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Aviation

Pack file: catalog/industries/aviation in ambient-core.

Workspace demo (screenshots) · Catalog consumption

Industry summary​

Industry code

ISIC Rev.4 5110

27 metrics · 7 data options

NAICS 2022
481111
NACE Rev.2
51.10
GICS 2023
203020

Taxonomy tags from ambient-core pack.yaml / manifest v3 (analysis lens, not legal-entity self-classification). Coverage notes: catalog-industry-coverage.md.

Data options (7)​

Airport traffic and revenue summary​

Catalog key aviation.airport.traffic_revenue_summary

Fields

period_start_date
date
period_end_date
date
enplaned_passengers
string
passengers_enplaned_growth
string
aeronautical_revenue
decimal
commercial_revenue
decimal
total_revenue
decimal

Accounting Software​

Catalog key aviation.core.accounting_software

Fields

date
date
period_start_date
date
period_end_date
date
revenue
decimal
cogs
decimal
cost_of_goods
decimal
operating_expenses
decimal
net_income
decimal
produce_revenue
decimal
total_production_cost
decimal
total_operational_cost
decimal

Financial statements​

Catalog key aviation.core.financial_statements

Fields

date
date
statement_type
enum
period_start_date
date
period_end_date
date

HR records​

Catalog key aviation.core.hr_records

Fields

date
date
headcount
decimal

Payroll records​

Catalog key aviation.core.payroll_records

Fields

date
date
period_start_date
date
period_end_date
date
headcount
decimal
gross_pay
decimal
net_pay
decimal
employer_taxes
decimal
labor_cost
decimal
revenue
decimal
net_income
decimal
total_labor_costs
decimal
total_harvested_kg
decimal
total_production_cost
decimal
total_operational_cost
decimal
drivers_left
decimal
total_drivers
decimal
total_maintenance_costs
decimal
total_miles
decimal

Airline operational statistics summary​

Catalog key aviation.network_carrier.operational_statistics_summary

Fields

period_start_date
date
period_end_date
date
available_seat_kilometers
string
revenue_passenger_kilometers
decimal
revenue_capacity_units
decimal
available_capacity_units
string
total_operating_cost
decimal
total_operating_revenue
decimal
on_time_arrivals
string
total_arrivals
decimal
fuel_expense
string
cargo_tonne_km_carried
string
available_tonne_km
string
cargo_revenue
decimal

Travel distribution booking summary​

Catalog key aviation.travel_distribution.booking_summary

Fields

period_start_date
date
period_end_date
date
platform_revenue
decimal
gross_booking_value
string
completed_bookings
string
qualified_sessions
string

Metrics (27)​

Cargo Load Factor​

  • ID: 1830
  • Type: Operational
  • Unit: %
  • Description: Cargo tonnage carried relative to available cargo capacity (aggregated).
  • Inputs: cargo_tonne_km_carried, available_tonne_km
  • Methodology: Cargo Load Factor = (Cargo Tonne-Km Carried / Available Tonne-Km) × 100
  • Calculation: cargo_tonne_km_carried / available_tonne_km * 100
  • Catalog key: aviation.air_cargo.cargo_load_factor

Cargo Yield per Tonne-Kilometer​

  • ID: 1831
  • Type: Financial
  • Unit: Currency per tonne-km
  • Description: Cargo revenue per tonne-kilometer carried (aggregated).
  • Inputs: cargo_revenue, cargo_tonne_km_carried
  • Methodology: Yield = Cargo Revenue / Cargo Tonne-Kilometers Carried
  • Calculation: cargo_revenue / cargo_tonne_km_carried
  • Catalog key: aviation.air_cargo.cargo_yield_per_tonne_km

Aeronautical Revenue per Passenger​

  • ID: 1826
  • Type: Financial
  • Unit: Currency
  • Description: Aeronautical charges divided by enplaned passengers (aggregated).
  • Inputs: aeronautical_revenue, enplaned_passengers
  • Methodology: ARPP = Aeronautical Revenue / Enplaned Passengers
  • Calculation: aeronautical_revenue / enplaned_passengers
  • Catalog key: aviation.airport.aeronautical_revenue_per_passenger

Commercial Revenue Share​

  • ID: 1827
  • Type: Financial
  • Unit: %
  • Description: Non-aeronautical revenue as a share of total airport revenue (aggregated).
  • Inputs: commercial_revenue, total_revenue
  • Methodology: Share = (Commercial Revenue / Total Revenue) × 100
  • Calculation: commercial_revenue / total_revenue * 100
  • Catalog key: aviation.airport.commercial_revenue_share

Passengers Enplaned Growth​

  • ID: 1825
  • Type: Operational
  • Unit: %
  • Description: Year-over-year growth in enplaned passengers (aggregated).
  • Methodology: Growth = ((Current Enplanements − Prior Enplanements) / Prior Enplanements) × 100
  • Calculation: No machine-readable calc — directly reported or qualitative.
  • Catalog key: aviation.airport.passengers_enplaned_growth

