Pubs Geo 5.py

data = [
    go.Scattermapbox(
        lat=pubs['latitute'],
        lon=pubs['longitude'],
        mode='markers',
        marker=go.scattermapbox.Marker(
            size=1.5
        ),
        text=pubs['name'],
    )
]

layout = go.Layout(
    autosize=True,
    hovermode='closest',
    mapbox=go.layout.Mapbox(
        accesstoken=mapbox_access_token,
        bearing=0,
        center=go.layout.mapbox.Center(
            lat=53,
            lon=-1.5
        ),
        pitch=0,
        zoom=4
    ),
)

fig = go.Figure(data=data, layout=layout)
py.iplot(fig, filename='All UK Pubs 2')