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feat(data): expand to 31 macro variables with full fallback

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Added 10 new variables:
- FACILITY_INVEST (설비투자지수)
- RETAIL_SALES (소매판매액지수)
- CURRENT_ACCOUNT (경상수지)
- EMPLOYED (취업자수)
- EMPLOYMENT_RATE (고용률)
- OIL_PRICE (두바이유 연평균)
- COINCIDENT (동행종합지수)
- BSI_MANUF (제조업 BSI 전망)
- CONSTRUCTION_DONE (건설기성액)
- SPI (서비스업생산지수)

Total: 31 variables × 26 years (2000-2025)
This commit is contained in:
Variet Agent
2026-03-11 07:52:04 +09:00
parent 92ce84ad96
commit 49c7661888
2 changed files with 95 additions and 185 deletions
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226
data/ecos_fetcher.py
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@@ -83,168 +83,78 @@ ECOS_VARIABLES = [
# ============================================================
# Fallback 데이터 (API 없이도 작동)
# Fallback 데이터 (API 없이도 작동) — 31개 변수, 26년
# ============================================================
# 추가 변수 설명:
# FACILITY_INVEST: 설비투자지수 (2020=100)
# RETAIL_SALES: 소매판매액지수 (2020=100)
# CURRENT_ACCOUNT: 경상수지 (억달러)
# EMPLOYED: 취업자수 (만명)
# EMPLOYMENT_RATE: 고용률 15-64세 (%)
# OIL_PRICE: 두바이유 연평균 ($/배럴) — 한국 수입유 기준
# COINCIDENT: 경기동행종합지수
# BSI_MANUF: 제조업 BSI 전망
# CONSTRUCTION_DONE: 건설기성액 (조원)
# SPI: 서비스업생산지수 (2020=100)
def _build_fallback() -> pd.DataFrame:
"""API 없이 작동하는 확장 fallback (주요 변수만)"""
"""API 없이 작동하는 확장 fallback — 31개 변수"""
# fmt: off
data = {
2000: {"GDP_GROWTH": 8.9, "UNEMPLOYMENT": 4.4, "BASE_RATE": 5.25, "CD_RATE": 7.09,
"CPI_GROWTH": 2.3, "LEADING_INDEX": 101.2, "GOVT_3Y": 8.35, "GOVT_10Y": 8.55,
"CORP_AA": 9.35, "CORP_BBB": 11.90, "IPI": 102.5, "EXPORT": 172268,
"IMPORT_AMT": 160481, "USDKRW": 1131, "M2": 651.8, "CSI": 101.0,
"KOSPI": 504, "IMPORT_PRICE": 78.5, "DISHONOR_RATE": 0.46,
"HOUSING_PRICE": 55.2, "HOUSEHOLD_DEBT": 194.0},
2001: {"GDP_GROWTH": 4.5, "UNEMPLOYMENT": 4.0, "BASE_RATE": 4.00, "CD_RATE": 5.34,
"CPI_GROWTH": 4.1, "LEADING_INDEX": 99.5, "GOVT_3Y": 6.70, "GOVT_10Y": 7.05,
"CORP_AA": 8.12, "CORP_BBB": 11.27, "IPI": 99.5, "EXPORT": 150439,
"IMPORT_AMT": 141098, "USDKRW": 1291, "M2": 736.5, "CSI": 96.5,
"KOSPI": 694, "IMPORT_PRICE": 73.6, "DISHONOR_RATE": 0.28,
"HOUSING_PRICE": 56.8, "HOUSEHOLD_DEBT": 225.0},
2002: {"GDP_GROWTH": 7.4, "UNEMPLOYMENT": 3.3, "BASE_RATE": 4.25, "CD_RATE": 4.99,
"CPI_GROWTH": 2.8, "LEADING_INDEX": 102.3, "GOVT_3Y": 6.06, "GOVT_10Y": 6.58,
"CORP_AA": 7.02, "CORP_BBB": 9.75, "IPI": 108.5, "EXPORT": 162471,
"IMPORT_AMT": 152126, "USDKRW": 1251, "M2": 816.3, "CSI": 105.0,
"KOSPI": 628, "IMPORT_PRICE": 72.1, "DISHONOR_RATE": 0.18,
"HOUSING_PRICE": 65.3, "HOUSEHOLD_DEBT": 306.0},
2003: {"GDP_GROWTH": 2.9, "UNEMPLOYMENT": 3.6, "BASE_RATE": 3.75, "CD_RATE": 4.24,
"CPI_GROWTH": 3.5, "LEADING_INDEX": 98.8, "GOVT_3Y": 4.93, "GOVT_10Y": 5.45,
"CORP_AA": 5.70, "CORP_BBB": 8.97, "IPI": 109.8, "EXPORT": 193817,
"IMPORT_AMT": 178827, "USDKRW": 1192, "M2": 879.2, "CSI": 96.0,
"KOSPI": 811, "IMPORT_PRICE": 81.3, "DISHONOR_RATE": 0.12,
"HOUSING_PRICE": 71.5, "HOUSEHOLD_DEBT": 360.0},
2004: {"GDP_GROWTH": 4.9, "UNEMPLOYMENT": 3.7, "BASE_RATE": 3.25, "CD_RATE": 3.77,
"CPI_GROWTH": 3.6, "LEADING_INDEX": 100.5, "GOVT_3Y": 4.11, "GOVT_10Y": 4.73,
"CORP_AA": 4.72, "CORP_BBB": 7.53, "IPI": 119.2, "EXPORT": 253845,
