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app.py
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app.py
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from dash import Dash, dcc, Output, Input
import dash_bootstrap_components as dbc
import plotly.express as px
import numpy as np
import pandas as pd
import plotly.graph_objects as go
import dash_2
from dash import html
import assets
import matplotlib.pyplot as plt
def main():
#initialize the app with theme
app = Dash(__name__, external_stylesheets=[dbc.themes.MINTY])
#get data frame
df = pd.read_csv("C:/Users/Uzytkownik/PycharmProjects/dash_lib/international_matches.csv")
#building components
my_title = dcc.Markdown(children='My first graph in DASH')
my_graph = dcc.Graph(figure={})
dropdown = dcc.Dropdown(options=['Bar Plot', 'Scatter Plot'],
value='Bar Plot',
clearable=False)
#customize layout
# app.layout = dbc.Container([my_title, my_graph,dropdown])
app.layout = html.Div([
html.Div([
html.Div([
html.Div([
html.H1("FIFA WORLD CUP", style={"margin-bottom": "0px", 'color': 'white'}),
html.H5("DATA ANALYSIS BY MATEUSZ KUBITA", style={"margin-top": "0px", 'color': 'white'}),
])
], className="twelve columns", id="title"),
], id="header", className="row flex-display", style={"margin-bottom": "25px"}),
html.Div([
html.Div([
html.H6(children='Scored goals',
style={
'textAlign': 'center',
'color': 'white'}
),
html.Div(id="zdobyte_gole123",
style={
'textAlign': 'center',
'color': '#D6DBD2',
'fontSize': 40}),
html.P(id="last_game_goals",
style={
'textAlign': 'center',
'color': 'orange',
'fontSize': 15,
'margin-top': '-18px'}
),
], className="card_container three columns",
),
html.Div([
html.H6(children='Conceded goals',
style={
'textAlign': 'center',
'color': 'white'}
),
html.Div(id="stracone_bramki123",
style={
'textAlign': 'center',
'color': '#D6DBD2',
'fontSize': 40}
),
html.P(id="last_game_goals_stracone",
style={
'textAlign': 'center',
'color': 'orange',
'fontSize': 15,
'margin-top': '-18px'}
),
], className="card_container three columns",
),
html.Div([
html.H6(children='Games played',
style={
'textAlign': 'center',
'color': 'white'}
),
html.Div(id="games_played_123",
style={
'textAlign': 'center',
'color': '#D6DBD2',
'fontSize': 40}
),
], className="card_container three columns",
),
html.Div([
html.Div([
html.H6(children='Mean Offense Score: ',
style={
'textAlign': 'center',
'color': 'white'}
),
# dcc.Graph(id='graph_score123',
# config={'displayModeBar': False},
# className='dcc_compon',
# style={'margin-top': '20px'},
# ),
],className='five columns'),
html.Div([
html.H6(children='Mean Defense Score: ',
style={
'textAlign': 'center',
'color': 'white'}
),
],className='five columns ')
], className="card_container three columns")
], className="row flex-display"),
html.Div([
html.Div([
html.P('Select Country:', className='fix_label', style={'color': 'white'}),
dcc.Dropdown(id='country_selection',
multi=False,
clearable=True,
value='Poland',
placeholder='Select Countries',
options=df["home_team"].unique(), className='dcc_compon'),
html.Div(id = "last_game_date123",
style={
'textAlign': 'center',
'color': '#D6DBD2',
'fontSize': 22}
),
dcc.Graph(id="graph_1",
config={'displayModeBar':False},
className='dcc_compon',
style={'margin-top':'20px'})
], className="create_container three columns", id="cross-filter-options"),
html.Div([
html.H6(children='Team Statistics ',
style={
'textAlign': 'center',
'color': 'white'}
),
html.H6(children='Mean Offense Score: ',
style={
# 'textAlign': 'center',
'color': 'white'}
),
dcc.Graph(id='graph_score123',
config={'displayModeBar': False},
className='dcc_compon',
style={'margin-top': '20px'},
),
html.H6(children='Mean Defense Score: ',
style={
# 'textAlign': 'center',
'color': 'white'}
),
dcc.Graph(id='graph_scoreDEF',
config={'displayModeBar': False},
className='dcc_compon',
style={'margin-top': '20px'},
),
], className="create_container three columns"),
html.Div([
