312 KiB
312 KiB
import pandas as pd
import numpy as np
from pandas.io.json import json_normalize #package for flattening json in pandas df
df = pd.read_json(r"C:\Users\Koushik\Downloads\open-data-master\open-data-master\data\events\19714.json")
shot = df[ (df.type == {'id': 16, 'name': 'Shot'})]33 {'id': 971, 'name': 'Chelsea LFC'}
186 {'id': 971, 'name': 'Chelsea LFC'}
192 {'id': 971, 'name': 'Chelsea LFC'}
196 {'id': 971, 'name': 'Chelsea LFC'}
204 {'id': 971, 'name': 'Chelsea LFC'}
583 {'id': 971, 'name': 'Chelsea LFC'}
695 {'id': 971, 'name': 'Chelsea LFC'}
749 {'id': 971, 'name': 'Chelsea LFC'}
765 {'id': 971, 'name': 'Chelsea LFC'}
832 {'id': 746, 'name': 'Manchester City WFC'}
843 {'id': 746, 'name': 'Manchester City WFC'}
1060 {'id': 971, 'name': 'Chelsea LFC'}
1176 {'id': 971, 'name': 'Chelsea LFC'}
1179 {'id': 971, 'name': 'Chelsea LFC'}
1291 {'id': 971, 'name': 'Chelsea LFC'}
1400 {'id': 971, 'name': 'Chelsea LFC'}
1486 {'id': 971, 'name': 'Chelsea LFC'}
1622 {'id': 971, 'name': 'Chelsea LFC'}
1651 {'id': 746, 'name': 'Manchester City WFC'}
1666 {'id': 971, 'name': 'Chelsea LFC'}
1828 {'id': 971, 'name': 'Chelsea LFC'}
2136 {'id': 971, 'name': 'Chelsea LFC'}
2240 {'id': 971, 'name': 'Chelsea LFC'}
2297 {'id': 746, 'name': 'Manchester City WFC'}
2325 {'id': 971, 'name': 'Chelsea LFC'}
2453 {'id': 746, 'name': 'Manchester City WFC'}
2532 {'id': 746, 'name': 'Manchester City WFC'}
2692 {'id': 971, 'name': 'Chelsea LFC'}
2695 {'id': 971, 'name': 'Chelsea LFC'}
2741 {'id': 746, 'name': 'Manchester City WFC'}
2813 {'id': 971, 'name': 'Chelsea LFC'}
2820 {'id': 971, 'name': 'Chelsea LFC'}
2867 {'id': 746, 'name': 'Manchester City WFC'}
2910 {'id': 746, 'name': 'Manchester City WFC'}
Name: possession_team, dtype: objecteve_type = df["type"]
eve_loc = df["location"]shot = df[(df.possession_team == {'id': 746, 'name': 'Manchester City WFC'}) & (df.type == {'id': 16, 'name': 'Shot'})]shot| bad_behaviour | ball_receipt | ball_recovery | block | dribble | duel | duration | foul_committed | foul_won | goalkeeper | ... | possession_team | related_events | second | shot | substitution | tactics | team | timestamp | type | under_pressure | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 832 | NaN | NaN | NaN | NaN | NaN | NaN | 0.240 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [81b72de5-c633-4b86-97a5-e6e3141a637c, b90b070... | 22 | {'statsbomb_xg': 0.06657825, 'end_location': [... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:26:22.860 | {'id': 16, 'name': 'Shot'} | 1.0 |
| 843 | NaN | NaN | NaN | NaN | NaN | NaN | 0.345 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [0853fb46-b768-4d42-986e-77ea3c96c952, e70ec33... | 32 | {'statsbomb_xg': 0.046157748000000005, 'end_lo... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:26:32.955 | {'id': 16, 'name': 'Shot'} | NaN |
| 1651 | NaN | NaN | NaN | NaN | NaN | NaN | 0.400 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [cba9cd2d-9992-407a-aaf3-0311eb351c87] | 41 | {'one_on_one': True, 'statsbomb_xg': 0.5693016... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:03:41.638 | {'id': 16, 'name': 'Shot'} | NaN |
| 2297 | NaN | NaN | NaN | NaN | NaN | NaN | 2.560 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [79749558-b0e2-4f8c-a1eb-0a8e0aef46e8] | 7 | {'statsbomb_xg': 0.008986439, 'end_location': ... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:25:07.438 | {'id': 16, 'name': 'Shot'} | NaN |
| 2453 | NaN | NaN | NaN | NaN | NaN | NaN | 1.640 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [94d2eb1b-8fc9-49c7-b616-aca417904cd6] | 46 | {'statsbomb_xg': 0.0063227050000000005, 'end_l... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:29:46.198 | {'id': 16, 'name': 'Shot'} | NaN |
| 2532 | NaN | NaN | NaN | NaN | NaN | NaN | 0.840 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [f74bf297-93f1-45b0-81de-eeb3fc69c680] | 51 | {'statsbomb_xg': 0.22746719999999998, 'end_loc... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:31:51.518 | {'id': 16, 'name': 'Shot'} | NaN |
| 2741 | NaN | NaN | NaN | NaN | NaN | NaN | 0.800 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [dd94e36b-a345-4536-b4ee-843bd6e1578b] | 34 | {'statsbomb_xg': 0.2832888, 'end_location': [1... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:40:34.118 | {'id': 16, 'name': 'Shot'} | NaN |
| 2867 | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [3ae2ccbb-4810-41b4-afd9-5f5d020ca1e0, 4ecdab6... | 21 | {'statsbomb_xg': 0.050603393, 'end_location': ... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:44:21.918 | {'id': 16, 'name': 'Shot'} | 1.0 |
| 2910 | NaN | NaN | NaN | NaN | NaN | NaN | 1.828 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [20798c8c-8446-4460-b16a-ad013b7ed0f6] | 7 | {'statsbomb_xg': 0.013315414000000001, 'end_lo... | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-30 00:46:07.810 | {'id': 16, 'name': 'Shot'} | NaN |
9 rows × 33 columns
shot.a832 [117.0, 53.0] 843 [102.0, 50.0] 1651 [115.0, 41.0] 2297 [108.0, 35.0] 2453 [88.0, 34.0] 2532 [113.0, 42.0] 2741 [98.0, 46.0] 2867 [102.0, 35.0] 2910 [109.0, 37.0] Name: location, dtype: object
shot.location.values.tolist()[[117.0, 53.0], [102.0, 50.0], [115.0, 41.0], [108.0, 35.0], [88.0, 34.0], [113.0, 42.0], [98.0, 46.0], [102.0, 35.0], [109.0, 37.0]]
df_2 = pd.DataFrame(shot.location)
df_2[['team1','team2']] = pd.DataFrame(shot.location.values.tolist(), index= shot.location.index)df_2| location | team1 | team2 | |
|---|---|---|---|
| 832 | [117.0, 53.0] | 117.0 | 53.0 |
| 843 | [102.0, 50.0] | 102.0 | 50.0 |
| 1651 | [115.0, 41.0] | 115.0 | 41.0 |
| 2297 | [108.0, 35.0] | 108.0 | 35.0 |
| 2453 | [88.0, 34.0] | 88.0 | 34.0 |
| 2532 | [113.0, 42.0] | 113.0 | 42.0 |
| 2741 | [98.0, 46.0] | 98.0 | 46.0 |
| 2867 | [102.0, 35.0] | 102.0 | 35.0 |
| 2910 | [109.0, 37.0] | 109.0 | 37.0 |
x = df_2.team1.values.tolist()
y = df_2.team2.values.tolist()y[53.0, 50.0, 41.0, 35.0, 34.0, 42.0, 46.0, 35.0, 37.0]
x = np.asarray(x)
y = np.asarray(y)xarray([117., 102., 115., 108., 88., 113., 98., 102., 109.])
yarray([53., 50., 41., 35., 34., 42., 46., 35., 37.])
img = plt.imread(r'C:\Users\Koushik\Documents\football_field.png')x[117.0, 102.0, 115.0, 108.0, 88.0, 113.0, 98.0, 102.0, 109.0]
import matplotlib.pyplot as plt
from scipy.misc import imread
import matplotlib.cbook as cbook
img = plt.imread(r'C:\Users\Koushik\Documents\football_field.png')
""" fig,ax = plt.plot(x,y,'ro')
plt.axis([0,120,0,80])
plt.imshow(img, zorder=0, extent=[0.5, 8.0, 1.0, 7.0])
ax.imshow(img) """
fig, ax = plt.subplots()
ax.imshow(img, extent=[0, 120, 0, 80])
ax.plot(x, y,'ro')[<matplotlib.lines.Line2D at 0x1da4f916cc0>]
stri = ""
for x in shot.location:
stri = stri + str(x)
print(stri)[1;31m---------------------------------------------------------------------------[0m [1;31mTypeError[0m Traceback (most recent call last) [1;32m<ipython-input-20-daff6c53005c>[0m in [0;36m<module>[1;34m()[0m [0;32m 1[0m [0mstri[0m [1;33m=[0m [1;34m""[0m[1;33m[0m[0m [0;32m 2[0m [1;32mfor[0m [0mx[0m [1;32min[0m [0mshot[0m[1;33m.[0m[0mlocation[0m[1;33m:[0m[1;33m[0m[0m [1;32m----> 3[1;33m [0mstri[0m [1;33m=[0m [0mstri[0m [1;33m+[0m [0mstr[0m[1;33m([0m[0mx[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 4[0m [0mprint[0m[1;33m([0m[0mstri[0m[1;33m)[0m[1;33m[0m[0m [1;31mTypeError[0m: 'str' object is not callable
shot.location.to_csv(r"C:\Users\Koushik\Downloads\hope.csv")
loc= pd.read_csv(r"C:\Users\Koushik\Downloads\hope.csv")loc| X | Y | |
|---|---|---|
| 0 | 117 | 53 |
| 1 | 102 | 50 |
| 2 | 115 | 41 |
| 3 | 108 | 35 |
| 4 | 88 | 34 |
| 5 | 113 | 42 |
| 6 | 98 | 46 |
| 7 | 102 | 35 |
| 8 | 109 | 37 |
l =loc.Location.str.split(',', expand=True)[1;31m---------------------------------------------------------------------------[0m [1;31mAttributeError[0m Traceback (most recent call last) [1;32m<ipython-input-15-fcbab9a30745>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0ml[0m [1;33m=[0m[0mloc[0m[1;33m.[0m[0mLocation[0m[1;33m.[0m[0mstr[0m[1;33m.[0m[0msplit[0m[1;33m([0m[1;34m','[0m[1;33m,[0m [0mexpand[0m[1;33m=[0m[1;32mTrue[0m[1;33m)[0m[1;33m[0m[0m [0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\generic.py[0m in [0;36m__getattr__[1;34m(self, name)[0m [0;32m 4374[0m [1;32mif[0m [0mself[0m[1;33m.[0m[0m_info_axis[0m[1;33m.[0m[0m_can_hold_identifiers_and_holds_name[0m[1;33m([0m[0mname[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [0;32m 4375[0m [1;32mreturn[0m [0mself[0m[1;33m[[0m[0mname[0m[1;33m][0m[1;33m[0m[0m [1;32m-> 4376[1;33m [1;32mreturn[0m [0mobject[0m[1;33m.[0m[0m__getattribute__[0m[1;33m([0m[0mself[0m[1;33m,[0m [0mname[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 4377[0m [1;33m[0m[0m [0;32m 4378[0m [1;32mdef[0m [0m__setattr__[0m[1;33m([0m[0mself[0m[1;33m,[0m [0mname[0m[1;33m,[0m [0mvalue[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [1;31mAttributeError[0m: 'DataFrame' object has no attribute 'Location'
df[df.type == {'id': 16, 'name': 'Shot'} & df.possession_team == {'id': 746, 'name': 'Manchester City WFC'} ][1;31m---------------------------------------------------------------------------[0m [1;31mTypeError[0m Traceback (most recent call last) [1;32m~\Anaconda3\lib\site-packages\pandas\core\ops.py[0m in [0;36mna_op[1;34m(x, y)[0m [0;32m 1303[0m [1;32mtry[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 1304[1;33m [0mresult[0m [1;33m=[0m [0mop[0m[1;33m([0m[0mx[0m[1;33m,[0m [0my[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 1305[0m [1;32mexcept[0m [0mTypeError[0m[1;33m:[0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\ops.py[0m in [0;36mrand_[1;34m(left, right)[0m [0;32m 148[0m [1;32mdef[0m [0mrand_[0m[1;33m([0m[0mleft[0m[1;33m,[0m [0mright[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [1;32m--> 149[1;33m [1;32mreturn[0m [0moperator[0m[1;33m.[0m[0mand_[0m[1;33m([0m[0mright[0m[1;33m,[0m [0mleft[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 150[0m [1;33m[0m[0m [1;31mTypeError[0m: unsupported operand type(s) for &: 'dict' and 'dict' During handling of the above exception, another exception occurred: [1;31mTypeError[0m Traceback (most recent call last) [1;32m~\Anaconda3\lib\site-packages\pandas\core\ops.py[0m in [0;36mna_op[1;34m(x, y)[0m [0;32m 1320[0m [1;32mtry[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 1321[1;33m [0mresult[0m [1;33m=[0m [0mlibops[0m[1;33m.[0m[0mscalar_binop[0m[1;33m([0m[0mx[0m[1;33m,[0m [0my[0m[1;33m,[0m [0mop[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 1322[0m [1;32mexcept[0m[1;33m:[0m[1;33m[0m[0m [1;32mpandas\_libs\ops.pyx[0m in [0;36mpandas._libs.ops.scalar_binop[1;34m()[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\ops.py[0m in [0;36mrand_[1;34m(left, right)[0m [0;32m 148[0m [1;32mdef[0m [0mrand_[0m[1;33m([0m[0mleft[0m[1;33m,[0m [0mright[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [1;32m--> 149[1;33m [1;32mreturn[0m [0moperator[0m[1;33m.[0m[0mand_[0m[1;33m([0m[0mright[0m[1;33m,[0m [0mleft[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 150[0m [1;33m[0m[0m [1;31mTypeError[0m: unsupported operand type(s) for &: 'bool' and 'dict' During handling of the above exception, another exception occurred: [1;31mTypeError[0m Traceback (most recent call last) [1;32m<ipython-input-6-63503520b9da>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0mdf[0m[1;33m[[0m[0mdf[0m[1;33m.[0m[0mtype[0m [1;33m==[0m [1;33m{[0m[1;34m'id'[0m[1;33m:[0m [1;36m16[0m[1;33m,[0m [1;34m'name'[0m[1;33m:[0m [1;34m'Shot'[0m[1;33m}[0m [1;33m&[0m [0mdf[0m[1;33m.[0m[0mpossession_team[0m [1;33m==[0m [1;33m{[0m[1;34m'id'[0m[1;33m:[0m [1;36m746[0m[1;33m,[0m [1;34m'name'[0m[1;33m:[0m [1;34m'Manchester City WFC'[0m[1;33m}[0m [1;33m][0m[1;33m[0m[0m [0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\ops.py[0m in [0;36mwrapper[1;34m(self, other)[0m [0;32m 1358[0m is_integer_dtype(np.asarray(other)) else fill_bool) [0;32m 1359[0m [1;33m[0m[0m [1;32m-> 1360[1;33m [0mres_values[0m [1;33m=[0m [0mna_op[0m[1;33m([0m[0mself[0m[1;33m.[0m[0mvalues[0m[1;33m,[0m [0mother[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 1361[0m [0munfilled[0m [1;33m=[0m [0mself[0m[1;33m.[0m[0m_constructor[0m[1;33m([0m[0mres_values[0m[1;33m,[0m [0mindex[0m[1;33m=[0m[0mself[0m[1;33m.[0m[0mindex[0m[1;33m)[0m[1;33m[0m[0m [0;32m 1362[0m [1;32mreturn[0m [0mfiller[0m[1;33m([0m[0munfilled[0m[1;33m)[0m[1;33m.[0m[0m__finalize__[0m[1;33m([0m[0mself[0m[1;33m)[0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\ops.py[0m in [0;36mna_op[1;34m(x, y)[0m [0;32m 1324[0m [1;34m"with a scalar of type [{typ}]"[0m[1;33m[0m[0m [0;32m 1325[0m .format(dtype=x.dtype, [1;32m-> 1326[1;33m typ=type(y).__name__)) [0m[0;32m 1327[0m [1;33m[0m[0m [0;32m 1328[0m [1;32mreturn[0m [0mresult[0m[1;33m[0m[0m [1;31mTypeError[0m: cannot compare a dtyped [object] array with a scalar of type [bool]
ab = df[df.type == {'id': 16, 'name': 'Shot'} ]ab.location.str.split(",", n = 1, expand = True) | 0 | |
|---|---|
| 33 | NaN |
| 186 | NaN |
| 192 | NaN |
| 196 | NaN |
| 204 | NaN |
| 583 | NaN |
| 695 | NaN |
| 749 | NaN |
| 765 | NaN |
| 832 | NaN |
| 843 | NaN |
| 1060 | NaN |
| 1176 | NaN |
| 1179 | NaN |
| 1291 | NaN |
| 1400 | NaN |
| 1486 | NaN |
| 1622 | NaN |
| 1651 | NaN |
| 1666 | NaN |
| 1828 | NaN |
| 2136 | NaN |
| 2240 | NaN |
| 2297 | NaN |
| 2325 | NaN |
| 2453 | NaN |
| 2532 | NaN |
| 2692 | NaN |
| 2695 | NaN |
| 2741 | NaN |
| 2813 | NaN |
| 2820 | NaN |
| 2867 | NaN |
| 2910 | NaN |
loc = ab.locationloc.to_csv(r"C:\Users\Koushik\Downloads\hope.csv")loc= pd.read_csv(r"C:\Users\Koushik\Downloads\hope.csv")l =loc.Location.str.split(',', expand=True)
x_axis = np.asarray(l[0])
y_axis = np.asarray(l[1])
comb = np.column_stack((x_axis,y_axis))combarray([['117.0', ' 53.0'],
['102.0', ' 50.0'],
['115.0', ' 41.0'],
['108.0', ' 35.0'],
['88.0', ' 34.0'],
['113.0', ' 42.0'],
['98.0', ' 46.0'],
['102.0', ' 35.0'],
['109.0', ' 37.0']], dtype=object)final = pd.DataFrame(data=npcomb,columns=['X','Y'])
[1;31m---------------------------------------------------------------------------[0m [1;31mAttributeError[0m Traceback (most recent call last) [1;32m<ipython-input-48-0269b9e16415>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0mfinal[0m [1;33m=[0m [0mpd[0m[1;33m.[0m[0mDataFrame[0m[1;33m([0m[0mdata[0m[1;33m=[0m[0mnp[0m[1;33m.[0m[0mcomb[0m[1;33m,[0m[0mcolumns[0m[1;33m=[0m[1;33m[[0m[1;34m'X'[0m[1;33m,[0m[1;34m'Y'[0m[1;33m][0m[1;33m)[0m[1;33m[0m[0m [0m [1;31mAttributeError[0m: module 'numpy' has no attribute 'comb'
