Upload 7 files

README.txt

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+XFORC3D: SNIPER CELL - TRAINING DATA EXPORT
+=============================================
+
+Exported: 2026-01-08T02:20:14.260Z
+Player Level: 9
+Total XP: 15843
+Waves Completed: 3
+Drones Destroyed: 22
+Accuracy: 21%
+
+FILES INCLUDED:
+---------------
+1. xforc3d_training_data.json - Complete dataset in JSON format
+2. shots_data.csv - All shots fired by player and drones
+3. hits_data.csv - All hits and drone destructions
+4. level_ups_data.csv - Level progression data
+5. 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.

hits_data.csv

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+timestamp,type,wave,level,drone_id,xp_gained,damage_dealt,drone_health_remaining
+1767838749057,drone_hit,1,1,67,125,100,100
+1767838749190,drone_destroyed,1,1,67,220,,
+1767838750924,drone_hit,1,1,63,125,100,100
+1767838751278,drone_destroyed,1,1,63,220,,
+1767838755311,drone_hit,1,2,73,125,100,100
+1767838755427,drone_destroyed,1,2,73,240,,
+1767838757195,drone_hit,1,2,122,144,112,88
+1767838759715,drone_destroyed,1,2,122,240,,
+1767838762460,drone_hit,1,2,256,144,112,112
+1767838762917,drone_destroyed,1,3,256,260,,
+1767838763944,drone_hit,1,3,335,163,124,100
+1767838764174,drone_destroyed,1,3,335,260,,
+1767838766277,drone_hit,2,3,165,178,136,64
+1767838766759,drone_destroyed,2,4,165,260,,
+1767838769059,drone_hit,2,4,470,197,148,124
+1767838769193,drone_destroyed,2,4,470,280,,
+1767838771144,drone_hit,2,4,547,197,148,148
+1767838771677,drone_destroyed,2,4,547,280,,
+1767838774958,drone_hit,2,5,663,197,148,148
+1767838775526,drone_destroyed,2,5,663,300,,
+1767838778294,drone_hit,2,5,388,217,160,88
+1767838778430,drone_destroyed,2,5,388,300,,
+1767838782279,drone_hit,2,5,480,217,160,112
+1767838782892,drone_destroyed,2,6,480,300,,
+1767838784673,drone_hit,2,6,608,236,172,124
+1767838784795,drone_destroyed,2,6,608,320,,
+1767838787228,drone_hit,2,6,953,236,172,172
+1767838787477,drone_destroyed,2,6,953,320,,
+1767838790577,drone_hit,2,6,914,236,172,172
+1767838790838,drone_destroyed,2,7,914,320,,
+1767838792894,drone_hit,2,7,789,255,184,136
+1767838793123,drone_destroyed,2,7,789,340,,
+1767838795126,drone_hit,2,7,730,255,184,136
+1767838795256,drone_destroyed,2,7,730,340,,
+1767838797329,drone_hit,3,7,1190,255,184,184
+1767838797460,drone_destroyed,3,8,1190,340,,
+1767838799813,drone_hit,3,8,1196,275,196,172
+1767838800056,drone_destroyed,3,8,1196,360,,
+1767838802549,drone_hit,3,8,1304,275,196,196
+1767838804962,drone_hit,3,8,1108,275,196,172
+1767838805205,drone_destroyed,3,8,1108,360,,
+1767838806847,drone_destroyed,3,8,1304,360,,
+1767838810610,drone_hit,3,8,1251,275,196,196
+1767838810942,drone_destroyed,3,9,1251,380,,

level_ups_data.csv

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+timestamp,level,wave,damage,max_drones
+1767838755307,2,1,112,4
+1767838762904,3,1,124,4
+1767838766749,4,2,148,4
+1767838774951,5,2,160,4
+1767838782880,6,2,172,5
+1767838790831,7,2,184,5
+1767838797451,8,3,196,5
+1767838810928,9,3,208,5

shots_data.csv

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+timestamp,type,wave,level,drone_id,position
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waves_data.csv

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