45074", other_income: null, annual_income: "45074" },
            { id: 18, first_name: "Reece", last_name: "Daniel-Keebler", birth_year: 1991, city: "Maxshire", housing: "rent", years_at_address: 5, employment_status: "unemployed", earned_income: null, other_income: "9549", annual_income: "9549" },
            { id: 19, first_name: "Tia", last_name: "Koss", birth_year: 1964, city: "Isaiahborough", housing: "mortgage", years_at_address: 20, employment_status: "employed_full_time", earned_income: "36969", other_income: null, annual_income: "36969" },
            { id: 20, first_name: "Consuelo", last_name: "Zieme", birth_year: 1972, city: "Champlinhaven", housing: "with_family", years_at_address: 10, employment_status: "retired", earned_income: null, other_income: "3101", annual_income: "3101" },
            { id: 21, first_name: "Kathlyn", last_name: "Ziemann", birth_year: 1970, city: "West Tonyacester", housing: "rent", years_at_address: 1, employment_status: "employed_full_time", earned_income: "19144", other_income: null, annual_income: "19144" },
            { id: 22, first_name: "Coty", last_name: "Reichel", birth_year: 1987, city: "Rooseveltworth", housing: "own_outright", years_at_address: 15, employment_status: "employed_full_time", earned_income: "117423", other_income: null, annual_income: "117423" },
            { id: 23, first_name: "Winfield", last_name: "Koch", birth_year: 1972, city: "O'Reillytown", housing: "rent", years_at_address: 26, employment_status: "student", earned_income: null, other_income: "4271", annual_income: "4271" },
            { id: 24, first_name: "Warren", last_name: "Mraz", birth_year: 1981, city: "North Robertland", housing: "mortgage", years_at_address: 19, employment_status: "unemployed", earned_income: null, other_income: "6943", annual_income: "6943" },
            { id: 25, first_name: "Leila", last_name: "Baumbach", birth_year: 1978, city: "Nathanialshire", housing: "rent", years_at_address: 3, employment_status: "employed_full_time", earned_income: "108062", other_income: null, annual_income: "108062" },
            { id: 26, first_name: "Dorthy", last_name: "Hahn", birth_year: 1973, city: "Amandamouth", housing: "rent", years_at_address: 19, employment_status: "self_employed", earned_income: "38920", other_income: null, annual_income: "38920" },
            { id: 27, first_name: "Jose", last_name: "Dach", birth_year: 1986, city: "North Dovieside", housing: "mortgage", years_at_address: 2, employment_status: "employed_full_time", earned_income: "77333", other_income: null, annual_income: "77333" },
            { id: 28, first_name: "Griffin", last_name: "Brown", birth_year: 1986, city: "Port Elliotworth", housing: "rent", years_at_address: 25, employment_status: "employed_full_time", earned_income: "74370", other_income: null, annual_income: "74370" },
            { id: 29, first_name: "Duncan", last_name: "Johnston", birth_year: 1986, city: "Port Ernesto", housing: "rent", years_at_address: 29, employment_status: "self_employed", earned_income: "25884", other_income: null, annual_income: "25884" },
            { id: 30, first_name: "Regan", last_name: "Runolfsson", birth_year: 1965, city: "Johnston-Friesenville", housing: "rent", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "3301", annual_income: "3301" },
            { id: 31, first_name: "Wyatt", last_name: "Cremin-Hintz", birth_year: 1982, city: "Vincenzastead", housing: "rent", years_at_address: 21, employment_status: "employed_full_time", earned_income: "120587", other_income: null, annual_income: "120587" },
            { id: 32, first_name: "Bobby", last_name: "Bogan", birth_year: 1981, city: "Schimmelfurt", housing: "mortgage", years_at_address: 5, employment_status: "retired", earned_income: null, other_income: "3143", annual_income: "3143" },
            { id: 33, first_name: "Emmy", last_name: "Johnson", birth_year: 1985, city: "Fort Hellen", housing: "with_family", years_at_address: 4, employment_status: "employed_full_time", earned_income: "129483", other_income: null, annual_income: "129483" },
            { id: 34, first_name: "Jimmy", last_name: "Wyman", birth_year: 1990, city: "New Lynda", housing: "own_outright", years_at_address: 20, employment_status: "employed_full_time", earned_income: "24012", other_income: null, annual_income: "24012" },
            { id: 35, first_name: "Oral", last_name: "Lindgren", birth_year: 1992, city: "Corkerytown", housing: "mortgage", years_at_address: 12, employment_status: "employed_full_time", earned_income: "35424", other_income: null, annual_income: "35424" },
            { id: 36, first_name: "Raegan", last_name: "Weber", birth_year: 1988, city: "West Allis", housing: "with_family", years_at_address: 21, employment_status: "employed_full_time", earned_income: "66430", other_income: null, annual_income: "66430" },
            { id: 37, first_name: "Bridgette", last_name: "Lebsack", birth_year: 1991, city: "Destinibury", housing: "rent", years_at_address: 14, employment_status: "retired", earned_income: null, other_income: "27868", annual_income: "27868" },
            { id: 38, first_name: "Skylar", last_name: "Kilback", birth_year: 1969, city: "Darbyview", housing: "mortgage", years_at_address: 0, employment_status: "employed_full_time", earned_income: "120540", other_income: null, annual_income: "120540" },
            { id: 39, first_name: "Ernesto", last_name: "Labadie", birth_year: 1980, city: "League City", housing: "mortgage", years_at_address: 19, employment_status: "employed_part_time", earned_income: "17284", other_income: null, annual_income: "17284" },
            { id: 40, first_name: "Giovanna", last_name: "Crooks-Jaskolski", birth_year: 1976, city: "Racine", housing: "own_outright", years_at_address: 17, employment_status: "retired", earned_income: null, other_income: "3977", annual_income: "3977" },
            { id: 41, first_name: "Gilbert", last_name: "Steuber", birth_year: 1989, city: "Harrisberg", housing: "with_family", years_at_address: 1, employment_status: "employed_full_time", earned_income: "20801", other_income: null, annual_income: "20801" },
            { id: 42, first_name: "Ned", last_name: "Mante", birth_year: 1973, city: "Arvidstad", housing: "rent", years_at_address: 10, employment_status: "employed_full_time", earned_income: "25755", other_income: null, annual_income: "25755" },
            { id: 43, first_name: "Freida", last_name: "Terry", birth_year: 1987, city: "Minot", housing: "mortgage", years_at_address: 5, employment_status: "self_employed", earned_income: "36789", other_income: null, annual_income: "36789" },
            { id: 44, first_name: "Ava", last_name: "Kris", birth_year: 1994, city: "Port Kory", housing: "mortgage", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "13766", annual_income: "13766" },
            { id: 45, first_name: "Mellie", last_name: "Russel", birth_year: 1984, city: "Fort Mertieton", housing: "rent", years_at_address: 0, employment_status: "self_employed", earned_income: "20368", other_income: null, annual_income: "20368" },
            { id: 46, first_name: "Estelle", last_name: "Flatley", birth_year: 1968, city: "Port Cary", housing: "mortgage", years_at_address: 18, employment_status: "employed_full_time", earned_income: "122598", other_income: null, annual_income: "122598" },
            { id: 47, first_name: "Otha", last_name: "Muller", birth_year: 1976, city: "Justynland", housing: "with_family", years_at_address: 9, employment_status: "employed_full_time", earned_income: "148775", other_income: null, annual_income: "148775" },
            { id: 48, first_name: "Claire", last_name: "Streich", birth_year: 1982, city: "Lake Eldabury", housing: "own_outright", years_at_address: 9, employment_status: "employed_full_time", earned_income: "164405", other_income: null, annual_income: "164405" },
            { id: 49, first_name: "Victoria", last_name: "Hauck", birth_year: 1982, city: "West Jaylenberg", housing: "rent", years_at_address: 20, employment_status: "employed_part_time", earned_income: "42977", other_income: null, annual_income: "42977" },
            { id: 50, first_name: "Quinton", last_name: "Lockman", birth_year: 1987, city: "South Shana", housing: "rent", years_at_address: 5, employment_status: "employed_part_time", earned_income: "86470", other_income: null, annual_income: "86470" },
            { id: 51, first_name: "Seth", last_name: "Beahan", birth_year: 1983, city: "Hermannport", housing: "rent", years_at_address: 29, employment_status: "employed_full_time", earned_income: "54764", other_income: null, annual_income: "54764" },
            { id: 52, first_name: "Laurine", last_name: "Konopelski", birth_year: 1981, city: "Marielafurt", housing: "mortgage", years_at_address: 10, employment_status: "employed_part_time", earned_income: "34690", other_income: null, annual_income: "34690" },
            { id: 53, first_name: "Elva", last_name: "Wintheiser", birth_year: 1982, city: "South Abbey", housing: "rent", years_at_address: 7, employment_status: "self_employed", earned_income: "105390", other_income: null, annual_income: "105390" },
            { id: 54, first_name: "Kennith", last_name: "Lindgren", birth_year: 1980, city: "New Brandynburgh", housing: "with_family", years_at_address: 3, employment_status: "employed_part_time", earned_income: "23530", other_income: null, annual_income: "23530" },
            { id: 55, first_name: "Ebony", last_name: "Lehner", birth_year: 1977, city: "East Lilyan", housing: "rent", years_at_address: 1, employment_status: "employed_full_time", earned_income: "131720", other_income: null, annual_income: "131720" },
            { id: 56, first_name: "Dashawn", last_name: "Senger", birth_year: 1984, city: "East Millerside", housing: "rent", years_at_address: 15, employment_status: "employed_full_time", earned_income: "47423", other_income: null, annual_income: "47423" },
            { id: 57, first_name: "Kristian", last_name: "Abbott", birth_year: 1984, city: "Gilesport", housing: "with_family", years_at_address: 1, employment_status: "employed_full_time", earned_income: "19761", other_income: null, annual_income: "19761" },
            { id: 58, first_name: "Bryan", last_name: "Becker", birth_year: 1975, city: "Johns Creek", housing: "mortgage", years_at_address: 2, employment_status: "employed_full_time", earned_income: "123058", other_income: null, annual_income: "123058" },
            { id: 59, first_name: "Skyla", last_name: "O'Conner", birth_year: 1980, city: "East Kielchester", housing: "rent", years_at_address: 22, employment_status: "employed_full_time", earned_income: "33089", other_income: null, annual_income: "33089" },
            { id: 60, first_name: "Alberto", last_name: "Ratke", birth_year: 1989, city: "Visalia", housing: "mortgage", years_at_address: 23, employment_status: "retired", earned_income: null, other_income: "10024", annual_income: "10024" },
            { id: 61, first_name: "Connor", last_name: "Reynolds", birth_year: 1990, city: "Doral", housing: "rent", years_at_address: 8, employment_status: "employed_full_time", earned_income: "54443", other_income: null, annual_income: "54443" },
            { id: 62, first_name: "Oma", last_name: "Mertz", birth_year: 1989, city: "Loustead", housing: "rent", years_at_address: 1, employment_status: "retired", earned_income: null, other_income: "10913", annual_income: "10913" },
            { id: 63, first_name: "Mario", last_name: "Ritchie", birth_year: 1974, city: "South Elvistown", housing: "rent", years_at_address: 0, employment_status: "employed_full_time", earned_income: "155595", other_income: null, annual_income: "155595" },
            { id: 64, first_name: "Asha", last_name: "Paucek", birth_year: 1982, city: "Lacey", housing: "rent", years_at_address: 12, employment_status: "employed_full_time", earned_income: "46548", other_income: null, annual_income: "46548" },
            { id: 65, first_name: "Elvie", last_name: "Olson", birth_year: 1968, city: "Emmetmouth", housing: "rent", years_at_address: 2, employment_status: "employed_full_time", earned_income: "151749", other_income: null, annual_income: "151749" },
            { id: 66, first_name: "Tate", last_name: "Ward", birth_year: 1991, city: "Lomashire", housing: "rent", years_at_address: 26, employment_status: "employed_full_time", earned_income: "126927", other_income: null, annual_income: "126927" },
            { id: 67, first_name: "Jeanie", last_name: "Gerhold", birth_year: 1989, city: "Yorba Linda", housing: "mortgage", years_at_address: 4, employment_status: "self_employed", earned_income: "158683", other_income: null, annual_income: "158683" },
            { id: 68, first_name: "Unique", last_name: "Konopelski", birth_year: 1973, city: "Odessa", housing: "with_family", years_at_address: 22, employment_status: "employed_full_time", earned_income: "98615", other_income: null, annual_income: "98615" },
            { id: 69, first_name: "Easton", last_name: "Prohaska", birth_year: 1972, city: "Columbia", housing: "rent", years_at_address: 9, employment_status: "self_employed", earned_income: "16012", other_income: null, annual_income: "16012" },
            { id: 70, first_name: "Nova", last_name: "Reynolds", birth_year: 1990, city: "Powlowski-Caspercester", housing: "mortgage", years_at_address: 2, employment_status: "student", earned_income: null, other_income: "4505", annual_income: "4505" },
            { id: 71, first_name: "Queen", last_name: "Baumbach", birth_year: 1980, city: "Finnhaven", housing: "mortgage", years_at_address: 0, employment_status: "employed_full_time", earned_income: "114420", other_income: null, annual_income: "114420" },
            { id: 72, first_name: "Samir", last_name: "Paucek", birth_year: 1973, city: "New Kody", housing: "with_family", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "4399", annual_income: "4399" },
            { id: 73, first_name: "Oran", last_name: "Marvin", birth_year: 1972, city: "Smithambury", housing: "rent", years_at_address: 0, employment_status: "self_employed", earned_income: "14204", other_income: null, annual_income: "14204" },
            { id: 74, first_name: "Terrance", last_name: "Collier", birth_year: 1980, city: "East Chloe", housing: "mortgage", years_at_address: 22, employment_status: "student", earned_income: null, other_income: "19605", annual_income: "19605" },
            { id: 75, first_name: "Jett", last_name: "Carter", birth_year: 1988, city: "West Wilmer", housing: "with_family", years_at_address: 2, employment_status: "employed_full_time", earned_income: "19730", other_income: null, annual_income: "19730" },
            { id: 76, first_name: "Eldred", last_name: "Bergstrom", birth_year: 1964, city: "Wichita", housing: "with_family", years_at_address: 1, employment_status: "employed_full_time", earned_income: "22787", other_income: null, annual_income: "22787" },
            { id: 77, first_name: "Maximillia", last_name: "Witting", birth_year: 1984, city: "Kundecester", housing: "rent", years_at_address: 16, employment_status: "employed_full_time", earned_income: "107084", other_income: null, annual_income: "107084" },
            { id: 78, first_name: "Riley", last_name: "Hoeger", birth_year: 1972, city: "Millerchester", housing: "with_family", years_at_address: 25, employment_status: "student", earned_income: null, other_income: "34185", annual_income: "34185" },
            { id: 79, first_name: "Jovany", last_name: "Yost", birth_year: 1979, city: "Lake Nova", housing: "rent", years_at_address: 2, employment_status: "employed_full_time", earned_income: "16616", other_income: null, annual_income: "16616" },
            { id: 80, first_name: "Lavonne", last_name: "Langosh", birth_year: 1979, city: "Cutler Bay", housing: "mortgage", years_at_address: 27, employment_status: "employed_full_time", earned_income: "128786", other_income: null, annual_income: "128786" },
            { id: 81, first_name: "Garnett", last_name: "Ratke", birth_year: 1973, city: "Bruenville", housing: "mortgage", years_at_address: 5, employment_status: "self_employed", earned_income: "158134", other_income: null, annual_income: "158134" },
            { id: 82, first_name: "Jaclyn", last_name: "Stanton", birth_year: 1970, city: "Catonsville", housing: "rent", years_at_address: 0, employment_status: "employed_full_time", earned_income: "75534", other_income: null, annual_income: "75534" },
            { id: 83, first_name: "Jordane", last_name: "Sanford", birth_year: 1982, city: "Lake Betty", housing: "own_outright", years_at_address: 1, employment_status: "employed_full_time", earned_income: "18746", other_income: null, annual_income: "18746" },
            { id: 84, first_name: "Carole", last_name: "Wiza", birth_year: 1972, city: "Port Justinburgh", housing: "rent", years_at_address: 24, employment_status: "employed_full_time", earned_income: "15752", other_income: null, annual_income: "15752" },
            { id: 85, first_name: "Jett", last_name: "Franey", birth_year: 1973, city: "Reesestad", housing: "rent", years_at_address: 2, employment_status: "retired", earned_income: null, other_income: "7250", annual_income: "7250" },
            { id: 86, first_name: "Nannie", last_name: "Schulist", birth_year: 1974, city: "Lake Cole", housing: "mortgage", years_at_address: 10, employment_status: "unemployed", earned_income: null, other_income: "8936", annual_income: "8936" },
            { id: 87, first_name: "Ryan", last_name: "Funk", birth_year: 1990, city: "Leschmouth", housing: "rent", years_at_address: 0, employment_status: "employed_full_time", earned_income: "82361", other_income: null, annual_income: "82361" },
            { id: 88, first_name: "Mara", last_name: "Frami", birth_year: 1979, city: "Nikobury", housing: "own_outright", years_at_address: 20, employment_status: "employed_full_time", earned_income: "24627", other_income: null, annual_income: "24627" },
            { id: 89, first_name: "Andrew", last_name: "Heathcote", birth_year: 1981, city: "Mathewboro", housing: "rent", years_at_address: 15, employment_status: "employed_part_time", earned_income: "93770", other_income: null, annual_income: "93770" },
            { id: 90, first_name: "Douglas", last_name: "Hegmann", birth_year: 1973, city: "Port Schuyler", housing: "own_outright", years_at_address: 23, employment_status: "employed_full_time", earned_income: "76027", other_income: null, annual_income: "76027" },
            { id: 91, first_name: "Julie", last_name: "Rath", birth_year: 1968, city: "Philadelphia", housing: "rent", years_at_address: 23, employment_status: "employed_part_time", earned_income: "18852", other_income: null, annual_income: "18852" },
            { id: 92, first_name: "Georgia", last_name: "Hahn", birth_year: 1990, city: "Manteca", housing: "rent", years_at_address: 5, employment_status: "employed_full_time", earned_income: "27611", other_income: null, annual_income: "27611" },
            { id: 93, first_name: "Shad", last_name: "Pfannerstill", birth_year: 1976, city: "East Barrettmouth", housing: "own_outright", years_at_address: 17, employment_status: "employed_full_time", earned_income: "25281", other_income: null, annual_income: "25281" },
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            { id: 97, first_name: "Charles", last_name: "Abshire", birth_year: 1979, city: "Deshawnland", housing: "rent", years_at_address: 9, employment_status: "student", earned_income: null, other_income: "7703", annual_income: "7703" },
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            { id: 99, first_name: "Cloyd", last_name: "Rath", birth_year: 1981, city: "New Marcelo", housing: "with_family", years_at_address: 10, employment_status: "employed_full_time", earned_income: "41453", other_income: null, annual_income: "41453" },
            { id: 100, first_name: "Sunny", last_name: "Ward", birth_year: 1984, city: "Cummingston", housing: "mortgage", years_at_address: 1, employment_status: "employed_full_time", earned_income: "166010", other_income: null, annual_income: "166010" },
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            { id: 102, first_name: "Wyman", last_name: "Crona", birth_year: 1987, city: "East Odieberg", housing: "rent", years_at_address: 21, employment_status: "self_employed", earned_income: "137332", other_income: null, annual_income: "137332" },
            { id: 103, first_name: "Einar", last_name: "Herman", birth_year: 1959, city: "Albuquerque", housing: "rent", years_at_address: 28, employment_status: "employed_full_time", earned_income: "129840", other_income: null, annual_income: "129840" },
            { id: 104, first_name: "Chauncey", last_name: "Effertz", birth_year: 1980, city: "Thaliafield", housing: "mortgage", years_at_address: 28, employment_status: "employed_part_time", earned_income: "120684", other_income: null, annual_income: "120684" },
            { id: 105, first_name: "Buddy", last_name: "Daniel", birth_year: 1973, city: "Wolfstad", housing: "own_outright", years_at_address: 0, employment_status: "employed_full_time", earned_income: "111029", other_income: null, annual_income: "111029" },
            { id: 106, first_name: "Yoshiko", last_name: "Ortiz", birth_year: 1978, city: "East Jillianland", housing: "rent", years_at_address: 5, employment_status: "employed_full_time", earned_income: "19076", other_income: null, annual_income: "19076" },
            { id: 107, first_name: "Rafaela", last_name: "Mayer", birth_year: 1972, city: "Altadena", housing: "rent", years_at_address: 9, employment_status: "employed_full_time", earned_income: "39689", other_income: null, annual_income: "39689" },
            { id: 108, first_name: "Melissa", last_name: "Feeney", birth_year: 1987, city: "Conroystad", housing: "rent", years_at_address: 7, employment_status: "self_employed", earned_income: "167877", other_income: null, annual_income: "167877" },
            { id: 109, first_name: "Calista", last_name: "Hickle", birth_year: 1974, city: "Dickensbury", housing: "mortgage", years_at_address: 13, employment_status: "employed_part_time", earned_income: "14372", other_income: null, annual_income: "14372" },
            { id: 110, first_name: "Felicita", last_name: "Johns", birth_year: 1961, city: "South Constantinstad", housing: "mortgage", years_at_address: 1, employment_status: "student", earned_income: null, other_income: "19807", annual_income: "19807" },
            { id: 111, first_name: "Margarita", last_name: "Legros", birth_year: 1980, city: "Fort Jasenfurt", housing: "with_family", years_at_address: 7, employment_status: "employed_full_time", earned_income: "161771", other_income: null, annual_income: "161771" },
            { id: 112, first_name: "Orlo", last_name: "Rippin", birth_year: 1975, city: "Hesselhaven", housing: "mortgage", years_at_address: 0, employment_status: "employed_full_time", earned_income: "14007", other_income: null, annual_income: "14007" },
            { id: 113, first_name: "Ellis", last_name: "Nolan", birth_year: 1971, city: "Wilfredfield", housing: "rent", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "3776", annual_income: "3776" },
            { id: 114, first_name: "Name", last_name: "Lehner", birth_year: 1980, city: "Annstead", housing: "with_family", years_at_address: 4, employment_status: "employed_full_time", earned_income: "88760", other_income: null, annual_income: "88760" },
            { id: 115, first_name: "Melanie", last_name: "Konopelski", birth_year: 1975, city: "New Domenicland", housing: "rent", years_at_address: 9, employment_status: "employed_full_time", earned_income: "110434", other_income: null, annual_income: "110434" },
            { id: 116, first_name: "Jacklyn", last_name: "Kuphal", birth_year: 1965, city: "New Caseyfort", housing: "mortgage", years_at_address: 16, employment_status: "employed_full_time", earned_income: "49571", other_income: null, annual_income: "49571" },
            { id: 117, first_name: "Lucio", last_name: "Orn-Kovacek", birth_year: 1976, city: "Lehnerside", housing: "rent", years_at_address: 11, employment_status: "employed_full_time", earned_income: "87884", other_income: null, annual_income: "87884" },
            { id: 118, first_name: "Marvin", last_name: "Hilpert", birth_year: 1967, city: "West Eino", housing: "rent", years_at_address: 28, employment_status: "retired", earned_income: null, other_income: "14189", annual_income: "14189" },
            { id: 119, first_name: "Louie", last_name: "Witting", birth_year: 1977, city: "Fort Dana", housing: "mortgage", years_at_address: 0, employment_status: "employed_part_time", earned_income: "25044", other_income: null, annual_income: "25044" },
            { id: 120, first_name: "Marcellus", last_name: "Littel", birth_year: 1966, city: "Hannaview", housing: "rent", years_at_address: 1, employment_status: "employed_full_time", earned_income: "16302", other_income: null, annual_income: "16302" },
            { id: 121, first_name: "Martin", last_name: "Macejkovic", birth_year: 1981, city: "Morarfort", housing: "rent", years_at_address: 29, employment_status: "employed_full_time", earned_income: "107603", other_income: null, annual_income: "107603" },
            { id: 122, first_name: "Francisca", last_name: "Donnelly", birth_year: 1982, city: "Port Arthur", housing: "own_outright", years_at_address: 1, employment_status: "unemployed", earned_income: null, other_income: "7201", annual_income: "7201" },
            { id: 123, first_name: "Lavada", last_name: "Hilll", birth_year: 1966, city: "North Delphineburgh", housing: "rent", years_at_address: 0, employment_status: "student", earned_income: null, other_income: "3477", annual_income: "3477" },
