plotly-2d-scatter.py

# jupyter notebook --NotebookApp.iopub_data_rate_limit=1.0e10

import plotly.graph_objs as go

import plotly.graph_objs as go
import plotly.offline as offline
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot

offline.init_notebook_mode()


def plotly_2d_scatter(x_data, y_data, labels = None, xlabel = "x", ylabel = "y"):
    trace = go.Scattergl(
        x = x_data,
        y = y_data,
        text = labels,
        mode = 'markers',
        marker = dict(
            color = '#FFBAD2',
            line = dict(width = 1)
        )
    )
    data = [trace]
    layout = go.Layout(
                        scene = dict(
                        xaxis = dict(
                            title=xlabel),
                        yaxis = dict(
                            title=ylabel),),
                        width=700,
                        margin=dict(
            l=-50,
            r=0,
            b=0,
            t=0)
    )

    fig = go.Figure(data=data, layout=layout)
    
    return fig

import numpy as np
N = 100000

sample_fig = plotly_2d_scatter(x_data = np.random.randn(N), y_data = np.random.randn(N), 
                            labels = None, xlabel = "x-axis", ylabel = "y-axis")
iplot(sample_fig, filename='temp')