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unknown 2023-11-28 17:41:12 +01:00
parent fa3b8f7da8
commit bbbf32728b
3 changed files with 52 additions and 1 deletions
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2
notebooks/dataExtraction.ipynb
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@ -2237,7 +2237,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.10.0" "version": "3.10.11"
} }
}, },
"nbformat": 4, "nbformat": 4,

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testy/dataExtractionTest.py Normal file
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import csv
import random
from unittest import mock
def modelAndVisTest:
#Wiersze ze zbioru:
# Test sprawdzający czy funkcja wyciąga właściwe ustawienie z pliku
wiersz_1 = [0,Right Center Forward,Open Play,Blocked,Normal,"[97.0, 48.0]","[113.0, 38.0]",none,none,none,none,none,none,none,none,"[112.0, 28.0]","[103.0, 50.0]","[120.0, 26.0]","[109.0, 39.0]","[117.0, 31.0]","[115.0, 41.0]","[113.0, 32.0]","[115.0, 36.0]",none,[],0]
wiersz_3 = [5,Center Midfield,Open Play,Blocked,Half Volley,"[96.0, 38.0]","[113.0, 42.0]","[107.0, 38.0]","[105.0, 40.0]","[103.0, 52.0]","[103.0, 34.0]",none,none,none,none,"[111.0, 44.0]","[109.0, 35.0]","[106.0, 44.0]","[104.0, 37.0]","[119.0, 40.0]","[113.0, 39.0]","[104.0, 52.0]","[114.0, 45.0]","[102.0, 46.0]",[],0]
wiersz_5 = [5,Right Center Back,Open Play,Goal,Normal,"[103.0, 36.0]","[97.0, 45.0]","[97.0, 52.0]","[112.0, 39.0]","[112.0, 44.0]","[98.0, 34.0]",none,none,none,none,"[114.0, 46.0]","[107.0, 37.0]","[111.0, 33.0]","[110.0, 32.0]","[111.0, 35.0]","[111.0, 38.0]","[119.0, 38.0]","[105.0, 50.0]","[107.0, 41.0]",[],0]

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testy/test_dataSet.csv Normal file
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0,Right Center Forward,Open Play,Blocked,Normal,"[97.0, 48.0]","[113.0, 38.0]",none,none,none,none,none,none,none,none,"[112.0, 28.0]","[103.0, 50.0]","[120.0, 26.0]","[109.0, 39.0]","[117.0, 31.0]","[115.0, 41.0]","[113.0, 32.0]","[115.0, 36.0]",none,[],0
5,Right Center Forward,Open Play,Blocked,Normal,"[112.0, 40.0]","[101.0, 57.0]","[109.0, 44.0]","[113.0, 38.0]",none,none,none,none,none,none,"[106.0, 42.0]","[115.0, 44.0]","[114.0, 39.0]","[109.0, 30.0]","[110.0, 50.0]","[119.0, 40.0]","[99.0, 53.0]","[110.0, 53.0]","[113.0, 46.0]",[],0
5,Center Midfield,Open Play,Blocked,Half Volley,"[96.0, 38.0]","[113.0, 42.0]","[107.0, 38.0]","[105.0, 40.0]","[103.0, 52.0]","[103.0, 34.0]",none,none,none,none,"[111.0, 44.0]","[109.0, 35.0]","[106.0, 44.0]","[104.0, 37.0]","[119.0, 40.0]","[113.0, 39.0]","[104.0, 52.0]","[114.0, 45.0]","[102.0, 46.0]",[],0