            { id: 124, first_name: "Llewellyn", last_name: "McGlynn", birth_year: 1979, city: "East Armandfort", housing: "rent", years_at_address: 5, employment_status: "student", earned_income: null, other_income: "3419", annual_income: "3419" },
            { id: 125, first_name: "Jakayla", last_name: "Kihn", birth_year: 1976, city: "Framingham", housing: "with_family", years_at_address: 8, employment_status: "employed_full_time", earned_income: "96550", other_income: null, annual_income: "96550" },
            { id: 126, first_name: "Christ", last_name: "Ernser", birth_year: 1986, city: "Zulaufmouth", housing: "rent", years_at_address: 5, employment_status: "employed_full_time", earned_income: "30724", other_income: null, annual_income: "30724" },
            { id: 127, first_name: "Nick", last_name: "Orn", birth_year: 1978, city: "Poway", housing: "mortgage", years_at_address: 3, employment_status: "employed_full_time", earned_income: "96028", other_income: null, annual_income: "96028" },
            { id: 128, first_name: "Viva", last_name: "Bahringer", birth_year: 1977, city: "Carlsbad", housing: "rent", years_at_address: 0, employment_status: "employed_full_time", earned_income: "128516", other_income: null, annual_income: "128516" },
            { id: 129, first_name: "Elvira", last_name: "Walter", birth_year: 1985, city: "Fort Rosabury", housing: "own_outright", years_at_address: 0, employment_status: "employed_full_time", earned_income: "57900", other_income: null, annual_income: "57900" },
            { id: 130, first_name: "Ken", last_name: "Hackett", birth_year: 1968, city: "Hialeah", housing: "with_family", years_at_address: 27, employment_status: "employed_full_time", earned_income: "135261", other_income: null, annual_income: "135261" },
            { id: 131, first_name: "Peggie", last_name: "Bins", birth_year: 1962, city: "Murrieta", housing: "with_family", years_at_address: 0, employment_status: "employed_part_time", earned_income: "28963", other_income: null, annual_income: "28963" },
            { id: 132, first_name: "Werner", last_name: "Russel", birth_year: 1981, city: "Lake Adriel", housing: "rent", years_at_address: 13, employment_status: "retired", earned_income: null, other_income: "3334", annual_income: "3334" },
            { id: 133, first_name: "Stella", last_name: "Kutch", birth_year: 1975, city: "Tuckahoe", housing: "with_family", years_at_address: 0, employment_status: "employed_full_time", earned_income: "14351", other_income: null, annual_income: "14351" },
            { id: 134, first_name: "Alford", last_name: "Carroll", birth_year: 1969, city: "East Margret", housing: "mortgage", years_at_address: 2, employment_status: "self_employed", earned_income: "126787", other_income: null, annual_income: "126787" },
            { id: 135, first_name: "Estell", last_name: "Koepp", birth_year: 1978, city: "Murazikburgh", housing: "mortgage", years_at_address: 0, employment_status: "employed_part_time", earned_income: "103413", other_income: null, annual_income: "103413" },
            { id: 136, first_name: "Jordy", last_name: "Jacobi", birth_year: 1985, city: "Rauville", housing: "rent", years_at_address: 0, employment_status: "employed_full_time", earned_income: "16452", other_income: null, annual_income: "16452" },
            { id: 137, first_name: "Xzavier", last_name: "Blanda", birth_year: 1981, city: "Gottliebworth", housing: "rent", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "25770", annual_income: "25770" },
            { id: 138, first_name: "Brendan", last_name: "Fritsch-Prosacco", birth_year: 1981, city: "East Marinachester", housing: "mortgage", years_at_address: 3, employment_status: "employed_full_time", earned_income: "37633", other_income: null, annual_income: "37633" },
            { id: 139, first_name: "Liza", last_name: "Wiza", birth_year: 1968, city: "Satterfieldland", housing: "mortgage", years_at_address: 21, employment_status: "employed_full_time", earned_income: "14018", other_income: null, annual_income: "14018" },
            { id: 140, first_name: "Tanya", last_name: "Smitham", birth_year: 1991, city: "East Lorraine", housing: "mortgage", years_at_address: 20, employment_status: "self_employed", earned_income: "122133", other_income: null, annual_income: "122133" },
            { id: 141, first_name: "Mildred", last_name: "Reynolds", birth_year: 1974, city: "Samirstad", housing: "mortgage", years_at_address: 12, employment_status: "employed_part_time", earned_income: "16996", other_income: null, annual_income: "16996" },
            { id: 142, first_name: "Rubie", last_name: "Larson", birth_year: 1966, city: "Bedford", housing: "mortgage", years_at_address: 2, employment_status: "retired", earned_income: null, other_income: "14763", annual_income: "14763" },
            { id: 143, first_name: "Hugo", last_name: "Weber", birth_year: 1989, city: "South Alyssonburgh", housing: "mortgage", years_at_address: 17, employment_status: "employed_full_time", earned_income: "14000", other_income: null, annual_income: "14000" },
            { id: 144, first_name: "Laurine", last_name: "Herzog-Olson", birth_year: 1983, city: "Lake King", housing: "rent", years_at_address: 1, employment_status: "self_employed", earned_income: "14003", other_income: null, annual_income: "14003" },
            { id: 145, first_name: "Charlotte", last_name: "Marks", birth_year: 1969, city: "League City", housing: "with_family", years_at_address: 20, employment_status: "employed_full_time", earned_income: "153113", other_income: null, annual_income: "153113" },
            { id: 146, first_name: "Erling", last_name: "Schaden", birth_year: 1964, city: "North Lucas", housing: "mortgage", years_at_address: 1, employment_status: "employed_part_time", earned_income: "178836", other_income: null, annual_income: "178836" },
            { id: 147, first_name: "Denise", last_name: "Volkman", birth_year: 1974, city: "New Devante", housing: "mortgage", years_at_address: 3, employment_status: "employed_part_time", earned_income: "15211", other_income: null, annual_income: "15211" },
            { id: 148, first_name: "Autumn", last_name: "Glover", birth_year: 1975, city: "Port Isabel", housing: "with_family", years_at_address: 13, employment_status: "self_employed", earned_income: "149925", other_income: null, annual_income: "149925" },
            { id: 149, first_name: "Janis", last_name: "Fritsch", birth_year: 1975, city: "New Domenicaville", housing: "with_family", years_at_address: 15, employment_status: "retired", earned_income: null, other_income: "37735", annual_income: "37735" },
            { id: 150, first_name: "Jamir", last_name: "Casper", birth_year: 1970, city: "Willaburgh", housing: "mortgage", years_at_address: 3, employment_status: "unemployed", earned_income: null, other_income: "7991", annual_income: "7991" },
            { id: 151, first_name: "Estelle", last_name: "Pacocha", birth_year: 1983, city: "Santa Clarita", housing: "rent", years_at_address: 21, employment_status: "employed_full_time", earned_income: "81879", other_income: null, annual_income: "81879" },
            { id: 152, first_name: "Maeve", last_name: "Rohan-Donnelly", birth_year: 1970, city: "Hermanworth", housing: "rent", years_at_address: 8, employment_status: "employed_part_time", earned_income: "165877", other_income: null, annual_income: "165877" },
            { id: 153, first_name: "Chesley", last_name: "Cruickshank", birth_year: 1979, city: "Delray Beach", housing: "rent", years_at_address: 22, employment_status: "employed_full_time", earned_income: "26278", other_income: null, annual_income: "26278" },
            { id: 154, first_name: "Marilyn", last_name: "Raynor", birth_year: 1980, city: "East Toyville", housing: "with_family", years_at_address: 0, employment_status: "employed_full_time", earned_income: "33673", other_income: null, annual_income: "33673" },
            { id: 155, first_name: "Nicole", last_name: "Romaguera", birth_year: 1976, city: "Fort Scottie", housing: "rent", years_at_address: 5, employment_status: "retired", earned_income: null, other_income: "6932", annual_income: "6932" },
            { id: 156, first_name: "Tommie", last_name: "Deckow", birth_year: 1972, city: "South Nils", housing: "rent", years_at_address: 5, employment_status: "employed_full_time", earned_income: "30299", other_income: null, annual_income: "30299" },
            { id: 157, first_name: "Hertha", last_name: "Kovacek", birth_year: 1972, city: "Lake Jeffrey", housing: "mortgage", years_at_address: 9, employment_status: "retired", earned_income: null, other_income: "8838", annual_income: "8838" },
            { id: 158, first_name: "Rosalia", last_name: "Brown", birth_year: 1982, city: "Port Willside", housing: "rent", years_at_address: 1, employment_status: "student", earned_income: null, other_income: "12563", annual_income: "12563" },
            { id: 159, first_name: "Luella", last_name: "Hane", birth_year: 1988, city: "Sunrise Manor", housing: "mortgage", years_at_address: 10, employment_status: "employed_full_time", earned_income: "14037", other_income: null, annual_income: "14037" },
            { id: 160, first_name: "Earnest", last_name: "Kozey", birth_year: 1962, city: "Heaneystead", housing: "rent", years_at_address: 2, employment_status: "retired", earned_income: null, other_income: "16971", annual_income: "16971" },
            { id: 161, first_name: "Anibal", last_name: "Jacobson", birth_year: 1984, city: "West Lesley", housing: "rent", years_at_address: 1, employment_status: "unemployed", earned_income: null, other_income: "24025", annual_income: "24025" },
            { id: 162, first_name: "Hosea", last_name: "Ebert", birth_year: 1976, city: "West Skylarbury", housing: "rent", years_at_address: 1, employment_status: "unemployed", earned_income: null, other_income: "6983", annual_income: "6983" },
            { id: 163, first_name: "Ulices", last_name: "Emard", birth_year: 1984, city: "Volkmanland", housing: "mortgage", years_at_address: 14, employment_status: "employed_part_time", earned_income: "33304", other_income: null, annual_income: "33304" },
            { id: 164, first_name: "Celestine", last_name: "Hammes", birth_year: 1982, city: "West Ara", housing: "with_family", years_at_address: 3, employment_status: "self_employed", earned_income: "14752", other_income: null, annual_income: "14752" },
            { id: 165, first_name: "Nicklaus", last_name: "Schaden", birth_year: 1965, city: "East Lucille", housing: "with_family", years_at_address: 18, employment_status: "employed_full_time", earned_income: "93995", other_income: null, annual_income: "93995" },
            { id: 166, first_name: "Daisha", last_name: "Howe", birth_year: 1979, city: "Arcadia", housing: "rent", years_at_address: 21, employment_status: "employed_full_time", earned_income: "77871", other_income: null, annual_income: "77871" },
            { id: 167, first_name: "Austen", last_name: "O'Keefe", birth_year: 1978, city: "East Muhammad", housing: "own_outright", years_at_address: 1, employment_status: "retired", earned_income: null, other_income: "3016", annual_income: "3016" },
            { id: 168, first_name: "Ivy", last_name: "Rempel", birth_year: 1971, city: "Lorenstad", housing: "with_family", years_at_address: 3, employment_status: "student", earned_income: null, other_income: "3806", annual_income: "3806" },
            { id: 169, first_name: "Elda", last_name: "Strosin", birth_year: 1979, city: "Lake Mabelle", housing: "mortgage", years_at_address: 16, employment_status: "employed_full_time", earned_income: "54338", other_income: null, annual_income: "54338" },
            { id: 170, first_name: "Brooks", last_name: "King", birth_year: 1984, city: "Josieport", housing: "mortgage", years_at_address: 10, employment_status: "employed_full_time", earned_income: "79332", other_income: null, annual_income: "79332" },
            { id: 171, first_name: "Litzy", last_name: "Shanahan", birth_year: 1973, city: "South Electaberg", housing: "mortgage", years_at_address: 2, employment_status: "employed_part_time", earned_income: "137811", other_income: null, annual_income: "137811" },
            { id: 172, first_name: "Benedict", last_name: "Kilback", birth_year: 1992, city: "East Ovafield", housing: "mortgage", years_at_address: 25, employment_status: "employed_full_time", earned_income: "81618", other_income: null, annual_income: "81618" },
            { id: 173, first_name: "Zula", last_name: "Heller", birth_year: 1985, city: "South Teresa", housing: "own_outright", years_at_address: 17, employment_status: "self_employed", earned_income: "14224", other_income: null, annual_income: "14224" },
            { id: 174, first_name: "Angelina", last_name: "Hickle", birth_year: 1983, city: "Lawrencestead", housing: "with_family", years_at_address: 6, employment_status: "employed_full_time", earned_income: "120187", other_income: null, annual_income: "120187" },
            { id: 175, first_name: "Harry", last_name: "Labadie", birth_year: 1978, city: "Sammamish", housing: "own_outright", years_at_address: 3, employment_status: "employed_full_time", earned_income: "14044", other_income: null, annual_income: "14044" },
            { id: 176, first_name: "Filomena", last_name: "Schuster", birth_year: 1970, city: "Mayaguez", housing: "mortgage", years_at_address: 18, employment_status: "employed_full_time", earned_income: "17714", other_income: null, annual_income: "17714" },
            { id: 177, first_name: "Brielle", last_name: "Keeling", birth_year: 1979, city: "Schoentown", housing: "rent", years_at_address: 2, employment_status: "employed_full_time", earned_income: "115535", other_income: null, annual_income: "115535" },
            { id: 178, first_name: "Alyson", last_name: "Smith-Miller", birth_year: 1980, city: "Port Violachester", housing: "own_outright", years_at_address: 9, employment_status: "employed_full_time", earned_income: "14664", other_income: null, annual_income: "14664" },
            { id: 179, first_name: "Kaya", last_name: "Rempel", birth_year: 1981, city: "New Amaya", housing: "own_outright", years_at_address: 4, employment_status: "self_employed", earned_income: "22224", other_income: null, annual_income: "22224" },
            { id: 180, first_name: "Eleanore", last_name: "Waelchi", birth_year: 1986, city: "West Kristafort", housing: "mortgage", years_at_address: 1, employment_status: "employed_full_time", earned_income: "72785", other_income: null, annual_income: "72785" },
            { id: 181, first_name: "Kacie", last_name: "Feest", birth_year: 1987, city: "Considinefort", housing: "own_outright", years_at_address: 0, employment_status: "employed_part_time", earned_income: "45968", other_income: null, annual_income: "45968" },
            { id: 182, first_name: "Lucile", last_name: "Reynolds", birth_year: 1984, city: "East Vellaborough", housing: "mortgage", years_at_address: 0, employment_status: "employed_part_time", earned_income: "105065", other_income: null, annual_income: "105065" },
            { id: 183, first_name: "Hardy", last_name: "Kshlerin", birth_year: 1964, city: "Christophershire", housing: "mortgage", years_at_address: 9, employment_status: "self_employed", earned_income: "24887", other_income: null, annual_income: "24887" },
            { id: 184, first_name: "Ila", last_name: "Glover", birth_year: 1965, city: "Jonasstead", housing: "with_family", years_at_address: 0, employment_status: "employed_full_time", earned_income: "148009", other_income: null, annual_income: "148009" },
            { id: 185, first_name: "Jed", last_name: "Fay", birth_year: 1964, city: "Legrostown", housing: "with_family", years_at_address: 4, employment_status: "employed_part_time", earned_income: "36014", other_income: null, annual_income: "36014" },
            { id: 186, first_name: "Cali", last_name: "Donnelly", birth_year: 1982, city: "West Ford", housing: "rent", years_at_address: 7, employment_status: "employed_full_time", earned_income: "120145", other_income: null, annual_income: "120145" },
            { id: 187, first_name: "Kelvin", last_name: "Trantow", birth_year: 1992, city: "Melodyport", housing: "with_family", years_at_address: 20, employment_status: "employed_part_time", earned_income: "134617", other_income: null, annual_income: "134617" },
            { id: 188, first_name: "Mattie", last_name: "Batz", birth_year: 1967, city: "Hopeboro", housing: "rent", years_at_address: 22, employment_status: "unemployed", earned_income: null, other_income: "3033", annual_income: "3033" },
            { id: 189, first_name: "Florida", last_name: "Powlowski", birth_year: 1978, city: "East Vitastead", housing: "mortgage", years_at_address: 8, employment_status: "retired", earned_income: null, other_income: "3624", annual_income: "3624" },
            { id: 190, first_name: "Everardo", last_name: "Sporer", birth_year: 1978, city: "Welchstad", housing: "rent", years_at_address: 28, employment_status: "employed_full_time", earned_income: "49145", other_income: null, annual_income: "49145" },
            { id: 191, first_name: "Brennan", last_name: "Larkin", birth_year: 1979, city: "Javonburgh", housing: "rent", years_at_address: 26, employment_status: "self_employed", earned_income: "35267", other_income: null, annual_income: "35267" },
            { id: 192, first_name: "Marlee", last_name: "Koelpin", birth_year: 1988, city: "Lake Burley", housing: "rent", years_at_address: 9, employment_status: "student", earned_income: null, other_income: "27450", annual_income: "27450" },
            { id: 193, first_name: "Jewel", last_name: "Beatty", birth_year: 1991, city: "Fort Ameliaboro", housing: "rent", years_at_address: 27, employment_status: "employed_full_time", earned_income: "177300", other_income: null, annual_income: "177300" },
            { id: 194, first_name: "Catharine", last_name: "Hickle", birth_year: 1967, city: "West Phoebeland", housing: "rent", years_at_address: 3, employment_status: "retired", earned_income: null, other_income: "3013", annual_income: "3013" },
            { id: 195, first_name: "Ramon", last_name: "Sipes", birth_year: 1985, city: "South Ronnie", housing: "own_outright", years_at_address: 8, employment_status: "employed_part_time", earned_income: "14577", other_income: null, annual_income: "14577" },
            { id: 196, first_name: "Asha", last_name: "Towne", birth_year: 1982, city: "O'Keefeton", housing: "rent", years_at_address: 11, employment_status: "self_employed", earned_income: "138730", other_income: null, annual_income: "138730" },
            { id: 197, first_name: "Tricia", last_name: "Carroll", birth_year: 1978, city: "Rogahnport", housing: "mortgage", years_at_address: 15, employment_status: "self_employed", earned_income: "143163", other_income: null, annual_income: "143163" },
            { id: 198, first_name: "Enos", last_name: "Mayer", birth_year: 1981, city: "Genevievebury", housing: "mortgage", years_at_address: 1, employment_status: "employed_full_time", earned_income: "43054", other_income: null, annual_income: "43054" },
            { id: 199, first_name: "Adell", last_name: "Brekke", birth_year: 1980, city: "Bedford", housing: "rent", years_at_address: 4, employment_status: "unemployed", earned_income: null, other_income: "3009", annual_income: "3009" },
            { id: 200, first_name: "Amir", last_name: "Kris", birth_year: 1968, city: "Camden", housing: "own_outright", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "3610", annual_income: "3610" },
            { id: 201, first_name: "Alva", last_name: "Powlowski", birth_year: 1972, city: "Robbiebury", housing: "mortgage", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "12121", annual_income: "12121" },
            { id: 202, first_name: "Fred", last_name: "Auer", birth_year: 1984, city: "Fort Myrtlecester", housing: "mortgage", years_at_address: 14, employment_status: "retired", earned_income: null, other_income: "3191", annual_income: "3191" },
            { id: 203, first_name: "Eric", last_name: "Rippin", birth_year: 1978, city: "East Pansyside", housing: "rent", years_at_address: 1, employment_status: "employed_full_time", earned_income: "14174", other_income: null, annual_income: "14174" },
            { id: 204, first_name: "Gia", last_name: "Stoltenberg-Hegmann", birth_year: 1986, city: "Coeur d'Alene", housing: "mortgage", years_at_address: 2, employment_status: "employed_full_time", earned_income: "74133", other_income: null, annual_income: "74133" },
            { id: 205, first_name: "Camylle", last_name: "Marks", birth_year: 1980, city: "Lake Novashire", housing: "with_family", years_at_address: 26, employment_status: "student", earned_income: null, other_income: "3141", annual_income: "3141" },
            { id: 206, first_name: "Charity", last_name: "Becker", birth_year: 1965, city: "Luisside", housing: "rent", years_at_address: 25, employment_status: "employed_part_time", earned_income: "17441", other_income: null, annual_income: "17441" },
            { id: 207, first_name: "Ransom", last_name: "Deckow", birth_year: 1974, city: "Cary", housing: "mortgage", years_at_address: 4, employment_status: "employed_full_time", earned_income: "24958", other_income: null, annual_income: "24958" },
            { id: 208, first_name: "Eva", last_name: "Nienow", birth_year: 1984, city: "South Delbert", housing: "with_family", years_at_address: 0, employment_status: "student", earned_income: null, other_income: "14249", annual_income: "14249" },
            { id: 209, first_name: "Gussie", last_name: "Considine", birth_year: 1969, city: "Kavonton", housing: "mortgage", years_at_address: 0, employment_status: "employed_full_time", earned_income: "32315", other_income: null, annual_income: "32315" },
            { id: 210, first_name: "Eve", last_name: "Kassulke", birth_year: 1989, city: "North Mekhifield", housing: "rent", years_at_address: 5, employment_status: "employed_full_time", earned_income: "92474", other_income: null, annual_income: "92474" },
            { id: 211, first_name: "Audra", last_name: "Lebsack", birth_year: 1984, city: "North Sheridan", housing: "mortgage", years_at_address: 4, employment_status: "retired", earned_income: null, other_income: "19693", annual_income: "19693" },
            { id: 212, first_name: "Evert", last_name: "Bergstrom", birth_year: 1963, city: "West Kamrynbury", housing: "rent", years_at_address: 3, employment_status: "unemployed", earned_income: null, other_income: "25005", annual_income: "25005" },
            { id: 213, first_name: "Heath", last_name: "Nitzsche", birth_year: 1975, city: "East Caterinaland", housing: "rent", years_at_address: 6, employment_status: "retired", earned_income: null, other_income: "16363", annual_income: "16363" },
            { id: 214, first_name: "Alvin", last_name: "Mitchell", birth_year: 1973, city: "Port Stephanie", housing: "rent", years_at_address: 19, employment_status: "self_employed", earned_income: "72854", other_income: null, annual_income: "72854" },
            { id: 215, first_name: "Anissa", last_name: "Hahn", birth_year: 1974, city: "Walterbury", housing: "rent", years_at_address: 2, employment_status: "employed_full_time", earned_income: "21447", other_income: null, annual_income: "21447" },
            { id: 216, first_name: "Lourdes", last_name: "Purdy", birth_year: 1968, city: "Effertzhaven", housing: "rent", years_at_address: 9, employment_status: "employed_full_time", earned_income: "78817", other_income: null, annual_income: "78817" },
            { id: 217, first_name: "Jensen", last_name: "Douglas-Cartwright", birth_year: 1962, city: "West Salvadorburgh", housing: "with_family", years_at_address: 0, employment_status: "retired", earned_income: null, other_income: "8332", annual_income: "8332" },
            { id: 218, first_name: "Charley", last_name: "Weber", birth_year: 1986, city: "Mayerview", housing: "rent", years_at_address: 15, employment_status: "unemployed", earned_income: null, other_income: "23282", annual_income: "23282" },
            { id: 219, first_name: "Adella", last_name: "Lindgren", birth_year: 1977, city: "East Denise", housing: "own_outright", years_at_address: 21, employment_status: "employed_full_time", earned_income: "175742", other_income: null, annual_income: "175742" },
            { id: 220, first_name: "Alexander", last_name: "Kunde", birth_year: 1984, city: "New Estevan", housing: "rent", years_at_address: 0, employment_status: "employed_full_time", earned_income: "32553", other_income: null, annual_income: "32553" },
            { id: 221, first_name: "Lewis", last_name: "Schinner", birth_year: 1979, city: "Strackefurt", housing: "with_family", years_at_address: 13, employment_status: "self_employed", earned_income: "15601", other_income: null, annual_income: "15601" },
            { id: 222, first_name: "Chase", last_name: "Beatty", birth_year: 1977, city: "Murazikburgh", housing: "mortgage", years_at_address: 2, employment_status: "self_employed", earned_income: "19951", other_income: null, annual_income: "19951" },
            { id: 223, first_name: "Jordy", last_name: "Von-Kertzmann", birth_year: 1973, city: "North Alene", housing: "rent", years_at_address: 0, employment_status: "employed_full_time", earned_income: "34691", other_income: null, annual_income: "34691" },
            { id: 224, first_name: "Cleve", last_name: "Steuber", birth_year: 1975, city: "New Oscarport", housing: "mortgage", years_at_address: 1, employment_status: "employed_full_time", earned_income: "46203", other_income: null, annual_income: "46203" },
