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            "cashflowFromInvestment": "-14166000000",
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            "changeInOperatingLiabilities": "None",
            "dividendPayoutPreferredStock": "None",
            "paymentsForRepurchaseOfEquity": "None",
            "changeInCashAndCashEquivalents": "None",
            "paymentsForOperatingActivities": "None",
            "proceedsFromRepurchaseOfEquity": "None",
            "proceedsFromOperatingActivities": "None",
            "proceedsFromSaleOfTreasuryStock": "None",
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            "paymentsForRepurchaseOfCommonStock": "None",
            "depreciationDepletionAndAmortization": "9042000000",
            "proceedsFromIssuanceOfPreferredStock": "None",
            "paymentsForRepurchaseOfPreferredStock": "None",
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            "proceedsFromIssuanceOfLongTermDebtAndCapitalSecuritiesNet": "None"
          }
        }
      },
      {
        "period_end_date": "2023-03-31",
        "period_type": "quarterly",
        "fiscal_year": 2023,
        "fiscal_quarter": 1,
        "provider": "Alpha Vantage",
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        },
        "balance_sheet": {
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        },
        "complete_fields": {
          "id": 333923,
          "ticker_id": 3789,
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          "fiscal_year": 2023,
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              "costOfRevenue": "None",
              "interestIncome": "None",
              "incomeBeforeTax": "None",
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              "operatingIncome": "None",
              "fiscalDateEnding": "2023-03-31",
              "incomeTaxExpense": "-448000000",
              "reportedCurrency": "ZAR",
              "netInterestIncome": "None",
              "nonInterestIncome": "None",
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              "investmentIncomeNet": "None",
              "interestAndDebtExpense": "None",
              "researchAndDevelopment": "None",
              "otherNonOperatingIncome": "None",
              "costofGoodsAndServicesSold": "None",
              "comprehensiveIncomeNetOfTax": "None",
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              "sellingGeneralAndAdministrative": "None",
              "netIncomeFromContinuingOperations": "None"
            },
            "balance": {
              "goodwill": "None",
              "inventory": "42205000000",
              "commonStock": "9888000000",
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              "longTermDebt": "None",
              "shortTermDebt": "None",
              "treasuryStock": "None",
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              "fiscalDateEnding": "2023-03-31",
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              "shortLongTermDebtTotal": "None",
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              "totalCurrentLiabilities": "88760000000",
              "otherNonCurrentLiabilities": "None",
              "totalNonCurrentLiabilities": "None",
              "cashAndShortTermInvestments": "None",
              "commonStockSharesOutstanding": "637943107",
              "intangibleAssetsExcludingGoodwill": "None",
              "cashAndCashEquivalentsAtCarryingValue": "None",
              "accumulatedDepreciationAmortizationPPE": "None"
            },
            "cashflow": {
              "netIncome": "-2889000000",
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              "cashflowFromInvestment": "-7083000000",
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              "dividendPayoutPreferredStock": "None",
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              "changeInCashAndCashEquivalents": "None",
              "paymentsForOperatingActivities": "None",
              "proceedsFromRepurchaseOfEquity": "None",
              "proceedsFromOperatingActivities": "None",
              "proceedsFromSaleOfTreasuryStock": "None",
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              "paymentsForRepurchaseOfCommonStock": "None",
              "depreciationDepletionAndAmortization": "4521000000",
              "proceedsFromIssuanceOfPreferredStock": "None",
              "paymentsForRepurchaseOfPreferredStock": "None",
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              "proceedsFromIssuanceOfLongTermDebtAndCapitalSecuritiesNet": "None"
            }
