File size: 4,877 Bytes
7319bd1 3a3f476 7319bd1 3a3f476 7319bd1 3a3f476 7319bd1 7685c10 7319bd1 7f6b993 7319bd1 3a3f476 5ac28b1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 | ---
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
---
<a href="https://datadeveloper1.gumroad.com/l/dxxja" style="display: inline-block; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; font-weight: 600; font-size: 16px; padding: 14px 28px; border-radius: 50px; text-decoration: none; box-shadow: 0 4px 15px rgba(0,0,0,0.2); transition: transform 0.2s, box-shadow 0.2s; border: 1px solid rgba(255,255,255,0.2);" onmouseover="this.style.transform='translateY(-2px)'; this.style.boxShadow='0 6px 20px rgba(0,0,0,0.3)';" onmouseout="this.style.transform='translateY(0)'; this.style.boxShadow='0 4px 15px rgba(0,0,0,0.2)';">Want more? 🚀 Get the AI Startup Bundle from Gumroad.</a>
# 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}}
}
## If you liked this, you may also be interested in:
- [30k Records LLM Training Data: Linux Automation_1](https://datadeveloper1.gumroad.com/l/zfdnjn)
- [30k Linux File Operations LLM Training](https://datadeveloper1.gumroad.com/l/xnuugm)
- [News Search LLM Training Data](https://datadeveloper1.gumroad.com/l/faivv)
- [RPG Combat Scenario LLM Training Data – Magician, 30,000 records](https://datadeveloper1.gumroad.com/l/lmfhbg)
- [AI Startup Bundle](https://datadeveloper1.gumroad.com/l/dxxja)
- [20k LLM Synthetic PenTest Reports Training Dataset](https://datadeveloper1.gumroad.com/l/lkvoo)
- [Synthetic LLM Physics Training Dataset](https://datadeveloper1.gumroad.com/l/vghhq)
- [100k Synthetic RPG Scenes LLM Training Dataset](https://datadeveloper1.gumroad.com/l/drbhyu)
- [100k Contextual Microcontroller Synthetic LLM Training Dialog Dataset](https://datadeveloper1.gumroad.com/l/xscay)
- [LLM Training Dataset 100k Antenna Design Examples](https://datadeveloper1.gumroad.com/l/sdwom)
- [100k Synthetic LLM Multiturn Formatted Tech Support](https://datadeveloper1.gumroad.com/l/tgnvjf)
- [LLM Training Dataset 100k Drone Telemetry and Control Reasoning](https://datadeveloper1.gumroad.com/l/kzzdeb)
- [100k Specialized Vehicle Diagnostics LLM Training Dataset](https://datadeveloper1.gumroad.com/l/oizcli)
- [LLM Training Dataset 100k Elementary Animal Comparisons QA](https://datadeveloper1.gumroad.com/l/tzvwk)
- [LLM Training Dataset 100k Elementary Math Word Problems](https://datadeveloper1.gumroad.com/l/woypqt) |