            { id: 225, first_name: "Garret", last_name: "Pacocha", birth_year: 1983, city: "Salem", housing: "rent", years_at_address: 15, employment_status: "employed_full_time", earned_income: "29262", other_income: null, annual_income: "29262" },
            { id: 226, first_name: "Sherman", last_name: "Lind", birth_year: 1991, city: "Rosemariestead", housing: "mortgage", years_at_address: 4, employment_status: "employed_full_time", earned_income: "63740", other_income: null, annual_income: "63740" },
            { id: 227, first_name: "Lennie", last_name: "Kovacek", birth_year: 1973, city: "Port Alfonsocester", housing: "mortgage", years_at_address: 3, employment_status: "unemployed", earned_income: null, other_income: "15328", annual_income: "15328" },
            { id: 228, first_name: "Glenda", last_name: "Greenfelder", birth_year: 1986, city: "Chesterfield", housing: "mortgage", years_at_address: 5, employment_status: "employed_full_time", earned_income: "91208", other_income: null, annual_income: "91208" },
            { id: 229, first_name: "Daniela", last_name: "Nicolas", birth_year: 1972, city: "Randiworth", housing: "rent", years_at_address: 1, employment_status: "employed_part_time", earned_income: "59355", other_income: null, annual_income: "59355" },
            { id: 230, first_name: "Vicente", last_name: "Lindgren", birth_year: 1992, city: "Fort Samuel", housing: "with_family", years_at_address: 17, employment_status: "employed_full_time", earned_income: "66906", other_income: null, annual_income: "66906" },
            { id: 231, first_name: "Hannah", last_name: "Batz", birth_year: 1973, city: "Taylorsville", housing: "rent", years_at_address: 4, employment_status: "retired", earned_income: null, other_income: "32863", annual_income: "32863" },
            { id: 232, first_name: "Tristin", last_name: "Trantow", birth_year: 1980, city: "West Evelynview", housing: "mortgage", years_at_address: 4, employment_status: "employed_part_time", earned_income: "84142", other_income: null, annual_income: "84142" },
            { id: 233, first_name: "Pat", last_name: "Mueller", birth_year: 1978, city: "Fort Trever", housing: "own_outright", years_at_address: 5, employment_status: "retired", earned_income: null, other_income: "30294", annual_income: "30294" },
            { id: 234, first_name: "Jovanny", last_name: "Ward", birth_year: 1976, city: "Lake Davin", housing: "rent", years_at_address: 19, employment_status: "employed_full_time", earned_income: "21074", other_income: null, annual_income: "21074" },
            { id: 235, first_name: "Marcelina", last_name: "McCullough", birth_year: 1993, city: "East Jany", housing: "mortgage", years_at_address: 10, employment_status: "employed_full_time", earned_income: "40730", other_income: null, annual_income: "40730" },
            { id: 236, first_name: "Nyasia", last_name: "Franecki", birth_year: 1970, city: "Rippinland", housing: "mortgage", years_at_address: 1, employment_status: "employed_part_time", earned_income: "81254", other_income: null, annual_income: "81254" },
            { id: 237, first_name: "Nyah", last_name: "Veum", birth_year: 1982, city: "El Centro", housing: "with_family", years_at_address: 20, employment_status: "employed_full_time", earned_income: "15050", other_income: null, annual_income: "15050" },
            { id: 238, first_name: "Brando", last_name: "Collier", birth_year: 1979, city: "Wolfville", housing: "with_family", years_at_address: 4, employment_status: "employed_full_time", earned_income: "19150", other_income: null, annual_income: "19150" },
            { id: 239, first_name: "Irving", last_name: "Block", birth_year: 1973, city: "Littlefield", housing: "rent", years_at_address: 2, employment_status: "employed_full_time", earned_income: "21277", other_income: null, annual_income: "21277" },
            { id: 240, first_name: "Ewell", last_name: "Zemlak", birth_year: 1966, city: "South Salvatoreview", housing: "rent", years_at_address: 2, employment_status: "employed_full_time", earned_income: "98947", other_income: null, annual_income: "98947" },
        ],
    });
    await prisma.applications.createMany({
        data: [
            { id: 1, applicant_id: 4, product: "credit_card", channel: "broker", requested_amount: "16101", term_months: null, submitted_at: new Date("2024-02-07T06:46:57Z"), bureau_score: 601, dti_ratio: "0.36", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-02-10T03:53:10Z"), approved_amount: "606", interest_rate_pct: "16.35", defaulted_12m: "no" },
            { id: 2, applicant_id: 239, product: "personal_loan", channel: "broker", requested_amount: "25549", term_months: "60", submitted_at: new Date("2024-06-17T15:08:10Z"), bureau_score: 640, dti_ratio: "0.19", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 3, applicant_id: 10, product: "credit_card", channel: "online", requested_amount: "2724", term_months: null, submitted_at: new Date("2024-10-12T17:45:52Z"), bureau_score: 420, dti_ratio: "0.35", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-10-17T05:16:34Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 4, applicant_id: 128, product: "auto_loan", channel: "broker", requested_amount: "1061", term_months: "12", submitted_at: new Date("2024-03-02T23:39:10Z"), bureau_score: 512, dti_ratio: "0.40", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 5, applicant_id: 196, product: "personal_loan", channel: "online", requested_amount: "16974", term_months: "48", submitted_at: new Date("2024-06-06T21:09:09Z"), bureau_score: 676, dti_ratio: "0.53", open_credit_lines: 7, decision: "approved", decided_at: new Date("2024-06-15T17:12:42Z"), approved_amount: "13480", interest_rate_pct: "20.52", defaulted_12m: "no" },
            { id: 6, applicant_id: 217, product: "personal_loan", channel: "online", requested_amount: "7327", term_months: "36", submitted_at: new Date("2024-03-13T13:35:57Z"), bureau_score: 597, dti_ratio: "0.19", open_credit_lines: 8, decision: "approved", decided_at: new Date("2024-03-16T05:25:47Z"), approved_amount: "2935", interest_rate_pct: "12.80", defaulted_12m: "no" },
            { id: 7, applicant_id: 155, product: "credit_card", channel: "mobile_app", requested_amount: "8943", term_months: null, submitted_at: new Date("2024-04-11T17:56:59Z"), bureau_score: 629, dti_ratio: "0.44", open_credit_lines: 3, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 8, applicant_id: 8, product: "debt_consolidation", channel: "branch", requested_amount: "38130", term_months: "48", submitted_at: new Date("2024-11-18T11:22:34Z"), bureau_score: 527, dti_ratio: "0.42", open_credit_lines: 11, decision: "declined", decided_at: new Date("2024-11-28T08:19:34Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 9, applicant_id: 154, product: "debt_consolidation", channel: "online", requested_amount: "29209", term_months: "12", submitted_at: new Date("2024-01-17T07:48:17Z"), bureau_score: 647, dti_ratio: "0.30", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-01-22T23:03:35Z"), approved_amount: "563", interest_rate_pct: "10.58", defaulted_12m: "no" },
            { id: 10, applicant_id: 230, product: "credit_card", channel: "mobile_app", requested_amount: "8498", term_months: null, submitted_at: new Date("2024-03-03T19:03:57Z"), bureau_score: 543, dti_ratio: "0.34", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-03-07T07:09:32Z"), approved_amount: "586", interest_rate_pct: "16.73", defaulted_12m: "no" },
            { id: 11, applicant_id: 139, product: "auto_loan", channel: "branch", requested_amount: "16078", term_months: "36", submitted_at: new Date("2024-03-18T20:06:51Z"), bureau_score: 604, dti_ratio: "0.37", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-03-23T12:33:59Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 12, applicant_id: 193, product: "personal_loan", channel: "online", requested_amount: "6805", term_months: "60", submitted_at: new Date("2024-08-11T22:20:14Z"), bureau_score: 597, dti_ratio: "0.44", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-08-16T16:06:46Z"), approved_amount: "1822", interest_rate_pct: "20.66", defaulted_12m: "no" },
            { id: 13, applicant_id: 11, product: "debt_consolidation", channel: "branch", requested_amount: "14394", term_months: "36", submitted_at: new Date("2024-01-18T22:51:56Z"), bureau_score: 651, dti_ratio: "0.32", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-01-27T07:54:28Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 14, applicant_id: 115, product: "credit_card", channel: "branch", requested_amount: "1702", term_months: null, submitted_at: new Date("2024-04-24T19:50:55Z"), bureau_score: 701, dti_ratio: "0.22", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-05-03T03:46:47Z"), approved_amount: "766", interest_rate_pct: "13.97", defaulted_12m: "no" },
            { id: 15, applicant_id: 72, product: "debt_consolidation", channel: "online", requested_amount: "1746", term_months: "60", submitted_at: new Date("2024-02-29T12:41:22Z"), bureau_score: 458, dti_ratio: "0.49", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 16, applicant_id: 217, product: "auto_loan", channel: "online", requested_amount: "40014", term_months: "60", submitted_at: new Date("2024-12-28T15:39:43Z"), bureau_score: 636, dti_ratio: "0.30", open_credit_lines: 9, decision: "approved", decided_at: new Date("2025-01-06T02:01:27Z"), approved_amount: "501", interest_rate_pct: "21.32", defaulted_12m: "no" },
            { id: 17, applicant_id: 5, product: "auto_loan", channel: "branch", requested_amount: "24785", term_months: "48", submitted_at: new Date("2024-10-13T18:00:08Z"), bureau_score: 621, dti_ratio: "0.29", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-10-23T01:04:59Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 18, applicant_id: 166, product: "personal_loan", channel: "online", requested_amount: "1714", term_months: "24", submitted_at: new Date("2024-11-18T07:24:42Z"), bureau_score: 441, dti_ratio: "0.32", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-11-19T03:49:10Z"), approved_amount: "1307", interest_rate_pct: "17.75", defaulted_12m: "no" },
            { id: 19, applicant_id: 233, product: "auto_loan", channel: "branch", requested_amount: "18946", term_months: "24", submitted_at: new Date("2024-07-15T10:21:16Z"), bureau_score: 573, dti_ratio: "0.29", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-07-19T09:47:17Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 20, applicant_id: 223, product: "debt_consolidation", channel: "mobile_app", requested_amount: "1162", term_months: "12", submitted_at: new Date("2024-05-01T11:29:07Z"), bureau_score: 563, dti_ratio: "0.39", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-05-06T00:01:44Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 21, applicant_id: 9, product: "auto_loan", channel: "mobile_app", requested_amount: "3343", term_months: "24", submitted_at: new Date("2024-04-19T07:54:14Z"), bureau_score: 608, dti_ratio: "0.44", open_credit_lines: 10, decision: "withdrawn", decided_at: new Date("2024-04-27T23:07:12Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 22, applicant_id: 98, product: "credit_card", channel: "online", requested_amount: "28393", term_months: null, submitted_at: new Date("2024-01-15T18:34:09Z"), bureau_score: 516, dti_ratio: "0.49", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-01-25T09:15:12Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 23, applicant_id: 63, product: "debt_consolidation", channel: "online", requested_amount: "38042", term_months: "36", submitted_at: new Date("2024-05-01T21:32:51Z"), bureau_score: 545, dti_ratio: "0.18", open_credit_lines: 12, decision: "declined", decided_at: new Date("2024-05-06T23:04:10Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 24, applicant_id: 119, product: "auto_loan", channel: "mobile_app", requested_amount: "16923", term_months: "12", submitted_at: new Date("2024-01-10T14:20:11Z"), bureau_score: 745, dti_ratio: "0.35", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-01-14T10:12:32Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 25, applicant_id: 50, product: "credit_card", channel: "mobile_app", requested_amount: "22914", term_months: null, submitted_at: new Date("2024-05-17T19:58:16Z"), bureau_score: 629, dti_ratio: "0.47", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-05-26T06:39:01Z"), approved_amount: "1181", interest_rate_pct: "18.67", defaulted_12m: "no" },
            { id: 26, applicant_id: 233, product: "personal_loan", channel: "online", requested_amount: "26566", term_months: "36", submitted_at: new Date("2024-12-21T14:48:08Z"), bureau_score: 705, dti_ratio: "0.37", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-12-25T11:12:12Z"), approved_amount: "1308", interest_rate_pct: "23.66", defaulted_12m: "no" },
            { id: 27, applicant_id: 199, product: "debt_consolidation", channel: "online", requested_amount: "1190", term_months: "24", submitted_at: new Date("2024-03-01T20:44:09Z"), bureau_score: 538, dti_ratio: "0.46", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-03-11T04:03:51Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 28, applicant_id: 17, product: "debt_consolidation", channel: "broker", requested_amount: "42331", term_months: "48", submitted_at: new Date("2024-01-28T00:55:46Z"), bureau_score: 599, dti_ratio: "0.32", open_credit_lines: 10, decision: "approved", decided_at: new Date("2024-02-01T18:56:34Z"), approved_amount: "11201", interest_rate_pct: "5.25", defaulted_12m: "no" },
            { id: 29, applicant_id: 97, product: "personal_loan", channel: "mobile_app", requested_amount: "1870", term_months: "48", submitted_at: new Date("2024-05-28T06:23:39Z"), bureau_score: 592, dti_ratio: "0.39", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-05-28T17:40:11Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 30, applicant_id: 95, product: "personal_loan", channel: "broker", requested_amount: "2109", term_months: "12", submitted_at: new Date("2024-02-24T23:01:37Z"), bureau_score: 718, dti_ratio: "0.46", open_credit_lines: 9, decision: "withdrawn", decided_at: new Date("2024-02-24T23:34:05Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 33, applicant_id: 54, product: "debt_consolidation", channel: "mobile_app", requested_amount: "28275", term_months: "48", submitted_at: new Date("2024-03-03T11:38:25Z"), bureau_score: 579, dti_ratio: "0.33", open_credit_lines: 4, decision: "declined", decided_at: new Date("2024-03-09T11:20:00Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 34, applicant_id: 190, product: "personal_loan", channel: "mobile_app", requested_amount: "2652", term_months: "60", submitted_at: new Date("2024-11-03T18:07:57Z"), bureau_score: 537, dti_ratio: "0.71", open_credit_lines: 0, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 36, applicant_id: 165, product: "personal_loan", channel: "branch", requested_amount: "30935", term_months: "24", submitted_at: new Date("2024-03-10T19:27:13Z"), bureau_score: 665, dti_ratio: "0.38", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-03-15T09:10:00Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 38, applicant_id: 179, product: "credit_card", channel: "online", requested_amount: "5165", term_months: null, submitted_at: new Date("2024-01-22T14:04:03Z"), bureau_score: 530, dti_ratio: "0.42", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-01-26T11:44:30Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 39, applicant_id: 80, product: "personal_loan", channel: "branch", requested_amount: "40899", term_months: "36", submitted_at: new Date("2024-10-25T10:28:19Z"), bureau_score: 557, dti_ratio: "0.46", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-11-01T04:44:25Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 40, applicant_id: 79, product: "personal_loan", channel: "mobile_app", requested_amount: "19946", term_months: "12", submitted_at: new Date("2024-10-01T18:31:23Z"), bureau_score: 609, dti_ratio: "0.44", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-10-10T10:34:04Z"), approved_amount: "12997", interest_rate_pct: "15.46", defaulted_12m: "no" },
            { id: 41, applicant_id: 127, product: "auto_loan", channel: "branch", requested_amount: "42851", term_months: "36", submitted_at: new Date("2024-04-09T19:26:47Z"), bureau_score: 584, dti_ratio: "0.45", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-04-12T15:32:30Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 42, applicant_id: 87, product: "debt_consolidation", channel: "broker", requested_amount: "42891", term_months: "36", submitted_at: new Date("2024-12-21T08:08:30Z"), bureau_score: 625, dti_ratio: "0.34", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-12-28T00:19:59Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 45, applicant_id: 70, product: "debt_consolidation", channel: "broker", requested_amount: "7002", term_months: "12", submitted_at: new Date("2024-01-19T19:05:41Z"), bureau_score: 528, dti_ratio: "0.22", open_credit_lines: 4, decision: "declined", decided_at: new Date("2024-01-21T01:57:01Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 46, applicant_id: 21, product: "personal_loan", channel: "mobile_app", requested_amount: "1978", term_months: "48", submitted_at: new Date("2024-08-21T19:15:41Z"), bureau_score: 506, dti_ratio: "0.33", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-08-29T07:53:42Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 47, applicant_id: 18, product: "credit_card", channel: "online", requested_amount: "47840", term_months: null, submitted_at: new Date("2024-11-13T18:05:01Z"), bureau_score: 488, dti_ratio: "0.47", open_credit_lines: 0, decision: "withdrawn", decided_at: new Date("2024-11-23T03:55:12Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 48, applicant_id: 67, product: "auto_loan", channel: "broker", requested_amount: "5386", term_months: "48", submitted_at: new Date("2024-11-05T06:40:02Z"), bureau_score: 558, dti_ratio: "0.24", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-11-08T14:26:18Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 49, applicant_id: 163, product: "debt_consolidation", channel: "branch", requested_amount: "1442", term_months: "24", submitted_at: new Date("2024-11-29T18:56:34Z"), bureau_score: 605, dti_ratio: "0.27", open_credit_lines: 4, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 50, applicant_id: 106, product: "personal_loan", channel: "mobile_app", requested_amount: "39364", term_months: "60", submitted_at: new Date("2024-12-08T18:23:14Z"), bureau_score: 529, dti_ratio: "0.59", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-12-16T01:10:15Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 52, applicant_id: 74, product: "personal_loan", channel: "branch", requested_amount: "47044", term_months: "48", submitted_at: new Date("2024-05-14T19:20:23Z"), bureau_score: 626, dti_ratio: "0.61", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-05-22T21:51:16Z"), approved_amount: "9650", interest_rate_pct: "22.69", defaulted_12m: "no" },
            { id: 53, applicant_id: 213, product: "auto_loan", channel: "broker", requested_amount: "4263", term_months: "36", submitted_at: new Date("2024-03-28T09:43:13Z"), bureau_score: 485, dti_ratio: "0.51", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 54, applicant_id: 240, product: "auto_loan", channel: "mobile_app", requested_amount: "10781", term_months: "36", submitted_at: new Date("2024-11-26T14:30:43Z"), bureau_score: 571, dti_ratio: "0.37", open_credit_lines: 9, decision: "declined", decided_at: new Date("2024-11-27T19:55:46Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 55, applicant_id: 166, product: "personal_loan", channel: "mobile_app", requested_amount: "11861", term_months: "24", submitted_at: new Date("2024-06-01T21:12:08Z"), bureau_score: 645, dti_ratio: "0.44", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-06-04T00:31:05Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 56, applicant_id: 238, product: "debt_consolidation", channel: "broker", requested_amount: "7649", term_months: "36", submitted_at: new Date("2024-11-19T10:19:39Z"), bureau_score: 693, dti_ratio: "0.21", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-11-25T21:57:09Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 57, applicant_id: 94, product: "auto_loan", channel: "branch", requested_amount: "1663", term_months: "36", submitted_at: new Date("2024-03-28T21:41:43Z"), bureau_score: 662, dti_ratio: "0.28", open_credit_lines: 2, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 58, applicant_id: 68, product: "auto_loan", channel: "broker", requested_amount: "21138", term_months: "24", submitted_at: new Date("2024-04-03T21:35:21Z"), bureau_score: 421, dti_ratio: "0.53", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-04-08T12:58:33Z"), approved_amount: "16814", interest_rate_pct: "24.55", defaulted_12m: "no" },
            { id: 59, applicant_id: 106, product: "personal_loan", channel: "online", requested_amount: "44654", term_months: "48", submitted_at: new Date("2024-05-22T20:55:20Z"), bureau_score: 600, dti_ratio: "0.38", open_credit_lines: 11, decision: "declined", decided_at: new Date("2024-05-31T03:04:25Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 60, applicant_id: 114, product: "personal_loan", channel: "online", requested_amount: "46341", term_months: "48", submitted_at: new Date("2024-03-23T10:48:45Z"), bureau_score: 661, dti_ratio: "0.65", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-03-24T14:13:54Z"), approved_amount: "2343", interest_rate_pct: "17.29", defaulted_12m: "no" },
            { id: 61, applicant_id: 53, product: "personal_loan", channel: "branch", requested_amount: "2730", term_months: "24", submitted_at: new Date("2024-06-04T01:35:33Z"), bureau_score: 571, dti_ratio: "0.42", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-06-13T16:21:00Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 62, applicant_id: 201, product: "auto_loan", channel: "online", requested_amount: "19788", term_months: "36", submitted_at: new Date("2024-07-30T18:15:40Z"), bureau_score: 645, dti_ratio: "0.44", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-08-04T01:01:54Z"), approved_amount: "13090", interest_rate_pct: "22.87", defaulted_12m: "no" },
            { id: 63, applicant_id: 81, product: "personal_loan", channel: "online", requested_amount: "8235", term_months: "60", submitted_at: new Date("2024-07-29T23:09:12Z"), bureau_score: 506, dti_ratio: "0.34", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-07-30T02:35:21Z"), approved_amount: "5390", interest_rate_pct: "15.31", defaulted_12m: "no" },
            { id: 64, applicant_id: 235, product: "personal_loan", channel: "mobile_app", requested_amount: "6586", term_months: "48", submitted_at: new Date("2024-08-02T11:45:35Z"), bureau_score: 529, dti_ratio: "0.49", open_credit_lines: 0, decision: "withdrawn", decided_at: new Date("2024-08-09T10:55:05Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 65, applicant_id: 167, product: "credit_card", channel: "online", requested_amount: "28343", term_months: null, submitted_at: new Date("2024-10-24T12:27:40Z"), bureau_score: 683, dti_ratio: "0.46", open_credit_lines: 7, decision: "approved", decided_at: new Date("2024-11-02T19:39:16Z"), approved_amount: "6423", interest_rate_pct: "14.75", defaulted_12m: "no" },
            { id: 66, applicant_id: 33, product: "debt_consolidation", channel: "broker", requested_amount: "14807", term_months: "36", submitted_at: new Date("2024-07-07T17:50:54Z"), bureau_score: 481, dti_ratio: "0.38", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-07-16T09:42:21Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 67, applicant_id: 114, product: "personal_loan", channel: "mobile_app", requested_amount: "3539", term_months: "36", submitted_at: new Date("2024-01-11T09:08:23Z"), bureau_score: 435, dti_ratio: "0.39", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-21T03:34:03Z"), approved_amount: "500", interest_rate_pct: "8.17", defaulted_12m: "no" },
            { id: 68, applicant_id: 25, product: "personal_loan", channel: "online", requested_amount: "14123", term_months: "24", submitted_at: new Date("2024-10-10T18:39:01Z"), bureau_score: 702, dti_ratio: "0.59", open_credit_lines: 8, decision: "approved", decided_at: new Date("2024-10-13T17:24:38Z"), approved_amount: "1484", interest_rate_pct: "26.62", defaulted_12m: "no" },
            { id: 69, applicant_id: 96, product: "credit_card", channel: "branch", requested_amount: "1989", term_months: null, submitted_at: new Date("2024-06-10T18:11:37Z"), bureau_score: 571, dti_ratio: "0.30", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-06-15T15:58:09Z"), approved_amount: "507", interest_rate_pct: "18.32", defaulted_12m: "no" },
            { id: 70, applicant_id: 116, product: "credit_card", channel: "online", requested_amount: "44100", term_months: null, submitted_at: new Date("2024-06-15T16:11:00Z"), bureau_score: 589, dti_ratio: "0.47", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-06-19T04:26:59Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 71, applicant_id: 219, product: "personal_loan", channel: "branch", requested_amount: "13028", term_months: "12", submitted_at: new Date("2024-03-28T11:56:29Z"), bureau_score: 485, dti_ratio: "0.32", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-03-31T16:34:35Z"), approved_amount: "1226", interest_rate_pct: "8.77", defaulted_12m: "no" },