final| X | Y | |
|---|---|---|
| 0 | 117.0 | 53.0 |
| 1 | 102.0 | 50.0 |
| 2 | 115.0 | 41.0 |
| 3 | 108.0 | 35.0 |
| 4 | 88.0 | 34.0 |
| 5 | 113.0 | 42.0 |
| 6 | 98.0 | 46.0 |
| 7 | 102.0 | 35.0 |
| 8 | 109.0 | 37.0 |
final.to_csv(r"C:\Users\Koushik\Downloads\hope.csv")combarray([['117.0', ' 53.0'],
['102.0', ' 50.0'],
['115.0', ' 41.0'],
['108.0', ' 35.0'],
['88.0', ' 34.0'],
['113.0', ' 42.0'],
['98.0', ' 46.0'],
['102.0', ' 35.0'],
['109.0', ' 37.0']], dtype=object)x_axisarray(['117.0', '102.0', '115.0', '108.0', '88.0', '113.0', '98.0',
'102.0', '109.0'], dtype=object)import seaborn as sns; sns.set()
import matplotlib.pyplot as plt
sns.scatterplot(data = comb)<matplotlib.axes._subplots.AxesSubplot at 0x1df385fd198>
pltsns.lmplot(x='Attack', y='Defense', data=comb,
fit_reg=False, # No regression line
hue='Stage') # Color by evolution stageloc.Cordinates0 115.0, 25.0 1 109.0, 51.0 2 99.0, 52.0 3 107.0, 40.0 4 108.0, 32.0 5 108.0, 32.0 6 87.0, 41.0 7 108.0, 36.0 8 105.0, 43.0 9 117.0, 53.0 10 102.0, 50.0 11 112.0, 39.0 12 115.0, 54.0 13 102.0, 34.0 14 108.0, 47.0 15 94.0, 54.0 16 108.0, 27.0 17 114.0, 34.0 18 115.0, 41.0 19 109.0, 39.0 20 117.0, 31.0 21 91.0, 52.0 22 118.0, 39.0 23 108.0, 35.0 24 111.0, 32.0 25 88.0, 34.0 26 113.0, 42.0 27 107.0, 47.0 28 110.0, 36.0 29 98.0, 46.0 30 113.0, 42.0 31 109.0, 52.0 32 102.0, 35.0 33 109.0, 37.0 Name: Cordinates, dtype: object
x = loc.Cordinates.applymap(str)[1;31m---------------------------------------------------------------------------[0m [1;31mAttributeError[0m Traceback (most recent call last) [1;32m<ipython-input-153-07d6bb01ed6c>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0mx[0m [1;33m=[0m [0mloc[0m[1;33m.[0m[0mCordinates[0m[1;33m.[0m[0mapplymap[0m[1;33m([0m[0mstr[0m[1;33m)[0m[1;33m[0m[0m [0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\generic.py[0m in [0;36m__getattr__[1;34m(self, name)[0m [0;32m 4374[0m [1;32mif[0m [0mself[0m[1;33m.[0m[0m_info_axis[0m[1;33m.[0m[0m_can_hold_identifiers_and_holds_name[0m[1;33m([0m[0mname[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [0;32m 4375[0m [1;32mreturn[0m [0mself[0m[1;33m[[0m[0mname[0m[1;33m][0m[1;33m[0m[0m [1;32m-> 4376[1;33m [1;32mreturn[0m [0mobject[0m[1;33m.[0m[0m__getattribute__[0m[1;33m([0m[0mself[0m[1;33m,[0m [0mname[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 4377[0m [1;33m[0m[0m [0;32m 4378[0m [1;32mdef[0m [0m__setattr__[0m[1;33m([0m[0mself[0m[1;33m,[0m [0mname[0m[1;33m,[0m [0mvalue[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [1;31mAttributeError[0m: 'Series' object has no attribute 'applymap'
l =loc.Cordinates.str.split(',', expand=True)
l[1;31m---------------------------------------------------------------------------[0m [1;31mNameError[0m Traceback (most recent call last) [1;32m<ipython-input-1-6158028f8780>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0ml[0m [1;33m=[0m[0mloc[0m[1;33m.[0m[0mCordinates[0m[1;33m.[0m[0mstr[0m[1;33m.[0m[0msplit[0m[1;33m([0m[1;34m','[0m[1;33m,[0m [0mexpand[0m[1;33m=[0m[1;32mTrue[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 2[0m [0ml[0m[1;33m[0m[0m [1;31mNameError[0m: name 'loc' is not defined
x_axis = np.asarray(l[0])
y_axis = np.asarray(l[1])x_axisarray(['115.0', '109.0', '99.0', '107.0', '108.0', '108.0', '87.0',
'108.0', '105.0', '117.0', '102.0', '112.0', '115.0', '102.0',
'108.0', '94.0', '108.0', '114.0', '115.0', '109.0', '117.0',
'91.0', '118.0', '108.0', '111.0', '88.0', '113.0', '107.0',
'110.0', '98.0', '113.0', '109.0', '102.0', '109.0'], dtype=object)y_axisarray([' 25.0', ' 51.0', ' 52.0', ' 40.0', ' 32.0', ' 32.0', ' 41.0',
' 36.0', ' 43.0', ' 53.0', ' 50.0', ' 39.0', ' 54.0', ' 34.0',
' 47.0', ' 54.0', ' 27.0', ' 34.0', ' 41.0', ' 39.0', ' 31.0',
' 52.0', ' 39.0', ' 35.0', ' 32.0', ' 34.0', ' 42.0', ' 47.0',
' 36.0', ' 46.0', ' 42.0', ' 52.0', ' 35.0', ' 37.0'], dtype=object)import matplotlib.pyplot as plt
plt.plot(x_axis,y_axis,'ro')
plt.show()numarray([list([115.0, 25.0]), list([109.0, 51.0]), list([99.0, 52.0]),
list([107.0, 40.0]), list([108.0, 32.0]), list([108.0, 32.0]),
list([87.0, 41.0]), list([108.0, 36.0]), list([105.0, 43.0]),
list([117.0, 53.0]), list([102.0, 50.0]), list([112.0, 39.0]),
list([115.0, 54.0]), list([102.0, 34.0]), list([108.0, 47.0]),
list([94.0, 54.0]), list([108.0, 27.0]), list([114.0, 34.0]),
list([115.0, 41.0]), list([109.0, 39.0]), list([117.0, 31.0]),
list([91.0, 52.0]), list([118.0, 39.0]), list([108.0, 35.0]),
list([111.0, 32.0]), list([88.0, 34.0]), list([113.0, 42.0]),
list([107.0, 47.0]), list([110.0, 36.0]), list([98.0, 46.0]),
list([113.0, 42.0]), list([109.0, 52.0]), list([102.0, 35.0]),
list([109.0, 37.0])], dtype=object)import keras[1;31m---------------------------------------------------------------------------[0m [1;31mModuleNotFoundError[0m Traceback (most recent call last) [1;32m<ipython-input-108-88d96843a926>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [1;32mimport[0m [0mkeras[0m[1;33m[0m[0m [0m [1;31mModuleNotFoundError[0m: No module named 'keras'
conc = list(zip(eve_type,eve_loc))conc[({'id': 35, 'name': 'Starting XI'}, nan),
({'id': 35, 'name': 'Starting XI'}, nan),
({'id': 18, 'name': 'Half Start'}, nan),
({'id': 18, 'name': 'Half Start'}, nan),
({'id': 30, 'name': 'Pass'}, [61.0, 40.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [63.0, 37.0]),
({'id': 17, 'name': 'Pressure'}, [47.0, 41.0]),
({'id': 30, 'name': 'Pass'}, [69.0, 33.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [84.0, 5.0]),
({'id': 17, 'name': 'Pressure'}, [35.0, 69.0]),
({'id': 38, 'name': 'Miscontrol'}, [108.0, 10.0]),
({'id': 17, 'name': 'Pressure'}, [11.0, 72.0]),
({'id': 30, 'name': 'Pass'}, [6.0, 43.0]),
({'id': 30, 'name': 'Pass'}, [62.0, 12.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [59.0, 71.0]),
({'id': 17, 'name': 'Pressure'}, [78.0, 5.0]),
({'id': 30, 'name': 'Pass'}, [41.0, 71.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 8.0]),
({'id': 6, 'name': 'Block'}, [78.0, 8.0]),
({'id': 17, 'name': 'Pressure'}, [72.0, 11.0]),
({'id': 30, 'name': 'Pass'}, [43.0, 66.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [58.0, 76.0]),
({'id': 30, 'name': 'Pass'}, [58.0, 76.0]),
({'id': 17, 'name': 'Pressure'}, [48.0, 8.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 71.0]),
({'id': 38, 'name': 'Miscontrol'}, [79.0, 70.0]),
({'id': 2, 'name': 'Ball Recovery'}, [37.0, 10.0]),
({'id': 30, 'name': 'Pass'}, [44.0, 17.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [95.0, 23.0]),
({'id': 39, 'name': 'Dribbled Past'}, [23.0, 59.0]),
({'id': 14, 'name': 'Dribble'}, [98.0, 22.0]),
({'id': 39, 'name': 'Dribbled Past'}, [3.0, 59.0]),
({'id': 14, 'name': 'Dribble'}, [118.0, 22.0]),
({'id': 16, 'name': 'Shot'}, [115.0, 25.0]),
({'id': 6, 'name': 'Block'}, [4.0, 47.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 54.0]),
({'id': 30, 'name': 'Pass'}, [119.0, 2.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [115.0, 33.0]),
({'id': 6, 'name': 'Block'}, [115.0, 36.0]),
({'id': 9, 'name': 'Clearance'}, [5.0, 48.0]),
({'id': 2, 'name': 'Ball Recovery'}, [49.0, 25.0]),
({'id': 17, 'name': 'Pressure'}, [67.0, 58.0]),
({'id': 30, 'name': 'Pass'}, [54.0, 24.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [47.0, 10.0]),
({'id': 6, 'name': 'Block'}, [68.0, 55.0]),
({'id': 2, 'name': 'Ball Recovery'}, [72.0, 50.0]),
({'id': 17, 'name': 'Pressure'}, [32.0, 47.0]),
({'id': 30, 'name': 'Pass'}, [92.0, 26.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [96.0, 5.0]),
({'id': 17, 'name': 'Pressure'}, [22.0, 73.0]),
({'id': 30, 'name': 'Pass'}, [95.0, 5.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [87.0, 16.0]),
({'id': 17, 'name': 'Pressure'}, [30.0, 57.0]),
({'id': 30, 'name': 'Pass'}, [87.0, 17.0]),
({'id': 17, 'name': 'Pressure'}, [15.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [105.0, 40.0]),
({'id': 30, 'name': 'Pass'}, [100.0, 40.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [90.0, 54.0]),
({'id': 17, 'name': 'Pressure'}, [30.0, 30.0]),
({'id': 30, 'name': 'Pass'}, [90.0, 54.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [101.0, 59.0]),
({'id': 17, 'name': 'Pressure'}, [23.0, 22.0]),
({'id': 14, 'name': 'Dribble'}, [115.0, 59.0]),
({'id': 4, 'name': 'Duel'}, [6.0, 22.0]),
({'id': 30, 'name': 'Pass'}, [120.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [118.0, 41.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 39.0]),
({'id': 2, 'name': 'Ball Recovery'}, [10.0, 38.0]),
({'id': 30, 'name': 'Pass'}, [9.0, 41.0]),
({'id': 17, 'name': 'Pressure'}, [81.0, 38.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [38.0, 47.0]),
({'id': 17, 'name': 'Pressure'}, [82.0, 32.0]),
({'id': 17, 'name': 'Pressure'}, [87.0, 41.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 40.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [29.0, 55.0]),
({'id': 30, 'name': 'Pass'}, [27.0, 58.0]),
({'id': 17, 'name': 'Pressure'}, [79.0, 67.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [84.0, 69.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 15.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 10.0]),
({'id': 17, 'name': 'Pressure'}, [74.0, 74.0]),
({'id': 14, 'name': 'Dribble'}, [41.0, 7.0]),
({'id': 4, 'name': 'Duel'}, [80.0, 74.0]),
({'id': 17, 'name': 'Pressure'}, [80.0, 78.0]),
({'id': 2, 'name': 'Ball Recovery'}, [43.0, 7.0]),
({'id': 3, 'name': 'Dispossessed'}, [50.0, 3.0]),
({'id': 4, 'name': 'Duel'}, [71.0, 78.0]),
({'id': 30, 'name': 'Pass'}, [78.0, 76.0]),
({'id': 17, 'name': 'Pressure'}, [43.0, 9.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [84.0, 77.0]),
({'id': 30, 'name': 'Pass'}, [84.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [81.0, 69.0]),
({'id': 17, 'name': 'Pressure'}, [39.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [83.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [93.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [90.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [92.0, 55.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 28.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 24.0]),
({'id': 30, 'name': 'Pass'}, [29.0, 24.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [25.0, 28.0]),
({'id': 30, 'name': 'Pass'}, [25.0, 27.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [26.0, 14.0]),
({'id': 17, 'name': 'Pressure'}, [93.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [32.0, 15.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 18.0]),
({'id': 2, 'name': 'Ball Recovery'}, [24.0, 58.0]),
({'id': 30, 'name': 'Pass'}, [24.0, 53.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [34.0, 27.0]),
({'id': 17, 'name': 'Pressure'}, [75.0, 47.0]),
({'id': 30, 'name': 'Pass'}, [43.0, 27.0]),
({'id': 17, 'name': 'Pressure'}, [40.0, 61.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [69.0, 21.0]),
({'id': 3, 'name': 'Dispossessed'}, [69.0, 22.0]),
({'id': 4, 'name': 'Duel'}, [52.0, 59.0]),
({'id': 2, 'name': 'Ball Recovery'}, [56.0, 60.0]),
({'id': 17, 'name': 'Pressure'}, [54.0, 7.0]),
({'id': 30, 'name': 'Pass'}, [65.0, 74.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [43.0, 76.0]),
({'id': 30, 'name': 'Pass'}, [37.0, 76.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [36.0, 64.0]),
({'id': 30, 'name': 'Pass'}, [37.0, 53.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [32.0, 27.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 26.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 8.0]),
({'id': 17, 'name': 'Pressure'}, [83.0, 73.0]),
({'id': 30, 'name': 'Pass'}, [38.0, 7.0]),
({'id': 17, 'name': 'Pressure'}, [58.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [61.0, 14.0]),
({'id': 3, 'name': 'Dispossessed'}, [53.0, 6.0]),
({'id': 4, 'name': 'Duel'}, [68.0, 75.0]),
({'id': 30, 'name': 'Pass'}, [73.0, 70.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [88.0, 64.0]),
({'id': 17, 'name': 'Pressure'}, [32.0, 23.0]),
({'id': 3, 'name': 'Dispossessed'}, [87.0, 60.0]),
({'id': 4, 'name': 'Duel'}, [34.0, 21.0]),
({'id': 2, 'name': 'Ball Recovery'}, [35.0, 29.0]),
({'id': 17, 'name': 'Pressure'}, [79.0, 59.0]),
({'id': 30, 'name': 'Pass'}, [40.0, 33.0]),
({'id': 17, 'name': 'Pressure'}, [64.0, 54.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [57.0, 29.0]),
({'id': 38, 'name': 'Miscontrol'}, [57.0, 28.0]),
({'id': 2, 'name': 'Ball Recovery'}, [66.0, 62.0]),
({'id': 17, 'name': 'Pressure'}, [66.0, 62.0]),
({'id': 30, 'name': 'Pass'}, [53.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 3.0]),
({'id': 30, 'name': 'Pass'}, [45.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [38.0, 9.0]),
({'id': 30, 'name': 'Pass'}, [33.0, 13.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [25.0, 25.0]),
({'id': 30, 'name': 'Pass'}, [21.0, 27.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [44.0, 75.0]),
({'id': 2, 'name': 'Ball Recovery'}, [76.0, 4.0]),
({'id': 17, 'name': 'Pressure'}, [47.0, 78.0]),
({'id': 38, 'name': 'Miscontrol'}, [76.0, 2.0]),
({'id': 30, 'name': 'Pass'}, [51.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [42.0, 74.0]),
({'id': 17, 'name': 'Pressure'}, [68.0, 4.0]),
({'id': 30, 'name': 'Pass'}, [47.0, 73.0]),
({'id': 17, 'name': 'Pressure'}, [57.0, 7.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [63.0, 70.0]),
({'id': 30, 'name': 'Pass'}, [63.0, 70.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [67.0, 78.0]),
({'id': 17, 'name': 'Pressure'}, [54.0, 3.0]),
({'id': 38, 'name': 'Miscontrol'}, [65.0, 79.0]),
({'id': 30, 'name': 'Pass'}, [66.0, 1.0]),
({'id': 17, 'name': 'Pressure'}, [29.0, 75.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [91.0, 5.0]),
({'id': 30, 'name': 'Pass'}, [87.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [82.0, 4.0]),
({'id': 30, 'name': 'Pass'}, [81.0, 2.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [88.0, 65.0]),
({'id': 17, 'name': 'Pressure'}, [14.0, 24.0]),
({'id': 30, 'name': 'Pass'}, [116.0, 57.0]),
({'id': 6, 'name': 'Block'}, [5.0, 27.0]),
({'id': 17, 'name': 'Pressure'}, [6.0, 15.0]),
({'id': 2, 'name': 'Ball Recovery'}, [116.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [110.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [90.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [92.0, 67.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [104.0, 48.0]),
({'id': 30, 'name': 'Pass'}, [102.0, 45.0]),
