# AlgorithmResearch.github.io
import numpy as np
import plotly.express as px
import plotly.graph_objects as go
from jupyter_dash import JupyterDash
import dash_core_components as dcc
import dash_html_components as html
from dash.dependencies import Input, Output
import dash.dependencies
import pandas as pd
import plotly.graph_objects as go
pd.options.plotting.backend = "plotly"
external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
app = JupyterDash(__name__, external_stylesheets=external_stylesheets)
data = pd.read_csv("C:/Users/ketak/Documents/Projects/E-A-R/algorithm_research_data.csv")
app = dash.Dash(__name__)
fig1 = px.scatter(data, x=data["Month"], y=data["Existing (DLD)"], color="Existing (DLD)")
fig1.update_layout(title_text='Existing (DLD)', title_x=0.5)
fig1.update_traces(marker=dict(size=22,
                              line=dict(width=2)))
fig1.update_layout(
    yaxis_title="DLD in Billion (AED)",
    font=dict(
        size=16,
    )

)
fig1.update_layout(barmode='group', xaxis_tickangle=-90)
df_temp_rev = data[["Month", "RevPar (Abu Dhabi)","RevPar (Dubai)"]]
df_temp_rev
df_temp_rev = df_temp_rev.drop(df_temp_rev.index[[0,1,2,3,4,5,6,7,8,9,10,11]])
df_temp_rev
fig8.add_trace(go.Scatter(
    x=df_temp_rev["Month"],
    y=df_temp_rev["RevPar (Abu Dhabi)"],
    name='RevPAR (Abu Dhabi)',
    mode='markers',
    marker_color='tomato',
    
))
fig8.add_trace(go.Scatter(
    x=df_temp_rev["Month"],
    y=df_temp_rev["RevPar (Dubai)"],
    mode='markers',
    name='RevPAR (Dubai)',
    marker_color='slateblue'
))

fig8.update_layout(
    title={
        'text': "RevPAR",
        'y':0.9,
        'x':0.5,
        'xanchor': 'center',
        'yanchor': 'top'}, 
    xaxis_title="Month",
    yaxis_title="RevPAR in Million (AED)",
    legend_title="City",
    font=dict(
        size=16,
    )
)
fig8.update_layout(barmode='group', xaxis_tickangle=-90)
fig8.update_traces(marker=dict(size=22,
                              line=dict(width=2,)))

fig8.show()
fig10 = go.Figure()
fig10.add_trace(go.Line(
    x=data["Month"],
    y=data["AT (Abu Dhabi)"],
    name='Airport Traffic (Abu Dhabi)',
    marker_color='darkviolet'
))
fig10.add_trace(go.Line(
    x=data["Month"],
    y=data["AT ( Dubai)"],
    name='Airport Traffic (Dubai)',
    marker_color='deeppink'
))
fig10.update_layout(
    title={
        'text': "Airport Traffic",
        'y':0.9,
        'x':0.5,
        'xanchor': 'center',
        'yanchor': 'top'},
    xaxis_title="Month",
    yaxis_title= "Airport Traffic in Million (AED)",
    legend_title="City",
        font=dict(
        size=16,
    )

)

fig10.update_layout(barmode='group', xaxis_tickangle=-90)
fig10.show()
C:\Users\ketak\anaconda3\lib\site-packages\plotly\graph_objs\_deprecations.py:378: DeprecationWarning:

plotly.graph_objs.Line is deprecated.
Please replace it with one of the following more specific types
  - plotly.graph_objs.scatter.Line
  - plotly.graph_objs.layout.shape.Line
  - etc.


fig12 = go.Figure()
fig12.add_trace(go.Line(
    x=data["Month"],
    y=data[" PMI"],
    name='PMI',
    marker_color='darkviolet'
))
fig12.add_trace(go.Scatter(
    x=data["Month"],
    y=data["PMI-std"],
    marker_color='grey',
    mode='markers',  
    name = 'Base line'

))
fig12.update_layout(
    title={
        'text': "PMI",
        'y':0.9,
        'x':0.5,
        'xanchor': 'center',
        'yanchor': 'top'},
    xaxis_title="Month",
    yaxis_title= "PMI",
    font=dict(
        size=16,
    )

)

fig12.update_layout(barmode='group', xaxis_tickangle=-90)
fig12.show()
colors = {
    'background': '#111111',
    'text': 'Maroon'
}
app.layout = html.Div(
    children=[
        html.H1(children="E-A-R To The Ground",),
        dcc.Graph(
            figure= fig12           
        ),
         dcc.Graph(
            figure= fig1,
            

        ),
        dcc.Graph(
            figure= fig8

        ),
        dcc.Graph(
            figure= fig10

        ),        
    ],
    style={
            'textAlign': 'center',
            'font-size' : '40px' ,
            'color': colors['text']
        }

)                
fig12.write_html("C:/Users/ketak/Documents/Projects/E-A-R.html")
fig1.write_html("C:/Users/ketak/Documents/Projects/E-A-R.html")
fig8.write_html("C:/Users/ketak/Documents/Projects/E-A-R.html")
fig10.write_html("C:/Users/ketak/Documents/Projects/E-A-R.html")
app.run_server()