            { id: 72, applicant_id: 224, product: "auto_loan", channel: "online", requested_amount: "5594", term_months: "36", submitted_at: new Date("2024-02-24T19:07:27Z"), bureau_score: 575, dti_ratio: "0.38", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-02-26T06:45:17Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 73, applicant_id: 40, product: "debt_consolidation", channel: "mobile_app", requested_amount: "42045", term_months: "36", submitted_at: new Date("2024-06-17T18:02:30Z"), bureau_score: 558, dti_ratio: "0.28", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-06-27T01:25:31Z"), approved_amount: "41580", interest_rate_pct: "22.89", defaulted_12m: "no" },
            { id: 74, applicant_id: 174, product: "debt_consolidation", channel: "online", requested_amount: "3594", term_months: "60", submitted_at: new Date("2024-01-17T13:07:36Z"), bureau_score: 674, dti_ratio: "0.52", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-01-20T09:33:31Z"), approved_amount: "1201", interest_rate_pct: "11.75", defaulted_12m: "no" },
            { id: 75, applicant_id: 208, product: "auto_loan", channel: "mobile_app", requested_amount: "35722", term_months: "36", submitted_at: new Date("2024-02-05T17:03:10Z"), bureau_score: 679, dti_ratio: "0.52", open_credit_lines: 6, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 76, applicant_id: 204, product: "auto_loan", channel: "online", requested_amount: "19014", term_months: "60", submitted_at: new Date("2024-03-21T11:57:06Z"), bureau_score: 708, dti_ratio: "0.28", open_credit_lines: 9, decision: "declined", decided_at: new Date("2024-03-25T19:28:42Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 77, applicant_id: 159, product: "personal_loan", channel: "broker", requested_amount: "18898", term_months: "36", submitted_at: new Date("2024-03-24T10:20:17Z"), bureau_score: 448, dti_ratio: "0.27", open_credit_lines: 12, decision: "declined", decided_at: new Date("2024-03-26T21:25:55Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 78, applicant_id: 130, product: "personal_loan", channel: "online", requested_amount: "47123", term_months: "36", submitted_at: new Date("2024-02-19T11:48:29Z"), bureau_score: 496, dti_ratio: "0.49", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-02-21T00:22:41Z"), approved_amount: "1679", interest_rate_pct: "12.01", defaulted_12m: "no" },
            { id: 79, applicant_id: 63, product: "personal_loan", channel: "broker", requested_amount: "18251", term_months: "60", submitted_at: new Date("2024-09-10T01:24:51Z"), bureau_score: 441, dti_ratio: "0.37", open_credit_lines: 8, decision: "declined", decided_at: new Date("2024-09-11T05:18:59Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 80, applicant_id: 138, product: "auto_loan", channel: "mobile_app", requested_amount: "46677", term_months: "36", submitted_at: new Date("2024-01-12T20:35:07Z"), bureau_score: 522, dti_ratio: "0.42", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-01-16T22:38:25Z"), approved_amount: "13919", interest_rate_pct: "23.26", defaulted_12m: "yes" },
            { id: 81, applicant_id: 110, product: "personal_loan", channel: "branch", requested_amount: "19943", term_months: "24", submitted_at: new Date("2024-02-19T18:00:59Z"), bureau_score: 587, dti_ratio: "0.54", open_credit_lines: 8, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 82, applicant_id: 86, product: "personal_loan", channel: "branch", requested_amount: "19992", term_months: "24", submitted_at: new Date("2024-01-12T23:49:31Z"), bureau_score: 681, dti_ratio: "0.33", open_credit_lines: 2, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 83, applicant_id: 23, product: "credit_card", channel: "mobile_app", requested_amount: "7209", term_months: null, submitted_at: new Date("2024-01-24T21:44:19Z"), bureau_score: 540, dti_ratio: "0.40", open_credit_lines: 12, decision: "approved", decided_at: new Date("2024-01-27T00:07:28Z"), approved_amount: "1659", interest_rate_pct: "15.29", defaulted_12m: "no" },
            { id: 84, applicant_id: 221, product: "debt_consolidation", channel: "mobile_app", requested_amount: "3531", term_months: "60", submitted_at: new Date("2024-06-06T23:21:49Z"), bureau_score: 483, dti_ratio: "0.37", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-06-12T10:26:59Z"), approved_amount: "1772", interest_rate_pct: "24.46", defaulted_12m: "no" },
            { id: 85, applicant_id: 188, product: "personal_loan", channel: "broker", requested_amount: "1435", term_months: "36", submitted_at: new Date("2024-01-10T19:29:23Z"), bureau_score: 555, dti_ratio: "0.51", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-01-19T06:11:36Z"), approved_amount: "971", interest_rate_pct: "7.55", defaulted_12m: "no" },
            { id: 86, applicant_id: 197, product: "debt_consolidation", channel: "online", requested_amount: "3957", term_months: "48", submitted_at: new Date("2024-09-17T15:40:41Z"), bureau_score: 516, dti_ratio: "0.56", open_credit_lines: 12, decision: "approved", decided_at: new Date("2024-09-27T15:08:48Z"), approved_amount: "624", interest_rate_pct: "23.08", defaulted_12m: "no" },
            { id: 87, applicant_id: 156, product: "personal_loan", channel: "broker", requested_amount: "41825", term_months: "48", submitted_at: new Date("2024-04-06T13:58:29Z"), bureau_score: 594, dti_ratio: "0.53", open_credit_lines: 12, decision: "declined", decided_at: new Date("2024-04-12T16:41:11Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 88, applicant_id: 41, product: "credit_card", channel: "broker", requested_amount: "1221", term_months: null, submitted_at: new Date("2024-10-13T19:01:11Z"), bureau_score: 688, dti_ratio: "0.29", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-10-22T20:55:29Z"), approved_amount: "502", interest_rate_pct: "12.32", defaulted_12m: "yes" },
            { id: 89, applicant_id: 19, product: "personal_loan", channel: "branch", requested_amount: "13516", term_months: "36", submitted_at: new Date("2024-01-12T15:39:47Z"), bureau_score: 592, dti_ratio: "0.52", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-01-19T06:24:07Z"), approved_amount: "3796", interest_rate_pct: "5.37", defaulted_12m: "no" },
            { id: 90, applicant_id: 59, product: "auto_loan", channel: "online", requested_amount: "39977", term_months: "24", submitted_at: new Date("2024-09-08T18:42:23Z"), bureau_score: 610, dti_ratio: "0.36", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-09-18T15:07:47Z"), approved_amount: "18614", interest_rate_pct: "14.04", defaulted_12m: "no" },
            { id: 91, applicant_id: 204, product: "personal_loan", channel: "online", requested_amount: "2222", term_months: "36", submitted_at: new Date("2024-03-20T15:42:33Z"), bureau_score: 554, dti_ratio: "0.28", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-03-29T06:10:01Z"), approved_amount: "600", interest_rate_pct: "16.61", defaulted_12m: "no" },
            { id: 92, applicant_id: 205, product: "auto_loan", channel: "online", requested_amount: "49089", term_months: "60", submitted_at: new Date("2024-01-29T18:05:12Z"), bureau_score: 608, dti_ratio: "0.26", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-02-02T21:20:16Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 93, applicant_id: 200, product: "credit_card", channel: "branch", requested_amount: "4429", term_months: null, submitted_at: new Date("2024-12-16T12:52:43Z"), bureau_score: 471, dti_ratio: "0.33", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-12-25T06:29:15Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 94, applicant_id: 231, product: "personal_loan", channel: "mobile_app", requested_amount: "1022", term_months: "36", submitted_at: new Date("2024-05-10T13:55:32Z"), bureau_score: 624, dti_ratio: "0.24", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-05-19T04:32:46Z"), approved_amount: "836", interest_rate_pct: "6.64", defaulted_12m: "no" },
            { id: 95, applicant_id: 169, product: "personal_loan", channel: "online", requested_amount: "1208", term_months: "36", submitted_at: new Date("2024-01-06T21:20:53Z"), bureau_score: 470, dti_ratio: "0.24", open_credit_lines: 12, decision: "approved", decided_at: new Date("2024-01-11T22:49:48Z"), approved_amount: "1187", interest_rate_pct: "12.48", defaulted_12m: "no" },
            { id: 96, applicant_id: 73, product: "personal_loan", channel: "broker", requested_amount: "33234", term_months: "12", submitted_at: new Date("2024-09-08T17:51:13Z"), bureau_score: 468, dti_ratio: "0.50", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-09-09T23:04:39Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 97, applicant_id: 194, product: "personal_loan", channel: "mobile_app", requested_amount: "40581", term_months: "36", submitted_at: new Date("2024-04-01T21:01:08Z"), bureau_score: 659, dti_ratio: "0.42", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 98, applicant_id: 169, product: "credit_card", channel: "online", requested_amount: "3689", term_months: null, submitted_at: new Date("2024-10-12T09:55:14Z"), bureau_score: 738, dti_ratio: "0.45", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-10-15T19:25:49Z"), approved_amount: "1046", interest_rate_pct: "19.98", defaulted_12m: "no" },
            { id: 99, applicant_id: 135, product: "debt_consolidation", channel: "branch", requested_amount: "6968", term_months: "60", submitted_at: new Date("2024-10-03T14:35:02Z"), bureau_score: 520, dti_ratio: "0.36", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-10-13T02:01:19Z"), approved_amount: "750", interest_rate_pct: "15.72", defaulted_12m: "no" },
            { id: 100, applicant_id: 75, product: "personal_loan", channel: "branch", requested_amount: "45729", term_months: "24", submitted_at: new Date("2024-12-19T17:02:31Z"), bureau_score: 564, dti_ratio: "0.50", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-12-21T23:41:54Z"), approved_amount: "2541", interest_rate_pct: "12.70", defaulted_12m: "no" },
            { id: 101, applicant_id: 137, product: "auto_loan", channel: "branch", requested_amount: "20620", term_months: "12", submitted_at: new Date("2024-08-28T21:38:00Z"), bureau_score: 519, dti_ratio: "0.33", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-08-30T00:04:26Z"), approved_amount: "3566", interest_rate_pct: "23.69", defaulted_12m: "no" },
            { id: 102, applicant_id: 182, product: "debt_consolidation", channel: "branch", requested_amount: "5947", term_months: "48", submitted_at: new Date("2024-07-13T10:20:11Z"), bureau_score: 483, dti_ratio: "0.65", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-07-14T03:08:02Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 103, applicant_id: 133, product: "credit_card", channel: "branch", requested_amount: "5328", term_months: null, submitted_at: new Date("2024-08-13T10:22:43Z"), bureau_score: 585, dti_ratio: "0.30", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-08-15T03:23:42Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 104, applicant_id: 167, product: "personal_loan", channel: "online", requested_amount: "6342", term_months: "48", submitted_at: new Date("2024-11-03T18:10:37Z"), bureau_score: 617, dti_ratio: "0.51", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-11-11T03:04:00Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 105, applicant_id: 124, product: "personal_loan", channel: "online", requested_amount: "9997", term_months: "24", submitted_at: new Date("2024-11-20T06:28:50Z"), bureau_score: 554, dti_ratio: "0.48", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-11-24T18:29:36Z"), approved_amount: "7311", interest_rate_pct: "13.06", defaulted_12m: "no" },
            { id: 106, applicant_id: 126, product: "debt_consolidation", channel: "mobile_app", requested_amount: "2901", term_months: "24", submitted_at: new Date("2024-05-18T16:25:36Z"), bureau_score: 480, dti_ratio: "0.34", open_credit_lines: 8, decision: "approved", decided_at: new Date("2024-05-22T14:18:36Z"), approved_amount: "896", interest_rate_pct: "16.10", defaulted_12m: "no" },
            { id: 107, applicant_id: 49, product: "personal_loan", channel: "online", requested_amount: "1058", term_months: "60", submitted_at: new Date("2024-12-28T20:48:20Z"), bureau_score: 638, dti_ratio: "0.39", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-12-31T10:07:53Z"), approved_amount: "853", interest_rate_pct: "24.11", defaulted_12m: "no" },
            { id: 108, applicant_id: 205, product: "personal_loan", channel: "broker", requested_amount: "35806", term_months: "36", submitted_at: new Date("2024-10-24T20:12:51Z"), bureau_score: 547, dti_ratio: "0.21", open_credit_lines: 12, decision: "declined", decided_at: new Date("2024-11-03T01:52:23Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 109, applicant_id: 62, product: "auto_loan", channel: "mobile_app", requested_amount: "49220", term_months: "60", submitted_at: new Date("2024-08-07T16:51:50Z"), bureau_score: 519, dti_ratio: "0.44", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-08-12T14:57:58Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 110, applicant_id: 142, product: "personal_loan", channel: "mobile_app", requested_amount: "3009", term_months: "36", submitted_at: new Date("2024-01-23T13:21:09Z"), bureau_score: 686, dti_ratio: "0.36", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-23T14:38:58Z"), approved_amount: "658", interest_rate_pct: "10.92", defaulted_12m: "no" },
            { id: 111, applicant_id: 212, product: "personal_loan", channel: "online", requested_amount: "30762", term_months: "24", submitted_at: new Date("2024-12-07T20:50:32Z"), bureau_score: 547, dti_ratio: "0.35", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-12-08T02:15:29Z"), approved_amount: "28208", interest_rate_pct: "14.21", defaulted_12m: "no" },
            { id: 112, applicant_id: 87, product: "personal_loan", channel: "online", requested_amount: "2531", term_months: "36", submitted_at: new Date("2024-01-22T20:11:25Z"), bureau_score: 634, dti_ratio: "0.31", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-01-29T19:22:03Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 113, applicant_id: 121, product: "credit_card", channel: "broker", requested_amount: "4218", term_months: null, submitted_at: new Date("2024-09-12T15:33:36Z"), bureau_score: 492, dti_ratio: "0.38", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-09-18T23:32:05Z"), approved_amount: "1440", interest_rate_pct: "12.27", defaulted_12m: "no" },
            { id: 114, applicant_id: 95, product: "credit_card", channel: "online", requested_amount: "26155", term_months: null, submitted_at: new Date("2024-03-20T17:40:23Z"), bureau_score: 523, dti_ratio: "0.40", open_credit_lines: 8, decision: "declined", decided_at: new Date("2024-03-26T00:20:01Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 115, applicant_id: 185, product: "auto_loan", channel: "online", requested_amount: "19460", term_months: "60", submitted_at: new Date("2024-10-09T13:52:38Z"), bureau_score: 578, dti_ratio: "0.42", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-10-11T22:28:48Z"), approved_amount: "7330", interest_rate_pct: "24.15", defaulted_12m: "no" },
            { id: 116, applicant_id: 163, product: "credit_card", channel: "online", requested_amount: "37216", term_months: null, submitted_at: new Date("2024-08-24T08:14:17Z"), bureau_score: 530, dti_ratio: "0.42", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-09-02T00:31:50Z"), approved_amount: "1723", interest_rate_pct: "7.16", defaulted_12m: "yes" },
            { id: 117, applicant_id: 231, product: "credit_card", channel: "mobile_app", requested_amount: "1385", term_months: null, submitted_at: new Date("2024-10-31T23:12:23Z"), bureau_score: 611, dti_ratio: "0.33", open_credit_lines: 10, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 118, applicant_id: 42, product: "credit_card", channel: "online", requested_amount: "3063", term_months: null, submitted_at: new Date("2024-08-30T20:41:14Z"), bureau_score: 633, dti_ratio: "0.26", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-09-02T19:21:05Z"), approved_amount: "680", interest_rate_pct: "7.87", defaulted_12m: "yes" },
            { id: 119, applicant_id: 147, product: "personal_loan", channel: "broker", requested_amount: "8308", term_months: "60", submitted_at: new Date("2024-04-23T06:32:55Z"), bureau_score: 587, dti_ratio: "0.42", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-04-30T00:32:01Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 120, applicant_id: 159, product: "personal_loan", channel: "mobile_app", requested_amount: "1872", term_months: "60", submitted_at: new Date("2024-12-29T13:16:45Z"), bureau_score: 392, dti_ratio: "0.31", open_credit_lines: 0, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 121, applicant_id: 223, product: "auto_loan", channel: "branch", requested_amount: "30846", term_months: "48", submitted_at: new Date("2024-08-22T16:45:25Z"), bureau_score: 737, dti_ratio: "0.52", open_credit_lines: 10, decision: "approved", decided_at: new Date("2024-08-28T10:17:32Z"), approved_amount: "16550", interest_rate_pct: "27.15", defaulted_12m: "no" },
            { id: 122, applicant_id: 52, product: "personal_loan", channel: "mobile_app", requested_amount: "39678", term_months: "36", submitted_at: new Date("2024-01-20T01:14:17Z"), bureau_score: 547, dti_ratio: "0.26", open_credit_lines: 4, decision: "declined", decided_at: new Date("2024-01-22T22:07:33Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 123, applicant_id: 20, product: "auto_loan", channel: "online", requested_amount: "4001", term_months: "60", submitted_at: new Date("2024-06-13T14:39:58Z"), bureau_score: 513, dti_ratio: "0.31", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-06-20T01:42:12Z"), approved_amount: "837", interest_rate_pct: "27.69", defaulted_12m: "no" },
            { id: 124, applicant_id: 16, product: "auto_loan", channel: "branch", requested_amount: "27258", term_months: "36", submitted_at: new Date("2024-03-14T19:23:30Z"), bureau_score: 602, dti_ratio: "0.36", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-03-17T19:52:12Z"), approved_amount: "18259", interest_rate_pct: "7.91", defaulted_12m: "no" },
            { id: 125, applicant_id: 89, product: "debt_consolidation", channel: "online", requested_amount: "34930", term_months: "24", submitted_at: new Date("2024-02-11T16:13:36Z"), bureau_score: 573, dti_ratio: "0.40", open_credit_lines: 6, decision: "declined", decided_at: new Date("2024-02-19T03:14:56Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 126, applicant_id: 67, product: "debt_consolidation", channel: "mobile_app", requested_amount: "29561", term_months: "36", submitted_at: new Date("2024-12-16T22:55:10Z"), bureau_score: 688, dti_ratio: "0.27", open_credit_lines: 9, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 127, applicant_id: 74, product: "credit_card", channel: "mobile_app", requested_amount: "33927", term_months: null, submitted_at: new Date("2024-12-31T17:18:14Z"), bureau_score: 510, dti_ratio: "0.49", open_credit_lines: 10, decision: "approved", decided_at: new Date("2025-01-06T08:10:49Z"), approved_amount: "11244", interest_rate_pct: "25.52", defaulted_12m: "no" },
            { id: 128, applicant_id: 71, product: "auto_loan", channel: "branch", requested_amount: "1839", term_months: "60", submitted_at: new Date("2024-04-24T22:13:54Z"), bureau_score: 466, dti_ratio: "0.55", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-05-04T07:26:20Z"), approved_amount: "1505", interest_rate_pct: "26.27", defaulted_12m: "no" },
            { id: 129, applicant_id: 125, product: "auto_loan", channel: "mobile_app", requested_amount: "32752", term_months: "36", submitted_at: new Date("2024-02-20T14:38:53Z"), bureau_score: 505, dti_ratio: "0.34", open_credit_lines: 2, decision: "withdrawn", decided_at: new Date("2024-02-28T03:00:09Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 130, applicant_id: 148, product: "auto_loan", channel: "mobile_app", requested_amount: "41830", term_months: "12", submitted_at: new Date("2024-10-23T13:46:45Z"), bureau_score: 664, dti_ratio: "0.45", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-11-01T09:49:35Z"), approved_amount: "1895", interest_rate_pct: "20.80", defaulted_12m: "no" },
            { id: 131, applicant_id: 138, product: "credit_card", channel: "branch", requested_amount: "22439", term_months: null, submitted_at: new Date("2024-07-06T12:18:06Z"), bureau_score: 586, dti_ratio: "0.60", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-07-07T04:46:34Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 132, applicant_id: 6, product: "personal_loan", channel: "broker", requested_amount: "1184", term_months: "12", submitted_at: new Date("2024-08-22T09:48:51Z"), bureau_score: 585, dti_ratio: "0.19", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-08-22T21:22:04Z"), approved_amount: "666", interest_rate_pct: "12.08", defaulted_12m: "yes" },
            { id: 133, applicant_id: 159, product: "debt_consolidation", channel: "mobile_app", requested_amount: "17664", term_months: "60", submitted_at: new Date("2024-09-07T20:42:09Z"), bureau_score: 665, dti_ratio: "0.47", open_credit_lines: 0, decision: "withdrawn", decided_at: new Date("2024-09-16T20:08:34Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 134, applicant_id: 57, product: "personal_loan", channel: "online", requested_amount: "44119", term_months: "12", submitted_at: new Date("2024-05-29T11:23:42Z"), bureau_score: 574, dti_ratio: "0.55", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-06-02T08:48:39Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 135, applicant_id: 45, product: "personal_loan", channel: "mobile_app", requested_amount: "1578", term_months: "60", submitted_at: new Date("2024-07-19T21:50:47Z"), bureau_score: 554, dti_ratio: "0.25", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-07-29T07:13:40Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 136, applicant_id: 221, product: "auto_loan", channel: "online", requested_amount: "7837", term_months: "36", submitted_at: new Date("2024-11-20T10:29:23Z"), bureau_score: 689, dti_ratio: "0.32", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-11-29T22:56:51Z"), approved_amount: "6952", interest_rate_pct: "11.59", defaulted_12m: "yes" },
            { id: 137, applicant_id: 161, product: "personal_loan", channel: "mobile_app", requested_amount: "23629", term_months: "60", submitted_at: new Date("2024-12-10T08:03:28Z"), bureau_score: 700, dti_ratio: "0.43", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-12-20T03:10:34Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 138, applicant_id: 45, product: "credit_card", channel: "branch", requested_amount: "1747", term_months: null, submitted_at: new Date("2024-08-27T20:09:02Z"), bureau_score: 604, dti_ratio: "0.45", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-09-01T02:23:08Z"), approved_amount: "1279", interest_rate_pct: "13.41", defaulted_12m: "no" },
            { id: 139, applicant_id: 180, product: "auto_loan", channel: "branch", requested_amount: "13433", term_months: "48", submitted_at: new Date("2024-06-04T08:44:15Z"), bureau_score: 655, dti_ratio: "0.36", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-06-05T11:20:15Z"), approved_amount: "734", interest_rate_pct: "6.80", defaulted_12m: "no" },
            { id: 140, applicant_id: 22, product: "credit_card", channel: "online", requested_amount: "10876", term_months: null, submitted_at: new Date("2024-05-09T08:19:40Z"), bureau_score: 584, dti_ratio: "0.18", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-05-11T03:52:22Z"), approved_amount: "3747", interest_rate_pct: "5.09", defaulted_12m: "no" },
            { id: 141, applicant_id: 202, product: "credit_card", channel: "broker", requested_amount: "46908", term_months: null, submitted_at: new Date("2024-07-31T20:24:10Z"), bureau_score: 429, dti_ratio: "0.40", open_credit_lines: 8, decision: "declined", decided_at: new Date("2024-08-07T15:54:29Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 142, applicant_id: 91, product: "personal_loan", channel: "broker", requested_amount: "1384", term_months: "48", submitted_at: new Date("2024-01-22T14:58:51Z"), bureau_score: 576, dti_ratio: "0.46", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-26T17:59:18Z"), approved_amount: "726", interest_rate_pct: "22.66", defaulted_12m: "no" },
            { id: 143, applicant_id: 171, product: "credit_card", channel: "broker", requested_amount: "6453", term_months: null, submitted_at: new Date("2024-06-19T20:47:37Z"), bureau_score: 791, dti_ratio: "0.29", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-06-22T05:15:58Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 144, applicant_id: 7, product: "credit_card", channel: "branch", requested_amount: "3235", term_months: null, submitted_at: new Date("2024-03-09T16:25:07Z"), bureau_score: 578, dti_ratio: "0.27", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-03-15T08:36:16Z"), approved_amount: "918", interest_rate_pct: "28.06", defaulted_12m: "no" },
            { id: 145, applicant_id: 203, product: "personal_loan", channel: "broker", requested_amount: "15796", term_months: "12", submitted_at: new Date("2024-01-14T10:15:01Z"), bureau_score: 602, dti_ratio: "0.33", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-01-17T18:57:35Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 147, applicant_id: 164, product: "credit_card", channel: "online", requested_amount: "41706", term_months: null, submitted_at: new Date("2024-04-26T11:28:28Z"), bureau_score: 691, dti_ratio: "0.46", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-05-05T15:01:39Z"), approved_amount: "1004", interest_rate_pct: "7.35", defaulted_12m: "yes" },
