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app.py
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#########################################################################################
#########################################################################################
################################### PAINEL COVID GYN ####################################
#########################################################################################
#########################################################################################
# painel-covid-goiania.herokuapp.com
# github.com/wendelmarques/painel-covid-goiania
####################################### Objetivo #########################################
# Criar vizualizações com os dados sobre os casos confirmados da COVID-19 em Goiânia.
# Os dados utilizados para geração do mapa e dos gráficos, foram retirados dos Informes Epidemiológicos
# publicados (em PDFs) pela Prefeitura de Goiânia, por meio de uma técnica chamada Data Scraping
# (algoritmos que realizam a tarefa de extração). São divulgadas apenas informações sobre alguns
# bairros - os que possuem mais casos confirmados acumulados, por isso, foram extraídos dados de 114
# bairros. Para mais informações, acesse: saude.goiania.go.gov.br
# https://www.github.com/WendelMarques
# https://www.linkedin.com/in/wendelmarques/
#######################################Fontes/ créditos#######################################
# Plotly - Repositório
# How to create outstanding animated scatter maps with Plotly and Dash (Medium) - Lamothe Thibaud
# Deploying Dash or Flask web application on Heroku. Easy CI/CD (Medium) - Lamothe Thibaud
# Official Release of bar_chart_race (Medium) - Ted Petrou dexplo.org/bar_chart_race
# Gráfico de Corrida de Barras | Dica Pandas #7 - Programação Dinâmica (YouTube)
# Como utilizar a Google Geocoding API para obter endereços
# Python Client for Google Maps Services
# Como fazer um Web Scraping com Python
# Official Release of bar_chart_race
# Corrida de CASOS de COVID no Brasil | Gráfico de Corrida de Barras (Bar Chart Race) | Dica Pandas #7
# ACESSANDO RECURSOS NA WEB COM PYTHON
# Como usar o R para escolher um lugar para morar (3) - Converter CEP em coordenadas geográficas
#30 08 2020
############################################################################################
########################################## IMPORTS #########################################
############################################################################################
# Classic libraries
import os
import numpy as np
import pandas as pd
# Logging information
import logging
import logzero
from logzero import logger
# Dash imports
import dash
import dash_core_components as dcc
import dash_html_components as html
# Custom function
import scripts.utils_covid as f
############################################################################################
############################## PARAMETERS and PRE-COMPUTATION ##############################
############################################################################################
# Load pre computed data
world = f.load_pickle('world_info.p')
# world = save
# Deployment inforamtion
PORT = 8050
############################################################################################
########################################## APP #############################################
############################################################################################
external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
# Creating app
app = dash.Dash(
__name__, meta_tags=[{"name": "viewport", "content": "width=device-width initial-scale=1"}]
)
# Associating server
server = app.server
app.title = 'Painel COVID GYN - Informações sobre a evolução dos casos confirmados em Goiânia'
app.config.suppress_callback_exceptions = True
############################################################################################
######################################### LAYOUT ###########################################
############################################################################################
########################################################################
############################## alterar_manuamente ######################
total_confirmados_com_outros_bairros = "63.365"
obitos_confirmados = "1.585"
total_ativos = "648"
# https://saude.goiania.go.gov.br/goiania-contra-o-coronavirus/
############################## alterar_manuamente ######################
########################################################################
fontes_footer1 = html.Div(
id='fontes_footer',
