In [3]:

    

# This assumes that you already ran: download_synapse_data.py and convert_to_csv.py

import plotly.offline as py
import plotly.graph_objs as go

py.init_notebook_mode() # plotly offline mode

import pandas as pd
import glob
import os

csv_files = ['inertial_signals_test.csv']

def plot_df(df, title):
    ax = ['body_acc_x',
          'body_acc_y',
          'body_acc_z',
          #'body_gyro_x',
          #'body_gyro_y',
          #'body_gyro_z',
          #'total_acc_x',
          #'total_acc_y',
          #'total_acc_z'
         ]
    data = [go.Scatter(y=df[a], name=a) for a in ax]

    layout = go.Layout(title=title, 
                       xaxis=go.XAxis(title='Timestep'), 
                       yaxis=go.YAxis(title='{x, y, z} coordinates in Gs'))

    py.iplot({'data': data, 'layout': layout}, show_link=False)
    
for csv_file in csv_files:
    df = pd.read_csv(csv_file)
    df.describe()
    plot_df(df, csv_file_path)