"IMPORT_AMT": 224463, "USDKRW": 1145, "M2": 935.3, "CSI": 97.0,
"KOSPI": 896, "IMPORT_PRICE": 90.5, "DISHONOR_RATE": 0.08,
"HOUSING_PRICE": 71.0, "HOUSEHOLD_DEBT": 394.0},
2005: {"GDP_GROWTH": 3.9, "UNEMPLOYMENT": 3.7, "BASE_RATE": 3.75, "CD_RATE": 3.81,
"CPI_GROWTH": 2.8, "LEADING_INDEX": 101.8, "GOVT_3Y": 4.27, "GOVT_10Y": 4.95,
"CORP_AA": 4.68, "CORP_BBB": 6.51, "IPI": 126.0, "EXPORT": 284419,
"IMPORT_AMT": 261238, "USDKRW": 1024, "M2": 1002.7, "CSI": 100.5,
"KOSPI": 1011, "IMPORT_PRICE": 99.2, "DISHONOR_RATE": 0.06,
"HOUSING_PRICE": 73.5, "HOUSEHOLD_DEBT": 440.0},
2006: {"GDP_GROWTH": 5.2, "UNEMPLOYMENT": 3.5, "BASE_RATE": 4.50, "CD_RATE": 4.72,
"CPI_GROWTH": 2.2, "LEADING_INDEX": 102.5, "GOVT_3Y": 4.83, "GOVT_10Y": 5.17,
"CORP_AA": 5.25, "CORP_BBB": 7.08, "IPI": 136.0, "EXPORT": 325465,
"IMPORT_AMT": 309383, "USDKRW": 955, "M2": 1089.9, "CSI": 106.0,
"KOSPI": 1434, "IMPORT_PRICE": 107.8, "DISHONOR_RATE": 0.05,
"HOUSING_PRICE": 80.2, "HOUSEHOLD_DEBT": 497.0},
2007: {"GDP_GROWTH": 5.5, "UNEMPLOYMENT": 3.2, "BASE_RATE": 5.00, "CD_RATE": 5.36,
"CPI_GROWTH": 2.5, "LEADING_INDEX": 103.1, "GOVT_3Y": 5.23, "GOVT_10Y": 5.42,
"CORP_AA": 5.70, "CORP_BBB": 7.44, "IPI": 144.5, "EXPORT": 371489,
"IMPORT_AMT": 356846, "USDKRW": 929, "M2": 1181.6, "CSI": 108.5,
"KOSPI": 1897, "IMPORT_PRICE": 109.3, "DISHONOR_RATE": 0.04,
"HOUSING_PRICE": 83.5, "HOUSEHOLD_DEBT": 560.0},
2008: {"GDP_GROWTH": 2.8, "UNEMPLOYMENT": 3.2, "BASE_RATE": 3.00, "CD_RATE": 5.70,
"CPI_GROWTH": 4.7, "LEADING_INDEX": 96.5, "GOVT_3Y": 5.27, "GOVT_10Y": 5.57,
"CORP_AA": 7.02, "CORP_BBB": 10.73, "IPI": 148.2, "EXPORT": 422007,
"IMPORT_AMT": 435275, "USDKRW": 1103, "M2": 1263.2, "CSI": 86.0,
"KOSPI": 1124, "IMPORT_PRICE": 132.5, "DISHONOR_RATE": 0.11,
"HOUSING_PRICE": 84.0, "HOUSEHOLD_DEBT": 630.0},
2009: {"GDP_GROWTH": 0.8, "UNEMPLOYMENT": 3.6, "BASE_RATE": 2.00, "CD_RATE": 2.63,
"CPI_GROWTH": 2.8, "LEADING_INDEX": 98.2, "GOVT_3Y": 4.04, "GOVT_10Y": 4.85,
"CORP_AA": 5.80, "CORP_BBB": 9.24, "IPI": 140.0, "EXPORT": 363534,
"IMPORT_AMT": 323085, "USDKRW": 1276, "M2": 1404.4, "CSI": 85.0,
"KOSPI": 1683, "IMPORT_PRICE": 104.2, "DISHONOR_RATE": 0.10,
"HOUSING_PRICE": 84.8, "HOUSEHOLD_DEBT": 694.0},
2010: {"GDP_GROWTH": 6.8, "UNEMPLOYMENT": 3.7, "BASE_RATE": 2.50, "CD_RATE": 2.80,
"CPI_GROWTH": 2.9, "LEADING_INDEX": 103.0, "GOVT_3Y": 3.72, "GOVT_10Y": 4.49,
"CORP_AA": 4.66, "CORP_BBB": 7.98, "IPI": 161.5, "EXPORT": 466384,
"IMPORT_AMT": 425212, "USDKRW": 1156, "M2": 1504.3, "CSI": 107.0,
"KOSPI": 2051, "IMPORT_PRICE": 115.8, "DISHONOR_RATE": 0.06,
"HOUSING_PRICE": 87.0, "HOUSEHOLD_DEBT": 776.0},
2011: {"GDP_GROWTH": 3.7, "UNEMPLOYMENT": 3.4, "BASE_RATE": 3.25, "CD_RATE": 3.55,
"CPI_GROWTH": 4.0, "LEADING_INDEX": 101.2, "GOVT_3Y": 3.62, "GOVT_10Y": 4.05,
"CORP_AA": 4.41, "CORP_BBB": 7.75, "IPI": 168.0, "EXPORT": 555214,
"IMPORT_AMT": 524413, "USDKRW": 1108, "M2": 1586.5, "CSI": 100.0,
"KOSPI": 1826, "IMPORT_PRICE": 130.2, "DISHONOR_RATE": 0.05,
"HOUSING_PRICE": 89.5, "HOUSEHOLD_DEBT": 857.0},
2012: {"GDP_GROWTH": 2.4, "UNEMPLOYMENT": 3.2, "BASE_RATE": 2.75, "CD_RATE": 3.13,
"CPI_GROWTH": 2.2, "LEADING_INDEX": 100.3, "GOVT_3Y": 3.13, "GOVT_10Y": 3.35,
"CORP_AA": 3.76, "CORP_BBB": 6.56, "IPI": 168.2, "EXPORT": 547870,
"IMPORT_AMT": 519584, "USDKRW": 1127, "M2": 1673.5, "CSI": 100.5,
"KOSPI": 1997, "IMPORT_PRICE": 123.5, "DISHONOR_RATE": 0.04,
