Commit ·
c341861
1
Parent(s): e42af95
Upload 3 files
Browse files- app.py +116 -0
- requirements.txt +2 -0
- week5_fpl.csv +461 -0
app.py
ADDED
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import streamlit as st
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import pandas as pd
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import numpy as np
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import plotly.express as px
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import datetime as dt
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#### TITLE/PAGE
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st.set_page_config(layout="wide", page_icon="⚽", page_title="FPL Stats")
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st.title("⚽ FPL Lab")
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st.caption("A live dashboard of the top 200 Premiere League players across all positions. Metrics plotted include Cost, Points Earned, Form, Selection Rate, etc. Use the Position Analysis tab to pick cheap/high value players.")
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st.toast('Includes all data through W5', icon='⚽')
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#### DATA PROCESSING
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df = pd.read_csv('week5_fpl.csv')
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df.fillna(0, inplace=True)
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pattern = r'(.+)\r\n(.{3})(.+)'
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df[['name', 'team', 'position']] = df['Player'].str.extract(pattern)
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df = df.rename(columns={'Seelection Rate': 'Selection Rate',})
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df[['Cost (M)','Form','Points Earned']] = df[['Cost (M)','Form','Points Earned']].astype(float)
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df['P/C'] = df['Points Earned'] / df['Cost (M)']
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df[['Status','Player','name','team','position']] = df[['Status','Player','name','team','position']].astype(str)
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df['Selection Rate'] = df['Selection Rate'].str.rstrip('%').astype('float')
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#### SIDEBAR
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with st.sidebar:
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st.title("Player Search")
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options = st.multiselect(
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'Choose Position',
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['FWD','MID','DEF','GKP'])
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price = st.slider(
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"Pick a price range:",
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min_value=0,
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max_value=20,
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value=(0, 15))
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st.write("Price Range: $",price)
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new_df = df[df['position'].isin(options)]
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new_df = new_df[(new_df['Cost (M)'] >= price[0]) & (new_df['Cost (M)'] <= price[1])]
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new_df = new_df.rename(columns={'Points Earned': 'Points',})
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st.dataframe(new_df[['name','position','Points','Cost (M)','P/C']],hide_index=True)
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#### TABS
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tab1, tab2,tab3 = st.tabs(["Position Analysis", "Total Metrics","Player Utility"])
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with tab1:
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st.caption("These plots look at points earned and cost of the players. We want players closer to the bottom right of the graphs meaning they earn points but are cheap.")
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position_scatter_fig = px.scatter(df, y="Cost (M)", x="Points Earned", color="Form", template="plotly_dark", facet_col="position",hover_data=['name','team','position','Form'])
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position_scatter_fig.update_xaxes(showgrid=False,showline=False)
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position_scatter_fig.update_yaxes(showgrid=False)
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st.plotly_chart(position_scatter_fig, use_container_width=True)
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heatmap_fig = px.density_heatmap(df, x="Points Earned", y="Cost (M)",template="plotly_dark",facet_col="position")
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heatmap_fig.update_xaxes(showgrid=False,showline=False)
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heatmap_fig.update_yaxes(showgrid=False)
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st.plotly_chart(heatmap_fig, use_container_width=True)
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with tab2:
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st.caption("Here we have a consolidated scatter plot of the data on the other page, and a look at team point contributions ")
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summary_fig = px.scatter(df, x="Cost (M)", y="Points Earned", size="Selection Rate", color="Form",hover_data=['name','team','position','Form'], template="plotly_dark", title="Player Cost vs Points Earned (sized by selection rate and colored by form)",size_max=12) #text="name",
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summary_fig.update_xaxes(showgrid=False,showline=False)
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summary_fig.update_yaxes(showgrid=False)
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st.plotly_chart(summary_fig, use_container_width=True)
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fig_bar = px.bar(df, x="team", y="Points Earned",template="plotly_dark", color='Cost (M)', title="Points Contributed and Cost by Team",hover_data=['name','team','position','Form']) #color_continuous_scale='YlOrRd'
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fig_bar.update_layout(barmode='stack', xaxis={'categoryorder':'total descending'})
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fig_bar.update_xaxes(showgrid=False,showline=False)
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fig_bar.update_yaxes(showgrid=False)
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st.plotly_chart(fig_bar, use_container_width=True)
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with tab3:
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st.caption("We introduce a new features here to measure player utility. This is calculated by dividing points earned by cost referred to as P/C. Outliers in these plots could indicate high utility players for your roster.")
