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app.py
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app.py
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import dash
from dash import dcc, html
from dash.dependencies import Input, Output
import dash_bootstrap_components as dbc
import plotly.express as px
import plotly.graph_objects as go
import pandas as pd
df = pd.read_csv("/home/cygnus/Documentos/khorda_data/spingo/dashboard/data/base_clean.csv")
df = df.fillna(0)
app = dash.Dash(__name__, external_stylesheets=[dbc.themes.BOOTSTRAP], meta_tags=[
{"name": "viewport", "content": "width=device-width, initial-scale=1.0, maximum-scale=3.0, minimum-scale=0.2"}])
app.css.append_css({'external_url': '/assets/styles.css'})
app.css.append_css({
'external_url': 'https://codepen.io/chriddyp/pen/bWLwgP.css'
})
card_contents = [
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/person.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_1', n_clicks=0
),"ID's"]),
dbc.CardBody(
[
html.H3("119", className="card-title text-center"),
html.H6("Número de ID's", className="card-text text-center")
]
),
],
[
dbc.CardHeader(
[
html.Button(
html.Img(src='/assets/person.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_2', n_clicks=0
),"Edad"]
),
dbc.CardBody(
[
html.H3("32.18", className="card-title text-center"),
html.H6("Promedio de edad", className="card-text text-center")
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/car-front.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_3', n_clicks=0
),"Marca"]),
dbc.CardBody(
[
html.H5("Chevrolet, Nissan, Volkswagen", className="card-title text-center"),
html.H5("Principales marcas de autos", className="card-text text-center"),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/car-front.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_4', n_clicks=0
),"Modelo"
]),
dbc.CardBody(
[
html.H3("2017, 2013, 2019", className="card-title text-center"),
html.H6(
"Principales modelos de autos",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/car-front.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_5', n_clicks=0
),"Tipo"]),
dbc.CardBody(
[
html.H5("Tipo", className="card-title text-center"),
html.H6(
"Principales tipos de autos",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/speedometer2.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_6', n_clicks=0
),"Kilometraje"]),
dbc.CardBody(
[
html.H3("102, 745 km", className="card-title text-center"),
html.H6(
"Promedio de Kilometraje",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/car-front.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_7', n_clicks=0
),"Transmisión"
]),
dbc.CardBody(
[
html.H5("71 manuales/ 48 automáticos", className="card-title text-center"),
html.H5(
"Transmisión",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/taxi-front.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_8', n_clicks=0
),"Plataforma"]),
dbc.CardBody(
[
html.H3("11.8%", className="card-title text-center"),
html.H6(
"En plataforma",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_9', n_clicks=0
),"Deducción Total Descuentos"]),
dbc.CardBody(
[
html.H3("$ 2,898.00", className="card-title text-center"),
html.H6(
"Promedio de deducciones",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_10', n_clicks=0
),"Ajuste Total"]),
dbc.CardBody(
[
html.H5("Ajuste Total", className="card-title text-center"),
html.P(
"Promedio de ajuste total",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_11', n_clicks=0
),"Deducción tenencias"]),
dbc.CardBody(
[
html.H3("$ 786.00", className="card-title text-center"),
html.P(
"Promedio deducción tenencias",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_12', n_clicks=0
),"Deducción kilometraje"]),
dbc.CardBody(
[
html.H3("$ 4.62", className="card-title text-center"),
html.P(
"Promedio deducción kilometraje",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_13', n_clicks=0
),"Deducción mecánica"]),
dbc.CardBody(
[
html.H3("$ 4000.00", className="card-title text-center"),
html.P(
"Solo tenemos un valor",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_14', n_clicks=0
),"Deducción suspensión"]),
