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Introduction to the Data Lab

  • Introduction to the Data Lab

Analytics

  • Conflict Location and Trends Monitor
    • Conflict Impact Analysis in Middle East, North Africa, Pakistan and Afghanistan (2024)
    • Conflict Impact Analysis Global
    • Conflict Impact Analysis in MENAAP (2000 & 2024)
    • Internet Speed and Conflict
  • Labor Market Analysis in Middle East & North Africa, Afghanistan & Pakistan
    • LinkedIn Hiring Rate Analysis: Labor Market Dynamics (2018-2025)
  • Measuring Global Migration Flows using Online data
    • Migration analysis on MENA-FCV countries
  • Internet Infrastrucure Monitor
    • Weighted Average Download Speed at the Country level
    • Detection of areas of interest
    • Regional Maps
  • Aviation Trends
  • Climate Risk Analysis
    • Climate risk analysis on MENAAP region

Additional Resources

  • Additional Resources

Acknowledgements

  • Project Team and Acknowedgements
  • Repository
  • Suggest edit
  • Open issue
  • .ipynb

Aviation Trends

Contents

  • Data
  • Arrival Trends in Major Airports in MENAAP
    • Flight Status Legend
    • Daily Departures by Flight Status
    • Weekly Departures by Flight Status
  • Arrival Trends in Major Airports in MENAAP
    • Daily Number of Flights by Flight Status
    • Weekly Arrivals by Flight Status
    • Origins with high and low disruptions
  • Validation with OAG

Aviation Trends#

Last Updated: April 26th 2026

This notebook analyses daily aviation data to and from - Dubai, Doha, Amman, Cairo, Casablanca, Riyadh, Jeddah and Abu Dhabi. The main analyses involves daily and weekly changes in flights departed and arrived. Additionally, we look at the destinations where there were the most number of flights changes.

Data#

The dataset used for this update is from Aviation Stack.This data is purchased through their API subscription. The data is being validated for Dubai against OAG aggregated dataset from April 2025-June 2025.

Define a function to get a range of dates for the desirable date range

Arrival Trends in Major Airports in MENAAP#

Data is available from 2025-04-23 to 2026-04-26

Flight Status Legend#

  • Scheduled: A flight that we have a schedule or flight plan for that hasn’t departed or has been canceled.

  • Active: A flight that either left the gate or the runway and is on its way to its destination.

  • Landed or Arrived: A flight that landed on the runway or arrived at the gate at the destination.

  • Canceled: A flight that one or more data sources have indicated is canceled.

  • Redirected: The flight is being redirected to another airport.

  • Diverted: A flight that has landed or arrived at the gate of an airport where it wasn’t scheduled to arrive.

  • Unknown: We were unable to detect the final arrival status.

Daily Departures by Flight Status#

Weekly Departures by Flight Status#

Arrival Trends in Major Airports in MENAAP#

Daily Number of Flights by Flight Status#

Weekly Arrivals by Flight Status#

Origins with high and low disruptions#

Validation with OAG#

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Regional Maps

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Climate Risk Analysis

Contents
  • Data
  • Arrival Trends in Major Airports in MENAAP
    • Flight Status Legend
    • Daily Departures by Flight Status
    • Weekly Departures by Flight Status
  • Arrival Trends in Major Airports in MENAAP
    • Daily Number of Flights by Flight Status
    • Weekly Arrivals by Flight Status
    • Origins with high and low disruptions
  • Validation with OAG

By Development Data Group

Last updated on Apr 28, 2026.

Country borders or names do not necessarily reflect the World Bank Group’s official position. All maps are for illustrative purposes and do not imply the expression of any opinion on the part of the World Bank, concerning the legal status of any country or territory or concerning the delimitation of frontiers or boundaries
All content (unless otherwise specified) is subject to the MIT License with World Bank IGO Rider.