1. Verification and Validation of Forms for Air Carriers ICAO Aviation Data Analyses Seminar Middle East (MID) Regional Office 27-29 October Economic Analysis and Policy (EAP) Section Air Transport Bureau (ATB) ICAO Strategic Objective: Economic Development of Air Transport

2. Verification of Form Consistency

3. Total Services, all-freight services passenger only services Total Services, passenger only services Passenger only services Total Services, all-freight services passenger only services Total Services, all-freight services passenger only services Form A Derived Parameters Total Services, all-freight services passenger only services

4. INSTRUCTION BOX FORM A Check All-freight Derived indicators and formulas VERIFICATION Smart Forms

5. VERIFICATION BEFORE SUBMISSION Expected value range Or mathematical rule Reported valuesIndicator Smart Forms

6. Reported Data – Form D Derived Indicators Enable to check the consistency within the form Form D Derived Parameters

7. Relationship Between Forms for Air Carriers

8. Form A and Form B Scope: international scheduled and international non-scheduled (form B scope) Example for international scheduled: for each carrier and for the same period of reporting Form BForm A

9. Form A and Form C Scope: international scheduled (form C scope) For each carrier and for the same period of reporting Form CForm A

10. Form A and Form C Scope: international scheduled (form C scope) For each carrier and for the same period of reporting Form CForm A

11. Form A and Form M Scope: international scheduled, international non-scheduled, total (domestic and international) scheduled and non-scheduled (form M scope) Example for international scheduled: For each carrier and for the same period of reporting Form M Form A

12. Departures= Departures Aircraft hours= Aircraft hours Aircraft kilometres= Aircraft kilometres Form A and Form D Scope: total (domestic and international) scheduled and total non-scheduled (form D scope) Example for total scheduled: For each carrier and for the same period of reporting Form DForm A

13. Example of Validation Tools and Analysis of the ICAO Statistics Programme

14. EAP/ATB14  Limited data manipulation  One form/airline/period at a time USER INTERFACE ISDB – Oracle System

15. EAP/ATB15 VALIDATION REPORTS ISDB – Oracle System

16. EAP/ATB16 DIRECT ACCES TO DATA ON EXCEL Pivot tables linked to ISDB

17. EAP/ATB17  Raw data from ISDB  Can be refreshed in few seconds  Easy manipulation of the data on excel CHARACTERISTICS 1) Management of forms received/temorary/validated 2) Analysis of the data a) Derived indicators : growth rates, average indicators b) Graphical vizualization of the data and indicators c) Integration of other sources through BI excel tool BENEFITS EXAMPLES ISDB data through pivot tables

18. EAP/ATB18 Dashboard linked to Oracle database Enable to manage forms and get quick information Internal Analysis Tools

19. EAP/ATB19 -Validation: Cross-check against historical data -Analysis of trends and seasonality -Detection of missing data REPORTED DATA GROWTH RATES DERIVED INDICATORS Internal Analysis Tools

20. EAP/ATB20 Cross form validation Issue of consistency between forms Cross-check with Internal Sources

21. EAP/ATB21 Benchmarking Analysis Issues of consistency within a form and across airlines Cross-check Across Airlines

22. EAP/ATB22 Consistency with OAG Detection of issues Cross-check with External Sources