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utility_scatter = px.scatter(df, x="Form", y="P/C", color="Cost (M)",hover_data=['name','team','position','Form'], template="plotly_dark", title="Player Utility vs Form, colored by cost",size_max=12) #text="name",
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utility_scatter.update_xaxes(showgrid=False,showline=False)
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utility_scatter.update_yaxes(showgrid=False)
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st.plotly_chart(utility_scatter, use_container_width=True)
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utility_bar = px.violin(df, x="position", y="P/C", points='all', color='position',hover_data=['name','team','position','Form'], template="plotly_dark", title="Utility Distribution Across Positions") #text="name",
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utility_bar.update_xaxes(showgrid=False,showline=False)
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utility_bar.update_yaxes(showgrid=False)
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st.plotly_chart(utility_bar, use_container_width=True)
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# options = st.multiselect(
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# 'Choose Teams',
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# df['team'])
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# price = st.slider(
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# "Pick a price range:",
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# value=(0, 18))
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# points = st.slider(
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# "Pick a score range:",
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# value=(1, 15))
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# st.write("You're scheduled for:", points, "yo",price)
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# new_df = df[df['team'].isin(options)]
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# new_df = new_df.rename(columns={'Points Earned': 'Points',})
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# # st.dataframe(new_df[['name','position','Points Earned','Cost (M)']],hide_index=True)
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# mid = new_df[new_df['position'] == 'MID']
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# gkp = new_df[new_df['position'] == 'GKP']
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# def_ = new_df[new_df['position'] == 'DEF']
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# fwd = new_df[new_df['position'] == 'FWD']
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# col1, col2,col3, col4 = st.columns(4)
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# with col1:
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# st.subheader('Forwards')
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# st.dataframe(fwd[['name','Points','Cost (M)']],hide_index=True)
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# with col2:
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# st.subheader('Defenders')
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# st.dataframe(def_[['name','Points','Cost (M)']],hide_index=True)
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# with col3:
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# st.subheader('Midfielders')
