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dechert
2023-03-30 15:36:02 +02:00
parent add7a566d5
commit 4332a35f4a
20 changed files with 649 additions and 368 deletions
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102
jupyter/AoE.postman_collection.json Normal file
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{
"info": {
"_postman_id": "9c561d84-43c5-4557-924f-d97fbbcf6ee6",
"name": "AoE",
"schema": "https://schema.getpostman.com/json/collection/v2.1.0/collection.json",
"_exporter_id": "7683507"
},
"item": [
{
"name": "Liquipedia API",
"item": [
{
"name": "Liquipedia",
"request": {
"method": "GET",
"header": [],
"url": {
"raw": "https://aoe2cm.net/api/draft/SjcLu",
"protocol": "https",
"host": [
"aoe2cm",
"net"
],
"path": [
"api",
"draft",
"SjcLu"
]
}
},
"response": []
}
]
},
{
"name": "Captains Mode API",
"item": [
{
"name": "Get finished Draft",
"request": {
"method": "GET",
"header": [],
"url": {
"raw": "https://aoe2cm.net/api/draft/SjcLu",
"protocol": "https",
"host": [
"aoe2cm",
"net"
],
"path": [
"api",
"draft",
"SjcLu"
]
}
},
"response": []
},
{
"name": "API connections",
"request": {
"method": "GET",
"header": [],
"url": {
"raw": "https://aoe2cm.net/api/connections",
"protocol": "https",
"host": [
"aoe2cm",
"net"
],
"path": [
"api",
"connections"
]
}
},
"response": []
},
{
"name": "Recent Drafts",
"request": {
"method": "GET",
"header": [],
"url": {
"raw": "https://aoe2cm.net/api/recentdrafts",
"protocol": "https",
"host": [
"aoe2cm",
"net"
],
"path": [
"api",
"recentdrafts"
]
}
},
"response": []
}
]
}
]
}

7
jupyter/Dockerfile Normal file
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# Start from a core stack version
FROM jupyter/datascience-notebook:2023-02-28
# Install from the requirements.txt file
COPY --chown=${NB_UID}:${NB_GID} requirements.txt /tmp/
RUN pip install --no-cache-dir --requirement /tmp/requirements.txt && \
fix-permissions "${CONDA_DIR}" && \
fix-permissions "/home/${NB_USER}"

195
jupyter/NAC 4 civ stats - Total.csv Normal file
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,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Civ stats - Total,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Drafts concluded:,122,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Maps played:,497,
,,,Aztecs,Bengalis,Berbers,Bohemians,Britons,Bulgarians,Burgundians,Burmese,Byzantines,Celts,Chinese,Cumans,Dravidians,Ethiopians,Franks,Goths,Gurjaras,Hindustanis,Huns,Incas,Italians,Japanese,Khmer,Koreans,Lithuanians,Magyars,Malay,Malians,Mayans,Mongols,Persians,Poles,Portuguese,Saracens,Sicilians,Slavs,Spanish,Tatars,Teutons,Turks,Vietnamese,Vikings
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,Aztecs,Bengalis,Berbers,Bohemians,Britons,Bulgarians,Burgundians,Burmese,Byzantines,Celts,Chinese,Cumans,Dravidians,Ethiopians,Franks,Goths,Gurjaras,Hindustanis,Huns,Incas,Italians,Japanese,Khmer,Koreans,Lithuanians,Magyars,Malay,Malians,Mayans,Mongols,Persians,Poles,Portuguese,Saracens,Sicilians,Slavs,Spanish,Tatars,Teutons,Turks,Vietnamese,Vikings
,Times banned,,15,3,3,3,1,1,15,1,17,0,2,30,3,1,3,0,13,23,0,0,2,10,5,0,21,1,3,0,14,9,12,13,17,2,0,0,0,2,0,8,0,1
,Times sniped,,11,0,3,0,4,1,24,0,15,0,6,12,2,0,2,0,3,35,0,0,1,17,13,0,22,0,0,0,10,14,9,12,23,0,0,0,0,0,0,5,0,0
,Times drafted,,66,30,72,24,34,33,69,16,92,1,73,56,64,7,46,8,62,95,20,4,67,93,82,8,94,27,19,32,77,73,59,71,82,12,1,1,9,23,2,50,1,17
,Seen in % of drafts,,66%,27%,61%,22%,29%,28%,69%,14%,89%,1%,61%,70%,55%,7%,40%,7%,61%,97%,16%,3%,57%,84%,71%,7%,94%,23%,18%,26%,75%,67%,58%,69%,81%,11%,1%,1%,7%,20%,2%,48%,1%,15%
,Times played,,38,19,39,12,13,16,30,9,48,0,42,31,45,6,26,7,38,44,14,2,41,55,47,2,55,19,10,22,47,41,33,32,43,6,0,1,3,13,2,30,1,12
,Seen in % of series,,31%,16%,32%,10%,11%,13%,25%,7%,39%,0%,34%,25%,37%,5%,21%,6%,31%,36%,11%,2%,34%,45%,39%,2%,45%,16%,8%,18%,39%,34%,27%,26%,35%,5%,0%,1%,2%,11%,2%,25%,1%,10%
,Won,,25,6,18,4,4,7,16,6,23,0,17,20,23,3,10,5,23,19,9,0,22,30,17,0,24,8,6,10,28,17,18,18,30,3,0,1,1,6,1,13,0,6
,Lost,,13,13,21,8,9,9,14,3,25,0,25,11,22,3,16,2,15,25,5,2,19,25,30,2,31,11,4,12,19,24,15,14,13,3,0,0,2,7,1,17,1,6
,Win%,,66%,32%,46%,33%,31%,44%,53%,67%,48%,-,40%,65%,51%,50%,38%,71%,61%,43%,64%,0%,54%,55%,36%,0%,44%,42%,60%,45%,60%,41%,55%,56%,70%,50%,-,100%,33%,46%,50%,43%,0%,50%