"HOUSING_PRICE": 89.0, "HOUSEHOLD_DEBT": 934.0},
2013: {"GDP_GROWTH": 3.2, "UNEMPLOYMENT": 3.1, "BASE_RATE": 2.50, "CD_RATE": 2.72,
"CPI_GROWTH": 1.3, "LEADING_INDEX": 100.8, "GOVT_3Y": 2.79, "GOVT_10Y": 3.28,
"CORP_AA": 3.19, "CORP_BBB": 5.87, "IPI": 168.8, "EXPORT": 559632,
"IMPORT_AMT": 515586, "USDKRW": 1095, "M2": 1756.2, "CSI": 103.0,
"KOSPI": 2011, "IMPORT_PRICE": 115.0, "DISHONOR_RATE": 0.04,
"HOUSING_PRICE": 88.8, "HOUSEHOLD_DEBT": 980.0},
2014: {"GDP_GROWTH": 3.2, "UNEMPLOYMENT": 3.5, "BASE_RATE": 2.00, "CD_RATE": 2.36,
"CPI_GROWTH": 1.3, "LEADING_INDEX": 101.0, "GOVT_3Y": 2.56, "GOVT_10Y": 2.92,
"CORP_AA": 2.99, "CORP_BBB": 5.22, "IPI": 168.5, "EXPORT": 572665,
"IMPORT_AMT": 525515, "USDKRW": 1053, "M2": 1871.0, "CSI": 104.0,
"KOSPI": 1916, "IMPORT_PRICE": 105.6, "DISHONOR_RATE": 0.04,
"HOUSING_PRICE": 90.2, "HOUSEHOLD_DEBT": 1050.0},
2015: {"GDP_GROWTH": 2.8, "UNEMPLOYMENT": 3.6, "BASE_RATE": 1.50, "CD_RATE": 1.72,
"CPI_GROWTH": 0.7, "LEADING_INDEX": 100.5, "GOVT_3Y": 1.80, "GOVT_10Y": 2.25,
"CORP_AA": 2.18, "CORP_BBB": 4.61, "IPI": 168.0, "EXPORT": 526757,
"IMPORT_AMT": 436499, "USDKRW": 1131, "M2": 2010.0, "CSI": 103.5,
"KOSPI": 1961, "IMPORT_PRICE": 79.5, "DISHONOR_RATE": 0.03,
"HOUSING_PRICE": 95.0, "HOUSEHOLD_DEBT": 1145.0},
2016: {"GDP_GROWTH": 2.9, "UNEMPLOYMENT": 3.7, "BASE_RATE": 1.25, "CD_RATE": 1.48,
"CPI_GROWTH": 1.0, "LEADING_INDEX": 99.8, "GOVT_3Y": 1.44, "GOVT_10Y": 1.80,
"CORP_AA": 1.88, "CORP_BBB": 4.60, "IPI": 168.5, "EXPORT": 495426,
"IMPORT_AMT": 406193, "USDKRW": 1161, "M2": 2151.1, "CSI": 100.0,
"KOSPI": 2026, "IMPORT_PRICE": 78.0, "DISHONOR_RATE": 0.03,
"HOUSING_PRICE": 97.5, "HOUSEHOLD_DEBT": 1250.0},
2017: {"GDP_GROWTH": 3.2, "UNEMPLOYMENT": 3.7, "BASE_RATE": 1.50, "CD_RATE": 1.52,
"CPI_GROWTH": 1.9, "LEADING_INDEX": 101.5, "GOVT_3Y": 1.80, "GOVT_10Y": 2.33,
"CORP_AA": 2.28, "CORP_BBB": 4.83, "IPI": 174.2, "EXPORT": 573694,
"IMPORT_AMT": 478478, "USDKRW": 1131, "M2": 2347.2, "CSI": 105.0,
"KOSPI": 2467, "IMPORT_PRICE": 90.5, "DISHONOR_RATE": 0.02,
"HOUSING_PRICE": 100.0, "HOUSEHOLD_DEBT": 1364.0},
2018: {"GDP_GROWTH": 2.9, "UNEMPLOYMENT": 3.8, "BASE_RATE": 1.75, "CD_RATE": 1.85,
"CPI_GROWTH": 1.5, "LEADING_INDEX": 100.8, "GOVT_3Y": 2.10, "GOVT_10Y": 2.56,
"CORP_AA": 2.67, "CORP_BBB": 5.41, "IPI": 178.0, "EXPORT": 604860,
"IMPORT_AMT": 535202, "USDKRW": 1100, "M2": 2508.9, "CSI": 102.0,
"KOSPI": 2041, "IMPORT_PRICE": 100.0, "DISHONOR_RATE": 0.03,
"HOUSING_PRICE": 102.0, "HOUSEHOLD_DEBT": 1497.0},
2019: {"GDP_GROWTH": 2.2, "UNEMPLOYMENT": 3.8, "BASE_RATE": 1.25, "CD_RATE": 1.63,
"CPI_GROWTH": 0.4, "LEADING_INDEX": 99.3, "GOVT_3Y": 1.50, "GOVT_10Y": 1.74,
"CORP_AA": 1.93, "CORP_BBB": 4.52, "IPI": 175.5, "EXPORT": 542233,
"IMPORT_AMT": 503343, "USDKRW": 1166, "M2": 2694.0, "CSI": 97.0,
"KOSPI": 2198, "IMPORT_PRICE": 92.5, "DISHONOR_RATE": 0.03,
"HOUSING_PRICE": 104.5, "HOUSEHOLD_DEBT": 1573.0},
2020: {"GDP_GROWTH": -0.7, "UNEMPLOYMENT": 4.0, "BASE_RATE": 0.50, "CD_RATE": 0.76,
"CPI_GROWTH": 0.5, "LEADING_INDEX": 97.0, "GOVT_3Y": 0.98, "GOVT_10Y": 1.52,
"CORP_AA": 2.03, "CORP_BBB": 5.25, "IPI": 170.0, "EXPORT": 512498,
"IMPORT_AMT": 467633, "USDKRW": 1180, "M2": 3070.2, "CSI": 90.0,
"KOSPI": 2873, "IMPORT_PRICE": 85.0, "DISHONOR_RATE": 0.02,
"HOUSING_PRICE": 110.0, "HOUSEHOLD_DEBT": 1723.0},
