Airlines_DepDelay_1M

OpenML dataset with id 44998

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22111880/Airlines_DepDelay_1M.arff

Upload date: 2 January 2023

Dataset Characteristics

Number of classes: 0
Number of features: 12 (numeric: 6, symbolic: 6 and in total binary: 0 )
Number of instances: 1,000,000
Number of instances with missing values: 0
Number of missing values: 0

Description

Data Description

The dataset contains information about departure delays of airlines from years 1987 - 2013.

This is a subset of the 10M version (which is once again a subset of the original dataset).

Unique carrier is the airline: https://aspm.faa.gov/aspmhelp/index/ASQP__Carrier_Codes_and_Names.html

Preprocessing on time features of the data has been performed.

Attribute Description

1. *DepDelay* - target feature, how long the delay was 2. *Month* 3. *DayofMonth* - 1-31 4. *DayOfWeek* - 1 (Monday) - 7 (Sunday) 5. *UniqueCarrier* - unique carrier code 6. *Origin* - origin airport code 7. *Dest* - destination airport code 8. *Distance* - distance between the airports in miles 9. *CRSDepTime_hour* - scheduled departure time, hour 10. *CRSDepTime_minute* - scheduled departure time, minutes 11. *CRSArrTime_hour* - scheduled arrive time, hour 12. *CRSArrTime_minute* - schedule arrive time, minutes

This page was built for dataset: Airlines_DepDelay_1M