({'id': 17, 'name': 'Pressure'}, [17.0, 28.0]),
({'id': 39, 'name': 'Dribbled Past'}, [10.0, 27.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [113.0, 55.0]),
({'id': 14, 'name': 'Dribble'}, [111.0, 54.0]),
({'id': 16, 'name': 'Shot'}, [109.0, 51.0]),
({'id': 6, 'name': 'Block'}, [9.0, 37.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 39.0]),
({'id': 30, 'name': 'Pass'}, [120.0, 80.0]),
({'id': 9, 'name': 'Clearance'}, [13.0, 32.0]),
({'id': 2, 'name': 'Ball Recovery'}, [99.0, 54.0]),
({'id': 16, 'name': 'Shot'}, [99.0, 52.0]),
({'id': 6, 'name': 'Block'}, [13.0, 30.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 40.0]),
({'id': 2, 'name': 'Ball Recovery'}, [111.0, 34.0]),
({'id': 16, 'name': 'Shot'}, [107.0, 40.0]),
({'id': 6, 'name': 'Block'}, [9.0, 44.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 41.0]),
({'id': 30, 'name': 'Pass'}, [104.0, 36.0]),
({'id': 17, 'name': 'Pressure'}, [15.0, 42.0]),
({'id': 17, 'name': 'Pressure'}, [8.0, 49.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [109.0, 29.0]),
({'id': 17, 'name': 'Pressure'}, [8.0, 45.0]),
({'id': 16, 'name': 'Shot'}, [108.0, 32.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 43.0]),
({'id': 5, 'name': 'Camera On'}, nan),
({'id': 30, 'name': 'Pass'}, [44.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [112.0, 65.0]),
({'id': 30, 'name': 'Pass'}, [6.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [11.0, 69.0]),
({'id': 30, 'name': 'Pass'}, [37.0, 67.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [99.0, 54.0]),
({'id': 2, 'name': 'Ball Recovery'}, [11.0, 33.0]),
({'id': 30, 'name': 'Pass'}, [10.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [27.0, 59.0]),
({'id': 30, 'name': 'Pass'}, [27.0, 59.0]),
({'id': 17, 'name': 'Pressure'}, [78.0, 30.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [39.0, 52.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 52.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [43.0, 78.0]),
({'id': 17, 'name': 'Pressure'}, [72.0, 3.0]),
({'id': 30, 'name': 'Pass'}, [48.0, 78.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 74.0]),
({'id': 30, 'name': 'Pass'}, [43.0, 74.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [72.0, 73.0]),
({'id': 38, 'name': 'Miscontrol'}, [74.0, 74.0]),
({'id': 30, 'name': 'Pass'}, [49.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [42.0, 3.0]),
({'id': 30, 'name': 'Pass'}, [40.0, 3.0]),
({'id': 17, 'name': 'Pressure'}, [75.0, 71.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [64.0, 22.0]),
({'id': 30, 'name': 'Pass'}, [61.0, 60.0]),
({'id': 17, 'name': 'Pressure'}, [38.0, 27.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [77.0, 59.0]),
({'id': 30, 'name': 'Pass'}, [77.0, 59.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [71.0, 47.0]),
({'id': 30, 'name': 'Pass'}, [75.0, 41.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [81.0, 7.0]),
({'id': 17, 'name': 'Pressure'}, [36.0, 77.0]),
({'id': 30, 'name': 'Pass'}, [91.0, 13.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [97.0, 6.0]),
({'id': 17, 'name': 'Pressure'}, [25.0, 74.0]),
({'id': 30, 'name': 'Pass'}, [95.0, 15.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [86.0, 14.0]),
({'id': 17, 'name': 'Pressure'}, [35.0, 59.0]),
({'id': 30, 'name': 'Pass'}, [85.0, 15.0]),
({'id': 17, 'name': 'Pressure'}, [21.0, 37.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [99.0, 41.0]),
({'id': 30, 'name': 'Pass'}, [99.0, 41.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [90.0, 53.0]),
({'id': 30, 'name': 'Pass'}, [90.0, 53.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [99.0, 63.0]),
({'id': 17, 'name': 'Pressure'}, [25.0, 12.0]),
({'id': 30, 'name': 'Pass'}, [92.0, 64.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [87.0, 61.0]),
({'id': 17, 'name': 'Pressure'}, [31.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [89.0, 65.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [104.0, 60.0]),
({'id': 2, 'name': 'Ball Recovery'}, [5.0, 26.0]),
({'id': 30, 'name': 'Pass'}, [16.0, 39.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [23.0, 58.0]),
({'id': 30, 'name': 'Pass'}, [36.0, 56.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [38.0, 78.0]),
({'id': 30, 'name': 'Pass'}, [36.0, 75.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [31.0, 70.0]),
({'id': 30, 'name': 'Pass'}, [26.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [11.0, 53.0]),
({'id': 30, 'name': 'Pass'}, [13.0, 54.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [29.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [45.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 67.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [91.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [41.0, 66.0]),
({'id': 30, 'name': 'Pass'}, [80.0, 16.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [93.0, 4.0]),
({'id': 30, 'name': 'Pass'}, [102.0, 9.0]),
({'id': 17, 'name': 'Pressure'}, [11.0, 63.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [114.0, 17.0]),
({'id': 30, 'name': 'Pass'}, [117.0, 24.0]),
({'id': 9, 'name': 'Clearance'}, [5.0, 45.0]),
({'id': 30, 'name': 'Pass'}, [104.0, 51.0]),
({'id': 17, 'name': 'Pressure'}, [17.0, 33.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [95.0, 48.0]),
({'id': 17, 'name': 'Pressure'}, [29.0, 33.0]),
({'id': 30, 'name': 'Pass'}, [86.0, 47.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [87.0, 25.0]),
({'id': 30, 'name': 'Pass'}, [92.0, 25.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [99.0, 9.0]),
({'id': 17, 'name': 'Pressure'}, [15.0, 70.0]),
({'id': 39, 'name': 'Dribbled Past'}, [15.0, 69.0]),
({'id': 14, 'name': 'Dribble'}, [106.0, 12.0]),
({'id': 30, 'name': 'Pass'}, [114.0, 19.0]),
({'id': 30, 'name': 'Pass'}, [7.0, 7.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [36.0, 17.0]),
({'id': 10, 'name': 'Interception'}, [90.0, 74.0]),
({'id': 17, 'name': 'Pressure'}, [28.0, 16.0]),
({'id': 30, 'name': 'Pass'}, [96.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [97.0, 53.0]),
({'id': 30, 'name': 'Pass'}, [95.0, 53.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [89.0, 55.0]),
({'id': 30, 'name': 'Pass'}, [88.0, 55.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [83.0, 30.0]),
({'id': 30, 'name': 'Pass'}, [85.0, 28.0]),
({'id': 30, 'name': 'Pass'}, [108.0, 49.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [107.0, 47.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [107.0, 36.0]),
({'id': 9, 'name': 'Clearance'}, [12.0, 41.0]),
({'id': 17, 'name': 'Pressure'}, [107.0, 36.0]),
({'id': 2, 'name': 'Ball Recovery'}, [23.0, 27.0]),
({'id': 17, 'name': 'Pressure'}, [95.0, 56.0]),
({'id': 30, 'name': 'Pass'}, [29.0, 31.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 41.0]),
({'id': 17, 'name': 'Pressure'}, [79.0, 42.0]),
({'id': 3, 'name': 'Dispossessed'}, [36.0, 33.0]),
({'id': 4, 'name': 'Duel'}, [85.0, 48.0]),
({'id': 2, 'name': 'Ball Recovery'}, [35.0, 42.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 41.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [56.0, 66.0]),
({'id': 10, 'name': 'Interception'}, [70.0, 18.0]),
({'id': 30, 'name': 'Pass'}, [76.0, 19.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [69.0, 24.0]),
({'id': 17, 'name': 'Pressure'}, [42.0, 50.0]),
({'id': 30, 'name': 'Pass'}, [67.0, 33.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [58.0, 46.0]),
({'id': 30, 'name': 'Pass'}, [57.0, 47.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [73.0, 55.0]),
({'id': 30, 'name': 'Pass'}, [72.0, 56.0]),
({'id': 17, 'name': 'Pressure'}, [56.0, 30.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [54.0, 56.0]),
({'id': 30, 'name': 'Pass'}, [56.0, 56.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [78.0, 74.0]),
({'id': 17, 'name': 'Pressure'}, [45.0, 11.0]),
({'id': 30, 'name': 'Pass'}, [70.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 39.0]),
({'id': 30, 'name': 'Pass'}, [51.0, 38.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [54.0, 11.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 15.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [79.0, 18.0]),
({'id': 17, 'name': 'Pressure'}, [37.0, 59.0]),
({'id': 30, 'name': 'Pass'}, [77.0, 19.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [59.0, 18.0]),
({'id': 30, 'name': 'Pass'}, [58.0, 19.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [69.0, 24.0]),
({'id': 17, 'name': 'Pressure'}, [52.0, 57.0]),
({'id': 30, 'name': 'Pass'}, [62.0, 23.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [56.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [29.0, 46.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 48.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [66.0, 79.0]),
({'id': 30, 'name': 'Pass'}, [65.0, 1.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [64.0, 14.0]),
({'id': 30, 'name': 'Pass'}, [64.0, 14.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [66.0, 3.0]),
({'id': 17, 'name': 'Pressure'}, [58.0, 76.0]),
({'id': 30, 'name': 'Pass'}, [67.0, 3.0]),
({'id': 17, 'name': 'Pressure'}, [38.0, 63.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [83.0, 17.0]),
({'id': 30, 'name': 'Pass'}, [83.0, 17.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 19.0]),
({'id': 30, 'name': 'Pass'}, [75.0, 19.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [91.0, 3.0]),
({'id': 30, 'name': 'Pass'}, [30.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [30.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [27.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [26.0, 79.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 71.0]),
({'id': 30, 'name': 'Pass'}, [82.0, 10.0]),
({'id': 17, 'name': 'Pressure'}, [31.0, 76.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [87.0, 6.0]),
({'id': 30, 'name': 'Pass'}, [86.0, 5.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [79.0, 4.0]),
({'id': 30, 'name': 'Pass'}, [79.0, 4.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 19.0]),
({'id': 2, 'name': 'Ball Recovery'}, [40.0, 66.0]),
({'id': 30, 'name': 'Pass'}, [43.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [56.0, 71.0]),
({'id': 17, 'name': 'Pressure'}, [63.0, 16.0]),
({'id': 17, 'name': 'Pressure'}, [57.0, 14.0]),
({'id': 30, 'name': 'Pass'}, [72.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [93.0, 70.0]),
({'id': 2, 'name': 'Ball Recovery'}, [11.0, 23.0]),
({'id': 30, 'name': 'Pass'}, [22.0, 24.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [28.0, 5.0]),
({'id': 17, 'name': 'Pressure'}, [69.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [45.0, 10.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [71.0, 2.0]),
({'id': 30, 'name': 'Pass'}, [82.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [106.0, 6.0]),
({'id': 17, 'name': 'Pressure'}, [12.0, 75.0]),
({'id': 30, 'name': 'Pass'}, [116.0, 19.0]),
({'id': 6, 'name': 'Block'}, [5.0, 53.0]),
({'id': 30, 'name': 'Pass'}, [117.0, 23.0]),
({'id': 6, 'name': 'Block'}, [5.0, 57.0]),
({'id': 17, 'name': 'Pressure'}, [111.0, 32.0]),
({'id': 30, 'name': 'Pass'}, [10.0, 55.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [21.0, 58.0]),
({'id': 17, 'name': 'Pressure'}, [97.0, 22.0]),
({'id': 17, 'name': 'Pressure'}, [98.0, 23.0]),
({'id': 30, 'name': 'Pass'}, [20.0, 59.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [14.0, 64.0]),
({'id': 30, 'name': 'Pass'}, [14.0, 64.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [82.0, 72.0]),
({'id': 30, 'name': 'Pass'}, [38.0, 9.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 34.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 47.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [53.0, 46.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 45.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [83.0, 8.0]),
({'id': 30, 'name': 'Pass'}, [91.0, 11.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [105.0, 37.0]),
({'id': 2, 'name': 'Ball Recovery'}, [16.0, 48.0]),
({'id': 30, 'name': 'Pass'}, [15.0, 65.0]),
({'id': 4, 'name': 'Duel'}, [57.0, 66.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [57.0, 66.0]),
({'id': 30, 'name': 'Pass'}, [64.0, 15.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [70.0, 25.0]),
({'id': 30, 'name': 'Pass'}, [72.0, 29.0]),
({'id': 17, 'name': 'Pressure'}, [23.0, 62.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [113.0, 4.0]),
({'id': 30, 'name': 'Pass'}, [111.0, 10.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [115.0, 12.0]),
({'id': 17, 'name': 'Pressure'}, [10.0, 65.0]),
({'id': 30, 'name': 'Pass'}, [116.0, 12.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [110.0, 47.0]),
({'id': 9, 'name': 'Clearance'}, [9.0, 40.0]),
({'id': 30, 'name': 'Pass'}, [27.0, 1.0]),
({'id': 30, 'name': 'Pass'}, [84.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 4.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [73.0, 70.0]),
({'id': 2, 'name': 'Ball Recovery'}, [49.0, 11.0]),
({'id': 17, 'name': 'Pressure'}, [72.0, 70.0]),
({'id': 38, 'name': 'Miscontrol'}, [51.0, 9.0]),
({'id': 30, 'name': 'Pass'}, [71.0, 72.0]),
({'id': 17, 'name': 'Pressure'}, [48.0, 8.0]),
({'id': 17, 'name': 'Pressure'}, [51.0, 15.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [64.0, 70.0]),
({'id': 30, 'name': 'Pass'}, [63.0, 67.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [47.0, 47.0]),
({'id': 30, 'name': 'Pass'}, [54.0, 26.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [27.0, 35.0]),
({'id': 30, 'name': 'Pass'}, [26.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 65.0]),
({'id': 30, 'name': 'Pass'}, [41.0, 61.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [80.0, 20.0]),
({'id': 30, 'name': 'Pass'}, [43.0, 56.0]),
({'id': 17, 'name': 'Pressure'}, [55.0, 22.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [65.0, 56.0]),
({'id': 39, 'name': 'Dribbled Past'}, [47.0, 22.0]),
({'id': 14, 'name': 'Dribble'}, [74.0, 59.0]),
({'id': 17, 'name': 'Pressure'}, [84.0, 77.0]),
({'id': 28, 'name': 'Shield'}, [38.0, 2.0]),
({'id': 30, 'name': 'Pass'}, [34.0, 1.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [49.0, 2.0]),
({'id': 30, 'name': 'Pass'}, [73.0, 79.0]),
({'id': 17, 'name': 'Pressure'}, [46.0, 9.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 70.0]),