5,Left Center Midfield,Open Play,Blocked,Normal,"[105.0, 35.0]","[103.0, 41.0]","[95.0, 36.0]","[100.0, 50.0]","[99.0, 52.0]",none,none,none,none,none,"[101.0, 37.0]","[119.0, 38.0]","[102.0, 44.0]","[101.0, 55.0]","[108.0, 45.0]","[113.0, 43.0]","[114.0, 34.0]","[111.0, 31.0]","[108.0, 43.0]",[],0
5,Right Center Back,Open Play,Goal,Normal,"[103.0, 36.0]","[97.0, 45.0]","[97.0, 52.0]","[112.0, 39.0]","[112.0, 44.0]","[98.0, 34.0]",none,none,none,none,"[114.0, 46.0]","[107.0, 37.0]","[111.0, 33.0]","[110.0, 32.0]","[111.0, 35.0]","[111.0, 38.0]","[119.0, 38.0]","[105.0, 50.0]","[107.0, 41.0]",[],0
17,Right Center Forward,Open Play,Blocked,Normal,"[98.0, 54.0]","[112.0, 43.0]",none,none,none,none,none,none,none,none,"[113.0, 44.0]","[112.0, 37.0]","[112.0, 34.0]","[112.0, 29.0]","[102.0, 43.0]","[119.0, 39.0]","[99.0, 37.0]",none,none,[],0
21,Right Center Midfield,Open Play,Off T,Normal,"[99.0, 46.0]","[98.0, 49.0]","[95.0, 23.0]","[94.0, 35.0]","[97.0, 18.0]",none,none,none,none,none,"[96.0, 37.0]","[73.0, 40.0]","[88.0, 39.0]","[100.0, 45.0]","[97.0, 50.0]","[96.0, 43.0]","[101.0, 29.0]","[95.0, 20.0]","[101.0, 34.0]",[],0
23,Center Midfield,Open Play,Goal,Normal,"[115.0, 41.0]","[103.0, 52.0]","[115.0, 39.0]","[103.0, 38.0]","[111.0, 28.0]",none,none,none,none,none,"[115.0, 36.0]","[104.0, 49.0]","[117.0, 41.0]","[107.0, 37.0]","[107.0, 34.0]","[119.0, 37.0]","[113.0, 33.0]","[113.0, 30.0]","[112.0, 40.0]",[],0
24,Right Center Forward,Open Play,Saved,Normal,"[100.0, 51.0]","[113.0, 30.0]","[105.0, 36.0]",none,none,none,none,none,none,none,"[112.0, 36.0]","[108.0, 32.0]","[103.0, 48.0]","[103.0, 37.0]","[112.0, 32.0]","[119.0, 40.0]","[109.0, 46.0]","[109.0, 42.0]",none,[],0
26,Right Wing,Open Play,Saved,Normal,"[100.0, 34.0]","[115.0, 40.0]",none,none,none,none,none,none,none,none,"[113.0, 37.0]","[117.0, 51.0]","[114.0, 51.0]","[114.0, 46.0]","[119.0, 46.0]","[104.0, 41.0]",none,none,none,[],0
26,Right Center Midfield,Open Play,Blocked,Normal,"[105.0, 32.0]","[115.0, 44.0]","[114.0, 39.0]",none,none,none,none,none,none,none,"[115.0, 36.0]","[114.0, 46.0]","[115.0, 44.0]","[115.0, 43.0]","[117.0, 29.0]","[109.0, 48.0]","[107.0, 52.0]","[105.0, 35.0]","[96.0, 43.0]",[],0
32,Left Center Forward,Open Play,Blocked,Normal,"[112.0, 44.0]","[103.0, 39.0]","[113.0, 37.0]","[113.0, 48.0]",none,none,none,none,none,none,"[113.0, 38.0]","[111.0, 37.0]","[114.0, 40.0]","[110.0, 47.0]","[111.0, 41.0]","[112.0, 35.0]","[111.0, 30.0]","[108.0, 33.0]","[119.0, 39.0]",[],0
39,Right Center Forward,Open Play,Saved,Normal,"[111.0, 39.0]","[100.0, 49.0]",none,none,none,none,none,none,none,none,"[115.0, 51.0]","[100.0, 47.0]","[113.0, 39.0]","[114.0, 45.0]","[113.0, 50.0]","[119.0, 42.0]",none,none,none,[],0
39,Center Midfield,Open Play,Blocked,Normal,"[114.0, 34.0]","[104.0, 46.0]",none,none,none,none,none,none,none,none,"[117.0, 50.0]","[100.0, 55.0]","[106.0, 40.0]","[111.0, 43.0]","[119.0, 39.0]","[113.0, 39.0]","[113.0, 35.0]","[108.0, 32.0]",none,[],0