Monthly Burn Rate​

  • ID: 1812
  • Type: Financial
  • Unit: Currency/month
  • Description: Net cash consumed per month (negative net operating cash flow).
  • Inputs: cash_out, cash_in
  • Methodology: Net Burn = Cash Out − Cash In (per month)
  • Calculation: cash_out - cash_in
  • Catalog key: aviation.core.burn_rate

Cash Conversion Cycle​

  • ID: 1810
  • Type: Financial
  • Unit: Days
  • Description: Days to convert investments in inventory and receivables back into cash.
  • Inputs: days_inventory_outstanding
  • Methodology: CCC = DSO + Days Inventory Outstanding − DPO
  • Calculation: dso + days_inventory_outstanding - dpo
  • Catalog key: aviation.core.ccc

Current Ratio​

  • ID: 1800
  • Type: Financial
  • Unit: Ratio
  • Description: Short-term liquidity: ability to cover current liabilities with current assets.
  • Inputs: current_assets, current_liabilities
  • Methodology: Current Ratio = Current Assets / Current Liabilities
  • Calculation: current_assets / current_liabilities
  • Catalog key: aviation.core.current_ratio

Days Payable Outstanding (DPO)​

  • ID: 1809
  • Type: Financial
  • Unit: Days
  • Description: Average number of days the business takes to pay its suppliers.
  • Inputs: accounts_payable, cogs, days
  • Methodology: DPO = (Accounts Payable / COGS) × Number of Days
  • Calculation: accounts_payable / cogs * days
  • Catalog key: aviation.core.dpo

Days Sales Outstanding (DSO)​

  • ID: 1808
  • Type: Financial
  • Unit: Days
  • Description: Average number of days to collect cash after a sale.
  • Inputs: accounts_receivable, total_credit_sales, days
  • Methodology: DSO = (Accounts Receivable / Total Credit Sales) × Number of Days
  • Calculation: accounts_receivable / total_credit_sales * days
  • Catalog key: aviation.core.dso

EBITDA Margin​

  • ID: 1804
  • Type: Financial
  • Unit: %
  • Description: Core operating cash profitability before interest, tax, depreciation and amortization.
  • Inputs: ebitda, revenue
  • Methodology: EBITDA Margin = (EBITDA / Revenue) × 100
  • Calculation: ebitda / revenue * 100
  • Catalog key: aviation.core.ebitda_margin

Gross Profit Margin​

  • ID: 1802
  • Type: Financial
  • Unit: %
  • Description: Share of revenue retained after the direct cost of goods sold.
  • Inputs: revenue, cogs
  • Methodology: Gross Margin = ((Revenue − COGS) / Revenue) × 100
  • Calculation: (revenue - cogs) / revenue * 100
  • Catalog key: aviation.core.gross_margin

Headcount (FTE)​

  • ID: 1814
  • Type: Operational
  • Unit: Count
  • Description: Period-end count of active full-time-equivalent employees. A directly measured input, not a derived ratio.
  • Methodology: Period-end count of active employees expressed as full-time equivalents (directly measured, not calculated).
  • Calculation: No machine-readable calc — directly reported or qualitative.
  • Catalog key: aviation.core.headcount

Net Profit Margin​

  • ID: 1805
  • Type: Financial
  • Unit: %
  • Description: Bottom-line profitability after all costs, interest and tax.
  • Inputs: net_income, revenue
  • Methodology: Net Profit Margin = (Net Income / Revenue) × 100
  • Calculation: net_income / revenue * 100
  • Catalog key: aviation.core.net_margin

Operating Cash Flow​

  • ID: 1811
  • Type: Financial
  • Unit: Currency (e.g., USD)
  • Description: Cash generated by core operations during the period.
  • Inputs: net_income, non_cash_charges, increase_in_working_capital
  • Methodology: Operating Cash Flow = Net Income + Non-Cash Charges − Increase in Working Capital
  • Calculation: net_income + non_cash_charges - increase_in_working_capital
  • Catalog key: aviation.core.operating_cash_flow

Operating Margin (EBIT)​

  • ID: 1803
  • Type: Financial
  • Unit: %
  • Description: Operating profitability after operating expenses (EBIT margin).
  • Inputs: operating_income, revenue
  • Methodology: Operating Margin = (Operating Income / Revenue) × 100
  • Calculation: operating_income / revenue * 100
  • Catalog key: aviation.core.operating_margin

Quick Ratio (Acid Test)​

  • ID: 1801
  • Type: Financial
  • Unit: Ratio
  • Description: Acid-test liquidity excluding inventory — most conservative short-term solvency view.
  • Inputs: current_assets, inventory, current_liabilities
  • Methodology: Quick Ratio = (Current Assets − Inventory) / Current Liabilities
  • Calculation: (current_assets - inventory) / current_liabilities
  • Catalog key: aviation.core.quick_ratio

