metadata
dict | training_data
dict | game_state
dict | settings
dict |
|---|---|---|---|
{
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|
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"drone_id": 1251,
"xp_gained": 275,
"damage_dealt": 196,
"drone_health_remaining": 196,
"position": null
},
{
"timestamp": 1767838810942,
"type": "drone_destroyed",
"wave": 3,
"level": 9,
"drone_id": 1251,
"xp_gained": 380,
"damage_dealt": null,
"drone_health_remaining": null,
"position": {
"x": 116.13304193698394,
"y": 67.71134795757766,
"z": 49.2060013630462
}
}
],
"levelUps": [
{
"timestamp": 1767838755307,
"level": 2,
"wave": 1,
"damage": 112,
"max_drones": 4
},
{
"timestamp": 1767838762904,
"level": 3,
"wave": 1,
"damage": 124,
"max_drones": 4
},
{
"timestamp": 1767838766749,
"level": 4,
"wave": 2,
"damage": 148,
"max_drones": 4
},
{
"timestamp": 1767838774951,
"level": 5,
"wave": 2,
"damage": 160,
"max_drones": 4
},
{
"timestamp": 1767838782880,
"level": 6,
"wave": 2,
"damage": 172,
"max_drones": 5
},
{
"timestamp": 1767838790831,
"level": 7,
"wave": 2,
"damage": 184,
"max_drones": 5
},
{
"timestamp": 1767838797451,
"level": 8,
"wave": 3,
"damage": 196,
"max_drones": 5
},
{
"timestamp": 1767838810928,
"level": 9,
"wave": 3,
"damage": 208,
"max_drones": 5
}
],
"waves": [
{
"timestamp": 1767838764229,
"wave": 1,
"level": 3,
"drones_destroyed": 6,
"accuracy": 20
},
{
"timestamp": 1767838795337,
"wave": 2,
"level": 7,
"drones_destroyed": 17,
"accuracy": 21
}
],
"currentSession": {
"startTime": 1767838745977,
"endTime": 1767838814254,
"totalXP": 15843,
"levelsGained": 8,
"wavesCompleted": 2
}
}
|
{
"level": 9,
"xp": 519,
"totalXP": 15843,
"wave": 3,
"droneKills": 5,
"dronesDestroyedTotal": 22,
"damage": 208,
"stats": {
"shotsFired": 207,
"shotsHit": 44,
"dronesDestroyed": 22,
"totalDrones": 27,
"accuracy": 21,
"maxDrones": 5
}
}
|
{
"XP_LOSS_RATE": 0.25,
"max_drones_by_tier": {
"1-10": "4-5 drones max",
"11-20": "6 drones max",
"21-30": "7 drones max",
"31-40": "8 drones max",
"41-50": "9 drones max",
"51-99": "10 drones max"
}
}
|
_____ _ _ ___________ ___________ _____ _____ _ _ / ___| \ | |_ _| ___ \ ___| ___ \ / __ \| ___| | | | \ `--.| \| | | | | |_/ / |__ | |_/ / | / \/| |__ | | | | `--. \ . ` | | | | __/| __|| / | | | __|| | | | /\__/ / |\ |_| |_| | | |___| |\ \ | \__/\| |___| |____| |____ \____/\_| \_/\___/\_| \____/\_| \_| \____/\____/\_____/\_____/
XFORC3D: SNIPER CELL - TRAINING DATA EXPORT
This dataset was created with XFORC3D: SNIPER CELL by webXOS located in the /gym/ folder
Exported: 2026-01-08T02:20:14.260Z Player Level: 9 Total XP: 15843 Waves Completed: 3 Drones Destroyed: 22 Accuracy: 21%
FILES INCLUDED:
- xforc3d_training_data.json - Complete dataset in JSON format
- shots_data.csv - All shots fired by player and drones
- hits_data.csv - All hits and drone destructions
- level_ups_data.csv - Level progression data
- waves_data.csv - Wave completion data
DATA STRUCTURE:
- Each action is timestamped for time-series analysis
- XP rewards and penalties are recorded
- Position data for spatial analysis
- Level-based difficulty scaling included
TIERED DRONE SYSTEM:
Level 1-10: 4-5 drones max Level 11-20: 6 drones max Level 21-30: 7 drones max Level 31-40: 8 drones max Level 41-50: 9 drones max Level 51-99: 10 drones max
USE FOR TRAINING:
This data can be used to train reinforcement learning models for drone combat AI, player behavior prediction, or difficulty balancing algorithms.
COMPRESSION:
This ZIP file supports GZIP, ZSTD, BZ2, LZ4, and LZMA decompression.
DEVELOPER
webXOS
webxos.netlify.app
huggingface.co/webXOS
github.com/webXOS
x.com/webXOS
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