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# st.dataframe(mid[['name','Points','Cost (M)']],hide_index=True)
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# with col4:
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# st.subheader('Goal Keepers')
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# st.dataframe(gkp[['name','Points','Cost (M)']],hide_index=True)
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requirements.txt
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pandas
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plotly
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week5_fpl.csv
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|
| 1 |
+
Status,Player,Cost (M),Seelection Rate,Form,Points Earned
|
| 2 |
+
View player information,"Haaland
|
| 3 |
+
MCIFWD",14.1,92.20%,8,45
|
| 4 |
+
View player information,"J.Alvarez
|
| 5 |
+
MCIFWD",6.8,18.90%,8,37
|
| 6 |
+
View player information,"Edouard
|
| 7 |
+
CRYFWD",5.5,3.70%,6.2,32
|
| 8 |
+
View player information,"Ferguson
|
| 9 |
+
BHAFWD",6,7.90%,5.2,26
|
| 10 |
+
View player information,"Wissa
|
| 11 |
+
BREFWD",6.1,14.60%,4,25
|
| 12 |
+
View player information,"Awoniyi
|
| 13 |
+
NFOFWD",6.6,6.10%,3.7,25
|
| 14 |
+
View player information,"Solanke
|
| 15 |
+
BOUFWD",6.5,2.50%,4,23
|
| 16 |
+
View player information,"Nketiah
|
| 17 |
+
ARSFWD",5.6,6.60%,3.5,22
|
| 18 |
+
View player information,"Watkins
|
| 19 |
+
AVLFWD",8,20.00%,4.2,22
|
| 20 |
+
View player information,"Darwin
|
| 21 |
+
LIVFWD",7.4,11.80%,5.2,22
|
| 22 |
+
View player information,"Antonio
|
| 23 |
+
WHUFWD",6,4.60%,5,21
|
| 24 |
+
View player information,"Isak
|
| 25 |
+
NEWFWD",7.7,26.10%,1.5,19
|
| 26 |
+
View player information,"Wilson
|
| 27 |
+
NEWFWD",7.8,5.20%,3.2,18
|
| 28 |
+
View player information,"João Pedro
|
| 29 |
+
BHAFWD",5.4,12.50%,2.5,17
|
| 30 |
+
View player information,"Morris
|
| 31 |
+
LUTFWD",5.5,1.90%,3,17
|
| 32 |
+
View player information,"Foster
|
| 33 |
+
BURFWD",5,1.00%,4.3,15
|
| 34 |
+
View player information,"Duran
|
| 35 |
+
AVLFWD",5,0.20%,3.5,14
|
| 36 |
+
View player information,"Cunha
|
| 37 |
+
WOLFWD",5.5,0.60%,3,14
|
| 38 |
+
View player information,"Semenyo
|
| 39 |
+
BOUFWD",4.5,3.30%,2.2,13
|
| 40 |
+
View player information,"Mateta
|
| 41 |
+
CRYFWD",4.9,0.40%,3.2,13
|
| 42 |
+
View player information,"Archer
|
| 43 |
+
SHUFWD",4.5,6.20%,3.2,13
|
| 44 |
+
View player information,"Gakpo
|
| 45 |
+
LIVFWD",7.3,3.40%,2.5,12
|
| 46 |
+
View player information,"Welbeck
|
| 47 |
+
BHAFWD",5.8,0.90%,2.2,11
|
| 48 |
+
View player information,"N.Jackson
|
| 49 |
+
CHEFWD",7.1,16.70%,2.5,11
|
| 50 |
+
View player information,"Wood
|
| 51 |
+
NFOFWD",5,0.60%,0.7,10
|
| 52 |
+
View player information,"G.Jesus
|
| 53 |
+
ARSFWD",7.9,3.00%,2,8
|
| 54 |
+
View player information,"Raúl
|
| 55 |
+
FULFWD",5.4,1.20%,1.8,8
|
| 56 |
+
View player information,"Kalajdžić
|
| 57 |
+
WOLFWD",5,0.20%,1.8,8
|
| 58 |
+
View player information,"Vinícius
|
| 59 |
+
FULFWD",4.8,2.00%,1.8,7
|
| 60 |
+
View player information,"Adebayo
|
| 61 |
+
LUTFWD",4.9,0.70%,1.7,7
|
| 62 |
+
View player information,"Brown
|
| 63 |
+
LUTFWD",4.9,0.10%,1,7
|
| 64 |
+
View player information,"T.Bénie
|
| 65 |
+
SHUFWD",5.4,0.10%,1,7
|
| 66 |
+
View player information,"Fábio Silva
|
| 67 |
+
WOLFWD",5.4,0.30%,1.5,7
|
| 68 |
+
View player information,"Amdouni
|
| 69 |
+
BURFWD",5.4,0.10%,1,5
|
| 70 |
+
View player information,"Martial
|
| 71 |
+
MUNFWD",6.5,0.30%,1.2,5
|
| 72 |
+
Unlikely to playView player information,"McBurnie