({'id': 30, 'name': 'Pass'}, [75.0, 70.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [71.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [71.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [89.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [32.0, 11.0]),
({'id': 17, 'name': 'Pressure'}, [78.0, 61.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [44.0, 23.0]),
({'id': 3, 'name': 'Dispossessed'}, [50.0, 19.0]),
({'id': 4, 'name': 'Duel'}, [71.0, 62.0]),
({'id': 30, 'name': 'Pass'}, [74.0, 59.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [63.0, 34.0]),
({'id': 30, 'name': 'Pass'}, [72.0, 33.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [96.0, 62.0]),
({'id': 30, 'name': 'Pass'}, [26.0, 24.0]),
({'id': 30, 'name': 'Pass'}, [44.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [44.0, 38.0]),
({'id': 17, 'name': 'Pressure'}, [66.0, 56.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [58.0, 45.0]),
({'id': 30, 'name': 'Pass'}, [58.0, 24.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [47.0, 34.0]),
({'id': 30, 'name': 'Pass'}, [44.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 41.0]),
({'id': 30, 'name': 'Pass'}, [45.0, 45.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [56.0, 8.0]),
({'id': 30, 'name': 'Pass'}, [85.0, 15.0]),
({'id': 17, 'name': 'Pressure'}, [24.0, 48.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [95.0, 31.0]),
({'id': 30, 'name': 'Pass'}, [95.0, 31.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [109.0, 14.0]),
({'id': 30, 'name': 'Pass'}, [2.0, 54.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [20.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [20.0, 67.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [36.0, 56.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 57.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [34.0, 74.0]),
({'id': 17, 'name': 'Pressure'}, [79.0, 7.0]),
({'id': 30, 'name': 'Pass'}, [32.0, 77.0]),
({'id': 6, 'name': 'Block'}, [83.0, 10.0]),
({'id': 2, 'name': 'Ball Recovery'}, [65.0, 8.0]),
({'id': 17, 'name': 'Pressure'}, [48.0, 77.0]),
({'id': 30, 'name': 'Pass'}, [70.0, 12.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [76.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [76.0, 21.0]),
({'id': 17, 'name': 'Pressure'}, [46.0, 63.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [79.0, 16.0]),
({'id': 17, 'name': 'Pressure'}, [37.0, 61.0]),
({'id': 30, 'name': 'Pass'}, [81.0, 18.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [86.0, 27.0]),
({'id': 17, 'name': 'Pressure'}, [32.0, 55.0]),
({'id': 17, 'name': 'Pressure'}, [29.0, 57.0]),
({'id': 38, 'name': 'Miscontrol'}, [90.0, 23.0]),
({'id': 30, 'name': 'Pass'}, [29.0, 59.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [28.0, 53.0]),
({'id': 17, 'name': 'Pressure'}, [89.0, 28.0]),
({'id': 30, 'name': 'Pass'}, [26.0, 50.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [15.0, 33.0]),
({'id': 17, 'name': 'Pressure'}, [83.0, 58.0]),
({'id': 30, 'name': 'Pass'}, [33.0, 12.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 2.0]),
({'id': 17, 'name': 'Pressure'}, [79.0, 77.0]),
({'id': 38, 'name': 'Miscontrol'}, [38.0, 1.0]),
({'id': 30, 'name': 'Pass'}, [84.0, 80.0]),
({'id': 17, 'name': 'Pressure'}, [32.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [88.0, 70.0]),
({'id': 30, 'name': 'Pass'}, [88.0, 70.0]),
({'id': 17, 'name': 'Pressure'}, [37.0, 2.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [80.0, 79.0]),
({'id': 30, 'name': 'Pass'}, [80.0, 79.0]),
({'id': 5, 'name': 'Camera On'}, nan),
({'id': 30, 'name': 'Pass'}, [10.0, 4.0]),
({'id': 17, 'name': 'Pressure'}, [94.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [23.0, 4.0]),
({'id': 30, 'name': 'Pass'}, [21.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [19.0, 23.0]),
({'id': 30, 'name': 'Pass'}, [22.0, 28.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [29.0, 56.0]),
({'id': 30, 'name': 'Pass'}, [38.0, 56.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [88.0, 69.0]),
({'id': 10, 'name': 'Interception'}, [41.0, 15.0]),
({'id': 30, 'name': 'Pass'}, [67.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [46.0, 74.0]),
({'id': 17, 'name': 'Pressure'}, [76.0, 14.0]),
({'id': 30, 'name': 'Pass'}, [47.0, 75.0]),
({'id': 30, 'name': 'Pass'}, [23.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [2.0, 30.0]),
({'id': 17, 'name': 'Pressure'}, [117.0, 50.0]),
({'id': 39, 'name': 'Dribbled Past'}, [118.0, 50.0]),
({'id': 14, 'name': 'Dribble'}, [3.0, 31.0]),
({'id': 17, 'name': 'Pressure'}, [118.0, 47.0]),
({'id': 30, 'name': 'Pass'}, [2.0, 34.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [11.0, 45.0]),
({'id': 30, 'name': 'Pass'}, [46.0, 56.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [96.0, 24.0]),
({'id': 2, 'name': 'Ball Recovery'}, [16.0, 53.0]),
({'id': 30, 'name': 'Pass'}, [16.0, 55.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 36.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 34.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 14.0]),
({'id': 30, 'name': 'Pass'}, [36.0, 16.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 25.0]),
({'id': 30, 'name': 'Pass'}, [48.0, 23.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [41.0, 14.0]),
({'id': 30, 'name': 'Pass'}, [46.0, 11.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 21.0]),
({'id': 17, 'name': 'Pressure'}, [69.0, 56.0]),
({'id': 30, 'name': 'Pass'}, [46.0, 33.0]),
({'id': 17, 'name': 'Pressure'}, [73.0, 19.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 66.0]),
({'id': 30, 'name': 'Pass'}, [37.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [62.0, 8.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [58.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [77.0, 14.0]),
({'id': 2, 'name': 'Ball Recovery'}, [37.0, 56.0]),
({'id': 17, 'name': 'Pressure'}, [85.0, 35.0]),
({'id': 30, 'name': 'Pass'}, [41.0, 42.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 65.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 9.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [48.0, 57.0]),
({'id': 2, 'name': 'Ball Recovery'}, [70.0, 18.0]),
({'id': 30, 'name': 'Pass'}, [69.0, 23.0]),
({'id': 17, 'name': 'Pressure'}, [30.0, 54.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [94.0, 24.0]),
({'id': 39, 'name': 'Dribbled Past'}, [12.0, 54.0]),
({'id': 14, 'name': 'Dribble'}, [109.0, 27.0]),
({'id': 16, 'name': 'Shot'}, [108.0, 32.0]),
({'id': 6, 'name': 'Block'}, [11.0, 47.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 41.0]),
({'id': 2, 'name': 'Ball Recovery'}, [109.0, 78.0]),
({'id': 30, 'name': 'Pass'}, [107.0, 74.0]),
({'id': 17, 'name': 'Pressure'}, [21.0, 19.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [93.0, 67.0]),
({'id': 30, 'name': 'Pass'}, [90.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [89.0, 54.0]),
({'id': 17, 'name': 'Pressure'}, [21.0, 27.0]),
({'id': 30, 'name': 'Pass'}, [92.0, 54.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [104.0, 54.0]),
({'id': 5, 'name': 'Camera On'}, nan),
({'id': 38, 'name': 'Miscontrol'}, [91.0, 62.0]),
({'id': 23, 'name': 'Goal Keeper'}, [26.0, 22.0]),
({'id': 2, 'name': 'Ball Recovery'}, [43.0, 17.0]),
({'id': 30, 'name': 'Pass'}, [52.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [62.0, 36.0]),
({'id': 30, 'name': 'Pass'}, [64.0, 43.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [89.0, 69.0]),
({'id': 17, 'name': 'Pressure'}, [20.0, 22.0]),
({'id': 14, 'name': 'Dribble'}, [102.0, 59.0]),
({'id': 4, 'name': 'Duel'}, [19.0, 22.0]),
({'id': 17, 'name': 'Pressure'}, [112.0, 56.0]),
({'id': 2, 'name': 'Ball Recovery'}, [5.0, 29.0]),
({'id': 22, 'name': 'Foul Committed'}, [110.0, 55.0]),
({'id': 21, 'name': 'Foul Won'}, [11.0, 26.0]),
({'id': 30, 'name': 'Pass'}, [11.0, 25.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [65.0, 30.0]),
({'id': 30, 'name': 'Pass'}, [25.0, 55.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [36.0, 60.0]),
({'id': 30, 'name': 'Pass'}, [33.0, 60.0]),
({'id': 17, 'name': 'Pressure'}, [94.0, 37.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [14.0, 42.0]),
({'id': 30, 'name': 'Pass'}, [14.0, 34.0]),
({'id': 2, 'name': 'Ball Recovery'}, [81.0, 69.0]),
({'id': 17, 'name': 'Pressure'}, [38.0, 12.0]),
({'id': 30, 'name': 'Pass'}, [91.0, 65.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [84.0, 54.0]),
({'id': 2, 'name': 'Ball Recovery'}, [37.0, 30.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 38.0]),
({'id': 17, 'name': 'Pressure'}, [87.0, 44.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [84.0, 49.0]),
({'id': 2, 'name': 'Ball Recovery'}, [25.0, 39.0]),
({'id': 30, 'name': 'Pass'}, [26.0, 40.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [29.0, 57.0]),
({'id': 17, 'name': 'Pressure'}, [88.0, 23.0]),
({'id': 30, 'name': 'Pass'}, [28.0, 58.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [38.0, 76.0]),
({'id': 17, 'name': 'Pressure'}, [78.0, 7.0]),
({'id': 30, 'name': 'Pass'}, [38.0, 76.0]),
({'id': 17, 'name': 'Pressure'}, [70.0, 20.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 60.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 47.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [59.0, 32.0]),
({'id': 30, 'name': 'Pass'}, [69.0, 29.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [90.0, 7.0]),
({'id': 17, 'name': 'Pressure'}, [27.0, 70.0]),
({'id': 17, 'name': 'Pressure'}, [18.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [108.0, 14.0]),
({'id': 6, 'name': 'Block'}, [8.0, 52.0]),
({'id': 17, 'name': 'Pressure'}, [112.0, 14.0]),
({'id': 30, 'name': 'Pass'}, [10.0, 69.0]),
({'id': 6, 'name': 'Block'}, [113.0, 12.0]),
({'id': 30, 'name': 'Pass'}, [22.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 75.0]),
({'id': 17, 'name': 'Pressure'}, [89.0, 5.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 77.0]),
({'id': 17, 'name': 'Pressure'}, [25.0, 76.0]),
({'id': 5, 'name': 'Camera On'}, nan),
({'id': 39, 'name': 'Dribbled Past'}, [25.0, 78.0]),
({'id': 14, 'name': 'Dribble'}, [96.0, 3.0]),
({'id': 17, 'name': 'Pressure'}, [10.0, 63.0]),
({'id': 30, 'name': 'Pass'}, [113.0, 11.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [102.0, 78.0]),
({'id': 30, 'name': 'Pass'}, [19.0, 1.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [6.0, 13.0]),
({'id': 30, 'name': 'Pass'}, [8.0, 9.0]),
({'id': 17, 'name': 'Pressure'}, [109.0, 75.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [12.0, 1.0]),
({'id': 30, 'name': 'Pass'}, [21.0, 1.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [24.0, 10.0]),
({'id': 30, 'name': 'Pass'}, [22.0, 11.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [10.0, 11.0]),
({'id': 17, 'name': 'Pressure'}, [105.0, 69.0]),
({'id': 22, 'name': 'Foul Committed'}, [99.0, 73.0]),
({'id': 21, 'name': 'Foul Won'}, [22.0, 8.0]),
({'id': 30, 'name': 'Pass'}, [22.0, 13.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [25.0, 11.0]),
({'id': 30, 'name': 'Pass'}, [27.0, 11.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [16.0, 20.0]),
({'id': 30, 'name': 'Pass'}, [16.0, 20.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [29.0, 9.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 15.0]),
({'id': 17, 'name': 'Pressure'}, [69.0, 64.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [46.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [42.0, 16.0]),
({'id': 30, 'name': 'Pass'}, [41.0, 6.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [76.0, 12.0]),
({'id': 17, 'name': 'Pressure'}, [50.0, 64.0]),
({'id': 30, 'name': 'Pass'}, [89.0, 38.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [95.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [99.0, 57.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [84.0, 51.0]),
({'id': 30, 'name': 'Pass'}, [86.0, 49.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [80.0, 38.0]),
({'id': 30, 'name': 'Pass'}, [83.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [78.0, 22.0]),
({'id': 30, 'name': 'Pass'}, [81.0, 23.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [83.0, 38.0]),
({'id': 17, 'name': 'Pressure'}, [32.0, 49.0]),
({'id': 16, 'name': 'Shot'}, [87.0, 41.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 40.0]),
({'id': 30, 'name': 'Pass'}, [7.0, 45.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [49.0, 63.0]),
({'id': 17, 'name': 'Pressure'}, [68.0, 18.0]),
({'id': 30, 'name': 'Pass'}, [49.0, 63.0]),
({'id': 30, 'name': 'Pass'}, [46.0, 22.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [72.0, 59.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [53.0, 47.0]),
({'id': 2, 'name': 'Ball Recovery'}, [69.0, 33.0]),
({'id': 17, 'name': 'Pressure'}, [45.0, 73.0]),
({'id': 38, 'name': 'Miscontrol'}, [79.0, 6.0]),
({'id': 28, 'name': 'Shield'}, [38.0, 79.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 69.0]),
({'id': 17, 'name': 'Pressure'}, [86.0, 8.0]),
({'id': 30, 'name': 'Pass'}, [37.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [34.0, 75.0]),
({'id': 17, 'name': 'Pressure'}, [82.0, 4.0]),
({'id': 30, 'name': 'Pass'}, [34.0, 75.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 63.0]),
({'id': 17, 'name': 'Pressure'}, [79.0, 13.0]),
({'id': 17, 'name': 'Pressure'}, [70.0, 18.0]),
({'id': 14, 'name': 'Dribble'}, [54.0, 68.0]),
({'id': 4, 'name': 'Duel'}, [67.0, 13.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [80.0, 78.0]),
({'id': 17, 'name': 'Pressure'}, [43.0, 6.0]),
({'id': 17, 'name': 'Pressure'}, [49.0, 9.0]),
({'id': 30, 'name': 'Pass'}, [67.0, 72.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [56.0, 68.0]),
({'id': 17, 'name': 'Pressure'}, [68.0, 13.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [57.0, 76.0]),
({'id': 30, 'name': 'Pass'}, [56.0, 75.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [40.0, 73.0]),
({'id': 30, 'name': 'Pass'}, [33.0, 74.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [32.0, 43.0]),
({'id': 17, 'name': 'Pressure'}, [85.0, 40.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 36.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 10.0]),
({'id': 30, 'name': 'Pass'}, [52.0, 9.0]),
({'id': 6, 'name': 'Block'}, [67.0, 73.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 9.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [83.0, 51.0]),
({'id': 30, 'name': 'Pass'}, [100.0, 56.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [95.0, 44.0]),
({'id': 17, 'name': 'Pressure'}, [22.0, 36.0]),