dbc.CardBody(
[
html.H3("$ 0", className="card-title text-center"),
html.P(
"Tenemos valores ceros",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_15', n_clicks=0
),"Deducción vehículo"]),
dbc.CardBody(
[
html.H3("$ 8.47", className="card-title text-center"),
html.P(
"Promedio deducción tipo vehículo",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_16', n_clicks=0
),"Deducción neumáticos"]),
dbc.CardBody(
[
html.H3("$ 3,600", className="card-title text-center"),
html.P(
"Solo tenemos un valor",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_17', n_clicks=0
),"Deducción cristales"]),
dbc.CardBody(
[
html.H3("$95,276 $2,500", className="card-title text-center"),
html.P(
"Solo tenemos dos valores",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_18', n_clicks=0
),"Deducción propietario"]),
dbc.CardBody(
[
html.H3("$423.21", className="card-title text-center"),
html.P(
"Promedio deducción propietario",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_19', n_clicks=0
),"Deducción extemporanea"]),
dbc.CardBody(
[
html.H3("$ 2,075", className="card-title text-center"),
html.P(
"Tenemos 5 datos con este valor",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_19_1', n_clicks=0
),"Deducción infracciones"]),
dbc.CardBody(
[
html.H3("$ 551.38", className="card-title text-center"),
html.P(
"Promedio deducción infracciones",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_20', n_clicks=0
),"Monto solicitado cliente"]),
dbc.CardBody(
[
html.H3("$ 13,687", className="card-title text-center"),
html.P(
"Promedio monto solicitado",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_21', n_clicks=0
),"Precio guía autométrica"]),
dbc.CardBody(
[
html.H3("$ 209,457", className="card-title text-center"),
html.P(
"Promedio guía autométrica",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_22', n_clicks=0
),"Ajuste valor avalúo"]),
dbc.CardBody(
[
html.H3("$ 146,620", className="card-title text-center"),
html.P(
"Promedio valor avalúo",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_23', n_clicks=0
),"Ajuste tipo vehículo"]),
dbc.CardBody(
[
html.H3("$ 0.0", className="card-title text-center"),
html.P(
"Tenemos valores en ceros",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_24', n_clicks=0
),"Ajuste avalúo km"]),
dbc.CardBody(
[
html.H3("$ 7,768", className="card-title text-center"),
html.P(
"Promedio avalúo km",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_25', n_clicks=0
),"Avalúo tipo vehículo"]),
dbc.CardBody(
[
html.H3("$ 0.0", className="card-title text-center"),
html.P(
"Tenemos valores ceros",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_26', n_clicks=0
),"Ajuste multas"]),
dbc.CardBody(
[
html.H3("$ 1,424", className="card-title text-center"),
html.P(
"Promedio ajuste multas",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_27', n_clicks=0
),"Ajuste trámites"]),
dbc.CardBody(
[
html.H3("$ 423.21", className="card-title text-center"),
html.P(
"Promedio ajuste tramites",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_28', n_clicks=0
),"Avería estética mecánica"]),
dbc.CardBody(
[
html.H3("$ 1,050", className="card-title text-center"),
html.H6(
"Prom. Avería estética mecánica",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_29', n_clicks=0
),"Ajuste monto prestar"]),
dbc.CardBody(
[
html.H3("$ 127,034", className="card-title text-center"),
html.H6(
"Promedio ajuste monto prestar",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_30', n_clicks=0
),"Ajuste margen favor"]),
dbc.CardBody(
[
html.H3("$ 113,347", className="card-title text-center"),
html.H6(
"Promedio ajuste margen favor",
className="card-text text-center",
),
]
),
],
[
dbc.CardHeader([
html.Button(
html.Img(src='/assets/currency-dollar.svg', style={'margin-right': '8px', 'width': '20px', 'height': '20px'}),
className="btn btn-light", id='button_31', n_clicks=0
),"Ajuste avalúo ajustado"]),
dbc.CardBody(
[
html.H3("$ 129,932", className="card-title text-center"),
html.H6(
"Prom. ajuste avalúo ajustado",
className="card-text text-center",
),
]
),
],
]
app.layout = html.Div([
dbc.Navbar(
dbc.Container(
[
html.A(
dbc.Row(
[
