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@@ -67,3 +67,165 @@ python.exe .\analyze_wotb_replays.py 20200223_0122__jylpah_T-54_grossberg.wotbre
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* Even though the code has an option to use MongoDB, you should not bother with that. The MongoDB support is solely for my own purposes and you do not need MongoDB to run the scripts.
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You can reach me via email: [[email protected]](mailto:[email protected]) or [Discord](https://discordapp.com/): Jylpah#4662. Happy tanking and stats analysis!
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## Examples
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### upload_wotb_replays.py
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```
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% ./upload_wotb_replays.py ../../replays/2020-10-24
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Replay[5]: T-54 @ Port Bay posted
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Replay[6]: T54E1 @ Winter Malinovka posted
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Replay[4]: T54E1 @ Canal posted
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Replay[2]: T-54 @ Himmelsdorf posted
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Replay[1]: Prototipo Standard B @ Oasis Palms posted
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Replay[3]: Prototipo Standard B @ Yamato Harbor posted
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Replay[7]: T-54 @ Fort Despair posted
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Replay[8]: T-54 @ Mayan Ruins posted
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Replay[11]: T-54 @ Desert Sands posted
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Replay[9]: T-54 @ Canyon posted
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Replay[10]: T-54 @ Hellas posted
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Replay[12]: T-54 @ Rockfield posted
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Replay[14]: IS-5 (Object 730) @ Vineyards posted
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Replay[15]: Sturer Emil @ New Bay posted
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Replay[13]: WZ-111G FT @ Canal posted
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Replay[17]: SU-130PM @ Castilla posted
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17 replays: 17 uploaded, 0 skipped, 0 errors
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```
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### analyze_wotb_replays.py
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#### Default options
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```
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% ./analyze_wotb_replays.py ./replays/
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Fetching player stats |███████████████████████████▉ | 1500/1727 86% ETA 0 h 0 mins
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TOTAL_______________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
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Total : 125 : 100% : 52.0% : 1780 : 58.85% : 51.55% : 51.76% : 21353 : 20981
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Battle Type_________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
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Encounter : 53 : 42% : 45.3% : 1626 : 58.85% : 51.96% : 52.39% : 20415 : 22003
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Supremacy : 72 : 58% : 56.9% : 1893 : 58.85% : 51.25% : 51.30% : 22044 : 20228
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Tier________________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
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Bottom tier : 77 : 62% : 51.9% : 1758 : 58.85% : 51.88% : 51.84% : 21669 : 21755
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Top tier : 48 : 38% : 52.1% : 1814 : 58.85% : 51.02% : 51.65% : 20847 : 19738
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Battle Mode_________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
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Burning Games : 4 : 3% : 25.0% : 1994 : 58.85% : 49.34% : 51.37% : 14873 : 17542
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Random : 89 : 71% : 60.7% : 1721 : 58.85% : 50.21% : 50.66% : 21980 : 21261
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Rating : 32 : 26% : 31.2% : 1915 : 58.85% : 55.56% : 54.87% : 20420 : 20632
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Tank________________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
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E 75 TS : 1 : 1% : 100.0% : 3221 : 58.85% : 50.41% : 46.68% : 19687 : 30106
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Emil II : 55 : 44% : 45.5% : 2039 : 58.85% : 53.08% : 53.07% : 21485 : 21209
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IS-5 (Object 730) : 1 : 1% : 100.0% : 1062 : 58.85% : 51.84% : 53.28% : 18667 : 27114
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Leo : 21 : 17% : 71.4% : 1364 : 58.85% : 50.42% : 50.70% : 23932 : 20707