            { id: 148, applicant_id: 122, product: "auto_loan", channel: "online", requested_amount: "22910", term_months: "24", submitted_at: new Date("2024-03-13T13:03:53Z"), bureau_score: 584, dti_ratio: "0.48", open_credit_lines: 0, decision: "withdrawn", decided_at: new Date("2024-03-21T01:27:02Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 149, applicant_id: 113, product: "credit_card", channel: "online", requested_amount: "1209", term_months: null, submitted_at: new Date("2024-03-28T19:13:54Z"), bureau_score: 587, dti_ratio: "0.29", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-04-04T17:52:37Z"), approved_amount: "1110", interest_rate_pct: "10.49", defaulted_12m: "no" },
            { id: 150, applicant_id: 169, product: "debt_consolidation", channel: "online", requested_amount: "15266", term_months: "12", submitted_at: new Date("2024-07-29T11:03:06Z"), bureau_score: 534, dti_ratio: "0.24", open_credit_lines: 11, decision: "declined", decided_at: new Date("2024-08-07T17:29:05Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 151, applicant_id: 140, product: "personal_loan", channel: "branch", requested_amount: "27415", term_months: "48", submitted_at: new Date("2024-10-05T14:24:37Z"), bureau_score: 458, dti_ratio: "0.39", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-10-11T10:09:57Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 152, applicant_id: 29, product: "personal_loan", channel: "broker", requested_amount: "10046", term_months: "36", submitted_at: new Date("2024-11-24T11:36:26Z"), bureau_score: 560, dti_ratio: "0.47", open_credit_lines: 4, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 153, applicant_id: 177, product: "personal_loan", channel: "broker", requested_amount: "11184", term_months: "36", submitted_at: new Date("2024-06-17T18:56:15Z"), bureau_score: 544, dti_ratio: "0.44", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-06-26T23:26:23Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 154, applicant_id: 127, product: "debt_consolidation", channel: "online", requested_amount: "21188", term_months: "24", submitted_at: new Date("2024-11-27T23:52:32Z"), bureau_score: 656, dti_ratio: "0.36", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-11-28T02:05:53Z"), approved_amount: "2071", interest_rate_pct: "14.68", defaulted_12m: "no" },
            { id: 155, applicant_id: 80, product: "personal_loan", channel: "broker", requested_amount: "18134", term_months: "60", submitted_at: new Date("2024-12-02T18:45:33Z"), bureau_score: 506, dti_ratio: "0.49", open_credit_lines: 2, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 158, applicant_id: 131, product: "personal_loan", channel: "mobile_app", requested_amount: "43234", term_months: "12", submitted_at: new Date("2024-08-27T19:16:37Z"), bureau_score: 602, dti_ratio: "0.31", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-09-05T12:40:16Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 159, applicant_id: 136, product: "debt_consolidation", channel: "online", requested_amount: "47622", term_months: "24", submitted_at: new Date("2024-05-14T22:22:45Z"), bureau_score: 616, dti_ratio: "0.23", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-05-17T14:11:09Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 160, applicant_id: 13, product: "auto_loan", channel: "online", requested_amount: "7438", term_months: "12", submitted_at: new Date("2024-12-20T19:30:22Z"), bureau_score: 631, dti_ratio: "0.50", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-12-25T21:23:20Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 161, applicant_id: 189, product: "debt_consolidation", channel: "online", requested_amount: "7476", term_months: "60", submitted_at: new Date("2024-05-23T19:50:30Z"), bureau_score: 639, dti_ratio: "0.51", open_credit_lines: 7, decision: "approved", decided_at: new Date("2024-05-29T15:27:05Z"), approved_amount: "1529", interest_rate_pct: "21.79", defaulted_12m: "yes" },
            { id: 162, applicant_id: 15, product: "personal_loan", channel: "online", requested_amount: "3544", term_months: "36", submitted_at: new Date("2024-02-28T12:30:23Z"), bureau_score: 460, dti_ratio: "0.42", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-03-02T01:41:14Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 163, applicant_id: 120, product: "personal_loan", channel: "broker", requested_amount: "4142", term_months: "12", submitted_at: new Date("2024-03-23T22:47:29Z"), bureau_score: 478, dti_ratio: "0.39", open_credit_lines: 6, decision: "declined", decided_at: new Date("2024-04-01T15:42:43Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 164, applicant_id: 109, product: "credit_card", channel: "broker", requested_amount: "27293", term_months: null, submitted_at: new Date("2024-04-12T17:01:25Z"), bureau_score: 657, dti_ratio: "0.32", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-04-18T07:29:35Z"), approved_amount: "585", interest_rate_pct: "17.10", defaulted_12m: "no" },
            { id: 165, applicant_id: 104, product: "credit_card", channel: "broker", requested_amount: "16913", term_months: null, submitted_at: new Date("2024-04-18T21:27:53Z"), bureau_score: 710, dti_ratio: "0.39", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-04-22T13:41:30Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 166, applicant_id: 195, product: "credit_card", channel: "online", requested_amount: "4227", term_months: null, submitted_at: new Date("2024-06-10T11:26:32Z"), bureau_score: 647, dti_ratio: "0.50", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-06-11T14:25:48Z"), approved_amount: "654", interest_rate_pct: "17.00", defaulted_12m: "no" },
            { id: 167, applicant_id: 38, product: "auto_loan", channel: "mobile_app", requested_amount: "24884", term_months: "60", submitted_at: new Date("2024-09-19T21:43:16Z"), bureau_score: 528, dti_ratio: "0.47", open_credit_lines: 10, decision: "approved", decided_at: new Date("2024-09-24T19:25:23Z"), approved_amount: "3926", interest_rate_pct: "5.14", defaulted_12m: "no" },
            { id: 168, applicant_id: 210, product: "auto_loan", channel: "broker", requested_amount: "6005", term_months: "60", submitted_at: new Date("2024-04-26T18:46:43Z"), bureau_score: 526, dti_ratio: "0.52", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-05-05T03:36:05Z"), approved_amount: "1233", interest_rate_pct: "19.39", defaulted_12m: "no" },
            { id: 169, applicant_id: 178, product: "credit_card", channel: "branch", requested_amount: "11293", term_months: null, submitted_at: new Date("2024-10-29T11:28:50Z"), bureau_score: 698, dti_ratio: "0.55", open_credit_lines: 6, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 170, applicant_id: 61, product: "auto_loan", channel: "mobile_app", requested_amount: "30637", term_months: "48", submitted_at: new Date("2024-02-01T21:41:15Z"), bureau_score: 612, dti_ratio: "0.24", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-02-02T17:07:49Z"), approved_amount: "4346", interest_rate_pct: "11.61", defaulted_12m: "no" },
            { id: 171, applicant_id: 191, product: "debt_consolidation", channel: "online", requested_amount: "24163", term_months: "12", submitted_at: new Date("2024-08-11T19:57:53Z"), bureau_score: 472, dti_ratio: "0.35", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-08-18T11:08:31Z"), approved_amount: "565", interest_rate_pct: "24.27", defaulted_12m: "no" },
            { id: 172, applicant_id: 32, product: "auto_loan", channel: "online", requested_amount: "30357", term_months: "48", submitted_at: new Date("2024-11-11T21:03:07Z"), bureau_score: 553, dti_ratio: "0.37", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-11-21T04:03:53Z"), approved_amount: "7659", interest_rate_pct: "7.67", defaulted_12m: "yes" },
            { id: 173, applicant_id: 84, product: "auto_loan", channel: "branch", requested_amount: "11201", term_months: "36", submitted_at: new Date("2024-08-31T19:02:50Z"), bureau_score: 573, dti_ratio: "0.28", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-09-10T14:33:40Z"), approved_amount: "2505", interest_rate_pct: "16.56", defaulted_12m: "no" },
            { id: 174, applicant_id: 227, product: "personal_loan", channel: "branch", requested_amount: "47745", term_months: "24", submitted_at: new Date("2024-03-05T18:33:59Z"), bureau_score: 626, dti_ratio: "0.50", open_credit_lines: 8, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 175, applicant_id: 7, product: "auto_loan", channel: "online", requested_amount: "29159", term_months: "12", submitted_at: new Date("2024-02-26T15:16:24Z"), bureau_score: 706, dti_ratio: "0.22", open_credit_lines: 8, decision: "approved", decided_at: new Date("2024-02-28T18:02:52Z"), approved_amount: "17113", interest_rate_pct: "15.11", defaulted_12m: "no" },
            { id: 176, applicant_id: 175, product: "auto_loan", channel: "broker", requested_amount: "1949", term_months: "24", submitted_at: new Date("2024-08-09T17:53:18Z"), bureau_score: 583, dti_ratio: "0.40", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-08-11T23:09:48Z"), approved_amount: "1093", interest_rate_pct: "15.72", defaulted_12m: "no" },
            { id: 177, applicant_id: 157, product: "credit_card", channel: "branch", requested_amount: "7362", term_months: null, submitted_at: new Date("2024-02-18T18:53:45Z"), bureau_score: 612, dti_ratio: "0.46", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-02-25T16:55:43Z"), approved_amount: "3093", interest_rate_pct: "15.03", defaulted_12m: "no" },
            { id: 178, applicant_id: 146, product: "personal_loan", channel: "branch", requested_amount: "24866", term_months: "24", submitted_at: new Date("2024-01-24T11:24:37Z"), bureau_score: 518, dti_ratio: "0.29", open_credit_lines: 9, decision: "declined", decided_at: new Date("2024-01-30T04:59:30Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 179, applicant_id: 43, product: "debt_consolidation", channel: "branch", requested_amount: "1129", term_months: "12", submitted_at: new Date("2024-05-20T17:21:04Z"), bureau_score: 665, dti_ratio: "0.29", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-05-27T09:19:11Z"), approved_amount: "703", interest_rate_pct: "12.66", defaulted_12m: "no" },
            { id: 180, applicant_id: 51, product: "auto_loan", channel: "online", requested_amount: "34767", term_months: "48", submitted_at: new Date("2024-09-03T08:19:55Z"), bureau_score: 476, dti_ratio: "0.42", open_credit_lines: 7, decision: "withdrawn", decided_at: new Date("2024-09-13T03:16:58Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 181, applicant_id: 100, product: "personal_loan", channel: "mobile_app", requested_amount: "1551", term_months: "60", submitted_at: new Date("2024-08-02T16:19:14Z"), bureau_score: 668, dti_ratio: "0.41", open_credit_lines: 4, decision: "declined", decided_at: new Date("2024-08-03T09:59:15Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 182, applicant_id: 204, product: "debt_consolidation", channel: "broker", requested_amount: "26390", term_months: "48", submitted_at: new Date("2024-08-09T18:42:45Z"), bureau_score: 502, dti_ratio: "0.26", open_credit_lines: 4, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 183, applicant_id: 16, product: "debt_consolidation", channel: "online", requested_amount: "15262", term_months: "24", submitted_at: new Date("2024-01-12T13:54:39Z"), bureau_score: 413, dti_ratio: "0.32", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-01-14T22:34:27Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 184, applicant_id: 103, product: "auto_loan", channel: "online", requested_amount: "35466", term_months: "36", submitted_at: new Date("2024-01-24T08:15:47Z"), bureau_score: 693, dti_ratio: "0.55", open_credit_lines: 10, decision: "declined", decided_at: new Date("2024-01-26T00:49:30Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 185, applicant_id: 26, product: "debt_consolidation", channel: "branch", requested_amount: "1004", term_months: "60", submitted_at: new Date("2024-11-02T20:25:09Z"), bureau_score: 499, dti_ratio: "0.23", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-11-09T00:37:42Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 186, applicant_id: 61, product: "credit_card", channel: "online", requested_amount: "38866", term_months: null, submitted_at: new Date("2024-08-06T10:50:21Z"), bureau_score: 658, dti_ratio: "0.39", open_credit_lines: 0, decision: "withdrawn", decided_at: new Date("2024-08-13T06:18:11Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 187, applicant_id: 176, product: "personal_loan", channel: "mobile_app", requested_amount: "25075", term_months: "36", submitted_at: new Date("2024-01-23T11:57:11Z"), bureau_score: 506, dti_ratio: "0.42", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-01-28T05:23:54Z"), approved_amount: "2208", interest_rate_pct: "10.73", defaulted_12m: "no" },
            { id: 188, applicant_id: 205, product: "personal_loan", channel: "mobile_app", requested_amount: "20772", term_months: "36", submitted_at: new Date("2024-04-19T12:00:04Z"), bureau_score: 545, dti_ratio: "0.24", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-04-22T17:17:27Z"), approved_amount: "7771", interest_rate_pct: "6.20", defaulted_12m: "no" },
            { id: 189, applicant_id: 181, product: "auto_loan", channel: "online", requested_amount: "2699", term_months: "36", submitted_at: new Date("2024-02-05T07:31:51Z"), bureau_score: 519, dti_ratio: "0.36", open_credit_lines: 0, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 190, applicant_id: 58, product: "credit_card", channel: "broker", requested_amount: "32157", term_months: null, submitted_at: new Date("2024-07-08T09:40:41Z"), bureau_score: 461, dti_ratio: "0.27", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-07-14T12:21:40Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 191, applicant_id: 152, product: "auto_loan", channel: "branch", requested_amount: "3912", term_months: "24", submitted_at: new Date("2024-02-12T08:53:28Z"), bureau_score: 699, dti_ratio: "0.33", open_credit_lines: 7, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 192, applicant_id: 145, product: "personal_loan", channel: "online", requested_amount: "34420", term_months: "36", submitted_at: new Date("2024-06-28T19:16:19Z"), bureau_score: 604, dti_ratio: "0.33", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-07-03T15:38:08Z"), approved_amount: "20734", interest_rate_pct: "11.88", defaulted_12m: "no" },
            { id: 193, applicant_id: 18, product: "auto_loan", channel: "online", requested_amount: "1598", term_months: "36", submitted_at: new Date("2024-12-25T21:35:17Z"), bureau_score: 502, dti_ratio: "0.68", open_credit_lines: 7, decision: "approved", decided_at: new Date("2025-01-03T18:42:59Z"), approved_amount: "504", interest_rate_pct: "23.92", defaulted_12m: "no" },
            { id: 194, applicant_id: 131, product: "auto_loan", channel: "online", requested_amount: "12853", term_months: "36", submitted_at: new Date("2024-09-22T15:47:29Z"), bureau_score: 528, dti_ratio: "0.47", open_credit_lines: 0, decision: "withdrawn", decided_at: new Date("2024-09-30T08:01:23Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 195, applicant_id: 25, product: "credit_card", channel: "mobile_app", requested_amount: "33100", term_months: null, submitted_at: new Date("2024-12-26T08:49:59Z"), bureau_score: 603, dti_ratio: "0.47", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-12-28T23:48:43Z"), approved_amount: "9253", interest_rate_pct: "16.98", defaulted_12m: "no" },
            { id: 196, applicant_id: 209, product: "credit_card", channel: "mobile_app", requested_amount: "7917", term_months: null, submitted_at: new Date("2024-01-08T15:29:24Z"), bureau_score: 517, dti_ratio: "0.36", open_credit_lines: 8, decision: "declined", decided_at: new Date("2024-01-12T02:30:55Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 197, applicant_id: 145, product: "personal_loan", channel: "branch", requested_amount: "22404", term_months: "60", submitted_at: new Date("2024-09-04T14:23:12Z"), bureau_score: 562, dti_ratio: "0.28", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-09-13T07:42:34Z"), approved_amount: "1316", interest_rate_pct: "6.37", defaulted_12m: "no" },
            { id: 198, applicant_id: 134, product: "auto_loan", channel: "online", requested_amount: "1027", term_months: "24", submitted_at: new Date("2024-05-14T00:07:59Z"), bureau_score: 498, dti_ratio: "0.48", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-05-21T01:06:43Z"), approved_amount: "844", interest_rate_pct: "24.41", defaulted_12m: "no" },
            { id: 199, applicant_id: 237, product: "credit_card", channel: "branch", requested_amount: "7450", term_months: null, submitted_at: new Date("2024-09-13T10:25:44Z"), bureau_score: 472, dti_ratio: "0.16", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-09-17T10:39:46Z"), approved_amount: "511", interest_rate_pct: "10.52", defaulted_12m: "no" },
            { id: 200, applicant_id: 172, product: "personal_loan", channel: "online", requested_amount: "6377", term_months: "60", submitted_at: new Date("2024-08-25T18:35:48Z"), bureau_score: 524, dti_ratio: "0.55", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-09-02T15:07:37Z"), approved_amount: "4616", interest_rate_pct: "19.90", defaulted_12m: "no" },
            { id: 201, applicant_id: 144, product: "personal_loan", channel: "branch", requested_amount: "11039", term_months: "24", submitted_at: new Date("2024-08-25T16:00:39Z"), bureau_score: 622, dti_ratio: "0.52", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 202, applicant_id: 73, product: "credit_card", channel: "online", requested_amount: "38763", term_months: null, submitted_at: new Date("2024-09-07T21:19:54Z"), bureau_score: 481, dti_ratio: "0.39", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-09-16T03:16:23Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 203, applicant_id: 40, product: "auto_loan", channel: "branch", requested_amount: "44560", term_months: "36", submitted_at: new Date("2024-08-28T19:27:13Z"), bureau_score: 618, dti_ratio: "0.32", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-09-04T02:48:49Z"), approved_amount: "1340", interest_rate_pct: "26.40", defaulted_12m: "no" },
            { id: 204, applicant_id: 30, product: "personal_loan", channel: "branch", requested_amount: "44330", term_months: "48", submitted_at: new Date("2024-04-03T15:19:24Z"), bureau_score: 610, dti_ratio: "0.39", open_credit_lines: 8, decision: "declined", decided_at: new Date("2024-04-11T14:26:55Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 205, applicant_id: 66, product: "personal_loan", channel: "mobile_app", requested_amount: "21139", term_months: "60", submitted_at: new Date("2024-01-04T17:07:05Z"), bureau_score: 627, dti_ratio: "0.39", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-07T16:10:57Z"), approved_amount: "2182", interest_rate_pct: "6.15", defaulted_12m: "no" },
            { id: 206, applicant_id: 197, product: "personal_loan", channel: "mobile_app", requested_amount: "8394", term_months: "24", submitted_at: new Date("2024-12-22T00:24:00Z"), bureau_score: 611, dti_ratio: "0.35", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-12-31T14:55:43Z"), approved_amount: "2556", interest_rate_pct: "9.25", defaulted_12m: "no" },
            { id: 207, applicant_id: 142, product: "auto_loan", channel: "broker", requested_amount: "12404", term_months: "36", submitted_at: new Date("2024-03-17T13:17:37Z"), bureau_score: 584, dti_ratio: "0.45", open_credit_lines: 6, decision: "declined", decided_at: new Date("2024-03-23T23:43:57Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 208, applicant_id: 67, product: "credit_card", channel: "broker", requested_amount: "35813", term_months: null, submitted_at: new Date("2024-10-08T11:47:49Z"), bureau_score: 457, dti_ratio: "0.17", open_credit_lines: 4, decision: "withdrawn", decided_at: new Date("2024-10-11T00:39:04Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 209, applicant_id: 75, product: "debt_consolidation", channel: "broker", requested_amount: "16557", term_months: "60", submitted_at: new Date("2024-02-21T23:12:02Z"), bureau_score: 549, dti_ratio: "0.21", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-02-28T09:26:29Z"), approved_amount: "13375", interest_rate_pct: "29.85", defaulted_12m: "no" },
            { id: 210, applicant_id: 220, product: "personal_loan", channel: "broker", requested_amount: "46628", term_months: "36", submitted_at: new Date("2024-12-21T10:27:54Z"), bureau_score: 497, dti_ratio: "0.38", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-12-28T22:08:28Z"), approved_amount: "34531", interest_rate_pct: "22.80", defaulted_12m: "no" },
            { id: 211, applicant_id: 38, product: "personal_loan", channel: "online", requested_amount: "18118", term_months: "60", submitted_at: new Date("2024-01-27T13:51:23Z"), bureau_score: 653, dti_ratio: "0.25", open_credit_lines: 9, decision: "declined", decided_at: new Date("2024-01-28T00:21:02Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 212, applicant_id: 34, product: "debt_consolidation", channel: "online", requested_amount: "1018", term_months: "36", submitted_at: new Date("2024-12-01T18:23:20Z"), bureau_score: 563, dti_ratio: "0.64", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-12-03T09:59:41Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 213, applicant_id: 61, product: "personal_loan", channel: "branch", requested_amount: "48864", term_months: "12", submitted_at: new Date("2024-07-19T16:27:29Z"), bureau_score: 537, dti_ratio: "0.21", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-07-27T20:01:59Z"), approved_amount: "27343", interest_rate_pct: "17.46", defaulted_12m: "no" },
            { id: 214, applicant_id: 54, product: "auto_loan", channel: "mobile_app", requested_amount: "46593", term_months: "36", submitted_at: new Date("2024-04-21T13:32:50Z"), bureau_score: 471, dti_ratio: "0.57", open_credit_lines: 10, decision: "approved", decided_at: new Date("2024-04-21T19:55:20Z"), approved_amount: "42792", interest_rate_pct: "18.70", defaulted_12m: "no" },
            { id: 215, applicant_id: 77, product: "personal_loan", channel: "mobile_app", requested_amount: "15263", term_months: "24", submitted_at: new Date("2024-12-09T20:41:39Z"), bureau_score: 580, dti_ratio: "0.55", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-12-15T15:15:59Z"), approved_amount: "727", interest_rate_pct: "29.20", defaulted_12m: "no" },
            { id: 216, applicant_id: 207, product: "credit_card", channel: "online", requested_amount: "6885", term_months: null, submitted_at: new Date("2024-04-02T20:18:23Z"), bureau_score: 384, dti_ratio: "0.27", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-04-11T02:03:49Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 217, applicant_id: 82, product: "auto_loan", channel: "branch", requested_amount: "39363", term_months: "24", submitted_at: new Date("2024-01-14T15:45:31Z"), bureau_score: 518, dti_ratio: "0.46", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-01-20T15:16:36Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 218, applicant_id: 22, product: "personal_loan", channel: "branch", requested_amount: "1863", term_months: "60", submitted_at: new Date("2024-03-18T08:33:15Z"), bureau_score: 582, dti_ratio: "0.36", open_credit_lines: 3, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 219, applicant_id: 46, product: "auto_loan", channel: "online", requested_amount: "3192", term_months: "36", submitted_at: new Date("2024-02-17T22:22:40Z"), bureau_score: 641, dti_ratio: "0.34", open_credit_lines: 12, decision: "approved", decided_at: new Date("2024-02-18T06:46:30Z"), approved_amount: "2264", interest_rate_pct: "12.69", defaulted_12m: "no" },
            { id: 220, applicant_id: 217, product: "auto_loan", channel: "broker", requested_amount: "2301", term_months: "24", submitted_at: new Date("2024-02-28T15:21:34Z"), bureau_score: 563, dti_ratio: "0.17", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-03-01T20:38:21Z"), approved_amount: "567", interest_rate_pct: "10.34", defaulted_12m: "yes" },
            { id: 221, applicant_id: 116, product: "auto_loan", channel: "online", requested_amount: "4982", term_months: "60", submitted_at: new Date("2024-04-06T18:20:18Z"), bureau_score: 475, dti_ratio: "0.29", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-04-13T05:53:10Z"), approved_amount: "2208", interest_rate_pct: "14.83", defaulted_12m: "no" },