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,African Reed Beds,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,83,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,28,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,30,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,6%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,0,0,9,0,0,1,0,1,0,0,0,0,4,0,4,0,2,1,2,1,3,10,1,1,3,1,1,4,0,9,1,0,0,0,0,0,1,0,0,0,0,0
,Seen on % of maps,,0%,0%,30%,0%,0%,3%,0%,3%,0%,0%,0%,0%,13%,0%,13%,0%,7%,3%,7%,3%,10%,33%,3%,3%,10%,3%,3%,13%,0%,30%,3%,0%,0%,0%,0%,0%,3%,0%,0%,0%,0%,0%
,Won,,0,0,5,0,0,1,0,1,0,0,0,0,1,0,1,0,1,1,1,0,1,8,1,0,1,1,1,1,0,3,0,0,0,0,0,0,1,0,0,0,0,0
,Lost,,0,0,4,0,0,0,0,0,0,0,0,0,3,0,3,0,1,0,1,1,2,2,0,1,2,0,0,3,0,6,1,0,0,0,0,0,0,0,0,0,0,0
,Win%,,-,-,56%,-,-,100%,-,100%,-,-,-,-,25%,-,25%,-,50%,100%,50%,0%,33%,80%,100%,0%,33%,100%,100%,25%,-,33%,0%,-,-,-,-,-,100%,-,-,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Arabia,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,43,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,70,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,59,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,12%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,14,0,0,0,0,0,3,0,4,0,17,4,0,1,7,0,5,11,2,0,1,2,2,0,5,1,0,0,24,5,0,4,3,0,0,0,0,2,0,0,1,0
,Seen on % of maps,,24%,0%,0%,0%,0%,0%,5%,0%,7%,0%,29%,7%,0%,2%,12%,0%,8%,19%,3%,0%,2%,3%,3%,0%,8%,2%,0%,0%,41%,8%,0%,7%,5%,0%,0%,0%,0%,3%,0%,0%,2%,0%
,Won,,10,0,0,0,0,0,2,0,2,0,5,2,0,1,4,0,2,4,1,0,1,1,0,0,1,1,0,0,15,3,0,2,2,0,0,0,0,0,0,0,0,0
,Lost,,4,0,0,0,0,0,1,0,2,0,12,2,0,0,3,0,3,7,1,0,0,1,2,0,4,0,0,0,9,2,0,2,1,0,0,0,0,2,0,0,1,0
,Win%,,71%,-,-,-,-,-,67%,-,50%,-,29%,50%,-,100%,57%,-,40%,36%,50%,-,100%,50%,0%,-,20%,100%,-,-,63%,60%,-,50%,67%,-,-,-,-,0%,-,-,0%,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Dry Graveyards,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,91,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,17,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,26,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,5%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,3,0,3,0,0,2,2,0,0,0,1,1,0,0,5,0,3,6,7,0,0,2,2,0,6,4,0,0,1,0,0,0,1,1,0,0,0,2,0,0,0,0
,Seen on % of maps,,12%,0%,12%,0%,0%,8%,8%,0%,0%,0%,4%,4%,0%,0%,19%,0%,12%,23%,27%,0%,0%,8%,8%,0%,23%,15%,0%,0%,4%,0%,0%,0%,4%,4%,0%,0%,0%,8%,0%,0%,0%,0%
,Won,,1,0,1,0,0,0,2,0,0,0,0,1,0,0,0,0,2,4,4,0,0,0,0,0,5,2,0,0,1,0,0,0,1,0,0,0,0,2,0,0,0,0
,Lost,,2,0,2,0,0,2,0,0,0,0,1,0,0,0,5,0,1,2,3,0,0,2,2,0,1,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
,Win%,,33%,-,33%,-,-,0%,100%,-,-,-,0%,100%,-,-,0%,-,67%,67%,57%,-,-,0%,0%,-,83%,50%,-,-,100%,-,-,-,100%,0%,-,-,-,100%,-,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Enclosed,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,76,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,29,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,37,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,7%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,2,0,7,2,0,1,4,0,0,0,19,4,3,1,0,0,3,6,0,0,1,1,3,0,0,1,0,0,6,4,0,2,4,0,0,0,0,0,0,0,0,0
,Seen on % of maps,,5%,0%,19%,5%,0%,3%,11%,0%,0%,0%,51%,11%,8%,3%,0%,0%,8%,16%,0%,0%,3%,3%,8%,0%,0%,3%,0%,0%,16%,11%,0%,5%,11%,0%,0%,0%,0%,0%,0%,0%,0%,0%
,Won,,1,0,4,0,0,0,1,0,0,0,11,3,1,1,0,0,2,1,0,0,1,0,2,0,0,0,0,0,3,1,0,1,4,0,0,0,0,0,0,0,0,0
,Lost,,1,0,3,2,0,1,3,0,0,0,8,1,2,0,0,0,1,5,0,0,0,1,1,0,0,1,0,0,3,3,0,1,0,0,0,0,0,0,0,0,0,0
,Win%,,50%,-,57%,0%,-,0%,25%,-,-,-,58%,75%,33%,100%,-,-,67%,17%,-,-,100%,0%,67%,-,-,0%,-,-,50%,25%,-,50%,100%,-,-,-,-,-,-,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Fortified Clearing,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,91,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,30,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,23,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,5%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,3,8,0,2,0,0,5,4,0,0,0,2,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,1,0,0,3,3,2,0,0,0,1,0,9,0,0
,Seen on % of maps,,13%,35%,0%,9%,0%,0%,22%,17%,0%,0%,0%,9%,0%,0%,0%,0%,4%,0%,0%,0%,0%,0%,9%,0%,0%,0%,0%,0%,4%,0%,0%,13%,13%,9%,0%,0%,0%,4%,0%,39%,0%,0%
,Won,,3,2,0,1,0,0,4,3,0,0,0,2,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,1,0,0,0,0,0,2,0,0