          },
          "revenue": null,
          "cost_of_revenue": null,
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          "total_current_liabilities": 88760000000,
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        },
        "raw_data": {
          "income": {
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            "ebitda": "None",
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            "totalRevenue": "None",
            "costOfRevenue": "None",
            "interestIncome": "None",
            "incomeBeforeTax": "None",
            "interestExpense": "None",
            "operatingIncome": "None",
            "fiscalDateEnding": "2023-03-31",
            "incomeTaxExpense": "-448000000",
            "reportedCurrency": "ZAR",
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            "investmentIncomeNet": "None",
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            "researchAndDevelopment": "None",
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            "costofGoodsAndServicesSold": "None",
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            "sellingGeneralAndAdministrative": "None",
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          },
          "balance": {
            "goodwill": "None",
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            "shortTermDebt": "None",
            "treasuryStock": "None",
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            "fiscalDateEnding": "2023-03-31",
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            "commonStockSharesOutstanding": "637943107",
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            "accumulatedDepreciationAmortizationPPE": "None"
          },
          "cashflow": {
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            "fiscalDateEnding": "2023-03-31",
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            "cashflowFromInvestment": "-7083000000",
            "stockBasedCompensation": "None",
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            "dividendPayoutPreferredStock": "None",
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            "changeInCashAndCashEquivalents": "None",
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            "proceedsFromRepurchaseOfEquity": "None",
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            "proceedsFromSaleOfTreasuryStock": "None",
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            "paymentsForRepurchaseOfCommonStock": "None",
            "depreciationDepletionAndAmortization": "4521000000",
            "proceedsFromIssuanceOfPreferredStock": "None",
            "paymentsForRepurchaseOfPreferredStock": "None",
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            "proceedsFromIssuanceOfLongTermDebtAndCapitalSecuritiesNet": "None"
          }
        }
      }
    ]
  },
  "strategy_matches": [
    {
      "key": "os_composite",
      "name": "OS Composite Score",
      "slug": "composite",
      "group": "multi_factor",
      "page_url": "/factors/composite/",
      "rank_field": "-os_score"
    },
    {
      "key": "trending_value",
      "name": "Trending Value",
      "slug": "trending-value",
      "group": "multi_factor",
      "page_url": "/factors/trending-value/",
      "rank_field": "trending_value_rank"
    },
    {
      "key": "quality_value",
      "name": "Quality \u00d7 Value",
      "slug": "quality-value",
      "group": "multi_factor",
      "page_url": "/factors/quality-value/",
      "rank_field": "-quality_value_composite"
    },
    {
      "key": "vc2_cheapest",
      "name": "VC2 Cheapest Decile",
      "slug": "vc2-cheapest",
      "group": "value",
      "page_url": "/factors/vc2-cheapest/",
      "rank_field": "vc2_score"
    },
    {
      "key": "ebitda_ev",
      "name": "EBITDA/EV Value",
      "slug": "ebitda-ev",
      "group": "value",
      "page_url": "/factors/ebitda-ev/",
      "rank_field": "-ebitda_to_ev"
    },
    {
      "key": "sector_relative",
      "name": "Cheapest in Sector",
      "slug": "sector-relative",
      "group": "value",
      "page_url": "/factors/sector-relative/",
      "rank_field": "-sector_value_pct"
    },
    {
      "key": "risk_adj_momentum",
      "name": "Risk-Adjusted Momentum",
      "slug": "risk-adj-momentum",
      "group": "momentum",
      "page_url": "/factors/risk-adj-momentum/",
      "rank_field": "-risk_adjusted_momentum"
    },
    {
      "key": "shareholder_yield",
      "name": "Shareholder Yield",
      "slug": "shareholder-yield",
      "group": "income",
      "page_url": "/factors/shareholder-yield/",