42,Left Center Forward,Open Play,Off T,Normal,"[104.0, 28.0]","[102.0, 45.0]","[101.0, 54.0]",none,none,none,none,none,none,none,"[101.0, 55.0]","[109.0, 45.0]","[110.0, 47.0]","[102.0, 44.0]","[107.0, 40.0]","[97.0, 59.0]","[119.0, 41.0]",none,none,[],0
45,Right Center Midfield,Open Play,Off T,Half Volley,"[106.0, 42.0]","[104.0, 31.0]","[93.0, 45.0]","[80.0, 64.0]","[91.0, 39.0]",none,none,none,none,none,"[101.0, 52.0]","[103.0, 41.0]","[106.0, 38.0]","[106.0, 33.0]","[89.0, 57.0]","[97.0, 44.0]","[106.0, 46.0]","[94.0, 34.0]","[119.0, 38.0]",[],0
47,Right Center Forward,Open Play,Blocked,Normal,"[94.0, 54.0]","[103.0, 13.0]","[103.0, 27.0]","[95.0, 39.0]","[109.0, 40.0]",none,none,none,none,none,"[113.0, 43.0]","[100.0, 51.0]","[113.0, 39.0]","[119.0, 38.0]","[112.0, 31.0]","[102.0, 26.0]","[112.0, 19.0]","[109.0, 28.0]","[107.0, 36.0]",[],0
47,Right Center Forward,Open Play,Saved,Normal,"[105.0, 40.0]",none,none,none,none,none,none,none,none,none,"[111.0, 41.0]","[97.0, 41.0]","[114.0, 37.0]","[119.0, 39.0]","[106.0, 50.0]",none,none,none,none,[],0
48,Right Wing,Open Play,Goal,Normal,"[106.0, 25.0]",none,none,none,none,none,none,none,none,none,"[106.0, 21.0]","[112.0, 46.0]","[97.0, 44.0]","[114.0, 17.0]","[108.0, 29.0]","[114.0, 40.0]","[118.0, 40.0]",none,none,[],0
49,Left Center Forward,Open Play,Blocked,Normal,"[107.0, 42.0]","[111.0, 26.0]","[110.0, 47.0]",none,none,none,none,none,none,none,"[109.0, 31.0]","[103.0, 46.0]","[107.0, 59.0]","[105.0, 41.0]","[111.0, 39.0]","[119.0, 41.0]","[105.0, 28.0]","[104.0, 33.0]","[111.0, 41.0]",[],0
53,Right Center Forward,Open Play,Off T,Normal,"[112.0, 40.0]","[104.0, 26.0]",none,none,none,none,none,none,none,none,"[107.0, 34.0]","[115.0, 33.0]","[109.0, 47.0]","[116.0, 34.0]","[119.0, 37.0]","[116.0, 39.0]",none,none,none,[],0
63,Right Center Forward,Open Play,Saved,Normal,"[99.0, 32.0]","[93.0, 37.0]",none,none,none,none,none,none,none,none,"[94.0, 50.0]","[101.0, 31.0]","[88.0, 51.0]","[99.0, 38.0]","[94.0, 54.0]","[88.0, 38.0]","[79.0, 34.0]",none,none,[],0
67,Center Back,Open Play,Off T,Normal,"[111.0, 29.0]","[117.0, 43.0]","[105.0, 50.0]","[112.0, 41.0]","[114.0, 46.0]","[103.0, 40.0]",none,none,none,none,"[120.0, 39.0]","[120.0, 42.0]","[118.0, 49.0]","[116.0, 45.0]","[117.0, 39.0]","[117.0, 40.0]","[109.0, 48.0]","[114.0, 39.0]","[120.0, 40.0]",[],0
70,Left Center Back,Open Play,Wayward,Normal,"[107.0, 33.0]","[103.0, 37.0]","[102.0, 33.0]","[85.0, 61.0]","[92.0, 38.0]","[110.0, 45.0]","[108.0, 47.0]",none,none,none,"[110.0, 42.0]","[96.0, 37.0]","[99.0, 47.0]","[110.0, 36.0]","[110.0, 34.0]","[108.0, 33.0]","[118.0, 38.0]","[93.0, 59.0]","[107.0, 34.0]",[],0