            { id: 222, applicant_id: 153, product: "debt_consolidation", channel: "branch", requested_amount: "31954", term_months: "12", submitted_at: new Date("2024-12-24T15:08:44Z"), bureau_score: 426, dti_ratio: "0.29", open_credit_lines: 0, decision: "withdrawn", decided_at: new Date("2024-12-31T23:27:58Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 223, applicant_id: 74, product: "credit_card", channel: "mobile_app", requested_amount: "48579", term_months: null, submitted_at: new Date("2024-02-23T20:32:05Z"), bureau_score: 607, dti_ratio: "0.26", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-02-27T01:34:14Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 224, applicant_id: 112, product: "auto_loan", channel: "mobile_app", requested_amount: "10328", term_months: "36", submitted_at: new Date("2024-05-23T08:25:37Z"), bureau_score: 729, dti_ratio: "0.40", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-05-25T19:45:42Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 225, applicant_id: 27, product: "auto_loan", channel: "online", requested_amount: "10732", term_months: "60", submitted_at: new Date("2024-01-21T10:50:31Z"), bureau_score: 588, dti_ratio: "0.22", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-01-30T14:10:19Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 226, applicant_id: 12, product: "credit_card", channel: "online", requested_amount: "11291", term_months: null, submitted_at: new Date("2024-04-07T19:25:25Z"), bureau_score: 658, dti_ratio: "0.34", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-04-15T09:27:19Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 227, applicant_id: 18, product: "credit_card", channel: "mobile_app", requested_amount: "21958", term_months: null, submitted_at: new Date("2024-08-02T16:53:52Z"), bureau_score: 754, dti_ratio: "0.56", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 228, applicant_id: 69, product: "credit_card", channel: "online", requested_amount: "1256", term_months: null, submitted_at: new Date("2024-12-12T14:46:41Z"), bureau_score: 641, dti_ratio: "0.40", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-12-13T07:30:12Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 229, applicant_id: 118, product: "credit_card", channel: "branch", requested_amount: "15511", term_months: null, submitted_at: new Date("2024-07-30T14:52:38Z"), bureau_score: 569, dti_ratio: "0.32", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-08-06T14:28:07Z"), approved_amount: "15476", interest_rate_pct: "20.53", defaulted_12m: "no" },
            { id: 230, applicant_id: 158, product: "personal_loan", channel: "online", requested_amount: "48983", term_months: "24", submitted_at: new Date("2024-10-03T22:27:29Z"), bureau_score: 741, dti_ratio: "0.44", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-10-12T10:04:54Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 231, applicant_id: 141, product: "auto_loan", channel: "mobile_app", requested_amount: "8759", term_months: "12", submitted_at: new Date("2024-11-03T20:35:24Z"), bureau_score: 487, dti_ratio: "0.22", open_credit_lines: 8, decision: "declined", decided_at: new Date("2024-11-04T16:17:57Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 232, applicant_id: 213, product: "debt_consolidation", channel: "branch", requested_amount: "25094", term_months: "60", submitted_at: new Date("2024-10-15T19:40:52Z"), bureau_score: 519, dti_ratio: "0.55", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-10-20T12:45:20Z"), approved_amount: "19269", interest_rate_pct: "16.65", defaulted_12m: "no" },
            { id: 233, applicant_id: 77, product: "personal_loan", channel: "branch", requested_amount: "15819", term_months: "24", submitted_at: new Date("2024-07-24T10:26:33Z"), bureau_score: 646, dti_ratio: "0.41", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-07-28T04:27:28Z"), approved_amount: "12313", interest_rate_pct: "21.34", defaulted_12m: "no" },
            { id: 234, applicant_id: 48, product: "personal_loan", channel: "broker", requested_amount: "1833", term_months: "24", submitted_at: new Date("2024-03-23T19:21:14Z"), bureau_score: 649, dti_ratio: "0.50", open_credit_lines: 10, decision: "declined", decided_at: new Date("2024-03-26T16:29:09Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 235, applicant_id: 108, product: "auto_loan", channel: "broker", requested_amount: "36868", term_months: "12", submitted_at: new Date("2024-01-18T09:31:07Z"), bureau_score: 432, dti_ratio: "0.35", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-27T18:11:16Z"), approved_amount: "16089", interest_rate_pct: "6.69", defaulted_12m: "no" },
            { id: 236, applicant_id: 189, product: "auto_loan", channel: "online", requested_amount: "11316", term_months: "12", submitted_at: new Date("2024-01-13T22:24:22Z"), bureau_score: 430, dti_ratio: "0.35", open_credit_lines: 7, decision: "approved", decided_at: new Date("2024-01-19T11:30:09Z"), approved_amount: "975", interest_rate_pct: "8.34", defaulted_12m: "yes" },
            { id: 237, applicant_id: 143, product: "credit_card", channel: "mobile_app", requested_amount: "2904", term_months: null, submitted_at: new Date("2024-08-11T19:47:49Z"), bureau_score: 713, dti_ratio: "0.58", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-08-12T16:14:33Z"), approved_amount: "2110", interest_rate_pct: "15.55", defaulted_12m: "no" },
            { id: 238, applicant_id: 198, product: "debt_consolidation", channel: "branch", requested_amount: "28966", term_months: "24", submitted_at: new Date("2024-05-15T12:21:04Z"), bureau_score: 506, dti_ratio: "0.24", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-05-17T01:27:04Z"), approved_amount: "4471", interest_rate_pct: "13.15", defaulted_12m: "no" },
            { id: 239, applicant_id: 36, product: "credit_card", channel: "broker", requested_amount: "7428", term_months: null, submitted_at: new Date("2024-12-05T12:29:37Z"), bureau_score: 549, dti_ratio: "0.41", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-12-07T11:52:24Z"), approved_amount: "6450", interest_rate_pct: "22.83", defaulted_12m: "no" },
            { id: 240, applicant_id: 225, product: "personal_loan", channel: "branch", requested_amount: "1652", term_months: "36", submitted_at: new Date("2024-08-06T17:51:43Z"), bureau_score: 442, dti_ratio: "0.29", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-08-11T12:36:11Z"), approved_amount: "696", interest_rate_pct: "17.74", defaulted_12m: "yes" },
            { id: 241, applicant_id: 121, product: "personal_loan", channel: "broker", requested_amount: "3849", term_months: "12", submitted_at: new Date("2024-12-11T09:33:12Z"), bureau_score: 611, dti_ratio: "0.53", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-12-13T12:50:30Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 242, applicant_id: 26, product: "credit_card", channel: "branch", requested_amount: "5579", term_months: null, submitted_at: new Date("2024-04-13T06:13:50Z"), bureau_score: 739, dti_ratio: "0.39", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-04-14T23:26:45Z"), approved_amount: "501", interest_rate_pct: "24.39", defaulted_12m: "no" },
            { id: 243, applicant_id: 228, product: "personal_loan", channel: "online", requested_amount: "2012", term_months: "24", submitted_at: new Date("2024-12-28T22:05:57Z"), bureau_score: 547, dti_ratio: "0.29", open_credit_lines: 8, decision: "declined", decided_at: new Date("2025-01-05T07:47:22Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 244, applicant_id: 185, product: "credit_card", channel: "mobile_app", requested_amount: "2997", term_months: null, submitted_at: new Date("2024-11-08T18:02:06Z"), bureau_score: 650, dti_ratio: "0.35", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-11-14T00:25:04Z"), approved_amount: "2779", interest_rate_pct: "8.37", defaulted_12m: "no" },
            { id: 245, applicant_id: 35, product: "auto_loan", channel: "mobile_app", requested_amount: "7287", term_months: "24", submitted_at: new Date("2024-11-24T08:09:36Z"), bureau_score: 517, dti_ratio: "0.39", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-11-26T21:57:06Z"), approved_amount: "4442", interest_rate_pct: "5.20", defaulted_12m: "no" },
            { id: 246, applicant_id: 173, product: "auto_loan", channel: "broker", requested_amount: "29792", term_months: "24", submitted_at: new Date("2024-03-08T09:42:28Z"), bureau_score: 629, dti_ratio: "0.18", open_credit_lines: 9, decision: "declined", decided_at: new Date("2024-03-09T12:58:08Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 247, applicant_id: 109, product: "auto_loan", channel: "online", requested_amount: "10775", term_months: "36", submitted_at: new Date("2024-12-18T19:49:06Z"), bureau_score: 593, dti_ratio: "0.46", open_credit_lines: 8, decision: "approved", decided_at: new Date("2024-12-20T23:17:19Z"), approved_amount: "9936", interest_rate_pct: "7.67", defaulted_12m: "no" },
            { id: 248, applicant_id: 86, product: "personal_loan", channel: "broker", requested_amount: "16095", term_months: "36", submitted_at: new Date("2024-04-08T19:46:11Z"), bureau_score: 382, dti_ratio: "0.38", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 249, applicant_id: 75, product: "debt_consolidation", channel: "broker", requested_amount: "34067", term_months: "60", submitted_at: new Date("2024-12-12T09:47:05Z"), bureau_score: 617, dti_ratio: "0.33", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-12-17T18:53:19Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 250, applicant_id: 180, product: "credit_card", channel: "broker", requested_amount: "34664", term_months: null, submitted_at: new Date("2024-03-23T22:00:05Z"), bureau_score: 578, dti_ratio: "0.47", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-03-27T02:18:34Z"), approved_amount: "1469", interest_rate_pct: "7.26", defaulted_12m: "no" },
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            { id: 252, applicant_id: 123, product: "personal_loan", channel: "mobile_app", requested_amount: "32277", term_months: "24", submitted_at: new Date("2024-03-12T20:04:14Z"), bureau_score: 590, dti_ratio: "0.26", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-03-15T14:51:29Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 255, applicant_id: 13, product: "auto_loan", channel: "mobile_app", requested_amount: "9407", term_months: "48", submitted_at: new Date("2024-01-12T20:26:50Z"), bureau_score: 633, dti_ratio: "0.26", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-18T04:04:03Z"), approved_amount: "3976", interest_rate_pct: "26.08", defaulted_12m: "yes" },
            { id: 256, applicant_id: 132, product: "debt_consolidation", channel: "online", requested_amount: "16641", term_months: "36", submitted_at: new Date("2024-12-29T14:34:35Z"), bureau_score: 593, dti_ratio: "0.39", open_credit_lines: 3, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 258, applicant_id: 183, product: "personal_loan", channel: "branch", requested_amount: "6852", term_months: "36", submitted_at: new Date("2024-11-15T09:13:07Z"), bureau_score: 622, dti_ratio: "0.40", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-11-22T14:37:57Z"), approved_amount: "834", interest_rate_pct: "6.64", defaulted_12m: "no" },
            { id: 259, applicant_id: 85, product: "debt_consolidation", channel: "broker", requested_amount: "27282", term_months: "48", submitted_at: new Date("2024-07-14T07:36:41Z"), bureau_score: 487, dti_ratio: "0.48", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-07-20T11:52:53Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 262, applicant_id: 44, product: "credit_card", channel: "broker", requested_amount: "45141", term_months: null, submitted_at: new Date("2024-05-22T16:15:32Z"), bureau_score: 484, dti_ratio: "0.40", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-05-24T05:40:56Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 267, applicant_id: 101, product: "credit_card", channel: "online", requested_amount: "23083", term_months: null, submitted_at: new Date("2024-07-05T16:58:48Z"), bureau_score: 524, dti_ratio: "0.32", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-07-07T11:30:20Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 268, applicant_id: 107, product: "credit_card", channel: "online", requested_amount: "22270", term_months: null, submitted_at: new Date("2024-05-01T14:59:15Z"), bureau_score: 458, dti_ratio: "0.46", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-05-10T15:31:23Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 271, applicant_id: 211, product: "personal_loan", channel: "broker", requested_amount: "1145", term_months: "48", submitted_at: new Date("2024-10-18T21:40:09Z"), bureau_score: 694, dti_ratio: "0.19", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-10-21T21:51:27Z"), approved_amount: "516", interest_rate_pct: "10.89", defaulted_12m: "no" },
            { id: 272, applicant_id: 188, product: "auto_loan", channel: "online", requested_amount: "14546", term_months: "36", submitted_at: new Date("2024-04-23T15:06:36Z"), bureau_score: 547, dti_ratio: "0.38", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-04-27T18:09:49Z"), approved_amount: "2072", interest_rate_pct: "6.33", defaulted_12m: "no" },
            { id: 273, applicant_id: 129, product: "credit_card", channel: "broker", requested_amount: "40016", term_months: null, submitted_at: new Date("2024-01-27T21:53:01Z"), bureau_score: 635, dti_ratio: "0.21", open_credit_lines: 4, decision: "declined", decided_at: new Date("2024-02-03T20:43:46Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 274, applicant_id: 233, product: "credit_card", channel: "broker", requested_amount: "19749", term_months: null, submitted_at: new Date("2024-12-11T16:21:35Z"), bureau_score: 620, dti_ratio: "0.24", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-12-13T14:11:49Z"), approved_amount: "10557", interest_rate_pct: "27.65", defaulted_12m: "no" },
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            { id: 278, applicant_id: 214, product: "credit_card", channel: "online", requested_amount: "14212", term_months: null, submitted_at: new Date("2024-06-27T12:02:15Z"), bureau_score: 705, dti_ratio: "0.55", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-06-29T15:55:01Z"), approved_amount: "10350", interest_rate_pct: "17.93", defaulted_12m: "no" },
            { id: 279, applicant_id: 164, product: "auto_loan", channel: "online", requested_amount: "24291", term_months: "60", submitted_at: new Date("2024-07-11T07:18:38Z"), bureau_score: 587, dti_ratio: "0.31", open_credit_lines: 0, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 280, applicant_id: 216, product: "auto_loan", channel: "mobile_app", requested_amount: "1143", term_months: "48", submitted_at: new Date("2024-01-28T07:22:28Z"), bureau_score: 336, dti_ratio: "0.34", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-02-01T15:11:03Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 282, applicant_id: 175, product: "credit_card", channel: "online", requested_amount: "47410", term_months: null, submitted_at: new Date("2024-08-27T09:40:49Z"), bureau_score: 393, dti_ratio: "0.32", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-09-03T02:58:02Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 283, applicant_id: 184, product: "auto_loan", channel: "mobile_app", requested_amount: "28104", term_months: "36", submitted_at: new Date("2024-03-19T13:29:26Z"), bureau_score: 551, dti_ratio: "0.32", open_credit_lines: 4, decision: "withdrawn", decided_at: new Date("2024-03-20T22:32:54Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 285, applicant_id: 222, product: "personal_loan", channel: "mobile_app", requested_amount: "8216", term_months: "36", submitted_at: new Date("2024-04-22T22:36:28Z"), bureau_score: 555, dti_ratio: "0.52", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-04-27T13:40:42Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 288, applicant_id: 83, product: "personal_loan", channel: "online", requested_amount: "3534", term_months: "60", submitted_at: new Date("2024-09-11T17:04:16Z"), bureau_score: 538, dti_ratio: "0.58", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-09-16T08:20:45Z"), approved_amount: "620", interest_rate_pct: "10.74", defaulted_12m: "no" },
            { id: 289, applicant_id: 229, product: "personal_loan", channel: "online", requested_amount: "1237", term_months: "12", submitted_at: new Date("2024-05-30T19:03:14Z"), bureau_score: 601, dti_ratio: "0.33", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-06-09T17:38:13Z"), approved_amount: "515", interest_rate_pct: "14.03", defaulted_12m: "no" },
            { id: 290, applicant_id: 7, product: "credit_card", channel: "online", requested_amount: "3829", term_months: null, submitted_at: new Date("2024-07-15T12:55:42Z"), bureau_score: 572, dti_ratio: "0.27", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-07-22T14:21:18Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 291, applicant_id: 130, product: "auto_loan", channel: "mobile_app", requested_amount: "3626", term_months: "24", submitted_at: new Date("2024-06-14T18:18:21Z"), bureau_score: 605, dti_ratio: "0.17", open_credit_lines: 6, decision: "declined", decided_at: new Date("2024-06-18T00:32:48Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 292, applicant_id: 24, product: "debt_consolidation", channel: "online", requested_amount: "1813", term_months: "60", submitted_at: new Date("2024-04-08T05:44:56Z"), bureau_score: 557, dti_ratio: "0.30", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-04-17T09:29:10Z"), approved_amount: "541", interest_rate_pct: "14.34", defaulted_12m: "no" },
            { id: 293, applicant_id: 182, product: "debt_consolidation", channel: "broker", requested_amount: "11516", term_months: "48", submitted_at: new Date("2024-10-04T10:58:03Z"), bureau_score: 524, dti_ratio: "0.28", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-10-05T12:32:25Z"), approved_amount: "3336", interest_rate_pct: "13.90", defaulted_12m: "no" },
            { id: 294, applicant_id: 39, product: "personal_loan", channel: "mobile_app", requested_amount: "17212", term_months: "12", submitted_at: new Date("2024-05-17T19:13:17Z"), bureau_score: 613, dti_ratio: "0.30", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-05-19T01:33:35Z"), approved_amount: "736", interest_rate_pct: "29.50", defaulted_12m: "no" },
            { id: 295, applicant_id: 102, product: "personal_loan", channel: "broker", requested_amount: "1572", term_months: "60", submitted_at: new Date("2024-01-06T14:51:58Z"), bureau_score: 526, dti_ratio: "0.58", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-13T17:21:39Z"), approved_amount: "1050", interest_rate_pct: "8.19", defaulted_12m: "no" },
            { id: 296, applicant_id: 91, product: "personal_loan", channel: "online", requested_amount: "9001", term_months: "36", submitted_at: new Date("2024-06-12T15:59:19Z"), bureau_score: 518, dti_ratio: "0.21", open_credit_lines: 4, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 297, applicant_id: 158, product: "credit_card", channel: "branch", requested_amount: "1567", term_months: null, submitted_at: new Date("2024-02-12T17:08:43Z"), bureau_score: 603, dti_ratio: "0.14", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-02-21T03:39:06Z"), approved_amount: "1313", interest_rate_pct: "12.81", defaulted_12m: "no" },
            { id: 298, applicant_id: 99, product: "personal_loan", channel: "mobile_app", requested_amount: "18401", term_months: "48", submitted_at: new Date("2024-08-14T11:58:56Z"), bureau_score: 512, dti_ratio: "0.46", open_credit_lines: 11, decision: "declined", decided_at: new Date("2024-08-22T07:20:42Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
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            { id: 300, applicant_id: 165, product: "auto_loan", channel: "mobile_app", requested_amount: "2659", term_months: "60", submitted_at: new Date("2024-03-26T03:06:15Z"), bureau_score: 612, dti_ratio: "0.41", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-04-01T16:02:09Z"), approved_amount: "1765", interest_rate_pct: "17.62", defaulted_12m: "no" },
            { id: 301, applicant_id: 218, product: "personal_loan", channel: "broker", requested_amount: "13602", term_months: "36", submitted_at: new Date("2024-10-28T20:51:06Z"), bureau_score: 585, dti_ratio: "0.43", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-11-04T08:33:41Z"), approved_amount: "1715", interest_rate_pct: "19.87", defaulted_12m: "no" },
            { id: 302, applicant_id: 99, product: "auto_loan", channel: "branch", requested_amount: "12820", term_months: "36", submitted_at: new Date("2024-07-14T10:14:44Z"), bureau_score: 469, dti_ratio: "0.34", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-07-16T07:05:16Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 303, applicant_id: 55, product: "auto_loan", channel: "broker", requested_amount: "6302", term_months: "24", submitted_at: new Date("2024-04-27T17:19:10Z"), bureau_score: 673, dti_ratio: "0.30", open_credit_lines: 2, decision: "declined", decided_at: new Date("2024-05-06T16:02:00Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 304, applicant_id: 234, product: "credit_card", channel: "online", requested_amount: "1009", term_months: null, submitted_at: new Date("2024-10-30T15:21:21Z"), bureau_score: 552, dti_ratio: "0.45", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-11-06T10:50:06Z"), approved_amount: "525", interest_rate_pct: "27.44", defaulted_12m: "no" },
            { id: 305, applicant_id: 78, product: "personal_loan", channel: "online", requested_amount: "34737", term_months: "36", submitted_at: new Date("2024-08-29T14:59:34Z"), bureau_score: 540, dti_ratio: "0.21", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-09-01T20:04:30Z"), approved_amount: "566", interest_rate_pct: "7.70", defaulted_12m: "no" },
            { id: 306, applicant_id: 167, product: "personal_loan", channel: "branch", requested_amount: "12177", term_months: "36", submitted_at: new Date("2024-01-03T10:26:32Z"), bureau_score: 566, dti_ratio: "0.55", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-01-06T03:53:43Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 307, applicant_id: 206, product: "personal_loan", channel: "mobile_app", requested_amount: "15367", term_months: "48", submitted_at: new Date("2024-11-04T14:14:03Z"), bureau_score: 684, dti_ratio: "0.37", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-11-08T19:41:36Z"), approved_amount: "1087", interest_rate_pct: "20.01", defaulted_12m: "yes" },
            { id: 308, applicant_id: 134, product: "credit_card", channel: "broker", requested_amount: "44252", term_months: null, submitted_at: new Date("2024-02-02T23:53:48Z"), bureau_score: 545, dti_ratio: "0.36", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-02-03T19:55:29Z"), approved_amount: "509", interest_rate_pct: "6.18", defaulted_12m: "no" },
            { id: 309, applicant_id: 60, product: "debt_consolidation", channel: "branch", requested_amount: "6063", term_months: "36", submitted_at: new Date("2024-03-24T21:50:05Z"), bureau_score: 501, dti_ratio: "0.32", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-03-26T23:57:23Z"), approved_amount: "810", interest_rate_pct: "22.75", defaulted_12m: "no" },
            { id: 310, applicant_id: 130, product: "personal_loan", channel: "mobile_app", requested_amount: "11201", term_months: "48", submitted_at: new Date("2024-10-15T19:29:33Z"), bureau_score: 572, dti_ratio: "0.51", open_credit_lines: 5, decision: "withdrawn", decided_at: new Date("2024-10-18T11:56:29Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 311, applicant_id: 47, product: "auto_loan", channel: "branch", requested_amount: "15167", term_months: "36", submitted_at: new Date("2024-08-10T16:51:03Z"), bureau_score: 689, dti_ratio: "0.24", open_credit_lines: 3, decision: "declined", decided_at: new Date("2024-08-20T11:05:54Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 312, applicant_id: 182, product: "auto_loan", channel: "mobile_app", requested_amount: "8747", term_months: "48", submitted_at: new Date("2024-08-23T00:52:32Z"), bureau_score: 514, dti_ratio: "0.42", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-08-25T00:59:04Z"), approved_amount: "752", interest_rate_pct: "23.66", defaulted_12m: "no" },
            { id: 313, applicant_id: 232, product: "credit_card", channel: "mobile_app", requested_amount: "46549", term_months: null, submitted_at: new Date("2024-10-03T04:16:51Z"), bureau_score: 537, dti_ratio: "0.22", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-10-10T16:20:33Z"), approved_amount: "1923", interest_rate_pct: "21.36", defaulted_12m: "no" },
            { id: 314, applicant_id: 170, product: "credit_card", channel: "mobile_app", requested_amount: "25490", term_months: null, submitted_at: new Date("2024-04-13T11:15:19Z"), bureau_score: 558, dti_ratio: "0.21", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-04-20T08:01:14Z"), approved_amount: "5958", interest_rate_pct: "26.97", defaulted_12m: "no" },
            { id: 315, applicant_id: 190, product: "personal_loan", channel: "branch", requested_amount: "8647", term_months: "36", submitted_at: new Date("2024-07-07T17:24:14Z"), bureau_score: 591, dti_ratio: "0.47", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-07-14T18:10:35Z"), approved_amount: "2811", interest_rate_pct: "17.55", defaulted_12m: "no" },
            { id: 316, applicant_id: 162, product: "debt_consolidation", channel: "mobile_app", requested_amount: "49292", term_months: "60", submitted_at: new Date("2024-04-14T13:46:21Z"), bureau_score: 457, dti_ratio: "0.37", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-04-16T13:22:33Z"), approved_amount: "15152", interest_rate_pct: "5.94", defaulted_12m: "no" },
            { id: 317, applicant_id: 37, product: "credit_card", channel: "mobile_app", requested_amount: "4148", term_months: null, submitted_at: new Date("2024-06-02T11:06:12Z"), bureau_score: 582, dti_ratio: "0.40", open_credit_lines: 8, decision: "declined", decided_at: new Date("2024-06-10T15:29:49Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 318, applicant_id: 117, product: "debt_consolidation", channel: "online", requested_amount: "1203", term_months: "36", submitted_at: new Date("2024-01-13T09:50:47Z"), bureau_score: 459, dti_ratio: "0.59", open_credit_lines: 7, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 319, applicant_id: 123, product: "personal_loan", channel: "online", requested_amount: "23284", term_months: "24", submitted_at: new Date("2024-09-21T13:26:43Z"), bureau_score: 556, dti_ratio: "0.59", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-09-22T15:22:34Z"), approved_amount: "686", interest_rate_pct: "6.43", defaulted_12m: "no" },