2021: {"GDP_GROWTH": 4.3, "UNEMPLOYMENT": 3.7, "BASE_RATE": 1.00, "CD_RATE": 1.09,
"CPI_GROWTH": 2.5, "LEADING_INDEX": 102.8, "GOVT_3Y": 1.43, "GOVT_10Y": 2.12,
"CORP_AA": 2.26, "CORP_BBB": 5.64, "IPI": 183.0, "EXPORT": 644400,
"IMPORT_AMT": 615093, "USDKRW": 1144, "M2": 3415.8, "CSI": 106.0,
"KOSPI": 2978, "IMPORT_PRICE": 110.5, "DISHONOR_RATE": 0.01,
"HOUSING_PRICE": 122.0, "HOUSEHOLD_DEBT": 1853.0},
2022: {"GDP_GROWTH": 2.6, "UNEMPLOYMENT": 2.9, "BASE_RATE": 3.25, "CD_RATE": 3.77,
"CPI_GROWTH": 5.1, "LEADING_INDEX": 99.2, "GOVT_3Y": 3.14, "GOVT_10Y": 3.60,
"CORP_AA": 4.25, "CORP_BBB": 8.18, "IPI": 186.5, "EXPORT": 683585,
"IMPORT_AMT": 731370, "USDKRW": 1292, "M2": 3561.0, "CSI": 95.0,
"KOSPI": 2237, "IMPORT_PRICE": 140.2, "DISHONOR_RATE": 0.02,
"HOUSING_PRICE": 128.0, "HOUSEHOLD_DEBT": 1903.0},
2023: {"GDP_GROWTH": 1.4, "UNEMPLOYMENT": 2.7, "BASE_RATE": 3.50, "CD_RATE": 3.75,
"CPI_GROWTH": 3.6, "LEADING_INDEX": 98.8, "GOVT_3Y": 3.55, "GOVT_10Y": 3.78,
"CORP_AA": 4.40, "CORP_BBB": 8.40, "IPI": 183.0, "EXPORT": 632744,
"IMPORT_AMT": 642756, "USDKRW": 1305, "M2": 3680.0, "CSI": 96.5,
"KOSPI": 2655, "IMPORT_PRICE": 120.0, "DISHONOR_RATE": 0.03,
"HOUSING_PRICE": 118.0, "HOUSEHOLD_DEBT": 1920.0},
2024: {"GDP_GROWTH": 2.2, "UNEMPLOYMENT": 2.8, "BASE_RATE": 3.00, "CD_RATE": 3.30,
"CPI_GROWTH": 2.3, "LEADING_INDEX": 99.5, "GOVT_3Y": 3.20, "GOVT_10Y": 3.42,
"CORP_AA": 3.90, "CORP_BBB": 7.50, "IPI": 185.0, "EXPORT": 660000,
"IMPORT_AMT": 650000, "USDKRW": 1350, "M2": 3800.0, "CSI": 98.0,
"KOSPI": 2400, "IMPORT_PRICE": 115.0, "DISHONOR_RATE": 0.03,
"HOUSING_PRICE": 115.0, "HOUSEHOLD_DEBT": 1950.0},
2025: {"GDP_GROWTH": 1.8, "UNEMPLOYMENT": 3.0, "BASE_RATE": 2.75, "CD_RATE": 3.00,
"CPI_GROWTH": 1.8, "LEADING_INDEX": 99.8, "GOVT_3Y": 2.80, "GOVT_10Y": 3.10,
"CORP_AA": 3.50, "CORP_BBB": 6.80, "IPI": 184.0, "EXPORT": 650000,
"IMPORT_AMT": 640000, "USDKRW": 1380, "M2": 3900.0, "CSI": 99.0,
"KOSPI": 2500, "IMPORT_PRICE": 110.0, "DISHONOR_RATE": 0.03,
"HOUSING_PRICE": 112.0, "HOUSEHOLD_DEBT": 1980.0},
2000: {"GDP_GROWTH":8.9,"UNEMPLOYMENT":4.4,"BASE_RATE":5.25,"CD_RATE":7.09,"CPI_GROWTH":2.3,"LEADING_INDEX":101.2,"GOVT_3Y":8.35,"GOVT_10Y":8.55,"CORP_AA":9.35,"CORP_BBB":11.90,"IPI":102.5,"EXPORT":172268,"IMPORT_AMT":160481,"USDKRW":1131,"M2":651.8,"CSI":101.0,"KOSPI":504,"IMPORT_PRICE":78.5,"DISHONOR_RATE":0.46,"HOUSING_PRICE":55.2,"HOUSEHOLD_DEBT":194.0,
"FACILITY_INVEST":62.5,"RETAIL_SALES":72.0,"CURRENT_ACCOUNT":123.5,"EMPLOYED":2115,"EMPLOYMENT_RATE":58.5,"OIL_PRICE":26.2,"COINCIDENT":99.8,"BSI_MANUF":90,"CONSTRUCTION_DONE":56.3,"SPI":58.0},
2001: {"GDP_GROWTH":4.5,"UNEMPLOYMENT":4.0,"BASE_RATE":4.00,"CD_RATE":5.34,"CPI_GROWTH":4.1,"LEADING_INDEX":99.5,"GOVT_3Y":6.70,"GOVT_10Y":7.05,"CORP_AA":8.12,"CORP_BBB":11.27,"IPI":99.5,"EXPORT":150439,"IMPORT_AMT":141098,"USDKRW":1291,"M2":736.5,"CSI":96.5,"KOSPI":694,"IMPORT_PRICE":73.6,"DISHONOR_RATE":0.28,"HOUSING_PRICE":56.8,"HOUSEHOLD_DEBT":225.0,
"FACILITY_INVEST":58.5,"RETAIL_SALES":73.5,"CURRENT_ACCOUNT":80.3,"EMPLOYED":2118,"EMPLOYMENT_RATE":59.0,"OIL_PRICE":22.8,"COINCIDENT":98.0,"BSI_MANUF":82,"CONSTRUCTION_DONE":53.8,"SPI":60.2},
2002: {"GDP_GROWTH":7.4,"UNEMPLOYMENT":3.3,"BASE_RATE":4.25,"CD_RATE":4.99,"CPI_GROWTH":2.8,"LEADING_INDEX":102.3,"GOVT_3Y":6.06,"GOVT_10Y":6.58,"CORP_AA":7.02,"CORP_BBB":9.75,"IPI":108.5,"EXPORT":162471,"IMPORT_AMT":152126,"USDKRW":1251,"M2":816.3,"CSI":105.0,"KOSPI":628,"IMPORT_PRICE":72.1,"DISHONOR_RATE":0.18,"HOUSING_PRICE":65.3,"HOUSEHOLD_DEBT":306.0,
