Step 1 — Relevant industry ELECTRICITE DE FRANCE (EDF) is an integrated electricity utility with regulated network/concession activities and significant power generation/supply exposure. Among the provided methodologies, the closest fit is Regulated Utilities / Unregulated Power and Gas. For the requested ratio, the provided sector text does not give a complete EDF-specific adjustment formula beyond the general S&P corporate adjusted-debt and adjusted-EBITDA framework, so I apply the baseline formulas using available annual report facts. Step 2 — Estimate Adjusted_Debt Baseline: Adjusted_Debt = reported_debt + leases + pension_deficit + guarantees + hybrid_debt_portion + other_debt_like_items − eligible_cash Available balance sheet items: - Other Noncurrent Financial Liabilities, 2023-01-01 = €71.058bn - Other Current Financial Liabilities, 2023-01-01 = €71.844bn - Cash And Cash Equivalents, 2023-01-01 = €10.948bn - Noncurrent Provisions For Employee Benefits, 2023-01-01 = €16.231bn Approximation: - reported_debt ≈ other noncurrent financial liabilities + other current financial liabilities = 71.058 + 71.844 = €142.902bn - pension_deficit ≈ noncurrent employee benefit provisions = €16.231bn - eligible_cash ≈ cash and cash equivalents = €10.948bn - leases, guarantees, hybrid debt portion, and other debt-like items: not separately disclosed in the provided facts, so assumed €0 for this estimate. Adjusted_Debt ≈ 142.902 + 16.231 − 10.948 = €148.185bn Step 3 — Estimate Adjusted_EBITDA EDF reports: - Operating Profit Before Depreciation And Amortisation, 2022 = −€4.986bn This is effectively reported EBITDA / EBE before depreciation and amortisation. S&P-style EBITDA often excludes nonrecurring or noncash valuation effects where identifiable. The facts separately disclose: - Net Changes In Fair Value On Energy And Commodity Derivatives Excluding Trading Activities, 2022 = −€0.849bn Because this is a fair-value loss and noncash/valuation-related, I add it back as a nonrecurring/nonoperating normalization adjustment. Adjusted_EBITDA ≈ reported EBITDA + fair-value loss add-back = −4.986 + 0.849 = −€4.137bn No lease adjustment, JV proportional EBITDA, or other normalization is available from the provided facts. Step 4 — Calculate Adjusted_Debt / Adjusted_EBITDA Adjusted_Debt / Adjusted_EBITDA = 148.185 / −4.137 = −35.82 -35.82