      "rank_field": "-shareholder_yield"
    }
  ],
  "coverage": {
    "factor_history_points": 1,
    "annual_financial_periods": 8,
    "quarterly_financial_periods": 12,
    "latest_factor_week": "2026-06-07",
    "latest_financials_period_end": "2025-06-30"
  },
  "schema": {
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      "identity": [
        "week_end_date",
        "source_primary",
        "financials_period_end",
        "financials_age_days",
        "has_full_data",
        "completeness_score",
        "is_included_in_ranking",
        "is_market_leader",
        "is_published",
        "computed_at",
        "batch_id"
      ],
      "size": [
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        "market_cap",
        "market_cap_usd",
        "enterprise_value",
        "shares_outstanding",
        "fx_rate_to_usd"
      ],
      "valuation": [
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        "pb_ratio",
        "ptbv_ratio",
        "ps_ratio",
        "pcf_ratio",
        "pfcf_ratio",
        "ev_ebitda",
        "ev_ebit",
        "ev_sales",
        "ev_fcf",
        "earnings_yield",
        "fcf_yield",
        "price_to_sales",
        "price_to_book",
        "price_to_cashflow",
        "ebitda_to_ev",
        "sales_yield"
      ],
      "yield": [
        "dividend_yield",
        "buyback_yield",
        "shareholder_yield",
        "debt_paydown_yield",
        "total_yield"
      ],
      "quality": [
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        "operating_margin",
        "net_margin",
        "ebitda_margin",
        "fcf_margin",
        "roe",
        "roa",
        "roic",
        "roc_greenblatt",
        "asset_turnover",
        "cash_conversion",
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        "piotroski_f_score",
        "altman_z_score",
        "earnings_stability_5y",
        "revenue_stability_5y",
        "eps_surprise_avg",
        "sue_score",
        "gross_profit_to_assets",
        "external_financing"
      ],
      "leverage_and_risk": [
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        "net_debt_to_ebitda",
        "debt_to_assets",
        "interest_coverage",
        "current_ratio",
        "quick_ratio",
        "net_debt",
        "local_beta",
        "volatility_252d",
        "volatility_60d",
        "max_drawdown_12m",
        "risk_adjusted_momentum"
      ],
      "growth": [
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        "revenue_growth_3y_cagr",
        "revenue_growth_5y_cagr",
        "eps_growth_1y",
        "eps_growth_3y_cagr",
        "eps_growth_5y_cagr",
        "fcf_growth_1y",
        "book_value_growth_1y",
        "revenue_growth",
        "earnings_growth"
      ],
      "momentum": [
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        "price_return_3m",
        "price_return_6m",
        "price_return_9m",
        "price_return_12m",
        "price_return_12m_ex1m",
        "momentum_6m",
        "momentum_12m",
        "momentum_12_1",
        "distance_from_52w_high",
        "distance_from_52w_low",
        "relative_strength"
      ],
      "raw_ttm": [
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        "gross_profit_ttm",
        "ebit_ttm",
        "ebitda_ttm",
        "net_income_ttm",
        "eps_diluted_ttm",
        "operating_cash_flow_ttm",
        "capital_expenditure_ttm",
        "fcf_ttm",
        "dividends_paid_ttm",
        "share_repurchases_ttm",
        "shares_issued_ttm",
        "interest_expense_ttm",
        "cash_and_equivalents",
        "total_current_assets",
        "total_current_liabilities",
        "net_ppe",
        "total_assets",
        "total_debt",
        "total_equity",
        "net_working_capital",
        "book_value_per_share",
        "retained_earnings",
        "preferred_stock",
        "minority_interest",
        "tangible_book_value",
        "tangible_book_per_share"
      ],
      "ranks": [
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        "rank_pe",
        "rank_pb",
        "rank_ptbv",
        "rank_ps",
        "rank_pcf",
        "rank_ev_ebitda",
        "rank_ev_ebit",
        "rank_earnings_yield",
        "rank_fcf_yield",
        "rank_dividend_yield",
        "rank_shareholder_yield",
        "rank_total_yield",
        "rank_roe",
        "rank_roc",
        "rank_roic",
        "rank_gross_margin",
        "rank_fcf_margin",
        "rank_piotroski",
        "rank_accruals",
        "rank_sue",
        "rank_eps_growth_1y",
        "rank_eps_growth_5y",
        "rank_revenue_growth_1y",
        "rank_momentum_12m",