,Lost,,0,6,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,2,1,0,0,0,1,0,7,0,0
,Win%,,100%,25%,-,50%,-,-,80%,75%,-,-,-,100%,-,-,-,-,100%,-,-,-,-,-,50%,-,-,-,-,-,100%,-,-,33%,33%,50%,-,-,-,0%,-,22%,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Frigid Lake,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,63,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,48,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,48,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,10%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,1,0,2,0,0,0,0,0,7,0,0,0,1,1,0,0,3,4,0,0,7,7,27,0,11,0,1,0,3,1,19,0,1,0,0,0,0,0,0,0,0,0
,Seen on % of maps,,2%,0%,4%,0%,0%,0%,0%,0%,15%,0%,0%,0%,2%,2%,0%,0%,6%,8%,0%,0%,15%,15%,56%,0%,23%,0%,2%,0%,6%,2%,40%,0%,2%,0%,0%,0%,0%,0%,0%,0%,0%,0%
,Won,,1,0,1,0,0,0,0,0,3,0,0,0,1,1,0,0,0,1,0,0,6,2,10,0,5,0,1,0,1,0,14,0,1,0,0,0,0,0,0,0,0,0
,Lost,,0,0,1,0,0,0,0,0,4,0,0,0,0,0,0,0,3,3,0,0,1,5,17,0,6,0,0,0,2,1,5,0,0,0,0,0,0,0,0,0,0,0
,Win%,,100%,-,50%,-,-,-,-,-,43%,-,-,-,100%,100%,-,-,0%,25%,-,-,86%,29%,37%,-,45%,-,100%,-,33%,0%,74%,-,100%,-,-,-,-,-,-,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Golden Lakes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,92,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,28,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,21,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,4%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,1,0,3,0,0,0,0,1,3,0,0,0,1,0,0,0,0,0,2,0,5,5,0,0,5,0,5,5,0,0,2,0,3,0,0,0,0,0,1,0,0,0
,Seen on % of maps,,5%,0%,14%,0%,0%,0%,0%,5%,14%,0%,0%,0%,5%,0%,0%,0%,0%,0%,10%,0%,24%,24%,0%,0%,24%,0%,24%,24%,0%,0%,10%,0%,14%,0%,0%,0%,0%,0%,5%,0%,0%,0%
,Won,,1,0,2,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,2,0,3,3,0,0,1,0,2,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0
,Lost,,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,2,2,0,0,4,0,3,2,0,0,1,0,3,0,0,0,0,0,1,0,0,0
,Win%,,100%,-,67%,-,-,-,-,100%,67%,-,-,-,0%,-,-,-,-,-,100%,-,60%,60%,-,-,20%,-,40%,60%,-,-,50%,-,0%,-,-,-,-,-,0%,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Golden Swamp,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,78,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,38,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,33,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,7%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,0,2,2,0,4,0,0,0,11,0,0,0,6,0,0,0,1,1,0,0,5,1,0,0,7,0,2,1,1,4,5,0,4,0,0,0,0,0,0,2,0,7
,Seen on % of maps,,0%,6%,6%,0%,12%,0%,0%,0%,33%,0%,0%,0%,18%,0%,0%,0%,3%,3%,0%,0%,15%,3%,0%,0%,21%,0%,6%,3%,3%,12%,15%,0%,12%,0%,0%,0%,0%,0%,0%,6%,0%,21%
,Won,,0,1,2,0,2,0,0,0,5,0,0,0,2,0,0,0,1,0,0,0,1,0,0,0,3,0,2,1,1,2,2,0,3,0,0,0,0,0,0,1,0,4
,Lost,,0,1,0,0,2,0,0,0,6,0,0,0,4,0,0,0,0,1,0,0,4,1,0,0,4,0,0,0,0,2,3,0,1,0,0,0,0,0,0,1,0,3
,Win%,,-,50%,100%,-,50%,-,-,-,45%,-,-,-,33%,-,-,-,100%,0%,-,-,20%,0%,-,-,43%,-,100%,100%,100%,50%,40%,-,75%,-,-,-,-,-,-,50%,-,57%
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Hippo Arena,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,57,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,63,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,49,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,10%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,0,2,0,8,5,0,13,0,1,0,0,9,0,0,0,0,2,4,0,0,3,0,4,0,0,1,0,0,1,0,0,17,7,0,0,0,1,0,1,19,0,0
,Seen on % of maps,,0%,4%,0%,16%,10%,0%,27%,0%,2%,0%,0%,18%,0%,0%,0%,0%,4%,8%,0%,0%,6%,0%,8%,0%,0%,2%,0%,0%,2%,0%,0%,35%,14%,0%,0%,0%,2%,0%,2%,39%,0%,0%
,Won,,0,0,0,3,1,0,6,0,0,0,0,6,0,0,0,0,1,2,0,0,1,0,2,0,0,0,0,0,1,0,0,11,4,0,0,0,0,0,1,10,0,0
,Lost,,0,2,0,5,4,0,7,0,1,0,0,3,0,0,0,0,1,2,0,0,2,0,2,0,0,1,0,0,0,0,0,6,3,0,0,0,1,0,0,9,0,0
,Win%,,-,0%,-,38%,20%,-,46%,-,0%,-,-,67%,-,-,-,-,50%,50%,-,-,33%,-,50%,-,-,0%,-,-,100%,-,-,65%,57%,-,-,-,0%,-,100%,53%,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Hippopotamus,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,89,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,30,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,28,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,6%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,3,0,8,0,1,0,0,0,1,0,0,1,10,1,0,0,0,1,0,0,0,7,0,0,6,0,0,8,2,5,1,1,0,0,0,0,0,0,0,0,0,0