70,Left Midfield,Open Play,Off T,Normal,"[113.0, 46.0]","[112.0, 52.0]",none,none,none,none,none,none,none,none,"[115.0, 39.0]","[110.0, 37.0]","[113.0, 35.0]","[119.0, 39.0]","[110.0, 55.0]","[110.0, 44.0]",none,none,none,[],0
74,Left Center Midfield,Open Play,Saved,Normal,"[82.0, 36.0]","[91.0, 25.0]","[94.0, 41.0]","[90.0, 47.0]",none,none,none,none,none,none,"[88.0, 30.0]","[93.0, 48.0]","[89.0, 38.0]","[95.0, 39.0]","[96.0, 33.0]","[97.0, 46.0]","[117.0, 40.0]","[74.0, 34.0]",none,[],0
76,Right Wing,Open Play,Off T,Normal,"[113.0, 38.0]",none,none,none,none,none,none,none,none,none,"[106.0, 42.0]","[112.0, 43.0]","[111.0, 38.0]","[112.0, 35.0]","[107.0, 26.0]","[118.0, 40.0]",none,none,none,[],0
84,Secondary Striker,Open Play,Saved,Normal,"[105.0, 27.0]","[109.0, 50.0]",none,none,none,none,none,none,none,none,"[95.0, 40.0]","[119.0, 43.0]","[98.0, 49.0]","[104.0, 45.0]","[106.0, 46.0]","[110.0, 43.0]","[107.0, 52.0]","[101.0, 34.0]","[104.0, 54.0]",[],0
84,Left Midfield,Open Play,Off T,Half Volley,"[107.0, 50.0]","[110.0, 52.0]",none,none,none,none,none,none,none,none,"[98.0, 37.0]","[111.0, 42.0]","[119.0, 42.0]","[113.0, 51.0]","[109.0, 46.0]","[107.0, 36.0]","[114.0, 40.0]","[107.0, 53.0]",none,[],0
85,Left Center Midfield,Open Play,Goal,Normal,"[109.0, 48.0]","[108.0, 39.0]","[107.0, 32.0]","[92.0, 51.0]",none,none,none,none,none,none,"[109.0, 42.0]","[114.0, 58.0]","[112.0, 47.0]","[111.0, 44.0]","[93.0, 50.0]","[119.0, 40.0]","[112.0, 38.0]","[103.0, 46.0]","[111.0, 53.0]",[],0
87,Center Forward,Open Play,Blocked,Normal,"[120.0, 49.0]","[116.0, 39.0]",none,none,none,none,none,none,none,none,"[118.0, 44.0]","[109.0, 49.0]","[105.0, 39.0]","[118.0, 41.0]","[115.0, 41.0]","[115.0, 44.0]","[120.0, 42.0]","[115.0, 49.0]",none,[],0
87,Secondary Striker,Open Play,Blocked,Normal,"[105.0, 40.0]","[99.0, 31.0]","[115.0, 35.0]","[113.0, 39.0]","[115.0, 46.0]",none,none,none,none,none,"[117.0, 46.0]","[112.0, 41.0]","[119.0, 45.0]","[120.0, 42.0]","[116.0, 40.0]","[114.0, 41.0]","[118.0, 39.0]","[104.0, 46.0]","[109.0, 36.0]",[],0
89,Left Center Midfield,Open Play,Saved,Normal,"[85.0, 58.0]","[112.0, 32.0]","[99.0, 46.0]","[109.0, 49.0]",none,none,none,none,none,none,"[111.0, 49.0]","[108.0, 43.0]","[107.0, 32.0]","[103.0, 36.0]","[101.0, 46.0]","[118.0, 38.0]","[93.0, 41.0]","[100.0, 41.0]","[110.0, 36.0]",[],0
91,Left Center Back,Open Play,Off T,Normal,"[111.0, 44.0]","[103.0, 41.0]","[116.0, 34.0]","[116.0, 39.0]","[112.0, 36.0]",none,none,none,none,none,"[114.0, 39.0]","[106.0, 42.0]","[113.0, 37.0]","[113.0, 43.0]","[117.0, 42.0]","[110.0, 38.0]","[110.0, 37.0]","[109.0, 35.0]","[118.0, 39.0]",[],0
1 0 Right Center Forward Open Play Blocked Normal [97.0, 48.0] [113.0, 38.0] none none none none none none none none [112.0, 28.0] [103.0, 50.0] [120.0, 26.0] [109.0, 39.0] [117.0, 31.0] [115.0, 41.0] [113.0, 32.0] [115.0, 36.0] none [] 0