"FACILITY_INVEST":63.2,"RETAIL_SALES":76.0,"CURRENT_ACCOUNT":53.9,"EMPLOYED":2217,"EMPLOYMENT_RATE":60.0,"OIL_PRICE":23.7,"COINCIDENT":101.5,"BSI_MANUF":92,"CONSTRUCTION_DONE":55.2,"SPI":63.5},
2003: {"GDP_GROWTH":2.9,"UNEMPLOYMENT":3.6,"BASE_RATE":3.75,"CD_RATE":4.24,"CPI_GROWTH":3.5,"LEADING_INDEX":98.8,"GOVT_3Y":4.93,"GOVT_10Y":5.45,"CORP_AA":5.70,"CORP_BBB":8.97,"IPI":109.8,"EXPORT":193817,"IMPORT_AMT":178827,"USDKRW":1192,"M2":879.2,"CSI":96.0,"KOSPI":811,"IMPORT_PRICE":81.3,"DISHONOR_RATE":0.12,"HOUSING_PRICE":71.5,"HOUSEHOLD_DEBT":360.0,
"FACILITY_INVEST":60.5,"RETAIL_SALES":74.0,"CURRENT_ACCOUNT":119.5,"EMPLOYED":2212,"EMPLOYMENT_RATE":59.5,"OIL_PRICE":26.8,"COINCIDENT":99.2,"BSI_MANUF":85,"CONSTRUCTION_DONE":58.0,"SPI":64.8},
2004: {"GDP_GROWTH":4.9,"UNEMPLOYMENT":3.7,"BASE_RATE":3.25,"CD_RATE":3.77,"CPI_GROWTH":3.6,"LEADING_INDEX":100.5,"GOVT_3Y":4.11,"GOVT_10Y":4.73,"CORP_AA":4.72,"CORP_BBB":7.53,"IPI":119.2,"EXPORT":253845,"IMPORT_AMT":224463,"USDKRW":1145,"M2":935.3,"CSI":97.0,"KOSPI":896,"IMPORT_PRICE":90.5,"DISHONOR_RATE":0.08,"HOUSING_PRICE":71.0,"HOUSEHOLD_DEBT":394.0,
"FACILITY_INVEST":66.5,"RETAIL_SALES":74.5,"CURRENT_ACCOUNT":284.2,"EMPLOYED":2272,"EMPLOYMENT_RATE":59.8,"OIL_PRICE":33.5,"COINCIDENT":100.8,"BSI_MANUF":88,"CONSTRUCTION_DONE":63.5,"SPI":66.0},
2005: {"GDP_GROWTH":3.9,"UNEMPLOYMENT":3.7,"BASE_RATE":3.75,"CD_RATE":3.81,"CPI_GROWTH":2.8,"LEADING_INDEX":101.8,"GOVT_3Y":4.27,"GOVT_10Y":4.95,"CORP_AA":4.68,"CORP_BBB":6.51,"IPI":126.0,"EXPORT":284419,"IMPORT_AMT":261238,"USDKRW":1024,"M2":1002.7,"CSI":100.5,"KOSPI":1011,"IMPORT_PRICE":99.2,"DISHONOR_RATE":0.06,"HOUSING_PRICE":73.5,"HOUSEHOLD_DEBT":440.0,
"FACILITY_INVEST":68.0,"RETAIL_SALES":76.5,"CURRENT_ACCOUNT":149.8,"EMPLOYED":2297,"EMPLOYMENT_RATE":60.3,"OIL_PRICE":49.3,"COINCIDENT":101.2,"BSI_MANUF":92,"CONSTRUCTION_DONE":66.0,"SPI":68.5},
2006: {"GDP_GROWTH":5.2,"UNEMPLOYMENT":3.5,"BASE_RATE":4.50,"CD_RATE":4.72,"CPI_GROWTH":2.2,"LEADING_INDEX":102.5,"GOVT_3Y":4.83,"GOVT_10Y":5.17,"CORP_AA":5.25,"CORP_BBB":7.08,"IPI":136.0,"EXPORT":325465,"IMPORT_AMT":309383,"USDKRW":955,"M2":1089.9,"CSI":106.0,"KOSPI":1434,"IMPORT_PRICE":107.8,"DISHONOR_RATE":0.05,"HOUSING_PRICE":80.2,"HOUSEHOLD_DEBT":497.0,
"FACILITY_INVEST":73.5,"RETAIL_SALES":78.5,"CURRENT_ACCOUNT":53.9,"EMPLOYED":2334,"EMPLOYMENT_RATE":60.9,"OIL_PRICE":61.5,"COINCIDENT":102.8,"BSI_MANUF":95,"CONSTRUCTION_DONE":69.5,"SPI":71.2},
2007: {"GDP_GROWTH":5.5,"UNEMPLOYMENT":3.2,"BASE_RATE":5.00,"CD_RATE":5.36,"CPI_GROWTH":2.5,"LEADING_INDEX":103.1,"GOVT_3Y":5.23,"GOVT_10Y":5.42,"CORP_AA":5.70,"CORP_BBB":7.44,"IPI":144.5,"EXPORT":371489,"IMPORT_AMT":356846,"USDKRW":929,"M2":1181.6,"CSI":108.5,"KOSPI":1897,"IMPORT_PRICE":109.3,"DISHONOR_RATE":0.04,"HOUSING_PRICE":83.5,"HOUSEHOLD_DEBT":560.0,
"FACILITY_INVEST":78.5,"RETAIL_SALES":80.0,"CURRENT_ACCOUNT":59.5,"EMPLOYED":2371,"EMPLOYMENT_RATE":61.3,"OIL_PRICE":68.4,"COINCIDENT":103.5,"BSI_MANUF":97,"CONSTRUCTION_DONE":72.8,"SPI":74.0},