|
| 73 |
+
SHUFWD",5.4,0.00%,1.7,5
|
| 74 |
+
View player information,"Maupay
|
| 75 |
+
BREFWD",4.9,0.80%,0.5,4
|
| 76 |
+
View player information,"Beto
|
| 77 |
+
EVEFWD",6,0.20%,2,4
|
| 78 |
+
View player information,"Ogbene
|
| 79 |
+
LUTFWD",4.9,0.10%,1,4
|
| 80 |
+
50% chance of playingView player information,"Osula
|
| 81 |
+
SHUFWD",4.5,1.20%,0.3,4
|
| 82 |
+
View player information,"Ings
|
| 83 |
+
WHUFWD",5.8,0.90%,0.8,4
|
| 84 |
+
View player information,"Moore
|
| 85 |
+
BOUFWD",4.8,0.30%,0.5,3
|
| 86 |
+
View player information,"Woodrow
|
| 87 |
+
LUTFWD",4.5,0.60%,0.7,3
|
| 88 |
+
View player information,"Højlund
|
| 89 |
+
MUNFWD",7,2.80%,0.8,3
|
| 90 |
+
Unlikely to playView player information,"Burstow
|
| 91 |
+
CHEFWD",4.5,0.10%,0.5,2
|
| 92 |
+
View player information,"Calvert-Lewin
|
| 93 |
+
EVEFWD",5.8,0.30%,0.5,2
|
| 94 |
+
View player information,"Muniz
|
| 95 |
+
FULFWD",4.4,0.60%,0.5,2
|
| 96 |
+
View player information,"Hackford
|
| 97 |
+
SHUFWD",4.5,0.10%,0,2
|
| 98 |
+
View player information,"Rodriguez
|
| 99 |
+
BURFWD",5.3,0.20%,0.3,1
|
| 100 |
+
View player information,"Y. Chermiti
|
| 101 |
+
EVEFWD",4.9,0.00%,0.2,1
|
| 102 |
+
View player information,"Mbeumo
|
| 103 |
+
BREMID",6.8,28.40%,7,35
|
| 104 |
+
View player information,"Salah
|
| 105 |
+
LIVMID",12.5,26.50%,7,33
|
| 106 |
+
View player information,"Bowen
|
| 107 |
+
WHUMID",7.1,9.40%,5.8,32
|
| 108 |
+
View player information,"Saka
|
| 109 |
+
ARSMID",8.7,64.90%,5.2,31
|
| 110 |
+
View player information,"Maddison
|
| 111 |
+
TOTMID",7.9,31.20%,5.2,30
|
| 112 |
+
View player information,"Son
|
| 113 |
+
TOTMID",9.1,15.20%,7,30
|
| 114 |
+
View player information,"Diaby
|
| 115 |
+
AVLMID",6.6,10.20%,5.5,29
|
| 116 |
+
75% chance of playingView player information,"March
|
| 117 |
+
BHAMID",6.6,9.50%,5,29
|
| 118 |
+
View player information,"Ward-Prowse
|
| 119 |
+
WHUMID",6.1,7.90%,7.2,29
|
| 120 |
+
View player information,"Rodrigo
|
| 121 |
+
MCIMID",5.7,12.40%,3.8,28
|
| 122 |
+
View player information,"Sterling
|
| 123 |
+
CHEMID",7.2,16.10%,6.2,27
|
| 124 |
+
View player information,"Gross
|
| 125 |
+
BHAMID",6.3,2.50%,6,26
|
| 126 |
+
View player information,"Ødegaard
|
| 127 |
+
ARSMID",8.5,21.40%,5.8,25
|
| 128 |
+
View player information,"Mitoma
|
| 129 |
+
BHAMID",6.5,39.70%,5,25
|
| 130 |
+
View player information,"Neto
|
| 131 |
+
WOLMID",5.5,0.80%,6,25
|
| 132 |
+
View player information,"Kulusevski
|
| 133 |
+
TOTMID",7,1.50%,5.5,24
|
| 134 |
+
View player information,"Foden
|
| 135 |
+
MCIMID",7.6,13.10%,5,23
|
| 136 |
+
View player information,"Douglas Luiz
|
| 137 |
+
AVLMID",5.4,1.90%,5.2,22
|
| 138 |
+
View player information,"Bailey
|
| 139 |
+
AVLMID",5.5,1.70%,5,21
|
| 140 |
+
View player information,"Jensen
|
| 141 |
+
BREMID",5.4,0.70%,4.2,21
|
| 142 |
+
View player information,"Szoboszlai
|
| 143 |
+
LIVMID",7,5.00%,4.8,21
|
| 144 |
+
View player information,"Rashford
|
| 145 |
+
MUNMID",8.9,33.80%,4.5,21
|
| 146 |
+
View player information,"Rice
|
| 147 |
+
ARSMID",5.4,5.20%,4.5,20
|
| 148 |
+
View player information,"Luis Díaz
|
| 149 |
+
LIVMID",7.7,12.00%,3,20
|
| 150 |
+
View player information,"Eriksen
|
| 151 |
+
MUNMID",5.9,0.60%,4.8,20
|
| 152 |
+
View player information,"Gordon
|
| 153 |
+
NEWMID",5.5,1.60%,4,20
|
| 154 |
+
View player information,"Hamer
|
| 155 |
+
SHUMID",5,0.20%,4.7,20
|
| 156 |
+
View player information,"Schade
|
| 157 |
+
BREMID",5.4,0.20%,4.5,19
|
| 158 |
+
View player information,"Diogo J.