({'id': 17, 'name': 'Pressure'}, [16.0, 44.0]),
({'id': 30, 'name': 'Pass'}, [102.0, 37.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [109.0, 26.0]),
({'id': 30, 'name': 'Pass'}, [111.0, 24.0]),
({'id': 17, 'name': 'Pressure'}, [10.0, 45.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [111.0, 35.0]),
({'id': 16, 'name': 'Shot'}, [108.0, 36.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 44.0]),
({'id': 5, 'name': 'Camera On'}, nan),
({'id': 17, 'name': 'Pressure'}, [99.0, 30.0]),
({'id': 30, 'name': 'Pass'}, [20.0, 55.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [39.0, 59.0]),
({'id': 30, 'name': 'Pass'}, [81.0, 22.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [92.0, 23.0]),
({'id': 30, 'name': 'Pass'}, [92.0, 24.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [97.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [101.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [102.0, 34.0]),
({'id': 30, 'name': 'Pass'}, [102.0, 34.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [104.0, 44.0]),
({'id': 17, 'name': 'Pressure'}, [13.0, 32.0]),
({'id': 17, 'name': 'Pressure'}, [14.0, 35.0]),
({'id': 16, 'name': 'Shot'}, [105.0, 43.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 41.0]),
({'id': 8, 'name': 'Offside'}, [116.0, 34.0]),
({'id': 30, 'name': 'Pass'}, [7.0, 41.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 69.0]),
({'id': 30, 'name': 'Pass'}, [45.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [63.0, 72.0]),
({'id': 30, 'name': 'Pass'}, [57.0, 6.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [65.0, 10.0]),
({'id': 17, 'name': 'Pressure'}, [55.0, 70.0]),
({'id': 30, 'name': 'Pass'}, [65.0, 10.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [70.0, 20.0]),
({'id': 6, 'name': 'Block'}, [56.0, 66.0]),
({'id': 17, 'name': 'Pressure'}, [46.0, 57.0]),
({'id': 39, 'name': 'Dribbled Past'}, [49.0, 57.0]),
({'id': 14, 'name': 'Dribble'}, [72.0, 24.0]),
({'id': 30, 'name': 'Pass'}, [71.0, 22.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [79.0, 7.0]),
({'id': 30, 'name': 'Pass'}, [80.0, 6.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [73.0, 9.0]),
({'id': 17, 'name': 'Pressure'}, [49.0, 63.0]),
({'id': 30, 'name': 'Pass'}, [66.0, 9.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [62.0, 31.0]),
({'id': 30, 'name': 'Pass'}, [61.0, 30.0]),
({'id': 17, 'name': 'Pressure'}, [43.0, 59.0]),
({'id': 17, 'name': 'Pressure'}, [70.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [69.0, 20.0]),
({'id': 30, 'name': 'Pass'}, [51.0, 57.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [56.0, 45.0]),
({'id': 17, 'name': 'Pressure'}, [63.0, 34.0]),
({'id': 30, 'name': 'Pass'}, [56.0, 45.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [52.0, 44.0]),
({'id': 17, 'name': 'Pressure'}, [66.0, 35.0]),
({'id': 22, 'name': 'Foul Committed'}, [68.0, 36.0]),
({'id': 21, 'name': 'Foul Won'}, [53.0, 45.0]),
({'id': 30, 'name': 'Pass'}, [50.0, 49.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [33.0, 47.0]),
({'id': 30, 'name': 'Pass'}, [33.0, 43.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [32.0, 18.0]),
({'id': 17, 'name': 'Pressure'}, [83.0, 71.0]),
({'id': 30, 'name': 'Pass'}, [32.0, 14.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [79.0, 24.0]),
({'id': 17, 'name': 'Pressure'}, [40.0, 58.0]),
({'id': 30, 'name': 'Pass'}, [80.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [72.0, 26.0]),
({'id': 30, 'name': 'Pass'}, [44.0, 58.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [39.0, 51.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 50.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [12.0, 44.0]),
({'id': 30, 'name': 'Pass'}, [16.0, 51.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [43.0, 10.0]),
({'id': 2, 'name': 'Ball Recovery'}, [85.0, 64.0]),
({'id': 17, 'name': 'Pressure'}, [31.0, 21.0]),
({'id': 30, 'name': 'Pass'}, [88.0, 53.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [82.0, 59.0]),
({'id': 17, 'name': 'Pressure'}, [34.0, 24.0]),
({'id': 30, 'name': 'Pass'}, [82.0, 60.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [77.0, 73.0]),
({'id': 30, 'name': 'Pass'}, [79.0, 67.0]),
({'id': 17, 'name': 'Pressure'}, [30.0, 28.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [90.0, 51.0]),
({'id': 30, 'name': 'Pass'}, [85.0, 55.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [99.0, 77.0]),
({'id': 17, 'name': 'Pressure'}, [23.0, 5.0]),
({'id': 30, 'name': 'Pass'}, [98.0, 62.0]),
({'id': 17, 'name': 'Pressure'}, [5.0, 29.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [116.0, 53.0]),
({'id': 16, 'name': 'Shot'}, [117.0, 53.0]),
({'id': 23, 'name': 'Goal Keeper'}, [2.0, 35.0]),
({'id': 17, 'name': 'Pressure'}, [5.0, 25.0]),
({'id': 30, 'name': 'Pass'}, [115.0, 55.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [112.0, 62.0]),
({'id': 30, 'name': 'Pass'}, [112.0, 62.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [115.0, 27.0]),
({'id': 17, 'name': 'Pressure'}, [4.0, 51.0]),
({'id': 30, 'name': 'Pass'}, [119.0, 26.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [101.0, 50.0]),
({'id': 9, 'name': 'Clearance'}, [4.0, 48.0]),
({'id': 16, 'name': 'Shot'}, [102.0, 50.0]),
({'id': 6, 'name': 'Block'}, [10.0, 38.0]),
({'id': 23, 'name': 'Goal Keeper'}, [7.0, 37.0]),
({'id': 30, 'name': 'Pass'}, [120.0, 1.0]),
({'id': 9, 'name': 'Clearance'}, [12.0, 44.0]),
({'id': 9, 'name': 'Clearance'}, [13.0, 44.0]),
({'id': 4, 'name': 'Duel'}, [26.0, 40.0]),
({'id': 30, 'name': 'Pass'}, [95.0, 41.0]),
({'id': 2, 'name': 'Ball Recovery'}, [26.0, 36.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 31.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [57.0, 65.0]),
({'id': 17, 'name': 'Pressure'}, [49.0, 28.0]),
({'id': 30, 'name': 'Pass'}, [95.0, 56.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [109.0, 58.0]),
({'id': 30, 'name': 'Pass'}, [113.0, 66.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [92.0, 73.0]),
({'id': 30, 'name': 'Pass'}, [87.0, 73.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [70.0, 68.0]),
({'id': 30, 'name': 'Pass'}, [76.0, 63.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [62.0, 40.0]),
({'id': 30, 'name': 'Pass'}, [62.0, 37.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [69.0, 20.0]),
({'id': 30, 'name': 'Pass'}, [70.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [91.0, 7.0]),
({'id': 30, 'name': 'Pass'}, [86.0, 2.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 9.0]),
({'id': 30, 'name': 'Pass'}, [70.0, 11.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [54.0, 28.0]),
({'id': 30, 'name': 'Pass'}, [54.0, 31.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [56.0, 56.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 62.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [84.0, 77.0]),
({'id': 30, 'name': 'Pass'}, [83.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [75.0, 71.0]),
({'id': 30, 'name': 'Pass'}, [75.0, 70.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [58.0, 73.0]),
({'id': 30, 'name': 'Pass'}, [59.0, 74.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [74.0, 78.0]),
({'id': 30, 'name': 'Pass'}, [71.0, 76.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [80.0, 78.0]),
({'id': 30, 'name': 'Pass'}, [80.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [89.0, 74.0]),
({'id': 38, 'name': 'Miscontrol'}, [91.0, 73.0]),
({'id': 2, 'name': 'Ball Recovery'}, [34.0, 7.0]),
({'id': 17, 'name': 'Pressure'}, [88.0, 73.0]),
({'id': 17, 'name': 'Pressure'}, [88.0, 70.0]),
({'id': 30, 'name': 'Pass'}, [32.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [85.0, 4.0]),
({'id': 5, 'name': 'Camera On'}, nan),
({'id': 30, 'name': 'Pass'}, [29.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 41.0]),
({'id': 17, 'name': 'Pressure'}, [87.0, 43.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 42.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [44.0, 41.0]),
({'id': 30, 'name': 'Pass'}, [45.0, 38.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 22.0]),
({'id': 30, 'name': 'Pass'}, [47.0, 20.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [89.0, 23.0]),
({'id': 38, 'name': 'Miscontrol'}, [90.0, 24.0]),
({'id': 17, 'name': 'Pressure'}, [97.0, 22.0]),
({'id': 30, 'name': 'Pass'}, [24.0, 58.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [8.0, 43.0]),
({'id': 17, 'name': 'Pressure'}, [110.0, 26.0]),
({'id': 30, 'name': 'Pass'}, [8.0, 43.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [22.0, 63.0]),
({'id': 30, 'name': 'Pass'}, [22.0, 63.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [12.0, 66.0]),
({'id': 30, 'name': 'Pass'}, [28.0, 68.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 65.0]),
({'id': 30, 'name': 'Pass'}, [30.0, 65.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [25.0, 69.0]),
({'id': 30, 'name': 'Pass'}, [25.0, 69.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [32.0, 66.0]),
({'id': 30, 'name': 'Pass'}, [42.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [83.0, 60.0]),
({'id': 30, 'name': 'Pass'}, [40.0, 22.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [43.0, 19.0]),
({'id': 17, 'name': 'Pressure'}, [73.0, 66.0]),
({'id': 30, 'name': 'Pass'}, [42.0, 19.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [52.0, 5.0]),
({'id': 30, 'name': 'Pass'}, [49.0, 4.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [41.0, 11.0]),
({'id': 30, 'name': 'Pass'}, [50.0, 3.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [45.0, 2.0]),
({'id': 30, 'name': 'Pass'}, [42.0, 1.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 24.0]),
({'id': 36, 'name': 'Tactical Shift'}, nan),
({'id': 30, 'name': 'Pass'}, [27.0, 27.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 56.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 57.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [13.0, 50.0]),
({'id': 30, 'name': 'Pass'}, [15.0, 49.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [22.0, 19.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 18.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [42.0, 28.0]),
({'id': 17, 'name': 'Pressure'}, [81.0, 52.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 31.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [14.0, 44.0]),
({'id': 30, 'name': 'Pass'}, [15.0, 44.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [23.0, 64.0]),
({'id': 17, 'name': 'Pressure'}, [93.0, 15.0]),
({'id': 30, 'name': 'Pass'}, [21.0, 66.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 79.0]),
({'id': 30, 'name': 'Pass'}, [35.0, 77.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [34.0, 64.0]),
({'id': 30, 'name': 'Pass'}, [33.0, 66.0]),
({'id': 17, 'name': 'Pressure'}, [76.0, 7.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [47.0, 75.0]),
({'id': 14, 'name': 'Dribble'}, [47.0, 70.0]),
({'id': 4, 'name': 'Duel'}, [74.0, 11.0]),
({'id': 30, 'name': 'Pass'}, [55.0, 80.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 76.0]),
({'id': 17, 'name': 'Pressure'}, [85.0, 18.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 75.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [36.0, 55.0]),
({'id': 30, 'name': 'Pass'}, [39.0, 49.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [66.0, 8.0]),
({'id': 14, 'name': 'Dribble'}, [69.0, 9.0]),
({'id': 4, 'name': 'Duel'}, [52.0, 72.0]),
({'id': 17, 'name': 'Pressure'}, [70.0, 11.0]),
({'id': 39, 'name': 'Dribbled Past'}, [68.0, 2.0]),
({'id': 14, 'name': 'Dribble'}, [53.0, 79.0]),
({'id': 30, 'name': 'Pass'}, [50.0, 74.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [50.0, 58.0]),
({'id': 30, 'name': 'Pass'}, [54.0, 63.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [37.0, 74.0]),
({'id': 30, 'name': 'Pass'}, [37.0, 74.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [33.0, 57.0]),
({'id': 17, 'name': 'Pressure'}, [85.0, 32.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 51.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [30.0, 23.0]),
({'id': 30, 'name': 'Pass'}, [30.0, 21.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [38.0, 10.0]),
({'id': 17, 'name': 'Pressure'}, [78.0, 74.0]),
({'id': 38, 'name': 'Miscontrol'}, [46.0, 3.0]),
({'id': 10, 'name': 'Interception'}, [58.0, 74.0]),
({'id': 30, 'name': 'Pass'}, [31.0, 7.0]),
({'id': 10, 'name': 'Interception'}, [59.0, 74.0]),
({'id': 30, 'name': 'Pass'}, [90.0, 1.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [78.0, 8.0]),
({'id': 30, 'name': 'Pass'}, [82.0, 12.0]),
({'id': 17, 'name': 'Pressure'}, [43.0, 73.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [74.0, 5.0]),
({'id': 30, 'name': 'Pass'}, [74.0, 6.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [74.0, 17.0]),
({'id': 30, 'name': 'Pass'}, [74.0, 17.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [78.0, 5.0]),
({'id': 30, 'name': 'Pass'}, [82.0, 6.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [86.0, 15.0]),
({'id': 17, 'name': 'Pressure'}, [30.0, 69.0]),
({'id': 30, 'name': 'Pass'}, [86.0, 15.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [86.0, 30.0]),
({'id': 30, 'name': 'Pass'}, [86.0, 30.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [99.0, 41.0]),
({'id': 10, 'name': 'Interception'}, [25.0, 44.0]),
({'id': 30, 'name': 'Pass'}, [26.0, 46.0]),
({'id': 42, 'name': 'Ball Receipt*'}, [35.0, 54.0]),
...]df.type0 {'id': 35, 'name': 'Starting XI'}
1 {'id': 35, 'name': 'Starting XI'}
2 {'id': 18, 'name': 'Half Start'}
3 {'id': 18, 'name': 'Half Start'}
4 {'id': 30, 'name': 'Pass'}
5 {'id': 42, 'name': 'Ball Receipt*'}
6 {'id': 17, 'name': 'Pressure'}
7 {'id': 30, 'name': 'Pass'}
8 {'id': 42, 'name': 'Ball Receipt*'}
9 {'id': 17, 'name': 'Pressure'}
10 {'id': 38, 'name': 'Miscontrol'}
11 {'id': 17, 'name': 'Pressure'}
12 {'id': 30, 'name': 'Pass'}
13 {'id': 30, 'name': 'Pass'}
14 {'id': 42, 'name': 'Ball Receipt*'}
15 {'id': 17, 'name': 'Pressure'}
16 {'id': 30, 'name': 'Pass'}
17 {'id': 42, 'name': 'Ball Receipt*'}
18 {'id': 6, 'name': 'Block'}
19 {'id': 17, 'name': 'Pressure'}
20 {'id': 30, 'name': 'Pass'}
21 {'id': 42, 'name': 'Ball Receipt*'}
22 {'id': 30, 'name': 'Pass'}
23 {'id': 17, 'name': 'Pressure'}
24 {'id': 42, 'name': 'Ball Receipt*'}
25 {'id': 38, 'name': 'Miscontrol'}
26 {'id': 2, 'name': 'Ball Recovery'}
27 {'id': 30, 'name': 'Pass'}
28 {'id': 42, 'name': 'Ball Receipt*'}
29 {'id': 39, 'name': 'Dribbled Past'}
...
