{
  "schema_version": 1,
  "name": "S&P 500",
  "symbol": "^GSPC",
  "series_type": "Daily closing price index; excludes dividends",
  "source": "Yahoo Finance via the arch 8.0.0 bundled example",
  "source_url": "https://github.com/bashtage/arch/blob/v8.0.0/arch/data/sp500/sp500.csv.gz",
  "source_download_url": "https://raw.githubusercontent.com/bashtage/arch/v8.0.0/arch/data/sp500/sp500.csv.gz",
  "source_sha256": "1e028cbb9c400cc018c816ccc439b33c919387e726c3ed5ca2c05c82746059de",
  "retrieved_on": "2026-09-19",
  "price_start": "1999-01-04",
  "price_end": "2018-12-31",
  "return_start": "1999-01-05",
  "return_end": "2018-12-31",
  "price_count": 5031,
  "return_count": 5030,
  "return_method": "ln(Close[t] / Close[t-1]); decimal units; consecutive observed trading dates",
  "processing": "All source rows retained. No filling, winsorizing, rounding or resampling. Date normalized to ISO 8601. First price is a baseline, not a zero return.",
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