,Seen on % of maps,,11%,0%,29%,0%,4%,0%,0%,0%,4%,0%,0%,4%,36%,4%,0%,0%,0%,4%,0%,0%,0%,25%,0%,0%,21%,0%,0%,29%,7%,18%,4%,4%,0%,0%,0%,0%,0%,0%,0%,0%,0%,0%
,Won,,1,0,3,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,5,0,0,3,0,0,4,2,1,0,0,0,0,0,0,0,0,0,0,0,0
,Lost,,2,0,5,0,1,0,0,0,1,0,0,1,1,1,0,0,0,1,0,0,0,2,0,0,3,0,0,4,0,4,1,1,0,0,0,0,0,0,0,0,0,0
,Win%,,33%,-,38%,-,0%,-,-,-,0%,-,-,0%,90%,0%,-,-,-,0%,-,-,-,71%,-,-,50%,-,-,50%,100%,20%,0%,0%,-,-,-,-,-,-,-,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Kawasan,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,75,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,35,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,38,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,8%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,4,2,1,0,0,0,0,0,16,0,0,0,7,0,0,0,1,1,0,0,5,10,0,0,5,0,1,4,0,1,4,0,13,0,0,1,0,0,0,0,0,0
,Seen on % of maps,,11%,5%,3%,0%,0%,0%,0%,0%,42%,0%,0%,0%,18%,0%,0%,0%,3%,3%,0%,0%,13%,26%,0%,0%,13%,0%,3%,11%,0%,3%,11%,0%,34%,0%,0%,3%,0%,0%,0%,0%,0%,0%
,Won,,4,0,0,0,0,0,0,0,6,0,0,0,3,0,0,0,1,0,0,0,2,6,0,0,2,0,0,1,0,0,1,0,11,0,0,1,0,0,0,0,0,0
,Lost,,0,2,1,0,0,0,0,0,10,0,0,0,4,0,0,0,0,1,0,0,3,4,0,0,3,0,1,3,0,1,3,0,2,0,0,0,0,0,0,0,0,0
,Win%,,100%,0%,0%,-,-,-,-,-,38%,-,-,-,43%,-,-,-,100%,0%,-,-,40%,60%,-,-,40%,-,0%,25%,-,0%,25%,-,85%,-,-,100%,-,-,-,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Morass,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,96,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,22,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,19,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,4%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,1,0,0,0,0,9,0,2,0,0,0,2,1,0,0,3,1,1,1,0,1,6,0,0,1,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
,Seen on % of maps,,5%,0%,0%,0%,0%,47%,0%,11%,0%,0%,0%,11%,5%,0%,0%,16%,5%,5%,5%,0%,5%,32%,0%,0%,5%,42%,0%,0%,0%,0%,0%,0%,0%,0%,0%,0%,0%,0%,0%,0%,0%,5%
,Won,,0,0,0,0,0,4,0,1,0,0,0,2,0,0,0,3,0,1,1,0,1,2,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
,Lost,,1,0,0,0,0,5,0,1,0,0,0,0,1,0,0,0,1,0,0,0,0,4,0,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
,Win%,,0%,-,-,-,-,44%,-,50%,-,-,-,100%,0%,-,-,100%,0%,100%,100%,-,100%,33%,-,-,0%,50%,-,-,-,-,-,-,-,-,-,-,-,-,-,-,-,0%
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Northern Isles,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,94,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,24,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,19,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,4%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,0,5,0,0,0,0,1,0,3,0,0,0,8,0,0,0,0,0,0,0,10,1,0,1,1,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,4
,Seen on % of maps,,0%,26%,0%,0%,0%,0%,5%,0%,16%,0%,0%,0%,42%,0%,0%,0%,0%,0%,0%,0%,53%,5%,0%,5%,5%,0%,0%,0%,0%,0%,5%,0%,16%,0%,0%,0%,0%,0%,0%,0%,0%,21%
,Won,,0,3,0,0,0,0,0,0,3,0,0,0,3,0,0,0,0,0,0,0,5,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,2
,Lost,,0,2,0,0,0,0,1,0,0,0,0,0,5,0,0,0,0,0,0,0,5,0,0,1,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,2
,Win%,,-,60%,-,-,-,-,0%,-,100%,-,-,-,38%,-,-,-,-,-,-,-,50%,100%,-,0%,0%,-,-,-,-,-,0%,-,67%,-,-,-,-,-,-,-,-,50%
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Outcrop,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,77,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,26,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,36,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,7%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,5,0,3,0,3,0,2,0,2,0,5,8,0,2,0,0,10,6,0,1,0,1,0,0,2,0,0,0,6,1,0,3,0,3,0,0,1,8,0,0,0,0
,Seen on % of maps,,14%,0%,8%,0%,8%,0%,6%,0%,6%,0%,14%,22%,0%,6%,0%,0%,28%,17%,0%,3%,0%,3%,0%,0%,6%,0%,0%,0%,17%,3%,0%,8%,0%,8%,0%,0%,3%,22%,0%,0%,0%,0%
,Won,,2,0,0,0,1,0,1,0,2,0,1,4,0,0,0,0,8,4,0,0,0,1,0,0,1,0,0,0,3,0,0,2,0,2,0,0,0,4,0,0,0,0
,Lost,,3,0,3,0,2,0,1,0,0,0,4,4,0,2,0,0,2,2,0,1,0,0,0,0,1,0,0,0,3,1,0,1,0,1,0,0,1,4,0,0,0,0
,Win%,,40%,-,0%,-,33%,-,50%,-,100%,-,20%,50%,-,0%,-,-,80%,67%,-,0%,-,100%,-,-,50%,-,-,-,50%,0%,-,67%,-,67%,-,-,0%,50%,-,-,-,-
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Rocky Forest,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times banned:,83,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times picked:,32,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Total times played:,31,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,% of all played maps:,6%,