        "rank_momentum_12m_ex1m",
        "rank_relative_strength"
      ],
      "composites": [
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        "quality_composite",
        "momentum_composite",
        "growth_composite",
        "yield_composite",
        "svqf_composite",
        "vc1_composite",
        "vc2_composite",
        "vc3_composite",
        "trending_value_composite",
        "overall_composite",
        "quality_value_composite",
        "os_score",
        "value_percentile",
        "quality_percentile",
        "momentum_percentile",
        "factor_coverage",
        "signal_confidence",
        "os_score_delta"
      ],
      "strategy_ranks": [
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        "cornerstone_growth_rank",
        "tiny_titans_rank",
        "all_cap_buyback_rank",
        "small_cap_core_rank",
        "is_cornerstone_value",
        "is_cornerstone_growth",
        "is_tiny_titan",
        "is_all_cap_buyback",
        "is_small_cap_core",
        "trending_value_rank",
        "veiled_value",
        "earnings_consistent_5y"
      ]
    },
    "financial_field_groups": {
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        "cost_of_revenue",
        "gross_profit",
        "ebit",
        "ebitda",
        "pretax_income",
        "tax_provision",
        "net_income",
        "net_income_to_common",
        "eps_basic",
        "eps_diluted",
        "shares_basic",
        "shares_diluted"
      ],
      "balance_sheet": [
        "cash_and_equivalents",
        "total_current_assets",
        "total_assets",
        "short_term_debt",
        "long_term_debt",
        "total_debt",
        "total_liabilities",
        "total_equity",
        "shares_outstanding",
        "goodwill_and_intangibles"
      ],
      "cash_flow": [
        "operating_cash_flow",
        "capital_expenditure",
        "free_cash_flow",
        "dividends_paid",
        "share_repurchases",
        "shares_issued",
        "net_debt_issued"
      ]
    },
    "complete_model_fields": {
      "ticker": [
        "id",
        "uuid",
        "symbol",
        "name",
        "asset_type",
        "market_cap",
        "stock_exchange",
        "industry",
        "sector",
        "description",
        "currency",
        "is_active"
      ],
      "exchange": [
        "id",
        "name",
        "symbol",
        "country_code",
        "currency",
        "benchmark",
        "data_symbol",
        "ticker_suffix",
        "update_provider",
        "update_group",
        "update_order",
        "update_enabled",
        "is_active"
      ],
      "factor_snapshot": [
        "id",
        "ticker",
        "universe",
        "week_end_date",
        "source_primary",
        "source_gaps",
        "financials_period_end",
        "financials_age_days",
        "has_full_data",
        "completeness_score",
        "missing_fields",
        "is_included_in_ranking",
        "is_market_leader",
        "is_published",
        "computed_at",
        "batch_id",
        "os_score_delta",
        "price_close",
        "market_cap",
        "market_cap_usd",
        "enterprise_value",
        "shares_outstanding",
        "fx_rate_to_usd",
        "pe_ratio",
        "pb_ratio",
        "ptbv_ratio",
        "ps_ratio",
        "pcf_ratio",
        "pfcf_ratio",
        "ev_ebitda",
        "ev_ebit",
        "ev_sales",
        "ev_fcf",
        "earnings_yield",
        "fcf_yield",
        "dividend_yield",
        "buyback_yield",
        "shareholder_yield",
        "debt_paydown_yield",
        "total_yield",
        "gross_margin",
        "operating_margin",
        "net_margin",
        "ebitda_margin",
        "fcf_margin",
        "roe",
        "roa",
        "roic",
        "roc_greenblatt",
        "asset_turnover",
        "cash_conversion",
        "accruals_ratio",
        "sbc_to_revenue",
        "debt_to_equity",
        "net_debt_to_ebitda",
        "debt_to_assets",
        "interest_coverage",
        "current_ratio",
        "quick_ratio",
        "net_debt",
        "revenue_growth_1y",
        "revenue_growth_3y_cagr",
        "revenue_growth_5y_cagr",
        "eps_growth_1y",
        "eps_growth_3y_cagr",
        "eps_growth_5y_cagr",
        "fcf_growth_1y",
        "book_value_growth_1y",
        "piotroski_f_score",
        "altman_z_score",
        "earnings_stability_5y",
        "revenue_stability_5y",
        "eps_surprise_avg",
        "sue_score",
        "price_return_1m",
        "price_return_3m",
        "price_return_6m",
        "price_return_9m",
        "price_return_12m",