2 5 Right Center Forward Open Play Blocked Normal [112.0, 40.0] [101.0, 57.0] [109.0, 44.0] [113.0, 38.0] none none none none none none [106.0, 42.0] [115.0, 44.0] [114.0, 39.0] [109.0, 30.0] [110.0, 50.0] [119.0, 40.0] [99.0, 53.0] [110.0, 53.0] [113.0, 46.0] [] 0
3 5 Center Midfield Open Play Blocked Half Volley [96.0, 38.0] [113.0, 42.0] [107.0, 38.0] [105.0, 40.0] [103.0, 52.0] [103.0, 34.0] none none none none [111.0, 44.0] [109.0, 35.0] [106.0, 44.0] [104.0, 37.0] [119.0, 40.0] [113.0, 39.0] [104.0, 52.0] [114.0, 45.0] [102.0, 46.0] [] 0
4 5 Left Center Midfield Open Play Blocked Normal [105.0, 35.0] [103.0, 41.0] [95.0, 36.0] [100.0, 50.0] [99.0, 52.0] none none none none none [101.0, 37.0] [119.0, 38.0] [102.0, 44.0] [101.0, 55.0] [108.0, 45.0] [113.0, 43.0] [114.0, 34.0] [111.0, 31.0] [108.0, 43.0] [] 0
5 5 Right Center Back Open Play Goal Normal [103.0, 36.0] [97.0, 45.0] [97.0, 52.0] [112.0, 39.0] [112.0, 44.0] [98.0, 34.0] none none none none [114.0, 46.0] [107.0, 37.0] [111.0, 33.0] [110.0, 32.0] [111.0, 35.0] [111.0, 38.0] [119.0, 38.0] [105.0, 50.0] [107.0, 41.0] [] 0
6 17 Right Center Forward Open Play Blocked Normal [98.0, 54.0] [112.0, 43.0] none none none none none none none none [113.0, 44.0] [112.0, 37.0] [112.0, 34.0] [112.0, 29.0] [102.0, 43.0] [119.0, 39.0] [99.0, 37.0] none none [] 0
7 21 Right Center Midfield Open Play Off T Normal [99.0, 46.0] [98.0, 49.0] [95.0, 23.0] [94.0, 35.0] [97.0, 18.0] none none none none none [96.0, 37.0] [73.0, 40.0] [88.0, 39.0] [100.0, 45.0] [97.0, 50.0] [96.0, 43.0] [101.0, 29.0] [95.0, 20.0] [101.0, 34.0] [] 0
8 23 Center Midfield Open Play Goal Normal [115.0, 41.0] [103.0, 52.0] [115.0, 39.0] [103.0, 38.0] [111.0, 28.0] none none none none none [115.0, 36.0] [104.0, 49.0] [117.0, 41.0] [107.0, 37.0] [107.0, 34.0] [119.0, 37.0] [113.0, 33.0] [113.0, 30.0] [112.0, 40.0] [] 0
9 24 Right Center Forward Open Play Saved Normal [100.0, 51.0] [113.0, 30.0] [105.0, 36.0] none none none none none none none [112.0, 36.0] [108.0, 32.0] [103.0, 48.0] [103.0, 37.0] [112.0, 32.0] [119.0, 40.0] [109.0, 46.0] [109.0, 42.0] none [] 0
10 26 Right Wing Open Play Saved Normal [100.0, 34.0] [115.0, 40.0] none none none none none none none none [113.0, 37.0] [117.0, 51.0] [114.0, 51.0] [114.0, 46.0] [119.0, 46.0] [104.0, 41.0] none none none [] 0
11 26 Right Center Midfield Open Play Blocked Normal [105.0, 32.0] [115.0, 44.0] [114.0, 39.0] none none none none none none none [115.0, 36.0] [114.0, 46.0] [115.0, 44.0] [115.0, 43.0] [117.0, 29.0] [109.0, 48.0] [107.0, 52.0] [105.0, 35.0] [96.0, 43.0] [] 0