,,, ,,,, ,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,Times played,,1,0,1,0,0,3,0,1,0,0,0,0,4,0,10,4,6,2,0,0,0,2,6,0,3,3,0,0,2,11,0,2,1,0,0,0,0,0,0,0,0,0
,Seen on % of maps,,3%,0%,3%,0%,0%,10%,0%,3%,0%,0%,0%,0%,13%,0%,32%,13%,19%,6%,0%,0%,0%,6%,19%,0%,10%,10%,0%,0%,6%,35%,0%,6%,3%,0%,0%,0%,0%,0%,0%,0%,0%,0%
,Won,,1,0,0,0,0,2,0,0,0,0,0,0,3,0,5,2,4,1,0,0,0,1,1,0,2,0,0,0,0,7,0,1,1,0,0,0,0,0,0,0,0,0
,Lost,,0,0,1,0,0,1,0,1,0,0,0,0,1,0,5,2,2,1,0,0,0,1,5,0,1,3,0,0,2,4,0,1,0,0,0,0,0,0,0,0,0,0
,Win%,,100%,-,0%,-,-,67%,-,0%,-,-,-,-,75%,-,50%,50%,67%,50%,-,-,-,50%,17%,-,67%,0%,-,-,0%,64%,-,50%,100%,-,-,-,-,-,-,-,-,-
1
2 Civ stats - Total Drafts concluded: 122
3 Maps played: 497
4 Aztecs Bengalis Berbers Bohemians Britons Bulgarians Burgundians Burmese Byzantines Celts Chinese Cumans Dravidians Ethiopians Franks Goths Gurjaras Hindustanis Huns Incas Italians Japanese Khmer Koreans Lithuanians Magyars Malay Malians Mayans Mongols Persians Poles Portuguese Saracens Sicilians Slavs Spanish Tatars Teutons Turks Vietnamese Vikings
5
6 Aztecs Bengalis Berbers Bohemians Britons Bulgarians Burgundians Burmese Byzantines Celts Chinese Cumans Dravidians Ethiopians Franks Goths Gurjaras Hindustanis Huns Incas Italians Japanese Khmer Koreans Lithuanians Magyars Malay Malians Mayans Mongols Persians Poles Portuguese Saracens Sicilians Slavs Spanish Tatars Teutons Turks Vietnamese Vikings
7 Times banned 15 3 3 3 1 1 15 1 17 0 2 30 3 1 3 0 13 23 0 0 2 10 5 0 21 1 3 0 14 9 12 13 17 2 0 0 0 2 0 8 0 1
8 Times sniped 11 0 3 0 4 1 24 0 15 0 6 12 2 0 2 0 3 35 0 0 1 17 13 0 22 0 0 0 10 14 9 12 23 0 0 0 0 0 0 5 0 0
9 Times drafted 66 30 72 24 34 33 69 16 92 1 73 56 64 7 46 8 62 95 20 4 67 93 82 8 94 27 19 32 77 73 59 71 82 12 1 1 9 23 2 50 1 17
10 Seen in % of drafts 66% 27% 61% 22% 29% 28% 69% 14% 89% 1% 61% 70% 55% 7% 40% 7% 61% 97% 16% 3% 57% 84% 71% 7% 94% 23% 18% 26% 75% 67% 58% 69% 81% 11% 1% 1% 7% 20% 2% 48% 1% 15%
11 Times played 38 19 39 12 13 16 30 9 48 0 42 31 45 6 26 7 38 44 14 2 41 55 47 2 55 19 10 22 47 41 33 32 43 6 0 1 3 13 2 30 1 12
12 Seen in % of series 31% 16% 32% 10% 11% 13% 25% 7% 39% 0% 34% 25% 37% 5% 21% 6% 31% 36% 11% 2% 34% 45% 39% 2% 45% 16% 8% 18% 39% 34% 27% 26% 35% 5% 0% 1% 2% 11% 2% 25% 1% 10%
13 Won 25 6 18 4 4 7 16 6 23 0 17 20 23 3 10 5 23 19 9 0 22 30 17 0 24 8 6 10 28 17 18 18 30 3 0 1 1 6 1 13 0 6
14 Lost 13 13 21 8 9 9 14 3 25 0 25 11 22 3 16 2 15 25 5 2 19 25 30 2 31 11 4 12 19 24 15 14 13 3 0 0 2 7 1 17 1 6
15 Win% 66% 32% 46% 33% 31% 44% 53% 67% 48% - 40% 65% 51% 50% 38% 71% 61% 43% 64% 0% 54% 55% 36% 0% 44% 42% 60% 45% 60% 41% 55% 56% 70% 50% - 100% 33% 46% 50% 43% 0% 50%
16
17 African Reed Beds Total times banned: 83
18 Total times picked: 28
19 Total times played: 30
20 % of all played maps: 6%
21
22
23 Times played 0 0 9 0 0 1 0 1 0 0 0 0 4 0 4 0 2 1 2 1 3 10 1 1 3 1 1 4 0 9 1 0 0 0 0 0 1 0 0 0 0 0
24 Seen on % of maps 0% 0% 30% 0% 0% 3% 0% 3% 0% 0% 0% 0% 13% 0% 13% 0% 7% 3% 7% 3% 10% 33% 3% 3% 10% 3% 3% 13% 0% 30% 3% 0% 0% 0% 0% 0% 3% 0% 0% 0% 0% 0%
25 Won 0 0 5 0 0 1 0 1 0 0 0 0 1 0 1 0 1 1 1 0 1 8 1 0 1 1 1 1 0 3 0 0 0 0 0 0 1 0 0 0 0 0
26 Lost 0 0 4 0 0 0 0 0 0 0 0 0 3 0 3 0 1 0 1 1 2 2 0 1 2 0 0 3 0 6 1 0 0 0 0 0 0 0 0 0 0 0
27 Win% - - 56% - - 100% - 100% - - - - 25% - 25% - 50% 100% 50% 0% 33% 80% 100% 0% 33% 100% 100% 25% - 33% 0% - - - - - 100% - - - - -
28
29 Arabia Total times banned: 43
30 Total times picked: 70
31 Total times played: 59
32 % of all played maps: 12%
33
34
35 Times played 14 0 0 0 0 0 3 0 4 0 17 4 0 1 7 0 5 11 2 0 1 2 2 0 5 1 0 0 24 5 0 4 3 0 0 0 0 2 0 0 1 0
36 Seen on % of maps 24% 0% 0% 0% 0% 0% 5% 0% 7% 0% 29% 7% 0% 2% 12% 0% 8% 19% 3% 0% 2% 3% 3% 0% 8% 2% 0% 0% 41% 8% 0% 7% 5% 0% 0% 0% 0% 3% 0% 0% 2% 0%
37 Won 10 0 0 0 0 0 2 0 2 0 5 2 0 1 4 0 2 4 1 0 1 1 0 0 1 1 0 0 15 3 0 2 2 0 0 0 0 0 0 0 0 0
38 Lost 4 0 0 0 0 0 1 0 2 0 12 2 0 0 3 0 3 7 1 0 0 1 2 0 4 0 0 0 9 2 0 2 1 0 0 0 0 2 0 0 1 0
39 Win% 71% - - - - - 67% - 50% - 29% 50% - 100% 57% - 40% 36% 50% - 100% 50% 0% - 20% 100% - - 63% 60% - 50% 67% - - - - 0% - - 0% -
40
41 Dry Graveyards Total times banned: 91
42 Total times picked: 17
43 Total times played: 26
44 % of all played maps: 5%
