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=== FLIGHT SCENARIO #1 ===
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Flight: DAL8571 | Aircraft: B737 | Route: KSLC -> KORD
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Current State: ALT 40631ft | SPD 438kts | HDG 078° | Position: 40.7884°N, -111.9778°W
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Weather: Scattered clouds | Wind: 81°@27kts
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[ATC/Approach] DAL2544: Proceed direct to KDFW
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[WEATHER] Scattered clouds. Monitoring conditions
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[PERF] Fuel: 22959 lbs remaining (5294 lbs/hr). No performance anomalies detected. ETA 09:25Z
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[ATC/Ground] DAL3641: Proceed direct to KLAX
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[WEATHER] Scattered clouds. Conditions normal
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=== FLIGHT SCENARIO #2 ===
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Flight: UPS7013 | Aircraft: B787 | Route: KDFW -> KATL
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Current State: ALT 42595ft | SPD 502kts | HDG 082° | Position: 32.8968°N, -97.0380°W
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Weather: CAVOK | Wind: 254°@36kts
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[ATC/Departure] UPS8229: Turn left heading 080 Traffic E175 at 0 o'clock, 6 miles
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[TRAFFIC] A380 6nm, -1550ft. TCAS TA: Monitor closely
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[SYSTEM] TCAS WARNING: Monitoring system parameters closely
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=== FLIGHT SCENARIO #3 ===
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Flight: SWA5335 | Aircraft: B737 | Route: KATL -> KJFK
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Current State: ALT 39674ft | SPD 442kts | HDG 047° | Position: 33.6367°N, -84.4281°W
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Weather: Scattered clouds | Wind: 160°@11kts
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[NAV] Position: 33.6367°N, -84.4281°W. HDG 047°. Distance to KJFK: 764.7nm. Following flight plan route
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[PERF] Fuel: 10309 lbs remaining (5473 lbs/hr). No performance anomalies detected. ETA 22:34Z
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[WEATHER] Scattered clouds. No significant weather concerns
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[ATC/Center] SWA7709: Turn left heading 058
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=== FLIGHT SCENARIO #4 ===
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Flight: AAL9085 | Aircraft: A320 | Route: KSLC -> KDFW
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Current State: ALT 36025ft | SPD 467kts | HDG 118° | Position: 40.7884°N, -111.9778°W
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Weather: CAVOK | Wind: 209°@26kts
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[ATC/Center] AAL3410: Climb to FL372 Traffic CRJ9 at 11 o'clock, 7 miles
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[WEATHER] CAVOK. Monitoring conditions
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[ATC/Center] AAL9352: Climb to FL366
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[PERF] Fuel: 20862 lbs remaining (4952 lbs/hr). All systems operating normally. ETA 02:16Z
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[ATC/Tower] AAL7889: Turn left heading 139 Traffic A320 at 9 o'clock, 8 miles
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[ATC/Ground] AAL2200: Proceed direct to KATL
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=== FLIGHT SCENARIO #5 ===
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Flight: AAL7461 | Aircraft: B737 | Route: KDEN -> KATL
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Current State: ALT 39541ft | SPD 460kts | HDG 104° | Position: 39.8617°N, -104.6731°W
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Weather: Scattered clouds | Wind: 57°@18kts
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[PERF] Fuel: 13300 lbs remaining (5668 lbs/hr). No performance anomalies detected. ETA 18:04Z
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[ATC/Tower] AAL7678: Turn left heading 115 Traffic B737 at 4 o'clock, 14 miles
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[WEATHER] Scattered clouds. Conditions normal
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=== FLIGHT SCENARIO #6 ===
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Flight: FDX8257 | Aircraft: A320 | Route: KSEA -> KDEN
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Current State: ALT 38789ft | SPD 481kts | HDG 114° | Position: 47.4490°N, -122.3093°W
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Weather: Thunderstorms | Wind: 231°@22kts
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[NAV] Position: 47.3386°N, -122.0659°W. HDG 114°. Distance to KDEN: 1135.9nm. Tracking direct to destination
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[PERF] Fuel: 15782 lbs remaining (4751 lbs/hr). No performance anomalies detected. ETA 12:19Z
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[ATC/Tower] FDX2204: Turn right heading 105
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=== FLIGHT SCENARIO #7 ===
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Flight: AAL7377 | Aircraft: B787 | Route: KSEA -> KSLC
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Current State: ALT 42504ft | SPD 494kts | HDG 128° | Position: 47.4490°N, -122.3093°W
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Weather: Scattered clouds | Wind: 259°@16kts
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[TRAFFIC] Traffic 11nm B747, -474ft. No conflict
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[ATC/Tower] AAL2828: Proceed direct to KDEN
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[WEATHER] Scattered clouds. Conditions normal
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[NAV] Position: 47.0245°N, -121.7703°W. HDG 128°. Distance to KSLC: 696.6nm. Tracking direct to destination
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=== FLIGHT SCENARIO #8 ===
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Flight: UAL2791 | Aircraft: B787 | Route: KATL -> KDFW
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Current State: ALT 42551ft | SPD 493kts | HDG 269° | Position: 33.6367°N, -84.4281°W
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Weather: Overcast | Wind: 151°@30kts
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[WEATHER] Overcast. Conditions normal
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[TRAFFIC] B747 7nm, -1203ft. TCAS TA: Monitor closely
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[ATC/Center] UAL5879: Turn left heading 287
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[ATC/Tower] UAL2346: Proceed direct to KSEA
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=== FLIGHT SCENARIO #9 ===
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Flight: AAL5598 | Aircraft: B737 | Route: KSFO -> KMIA
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Current State: ALT 40995ft | SPD 453kts | HDG 095° | Position: 37.6189°N, -122.3750°W
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Weather: Overcast | Wind: 22°@35kts
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[NAV] Position: 37.6189°N, -122.3750°W. HDG 095°. Distance to KMIA: 2622.9nm. Following flight plan route
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[ATC/Departure] AAL9929: Climb to FL410
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[WEATHER] Overcast. No significant weather concerns
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[PERF] Fuel: 16336 lbs remaining (6004 lbs/hr). No performance anomalies detected. ETA 07:21Z
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[ATC/Tower] AAL8368: Climb to FL410
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End of preview. Expand
in Data Studio
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}}
}
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