dcc.Graph(id='map123', className='create_container1 twelve columns'),
], className="create_container four columns"),
], className="row flex-display"),
],
id="mainContainer",
style={"display": "flex", "flex-direction": "column"}
)
#allowing components to interact with each other
@app.callback(
Output('graph_1', component_property='figure'),
Input("country_selection", component_property='value')
)
def update_graph_with_country_selection(user_input):
dict_res = dash_2.analyze_team(user_input)
zdobyte_gole = dict_res.get("zdobyte_gole")
stracone_gole = dict_res.get("stracone_gole")
mecze = dict_res.get("rozegrane_mecze")
colors = ['orange', '#dd1e35', 'green']
# '#e55467'
return {
'data': [go.Pie(labels=['Games played', 'Scored goals', 'Conceded goals'],
values=[mecze, zdobyte_gole, stracone_gole],
marker=dict(colors=colors),
hoverinfo='label+value+percent',
textinfo='label+value',
textfont=dict(size=13),
hole=.7,
rotation=45
# insidetextorientation='radial',
)],
'layout': go.Layout(
# width=800,
# height=520,
plot_bgcolor='#1f2c56',
paper_bgcolor='#1f2c56',
hovermode='closest',
title={
'text': 'Total Cases : fds',
'y': 0.93,
'x': 0.5,
'xanchor': 'center',
'yanchor': 'top'},
titlefont={
'color': 'white',
'size': 20},
legend={
'orientation': 'h',
'bgcolor': '#1f2c56',
'xanchor': 'center', 'x': 0.5, 'y': -0.07},
font=dict(
family="sans-serif",
size=12,
color='white')
),
}
@app.callback(
Output('zdobyte_gole123','children'),
[Input('country_selection', component_property='value')]
)
def updateZdobyteGole(user_input):
dict_res = dash_2.analyze_team(user_input)
zdobyte_gole = dict_res.get("zdobyte_gole")
return zdobyte_gole
@app.callback(
Output('last_game_goals', 'children'),
[Input('country_selection', component_property='value')]
)
def updateZdobyteGole(user_input):
dict_res = dash_2.analyze_team(user_input)
zdobyte_gole = dict_res.get("last_game_goals")
return "Last game:" + str(zdobyte_gole)
@app.callback(
Output('stracone_bramki123', 'children'),
[Input('country_selection', component_property='value')]
)
def updateStraconeBramki(user_input):
dict_res = dash_2.analyze_team(user_input)
stracone = dict_res.get("stracone_gole")
return stracone
@app.callback(
Output('last_game_goals_stracone', 'children'),
[Input('country_selection', component_property='value')]
)
def updateStraconeBramkiOstatnie(user_input):
dict_res = dash_2.analyze_team(user_input)
stracone = dict_res.get("last_game_goals_stracone")
return "Last game:" + str(stracone)
@app.callback(
Output('games_played_123', 'children'),
[Input('country_selection', component_property='value')]
)
def updateGamesPlayed(user_input):
dict_res = dash_2.analyze_team(user_input)
mecze = dict_res.get("rozegrane_mecze")
return str(mecze)
@app.callback(
Output('mean_offense123', 'children'),
[Input('country_selection', component_property='value')]
)
def updateOffense(user_input):
dict_res = dash_2.analyze_team(user_input)
off = dict_res.get("mean_offense")
return "Mean offense score: " + str(off)
@app.callback(
Output('mean_defense123', 'children'),
[Input('country_selection', component_property='value')]
)
def updateDefense(user_input):
dict_res = dash_2.analyze_team(user_input)
defe = dict_res.get("mean_defense")
return "Mean defense score: " + str(defe)
@app.callback(
Output('mean_field123', 'children'),
[Input('country_selection', component_property='value')]
)
def updateMidfield(user_input):
dict_res = dash_2.analyze_team(user_input)
fieldmid = dict_res.get("mean_midfield")
return "Mean midfield score: " + str(fieldmid)
@app.callback(
Output('graph_score123', 'figure'),
[Input('country_selection', component_property='value')]
)
def updateGraphScore(user_input):
dict_res = dash_2.analyze_team(user_input)
score12 = dict_res.get("mean_offense")
labels = ['score', '-']
values = [score12, 100 - score12]
colors = ['green', 'white']
# Use `hole` to create a donut-like pie chart
fig = go.Figure(data=[go.Pie(labels=labels,
values=values,