45
46
47 Times played 3 0 3 0 0 2 2 0 0 0 1 1 0 0 5 0 3 6 7 0 0 2 2 0 6 4 0 0 1 0 0 0 1 1 0 0 0 2 0 0 0 0
48 Seen on % of maps 12% 0% 12% 0% 0% 8% 8% 0% 0% 0% 4% 4% 0% 0% 19% 0% 12% 23% 27% 0% 0% 8% 8% 0% 23% 15% 0% 0% 4% 0% 0% 0% 4% 4% 0% 0% 0% 8% 0% 0% 0% 0%
49 Won 1 0 1 0 0 0 2 0 0 0 0 1 0 0 0 0 2 4 4 0 0 0 0 0 5 2 0 0 1 0 0 0 1 0 0 0 0 2 0 0 0 0
50 Lost 2 0 2 0 0 2 0 0 0 0 1 0 0 0 5 0 1 2 3 0 0 2 2 0 1 2 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
51 Win% 33% - 33% - - 0% 100% - - - 0% 100% - - 0% - 67% 67% 57% - - 0% 0% - 83% 50% - - 100% - - - 100% 0% - - - 100% - - - -
52
53 Enclosed Total times banned: 76
54 Total times picked: 29
55 Total times played: 37
56 % of all played maps: 7%
57
58
59 Times played 2 0 7 2 0 1 4 0 0 0 19 4 3 1 0 0 3 6 0 0 1 1 3 0 0 1 0 0 6 4 0 2 4 0 0 0 0 0 0 0 0 0
60 Seen on % of maps 5% 0% 19% 5% 0% 3% 11% 0% 0% 0% 51% 11% 8% 3% 0% 0% 8% 16% 0% 0% 3% 3% 8% 0% 0% 3% 0% 0% 16% 11% 0% 5% 11% 0% 0% 0% 0% 0% 0% 0% 0% 0%
61 Won 1 0 4 0 0 0 1 0 0 0 11 3 1 1 0 0 2 1 0 0 1 0 2 0 0 0 0 0 3 1 0 1 4 0 0 0 0 0 0 0 0 0
62 Lost 1 0 3 2 0 1 3 0 0 0 8 1 2 0 0 0 1 5 0 0 0 1 1 0 0 1 0 0 3 3 0 1 0 0 0 0 0 0 0 0 0 0
63 Win% 50% - 57% 0% - 0% 25% - - - 58% 75% 33% 100% - - 67% 17% - - 100% 0% 67% - - 0% - - 50% 25% - 50% 100% - - - - - - - - -
64
65 Fortified Clearing Total times banned: 91
66 Total times picked: 30
67 Total times played: 23
68 % of all played maps: 5%
69
70
71 Times played 3 8 0 2 0 0 5 4 0 0 0 2 0 0 0 0 1 0 0 0 0 0 2 0 0 0 0 0 1 0 0 3 3 2 0 0 0 1 0 9 0 0
72 Seen on % of maps 13% 35% 0% 9% 0% 0% 22% 17% 0% 0% 0% 9% 0% 0% 0% 0% 4% 0% 0% 0% 0% 0% 9% 0% 0% 0% 0% 0% 4% 0% 0% 13% 13% 9% 0% 0% 0% 4% 0% 39% 0% 0%
73 Won 3 2 0 1 0 0 4 3 0 0 0 2 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 1 0 0 0 0 0 2 0 0
74 Lost 0 6 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 2 2 1 0 0 0 1 0 7 0 0
75 Win% 100% 25% - 50% - - 80% 75% - - - 100% - - - - 100% - - - - - 50% - - - - - 100% - - 33% 33% 50% - - - 0% - 22% - -
76
77 Frigid Lake Total times banned: 63
78 Total times picked: 48
79 Total times played: 48
80 % of all played maps: 10%
81
82
83 Times played 1 0 2 0 0 0 0 0 7 0 0 0 1 1 0 0 3 4 0 0 7 7 27 0 11 0 1 0 3 1 19 0 1 0 0 0 0 0 0 0 0 0
84 Seen on % of maps 2% 0% 4% 0% 0% 0% 0% 0% 15% 0% 0% 0% 2% 2% 0% 0% 6% 8% 0% 0% 15% 15% 56% 0% 23% 0% 2% 0% 6% 2% 40% 0% 2% 0% 0% 0% 0% 0% 0% 0% 0% 0%
85 Won 1 0 1 0 0 0 0 0 3 0 0 0 1 1 0 0 0 1 0 0 6 2 10 0 5 0 1 0 1 0 14 0 1 0 0 0 0 0 0 0 0 0
86 Lost 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 3 3 0 0 1 5 17 0 6 0 0 0 2 1 5 0 0 0 0 0 0 0 0 0 0 0
87 Win% 100% - 50% - - - - - 43% - - - 100% 100% - - 0% 25% - - 86% 29% 37% - 45% - 100% - 33% 0% 74% - 100% - - - - - - - - -
88
89 Golden Lakes Total times banned: 92
90 Total times picked: 28
91 Total times played: 21
92 % of all played maps: 4%
93
94
95 Times played 1 0 3 0 0 0 0 1 3 0 0 0 1 0 0 0 0 0 2 0 5 5 0 0 5 0 5 5 0 0 2 0 3 0 0 0 0 0 1 0 0 0
96 Seen on % of maps 5% 0% 14% 0% 0% 0% 0% 5% 14% 0% 0% 0% 5% 0% 0% 0% 0% 0% 10% 0% 24% 24% 0% 0% 24% 0% 24% 24% 0% 0% 10% 0% 14% 0% 0% 0% 0% 0% 5% 0% 0% 0%
97 Won 1 0 2 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 2 0 3 3 0 0 1 0 2 3 0 0 1 0 0 0 0 0 0 0 0 0 0 0
98 Lost 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 2 2 0 0 4 0 3 2 0 0 1 0 3 0 0 0 0 0 1 0 0 0
99 Win% 100% - 67% - - - - 100% 67% - - - 0% - - - - - 100% - 60% 60% - - 20% - 40% 60% - - 50% - 0% - - - - - 0% - - -
100
101 Golden Swamp Total times banned: 78
102 Total times picked: 38
103 Total times played: 33
104 % of all played maps: 7%
105
106
107 Times played 0 2 2 0 4 0 0 0 11 0 0 0 6 0 0 0 1 1 0 0 5 1 0 0 7 0 2 1 1 4 5 0 4 0 0 0 0 0 0 2 0 7
108 Seen on % of maps 0% 6% 6% 0% 12% 0% 0% 0% 33% 0% 0% 0% 18% 0% 0% 0% 3% 3% 0% 0% 15% 3% 0% 0% 21% 0% 6% 3% 3% 12% 15% 0% 12% 0% 0% 0% 0% 0% 0% 6% 0% 21%
109 Won 0 1 2 0 2 0 0 0 5 0 0 0 2 0 0 0 1 0 0 0 1 0 0 0 3 0 2 1 1 2 2 0 3 0 0 0 0 0 0 1 0 4
110 Lost 0 1 0 0 2 0 0 0 6 0 0 0 4 0 0 0 0 1 0 0 4 1 0 0 4 0 0 0 0 2 3 0 1 0 0 0 0 0 0 1 0 3
111 Win% - 50% 100% - 50% - - - 45% - - - 33% - - - 100% 0% - - 20% 0% - - 43% - 100% 100% 100% 50% 40% - 75% - - - - - - 50% - 57%
112
113 Hippo Arena Total times banned: 57
114 Total times picked: 63
115 Total times played: 49
116 % of all played maps: 10%
117
118