2930 {'id': 42, 'name': 'Ball Receipt*'}
2931 {'id': 9, 'name': 'Clearance'}
2932 {'id': 17, 'name': 'Pressure'}
2933 {'id': 30, 'name': 'Pass'}
2934 {'id': 42, 'name': 'Ball Receipt*'}
2935 {'id': 30, 'name': 'Pass'}
2936 {'id': 42, 'name': 'Ball Receipt*'}
2937 {'id': 30, 'name': 'Pass'}
2938 {'id': 42, 'name': 'Ball Receipt*'}
2939 {'id': 17, 'name': 'Pressure'}
2940 {'id': 30, 'name': 'Pass'}
2941 {'id': 42, 'name': 'Ball Receipt*'}
2942 {'id': 9, 'name': 'Clearance'}
2943 {'id': 30, 'name': 'Pass'}
2944 {'id': 2, 'name': 'Ball Recovery'}
2945 {'id': 30, 'name': 'Pass'}
2946 {'id': 17, 'name': 'Pressure'}
2947 {'id': 42, 'name': 'Ball Receipt*'}
2948 {'id': 9, 'name': 'Clearance'}
2949 {'id': 30, 'name': 'Pass'}
2950 {'id': 42, 'name': 'Ball Receipt*'}
2951 {'id': 17, 'name': 'Pressure'}
2952 {'id': 30, 'name': 'Pass'}
2953 {'id': 6, 'name': 'Block'}
2954 {'id': 30, 'name': 'Pass'}
2955 {'id': 30, 'name': 'Pass'}
2956 {'id': 30, 'name': 'Pass'}
2957 {'id': 9, 'name': 'Clearance'}
2958 {'id': 34, 'name': 'Half End'}
2959 {'id': 34, 'name': 'Half End'}
Name: type, Length: 2960, dtype: objectdf.type.to_csv(r"C:\Users\Koushik\Downloads\hope.csv")df.type.to_dict('series')
[1;31m---------------------------------------------------------------------------[0m [1;31mTypeError[0m Traceback (most recent call last) [1;32m<ipython-input-104-abe0b0c58c30>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0mdf[0m[1;33m.[0m[0mtype[0m[1;33m.[0m[0mto_dict[0m[1;33m([0m[1;34m'series'[0m[1;33m)[0m[1;33m[0m[0m [0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\series.py[0m in [0;36mto_dict[1;34m(self, into)[0m [0;32m 1340[0m """ [0;32m 1341[0m [1;31m# GH16122[0m[1;33m[0m[1;33m[0m[0m [1;32m-> 1342[1;33m [0minto_c[0m [1;33m=[0m [0mcom[0m[1;33m.[0m[0mstandardize_mapping[0m[1;33m([0m[0minto[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 1343[0m [1;32mreturn[0m [0minto_c[0m[1;33m([0m[0mcompat[0m[1;33m.[0m[0miteritems[0m[1;33m([0m[0mself[0m[1;33m)[0m[1;33m)[0m[1;33m[0m[0m [0;32m 1344[0m [1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\common.py[0m in [0;36mstandardize_mapping[1;34m(into)[0m [0;32m 470[0m [0minto[0m [1;33m=[0m [0mtype[0m[1;33m([0m[0minto[0m[1;33m)[0m[1;33m[0m[0m [0;32m 471[0m [1;32mif[0m [1;32mnot[0m [0missubclass[0m[1;33m([0m[0minto[0m[1;33m,[0m [0mcollections[0m[1;33m.[0m[0mMapping[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [1;32m--> 472[1;33m [1;32mraise[0m [0mTypeError[0m[1;33m([0m[1;34m'unsupported type: {into}'[0m[1;33m.[0m[0mformat[0m[1;33m([0m[0minto[0m[1;33m=[0m[0minto[0m[1;33m)[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 473[0m [1;32melif[0m [0minto[0m [1;33m==[0m [0mcollections[0m[1;33m.[0m[0mdefaultdict[0m[1;33m:[0m[1;33m[0m[0m [0;32m 474[0m raise TypeError( [1;31mTypeError[0m: unsupported type: <class 'str'>
' '
a{'id': 35, 'name': 'Starting XI'}str(a)"{'id': 35, 'name': 'Starting XI'}"df.describe<bound method NDFrame.describe of bad_behaviour ball_receipt \
0 NaN NaN
1 NaN NaN
2 NaN NaN
3 NaN NaN
4 NaN NaN
5 NaN NaN
6 NaN NaN
7 NaN NaN
8 NaN NaN
9 NaN NaN
10 NaN NaN
11 NaN NaN
12 NaN NaN
13 NaN NaN
14 NaN {'outcome': {'id': 9, 'name': 'Incomplete'}}
15 NaN NaN
16 NaN NaN
17 NaN {'outcome': {'id': 9, 'name': 'Incomplete'}}
18 NaN NaN
19 NaN NaN
20 NaN NaN
21 NaN NaN
22 NaN NaN
23 NaN NaN
24 NaN NaN
25 NaN NaN
26 NaN NaN
27 NaN NaN
28 NaN NaN
29 NaN NaN
... ... ...
2930 NaN {'outcome': {'id': 9, 'name': 'Incomplete'}}
2931 NaN NaN
2932 NaN NaN
2933 NaN NaN
2934 NaN NaN
2935 NaN NaN
2936 NaN NaN
2937 NaN NaN
2938 NaN NaN
2939 NaN NaN
2940 NaN NaN
2941 NaN {'outcome': {'id': 9, 'name': 'Incomplete'}}
2942 NaN NaN
2943 NaN NaN
2944 NaN NaN
2945 NaN NaN
2946 NaN NaN
2947 NaN {'outcome': {'id': 9, 'name': 'Incomplete'}}
2948 NaN NaN
2949 NaN NaN
2950 NaN NaN
2951 NaN NaN
2952 NaN NaN
2953 NaN NaN
2954 NaN NaN
2955 NaN NaN
2956 NaN NaN
2957 NaN NaN
2958 NaN NaN
2959 NaN NaN
ball_recovery block dribble duel duration foul_committed foul_won \
0 NaN NaN NaN NaN 0.000 NaN NaN
1 NaN NaN NaN NaN 0.000 NaN NaN
2 NaN NaN NaN NaN 8.160 NaN NaN
3 NaN NaN NaN NaN 7.960 NaN NaN
4 NaN NaN NaN NaN 0.000 NaN NaN
5 NaN NaN NaN NaN NaN NaN NaN
6 NaN NaN NaN NaN 0.373 NaN NaN
7 NaN NaN NaN NaN 1.640 NaN NaN
8 NaN NaN NaN NaN NaN NaN NaN
9 NaN NaN NaN NaN 0.733 NaN NaN
10 NaN NaN NaN NaN NaN NaN NaN
11 NaN NaN NaN NaN 0.773 NaN NaN
12 NaN NaN NaN NaN 2.587 NaN NaN
13 NaN NaN NaN NaN 1.173 NaN NaN
14 NaN NaN NaN NaN NaN NaN NaN
15 NaN NaN NaN NaN 0.160 NaN NaN
16 NaN NaN NaN NaN 0.147 NaN NaN
17 NaN NaN NaN NaN NaN NaN NaN
18 NaN NaN NaN NaN NaN NaN NaN
19 NaN NaN NaN NaN 0.240 NaN NaN
20 NaN NaN NaN NaN 1.253 NaN NaN
21 NaN NaN NaN NaN NaN NaN NaN
22 NaN NaN NaN NaN 1.506 NaN NaN
23 NaN NaN NaN NaN 0.360 NaN NaN
24 NaN NaN NaN NaN NaN NaN NaN
25 NaN NaN NaN NaN NaN NaN NaN
26 NaN NaN NaN NaN NaN NaN NaN
27 NaN NaN NaN NaN 3.453 NaN NaN
28 NaN NaN NaN NaN NaN NaN NaN
29 NaN NaN NaN NaN NaN NaN NaN
... ... ... ... ... ... ... ...
2930 NaN NaN NaN NaN NaN NaN NaN
2931 NaN NaN NaN NaN NaN NaN NaN
2932 NaN NaN NaN NaN 0.040 NaN NaN
2933 NaN NaN NaN NaN 0.773 NaN NaN
2934 NaN NaN NaN NaN NaN NaN NaN
2935 NaN NaN NaN NaN 0.920 NaN NaN
2936 NaN NaN NaN NaN NaN NaN NaN
2937 NaN NaN NaN NaN 1.040 NaN NaN
2938 NaN NaN NaN NaN NaN NaN NaN
2939 NaN NaN NaN NaN 2.600 NaN NaN
2940 NaN NaN NaN NaN 1.507 NaN NaN
2941 NaN NaN NaN NaN NaN NaN NaN
2942 NaN NaN NaN NaN NaN NaN NaN
2943 NaN NaN NaN NaN 1.947 NaN NaN
2944 NaN NaN NaN NaN NaN NaN NaN
2945 NaN NaN NaN NaN 6.240 NaN NaN
2946 NaN NaN NaN NaN 0.720 NaN NaN
2947 NaN NaN NaN NaN NaN NaN NaN
2948 NaN NaN NaN NaN NaN NaN NaN
2949 NaN NaN NaN NaN 1.680 NaN NaN
2950 NaN NaN NaN NaN NaN NaN NaN
2951 NaN NaN NaN NaN 0.453 NaN NaN
2952 NaN NaN NaN NaN 0.520 NaN NaN
2953 NaN NaN NaN NaN NaN NaN NaN
2954 NaN NaN NaN NaN 2.280 NaN NaN
2955 NaN NaN NaN NaN 2.600 NaN NaN
2956 NaN NaN NaN NaN 3.480 NaN NaN
2957 NaN NaN NaN NaN NaN NaN NaN
2958 NaN NaN NaN NaN NaN NaN NaN
2959 NaN NaN NaN NaN NaN NaN NaN
goalkeeper ... possession_team \
0 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
1 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
3 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
4 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
5 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
6 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
7 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
8 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
9 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
10 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
11 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
12 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
13 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
14 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
15 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
16 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
17 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
18 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
19 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
20 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
21 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
22 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
23 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
24 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
25 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
26 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
27 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
28 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
29 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
... ... ... ...
2930 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2931 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2932 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2933 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2934 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2935 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2936 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2937 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2938 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2939 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2940 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2941 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2942 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2943 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2944 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2945 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2946 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2947 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2948 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2949 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
2950 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
2951 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
2952 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
2953 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
2954 NaN ... {'id': 971, 'name': 'Chelsea LFC'}
2955 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2956 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2957 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2958 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
2959 NaN ... {'id': 746, 'name': 'Manchester City WFC'}
related_events second shot \
0 NaN 0 NaN
1 NaN 0 NaN
2 [c771a4d4-51cb-41de-83aa-7103cd199c92] 0 NaN
3 [48b94b06-ebbd-47e9-958c-44bf63622f5e] 0 NaN
4 [237cac8c-5cb0-4015-9d08-c7df9699a136] 0 NaN
5 [272ef47d-171f-4395-a156-f4979e7bf352] 0 NaN
6 [1b5ea4d5-1200-4fe4-b43c-112b6414dff2] 0 NaN
7 [4360d68e-392e-4b30-8808-7b7310c9c273, d74db26... 0 NaN
8 [1b5ea4d5-1200-4fe4-b43c-112b6414dff2] 2 NaN
9 NaN 2 NaN
10 NaN 6 NaN
11 NaN 6 NaN
12 [6aa96cce-d444-4600-b2c7-d3898444a745, e7730cf... 25 NaN
13 [923ed5d7-5735-408f-acc7-6daad2f8d940, 9773edb... 28 NaN
14 [9773edb1-6279-4f3c-85d2-9e0d5e9cf6c0] 28 NaN
15 [e7397ac3-df03-4ef4-a423-b739f6c4f547] 29 NaN
16 [3b719419-9fde-4ef2-a515-1995c4b5fc0e, 6aa96cc... 29 NaN
17 [6aa96cce-d444-4600-b2c7-d3898444a745] 29 NaN
18 [e7397ac3-df03-4ef4-a423-b739f6c4f547] 29 NaN
19 [ada2bac2-3609-4e79-806d-6a659b0ab4d2] 31 NaN
20 [c67d051f-b8eb-4dd1-95c6-621685c8b5b2, cd05b99... 31 NaN
21 [ada2bac2-3609-4e79-806d-6a659b0ab4d2] 32 NaN
22 [b36869b4-2660-494b-88c1-3b66097ac966] 32 NaN
23 [b36869b4-2660-494b-88c1-3b66097ac966] 34 NaN
24 [4ebd2f47-0948-4629-b48f-7796c303f74e, 841946b... 34 NaN
25 NaN 35 NaN
26 NaN 35 NaN
27 [cfa852c1-a15b-4db1-ab78-343f8f96c445] 38 NaN
28 [95ffe924-77f3-40e2-afc6-23e5fed8865f] 42 NaN
29 [ee8ed75d-0c78-4513-aab2-025b247870ec] 42 NaN
... ... ... ...