12 32 Left Center Forward Open Play Blocked Normal [112.0, 44.0] [103.0, 39.0] [113.0, 37.0] [113.0, 48.0] none none none none none none [113.0, 38.0] [111.0, 37.0] [114.0, 40.0] [110.0, 47.0] [111.0, 41.0] [112.0, 35.0] [111.0, 30.0] [108.0, 33.0] [119.0, 39.0] [] 0
13 39 Right Center Forward Open Play Saved Normal [111.0, 39.0] [100.0, 49.0] none none none none none none none none [115.0, 51.0] [100.0, 47.0] [113.0, 39.0] [114.0, 45.0] [113.0, 50.0] [119.0, 42.0] none none none [] 0
14 39 Center Midfield Open Play Blocked Normal [114.0, 34.0] [104.0, 46.0] none none none none none none none none [117.0, 50.0] [100.0, 55.0] [106.0, 40.0] [111.0, 43.0] [119.0, 39.0] [113.0, 39.0] [113.0, 35.0] [108.0, 32.0] none [] 0
15 42 Left Center Forward Open Play Off T Normal [104.0, 28.0] [102.0, 45.0] [101.0, 54.0] none none none none none none none [101.0, 55.0] [109.0, 45.0] [110.0, 47.0] [102.0, 44.0] [107.0, 40.0] [97.0, 59.0] [119.0, 41.0] none none [] 0
16 45 Right Center Midfield Open Play Off T Half Volley [106.0, 42.0] [104.0, 31.0] [93.0, 45.0] [80.0, 64.0] [91.0, 39.0] none none none none none [101.0, 52.0] [103.0, 41.0] [106.0, 38.0] [106.0, 33.0] [89.0, 57.0] [97.0, 44.0] [106.0, 46.0] [94.0, 34.0] [119.0, 38.0] [] 0
17 47 Right Center Forward Open Play Blocked Normal [94.0, 54.0] [103.0, 13.0] [103.0, 27.0] [95.0, 39.0] [109.0, 40.0] none none none none none [113.0, 43.0] [100.0, 51.0] [113.0, 39.0] [119.0, 38.0] [112.0, 31.0] [102.0, 26.0] [112.0, 19.0] [109.0, 28.0] [107.0, 36.0] [] 0
18 47 Right Center Forward Open Play Saved Normal [105.0, 40.0] none none none none none none none none none [111.0, 41.0] [97.0, 41.0] [114.0, 37.0] [119.0, 39.0] [106.0, 50.0] none none none none [] 0
19 48 Right Wing Open Play Goal Normal [106.0, 25.0] none none none none none none none none none [106.0, 21.0] [112.0, 46.0] [97.0, 44.0] [114.0, 17.0] [108.0, 29.0] [114.0, 40.0] [118.0, 40.0] none none [] 0
20 49 Left Center Forward Open Play Blocked Normal [107.0, 42.0] [111.0, 26.0] [110.0, 47.0] none none none none none none none [109.0, 31.0] [103.0, 46.0] [107.0, 59.0] [105.0, 41.0] [111.0, 39.0] [119.0, 41.0] [105.0, 28.0] [104.0, 33.0] [111.0, 41.0] [] 0
21 53 Right Center Forward Open Play Off T Normal [112.0, 40.0] [104.0, 26.0] none none none none none none none none [107.0, 34.0] [115.0, 33.0] [109.0, 47.0] [116.0, 34.0] [119.0, 37.0] [116.0, 39.0] none none none [] 0
22 63 Right Center Forward Open Play Saved Normal [99.0, 32.0] [93.0, 37.0] none none none none none none none none [94.0, 50.0] [101.0, 31.0] [88.0, 51.0] [99.0, 38.0] [94.0, 54.0] [88.0, 38.0] [79.0, 34.0] none none [] 0
23 67 Center Back Open Play Off T Normal [111.0, 29.0] [117.0, 43.0] [105.0, 50.0] [112.0, 41.0] [114.0, 46.0] [103.0, 40.0] none none none none [120.0, 39.0] [120.0, 42.0] [118.0, 49.0] [116.0, 45.0] [117.0, 39.0] [117.0, 40.0] [109.0, 48.0] [114.0, 39.0] [120.0, 40.0] [] 0