|
| 159 |
+
LIVMID",7.9,2.50%,4.5,19
|
| 160 |
+
View player information,"B.Fernandes
|
| 161 |
+
MUNMID",8.4,20.50%,4,19
|
| 162 |
+
View player information,"Hee Chan
|
| 163 |
+
WOLMID",5.4,0.20%,4.5,19
|
| 164 |
+
View player information,"Andreas
|
| 165 |
+
FULMID",5.5,1.30%,3.5,18
|
| 166 |
+
View player information,"Bernardo
|
| 167 |
+
MCIMID",6.4,1.90%,3.8,18
|
| 168 |
+
View player information,"Sarr
|
| 169 |
+
TOTMID",4.6,3.40%,4.2,18
|
| 170 |
+
View player information,"McGinn
|
| 171 |
+
AVLMID",5.5,0.60%,3.8,17
|
| 172 |
+
75% chance of playingView player information,"Martinelli
|
| 173 |
+
ARSMID",7.9,9.40%,2.8,16
|
| 174 |
+
View player information,"Gilmour
|
| 175 |
+
BHAMID",4.9,0.30%,3.8,16
|
| 176 |
+
View player information,"Eze
|
| 177 |
+
CRYMID",6.3,9.10%,3.2,16
|
| 178 |
+
View player information,"A.Doucoure
|
| 179 |
+
EVEMID",5.5,0.20%,3.5,16
|
| 180 |
+
View player information,"Casemiro
|
| 181 |
+
MUNMID",5.4,3.80%,3.2,16
|
| 182 |
+
View player information,"Barnes
|
| 183 |
+
NEWMID",6.4,2.60%,1.2,16
|
| 184 |
+
View player information,"L.Paquetá
|
| 185 |
+
WHUMID",6,1.80%,3.8,16
|
| 186 |
+
75% chance of playingView player information,"J.Ayew
|
| 187 |
+
CRYMID",5.5,0.40%,2.2,15
|
| 188 |
+
View player information,"De Cordova-Reid
|
| 189 |
+
FULMID",5.5,0.20%,2.2,15
|
| 190 |
+
View player information,"Gibbs-White
|
| 191 |
+
NFOMID",5.9,1.90%,3.7,15
|
| 192 |
+
View player information,"Fábio Vieira
|
| 193 |
+
ARSMID",5.4,0.10%,3.5,14
|
| 194 |
+
View player information,"Richarlison
|
| 195 |
+
TOTMID",6.8,1.60%,3,14
|
| 196 |
+
View player information,"Trossard
|
| 197 |
+
ARSMID",6.6,1.90%,3,13
|
| 198 |
+
View player information,"Brooks
|
| 199 |
+
BOUMID",4.9,0.10%,2.8,13
|
| 200 |
+
View player information,"Nørgaard
|
| 201 |
+
BREMID",5.5,0.10%,2.8,13
|
| 202 |
+
View player information,"Adingra
|
| 203 |
+
BHAMID",5,0.30%,1.8,13
|
| 204 |
+
View player information,"Danjuma
|
| 205 |
+
EVEMID",5.5,0.20%,3,13
|
| 206 |
+
View player information,"J.Palhinha
|
| 207 |
+
FULMID",5,0.30%,3.2,13
|
| 208 |
+
View player information,"Reed
|
| 209 |
+
FULMID",4.8,0.60%,2.5,13
|
| 210 |
+
75% chance of playingView player information,"Elanga
|
| 211 |
+
NFOMID",5,0.70%,2.7,13
|
| 212 |
+
View player information,"Wilson
|
| 213 |
+
FULMID",5.4,0.20%,2.2,12
|
| 214 |
+
View player information,"Solomon
|
| 215 |
+
TOTMID",5.3,0.20%,3,12
|
| 216 |
+
View player information,"Benrahma
|
| 217 |
+
WHUMID",5.9,0.60%,2.5,12
|
| 218 |
+
View player information,"Billing
|
| 219 |
+
BOUMID",5.3,0.40%,2.2,11
|
| 220 |
+
View player information,"Janelt
|
| 221 |
+
BREMID",5.4,0.10%,2.2,11
|
| 222 |
+
View player information,"Romero
|
| 223 |
+
TOTDEF",4.7,15.60%,5.5,29
|
| 224 |
+
View player information,"Udogie
|
| 225 |
+
TOTDEF",4.7,16.80%,6,25
|
| 226 |
+
View player information,"Gusto
|
| 227 |
+
CHEDEF",4.2,13.60%,5.8,24
|
| 228 |
+
View player information,"Disasi
|
| 229 |
+
CHEDEF",5.1,7.20%,3.2,24
|
| 230 |
+
View player information,"Andersen
|
| 231 |
+
CRYDEF",4.6,8.10%,3.8,24
|
| 232 |
+
View player information,"Robertson
|
| 233 |
+
LIVDEF",6.5,5.50%,5.2,23