2930 [c62f5f63-48ac-4d4a-9025-1a1292ab81ec] 11 NaN
2931 [c62f5f63-48ac-4d4a-9025-1a1292ab81ec] 11 NaN
2932 [77d1f13c-2e9d-4447-aaad-7cea71f31414] 14 NaN
2933 [017b7b7c-1383-4562-a057-9b933316f1c7, a07cc3a... 14 NaN
2934 [77d1f13c-2e9d-4447-aaad-7cea71f31414] 15 NaN
2935 [606d52d2-a15e-448b-916a-2119b44f9280] 15 NaN
2936 [7fcb677c-e634-46aa-ae94-e562617b711e] 16 NaN
2937 [60c1275d-4046-4363-ad99-0bdad8fe51d8] 20 NaN
2938 [da3cce4d-2ca9-4a37-99a6-73fac652631e] 21 NaN
2939 [c67ea22c-3d9c-4924-9193-6526ad3a0b01] 21 NaN
2940 [2c6a1427-78a8-48dd-88a9-d52b645c1f88, 99807ab... 24 NaN
2941 [c67ea22c-3d9c-4924-9193-6526ad3a0b01] 25 NaN
2942 [c67ea22c-3d9c-4924-9193-6526ad3a0b01] 25 NaN
2943 [1518b13b-19ab-4c8f-9891-d0b115ac3b71] 28 NaN
2944 [d59c6291-9f21-4855-8e99-de15a3777dd9] 30 NaN
2945 [3e7a1caf-9db0-42fb-84b7-80bd94421db7, b709997... 31 NaN
2946 [b7099973-d989-4edb-a369-bc537106bd9b] 37 NaN
2947 [af3dd5d8-71ba-44fa-9716-9592583a14eb] 37 NaN
2948 [6a3be6e9-fd15-47c8-87fb-b0aab1974ab5, af3dd5d... 37 NaN
2949 [f0ee205f-9a4c-4099-b80a-21a2a744dd49] 43 NaN
2950 [11ed6e6b-ace8-4670-beb7-11943397c360] 45 NaN
2951 NaN 47 NaN
2952 [21d70847-1582-42ed-a51e-9e91215320ec] 51 NaN
2953 [84cde482-86cf-409f-83c5-2ed27e282f82] 52 NaN
2954 NaN 22 NaN
2955 [d79eb27d-4929-49a9-9ab8-d60ba4bc1d12] 50 NaN
2956 [32c6d064-7f2e-4443-aa4d-904fd816c7b4, c0bd843... 53 NaN
2957 [d79eb27d-4929-49a9-9ab8-d60ba4bc1d12] 57 NaN
2958 [fb15f211-1c83-455b-b535-918330bf6852] 4 NaN
2959 [7620698b-6f87-4a03-aaaa-58eb3133a7c3] 4 NaN
substitution tactics \
0 NaN {'formation': 433, 'lineup': [{'player': {'id'...
1 NaN {'formation': 352, 'lineup': [{'player': {'id'...
2 NaN NaN
3 NaN NaN
4 NaN NaN
5 NaN NaN
6 NaN NaN
7 NaN NaN
8 NaN NaN
9 NaN NaN
10 NaN NaN
11 NaN NaN
12 NaN NaN
13 NaN NaN
14 NaN NaN
15 NaN NaN
16 NaN NaN
17 NaN NaN
18 NaN NaN
19 NaN NaN
20 NaN NaN
21 NaN NaN
22 NaN NaN
23 NaN NaN
24 NaN NaN
25 NaN NaN
26 NaN NaN
27 NaN NaN
28 NaN NaN
29 NaN NaN
... ... ...
2930 NaN NaN
2931 NaN NaN
2932 NaN NaN
2933 NaN NaN
2934 NaN NaN
2935 NaN NaN
2936 NaN NaN
2937 NaN NaN
2938 NaN NaN
2939 NaN NaN
2940 NaN NaN
2941 NaN NaN
2942 NaN NaN
2943 NaN NaN
2944 NaN NaN
2945 NaN NaN
2946 NaN NaN
2947 NaN NaN
2948 NaN NaN
2949 NaN NaN
2950 NaN NaN
2951 NaN NaN
2952 NaN NaN
2953 NaN NaN
2954 NaN NaN
2955 NaN NaN
2956 NaN NaN
2957 NaN NaN
2958 NaN NaN
2959 NaN NaN
team timestamp \
0 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:00.000
1 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:00.000
2 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:00.000
3 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:00.000
4 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:00.100
5 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:00.100
6 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:00.340
7 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:00.500
8 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:02.140
9 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:02.700
10 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:06.740
11 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:06.980
12 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:25.873
13 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:28.460
14 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:28.460
15 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:29.620
16 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:29.633
17 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:29.633
18 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:29.780
19 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:31.340
20 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:31.420
21 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:32.673
22 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:32.793
23 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:34.260
24 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:34.299
25 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:35.380
26 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:35.620
27 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:38.660
28 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:00:42.113
29 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:00:42.220
... ... ...
2930 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:11.438
2931 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:11.438
2932 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:14.918
2933 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:14.918
2934 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:15.691
2935 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:15.851
2936 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:16.771
2937 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:20.531
2938 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:21.571
2939 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:21.638
2940 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:24.091
2941 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:25.598
2942 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:25.598
2943 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:28.371
2944 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:30.318
2945 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:31.758
2946 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:37.598
2947 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:37.998
2948 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:37.998
2949 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:43.998
2950 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:45.678
2951 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:47.438
2952 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:47:51.758
2953 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:47:52.278
2954 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:48:22.078
2955 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:48:50.958
2956 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:48:53.558
2957 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:48:57.038
2958 {'id': 971, 'name': 'Chelsea LFC'} 2018-11-29 00:49:04.531
2959 {'id': 746, 'name': 'Manchester City WFC'} 2018-11-29 00:49:04.531
type under_pressure
0 {'id': 35, 'name': 'Starting XI'} NaN
1 {'id': 35, 'name': 'Starting XI'} NaN
2 {'id': 18, 'name': 'Half Start'} NaN
3 {'id': 18, 'name': 'Half Start'} NaN
4 {'id': 30, 'name': 'Pass'} NaN
5 {'id': 42, 'name': 'Ball Receipt*'} NaN
6 {'id': 17, 'name': 'Pressure'} NaN
7 {'id': 30, 'name': 'Pass'} 1.0
8 {'id': 42, 'name': 'Ball Receipt*'} NaN
9 {'id': 17, 'name': 'Pressure'} NaN
10 {'id': 38, 'name': 'Miscontrol'} NaN
11 {'id': 17, 'name': 'Pressure'} NaN
12 {'id': 30, 'name': 'Pass'} NaN
13 {'id': 30, 'name': 'Pass'} NaN
14 {'id': 42, 'name': 'Ball Receipt*'} NaN
15 {'id': 17, 'name': 'Pressure'} NaN
16 {'id': 30, 'name': 'Pass'} 1.0
17 {'id': 42, 'name': 'Ball Receipt*'} NaN
18 {'id': 6, 'name': 'Block'} NaN
19 {'id': 17, 'name': 'Pressure'} NaN
20 {'id': 30, 'name': 'Pass'} 1.0
21 {'id': 42, 'name': 'Ball Receipt*'} NaN
22 {'id': 30, 'name': 'Pass'} NaN
23 {'id': 17, 'name': 'Pressure'} NaN
24 {'id': 42, 'name': 'Ball Receipt*'} 1.0
25 {'id': 38, 'name': 'Miscontrol'} NaN
26 {'id': 2, 'name': 'Ball Recovery'} NaN
27 {'id': 30, 'name': 'Pass'} NaN
28 {'id': 42, 'name': 'Ball Receipt*'} NaN
29 {'id': 39, 'name': 'Dribbled Past'} NaN
... ... ...
2930 {'id': 42, 'name': 'Ball Receipt*'} NaN
2931 {'id': 9, 'name': 'Clearance'} NaN
2932 {'id': 17, 'name': 'Pressure'} NaN
2933 {'id': 30, 'name': 'Pass'} 1.0
2934 {'id': 42, 'name': 'Ball Receipt*'} NaN
2935 {'id': 30, 'name': 'Pass'} NaN
2936 {'id': 42, 'name': 'Ball Receipt*'} NaN
2937 {'id': 30, 'name': 'Pass'} NaN
2938 {'id': 42, 'name': 'Ball Receipt*'} NaN
2939 {'id': 17, 'name': 'Pressure'} NaN
2940 {'id': 30, 'name': 'Pass'} 1.0
2941 {'id': 42, 'name': 'Ball Receipt*'} NaN
2942 {'id': 9, 'name': 'Clearance'} NaN
2943 {'id': 30, 'name': 'Pass'} NaN
2944 {'id': 2, 'name': 'Ball Recovery'} NaN
2945 {'id': 30, 'name': 'Pass'} NaN
2946 {'id': 17, 'name': 'Pressure'} NaN
2947 {'id': 42, 'name': 'Ball Receipt*'} NaN
2948 {'id': 9, 'name': 'Clearance'} 1.0
2949 {'id': 30, 'name': 'Pass'} NaN
2950 {'id': 42, 'name': 'Ball Receipt*'} NaN
2951 {'id': 17, 'name': 'Pressure'} NaN
2952 {'id': 30, 'name': 'Pass'} NaN
2953 {'id': 6, 'name': 'Block'} NaN
2954 {'id': 30, 'name': 'Pass'} NaN
2955 {'id': 30, 'name': 'Pass'} NaN
2956 {'id': 30, 'name': 'Pass'} NaN
2957 {'id': 9, 'name': 'Clearance'} NaN
2958 {'id': 34, 'name': 'Half End'} NaN
2959 {'id': 34, 'name': 'Half End'} NaN
[2960 rows x 33 columns]>conc<zip at 0x23695128208>
[{'id': 35, 'name': 'Starting XI'},
{'id': 18, 'name': 'Half Start'},
{'id': 18, 'name': 'Half Start'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 6, 'name': 'Block'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 16, 'name': 'Shot'},
{'id': 6, 'name': 'Block'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 6, 'name': 'Block'},
{'id': 9, 'name': 'Clearance'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 6, 'name': 'Block'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 14, 'name': 'Dribble'},
{'id': 4, 'name': 'Duel'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 14, 'name': 'Dribble'},
{'id': 4, 'name': 'Duel'},
{'id': 17, 'name': 'Pressure'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 3, 'name': 'Dispossessed'},
{'id': 4, 'name': 'Duel'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 3, 'name': 'Dispossessed'},
{'id': 4, 'name': 'Duel'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 3, 'name': 'Dispossessed'},
{'id': 4, 'name': 'Duel'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 3, 'name': 'Dispossessed'},
{'id': 4, 'name': 'Duel'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 6, 'name': 'Block'},
{'id': 17, 'name': 'Pressure'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 14, 'name': 'Dribble'},
{'id': 16, 'name': 'Shot'},
{'id': 6, 'name': 'Block'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 30, 'name': 'Pass'},
{'id': 9, 'name': 'Clearance'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 16, 'name': 'Shot'},
{'id': 6, 'name': 'Block'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 16, 'name': 'Shot'},
{'id': 6, 'name': 'Block'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 16, 'name': 'Shot'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 5, 'name': 'Camera On'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 9, 'name': 'Clearance'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 10, 'name': 'Interception'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 9, 'name': 'Clearance'},
{'id': 17, 'name': 'Pressure'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 3, 'name': 'Dispossessed'},
{'id': 4, 'name': 'Duel'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 10, 'name': 'Interception'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 6, 'name': 'Block'},
{'id': 30, 'name': 'Pass'},
{'id': 6, 'name': 'Block'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 4, 'name': 'Duel'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 9, 'name': 'Clearance'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 17, 'name': 'Pressure'},
{'id': 28, 'name': 'Shield'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 3, 'name': 'Dispossessed'},
{'id': 4, 'name': 'Duel'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 6, 'name': 'Block'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 5, 'name': 'Camera On'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 10, 'name': 'Interception'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 16, 'name': 'Shot'},
{'id': 6, 'name': 'Block'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 5, 'name': 'Camera On'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 14, 'name': 'Dribble'},
{'id': 4, 'name': 'Duel'},
{'id': 17, 'name': 'Pressure'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 22, 'name': 'Foul Committed'},
{'id': 21, 'name': 'Foul Won'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 6, 'name': 'Block'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 6, 'name': 'Block'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 5, 'name': 'Camera On'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 22, 'name': 'Foul Committed'},
{'id': 21, 'name': 'Foul Won'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 16, 'name': 'Shot'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 28, 'name': 'Shield'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 14, 'name': 'Dribble'},
{'id': 4, 'name': 'Duel'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 6, 'name': 'Block'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 16, 'name': 'Shot'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 5, 'name': 'Camera On'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 16, 'name': 'Shot'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 8, 'name': 'Offside'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 6, 'name': 'Block'},
{'id': 17, 'name': 'Pressure'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 22, 'name': 'Foul Committed'},
{'id': 21, 'name': 'Foul Won'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 16, 'name': 'Shot'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 9, 'name': 'Clearance'},
{'id': 16, 'name': 'Shot'},
{'id': 6, 'name': 'Block'},
{'id': 23, 'name': 'Goal Keeper'},
{'id': 30, 'name': 'Pass'},
{'id': 9, 'name': 'Clearance'},
{'id': 9, 'name': 'Clearance'},
{'id': 4, 'name': 'Duel'},
{'id': 30, 'name': 'Pass'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 2, 'name': 'Ball Recovery'},