            { id: 320, applicant_id: 30, product: "personal_loan", channel: "branch", requested_amount: "1052", term_months: "36", submitted_at: new Date("2024-05-11T19:28:17Z"), bureau_score: 660, dti_ratio: "0.48", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-05-13T06:52:45Z"), approved_amount: "500", interest_rate_pct: "24.21", defaulted_12m: "no" },
            { id: 321, applicant_id: 124, product: "credit_card", channel: "online", requested_amount: "4210", term_months: null, submitted_at: new Date("2024-07-18T01:56:26Z"), bureau_score: 540, dti_ratio: "0.52", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-07-25T02:41:02Z"), approved_amount: "3248", interest_rate_pct: "29.26", defaulted_12m: "no" },
            { id: 322, applicant_id: 111, product: "credit_card", channel: "branch", requested_amount: "41607", term_months: null, submitted_at: new Date("2024-08-05T11:07:29Z"), bureau_score: 464, dti_ratio: "0.27", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-08-12T01:25:29Z"), approved_amount: "2722", interest_rate_pct: "25.08", defaulted_12m: "no" },
            { id: 323, applicant_id: 139, product: "personal_loan", channel: "broker", requested_amount: "5526", term_months: "36", submitted_at: new Date("2024-06-25T10:48:34Z"), bureau_score: 482, dti_ratio: "0.48", open_credit_lines: 2, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 324, applicant_id: 56, product: "credit_card", channel: "online", requested_amount: "10546", term_months: null, submitted_at: new Date("2024-12-08T22:01:26Z"), bureau_score: 467, dti_ratio: "0.54", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-12-13T22:43:51Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 325, applicant_id: 215, product: "debt_consolidation", channel: "branch", requested_amount: "1045", term_months: "24", submitted_at: new Date("2024-03-07T07:51:44Z"), bureau_score: 569, dti_ratio: "0.45", open_credit_lines: 0, decision: "approved", decided_at: new Date("2024-03-13T06:14:43Z"), approved_amount: "995", interest_rate_pct: "12.64", defaulted_12m: "no" },
            { id: 326, applicant_id: 22, product: "credit_card", channel: "mobile_app", requested_amount: "12262", term_months: null, submitted_at: new Date("2024-01-26T04:00:31Z"), bureau_score: 651, dti_ratio: "0.63", open_credit_lines: 1, decision: "referred", decided_at: null, approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 327, applicant_id: 151, product: "personal_loan", channel: "branch", requested_amount: "29783", term_months: "24", submitted_at: new Date("2024-09-23T10:13:56Z"), bureau_score: 623, dti_ratio: "0.37", open_credit_lines: 10, decision: "approved", decided_at: new Date("2024-09-30T09:15:33Z"), approved_amount: "3105", interest_rate_pct: "19.20", defaulted_12m: "no" },
            { id: 328, applicant_id: 88, product: "credit_card", channel: "online", requested_amount: "27966", term_months: null, submitted_at: new Date("2024-06-16T13:28:34Z"), bureau_score: 680, dti_ratio: "0.32", open_credit_lines: 7, decision: "approved", decided_at: new Date("2024-06-21T03:50:22Z"), approved_amount: "2794", interest_rate_pct: "13.88", defaulted_12m: "no" },
            { id: 329, applicant_id: 26, product: "auto_loan", channel: "online", requested_amount: "28434", term_months: "24", submitted_at: new Date("2024-07-26T17:03:14Z"), bureau_score: 504, dti_ratio: "0.54", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-08-03T18:09:33Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 330, applicant_id: 142, product: "auto_loan", channel: "mobile_app", requested_amount: "32022", term_months: "48", submitted_at: new Date("2024-11-16T16:52:01Z"), bureau_score: 637, dti_ratio: "0.44", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-11-23T11:41:24Z"), approved_amount: "6778", interest_rate_pct: "12.39", defaulted_12m: "no" },
            { id: 331, applicant_id: 92, product: "auto_loan", channel: "mobile_app", requested_amount: "4170", term_months: "12", submitted_at: new Date("2024-02-15T11:27:57Z"), bureau_score: 452, dti_ratio: "0.23", open_credit_lines: 1, decision: "declined", decided_at: new Date("2024-02-19T05:31:20Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 332, applicant_id: 40, product: "credit_card", channel: "online", requested_amount: "47348", term_months: null, submitted_at: new Date("2024-07-01T15:45:42Z"), bureau_score: 567, dti_ratio: "0.35", open_credit_lines: 6, decision: "approved", decided_at: new Date("2024-07-02T23:50:47Z"), approved_amount: "33954", interest_rate_pct: "25.70", defaulted_12m: "no" },
            { id: 333, applicant_id: 31, product: "auto_loan", channel: "branch", requested_amount: "6405", term_months: "48", submitted_at: new Date("2024-08-09T23:19:19Z"), bureau_score: 591, dti_ratio: "0.50", open_credit_lines: 7, decision: "declined", decided_at: new Date("2024-08-10T00:20:28Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 334, applicant_id: 236, product: "debt_consolidation", channel: "mobile_app", requested_amount: "8567", term_months: "60", submitted_at: new Date("2024-02-28T14:31:15Z"), bureau_score: 606, dti_ratio: "0.52", open_credit_lines: 11, decision: "approved", decided_at: new Date("2024-03-03T17:38:11Z"), approved_amount: "501", interest_rate_pct: "23.17", defaulted_12m: "no" },
            { id: 335, applicant_id: 93, product: "debt_consolidation", channel: "online", requested_amount: "1332", term_months: "24", submitted_at: new Date("2024-04-01T12:37:57Z"), bureau_score: 675, dti_ratio: "0.26", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-04-08T07:30:37Z"), approved_amount: "577", interest_rate_pct: "9.89", defaulted_12m: "no" },
            { id: 336, applicant_id: 48, product: "credit_card", channel: "branch", requested_amount: "13837", term_months: null, submitted_at: new Date("2024-01-05T12:44:41Z"), bureau_score: 673, dti_ratio: "0.20", open_credit_lines: 0, decision: "declined", decided_at: new Date("2024-01-10T05:39:59Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 337, applicant_id: 38, product: "personal_loan", channel: "online", requested_amount: "1625", term_months: "48", submitted_at: new Date("2024-08-02T21:03:04Z"), bureau_score: 505, dti_ratio: "0.36", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-08-11T23:21:45Z"), approved_amount: "1088", interest_rate_pct: "8.01", defaulted_12m: "no" },
            { id: 338, applicant_id: 239, product: "debt_consolidation", channel: "branch", requested_amount: "8650", term_months: "36", submitted_at: new Date("2024-09-29T09:53:19Z"), bureau_score: 543, dti_ratio: "0.47", open_credit_lines: 7, decision: "withdrawn", decided_at: new Date("2024-10-07T11:35:57Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 339, applicant_id: 2, product: "personal_loan", channel: "mobile_app", requested_amount: "29024", term_months: "36", submitted_at: new Date("2024-12-27T11:28:20Z"), bureau_score: 594, dti_ratio: "0.17", open_credit_lines: 0, decision: "approved", decided_at: new Date("2025-01-05T22:13:03Z"), approved_amount: "1182", interest_rate_pct: "13.12", defaulted_12m: "no" },
            { id: 340, applicant_id: 20, product: "debt_consolidation", channel: "mobile_app", requested_amount: "7515", term_months: "60", submitted_at: new Date("2024-08-22T12:06:43Z"), bureau_score: 521, dti_ratio: "0.33", open_credit_lines: 4, decision: "approved", decided_at: new Date("2024-08-31T01:27:10Z"), approved_amount: "2204", interest_rate_pct: "28.81", defaulted_12m: "no" },
            { id: 341, applicant_id: 202, product: "personal_loan", channel: "online", requested_amount: "22816", term_months: "36", submitted_at: new Date("2024-06-29T16:00:58Z"), bureau_score: 583, dti_ratio: "0.40", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-07-05T02:57:21Z"), approved_amount: "21511", interest_rate_pct: "25.11", defaulted_12m: "no" },
            { id: 342, applicant_id: 90, product: "personal_loan", channel: "online", requested_amount: "46227", term_months: "60", submitted_at: new Date("2024-01-11T10:21:18Z"), bureau_score: 554, dti_ratio: "0.47", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-01-21T01:43:43Z"), approved_amount: "2183", interest_rate_pct: "16.97", defaulted_12m: "no" },
            { id: 343, applicant_id: 105, product: "debt_consolidation", channel: "branch", requested_amount: "9948", term_months: "24", submitted_at: new Date("2024-10-12T19:12:16Z"), bureau_score: 617, dti_ratio: "0.22", open_credit_lines: 5, decision: "approved", decided_at: new Date("2024-10-21T05:38:06Z"), approved_amount: "9766", interest_rate_pct: "11.00", defaulted_12m: "no" },
            { id: 344, applicant_id: 170, product: "credit_card", channel: "online", requested_amount: "1464", term_months: null, submitted_at: new Date("2024-08-02T19:31:27Z"), bureau_score: 655, dti_ratio: "0.59", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-08-12T12:40:31Z"), approved_amount: "1085", interest_rate_pct: "25.41", defaulted_12m: "no" },
            { id: 345, applicant_id: 14, product: "credit_card", channel: "mobile_app", requested_amount: "12598", term_months: null, submitted_at: new Date("2024-11-18T22:31:16Z"), bureau_score: 490, dti_ratio: "0.28", open_credit_lines: 3, decision: "withdrawn", decided_at: new Date("2024-11-19T20:17:18Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 346, applicant_id: 145, product: "auto_loan", channel: "branch", requested_amount: "2352", term_months: "24", submitted_at: new Date("2024-11-19T15:42:05Z"), bureau_score: 546, dti_ratio: "0.34", open_credit_lines: 3, decision: "approved", decided_at: new Date("2024-11-28T02:52:11Z"), approved_amount: "502", interest_rate_pct: "22.15", defaulted_12m: "no" },
            { id: 347, applicant_id: 172, product: "personal_loan", channel: "broker", requested_amount: "11742", term_months: "60", submitted_at: new Date("2024-11-18T18:05:52Z"), bureau_score: 627, dti_ratio: "0.53", open_credit_lines: 1, decision: "withdrawn", decided_at: new Date("2024-11-20T07:57:03Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 348, applicant_id: 64, product: "credit_card", channel: "broker", requested_amount: "1846", term_months: null, submitted_at: new Date("2024-11-02T15:33:40Z"), bureau_score: 652, dti_ratio: "0.33", open_credit_lines: 12, decision: "declined", decided_at: new Date("2024-11-04T19:10:52Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 349, applicant_id: 87, product: "personal_loan", channel: "online", requested_amount: "11184", term_months: "60", submitted_at: new Date("2024-06-03T16:34:09Z"), bureau_score: 532, dti_ratio: "0.23", open_credit_lines: 3, decision: "withdrawn", decided_at: new Date("2024-06-11T11:08:47Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 350, applicant_id: 28, product: "credit_card", channel: "online", requested_amount: "2146", term_months: null, submitted_at: new Date("2024-01-24T07:48:06Z"), bureau_score: 630, dti_ratio: "0.48", open_credit_lines: 5, decision: "declined", decided_at: new Date("2024-01-25T15:55:00Z"), approved_amount: null, interest_rate_pct: null, defaulted_12m: null },
            { id: 351, applicant_id: 1, product: "auto_loan", channel: "online", requested_amount: "1236", term_months: "12", submitted_at: new Date("2024-06-22T10:30:46Z"), bureau_score: 660, dti_ratio: "0.26", open_credit_lines: 1, decision: "approved", decided_at: new Date("2024-06-22T20:49:40Z"), approved_amount: "1058", interest_rate_pct: "28.24", defaulted_12m: "no" },
            { id: 352, applicant_id: 84, product: "credit_card", channel: "online", requested_amount: "1650", term_months: null, submitted_at: new Date("2024-07-19T13:09:58Z"), bureau_score: 579, dti_ratio: "0.45", open_credit_lines: 2, decision: "approved", decided_at: new Date("2024-07-19T16:38:27Z"), approved_amount: "1076", interest_rate_pct: "10.26", defaulted_12m: "no" },
            { id: 353, applicant_id: 76, product: "auto_loan", channel: "broker", requested_amount: "15407", term_months: "36", submitted_at: new Date("2024-06-10T11:19:06Z"), bureau_score: 498, dti_ratio: "0.48", open_credit_lines: 9, decision: "approved", decided_at: new Date("2024-06-13T09:47:58Z"), approved_amount: "2299", interest_rate_pct: "18.86", defaulted_12m: "no" },
        ],
    });
    await prisma.underwriting_checks.createMany({
        data: [
            { id: 1, application_id: 248, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-04-08T20:14:31Z") },
            { id: 2, application_id: 70, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-15T16:59:37Z") },
            { id: 3, application_id: 128, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-04-24T23:25:23Z") },
            { id: 4, application_id: 337, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-02T21:37:07Z") },
            { id: 5, application_id: 207, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-17T13:54:24Z") },
            { id: 6, application_id: 109, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-08-07T17:19:19Z") },
            { id: 7, application_id: 167, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-19T22:14:56Z") },
            { id: 8, application_id: 196, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-01-08T16:31:49Z") },
            { id: 9, application_id: 9, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-17T09:38:51Z") },
            { id: 10, application_id: 318, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-13T10:58:47Z") },
            { id: 11, application_id: 345, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-18T23:28:54Z") },
            { id: 12, application_id: 44, check_type: "identity", result: "fail", performed_by: "automated", checked_at: new Date("2024-05-22T14:00:57Z") },
            { id: 13, application_id: 63, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-29T23:43:48Z") },
            { id: 14, application_id: 247, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-18T20:32:18Z") },
            { id: 15, application_id: 122, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-20T02:25:55Z") },
            { id: 16, application_id: 169, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-29T13:27:39Z") },
            { id: 17, application_id: 146, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-11T19:22:05Z") },
            { id: 18, application_id: 179, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-20T18:00:42Z") },
            { id: 19, application_id: 251, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-08T01:11:02Z") },
            { id: 20, application_id: 150, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-29T13:01:44Z") },
            { id: 21, application_id: 77, check_type: "identity", result: "fail", performed_by: "automated", checked_at: new Date("2024-03-24T11:59:14Z") },
            { id: 22, application_id: 125, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-11T17:36:16Z") },
            { id: 23, application_id: 226, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-07T19:49:06Z") },
            { id: 24, application_id: 277, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-30T02:04:49Z") },
            { id: 25, application_id: 114, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-20T19:31:04Z") },
            { id: 26, application_id: 81, check_type: "identity", result: "fail", performed_by: "automated", checked_at: new Date("2024-02-19T18:07:18Z") },
            { id: 27, application_id: 17, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-13T19:17:37Z") },
            { id: 28, application_id: 237, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-08-11T20:15:07Z") },
            { id: 29, application_id: 239, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-05T13:23:23Z") },
            { id: 30, application_id: 160, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-20T19:41:57Z") },
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            { id: 39, application_id: 163, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-23T23:27:23Z") },
            { id: 40, application_id: 72, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-02-24T19:44:34Z") },
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            { id: 48, application_id: 120, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-29T14:02:20Z") },
            { id: 49, application_id: 107, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-28T22:31:25Z") },
            { id: 50, application_id: 145, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-14T11:42:25Z") },
            { id: 51, application_id: 45, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-19T20:55:57Z") },
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            { id: 55, application_id: 6, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-03-13T14:55:03Z") },
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            { id: 58, application_id: 280, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-01-28T08:32:48Z") },
            { id: 59, application_id: 197, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-04T16:07:16Z") },
            { id: 60, application_id: 259, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-14T09:18:05Z") },
            { id: 61, application_id: 76, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-21T12:07:31Z") },
            { id: 62, application_id: 55, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-06-01T22:33:38Z") },
            { id: 63, application_id: 37, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-06-24T06:02:43Z") },
            { id: 64, application_id: 186, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-06T12:33:16Z") },
            { id: 65, application_id: 261, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-30T14:22:01Z") },
            { id: 66, application_id: 151, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-05T14:57:35Z") },
            { id: 67, application_id: 255, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-12T20:35:12Z") },
            { id: 68, application_id: 276, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-11T17:53:57Z") },
            { id: 69, application_id: 85, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-10T20:34:04Z") },
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            { id: 71, application_id: 198, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-05-14T00:49:55Z") },
            { id: 72, application_id: 42, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-12-21T09:20:39Z") },
            { id: 73, application_id: 26, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-12-21T15:50:58Z") },
            { id: 74, application_id: 256, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-12-29T15:39:13Z") },
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            { id: 76, application_id: 223, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-23T22:19:22Z") },
            { id: 77, application_id: 41, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-04-09T19:42:57Z") },
            { id: 78, application_id: 265, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-29T21:21:42Z") },
            { id: 79, application_id: 213, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-19T17:52:15Z") },
            { id: 80, application_id: 216, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-02T21:09:37Z") },
            { id: 81, application_id: 150, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-29T15:08:38Z") },
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            { id: 83, application_id: 262, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-22T16:21:54Z") },
            { id: 84, application_id: 288, check_type: "identity", result: "fail", performed_by: "underwriter", checked_at: new Date("2024-09-11T18:13:10Z") },
            { id: 85, application_id: 250, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-03-23T22:57:19Z") },
            { id: 86, application_id: 232, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-15T20:28:00Z") },
            { id: 87, application_id: 26, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-21T16:54:28Z") },
            { id: 88, application_id: 152, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-11-24T12:20:08Z") },
            { id: 89, application_id: 342, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-11T12:12:49Z") },
            { id: 90, application_id: 244, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-08T19:16:10Z") },
            { id: 91, application_id: 151, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-10-05T16:36:59Z") },
            { id: 92, application_id: 124, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-14T21:08:11Z") },
            { id: 93, application_id: 36, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-10T22:07:14Z") },
            { id: 94, application_id: 179, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-20T19:00:17Z") },
            { id: 95, application_id: 43, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-04-10T12:09:29Z") },
            { id: 96, application_id: 68, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-10T20:37:10Z") },
            { id: 97, application_id: 250, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-03-23T23:50:18Z") },
            { id: 98, application_id: 248, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-04-08T22:19:25Z") },
            { id: 99, application_id: 204, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-04-03T15:21:55Z") },
            { id: 100, application_id: 102, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-13T10:50:05Z") },
            { id: 101, application_id: 86, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-17T16:20:52Z") },
            { id: 102, application_id: 193, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-25T23:16:31Z") },
            { id: 103, application_id: 153, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-06-17T20:55:52Z") },
            { id: 104, application_id: 189, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-05T07:34:57Z") },
            { id: 105, application_id: 309, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-24T22:20:50Z") },
            { id: 106, application_id: 26, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-21T17:23:28Z") },
            { id: 107, application_id: 240, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-08-06T19:02:58Z") },
            { id: 108, application_id: 119, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-23T07:11:10Z") },
            { id: 109, application_id: 346, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-19T17:14:36Z") },
            { id: 110, application_id: 349, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-03T17:45:17Z") },
            { id: 111, application_id: 62, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-07-30T18:39:34Z") },
            { id: 112, application_id: 68, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-10T22:31:16Z") },
            { id: 113, application_id: 190, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-08T10:16:58Z") },
            { id: 114, application_id: 308, check_type: "identity", result: "fail", performed_by: "automated", checked_at: new Date("2024-02-03T00:36:55Z") },
            { id: 115, application_id: 209, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-02-21T23:33:57Z") },
            { id: 116, application_id: 1, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-07T08:13:52Z") },
            { id: 117, application_id: 165, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-04-18T22:30:27Z") },
            { id: 118, application_id: 318, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-13T12:27:59Z") },
            { id: 119, application_id: 194, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-09-22T15:59:46Z") },
            { id: 120, application_id: 317, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-02T11:34:45Z") },
            { id: 121, application_id: 348, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-11-02T16:39:15Z") },
            { id: 122, application_id: 262, check_type: "fraud_screen", result: "fail", performed_by: "automated", checked_at: new Date("2024-05-22T18:04:36Z") },
            { id: 123, application_id: 93, check_type: "identity", result: "fail", performed_by: "automated", checked_at: new Date("2024-12-16T14:23:43Z") },
            { id: 124, application_id: 283, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-03-19T15:22:17Z") },
            { id: 125, application_id: 59, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-22T21:45:17Z") },
            { id: 126, application_id: 290, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-07-15T14:55:40Z") },
            { id: 127, application_id: 307, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-04T14:58:52Z") },
            { id: 128, application_id: 79, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-10T01:26:29Z") },
            { id: 129, application_id: 156, check_type: "fraud_screen", result: "fail", performed_by: "automated", checked_at: new Date("2024-02-15T22:38:14Z") },
            { id: 130, application_id: 69, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-10T19:27:19Z") },
            { id: 131, application_id: 47, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-11-13T18:18:21Z") },
            { id: 132, application_id: 58, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-03T21:44:10Z") },
            { id: 133, application_id: 147, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-26T12:21:00Z") },
            { id: 134, application_id: 1, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-02-07T08:41:58Z") },