|
| 234 |
+
View player information,"Saliba
|
| 235 |
+
ARSDEF",5.2,29.00%,4.2,22
|
| 236 |
+
View player information,"Cash
|
| 237 |
+
AVLDEF",4.7,16.70%,5.8,22
|
| 238 |
+
View player information,"Estupiñan
|
| 239 |
+
BHADEF",5.3,63.30%,3.5,21
|
| 240 |
+
View player information,"Digne
|
| 241 |
+
AVLDEF",4.5,3.80%,5.2,20
|
| 242 |
+
View player information,"Ream
|
| 243 |
+
FULDEF",4.5,0.90%,3.2,20
|
| 244 |
+
View player information,"White
|
| 245 |
+
ARSDEF",5.5,8.80%,4.2,18
|
| 246 |
+
View player information,"Aké
|
| 247 |
+
MCIDEF",5.1,7.90%,2.8,18
|
| 248 |
+
View player information,"Walker
|
| 249 |
+
MCIDEF",5.2,12.40%,3,18
|
| 250 |
+
View player information,"Botman
|
| 251 |
+
NEWDEF",4.5,13.90%,3.2,18
|
| 252 |
+
View player information,"Boly
|
| 253 |
+
NFODEF",4.5,0.70%,5.3,18
|
| 254 |
+
View player information,"Pedro Porro
|
| 255 |
+
TOTDEF",5,5.90%,4.5,18
|
| 256 |
+
View player information,"Zouma
|
| 257 |
+
WHUDEF",4.5,1.70%,4,18
|
| 258 |
+
View player information,"Colwill
|
| 259 |
+
CHEDEF",4.5,4.00%,3.8,17
|
| 260 |
+
View player information,"T.Silva
|
| 261 |
+
CHEDEF",5,3.70%,3.8,17
|
| 262 |
+
View player information,"Mitchell
|
| 263 |
+
CRYDEF",4.5,1.10%,2.2,17
|
| 264 |
+
View player information,"Akanji
|
| 265 |
+
MCIDEF",5.1,8.40%,2.8,17
|
| 266 |
+
75% chance of playingView player information,"Aurier
|
| 267 |
+
NFODEF",4.5,2.10%,2,17
|
| 268 |
+
Unlikely to playView player information,"Alexander-Arnold
|
| 269 |
+
LIVDEF",7.9,10.30%,3.8,16
|
| 270 |
+
View player information,"Van de Ven
|
| 271 |
+
TOTDEF",4.5,1.20%,3.8,16
|
| 272 |
+
View player information,"Chilwell
|
| 273 |
+
CHEDEF",5.8,32.20%,2,15
|
| 274 |
+
Unlikely to playView player information,"R.Varane
|
| 275 |
+
MUNDEF",5,2.80%,0.2,15
|
| 276 |
+
View player information,"Wan-Bissaka
|
| 277 |
+
MUNDEF",4.6,5.70%,0.8,15
|
| 278 |
+
View player information,"Collins
|
| 279 |
+
BREDEF",4.5,0.40%,3.2,14
|
| 280 |
+
View player information,"Diop
|
| 281 |
+
FULDEF",4.5,0.90%,1.5,14
|
| 282 |
+
75% chance of playingView player information,"Henry
|
| 283 |
+
BREDEF",4.6,6.50%,2.2,13
|
| 284 |
+
View player information,"Pinnock
|
| 285 |
+
BREDEF",4.5,2.00%,3,13
|
| 286 |
+
View player information,"Rúben
|
| 287 |
+
MCIDEF",5.5,8.60%,3.2,13
|
| 288 |
+
View player information,"Trippier
|
| 289 |
+
NEWDEF",6.5,30.70%,2.8,13
|
| 290 |
+
View player information,"Bogle
|
| 291 |
+
SHUDEF",4.5,0.10%,4.3,13
|
| 292 |
+
View player information,"Tete
|
| 293 |
+
FULDEF",4.5,0.60%,1.8,12
|
| 294 |
+
View player information,"Schär
|
| 295 |
+
NEWDEF",5,2.90%,2.5,12
|
| 296 |
+
View player information,"Coufal
|
| 297 |
+
WHUDEF",4.5,0.40%,2.5,12
|
| 298 |
+
View player information,"Zinchenko
|
| 299 |
+
ARSDEF",4.9,5.00%,2.8,11
|
| 300 |
+
View player information,"Konsa
|
| 301 |
+
AVLDEF",4.5,1.00%,2.8,11
|
| 302 |
+
View player information,"Pau
|
| 303 |
+
AVLDEF",4.5,2.20%,2.8,11
|
| 304 |
+
View player information,"Zabarnyi
|
| 305 |
+
BOUDEF",4.5,0.10%,2.2,11
|
| 306 |
+
25% chance of playingView player information,"Guéhi
|
| 307 |
+
CRYDEF",4.5,1.50%,1.2,11
|
| 308 |
+
View player information,"Andersen