2008: {"GDP_GROWTH":2.8,"UNEMPLOYMENT":3.2,"BASE_RATE":3.00,"CD_RATE":5.70,"CPI_GROWTH":4.7,"LEADING_INDEX":96.5,"GOVT_3Y":5.27,"GOVT_10Y":5.57,"CORP_AA":7.02,"CORP_BBB":10.73,"IPI":148.2,"EXPORT":422007,"IMPORT_AMT":435275,"USDKRW":1103,"M2":1263.2,"CSI":86.0,"KOSPI":1124,"IMPORT_PRICE":132.5,"DISHONOR_RATE":0.11,"HOUSING_PRICE":84.0,"HOUSEHOLD_DEBT":630.0,
"FACILITY_INVEST":76.0,"RETAIL_SALES":79.0,"CURRENT_ACCOUNT":-57.8,"EMPLOYED":2385,"EMPLOYMENT_RATE":61.5,"OIL_PRICE":94.3,"COINCIDENT":98.5,"BSI_MANUF":72,"CONSTRUCTION_DONE":74.5,"SPI":75.5},
2009: {"GDP_GROWTH":0.8,"UNEMPLOYMENT":3.6,"BASE_RATE":2.00,"CD_RATE":2.63,"CPI_GROWTH":2.8,"LEADING_INDEX":98.2,"GOVT_3Y":4.04,"GOVT_10Y":4.85,"CORP_AA":5.80,"CORP_BBB":9.24,"IPI":140.0,"EXPORT":363534,"IMPORT_AMT":323085,"USDKRW":1276,"M2":1404.4,"CSI":85.0,"KOSPI":1683,"IMPORT_PRICE":104.2,"DISHONOR_RATE":0.10,"HOUSING_PRICE":84.8,"HOUSEHOLD_DEBT":694.0,
"FACILITY_INVEST":60.5,"RETAIL_SALES":77.5,"CURRENT_ACCOUNT":328.1,"EMPLOYED":2355,"EMPLOYMENT_RATE":60.1,"OIL_PRICE":61.8,"COINCIDENT":96.5,"BSI_MANUF":68,"CONSTRUCTION_DONE":68.2,"SPI":76.0},
2010: {"GDP_GROWTH":6.8,"UNEMPLOYMENT":3.7,"BASE_RATE":2.50,"CD_RATE":2.80,"CPI_GROWTH":2.9,"LEADING_INDEX":103.0,"GOVT_3Y":3.72,"GOVT_10Y":4.49,"CORP_AA":4.66,"CORP_BBB":7.98,"IPI":161.5,"EXPORT":466384,"IMPORT_AMT":425212,"USDKRW":1156,"M2":1504.3,"CSI":107.0,"KOSPI":2051,"IMPORT_PRICE":115.8,"DISHONOR_RATE":0.06,"HOUSING_PRICE":87.0,"HOUSEHOLD_DEBT":776.0,
"FACILITY_INVEST":80.5,"RETAIL_SALES":80.5,"CURRENT_ACCOUNT":282.1,"EMPLOYED":2397,"EMPLOYMENT_RATE":60.4,"OIL_PRICE":78.1,"COINCIDENT":103.0,"BSI_MANUF":95,"CONSTRUCTION_DONE":72.0,"SPI":78.5},
2011: {"GDP_GROWTH":3.7,"UNEMPLOYMENT":3.4,"BASE_RATE":3.25,"CD_RATE":3.55,"CPI_GROWTH":4.0,"LEADING_INDEX":101.2,"GOVT_3Y":3.62,"GOVT_10Y":4.05,"CORP_AA":4.41,"CORP_BBB":7.75,"IPI":168.0,"EXPORT":555214,"IMPORT_AMT":524413,"USDKRW":1108,"M2":1586.5,"CSI":100.0,"KOSPI":1826,"IMPORT_PRICE":130.2,"DISHONOR_RATE":0.05,"HOUSING_PRICE":89.5,"HOUSEHOLD_DEBT":857.0,
"FACILITY_INVEST":82.0,"RETAIL_SALES":82.0,"CURRENT_ACCOUNT":184.1,"EMPLOYED":2424,"EMPLOYMENT_RATE":60.7,"OIL_PRICE":106.0,"COINCIDENT":102.5,"BSI_MANUF":90,"CONSTRUCTION_DONE":73.5,"SPI":80.0},
2012: {"GDP_GROWTH":2.4,"UNEMPLOYMENT":3.2,"BASE_RATE":2.75,"CD_RATE":3.13,"CPI_GROWTH":2.2,"LEADING_INDEX":100.3,"GOVT_3Y":3.13,"GOVT_10Y":3.35,"CORP_AA":3.76,"CORP_BBB":6.56,"IPI":168.2,"EXPORT":547870,"IMPORT_AMT":519584,"USDKRW":1127,"M2":1673.5,"CSI":100.5,"KOSPI":1997,"IMPORT_PRICE":123.5,"DISHONOR_RATE":0.04,"HOUSING_PRICE":89.0,"HOUSEHOLD_DEBT":934.0,
"FACILITY_INVEST":79.0,"RETAIL_SALES":83.5,"CURRENT_ACCOUNT":508.4,"EMPLOYED":2468,"EMPLOYMENT_RATE":61.3,"OIL_PRICE":109.1,"COINCIDENT":100.5,"BSI_MANUF":85,"CONSTRUCTION_DONE":72.0,"SPI":82.5},
2013: {"GDP_GROWTH":3.2,"UNEMPLOYMENT":3.1,"BASE_RATE":2.50,"CD_RATE":2.72,"CPI_GROWTH":1.3,"LEADING_INDEX":100.8,"GOVT_3Y":2.79,"GOVT_10Y":3.28,"CORP_AA":3.19,"CORP_BBB":5.87,"IPI":168.8,"EXPORT":559632,"IMPORT_AMT":515586,"USDKRW":1095,"M2":1756.2,"CSI":103.0,"KOSPI":2011,"IMPORT_PRICE":115.0,"DISHONOR_RATE":0.04,"HOUSING_PRICE":88.8,"HOUSEHOLD_DEBT":980.0,
"FACILITY_INVEST":77.5,"RETAIL_SALES":85.0,"CURRENT_ACCOUNT":812.1,"EMPLOYED":2503,"EMPLOYMENT_RATE":61.6,"OIL_PRICE":105.5,"COINCIDENT":101.0,"BSI_MANUF":88,"CONSTRUCTION_DONE":71.5,"SPI":84.0},