119 Times played 0 2 0 8 5 0 13 0 1 0 0 9 0 0 0 0 2 4 0 0 3 0 4 0 0 1 0 0 1 0 0 17 7 0 0 0 1 0 1 19 0 0
120 Seen on % of maps 0% 4% 0% 16% 10% 0% 27% 0% 2% 0% 0% 18% 0% 0% 0% 0% 4% 8% 0% 0% 6% 0% 8% 0% 0% 2% 0% 0% 2% 0% 0% 35% 14% 0% 0% 0% 2% 0% 2% 39% 0% 0%
121 Won 0 0 0 3 1 0 6 0 0 0 0 6 0 0 0 0 1 2 0 0 1 0 2 0 0 0 0 0 1 0 0 11 4 0 0 0 0 0 1 10 0 0
122 Lost 0 2 0 5 4 0 7 0 1 0 0 3 0 0 0 0 1 2 0 0 2 0 2 0 0 1 0 0 0 0 0 6 3 0 0 0 1 0 0 9 0 0
123 Win% - 0% - 38% 20% - 46% - 0% - - 67% - - - - 50% 50% - - 33% - 50% - - 0% - - 100% - - 65% 57% - - - 0% - 100% 53% - -
124
125 Hippopotamus Total times banned: 89
126 Total times picked: 30
127 Total times played: 28
128 % of all played maps: 6%
129
130
131 Times played 3 0 8 0 1 0 0 0 1 0 0 1 10 1 0 0 0 1 0 0 0 7 0 0 6 0 0 8 2 5 1 1 0 0 0 0 0 0 0 0 0 0
132 Seen on % of maps 11% 0% 29% 0% 4% 0% 0% 0% 4% 0% 0% 4% 36% 4% 0% 0% 0% 4% 0% 0% 0% 25% 0% 0% 21% 0% 0% 29% 7% 18% 4% 4% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0%
133 Won 1 0 3 0 0 0 0 0 0 0 0 0 9 0 0 0 0 0 0 0 0 5 0 0 3 0 0 4 2 1 0 0 0 0 0 0 0 0 0 0 0 0
134 Lost 2 0 5 0 1 0 0 0 1 0 0 1 1 1 0 0 0 1 0 0 0 2 0 0 3 0 0 4 0 4 1 1 0 0 0 0 0 0 0 0 0 0
135 Win% 33% - 38% - 0% - - - 0% - - 0% 90% 0% - - - 0% - - - 71% - - 50% - - 50% 100% 20% 0% 0% - - - - - - - - - -
136
137 Kawasan Total times banned: 75
138 Total times picked: 35
139 Total times played: 38
140 % of all played maps: 8%
141
142
143 Times played 4 2 1 0 0 0 0 0 16 0 0 0 7 0 0 0 1 1 0 0 5 10 0 0 5 0 1 4 0 1 4 0 13 0 0 1 0 0 0 0 0 0
144 Seen on % of maps 11% 5% 3% 0% 0% 0% 0% 0% 42% 0% 0% 0% 18% 0% 0% 0% 3% 3% 0% 0% 13% 26% 0% 0% 13% 0% 3% 11% 0% 3% 11% 0% 34% 0% 0% 3% 0% 0% 0% 0% 0% 0%
145 Won 4 0 0 0 0 0 0 0 6 0 0 0 3 0 0 0 1 0 0 0 2 6 0 0 2 0 0 1 0 0 1 0 11 0 0 1 0 0 0 0 0 0
146 Lost 0 2 1 0 0 0 0 0 10 0 0 0 4 0 0 0 0 1 0 0 3 4 0 0 3 0 1 3 0 1 3 0 2 0 0 0 0 0 0 0 0 0
147 Win% 100% 0% 0% - - - - - 38% - - - 43% - - - 100% 0% - - 40% 60% - - 40% - 0% 25% - 0% 25% - 85% - - 100% - - - - - -
148
149 Morass Total times banned: 96
150 Total times picked: 22
151 Total times played: 19
152 % of all played maps: 4%
153
154
155 Times played 1 0 0 0 0 9 0 2 0 0 0 2 1 0 0 3 1 1 1 0 1 6 0 0 1 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
156 Seen on % of maps 5% 0% 0% 0% 0% 47% 0% 11% 0% 0% 0% 11% 5% 0% 0% 16% 5% 5% 5% 0% 5% 32% 0% 0% 5% 42% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 5%
157 Won 0 0 0 0 0 4 0 1 0 0 0 2 0 0 0 3 0 1 1 0 1 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
158 Lost 1 0 0 0 0 5 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 4 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
159 Win% 0% - - - - 44% - 50% - - - 100% 0% - - 100% 0% 100% 100% - 100% 33% - - 0% 50% - - - - - - - - - - - - - - - 0%
160
161 Northern Isles Total times banned: 94
162 Total times picked: 24
163 Total times played: 19
164 % of all played maps: 4%
165
166
167 Times played 0 5 0 0 0 0 1 0 3 0 0 0 8 0 0 0 0 0 0 0 10 1 0 1 1 0 0 0 0 0 1 0 3 0 0 0 0 0 0 0 0 4
168 Seen on % of maps 0% 26% 0% 0% 0% 0% 5% 0% 16% 0% 0% 0% 42% 0% 0% 0% 0% 0% 0% 0% 53% 5% 0% 5% 5% 0% 0% 0% 0% 0% 5% 0% 16% 0% 0% 0% 0% 0% 0% 0% 0% 21%
169 Won 0 3 0 0 0 0 0 0 3 0 0 0 3 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2
170 Lost 0 2 0 0 0 0 1 0 0 0 0 0 5 0 0 0 0 0 0 0 5 0 0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 2
171 Win% - 60% - - - - 0% - 100% - - - 38% - - - - - - - 50% 100% - 0% 0% - - - - - 0% - 67% - - - - - - - - 50%
172
173 Outcrop Total times banned: 77
174 Total times picked: 26
175 Total times played: 36
176 % of all played maps: 7%
177
178
179 Times played 5 0 3 0 3 0 2 0 2 0 5 8 0 2 0 0 10 6 0 1 0 1 0 0 2 0 0 0 6 1 0 3 0 3 0 0 1 8 0 0 0 0
180 Seen on % of maps 14% 0% 8% 0% 8% 0% 6% 0% 6% 0% 14% 22% 0% 6% 0% 0% 28% 17% 0% 3% 0% 3% 0% 0% 6% 0% 0% 0% 17% 3% 0% 8% 0% 8% 0% 0% 3% 22% 0% 0% 0% 0%
181 Won 2 0 0 0 1 0 1 0 2 0 1 4 0 0 0 0 8 4 0 0 0 1 0 0 1 0 0 0 3 0 0 2 0 2 0 0 0 4 0 0 0 0
182 Lost 3 0 3 0 2 0 1 0 0 0 4 4 0 2 0 0 2 2 0 1 0 0 0 0 1 0 0 0 3 1 0 1 0 1 0 0 1 4 0 0 0 0
183 Win% 40% - 0% - 33% - 50% - 100% - 20% 50% - 0% - - 80% 67% - 0% - 100% - - 50% - - - 50% 0% - 67% - 67% - - 0% 50% - - - -
184
185 Rocky Forest Total times banned: 83
186 Total times picked: 32
187 Total times played: 31
188 % of all played maps: 6%
189
190