dbc.Col(html.Img(src='/assets/logo.png', height='30px')),
],
align='center'
),
href='/',
),
],
fluid=True,
),
color='#3340e3',
dark=True,
),
dcc.Tabs([
dcc.Tab(
label='Análisis General',
style={'backgroundColor': 'rgba(58,214,155,1)', 'color': 'white'},
children=[
html.Br(),
html.Div(
className='row', # Clase Flexbox para contenedor flexible
children=[
dbc.Row(
[
dbc.Col(dbc.Card(card_contents[0], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[1], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[2], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[3], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[4], color="primary", outline=True), style={'margin': '10px'}),
],
className="mb-4",
),
dbc.Row(
[
dbc.Col(dbc.Card(card_contents[5], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[6], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[7], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[8], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[9], color="danger", outline=True), style={'margin': '10px'}),
],
className="mb-4",
),
]
),
html.Div(
className='d-flex flex-row',
style={'padding': '20px'},
children=[
dcc.Graph(id='graph1',
style={'width': '100%', 'height': '100%'}),
]
),
]
),
dcc.Tab(
label='Análisis Descuentos',
style={'backgroundColor': 'rgba(58,214,155,1)', 'color': 'white'},
children=[
html.Br(),
html.Div(
className='row',
children=[
dbc.Row(
[
dbc.Col(dbc.Card(card_contents[10], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[11], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[12], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[13], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[14], color="primary", outline=True), style={'margin': '10px'}),
],
className="mb-4",
),
dbc.Row(
[
dbc.Col(dbc.Card(card_contents[15], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[16], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[17], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[18], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[19], color="primary", outline=True), style={'margin': '10px'}),
],
className="mb-4",
),
]),
html.Div(
className='d-flex flex-row',
style={'padding': '20px'},
children=[
dcc.Graph(id='graph2',
style={'width': '100%', 'height': '100%'}),
]
),
]
),
dcc.Tab(
label='Análisis Ajuste',
style={'backgroundColor': 'rgba(58,214,155,1)', 'color': 'white'},
children=[
html.Br(),
html.Div(
className='row',
children=[
dbc.Row(
[
dbc.Col(dbc.Card(card_contents[20], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[21], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[22], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[23], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[24], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[25], color="primary", outline=True), style={'margin': '10px'}),
],
className="mb-4",
),
dbc.Row(
[
dbc.Col(dbc.Card(card_contents[26], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[27], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[28], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[29], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[30], color="primary", outline=True), style={'margin': '10px'}),
dbc.Col(dbc.Card(card_contents[31], color="primary", outline=True), style={'margin': '10px'}),
],
className="mb-4",
),
]),
html.Div(
className='d-flex flex-row',
style={'padding': '20px'},
children=[
dcc.Graph(id='graph3',
style={'width': '100%', 'height': '100%'}),
]
),
]
),
]),
])
@app.callback(
Output('graph1', 'figure'),
[Input('button_1', 'n_clicks'),
Input('button_2', 'n_clicks'),
Input('button_3', 'n_clicks'),
Input('button_4', 'n_clicks'),
Input('button_5', 'n_clicks'),
Input('button_6', 'n_clicks'),
Input('button_7', 'n_clicks'),
Input('button_8', 'n_clicks'),
Input('button_9', 'n_clicks')]
)
def update_graph(button1_clicks, button2_clicks, button3_clicks, button4_clicks, button5_clicks, button6_clicks, button7_clicks, button8_clicks, button9_clicks):
ctx = dash.callback_context
clicked_button_id = ctx.triggered_id.split('.')[0] if ctx.triggered_id else None
figure = {}
# Crear el gráfico correspondiente
if clicked_button_id == 'button_1':
pass