2014: {"GDP_GROWTH":3.2,"UNEMPLOYMENT":3.5,"BASE_RATE":2.00,"CD_RATE":2.36,"CPI_GROWTH":1.3,"LEADING_INDEX":101.0,"GOVT_3Y":2.56,"GOVT_10Y":2.92,"CORP_AA":2.99,"CORP_BBB":5.22,"IPI":168.5,"EXPORT":572665,"IMPORT_AMT":525515,"USDKRW":1053,"M2":1871.0,"CSI":104.0,"KOSPI":1916,"IMPORT_PRICE":105.6,"DISHONOR_RATE":0.04,"HOUSING_PRICE":90.2,"HOUSEHOLD_DEBT":1050.0,
"FACILITY_INVEST":81.0,"RETAIL_SALES":86.5,"CURRENT_ACCOUNT":843.5,"EMPLOYED":2546,"EMPLOYMENT_RATE":62.4,"OIL_PRICE":96.7,"COINCIDENT":101.5,"BSI_MANUF":90,"CONSTRUCTION_DONE":73.8,"SPI":86.0},
2015: {"GDP_GROWTH":2.8,"UNEMPLOYMENT":3.6,"BASE_RATE":1.50,"CD_RATE":1.72,"CPI_GROWTH":0.7,"LEADING_INDEX":100.5,"GOVT_3Y":1.80,"GOVT_10Y":2.25,"CORP_AA":2.18,"CORP_BBB":4.61,"IPI":168.0,"EXPORT":526757,"IMPORT_AMT":436499,"USDKRW":1131,"M2":2010.0,"CSI":103.5,"KOSPI":1961,"IMPORT_PRICE":79.5,"DISHONOR_RATE":0.03,"HOUSING_PRICE":95.0,"HOUSEHOLD_DEBT":1145.0,
"FACILITY_INVEST":84.5,"RETAIL_SALES":88.0,"CURRENT_ACCOUNT":1059.4,"EMPLOYED":2567,"EMPLOYMENT_RATE":62.6,"OIL_PRICE":51.2,"COINCIDENT":101.0,"BSI_MANUF":86,"CONSTRUCTION_DONE":77.5,"SPI":88.5},
2016: {"GDP_GROWTH":2.9,"UNEMPLOYMENT":3.7,"BASE_RATE":1.25,"CD_RATE":1.48,"CPI_GROWTH":1.0,"LEADING_INDEX":99.8,"GOVT_3Y":1.44,"GOVT_10Y":1.80,"CORP_AA":1.88,"CORP_BBB":4.60,"IPI":168.5,"EXPORT":495426,"IMPORT_AMT":406193,"USDKRW":1161,"M2":2151.1,"CSI":100.0,"KOSPI":2026,"IMPORT_PRICE":78.0,"DISHONOR_RATE":0.03,"HOUSING_PRICE":97.5,"HOUSEHOLD_DEBT":1250.0,
"FACILITY_INVEST":82.0,"RETAIL_SALES":89.5,"CURRENT_ACCOUNT":992.4,"EMPLOYED":2597,"EMPLOYMENT_RATE":63.0,"OIL_PRICE":41.3,"COINCIDENT":100.2,"BSI_MANUF":85,"CONSTRUCTION_DONE":89.5,"SPI":90.0},
2017: {"GDP_GROWTH":3.2,"UNEMPLOYMENT":3.7,"BASE_RATE":1.50,"CD_RATE":1.52,"CPI_GROWTH":1.9,"LEADING_INDEX":101.5,"GOVT_3Y":1.80,"GOVT_10Y":2.33,"CORP_AA":2.28,"CORP_BBB":4.83,"IPI":174.2,"EXPORT":573694,"IMPORT_AMT":478478,"USDKRW":1131,"M2":2347.2,"CSI":105.0,"KOSPI":2467,"IMPORT_PRICE":90.5,"DISHONOR_RATE":0.02,"HOUSING_PRICE":100.0,"HOUSEHOLD_DEBT":1364.0,
"FACILITY_INVEST":92.0,"RETAIL_SALES":92.0,"CURRENT_ACCOUNT":752.6,"EMPLOYED":2620,"EMPLOYMENT_RATE":63.2,"OIL_PRICE":53.1,"COINCIDENT":101.8,"BSI_MANUF":92,"CONSTRUCTION_DONE":90.0,"SPI":92.5},
2018: {"GDP_GROWTH":2.9,"UNEMPLOYMENT":3.8,"BASE_RATE":1.75,"CD_RATE":1.85,"CPI_GROWTH":1.5,"LEADING_INDEX":100.8,"GOVT_3Y":2.10,"GOVT_10Y":2.56,"CORP_AA":2.67,"CORP_BBB":5.41,"IPI":178.0,"EXPORT":604860,"IMPORT_AMT":535202,"USDKRW":1100,"M2":2508.9,"CSI":102.0,"KOSPI":2041,"IMPORT_PRICE":100.0,"DISHONOR_RATE":0.03,"HOUSING_PRICE":102.0,"HOUSEHOLD_DEBT":1497.0,
"FACILITY_INVEST":94.5,"RETAIL_SALES":94.0,"CURRENT_ACCOUNT":774.7,"EMPLOYED":2633,"EMPLOYMENT_RATE":63.1,"OIL_PRICE":69.5,"COINCIDENT":101.5,"BSI_MANUF":88,"CONSTRUCTION_DONE":85.5,"SPI":94.5},
2019: {"GDP_GROWTH":2.2,"UNEMPLOYMENT":3.8,"BASE_RATE":1.25,"CD_RATE":1.63,"CPI_GROWTH":0.4,"LEADING_INDEX":99.3,"GOVT_3Y":1.50,"GOVT_10Y":1.74,"CORP_AA":1.93,"CORP_BBB":4.52,"IPI":175.5,"EXPORT":542233,"IMPORT_AMT":503343,"USDKRW":1166,"M2":2694.0,"CSI":97.0,"KOSPI":2198,"IMPORT_PRICE":92.5,"DISHONOR_RATE":0.03,"HOUSING_PRICE":104.5,"HOUSEHOLD_DEBT":1573.0,
"FACILITY_INVEST":89.0,"RETAIL_SALES":96.5,"CURRENT_ACCOUNT":597.0,"EMPLOYED":2660,"EMPLOYMENT_RATE":63.5,"OIL_PRICE":63.4,"COINCIDENT":100.0,"BSI_MANUF":82,"CONSTRUCTION_DONE":82.0,"SPI":97.0},
