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# Data audit

file SHA-256 rows (excl. header) cols
data/life_expectancy_panel.csv b3f2f774ed6797034acf62853286ca37fc02334ba3ce70e745e4f3d5c533c3ac (matches bundle.json) 439 4
data/README.md e9099d209a7642b2b2151161277222719045c3c1094e9490a5d02faa316353d0 (matches bundle.json) — —

Schema: country_name (str), iso3 (str, 20 distinct, no whitespace issues), year (int, 2000–2022), life_expectancy (float, years, 3 dp; range 51.49–84.56; 1 empty cell). Rows per year: 17 for 2000–2010, 21 for 2011–2022 (21 = 20 countries + TUR duplicate).

Anomalies:

  1. TUR duplicated: 46 rows = 23 years × 2, names "Turkey" and "Turkiye", values identical for every year → exact assembly duplicate; keep one row per iso3-year (no conflict, so choice does not affect values). README lists the name as "Türkiye"; file uses "Turkiye" — cosmetic.
  2. CHE 2007 empty life_expectancy → missing; CHE not balanced.
  3. BGD, ETH, IND, NGA: rows only for 2011–2022 (2000–2010 absent, likely the narrower extraction) → not balanced.
  4. Year-on-year changes >2 years only for BGD 2022 (+3.2), IND 2021 (−2.9) and 2022 (+4.4): COVID-era, plausible, kept as recorded (none of these countries are in the balanced set anyway). No values out of plausible range. No information-availability violations in the input (single file, observed data).
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