hole=.7,
showlegend=False)])
fig.update_traces(marker=dict(colors=colors))
fig.update_traces(textinfo='none')
fig.add_annotation(text=str(score12),
font=dict(size=30, family='Verdana', color='white'),
showarrow=False)
return {
'data': [go.Pie(labels=labels,
values=values,
marker=dict(colors=colors),
textinfo='none',
textfont=dict(size=13),
showlegend=False,
hole=.7,
# insidetextorientation='radial',
)],
'layout': go.Layout(
# autosize=True,
width=330,
height=330,
plot_bgcolor='#1f2c56',
paper_bgcolor='#1f2c56',
hovermode='closest',
annotations=[{
'text':"<b>" +str(score12) +"</b>",
'x':0.5,
'y':0.5,
'showarrow':False,
'font':{'size':17, 'family':'Verdana', 'color':'white'}}
],
titlefont={
'color': 'white',
'size': 20},
legend={
'orientation': 'h',
'bgcolor': '#1f2c56',
'xanchor': 'center', 'x': 0.5, 'y': -0.07},
font=dict(
family="sans-serif",
size=12,
color='white')
),
}
@app.callback(
Output('graph_scoreDEF', 'figure'),
[Input('country_selection', component_property='value')]
)
def updateGraphScoreDEF(user_input):
dict_res = dash_2.analyze_team(user_input)
score12 = dict_res.get("mean_defense")
labels = ['score', '-']
values = [score12, 100 - score12]
colors = ['green', 'white']
# Use `hole` to create a donut-like pie chart
fig = go.Figure(data=[go.Pie(labels=labels,
values=values,
hole=.7,
showlegend=False)])
fig.update_traces(marker=dict(colors=colors))
fig.update_traces(textinfo='none')
fig.add_annotation(text=str(score12),
font=dict(size=30, family='Verdana', color='white'),
showarrow=False)
return {
'data': [go.Pie(labels=labels,
values=values,
marker=dict(colors=colors),
textinfo='none',
textfont=dict(size=13),
showlegend=False,
hole=.7,
# insidetextorientation='radial',
)],
'layout': go.Layout(
autosize=False,
width=330,
height=330,
plot_bgcolor='#1f2c56',
paper_bgcolor='#1f2c56',
hovermode='closest',
annotations=[{
'text': "<b>" + str(score12) + "</b>",
'x': 0.5,
'y': 0.5,
'showarrow': False,
'font': {'size': 17, 'family': 'Verdana', 'color': 'white'}}
],
titlefont={
'color': 'white',
'size': 20},
legend={
'orientation': 'h',
'bgcolor': '#1f2c56',
'xanchor': 'center', 'x': 0.5, 'y': -0.07},
font=dict(
family="sans-serif",
size=12,
color='white')
),
}
@app.callback(
Output('last_game_date123', 'children'),
[Input('country_selection', component_property='value')]
)
def update_date_last_game(user_input):
res_dict = dash_2.info_last_game(user_input)
return "Last game date: " + str(res_dict.get('date'))
@app.callback(
Output('siemano_kolano', 'children'),
[Input('country_selection', component_property='value')]
)
def update_napis(user_input):
return str(user_input)
@app.callback(
Output('map123', 'figure'),
[Input('country_selection', component_property='value')]
)
def update_graph(user_input):
res = dash_2.analyze_mean_offense_score()
kraje = res[0]
scores = res[1]
return {
'data': [go.Bar(x=kraje,
y=scores,
name='Daily confirmed',
marker=dict(
color='orange'),
hoverinfo='text'
),
],
'layout': go.Layout(
plot_bgcolor='#1f2c56',
paper_bgcolor='#1f2c56',
title={
'text': 'Mean Offense Score by Nation',
'y': 0.93,
'x': 0.5,
'xanchor': 'center',
'yanchor': 'top'},
titlefont={
'color': 'white',
'size': 20},
hovermode='x',
margin=dict(r=0),
xaxis=dict(title='<b>Nation</b>',
color='white',
showline=True,
showgrid=True,
showticklabels=True,
linecolor='white',
linewidth=2,
ticks='outside',
tickfont=dict(
family='Arial',
size=12,
color='white'
)
),
yaxis=dict(title='<b>Mean Offense Score</b>',
color='white',
showline=True,
showgrid=True,
range=[50,90],
showticklabels=True,
linecolor='white',
linewidth=2,
ticks='outside',
tickfont=dict(
family='Arial',
size=12,
color='white'
)
),
legend={
'orientation': 'h',
'bgcolor': '#1f2c56',
'xanchor': 'center', 'x': 0.5, 'y': -0.3},
font=dict(
family="sans-serif",
size=12,
color='white'),
)
}
# run the app
app.run_server(port=8052)
#maybe take the data from world championship soccer 2022 !!! ->
if __name__ == '__main__':
main()