        "price_return_12m_ex1m",
        "distance_from_52w_high",
        "distance_from_52w_low",
        "relative_strength",
        "local_beta",
        "volatility_252d",
        "volatility_60d",
        "max_drawdown_12m",
        "revenue_ttm",
        "gross_profit_ttm",
        "ebit_ttm",
        "ebitda_ttm",
        "net_income_ttm",
        "eps_diluted_ttm",
        "operating_cash_flow_ttm",
        "capital_expenditure_ttm",
        "fcf_ttm",
        "dividends_paid_ttm",
        "share_repurchases_ttm",
        "shares_issued_ttm",
        "interest_expense_ttm",
        "cash_and_equivalents",
        "total_current_assets",
        "total_current_liabilities",
        "net_ppe",
        "total_assets",
        "total_debt",
        "total_equity",
        "net_working_capital",
        "book_value_per_share",
        "retained_earnings",
        "preferred_stock",
        "minority_interest",
        "tangible_book_value",
        "tangible_book_per_share",
        "universe_ticker_count",
        "sector",
        "rank_pe",
        "rank_pb",
        "rank_ptbv",
        "rank_ps",
        "rank_pcf",
        "rank_ev_ebitda",
        "rank_ev_ebit",
        "rank_earnings_yield",
        "rank_fcf_yield",
        "rank_dividend_yield",
        "rank_shareholder_yield",
        "rank_total_yield",
        "rank_roe",
        "rank_roc",
        "rank_roic",
        "rank_gross_margin",
        "rank_fcf_margin",
        "rank_piotroski",
        "rank_accruals",
        "rank_sue",
        "rank_eps_growth_1y",
        "rank_eps_growth_5y",
        "rank_revenue_growth_1y",
        "rank_momentum_12m",
        "rank_momentum_12m_ex1m",
        "rank_relative_strength",
        "value_composite",
        "quality_composite",
        "momentum_composite",
        "growth_composite",
        "yield_composite",
        "svqf_composite",
        "vc1_composite",
        "vc2_composite",
        "vc3_composite",
        "trending_value_composite",
        "overall_composite",
        "factor_coverage",
        "signal_confidence",
        "cornerstone_value_rank",
        "cornerstone_growth_rank",
        "tiny_titans_rank",
        "all_cap_buyback_rank",
        "small_cap_core_rank",
        "is_cornerstone_value",
        "is_cornerstone_growth",
        "is_tiny_titan",
        "is_all_cap_buyback",
        "is_small_cap_core"
      ],
      "financial_period": [
        "id",
        "ticker",
        "period_end_date",
        "period_type",
        "fiscal_year",
        "fiscal_quarter",
        "provider",
        "currency_reported",
        "fetched_at",
        "is_restated",
        "raw_data",
        "revenue",
        "cost_of_revenue",
        "gross_profit",
        "research_and_development",
        "selling_general_admin",
        "other_operating_expenses",
        "total_operating_expenses",
        "ebit",
        "depreciation_amortisation",
        "ebitda",
        "interest_expense",
        "interest_income",
        "other_non_operating",
        "pretax_income",
        "tax_provision",
        "effective_tax_rate",
        "net_income",
        "net_income_continuing_ops",
        "net_income_to_common",
        "eps_basic",
        "eps_diluted",
        "shares_basic",
        "shares_diluted",
        "cash_and_equivalents",
        "short_term_investments",
        "net_receivables",
        "inventory",
        "other_current_assets",
        "total_current_assets",
        "net_ppe",
        "goodwill",
        "intangible_assets",
        "goodwill_and_intangibles",
        "long_term_investments",
        "other_non_current_assets",
        "total_non_current_assets",
        "total_assets",
        "short_term_debt",
        "accounts_payable",
        "deferred_revenue_current",
        "other_current_liabilities",
        "total_current_liabilities",
        "long_term_debt",
        "deferred_revenue_lt",
        "other_non_current_liabilities",
        "total_non_current_liabilities",
        "total_liabilities",
        "total_debt",
        "preferred_stock",
        "minority_interest",
        "retained_earnings",
        "total_equity",
        "shares_outstanding",
        "operating_cash_flow",
        "stock_based_compensation",
        "deferred_tax_cf",
        "change_in_working_capital",
        "capital_expenditure",
        "acquisitions",
        "other_investing",
        "investing_cash_flow",
        "dividends_paid",
        "share_repurchases",
        "shares_issued",
        "net_debt_issued",
        "other_financing",
        "financing_cash_flow",
        "free_cash_flow",
        "net_change_in_cash"
      ]
    }
  }
}