children=[
html.A(
href='https://www.goiania.go.gov.br/',
children=[
html.Img(src=app.get_asset_url('prefeitura.png'), width=90, height=67),
]
),
html.A(
href='https://cep.guiamais.com.br/',
children=[
html.Img(src=app.get_asset_url('guiamais.png'), width=90, height= 31,),
],
),
html.A(
href='https://pt.wikipedia.org/wiki/Lista_de_bairros_de_Goi%C3%A2nia',
children=[
html.Img(src=app.get_asset_url('wiki.png'), width=70, height=66,),
],
),
],
)
fontes_footer2 = html.Div(
id='fontes_footer2',
children=[
html.A(
href='https://covidgoias.ufg.br/',
children=[
html.Img(src=app.get_asset_url('ufg.png'), width=150, height=45,),
],
),
html.A(
href='https://brasil.io/dataset/covid19/caso/?search=&date=&state=&city=&place_type=&is_last=&city_ibge_code=5208707&order_for_place=',
children=[
html.Img(src=app.get_asset_url('brasil-io.jpg')),
],
),
html.A(
href='https://developers.google.com/maps/documentation/geocoding',
children=[
html.Img(src=app.get_asset_url('maps.png'), width=55, height=49),
]
),
html.A(
href='#',
children=[
html.Img(src=app.get_asset_url('estado.png'), width=300, height=103),
]
),
],
)
links_header = html.Div(
id='platforms_links',
children=[
html.A(
href='https://github.com/wendelmarques/painel-covid-goiania',
children=[
html.Img(src=app.get_asset_url('github.png'), width=20, height=20),
html.Span("Código/Notebook")
]
),
html.A(
href='https://www.linkedin.com/in/wendelmarques/',
children=[
html.Img(src=app.get_asset_url('linkedin.svg'), width=20, height=20),
html.Span("Desenvolvedor")
],
),
html.A(
href='https://towardsdatascience.com/how-to-create-animated-scatter-maps-with-plotly-and-dash-f10bb82d357a',
children=[
html.Img(src=app.get_asset_url('medium.png'), width=20, height=20),
html.Span("How to create the map"),
]
),
],
)
links_creditos = html.Div(
id='platforms_links2',
children=[
html.A(
href='https://towardsdatascience.com/how-to-create-animated-scatter-maps-with-plotly-and-dash-f10bb82d357a',
children=[
html.Img(src=app.get_asset_url('medium.png'), width=20, height=20),
html.Span("How to create outstanding animated scatter maps - Lamothe Thibaud")
]
),
],
)
brs = html.Div([
html.Br(),
html.Br(),
html.Br(),
html.Br(),
])
app.layout = html.Div(
[
html.Div(
[
html.Div(
[
html.Div(
[
html.H2(
"PAINEL",
style={"margin-bottom": "3px"},
),
html.H1(
"COVID GYN",
style={"margin-bottom": "3px"},
),
html.H4(
"Informações sobre os casos confirmados e óbitos em Goiânia",
style={"margin-top": "10px"}
),
],
),
],
),
],
id="header",
className="row flex-display",
style={"margin-bottom": "25px"},
),
html.Div(
[
html.H4("Aviso"),
html.H5(
"Os dados utilizados para geração do mapa e dos gráficos 'casos acumulados por região' e 'casos acumulados por bairro' foram extraídos dos Informes Epidemiológicos publicados (em PDFs) pela Prefeitura de Goiânia, por meio de uma técnica chamada Data Scraping (algoritmos que realizam a tarefa de extração). ",
style={"margin-top": "10px"}
),
html.Br(),
html.H5(
"Obtenha informações oficiais em:",
style={"margin-top": "10px"}
),
html.Div(
[
html.A(
html.Button("saude.go.gov.br", id="learn-more-button_estado"),
href="https://www.saude.go.gov.br/",
)
],
id="button_estado",
),
html.Div(
[
html.A(
html.Button("saude.goiania.go.gov.br", id="learn-more-button_cidade"),
href="https://saude.goiania.go.gov.br/goiania-contra-o-coronavirus/informe-epidemiologico-covid-19/",
)
],
id="button_cidade",
),
links_header,
],
),
brs,
html.Div(
[
html.Div(
[
html.Div(
[
html.Div(
[
html.Div(
[
'Casos confirmados', html.Br(), total_confirmados_com_outros_bairros
],
className="mini_container_confirmados one columns",
),
html.Div(
[
'Óbitos confirmados', html.Br(), obitos_confirmados
],
className="mini_container_obitos one columns",
),
html.Div(
[
'Casos ativos', html.Br(), total_ativos
],
className="mini_container_ativos one columns",
),
html.Div(
[
'Última atualização', html.Br(), '16-10-2020',
],
className="mini_container_branco one columns",
),
],
id="blocks-column",
),
],
className="row flex-display",
),
],
id="right-column",
# className="nine columns",
),
],
className="row flex-display",
),
brs,
html.Div(
[
html.P(
[
html.H2("Evolução dos casos acumulados por dia e por bairro"),
html.H5("(117 bairros)"),
html.H6("Fonte: Prefeitura de Goiânia"),
],
className="control_label",
),
dcc.Graph(id='mapa-goiania', figure=world['figure'], config={'scrollZoom': True}),
],
className="pretty_container",
),
brs,
html.Div(
[
html.P(
[
html.H2("Casos ativos por data de notificação e média móvel"),
html.H6("Fonte: Secretaria Estadual de Saúde de Goiás"),
],
className="control_label",
),
dcc.Graph(id='grafico_casos_ativos_por_dia', figure=world['grafico_casos_ativos']),
],
className="pretty_container",