191 Times played 1 0 1 0 0 3 0 1 0 0 0 0 4 0 10 4 6 2 0 0 0 2 6 0 3 3 0 0 2 11 0 2 1 0 0 0 0 0 0 0 0 0
192 Seen on % of maps 3% 0% 3% 0% 0% 10% 0% 3% 0% 0% 0% 0% 13% 0% 32% 13% 19% 6% 0% 0% 0% 6% 19% 0% 10% 10% 0% 0% 6% 35% 0% 6% 3% 0% 0% 0% 0% 0% 0% 0% 0% 0%
193 Won 1 0 0 0 0 2 0 0 0 0 0 0 3 0 5 2 4 1 0 0 0 1 1 0 2 0 0 0 0 7 0 1 1 0 0 0 0 0 0 0 0 0
194 Lost 0 0 1 0 0 1 0 1 0 0 0 0 1 0 5 2 2 1 0 0 0 1 5 0 1 3 0 0 2 4 0 1 0 0 0 0 0 0 0 0 0 0
195 Win% 100% - 0% - - 67% - 0% - - - - 75% - 50% 50% 67% 50% - - - 50% 17% - 67% 0% - - 0% 64% - 50% 100% - - - - - - - - -

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# aoe2-data
## Jupyter notebook in docker:
There are different images to choose from: https://jupyter-docker-stacks.readthedocs.io/en/latest/using/selecting.html
docker run -it -p 8888:8888 jupyter/scipy-notebook:2023-03-27
Works only on WSL because of mounted host volume
run detached:
```bash
docker run --name jupyter -d --rm \
-p 8888:8888 \
--user root \
-e NB_USER="marcelo" \
-e CHOWN_HOME=yes \
-w "/home/marcelo" \
-v /mnt/c/Users/dechert/git/aoe2-data/jupyter-data:/home/marcelo/src \
jupyter/scipy-notebook:2023-03-27
```
`docker logs -f jupyter` to see the url with secret
configuration:
https://jupyter-docker-stacks.readthedocs.io/en/latest/using/common.html
How to install new packages:
https://jupyter-docker-stacks.readthedocs.io/en/latest/using/common.html#conda-environments
run inside container:
pip install liquipediapy
docker exec -it jupyter bash
docker cp jupyter:/home/marcelo/AoE-data.ipynb .

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "53445797-52c4-4443-8095-889cf1c24298",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"%load_ext autoreload\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "4de950c8-cabe-4874-aa78-548342993b05",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"%autoreload 1"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a121cdfe-114a-4aae-b107-df891338dfcc",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"import drafts"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a05a0d5e-012e-46b8-a52c-7f8a3a412e62",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"nac4_finals_draft_id='FMHZx'"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "4f068845-8292-4b38-bd2b-0d89a2eea434",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"marcel_vs_canuck= 'lipeX'"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "8a375968-3d08-46e2-b7be-45a926de40f1",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"marcel_vs_canuck_json = drafts.download_draft_json(marcel_vs_canuck)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "fa4e0d16-e397-4ff5-8a70-87e6e6cacba9",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"draft_picks=drafts.get_picked_maps(marcel_vs_canuck_json)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "a668fe2a-9006-4987-86bc-2179ebdfd0a2",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"'Vier Seen'"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"drafts.neutral_map_as_string(draft_picks)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7b337190-7887-40b7-9d10-b8039f5f2dfd",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}

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import requests
import json
import pandas as pd
def download_draft_json(draft_id):
url = "https://aoe2cm.net/api/draft/{}".format(draft_id)
payload={}
headers = {}
response = requests.request("GET", url, headers=headers, data=payload)
# print(response.text)
draft_json_string = response.text
draft_dict = json.loads(draft_json_string)
return draft_dict
def get_picked_maps(draft_json):
draft_events = draft_json['events']
draft_events_df = pd.DataFrame.from_dict(draft_events)
draft_picks = draft_events_df[draft_events_df['actionType'] == 'pick']
return draft_picks
# the last pick is the neutral map
def neutral_map_as_string(draft_picks):
# print(draft_picks.tail(1)['chosenOptionId'])
return str(draft_picks.tail(1)['chosenOptionId'][8])

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Game_id Player0 Player1 Map Result
0 Marcel5751 Canuck NorthernIles 1
1 Marcel5751 Canuck 4lakes 0
2 Marcel5751 Canuck Koala 1
1 Game_id Player0 Player1 Map Result
2 0 Marcel5751 Canuck NorthernIles 1
3 1 Marcel5751 Canuck 4lakes 0
4 2 Marcel5751 Canuck Koala 1