|
| 309 |
+
LUTDEF",4,1.40%,3.7,11
|
| 310 |
+
View player information,"Burn
|
| 311 |
+
NEWDEF",4.5,3.10%,2.2,11
|
| 312 |
+
View player information,"E.Royal
|
| 313 |
+
TOTDEF",4.5,1.30%,0.8,11
|
| 314 |
+
View player information,"Kilman
|
| 315 |
+
WOLDEF",4.5,0.70%,2.2,11
|
| 316 |
+
View player information,"Kerkez
|
| 317 |
+
BOUDEF",4.5,0.20%,2,10
|
| 318 |
+
View player information,"Aarons
|
| 319 |
+
BOUDEF",4.5,0.20%,2,10
|
| 320 |
+
View player information,"Veltman
|
| 321 |
+
BHADEF",4.4,0.80%,2.2,10
|
| 322 |
+
View player information,"Ward
|
| 323 |
+
CRYDEF",4.5,0.30%,1,10
|
| 324 |
+
View player information,"Patterson
|
| 325 |
+
EVEDEF",4.5,0.20%,2,10
|
| 326 |
+
View player information,"Gomez
|
| 327 |
+
LIVDEF",4.5,0.50%,2.5,10
|
| 328 |
+
View player information,"Matip
|
| 329 |
+
LIVDEF",4.9,0.50%,2.5,10
|
| 330 |
+
View player information,"Gvardiol
|
| 331 |
+
MCIDEF",5.1,5.80%,2.2,10
|
| 332 |
+
View player information,"McKenna
|
| 333 |
+
NFODEF",4.5,0.10%,2.3,10
|
| 334 |
+
View player information,"Worrall
|
| 335 |
+
NFODEF",4.5,0.10%,2.3,10
|
| 336 |
+
View player information,"N.Aguerd
|
| 337 |
+
WHUDEF",4.5,0.70%,2,10
|
| 338 |
+
View player information,"Gabriel
|
| 339 |
+
ARSDEF",4.8,13.60%,2,9
|
| 340 |
+
View player information,"Kelly
|
| 341 |
+
BOUDEF",4.5,0.00%,2.2,9
|
| 342 |
+
View player information,"Neto
|
| 343 |
+
BOUGKP",4.5,1.10%,5.8,25
|
| 344 |
+
View player information,"Leno
|
| 345 |
+
FULGKP",4.6,12.90%,3.2,25
|
| 346 |
+
View player information,"Vicario
|
| 347 |
+
TOTGKP",5.1,5.80%,5.8,24
|
| 348 |
+
View player information,"Areola
|
| 349 |
+
WHUGKP",4.1,29.40%,5.2,24
|
| 350 |
+
View player information,"Sanchez
|
| 351 |
+
CHEGKP",4.5,5.50%,5,22
|
| 352 |
+
View player information,"A.Becker
|
| 353 |
+
LIVGKP",5.5,10.80%,4.2,20
|
| 354 |
+
View player information,"Ederson M.
|
| 355 |
+
MCIGKP",5.6,21.00%,3.2,19
|
| 356 |
+
View player information,"José Sá
|
| 357 |
+
WOLGKP",5,1.40%,4.2,19
|
| 358 |
+
View player information,"Flekken
|
| 359 |
+
BREGKP",4.5,3.00%,3.2,15
|
| 360 |
+
View player information,"Pope
|
| 361 |
+
NEWGKP",5.5,10.40%,3,15
|
| 362 |
+
View player information,"Foderingham
|
| 363 |
+
SHUGKP",4.5,0.30%,3,14
|
| 364 |
+
View player information,"Onana
|
| 365 |
+
MUNGKP",5,22.90%,1,13
|
| 366 |
+
View player information,"Martinez
|
| 367 |
+
AVLGKP",4.9,6.40%,2.8,12
|
| 368 |
+
View player information,"Johnstone
|
| 369 |
+
CRYGKP",4.5,1.90%,1.5,12
|
| 370 |
+
View player information,"Turner
|
| 371 |
+
NFOGKP",4,14.30%,2.7,12
|
| 372 |
+
View player information,"Ramsdale
|
| 373 |
+
ARSGKP",5,16.10%,2.2,11
|
| 374 |
+
View player information,"Raya
|
| 375 |
+
ARSGKP",4.8,2.30%,2,8
|
| 376 |
+
View player information,"Steele
|
| 377 |
+
BHAGKP",4.4,3.70%,1.5,8
|
| 378 |
+
View player information,"Pickford
|
| 379 |
+
EVEGKP",4.4,10.30%,1.5,8
|
| 380 |
+
View player information,"Kaminski
|
| 381 |
+
LUTGKP",4.5,0.20%,1.3,7
|
| 382 |
+
View player information,"Trafford
|
| 383 |
+
BURGKP",4.5,0.90%,1,5
|
| 384 |
+
View player information,"Verbruggen
|
| 385 |
+
BHAGKP",4.4,0.40%,1,4
|
| 386 |
+