{'id': 17, 'name': 'Pressure'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 5, 'name': 'Camera On'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 36, 'name': 'Tactical Shift'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 14, 'name': 'Dribble'},
{'id': 4, 'name': 'Duel'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 14, 'name': 'Dribble'},
{'id': 4, 'name': 'Duel'},
{'id': 17, 'name': 'Pressure'},
{'id': 39, 'name': 'Dribbled Past'},
{'id': 14, 'name': 'Dribble'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 38, 'name': 'Miscontrol'},
{'id': 10, 'name': 'Interception'},
{'id': 30, 'name': 'Pass'},
{'id': 10, 'name': 'Interception'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 17, 'name': 'Pressure'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 17, 'name': 'Pressure'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 10, 'name': 'Interception'},
{'id': 30, 'name': 'Pass'},
{'id': 42, 'name': 'Ball Receipt*'},
{'id': 10, 'name': 'Interception'},
...]import json
from pandas.io.json import json_normalize with open(r'C:\Users\Koushik\Downloads\open-data-master\open-data-master\data\events\7298.json') as data_file:
data = json.load(data_file) [1;31m---------------------------------------------------------------------------[0m [1;31mTypeError[0m Traceback (most recent call last) [1;32m<ipython-input-30-2f512b543ffb>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0mdf_event[0m [1;33m=[0m [0mjson_normalize[0m[1;33m([0m[0mdf[0m[1;33m,[0m [1;34m'type'[0m[1;33m,[0m [1;33m[[0m[1;34m'id'[0m[1;33m,[0m[1;34m'name'[0m[1;33m][0m[1;33m,[0m [0mrecord_prefix[0m[1;33m=[0m[1;34m'type_'[0m[1;33m,[0m[0merrors[0m[1;33m=[0m[1;34m'ignore'[0m[1;33m)[0m[1;33m[0m[0m [0m [1;32m~\Anaconda3\lib\site-packages\pandas\io\json\normalize.py[0m in [0;36mjson_normalize[1;34m(data, record_path, meta, meta_prefix, record_prefix, errors, sep)[0m [0;32m 260[0m [0mrecords[0m[1;33m.[0m[0mextend[0m[1;33m([0m[0mrecs[0m[1;33m)[0m[1;33m[0m[0m [0;32m 261[0m [1;33m[0m[0m [1;32m--> 262[1;33m [0m_recursive_extract[0m[1;33m([0m[0mdata[0m[1;33m,[0m [0mrecord_path[0m[1;33m,[0m [1;33m{[0m[1;33m}[0m[1;33m,[0m [0mlevel[0m[1;33m=[0m[1;36m0[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 263[0m [1;33m[0m[0m [0;32m 264[0m [0mresult[0m [1;33m=[0m [0mDataFrame[0m[1;33m([0m[0mrecords[0m[1;33m)[0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\io\json\normalize.py[0m in [0;36m_recursive_extract[1;34m(data, path, seen_meta, level)[0m [0;32m 236[0m [1;32melse[0m[1;33m:[0m[1;33m[0m[0m [0;32m 237[0m [1;32mfor[0m [0mobj[0m [1;32min[0m [0mdata[0m[1;33m:[0m[1;33m[0m[0m [1;32m--> 238[1;33m [0mrecs[0m [1;33m=[0m [0m_pull_field[0m[1;33m([0m[0mobj[0m[1;33m,[0m [0mpath[0m[1;33m[[0m[1;36m0[0m[1;33m][0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 239[0m [1;33m[0m[0m [0;32m 240[0m [1;31m# For repeating the metadata later[0m[1;33m[0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\io\json\normalize.py[0m in [0;36m_pull_field[1;34m(js, spec)[0m [0;32m 183[0m [0mresult[0m [1;33m=[0m [0mresult[0m[1;33m[[0m[0mfield[0m[1;33m][0m[1;33m[0m[0m [0;32m 184[0m [1;32melse[0m[1;33m:[0m[1;33m[0m[0m [1;32m--> 185[1;33m [0mresult[0m [1;33m=[0m [0mresult[0m[1;33m[[0m[0mspec[0m[1;33m][0m[1;33m[0m[0m [0m[0;32m 186[0m [1;33m[0m[0m [0;32m 187[0m [1;32mreturn[0m [0mresult[0m[1;33m[0m[0m [1;31mTypeError[0m: string indices must be integers
df_event
| type_0 | id | name | |
|---|---|---|---|
| 0 | id | 8671703e-aab7-47a8-818e-a83a91278658 | NaN |
| 1 | name | 8671703e-aab7-47a8-818e-a83a91278658 | NaN |
| 2 | id | 08a66b27-7098-4396-b942-ba73fa2e2df6 | NaN |
| 3 | name | 08a66b27-7098-4396-b942-ba73fa2e2df6 | NaN |
| 4 | id | 48b94b06-ebbd-47e9-958c-44bf63622f5e | NaN |
| 5 | name | 48b94b06-ebbd-47e9-958c-44bf63622f5e | NaN |
| 6 | id | c771a4d4-51cb-41de-83aa-7103cd199c92 | NaN |
| 7 | name | c771a4d4-51cb-41de-83aa-7103cd199c92 | NaN |
| 8 | id | 272ef47d-171f-4395-a156-f4979e7bf352 | NaN |
| 9 | name | 272ef47d-171f-4395-a156-f4979e7bf352 | NaN |
| 10 | id | 237cac8c-5cb0-4015-9d08-c7df9699a136 | NaN |
| 11 | name | 237cac8c-5cb0-4015-9d08-c7df9699a136 | NaN |
| 12 | id | 4360d68e-392e-4b30-8808-7b7310c9c273 | NaN |
| 13 | name | 4360d68e-392e-4b30-8808-7b7310c9c273 | NaN |
| 14 | id | 1b5ea4d5-1200-4fe4-b43c-112b6414dff2 | NaN |
| 15 | name | 1b5ea4d5-1200-4fe4-b43c-112b6414dff2 | NaN |
| 16 | id | d74db266-c626-44cc-b504-26507871099f | NaN |
| 17 | name | d74db266-c626-44cc-b504-26507871099f | NaN |
| 18 | id | 94d9893d-ab70-4d00-8f0d-84ae8a75cfbb | NaN |
| 19 | name | 94d9893d-ab70-4d00-8f0d-84ae8a75cfbb | NaN |
| 20 | id | 2c0070b5-6e05-438c-a26a-e7a87e840823 | NaN |
| 21 | name | 2c0070b5-6e05-438c-a26a-e7a87e840823 | NaN |
| 22 | id | 4d6cc1cc-5884-4328-8306-344aa1ca5d3e | NaN |
| 23 | name | 4d6cc1cc-5884-4328-8306-344aa1ca5d3e | NaN |
| 24 | id | 9773edb1-6279-4f3c-85d2-9e0d5e9cf6c0 | NaN |
| 25 | name | 9773edb1-6279-4f3c-85d2-9e0d5e9cf6c0 | NaN |
| 26 | id | 6aa96cce-d444-4600-b2c7-d3898444a745 | NaN |
| 27 | name | 6aa96cce-d444-4600-b2c7-d3898444a745 | NaN |
| 28 | id | e7730cf8-ea18-48e7-851e-be562d65786f | NaN |
| 29 | name | e7730cf8-ea18-48e7-851e-be562d65786f | NaN |
| ... | ... | ... | ... |
| 5890 | id | af3dd5d8-71ba-44fa-9716-9592583a14eb | NaN |
| 5891 | name | af3dd5d8-71ba-44fa-9716-9592583a14eb | NaN |
| 5892 | id | 6a3be6e9-fd15-47c8-87fb-b0aab1974ab5 | NaN |
| 5893 | name | 6a3be6e9-fd15-47c8-87fb-b0aab1974ab5 | NaN |
| 5894 | id | 3e7a1caf-9db0-42fb-84b7-80bd94421db7 | NaN |
| 5895 | name | 3e7a1caf-9db0-42fb-84b7-80bd94421db7 | NaN |
| 5896 | id | b7099973-d989-4edb-a369-bc537106bd9b | NaN |
| 5897 | name | b7099973-d989-4edb-a369-bc537106bd9b | NaN |
| 5898 | id | 11ed6e6b-ace8-4670-beb7-11943397c360 | NaN |
| 5899 | name | 11ed6e6b-ace8-4670-beb7-11943397c360 | NaN |
| 5900 | id | f0ee205f-9a4c-4099-b80a-21a2a744dd49 | NaN |
| 5901 | name | f0ee205f-9a4c-4099-b80a-21a2a744dd49 | NaN |
| 5902 | id | eba688d7-0630-45b5-beb2-0f10d0223c13 | NaN |
| 5903 | name | eba688d7-0630-45b5-beb2-0f10d0223c13 | NaN |
| 5904 | id | 84cde482-86cf-409f-83c5-2ed27e282f82 | NaN |
| 5905 | name | 84cde482-86cf-409f-83c5-2ed27e282f82 | NaN |
| 5906 | id | 21d70847-1582-42ed-a51e-9e91215320ec | NaN |
| 5907 | name | 21d70847-1582-42ed-a51e-9e91215320ec | NaN |
| 5908 | id | 62588fc6-a8f5-4f85-b707-344ff5c00d89 | NaN |
| 5909 | name | 62588fc6-a8f5-4f85-b707-344ff5c00d89 | NaN |
| 5910 | id | 32c6d064-7f2e-4443-aa4d-904fd816c7b4 | NaN |
| 5911 | name | 32c6d064-7f2e-4443-aa4d-904fd816c7b4 | NaN |
| 5912 | id | d79eb27d-4929-49a9-9ab8-d60ba4bc1d12 | NaN |
| 5913 | name | d79eb27d-4929-49a9-9ab8-d60ba4bc1d12 | NaN |
| 5914 | id | c0bd843f-77eb-4812-83ec-13181beaa21b | NaN |
| 5915 | name | c0bd843f-77eb-4812-83ec-13181beaa21b | NaN |
| 5916 | id | 7620698b-6f87-4a03-aaaa-58eb3133a7c3 | NaN |
| 5917 | name | 7620698b-6f87-4a03-aaaa-58eb3133a7c3 | NaN |
| 5918 | id | fb15f211-1c83-455b-b535-918330bf6852 | NaN |
| 5919 | name | fb15f211-1c83-455b-b535-918330bf6852 | NaN |
5920 rows × 3 columns
df['Minute']
[1;31m---------------------------------------------------------------------------[0m [1;31mKeyError[0m Traceback (most recent call last) [1;32m~\Anaconda3\lib\site-packages\pandas\core\indexes\base.py[0m in [0;36mget_loc[1;34m(self, key, method, tolerance)[0m [0;32m 3077[0m [1;32mtry[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 3078[1;33m [1;32mreturn[0m [0mself[0m[1;33m.[0m[0m_engine[0m[1;33m.[0m[0mget_loc[0m[1;33m([0m[0mkey[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 3079[0m [1;32mexcept[0m [0mKeyError[0m[1;33m:[0m[1;33m[0m[0m [1;32mpandas\_libs\index.pyx[0m in [0;36mpandas._libs.index.IndexEngine.get_loc[1;34m()[0m [1;32mpandas\_libs\index.pyx[0m in [0;36mpandas._libs.index.IndexEngine.get_loc[1;34m()[0m [1;32mpandas\_libs\hashtable_class_helper.pxi[0m in [0;36mpandas._libs.hashtable.PyObjectHashTable.get_item[1;34m()[0m [1;32mpandas\_libs\hashtable_class_helper.pxi[0m in [0;36mpandas._libs.hashtable.PyObjectHashTable.get_item[1;34m()[0m [1;31mKeyError[0m: 'Minute' During handling of the above exception, another exception occurred: [1;31mKeyError[0m Traceback (most recent call last) [1;32m<ipython-input-8-c85a994cd809>[0m in [0;36m<module>[1;34m()[0m [1;32m----> 1[1;33m [0mdf[0m[1;33m[[0m[1;34m'Minute'[0m[1;33m][0m[1;33m[0m[0m [0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\frame.py[0m in [0;36m__getitem__[1;34m(self, key)[0m [0;32m 2686[0m [1;32mreturn[0m [0mself[0m[1;33m.[0m[0m_getitem_multilevel[0m[1;33m([0m[0mkey[0m[1;33m)[0m[1;33m[0m[0m [0;32m 2687[0m [1;32melse[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 2688[1;33m [1;32mreturn[0m [0mself[0m[1;33m.[0m[0m_getitem_column[0m[1;33m([0m[0mkey[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 2689[0m [1;33m[0m[0m [0;32m 2690[0m [1;32mdef[0m [0m_getitem_column[0m[1;33m([0m[0mself[0m[1;33m,[0m [0mkey[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\frame.py[0m in [0;36m_getitem_column[1;34m(self, key)[0m [0;32m 2693[0m [1;31m# get column[0m[1;33m[0m[1;33m[0m[0m [0;32m 2694[0m [1;32mif[0m [0mself[0m[1;33m.[0m[0mcolumns[0m[1;33m.[0m[0mis_unique[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 2695[1;33m [1;32mreturn[0m [0mself[0m[1;33m.[0m[0m_get_item_cache[0m[1;33m([0m[0mkey[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 2696[0m [1;33m[0m[0m [0;32m 2697[0m [1;31m# duplicate columns & possible reduce dimensionality[0m[1;33m[0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\generic.py[0m in [0;36m_get_item_cache[1;34m(self, item)[0m [0;32m 2487[0m [0mres[0m [1;33m=[0m [0mcache[0m[1;33m.[0m[0mget[0m[1;33m([0m[0mitem[0m[1;33m)[0m[1;33m[0m[0m [0;32m 2488[0m [1;32mif[0m [0mres[0m [1;32mis[0m [1;32mNone[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 2489[1;33m [0mvalues[0m [1;33m=[0m [0mself[0m[1;33m.[0m[0m_data[0m[1;33m.[0m[0mget[0m[1;33m([0m[0mitem[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 2490[0m [0mres[0m [1;33m=[0m [0mself[0m[1;33m.[0m[0m_box_item_values[0m[1;33m([0m[0mitem[0m[1;33m,[0m [0mvalues[0m[1;33m)[0m[1;33m[0m[0m [0;32m 2491[0m [0mcache[0m[1;33m[[0m[0mitem[0m[1;33m][0m [1;33m=[0m [0mres[0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\internals.py[0m in [0;36mget[1;34m(self, item, fastpath)[0m [0;32m 4113[0m [1;33m[0m[0m [0;32m 4114[0m [1;32mif[0m [1;32mnot[0m [0misna[0m[1;33m([0m[0mitem[0m[1;33m)[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 4115[1;33m [0mloc[0m [1;33m=[0m [0mself[0m[1;33m.[0m[0mitems[0m[1;33m.[0m[0mget_loc[0m[1;33m([0m[0mitem[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 4116[0m [1;32melse[0m[1;33m:[0m[1;33m[0m[0m [0;32m 4117[0m [0mindexer[0m [1;33m=[0m [0mnp[0m[1;33m.[0m[0marange[0m[1;33m([0m[0mlen[0m[1;33m([0m[0mself[0m[1;33m.[0m[0mitems[0m[1;33m)[0m[1;33m)[0m[1;33m[[0m[0misna[0m[1;33m([0m[0mself[0m[1;33m.[0m[0mitems[0m[1;33m)[0m[1;33m][0m[1;33m[0m[0m [1;32m~\Anaconda3\lib\site-packages\pandas\core\indexes\base.py[0m in [0;36mget_loc[1;34m(self, key, method, tolerance)[0m [0;32m 3078[0m [1;32mreturn[0m [0mself[0m[1;33m.[0m[0m_engine[0m[1;33m.[0m[0mget_loc[0m[1;33m([0m[0mkey[0m[1;33m)[0m[1;33m[0m[0m [0;32m 3079[0m [1;32mexcept[0m [0mKeyError[0m[1;33m:[0m[1;33m[0m[0m [1;32m-> 3080[1;33m [1;32mreturn[0m [0mself[0m[1;33m.[0m[0m_engine[0m[1;33m.[0m[0mget_loc[0m[1;33m([0m[0mself[0m[1;33m.[0m[0m_maybe_cast_indexer[0m[1;33m([0m[0mkey[0m[1;33m)[0m[1;33m)[0m[1;33m[0m[0m [0m[0;32m 3081[0m [1;33m[0m[0m [0;32m 3082[0m [0mindexer[0m [1;33m=[0m [0mself[0m[1;33m.[0m[0mget_indexer[0m[1;33m([0m[1;33m[[0m[0mkey[0m[1;33m][0m[1;33m,[0m [0mmethod[0m[1;33m=[0m[0mmethod[0m[1;33m,[0m [0mtolerance[0m[1;33m=[0m[0mtolerance[0m[1;33m)[0m[1;33m[0m[0m [1;32mpandas\_libs\index.pyx[0m in [0;36mpandas._libs.index.IndexEngine.get_loc[1;34m()[0m [1;32mpandas\_libs\index.pyx[0m in [0;36mpandas._libs.index.IndexEngine.get_loc[1;34m()[0m [1;32mpandas\_libs\hashtable_class_helper.pxi[0m in [0;36mpandas._libs.hashtable.PyObjectHashTable.get_item[1;34m()[0m [1;32mpandas\_libs\hashtable_class_helper.pxi[0m in [0;36mpandas._libs.hashtable.PyObjectHashTable.get_item[1;34m()[0m [1;31mKeyError[0m: 'Minute'
| bad_behaviour | ball_receipt | ball_recovery | block | dribble | duel | duration | foul_committed | foul_won | goalkeeper | ... | possession_team | related_events | second | shot | substitution | tactics | team | timestamp | type | under_pressure | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | NaN | 0 | NaN | NaN | {'formation': 433, 'lineup': [{'player': {'id'... | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-29 00:00:00.000 | {'id': 35, 'name': 'Starting XI'} | NaN |
| 1 | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | NaN | 0 | NaN | NaN | {'formation': 352, 'lineup': [{'player': {'id'... | {'id': 971, 'name': 'Chelsea LFC'} | 2018-11-29 00:00:00.000 | {'id': 35, 'name': 'Starting XI'} | NaN |
| 2 | NaN | NaN | NaN | NaN | NaN | NaN | 8.16 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [c771a4d4-51cb-41de-83aa-7103cd199c92] | 0 | NaN | NaN | NaN | {'id': 971, 'name': 'Chelsea LFC'} | 2018-11-29 00:00:00.000 | {'id': 18, 'name': 'Half Start'} | NaN |
| 3 | NaN | NaN | NaN | NaN | NaN | NaN | 7.96 | NaN | NaN | NaN | ... | {'id': 746, 'name': 'Manchester City WFC'} | [48b94b06-ebbd-47e9-958c-44bf63622f5e] | 0 | NaN | NaN | NaN | {'id': 746, 'name': 'Manchester City WFC'} | 2018-11-29 00:00:00.000 | {'id': 18, 'name': 'Half Start'} | NaN |
| 4 | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | NaN | NaN | NaN | ... | {'id': 971, 'name': 'Chelsea LFC'} | [237cac8c-5cb0-4015-9d08-c7df9699a136] | 0 | NaN | NaN | NaN | {'id': 971, 'name': 'Chelsea LFC'} | 2018-11-29 00:00:00.100 | {'id': 30, 'name': 'Pass'} | NaN |
5 rows × 33 columns