---
license: cc-by-nc-sa-4.0
annotations_creators:
- machine-generated
language:
- en
task_categories:
- text-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
---

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# 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

```mermaid
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}}
}


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