24 70 Left Center Back Open Play Wayward Normal [107.0, 33.0] [103.0, 37.0] [102.0, 33.0] [85.0, 61.0] [92.0, 38.0] [110.0, 45.0] [108.0, 47.0] none none none [110.0, 42.0] [96.0, 37.0] [99.0, 47.0] [110.0, 36.0] [110.0, 34.0] [108.0, 33.0] [118.0, 38.0] [93.0, 59.0] [107.0, 34.0] [] 0
25 70 Left Midfield Open Play Off T Normal [113.0, 46.0] [112.0, 52.0] none none none none none none none none [115.0, 39.0] [110.0, 37.0] [113.0, 35.0] [119.0, 39.0] [110.0, 55.0] [110.0, 44.0] none none none [] 0
26 74 Left Center Midfield Open Play Saved Normal [82.0, 36.0] [91.0, 25.0] [94.0, 41.0] [90.0, 47.0] none none none none none none [88.0, 30.0] [93.0, 48.0] [89.0, 38.0] [95.0, 39.0] [96.0, 33.0] [97.0, 46.0] [117.0, 40.0] [74.0, 34.0] none [] 0
27 76 Right Wing Open Play Off T Normal [113.0, 38.0] none none none none none none none none none [106.0, 42.0] [112.0, 43.0] [111.0, 38.0] [112.0, 35.0] [107.0, 26.0] [118.0, 40.0] none none none [] 0
28 84 Secondary Striker Open Play Saved Normal [105.0, 27.0] [109.0, 50.0] none none none none none none none none [95.0, 40.0] [119.0, 43.0] [98.0, 49.0] [104.0, 45.0] [106.0, 46.0] [110.0, 43.0] [107.0, 52.0] [101.0, 34.0] [104.0, 54.0] [] 0
29 84 Left Midfield Open Play Off T Half Volley [107.0, 50.0] [110.0, 52.0] none none none none none none none none [98.0, 37.0] [111.0, 42.0] [119.0, 42.0] [113.0, 51.0] [109.0, 46.0] [107.0, 36.0] [114.0, 40.0] [107.0, 53.0] none [] 0
30 85 Left Center Midfield Open Play Goal Normal [109.0, 48.0] [108.0, 39.0] [107.0, 32.0] [92.0, 51.0] none none none none none none [109.0, 42.0] [114.0, 58.0] [112.0, 47.0] [111.0, 44.0] [93.0, 50.0] [119.0, 40.0] [112.0, 38.0] [103.0, 46.0] [111.0, 53.0] [] 0
31 87 Center Forward Open Play Blocked Normal [120.0, 49.0] [116.0, 39.0] none none none none none none none none [118.0, 44.0] [109.0, 49.0] [105.0, 39.0] [118.0, 41.0] [115.0, 41.0] [115.0, 44.0] [120.0, 42.0] [115.0, 49.0] none [] 0
32 87 Secondary Striker Open Play Blocked Normal [105.0, 40.0] [99.0, 31.0] [115.0, 35.0] [113.0, 39.0] [115.0, 46.0] none none none none none [117.0, 46.0] [112.0, 41.0] [119.0, 45.0] [120.0, 42.0] [116.0, 40.0] [114.0, 41.0] [118.0, 39.0] [104.0, 46.0] [109.0, 36.0] [] 0
33 89 Left Center Midfield Open Play Saved Normal [85.0, 58.0] [112.0, 32.0] [99.0, 46.0] [109.0, 49.0] none none none none none none [111.0, 49.0] [108.0, 43.0] [107.0, 32.0] [103.0, 36.0] [101.0, 46.0] [118.0, 38.0] [93.0, 41.0] [100.0, 41.0] [110.0, 36.0] [] 0
34 91 Left Center Back Open Play Off T Normal [111.0, 44.0] [103.0, 41.0] [116.0, 34.0] [116.0, 39.0] [112.0, 36.0] none none none none none [114.0, 39.0] [106.0, 42.0] [113.0, 37.0] [113.0, 43.0] [117.0, 42.0] [110.0, 38.0] [110.0, 37.0] [109.0, 35.0] [118.0, 39.0] [] 0