Skip to main content
Ctrl+K
 - Home

Introduction to Data Goods

  • Datasets, Data Products, & Sample Indicators

Syria Economic Monitor 2023

  • Earthquake Intensity Map of Syria
  • Armed Conflict Location and Event Data Analysis
  • Humanitarian Assistance Survey
  • Seaborn Trade Activity Estimation
    • 6-2023 Update - Seaborn Trade Activity Estimation
    • AIS Data Exploration
    • AIS Trade Estimation
  • Internet Connectivity Post Earthquake
    • Ookla’s Number of Speedtest Intelligence Users
  • Movement Trends
    • Estimating cross-border movement in Lebanon and Syria through Mobility Data
      • Generate Areas of Interest and Tessellation
      • Createp Longitudinal Panels
      • Calculate Number of Devices within Areas of Interest
      • Computing Stay Locations
    • Estimating Activity through on Mobility Data
    • Estimating Activity based on Visits to Points of Interest through Mobility Data
  • Nighttime Lights
    • 2023-06 Update - Nighttime Lights
    • 2023-12 Update - Nighttime Lights
    • Traffic Trends at Border Crossings
  • Monitoring vegetation conditions
    • Seasonality Parameters Data Extraction
  • Air Pollution in Syria

Syria Economic Monitor 2024 Updates

  • Analysis of Armed Conflict, Updated to the Present
  • Analysing Conflict before and after the fall of the Assad Regime
  • Aviation Trends
  • Vegetation Analytics
    • Crop Productivity and Time Series Analytics
    • Drought Analysis
    • Syria Land Cover Land Use Analytics
    • EVI, Temperature and Rainfall updates
  • Tree Cover Loss Analysis
    • Tree Cover Loss Analysis
  • Seaborn Trade Activity Estimation

Acknowledgements

  • Data Goods Team and Acknowledgements
  • Repository
  • Suggest edit
  • Open issue
  • .ipynb

Aviation Trends

Contents

  • Data
  • Analysing Number of Departures from Beirut International Airport in 2024
    • Flight Status Legend
    • Findings
    • Findings
    • Findings
    • Findings
    • Findings

Aviation Trends#

There are four international airports in Syria - Damascus International Airport (DAM), Aleppo International Airport (ALP), Bassel Al-Assad International Airport (LTK) and Qamishli International Airport (KAC). DAM and ALP are bigger than the other two.This notebook analyses trends of flights in DAM, ALP and LTK airports.

Data#

The dataset used for this update is from Aviation Stack.This data is purchased through their API subscription. The data was validated in Lebanon using FlightRadar and the resulting flight details were a close match although not entirely identical. The validation exercise for Syria is still ongoing.

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

The following dates are not available in the data. The reasons are unknown.: DatetimeIndex(['2024-01-28', '2024-01-29', '2024-01-30', '2024-04-29',
               '2024-04-30', '2024-06-07', '2024-06-08', '2024-06-09'],
              dtype='datetime64[ns]', freq=None)

Analysing Number of Departures from Beirut International Airport in 2024#

Data is available from 2024-01-01 00:00:00 to 2024-10-15 00:00:00

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.

Loading BokehJS ...

Findings#

Loading BokehJS ...

Findings#

Loading BokehJS ...
Loading BokehJS ...

Findings#

  • Cross verifying AviationStack with FlightRadar data for 14th October shows one missing flight to Moscow and an additional flight to KWI in the early hours. Data Lab team to conduct further validation exercises to understand this discrepancy.

Loading BokehJS ...

Findings#

Loading BokehJS ...

Findings#

previous

Analysing Conflict before and after the fall of the Assad Regime

next

Vegetation Analytics

Contents
  • Data
  • Analysing Number of Departures from Beirut International Airport in 2024
    • Flight Status Legend
    • Findings
    • Findings
    • Findings
    • Findings
    • Findings

By Development Data Group

Last updated on May 06, 2025.

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 Mozilla Public License.