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Löwe : 1 : 1% : 100.0% : 2402 : 58.85% : 46.91% : 48.25% : 23951 : 24234
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Progetto M35 mod. 46 : 7 : 6% : 28.6% : 1653 : 58.85% : 52.51% : 53.32% : 12270 : 15514
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Prototipo Standard B : 2 : 2% : 50.0% : 2190 : 58.85% : 50.94% : 53.95% : 23216 : 27703
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Strv 74 : 9 : 7% : 88.9% : 1036 : 58.85% : 49.75% : 48.56% : 15543 : 16848
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Sturer Emil : 1 : 1% : 100.0% : 699 : 58.85% : 52.00% : 50.42% : 18490 : 15746
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SU-130PM : 2 : 2% : 0.0% : 2033 : 58.85% : 48.57% : 51.73% : 14783 : 17109
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T 55A : 12 : 10% : 50.0% : 1735 : 58.85% : 49.48% : 50.43% : 22241 : 23411
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T-54 : 8 : 6% : 25.0% : 1802 : 58.85% : 49.56% : 50.45% : 28310 : 24777
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T-54 first prototype : 1 : 1% : 0.0% : 1858 : 58.85% : 50.25% : 50.58% : 13556 : 17701
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T54E1 : 2 : 2% : 50.0% : 1750 : 58.85% : 51.00% : 51.63% : 25050 : 20464
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Type 62 : 1 : 1% : 0.0% : 1153 : 58.85% : 55.31% : 54.14% : 12027 : 13767
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WZ-111G FT : 1 : 1% : 100.0% : 3213 : 58.85% : 52.50% : 50.01% : 33311 : 22620
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```
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#### --mode team --hist
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--mode team: Team stats
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--hist: Prints a histogram of alliied/enemy player stats
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```
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% ./analyze_wotb_replays.py --mode team --hist --extra room_type ./replays/
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Fetching player stats |███████████████████████████▉ | 1500/1727 86% ETA 0 h 0 mins
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TOTAL_______________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
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Total : 125 : 58.85% : 51.55% : 51.76% : 21353 : 20981 : 1130 : 1144
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Battle Type_________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
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Encounter : 53 : 58.85% : 51.96% : 52.39% : 20415 : 22003 : 1135 : 1169
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Supremacy : 72 : 58.85% : 51.25% : 51.30% : 22044 : 20228 : 1127 : 1125
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Tier________________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
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Bottom tier : 77 : 58.85% : 51.88% : 51.84% : 21669 : 21755 : 1193 : 1184
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Top tier : 48 : 58.85% : 51.02% : 51.65% : 20847 : 19738 : 1030 : 1079
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Battle Mode_________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
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Burning Games : 4 : 58.85% : 49.34% : 51.37% : 14873 : 17542 : 1021 : 1049
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Random : 89 : 58.85% : 50.21% : 50.66% : 21980 : 21261 : 1062 : 1079
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Rating : 32 : 58.85% : 55.56% : 54.87% : 20420 : 20632 : 1335 : 1337
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Tank________________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
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E 75 TS : 1 : 58.85% : 50.41% : 46.68% : 19687 : 30106 : 1035 : 829
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Emil II : 55 : 58.85% : 53.08% : 53.07% : 21485 : 21209 : 1252 : 1263
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IS-5 (Object 730) : 1 : 58.85% : 51.84% : 53.28% : 18667 : 27114 : 1204 : 1120
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Leo : 21 : 58.85% : 50.42% : 50.70% : 23932 : 20707 : 1027 : 1030
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Löwe : 1 : 58.85% : 46.91% : 48.25% : 23951 : 24234 : 933 : 919
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Progetto M35 mod. 46 : 7 : 58.85% : 52.51% : 53.32% : 12270 : 15514 : 1108 : 1123
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Prototipo Standard B : 2 : 58.85% : 50.94% : 53.95% : 23216 : 27703 : 1019 : 1307
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Strv 74 : 9 : 58.85% : 49.75% : 48.56% : 15543 : 16848 : 893 : 838
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Sturer Emil : 1 : 58.85% : 52.00% : 50.42% : 18490 : 15746 : 1143 : 972
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SU-130PM : 2 : 58.85% : 48.57% : 51.73% : 14783 : 17109 : 985 : 1024
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T 55A : 12 : 58.85% : 49.48% : 50.43% : 22241 : 23411 : 1058 : 1103