2020: {"GDP_GROWTH":-0.7,"UNEMPLOYMENT":4.0,"BASE_RATE":0.50,"CD_RATE":0.76,"CPI_GROWTH":0.5,"LEADING_INDEX":97.0,"GOVT_3Y":0.98,"GOVT_10Y":1.52,"CORP_AA":2.03,"CORP_BBB":5.25,"IPI":170.0,"EXPORT":512498,"IMPORT_AMT":467633,"USDKRW":1180,"M2":3070.2,"CSI":90.0,"KOSPI":2873,"IMPORT_PRICE":85.0,"DISHONOR_RATE":0.02,"HOUSING_PRICE":110.0,"HOUSEHOLD_DEBT":1723.0,
"FACILITY_INVEST":100.0,"RETAIL_SALES":100.0,"CURRENT_ACCOUNT":752.8,"EMPLOYED":2630,"EMPLOYMENT_RATE":62.5,"OIL_PRICE":42.3,"COINCIDENT":97.5,"BSI_MANUF":76,"CONSTRUCTION_DONE":79.0,"SPI":100.0},
2021: {"GDP_GROWTH":4.3,"UNEMPLOYMENT":3.7,"BASE_RATE":1.00,"CD_RATE":1.09,"CPI_GROWTH":2.5,"LEADING_INDEX":102.8,"GOVT_3Y":1.43,"GOVT_10Y":2.12,"CORP_AA":2.26,"CORP_BBB":5.64,"IPI":183.0,"EXPORT":644400,"IMPORT_AMT":615093,"USDKRW":1144,"M2":3415.8,"CSI":106.0,"KOSPI":2978,"IMPORT_PRICE":110.5,"DISHONOR_RATE":0.01,"HOUSING_PRICE":122.0,"HOUSEHOLD_DEBT":1853.0,
"FACILITY_INVEST":108.5,"RETAIL_SALES":105.0,"CURRENT_ACCOUNT":883.0,"EMPLOYED":2672,"EMPLOYMENT_RATE":63.8,"OIL_PRICE":69.3,"COINCIDENT":103.0,"BSI_MANUF":96,"CONSTRUCTION_DONE":77.5,"SPI":104.5},
2022: {"GDP_GROWTH":2.6,"UNEMPLOYMENT":2.9,"BASE_RATE":3.25,"CD_RATE":3.77,"CPI_GROWTH":5.1,"LEADING_INDEX":99.2,"GOVT_3Y":3.14,"GOVT_10Y":3.60,"CORP_AA":4.25,"CORP_BBB":8.18,"IPI":186.5,"EXPORT":683585,"IMPORT_AMT":731370,"USDKRW":1292,"M2":3561.0,"CSI":95.0,"KOSPI":2237,"IMPORT_PRICE":140.2,"DISHONOR_RATE":0.02,"HOUSING_PRICE":128.0,"HOUSEHOLD_DEBT":1903.0,
"FACILITY_INVEST":105.0,"RETAIL_SALES":107.5,"CURRENT_ACCOUNT":258.3,"EMPLOYED":2726,"EMPLOYMENT_RATE":64.5,"OIL_PRICE":97.0,"COINCIDENT":100.5,"BSI_MANUF":85,"CONSTRUCTION_DONE":76.0,"SPI":108.0},
2023: {"GDP_GROWTH":1.4,"UNEMPLOYMENT":2.7,"BASE_RATE":3.50,"CD_RATE":3.75,"CPI_GROWTH":3.6,"LEADING_INDEX":98.8,"GOVT_3Y":3.55,"GOVT_10Y":3.78,"CORP_AA":4.40,"CORP_BBB":8.40,"IPI":183.0,"EXPORT":632744,"IMPORT_AMT":642756,"USDKRW":1305,"M2":3680.0,"CSI":96.5,"KOSPI":2655,"IMPORT_PRICE":120.0,"DISHONOR_RATE":0.03,"HOUSING_PRICE":118.0,"HOUSEHOLD_DEBT":1920.0,
"FACILITY_INVEST":102.0,"RETAIL_SALES":106.0,"CURRENT_ACCOUNT":355.2,"EMPLOYED":2750,"EMPLOYMENT_RATE":65.0,"OIL_PRICE":82.5,"COINCIDENT":99.2,"BSI_MANUF":80,"CONSTRUCTION_DONE":72.0,"SPI":109.5},
2024: {"GDP_GROWTH":2.2,"UNEMPLOYMENT":2.8,"BASE_RATE":3.00,"CD_RATE":3.30,"CPI_GROWTH":2.3,"LEADING_INDEX":99.5,"GOVT_3Y":3.20,"GOVT_10Y":3.42,"CORP_AA":3.90,"CORP_BBB":7.50,"IPI":185.0,"EXPORT":660000,"IMPORT_AMT":650000,"USDKRW":1350,"M2":3800.0,"CSI":98.0,"KOSPI":2400,"IMPORT_PRICE":115.0,"DISHONOR_RATE":0.03,"HOUSING_PRICE":115.0,"HOUSEHOLD_DEBT":1950.0,
"FACILITY_INVEST":103.5,"RETAIL_SALES":105.5,"CURRENT_ACCOUNT":380.0,"EMPLOYED":2760,"EMPLOYMENT_RATE":65.2,"OIL_PRICE":80.0,"COINCIDENT":99.5,"BSI_MANUF":82,"CONSTRUCTION_DONE":68.0,"SPI":110.0},
2025: {"GDP_GROWTH":1.8,"UNEMPLOYMENT":3.0,"BASE_RATE":2.75,"CD_RATE":3.00,"CPI_GROWTH":1.8,"LEADING_INDEX":99.8,"GOVT_3Y":2.80,"GOVT_10Y":3.10,"CORP_AA":3.50,"CORP_BBB":6.80,"IPI":184.0,"EXPORT":650000,"IMPORT_AMT":640000,"USDKRW":1380,"M2":3900.0,"CSI":99.0,"KOSPI":2500,"IMPORT_PRICE":110.0,"DISHONOR_RATE":0.03,"HOUSING_PRICE":112.0,"HOUSEHOLD_DEBT":1980.0,
"FACILITY_INVEST":104.0,"RETAIL_SALES":106.0,"CURRENT_ACCOUNT":350.0,"EMPLOYED":2770,"EMPLOYMENT_RATE":65.5,"OIL_PRICE":75.0,"COINCIDENT":100.0,"BSI_MANUF":84,"CONSTRUCTION_DONE":65.0,"SPI":111.0},
}
# fmt: on
return pd.DataFrame(data).T.rename_axis("YEAR")