Revenue Growth Rate​

  • ID: 1806
  • Type: Financial
  • Unit: %
  • Description: Period-over-period revenue growth rate.
  • Inputs: revenue, revenue_prior
  • Methodology: Revenue Growth = ((Current Period Revenue − Prior Period Revenue) / Prior Period Revenue) × 100
  • Calculation: (revenue - revenue_prior) / revenue_prior * 100
  • Catalog key: aviation.core.revenue_growth

Cash Runway​

  • ID: 1813
  • Type: Financial
  • Unit: Months
  • Description: Number of months of cash remaining at the current net burn rate.
  • Inputs: current_cash_balance
  • Methodology: Runway (months) = Current Cash Balance / Monthly Net Burn
  • Calculation: current_cash_balance / burn_rate
  • Catalog key: aviation.core.runway

Working Capital​

  • ID: 1807
  • Type: Financial
  • Unit: Currency (e.g., USD)
  • Description: Operating liquidity available to fund day-to-day operations.
  • Inputs: current_assets, current_liabilities
  • Methodology: Working Capital = Current Assets − Current Liabilities
  • Calculation: current_assets - current_liabilities
  • Catalog key: aviation.core.working_capital

Cost per Available Seat Kilometer (CASM)​

  • ID: 1821
  • Type: Financial
  • Unit: Currency per ASK
  • Description: Operating cost per unit of available seat capacity (aggregated).
  • Inputs: total_operating_cost, available_seat_kilometers
  • Methodology: CASM = Total Operating Cost / Available Seat Kilometers
  • Calculation: total_operating_cost / available_seat_kilometers
  • Catalog key: aviation.network_carrier.casm

Fuel Cost Percent of Operating Cost​

  • ID: 1824
  • Type: Financial
  • Unit: %
  • Description: Fuel expense as a share of total operating cost (aggregated).
  • Inputs: fuel_expense, total_operating_cost
  • Methodology: Fuel % = (Fuel Expense / Total Operating Cost) × 100
  • Calculation: fuel_expense / total_operating_cost * 100
  • Catalog key: aviation.network_carrier.fuel_cost_pct_operating

Load Factor​

  • ID: 1820
  • Type: Operational
  • Unit: %
  • Description: Revenue passenger miles or cargo tonnage carried relative to available capacity (aggregated).
  • Inputs: revenue_capacity_units, available_capacity_units
  • Methodology: Load Factor = (RPM or RTM / ASM or ATM) × 100
  • Calculation: revenue_capacity_units / available_capacity_units * 100
  • Catalog key: aviation.network_carrier.load_factor

On-Time Performance (OTP)​

  • ID: 1823
  • Type: Operational
  • Unit: %
  • Description: Share of flights arriving within regulatory on-time threshold (aggregated).
  • Inputs: on_time_arrivals, total_arrivals
  • Methodology: OTP = (On-Time Arrivals / Total Arrivals) × 100
  • Calculation: on_time_arrivals / total_arrivals * 100
  • Catalog key: aviation.network_carrier.on_time_performance

Revenue per Available Seat Kilometer (RASM)​

  • ID: 1822
  • Type: Financial
  • Unit: Currency per ASK
  • Description: Operating revenue per unit of available seat capacity (aggregated).
  • Inputs: total_operating_revenue, available_seat_kilometers
  • Methodology: RASM = Total Operating Revenue / Available Seat Kilometers
  • Calculation: total_operating_revenue / available_seat_kilometers
  • Catalog key: aviation.network_carrier.rasm

Gross Booking Value Take Rate​

  • ID: 1828
  • Type: Financial
  • Unit: %
  • Description: Platform revenue as a share of gross bookings (aggregated).
  • Inputs: platform_revenue, gross_booking_value
  • Methodology: Take Rate = (Platform Revenue / Gross Booking Value) × 100
  • Calculation: platform_revenue / gross_booking_value * 100
  • Catalog key: aviation.travel_distribution.gbv_take_rate

Look-to-Book Conversion​

  • ID: 1829
  • Type: Operational
  • Unit: %
  • Description: Share of travel searches or sessions that complete a booking (aggregated).
  • Inputs: completed_bookings, qualified_sessions
  • Methodology: Conversion = (Completed Bookings / Qualified Sessions) × 100
  • Calculation: completed_bookings / qualified_sessions * 100
  • Catalog key: aviation.travel_distribution.look_to_book_conversion

Data engineering pipeline​

Ambient Core ships the catalog (typed data options and metrics) and ambient_pipeline helpers. Lakehouse jobs and schedules live in the application repository that pins a core tag.

Canonical order: map columns → coerce types → unpivot → stamp lineage → (optional Silver validate) → contract assert → write. Gold vertical products evaluate catalog formulas with ambient_calc after Silver.

How this pack feeds the pipeline​

Further reading: Catalog consumption · Pipeline governance helpers

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