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T-54 : 8 : 58.85% : 49.56% : 50.45% : 28310 : 24777 : 1051 : 1147
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T-54 first prototype : 1 : 58.85% : 50.25% : 50.58% : 13556 : 17701 : 1023 : 971
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T54E1 : 2 : 58.85% : 51.00% : 51.63% : 25050 : 20464 : 1148 : 1109
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Type 62 : 1 : 58.85% : 55.31% : 54.14% : 12027 : 13767 : 1082 : 1317
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WZ-111G FT : 1 : 58.85% : 52.50% : 50.01% : 33311 : 22620 : 1239 : 1070
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Player Histograms______
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Win rate | Allies | Enemies | TOTAL
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0% - 35% | 0 ( 0.0%) | 0 ( 0.0%) | 0 ( 0.0%)
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35% - 40% | 3 ( 0.4%) | 8 ( 0.9%) | 11 ( 0.7%)
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40% - 45% | 72 ( 9.9%) | 104 (11.9%) | 176 (11.0%)
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45% - 48% | 142 (19.5%) | 148 (16.9%) | 290 (18.1%)
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48% - 50% | 121 (16.6%) | 111 (12.7%) | 232 (14.5%)
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50% - 52% | 108 (14.9%) | 132 (15.1%) | 240 (15.0%)
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52% - 55% | 110 (15.1%) | 144 (16.5%) | 254 (15.9%)
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55% - 60% | 104 (14.3%) | 140 (16.0%) | 244 (15.2%)
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60% - 65% | 39 ( 5.4%) | 60 ( 6.9%) | 99 ( 6.2%)
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65% - 70% | 18 ( 2.5%) | 16 ( 1.8%) | 34 ( 2.1%)
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70% - | 10 ( 1.4%) | 12 ( 1.4%) | 22 ( 1.4%)
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Avg. Dmg. | Allies | Enemies | TOTAL
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0 - 200 | 0 ( 0.0%) | 1 ( 0.1%) | 1 ( 0.1%)
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200 - 300 | 0 ( 0.0%) | 2 ( 0.2%) | 2 ( 0.1%)
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300 - 400 | 6 ( 0.8%) | 8 ( 0.9%) | 14 ( 0.9%)
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400 - 500 | 14 ( 1.9%) | 22 ( 2.5%) | 36 ( 2.2%)
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500 - 600 | 31 ( 4.3%) | 30 ( 3.4%) | 61 ( 3.8%)
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600 - 700 | 45 ( 6.2%) | 61 ( 7.0%) | 106 ( 6.6%)
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700 - 800 | 52 ( 7.2%) | 70 ( 8.0%) | 122 ( 7.6%)
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800 - 900 | 67 ( 9.2%) | 80 ( 9.1%) | 147 ( 9.2%)
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900 - 1000 | 77 (10.6%) | 82 ( 9.4%) | 159 ( 9.9%)
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1000 - 1100 | 95 (13.1%) | 80 ( 9.1%) | 175 (10.9%)
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1100 - 1200 | 75 (10.3%) | 80 ( 9.1%) | 155 ( 9.7%)
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1200 - 1300 | 66 ( 9.1%) | 83 ( 9.5%) | 149 ( 9.3%)
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1300 - 1400 | 44 ( 6.1%) | 62 ( 7.1%) | 106 ( 6.6%)
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1400 - 1500 | 34 ( 4.7%) | 43 ( 4.9%) | 77 ( 4.8%)
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1500 - 1750 | 63 ( 8.7%) | 104 (11.9%) | 167 (10.4%)
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1750 - 2000 | 33 ( 4.5%) | 35 ( 4.0%) | 68 ( 4.2%)
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2000 - 2250 | 16 ( 2.2%) | 19 ( 2.2%) | 35 ( 2.2%)
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2250 - 2500 | 6 ( 0.8%) | 7 ( 0.8%) | 13 ( 0.8%)
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2500 - 2750 | 3 ( 0.4%) | 4 ( 0.5%) | 7 ( 0.4%)
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2750 - 3000 | 0 ( 0.0%) | 1 ( 0.1%) | 1 ( 0.1%)
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3000 - | 0 ( 0.0%) | 1 ( 0.1%) | 1 ( 0.1%)
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Battles | Allies | Enemies | TOTAL
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0k - 1k | 9 ( 1.2%) | 8 ( 0.9%) | 17 ( 1.1%)
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1k - 2k | 20 ( 2.8%) | 20 ( 2.3%) | 40 ( 2.5%)
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2k - 5k | 46 ( 6.3%) | 58 ( 6.6%) | 104 ( 6.5%)
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5k - 7k | 84 (11.6%) | 116 (13.3%) | 200 (12.5%)
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7k - 10k | 96 (13.2%) | 112 (12.8%) | 208 (13.0%)
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10k - 15k | 103 (14.2%) | 126 (14.4%) | 229 (14.3%)
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15k - 25k | 145 (19.9%) | 167 (19.1%) | 312 (19.5%)
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25k - 50k | 167 (23.0%) | 204 (23.3%) | 371 (23.2%)
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50k - | 57 ( 7.8%) | 64 ( 7.3%) | 121 ( 7.6%)
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```
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