style={"display": "flex", "flex-direction": "column", "justify-content": "center"},
),
brs,
html.Div(
[
html.P(
[
html.H2("Casos confirmados por data de notificação e média móvel"),
html.H6("Fonte: Secretaria Estadual de Saúde de Goiás"),
],
className="control_label",
),
dcc.Graph(id='grafico_casos_por_dia', figure=world['grafico_casos_por_dia']),
],
className="pretty_container",
style={"display": "flex", "flex-direction": "column", "justify-content": "center"},
),
brs,
html.Div(
[
html.P(
[
html.H2("Óbitos por data de notificação e média móvel"),
html.H6("Fonte: Secretaria Estadual de Saúde de Goiás"),
],
className="control_label",
),
dcc.Graph(id='grafico_obitos_por_dia', figure=world['grafico_obitos_dia']),
],
className="pretty_container",
style={"display": "flex", "flex-direction": "column", "justify-content": "center"},
),
brs,
html.Div(
[
html.P(
[
html.H2("Evolução dos casos acumulados por bairro"), html.H6("(alguns bairros)"),
html.H6("Fonte: Prefeitura de Goiânia"),
],
className="control_label",
),
html.Video(src=app.get_asset_url('bar_race_bairro.mp4'), controls=True, autoPlay=True, height = 300),
],
className="pretty_container",
style={"display": "flex", "flex-direction": "column", "justify-content": "center"},
),
brs,
html.Div(
[
html.P(
[
html.H2("Evolução dos casos acumulados por região"),
html.H6("Fonte: Prefeitura de Goiânia"),
],
className="control_label",
),
html.Video(src=app.get_asset_url('bar_race_regiao.mp4'), controls=True, autoPlay=True, height = 343),
],className="pretty_container",
style={"display": "flex", "flex-direction": "column", "justify-content": "center"},
),
brs,
html.Div(
[
html.Div(
[
html.H2("Dados"),
html.H5("Secretaria Estadual de Saúde de Goiás"),
html.H5("Prefeitura de Goiânia - Informe Epidemiológico - COVID-19"),
# html.Img(src=app.get_asset_url('wordcloud.png')),
],
# className="pretty_container",
),
],
className="row flex-display",
),
brs,
html.Div(
[
html.Div(
[
html.H2("Bairros"),
html.H5("(ordem alfabética)"),
html.H6(world['lista_bairros']),
# html.Img(src=app.get_asset_url('wordcloud.png')),
],
# className="pretty_container",
),
],
className="row flex-display",
),
brs,
html.Div(
[
html.Div(
[
html.H2("Fontes")
],
style={"margin-bottom": "3px"},
),
fontes_footer1,
],
className="row flex-display",
),
html.Div(
[
fontes_footer2,
],
className="row flex-display",
),
brs,
html.Div(
[
html.Div(
[
html.H2("Créditos")
],
style={"margin-bottom": "3px"},
),
html.A(
href='https://towardsdatascience.com/how-to-create-animated-scatter-maps-with-plotly-and-dash-f10bb82d357a',
children=[
html.H5("How to create outstanding animated scatter maps with Plotly and Dash (Medium) - Lamothe Thibaud", className='head__text'),
]
),
html.A(
href='https://towardsdatascience.com/deploying-dash-or-flask-web-application-on-heroku-easy-ci-cd-4111da3170b8',
children=[
html.H5("Deploying Dash or Flask web application on Heroku. Easy CI/CD (Medium) - Lamothe Thibaud", className='head__text'),
],
),
html.A(
href='https://medium.com/dunder-data/bar-chart-race-python-package-official-release-78a420e182a2',
children=[
html.H5("Official Release of bar_chart_race (Medium) - Ted Petrou", className='head__text'),
html.H5("dexplo.org/bar_chart_race", className='head__text')
],
),
html.A(
href='https://www.youtube.com/watch?v=rIwxjCnvdcY',
children=[
html.H5("Gráfico de Corrida de Barras | Dica Pandas #7 - Programação Dinâmica (YouTube)", className='head__text'),
],
),
html.A(
href='https://github.com/plotly/dash-sample-apps/tree/master/apps',
children=[
html.H5("Plotly - Repositório", className='head__text'),
],
),
]
),
brs,
html.Div([
html.Div(
[
html.H2("Quem contribuiu"),
],style={"margin-bottom": "3px"},
),
html.A(
href='https://linkedin.com/in/gabimenezesdev',
children=[
html.H5("Gabi Menezes", className='head__text'),
]
),
],
),
brs,
html.Div(
[
html.Div(
[
html.H5("Criado com muito cuidado por Wendel Marques"),
html.H6("github.com/wendelmarques/painel-covid-goiania"),
html.H6("linkedin.com/in/wendelmarques"),
html.H6("stay safe | ✊🏿"),
],style={"margin-bottom": "3px"},
),
],
),
html.Br(),
html.Br(),
],
id="mainContainer",
style={"display": "flex", "flex-direction": "column", "justify-content": "center"},
)
############################################################################################
######################################### RUNNING ##########################################
############################################################################################
if __name__ == "__main__":
# Display app start
logger.error('*' * 80)
logger.error('Inicialização do aplicativo')
logger.error('*' * 80)
# Starting flask server
app.run_server(debug=True, port=PORT)