elif clicked_button_id == 'button_2':
figure = px.histogram(
df,
x='user_edad',
nbins=30,
marginal='rug',
labels={'user_edad': 'Edad', 'count': 'Frecuencia'},
template='plotly_white',
color_discrete_sequence=['#3340e3']
)
# Personalizar la apariencia del gráfico
figure.update_traces(marker_line_color='magenta', marker_line_width=1.5)
figure.update_xaxes(tickvals=list(range(0, 101, 5))) # Ajustar las marcas del eje x
figure.update_xaxes(tickfont=dict(size=16))
figure.update_yaxes(tickfont=dict(size=16))
# Ajustar el diseño general del gráfico
figure.update_layout(
title_font_size=16,
xaxis_title_font_size=20,
yaxis_title_font_size=20,
margin=dict(l=0, r=0, b=0, t=30), # Ajustar los márgenes
paper_bgcolor='white', # Cambiar el color de fondo a blanco
)
# Añadir leyenda y ajustar su posición
figure.update_layout(
legend=dict(itemsizing='constant'),
showlegend=True
)
elif clicked_button_id == 'button_3':
counts = df['car_marca'].value_counts()
top_10_counts = counts.head(10).sort_values(ascending=True)
# Crear la gráfica de barras horizontales
figure = px.bar(
x=top_10_counts.values,
y=top_10_counts.index,
orientation='h',
labels={'x': 'Número de Modelos', 'y': ''},
template='plotly_white',
color_discrete_sequence=['#3340e3'],
)
figure.update_xaxes(tickfont=dict(size=16))
figure.update_yaxes(tickfont=dict(size=20))
figure.update_traces(text=top_10_counts.values, textposition='outside')
figure.update_layout(
title_font_size=20,
xaxis_title_font_size=18,
yaxis_title_font_size=18,
margin=dict(l=0, r=0, b=0, t=60), # Ajustar los márgenes
)
elif clicked_button_id == 'button_4':
conteo_autos_por_ano = df['car_modelo'].value_counts().reset_index()
figure = px.bar(conteo_autos_por_ano, x='car_modelo', y=conteo_autos_por_ano.index,
labels={'car_modelo': '', 'count': ''},
template='plotly_white', # Cambiar el estilo del fondo
color_discrete_sequence=['#3340e3'], # Cambiar el color de las barras
)
# Personalizar los ejes y las marcas
figure.update_xaxes(
tickmode='linear', # Ajustar las marcas de los ejes
tick0=2010, # Punto de inicio de las marcas
dtick=1, # Espaciado entre marcas
tickangle=45, # Ángulo de las marcas
tickfont=dict(size=20), # Tamaño de la fuente de las marcas
)
figure.update_traces(textposition='outside')
figure.update_yaxes(tickfont=dict(size=16))
figure.update_layout(
xaxis_title_font_size=20,
yaxis_title_font_size=18,
margin=dict(l=0, r=0, b=0, t=60), # Ajustar los márgenes
)
elif clicked_button_id == 'button_5':
counts = df['car_tipo'].value_counts()
top_10_counts = counts.head(10).sort_values(ascending=True)
# Crear la gráfica de barras horizontales
figure = px.bar(
x=top_10_counts.values,
y=top_10_counts.index,
orientation='h',
labels={'x': 'Total', 'y': ''},
template='plotly_white',
color_discrete_sequence=['#3340e3'],
)
figure.update_xaxes(tickfont=dict(size=16))
figure.update_yaxes(tickfont=dict(size=20))
figure.update_traces(text=top_10_counts.values, textposition='outside')
figure.update_layout(
title_font_size=20,
xaxis_title_font_size=20,
yaxis_title_font_size=18,
margin=dict(l=0, r=0, b=0, t=60), # Ajustar los márgenes
)
elif clicked_button_id == 'button_6':
figure = px.histogram(df, x="car_kilometraje",
marginal="box", # or violin, rug
hover_data=df.columns,
template='plotly_white',
color_discrete_sequence=['#3340e3'])
figure.update_layout(
title_font_size=22,
xaxis_title_font_size=18,
yaxis_title_font_size=20,
legend_title_font_size=16,
margin=dict(l=0, r=0, b=50, t=60), # Ajustar los márgenes
)
# Aumentar el tamaño de la fuente de los ticks
figure.update_xaxes(tickfont=dict(size=20))
figure.update_yaxes(tickfont=dict(size=14))
elif clicked_button_id == 'button_7':
transmision_counts = df['car_transmision'].value_counts().reset_index()
transmision_counts.columns = ['Transmisión', 'Count']
# Crear la gráfica de dona con mejor diseño
figure = px.pie(transmision_counts, names='Transmisión', values='Count',
hole=0.6, # Configurar el tamaño del agujero para convertirlo en dona
color_discrete_sequence=['#3498db', '#3340e3'], # Cambiar los colores
labels={'Count': 'Cantidad'},
)
figure.update_layout(
margin=dict(l=0, r=0, t=40, b=0), # Ajustar los márgenes
