from plotly.graph_objs import graph_objs as go

# For Running Plotly plot locally on your notebooks
from plotly.offline import init_notebook_mode, iplot
init_notebook_mode(connected=True)

# Created Scatter object for both data-series
trace0 = go.Scatter(
    x = df.index,
    y = df['aapl'],
    name="Apple"
)
trace1 = go.Scatter(
    x=df.index,
    y=df['ibm'],
    name="IBM"
)

# Defining Layout
layout = go.Layout(
    title=go.layout.Title(
        text='Stock Prive Variation over Time'
    ),
    xaxis=go.layout.XAxis(
        title=go.layout.xaxis.Title(
            text='Month'
        )
    ),
    yaxis=go.layout.YAxis(
        title=go.layout.yaxis.Title(
            text='Stock Prices'
        )
    )
)

trace = [trace0,trace1]

iplot(go.Figure(data=trace, layout=layout))