
# import packages
import plotly.offline as pyo
import plotly.graph_objects as go
import pandas as pd


# read in mocksurvey.csv
df = pd.read_csv("./../data/mocksurvey.csv", index_col=0)
df


# Create data list
data = [
    go.Bar(
        y=df.index, 
        x=df[response], 
        name=response,
        orientation="h",
        )
    for response in df.columns
    ]


# create layout
layout = go.Layout(
    title="Bar Chart"
)


# create fig
fig = go.Figure(data=data, layout=layout)


# load chart into html
# pyo.plot(fig, filename="bar_chart_exercise.html")


# load chart in this notebook
pyo.iplot(fig, filename="bar_chart_exercise.html")

	Strongly Agree	Somewhat Agree	Neutral	Somewhat Disagree	Strongly Disagree
Question 1	0.45	0.25	0.10	0.12	0.08
Question 2	0.12	0.07	0.48	0.18	0.15
Question 3	0.05	0.22	0.19	0.23	0.31