I'm currently aiming to delve into the primary contributors to aircraft delays
at a major international airport, specifically the DFW airport, which happens
to be in close proximity to me. What sets my approach apart is the focus on
understanding how these factors flow across different seasons. For my data
needs, I've turned to the United States Department of Transportation
(USDOT). Specifically, I'm using the information within the Air Travel
Consumer Report (ATCR), a publication by the USDOT's Office of Aviation
Consumer Protection. This report consists of insights into the performance of
various U.S. airports, providing detailed statistics on flight delays,
cancellations, and other factors influencing delays.
The ATCR data encompasses critical aspects, including flight delays and their
root causes, flight cancellations, on-time performance, weather-related data,
air traffic statistics, and even seasonal variations. My plan involves an
analysis of this dataset to uncover the factors contributing to aircraft delays
at DFW airport. By employing statistical methods, I aim to reveal patterns,
trends, and correlations between these factors and flight delays, all within
the context of different seasons. I'm currently in the process of navigating
the USDOT website to ensure the data's availability and to familiarize myself
with its format. Additionally, I'm formulating a strategy for data cleaning and
processing to guarantee the accuracy and reliability of my research findings.
Resources:
https://www.transportation.gov/sites/dot.gov/files/2023-10/October
%202023%20ATCR_0.pdf
Links to an external site.
