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script.py
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# Import required libraries
import pandas as pd
import dash
import dash_html_components as html
import dash_core_components as dcc
from dash.dependencies import Input, Output
import plotly.express as px
spacex_df = pd.read_csv("spacex_launch_dash.csv")
max_payload = spacex_df['Payload Mass (kg)'].max()
min_payload = spacex_df['Payload Mass (kg)'].min()
app = dash.Dash(__name__)
app.layout = html.Div(children=[html.H1('SpaceX Launch Records Dashboard Cy4',
style={'textAlign': 'center', 'color': '#503D36',
'font-size': 40}),
# Task 1
dcc.Dropdown(
options=[{'label': 'All Sites', 'value': 'ALL'},
{'label': 'CCAFS LC-40', 'value': 'CCAFS LC-40'},
{'label': 'CCAFS SLC-40', 'value': 'CCAFS SLC-40'},
{'label': 'KSC LC-39A', 'value': 'KSC LC-39A'},
{'label': 'VAFB SLC-4E', 'value': 'VAFB SLC-4E'}],
value='ALL',
id='site-dropdown'),
html.Br(),
# Task 2
html.Div(dcc.Graph(id='success-pie-chart')),
html.Br(),
html.P("Payload range (kg):"),
# Task 3
dcc.RangeSlider(id='payload-slider',
min=0, max=10000, step=1000,
marks={0: '0',
10000: '10000'},
value=[min_payload, max_payload]),
# Task 4
html.Div(dcc.Graph(id='success-payload-scatter-chart')),
])
@app.callback(Output(component_id='success-pie-chart', component_property='figure'),
Input(component_id='site-dropdown', component_property='value'))
def get_pie_chart(entered_site):
filtered_df = spacex_df
if entered_site == 'ALL':
fig = px.pie(filtered_df, values='class',
names='Launch Site',
title='Total Success Launches By Site')
return fig
else:
filtered_df=spacex_df[spacex_df['Launch Site']==entered_site]
filtered_df['One'] = 1
fig = px.pie(filtered_df, values='One',
names='class',
title='Total Success Launches By Site for'+ entered_site)
return fig
@app.callback(Output(component_id='success-payload-scatter-chart', component_property='figure'),
[Input(component_id='site-dropdown', component_property='value'),
Input(component_id="payload-slider", component_property="value")])
def get_scatter_plot(entered_site,entered_payload):
filtered_df = spacex_df
if entered_site == 'ALL':
filtered_df = spacex_df[spacex_df[ 'Payload Mass (kg)']>= entered_payload[0]][spacex_df['Payload Mass (kg)']<=entered_payload[1]]
fig = px.scatter(filtered_df, x="Payload Mass (kg)", y="class", color="Booster Version Category")
return fig
else:
filtered_df = spacex_df[spacex_df[ 'Payload Mass (kg)']>= entered_payload[0]][spacex_df['Payload Mass (kg)']<=entered_payload[1]][spacex_df['Launch Site']==entered_site]
fig = px.scatter(filtered_df, x="Payload Mass (kg)", y="class", color="Booster Version Category")
return fig
if __name__ == '__main__':
app.run_server()