View player information,"Olsen
|
| 387 |
+
AVLGKP",4,0.80%,0.5,2
|
| 388 |
+
Unlikely to playView player information,"Rúnarsson
|
| 389 |
+
ARSGKP",4,0.10%,0,0
|
| 390 |
+
View player information,"Hein
|
| 391 |
+
ARSGKP",4,0.00%,0,0
|
| 392 |
+
Unlikely to playView player information,"Sinisalo
|
| 393 |
+
AVLGKP",4,0.00%,0,0
|
| 394 |
+
View player information,"Marschall
|
| 395 |
+
AVLGKP",4,0.00%,0,0
|
| 396 |
+
Unlikely to playView player information,"Zych
|
| 397 |
+
AVLGKP",4,0.10%,0,0
|
| 398 |
+
View player information,"Randolph
|
| 399 |
+
BOUGKP",4,0.60%,0,0
|
| 400 |
+
Unlikely to playView player information,"Travers
|
| 401 |
+
BOUGKP",4,0.10%,0,0
|
| 402 |
+
View player information,"Radu
|
| 403 |
+
BOUGKP",4.4,0.10%,0,0
|
| 404 |
+
View player information,"Balcombe
|
| 405 |
+
BREGKP",4,0.20%,0,0
|
| 406 |
+
Unlikely to playView player information,"Cox
|
| 407 |
+
BREGKP",4,0.00%,0,0
|
| 408 |
+
View player information,"Strakosha
|
| 409 |
+
BREGKP",4,0.40%,0,0
|
| 410 |
+
View player information,"McGill
|
| 411 |
+
BHAGKP",4,0.20%,0,0
|
| 412 |
+
Unlikely to playView player information,"Scherpen
|
| 413 |
+
BHAGKP",4,0.00%,0,0
|
| 414 |
+
View player information,"Franchi
|
| 415 |
+
BURGKP",4,0.10%,0,0
|
| 416 |
+
View player information,"Muric
|
| 417 |
+
BURGKP",4.4,0.20%,0,0
|
| 418 |
+
Unlikely to playView player information,"Peacock-Farrell
|
| 419 |
+
BURGKP",4,0.00%,0,0
|
| 420 |
+
View player information,"Vigouroux
|
| 421 |
+
BURGKP",4,0.20%,0,0
|
| 422 |
+
Unlikely to playView player information,"Arrizabalaga
|
| 423 |
+
CHEGKP",5,0.30%,0,0
|
| 424 |
+
Unlikely to playView player information,"Bettinelli
|
| 425 |
+
CHEGKP",4,0.00%,0,0
|
| 426 |
+
Unlikely to playView player information,"Slonina
|
| 427 |
+
CHEGKP",4,0.00%,0,0
|
| 428 |
+
View player information,"Bergström
|
| 429 |
+
CHEGKP",4,0.00%,0,0
|
| 430 |
+
View player information,"Beach
|
| 431 |
+
CHEGKP",4,0.00%,0,0
|
| 432 |
+
View player information,"Petrovic
|
| 433 |
+
CHEGKP",4.5,0.00%,0,0
|
| 434 |
+
Unlikely to playView player information,"Guaita
|
| 435 |
+
CRYGKP",4.4,0.50%,0,0
|
| 436 |
+
View player information,"Matthews
|
| 437 |
+
CRYGKP",4,0.10%,0,0
|
| 438 |
+
View player information,"Whitworth
|
| 439 |
+
CRYGKP",4,1.30%,0,0
|
| 440 |
+
View player information,"Henderson
|
| 441 |
+
CRYGKP",4.5,0.40%,0,0
|
| 442 |
+
View player information,"J.Virginia
|
| 443 |
+
EVEGKP",3.9,0.50%,0,0
|
| 444 |
+
View player information,"Lonergan
|
| 445 |
+
EVEGKP",4,0.10%,0,0
|
| 446 |
+
View player information,"Benda
|
| 447 |
+
FULGKP",4,0.00%,0,0
|
| 448 |
+
View player information,"Adrián
|
| 449 |
+
LIVGKP",4,0.30%,0,0
|
| 450 |
+
View player information,"Kelleher
|
| 451 |
+
LIVGKP",4,0.30%,0,0
|
| 452 |
+
Unlikely to playView player information,"Macey
|
| 453 |
+
LUTGKP",4,0.40%,0,0
|
| 454 |
+
View player information,"Shea
|
| 455 |
+
LUTGKP",4.4,0.20%,0,0
|
| 456 |
+
Unlikely to playView player information,"Walton
|
| 457 |
+
LUTGKP",4,0.00%,0,0
|
| 458 |
+
View player information,"Krul
|
| 459 |
+
LUTGKP",4.5,0.00%,0,0
|
| 460 |
+
View player information,"Carson
|
| 461 |
+
MCIGKP",3.9,0.10%,0,0
|