            { id: 135, application_id: 232, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-15T22:33:26Z") },
            { id: 136, application_id: 58, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-03T23:11:29Z") },
            { id: 137, application_id: 272, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-04-23T16:16:11Z") },
            { id: 138, application_id: 190, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-08T11:30:46Z") },
            { id: 139, application_id: 166, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-10T13:21:51Z") },
            { id: 140, application_id: 166, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-10T14:23:12Z") },
            { id: 141, application_id: 322, check_type: "identity", result: "fail", performed_by: "automated", checked_at: new Date("2024-08-05T12:15:45Z") },
            { id: 142, application_id: 65, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-10-24T12:38:57Z") },
            { id: 143, application_id: 196, check_type: "fraud_screen", result: "fail", performed_by: "automated", checked_at: new Date("2024-01-08T18:02:13Z") },
            { id: 144, application_id: 264, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-03-18T00:20:26Z") },
            { id: 145, application_id: 348, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-02T17:27:49Z") },
            { id: 146, application_id: 110, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-23T14:29:03Z") },
            { id: 147, application_id: 196, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-08T19:27:17Z") },
            { id: 148, application_id: 293, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-04T11:09:11Z") },
            { id: 149, application_id: 304, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-30T16:00:29Z") },
            { id: 150, application_id: 85, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-10T20:56:09Z") },
            { id: 151, application_id: 134, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-05-29T12:07:15Z") },
            { id: 152, application_id: 42, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-12-21T10:06:18Z") },
            { id: 153, application_id: 27, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-03-01T21:20:42Z") },
            { id: 154, application_id: 80, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-01-12T21:25:01Z") },
            { id: 155, application_id: 4, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-02T23:47:05Z") },
            { id: 156, application_id: 189, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-02-05T09:26:09Z") },
            { id: 157, application_id: 219, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-17T22:23:28Z") },
            { id: 158, application_id: 151, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-05T17:34:37Z") },
            { id: 159, application_id: 120, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-12-29T14:20:43Z") },
            { id: 160, application_id: 197, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-04T18:09:39Z") },
            { id: 161, application_id: 196, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-08T21:19:28Z") },
            { id: 162, application_id: 74, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-17T13:59:49Z") },
            { id: 163, application_id: 57, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-03-28T23:49:24Z") },
            { id: 164, application_id: 40, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-01T20:16:49Z") },
            { id: 165, application_id: 63, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-07-30T00:18:19Z") },
            { id: 166, application_id: 173, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-31T20:45:34Z") },
            { id: 167, application_id: 295, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-06T15:04:58Z") },
            { id: 168, application_id: 52, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-05-14T20:03:09Z") },
            { id: 169, application_id: 33, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-03T12:20:51Z") },
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            { id: 449, application_id: 344, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-02T20:45:31Z") },
            { id: 450, application_id: 40, check_type: "bureau_pull", result: "fail", performed_by: "automated", checked_at: new Date("2024-10-01T22:09:51Z") },
            { id: 451, application_id: 249, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-12T10:21:20Z") },
            { id: 452, application_id: 306, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-03T11:13:56Z") },
            { id: 453, application_id: 292, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-08T07:12:35Z") },
            { id: 454, application_id: 236, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-14T01:01:23Z") },
            { id: 455, application_id: 30, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-25T03:43:24Z") },
            { id: 456, application_id: 77, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-24T15:04:46Z") },
            { id: 457, application_id: 269, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-08T12:31:37Z") },
            { id: 458, application_id: 112, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-22T20:19:16Z") },
            { id: 459, application_id: 76, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-21T13:55:32Z") },
            { id: 460, application_id: 31, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-11-17T01:10:44Z") },
            { id: 461, application_id: 243, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-29T00:09:13Z") },
            { id: 462, application_id: 42, check_type: "bureau_pull", result: "refer", performed_by: "automated", checked_at: new Date("2024-12-21T10:39:24Z") },
            { id: 463, application_id: 189, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-05T09:49:42Z") },
            { id: 464, application_id: 345, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-19T00:35:56Z") },
            { id: 465, application_id: 177, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-02-18T19:32:20Z") },
            { id: 466, application_id: 174, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-05T19:59:09Z") },
            { id: 467, application_id: 11, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-03-18T20:44:00Z") },
            { id: 468, application_id: 76, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-03-21T14:18:47Z") },
            { id: 469, application_id: 245, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-24T14:23:13Z") },
            { id: 470, application_id: 66, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-07-07T18:59:30Z") },
            { id: 471, application_id: 332, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-01T19:12:35Z") },
            { id: 472, application_id: 335, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-01T13:53:51Z") },
            { id: 473, application_id: 255, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-12T22:36:46Z") },
            { id: 474, application_id: 278, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-06-27T12:29:24Z") },
            { id: 475, application_id: 151, check_type: "affordability", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-05T21:17:49Z") },
            { id: 476, application_id: 219, check_type: "income_verification", result: "refer", performed_by: "automated", checked_at: new Date("2024-02-18T02:05:26Z") },
            { id: 477, application_id: 120, check_type: "income_verification", result: "refer", performed_by: "automated", checked_at: new Date("2024-12-29T16:08:50Z") },
            { id: 478, application_id: 190, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-08T15:10:15Z") },
            { id: 479, application_id: 116, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-08-24T08:47:40Z") },
            { id: 480, application_id: 15, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-02-29T13:52:00Z") },
            { id: 481, application_id: 47, check_type: "bureau_pull", result: "refer", performed_by: "automated", checked_at: new Date("2024-11-13T21:10:57Z") },
            { id: 482, application_id: 338, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-29T11:12:10Z") },
            { id: 483, application_id: 86, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-17T19:22:08Z") },
            { id: 484, application_id: 70, check_type: "affordability", result: "refer", performed_by: "automated", checked_at: new Date("2024-06-15T21:22:07Z") },
            { id: 485, application_id: 49, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-29T19:29:30Z") },
            { id: 486, application_id: 137, check_type: "fraud_screen", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-12-10T10:32:27Z") },
            { id: 487, application_id: 256, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-29T19:51:01Z") },
            { id: 488, application_id: 208, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-08T13:41:26Z") },
            { id: 489, application_id: 139, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-04T11:23:06Z") },
            { id: 490, application_id: 145, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-14T15:01:56Z") },
            { id: 491, application_id: 68, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-11T02:06:25Z") },
            { id: 492, application_id: 350, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-24T08:35:59Z") },
            { id: 493, application_id: 244, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-08T22:41:30Z") },
            { id: 494, application_id: 186, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-06T15:19:03Z") },
            { id: 495, application_id: 61, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-06-04T03:13:45Z") },
            { id: 496, application_id: 256, check_type: "affordability", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-29T20:33:46Z") },
            { id: 497, application_id: 58, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-03T23:29:39Z") },
            { id: 498, application_id: 48, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-05T10:16:48Z") },
            { id: 499, application_id: 340, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-08-22T13:30:59Z") },
            { id: 500, application_id: 223, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-24T00:08:21Z") },
        ],
    });
    await prisma.underwriting_checks.createMany({
        data: [
            { id: 501, application_id: 178, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-24T13:43:36Z") },
            { id: 502, application_id: 121, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-22T18:21:50Z") },
            { id: 503, application_id: 9, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-17T13:23:53Z") },
            { id: 504, application_id: 351, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-06-22T11:52:48Z") },
            { id: 505, application_id: 37, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-24T07:20:31Z") },
            { id: 506, application_id: 108, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-10-24T22:35:06Z") },
            { id: 507, application_id: 328, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-16T13:44:22Z") },
            { id: 508, application_id: 304, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-30T18:23:59Z") },
            { id: 509, application_id: 69, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-10T20:03:28Z") },
            { id: 510, application_id: 10, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-03-03T19:09:49Z") },
            { id: 511, application_id: 272, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-23T18:13:32Z") },
            { id: 512, application_id: 230, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-10-03T22:59:15Z") },
            { id: 513, application_id: 318, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-13T13:20:20Z") },
            { id: 514, application_id: 137, check_type: "bureau_pull", result: "fail", performed_by: "underwriter", checked_at: new Date("2024-12-10T12:03:01Z") },
            { id: 515, application_id: 42, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-21T12:06:27Z") },
            { id: 516, application_id: 279, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-11T09:18:37Z") },
            { id: 517, application_id: 87, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-04-06T15:46:15Z") },
            { id: 518, application_id: 153, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-18T00:26:08Z") },
            { id: 519, application_id: 118, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-30T22:25:21Z") },
            { id: 520, application_id: 96, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-08T19:33:42Z") },
            { id: 521, application_id: 181, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-02T19:23:31Z") },
            { id: 522, application_id: 233, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-24T11:12:12Z") },
            { id: 523, application_id: 54, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-26T15:36:35Z") },
            { id: 524, application_id: 63, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-07-30T02:18:24Z") },
            { id: 525, application_id: 133, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-09-07T23:59:55Z") },
            { id: 526, application_id: 181, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-08-02T19:40:44Z") },
            { id: 527, application_id: 39, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-25T15:10:59Z") },
            { id: 528, application_id: 268, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-01T16:02:10Z") },
            { id: 529, application_id: 266, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-04T08:14:18Z") },
            { id: 530, application_id: 65, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-24T17:03:48Z") },
            { id: 531, application_id: 7, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-11T19:51:19Z") },
            { id: 532, application_id: 332, check_type: "bureau_pull", result: "refer", performed_by: "automated", checked_at: new Date("2024-07-01T19:38:12Z") },
            { id: 533, application_id: 212, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-01T22:05:48Z") },
            { id: 534, application_id: 208, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-10-08T14:40:58Z") },
            { id: 535, application_id: 293, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-04T12:19:24Z") },
            { id: 536, application_id: 329, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-26T17:39:22Z") },
            { id: 537, application_id: 332, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-07-01T20:11:37Z") },
            { id: 538, application_id: 206, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-22T03:03:18Z") },
            { id: 539, application_id: 272, check_type: "bureau_pull", result: "refer", performed_by: "automated", checked_at: new Date("2024-04-23T18:50:13Z") },
            { id: 540, application_id: 305, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-29T17:11:18Z") },
            { id: 541, application_id: 71, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-28T15:35:01Z") },
            { id: 542, application_id: 228, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-12T15:52:26Z") },
            { id: 543, application_id: 197, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-04T18:49:20Z") },
            { id: 544, application_id: 6, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-13T16:38:26Z") },
            { id: 545, application_id: 236, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-14T02:56:17Z") },
            { id: 546, application_id: 222, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-24T16:37:23Z") },
            { id: 547, application_id: 195, check_type: "identity", result: "refer", performed_by: "underwriter", checked_at: new Date("2024-12-26T09:54:40Z") },
            { id: 548, application_id: 115, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-09T14:54:07Z") },
            { id: 549, application_id: 55, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-02T00:15:29Z") },
            { id: 550, application_id: 31, check_type: "income_verification", result: "refer", performed_by: "automated", checked_at: new Date("2024-11-17T02:32:16Z") },
            { id: 551, application_id: 147, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-26T13:25:43Z") },
            { id: 552, application_id: 229, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-07-30T16:40:35Z") },
            { id: 553, application_id: 351, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-22T12:45:58Z") },
            { id: 554, application_id: 275, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-01T21:17:23Z") },
            { id: 555, application_id: 350, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-24T09:17:45Z") },
            { id: 556, application_id: 284, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-11-21T03:17:18Z") },
            { id: 557, application_id: 157, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-21T07:32:03Z") },
            { id: 558, application_id: 315, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-07T19:22:50Z") },
            { id: 559, application_id: 159, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-15T00:22:42Z") },
            { id: 560, application_id: 297, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-02-12T18:27:00Z") },
            { id: 561, application_id: 64, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-08-02T13:26:40Z") },
            { id: 562, application_id: 242, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-13T07:39:27Z") },
            { id: 563, application_id: 11, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-03-18T21:30:11Z") },
            { id: 564, application_id: 248, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-04-09T01:42:27Z") },
            { id: 565, application_id: 94, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-10T15:31:15Z") },
            { id: 566, application_id: 288, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-11T19:17:10Z") },
            { id: 567, application_id: 62, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-30T20:33:51Z") },
            { id: 568, application_id: 84, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-06-06T23:47:11Z") },
            { id: 569, application_id: 211, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-27T15:45:45Z") },
            { id: 570, application_id: 88, check_type: "identity", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-13T20:25:12Z") },
            { id: 571, application_id: 145, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-14T16:37:37Z") },
            { id: 572, application_id: 74, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-17T17:48:29Z") },
            { id: 573, application_id: 236, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-01-14T03:58:22Z") },
            { id: 574, application_id: 162, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-28T12:37:47Z") },
            { id: 575, application_id: 294, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-17T19:28:22Z") },
            { id: 576, application_id: 311, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-10T18:42:53Z") },
            { id: 577, application_id: 161, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-05-23T21:03:00Z") },
            { id: 578, application_id: 183, check_type: "identity", result: "fail", performed_by: "underwriter", checked_at: new Date("2024-01-12T14:39:51Z") },
            { id: 579, application_id: 341, check_type: "identity", result: "fail", performed_by: "underwriter", checked_at: new Date("2024-06-29T17:42:54Z") },
            { id: 580, application_id: 116, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-08-24T09:21:55Z") },
            { id: 581, application_id: 293, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-04T13:08:45Z") },
            { id: 582, application_id: 39, check_type: "affordability", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-25T15:30:57Z") },
            { id: 583, application_id: 216, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-04-03T00:38:44Z") },
            { id: 584, application_id: 302, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-14T10:45:37Z") },
            { id: 585, application_id: 312, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-23T03:01:46Z") },
            { id: 586, application_id: 153, check_type: "income_verification", result: "refer", performed_by: "automated", checked_at: new Date("2024-06-18T01:15:58Z") },
            { id: 587, application_id: 304, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-10-30T19:35:02Z") },
            { id: 588, application_id: 119, check_type: "affordability", result: "pass", performed_by: "automated", checked_at: new Date("2024-04-23T11:36:05Z") },
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            { id: 723, application_id: 284, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-21T04:02:13Z") },
            { id: 724, application_id: 214, check_type: "fraud_screen", result: "fail", performed_by: "automated", checked_at: new Date("2024-04-21T15:53:33Z") },
            { id: 725, application_id: 40, check_type: "affordability", result: "pass", performed_by: "automated", checked_at: new Date("2024-10-02T01:13:44Z") },
            { id: 726, application_id: 315, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-07-07T20:50:24Z") },
            { id: 727, application_id: 63, check_type: "affordability", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-07-30T03:33:14Z") },
            { id: 728, application_id: 281, check_type: "identity", result: "pass", performed_by: "automated", checked_at: new Date("2024-06-27T18:57:49Z") },
            { id: 729, application_id: 112, check_type: "bureau_pull", result: "refer", performed_by: "automated", checked_at: new Date("2024-01-22T22:08:23Z") },
            { id: 730, application_id: 231, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-11-03T23:36:42Z") },
            { id: 731, application_id: 348, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-02T19:06:36Z") },
            { id: 732, application_id: 44, check_type: "income_verification", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-05-22T18:45:53Z") },
            { id: 733, application_id: 220, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-28T22:49:59Z") },
            { id: 734, application_id: 199, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-09-13T12:38:39Z") },
            { id: 735, application_id: 202, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-09-07T23:54:12Z") },
            { id: 736, application_id: 202, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-09-08T01:17:41Z") },
            { id: 737, application_id: 278, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-06-27T14:06:45Z") },
            { id: 738, application_id: 26, check_type: "affordability", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-12-21T21:08:07Z") },
            { id: 739, application_id: 5, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-06-06T21:31:03Z") },
            { id: 740, application_id: 49, check_type: "bureau_pull", result: "pass", performed_by: "automated", checked_at: new Date("2024-11-29T23:31:23Z") },
            { id: 741, application_id: 318, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-13T14:04:06Z") },
            { id: 742, application_id: 201, check_type: "affordability", result: "pass", performed_by: "automated", checked_at: new Date("2024-08-25T19:27:41Z") },
            { id: 743, application_id: 241, check_type: "fraud_screen", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-12-11T11:31:47Z") },
            { id: 744, application_id: 318, check_type: "affordability", result: "pass", performed_by: "automated", checked_at: new Date("2024-01-13T15:06:02Z") },
            { id: 745, application_id: 140, check_type: "fraud_screen", result: "refer", performed_by: "automated", checked_at: new Date("2024-05-09T11:38:35Z") },
            { id: 746, application_id: 257, check_type: "bureau_pull", result: "pass", performed_by: "underwriter", checked_at: new Date("2024-11-17T18:37:28Z") },
            { id: 747, application_id: 137, check_type: "income_verification", result: "refer", performed_by: "automated", checked_at: new Date("2024-12-10T12:22:14Z") },
            { id: 748, application_id: 97, check_type: "identity", result: "refer", performed_by: "automated", checked_at: new Date("2024-04-01T21:25:47Z") },
            { id: 749, application_id: 42, check_type: "affordability", result: "pass", performed_by: "automated", checked_at: new Date("2024-12-21T12:44:34Z") },
            { id: 750, application_id: 234, check_type: "fraud_screen", result: "pass", performed_by: "automated", checked_at: new Date("2024-03-23T20:32:23Z") },
            { id: 751, application_id: 125, check_type: "income_verification", result: "pass", performed_by: "automated", checked_at: new Date("2024-02-11T21:04:29Z") },
        ],
    });
}

main()
    .then(() => prisma.$disconnect())
    .catch(async error => {
        console.error(error);
        await prisma.$disconnect();
        process.exit(1);
    });