README.md

metadata

license: cc-by-nc-sa-4.0
annotations_creators:
  - machine-generated
language:
  - en
task_categories:
  - text-generation
  - text2text-generation
  - text-classification
task_ids:
  - dialogue-generation
  - language-modeling
  - intent-classification
pretty_name: Flight Scenario Generator
size_categories:
  - 10K<n<100K
tags:
  - aviation
  - atc
  - simulation
  - emergency-training

Flight Scenario Generator Dataset

Dataset Description

A dynamically generated collection of aviation training scenarios covering normal operations, emergencies, and ATC communications.

Dataset Summary

• Content: Unique flight scenarios sample set
• Format: Text-based training scenarios with structured metadata
• Purpose: Aviation training, NLP for ATC communications, emergency procedure simulation
• Generation: Java-based scenario generator with realistic flight parameters

Dataset Structure

Data Fields

Each scenario contains:

• Flight identification (airline, flight number)
• Aircraft type and performance profile
• Route information (origin/destination)
• Current state (altitude, speed, heading)
• Weather conditions
• System status
• Sequence of scenario events (5-7 steps per scenario)

Data Splits

100% generated on-demand (no predefined splits)

Dataset Creation

Curation Rationale

Created to provide:

• Realistic aviation training scenarios
• Diverse emergency situations
• Standard ATC communication patterns
• System failure simulations

Source Data

graph LR
    A[FAA Regulations] --> B[Scenario Generator]
    C[Real-world ATC Transcripts] --> B
    D[Aircraft Performance Manuals] --> B
    E[Aviation Weather Reports] --> B
Annotations
Automatically tagged with:

Flight phase

Emergency type

Weather severity

System status

Uses
Direct Use
Pilot training simulations

ATC communication training

Aviation emergency procedure training

Out-of-Scope Use
Real-world flight planning

Actual aircraft operation

Legal/regulatory compliance

Dataset Statistics
Metric	Value
Avg. scenario length	5-7 steps
Aircraft types	3
Airports	10
Weather conditions	6
Emergency types	8
Considerations
Bias/Risk
Over-represents commercial aviation

Limited to US airport codes

Simulated weather may not match real distributions

License
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)

Citation
bibtex
@misc{jones2025flight,
  author = {Jones, C.J.},
  title = {Flight Scenario Generator},
  year = {2025},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/username/flight-scenario-generator}}
}