showlegend=True, # Mostrar la leyenda
legend=dict(x=0.45, y=0, orientation='h'), # Posicionar la leyenda en el centro inferior
annotations=[
dict(
x=0.5,
y=0.5,
text='Transmisión',
showarrow=False,
font=dict(size=20),
xref='paper',
yref='paper'
)
]
)
elif clicked_button_id == 'button_8':
plataforma_counts = df['car_plataforma'].value_counts().reset_index()
plataforma_counts.columns = ['Plataforma', 'Count']
# Crear la gráfica de dona con mejor diseño
figure = px.pie(plataforma_counts, names='Plataforma', values='Count',
hole=0.6, # Configurar el tamaño del agujero para convertirlo en dona
color_discrete_sequence=['#3498db', '#3340e3'], # Cambiar los colores
labels={'Count': 'Cantidad'},
)
figure.update_layout(
margin=dict(l=0, r=0, t=40, b=0), # Ajustar los márgenes
showlegend=True, # Mostrar la leyenda
legend=dict(x=0.48, y=0, orientation='h'), # Posicionar la leyenda en el centro inferior
annotations=[
dict(
x=0.5,
y=0.5,
text='En plataforma',
showarrow=False,
font=dict(size=20),
xref='paper',
yref='paper'
)
]
)
elif clicked_button_id == 'button_9':
figure = px.histogram(df, x="deduccion_totalDescuentos",
marginal="box", # or violin, rug
hover_data=df.columns,
template='plotly_white',
color_discrete_sequence=['#3340e3'])
figure.update_layout(
xaxis_title='Deducción Total de Descuentos',
yaxis_title='Frecuencia',
showlegend=False,
font=dict(size=12),
)
else:
pass
return figure
@app.callback(
Output('graph2', 'figure'),
[Input('button_11', 'n_clicks'),
Input('button_12', 'n_clicks'),
Input('button_13', 'n_clicks'),
Input('button_14', 'n_clicks'),
Input('button_15', 'n_clicks'),
Input('button_16', 'n_clicks'),
Input('button_17', 'n_clicks'),
Input('button_18', 'n_clicks'),
Input('button_19', 'n_clicks'),
Input('button_19_1', 'n_clicks'),],
)
def update_graph(button11_clicks, button12_clicks, button13_clicks, button14_clicks, button15_clicks, button16_clicks, button17_clicks, button18_clicks, button19_clicks, button19_1_clicks):
ctx = dash.callback_context
clicked_button_id = ctx.triggered_id.split('.')[0] if ctx.triggered_id else None
figure = {}
# Crear el gráfico correspondiente
if clicked_button_id == 'button_11':
figure = px.histogram(
df,
x='deduccion_tenencias',
nbins=30,
marginal='rug',
labels={'deduccion_tenencias': 'Deducción Tenencia', 'count': 'Frecuencia'},
template='plotly_white',
color_discrete_sequence=['#3340e3']
)
# Personalizar la apariencia del gráfico
figure.update_traces(marker_line_color='magenta', marker_line_width=2)
figure.update_xaxes(tickfont=dict(size=16))
figure.update_yaxes(tickfont=dict(size=16))
# Ajustar el diseño general del gráfico
figure.update_layout(
title_font_size=16,
xaxis_title_font_size=20,
yaxis_title_font_size=20,
margin=dict(l=0, r=0, b=0, t=30), # Ajustar los márgenes
)
# Añadir leyenda y ajustar su posición
figure.update_layout(
legend=dict(itemsizing='constant'),
showlegend=True
)
if clicked_button_id == 'button_12':
figure = px.histogram(
df,
x='deduccion_deduccion_kilometraje',
nbins=30,
marginal='rug',
labels={'deduccion_deduccion_kilometraje': 'Deducción kilometraje', 'count': 'Frecuencia'},
template='plotly_white',
color_discrete_sequence=['#3340e3']
)
# Personalizar la apariencia del gráfico
figure.update_traces(marker_line_color='magenta', marker_line_width=2)
figure.update_xaxes(tickfont=dict(size=16))
figure.update_yaxes(tickfont=dict(size=16))
# Ajustar el diseño general del gráfico
figure.update_layout(
title_font_size=16,
xaxis_title_font_size=20,
yaxis_title_font_size=20,
margin=dict(l=0, r=0, b=0, t=30), # Ajustar los márgenes
)
# Añadir leyenda y ajustar su posición
figure.update_layout(
legend=dict(itemsizing='constant'),
showlegend=True
)
if clicked_button_id == 'button_13':
figure = px.histogram(
df,
x='deduccion_mecanica',
nbins=30,
marginal='rug',
labels={'deduccion_mecanica': 'Deducción mecánica', 'count': 'Frecuencia'},
template='plotly_white',
color_discrete_sequence=['#3340e3']
)
# Personalizar la apariencia del gráfico
figure.update_traces(marker_line_color='magenta', marker_line_width=2)
figure.update_xaxes(tickfont=dict(size=16))
figure.update_yaxes(tickfont=dict(size=16))
# Ajustar el diseño general del gráfico