Plotly Boxplot, Violin and Scatter Plot Simple Examples

plots.py

import plotly.offline as py
import plotly.graph_objs as go
import pandas as pd
import numpy as np
pd.set_option('display.max_columns', 200)
pd.set_option('display.max_rows', 500)
py.init_notebook_mode(connected=True)

#Produce two random data to plot
y0 = np.random.randn(50)-1
y1 = np.random.randn(50)+1

#Boxplot
trace0 = go.Box(
    y=y0,
    name="Data Series 1",
    boxpoints='all',
    jitter=0.3,
    pointpos=-1.8
)
trace1 = go.Box(
    y=y1,
    name="Data Series 2",
    boxpoints='all',
    jitter=0.3,
    pointpos=-1.8
)
data = [trace0, trace1]
layout = go.Layout(title="Sample Boxplot")
fig = go.Figure(data=data, layout=layout)
# py.iplot(fig) #Plot data on the notebook
print(py.plot(fig, output_type='div', include_plotlyjs=False)) #Print the div on the system output

#Violin
fig = {
    "data": [{
        "type": 'violin',
        "y": y0,
        "box": {
            "visible": True
        },
        "line": {
            "color": 'black'
        },
        "meanline": {
            "visible": True
        },
        "fillcolor": '#8dd3c7',
        "opacity": 0.6,
        "x0": 'Data Series 1'
    },
    {
        "type": 'violin',
        "y": y1,
        "box": {
            "visible": True
        },
        "line": {
            "color": 'black'
        },
        "meanline": {
            "visible": True
        },
        "fillcolor": '#8dd3c7',
        "opacity": 0.6,
        "x0": 'Data Series 2'
    }],
    "layout" : {
        "title": "",
        "yaxis": {
            "zeroline": False,
        },
        "showlegend": False
    }
}
# py.iplot(fig, filename = 'violin/basic', validate = False)
print(py.plot(fig, output_type='div', include_plotlyjs=False))

#Scatter Plot
data =[]
data.append(go.Scatter(
    x = np.zeros(len(y0)),
    y = y0,
    mode = 'markers',
    name="Data Series 1"
))

data.append(go.Scatter(
    x = np.zeros(len(y1))+0.1,
    y = y1,
    mode = 'markers',
    name="Data Series 2"
))
layout = go.Layout(title="Sample Scatter Plot", xaxis=dict(zeroline=False),
                  yaxis=dict(zeroline=False))
fig = go.Figure(data=data, layout=layout)
# py.iplot(fig)
print(py.plot(fig, output_type='div', include_plotlyjs=False))