This code generates your Data Science profile plot as described in "Doing Data Science" by Cathy O'Neil and Rachel Schutt.

data_science_profile.py

# -*- coding: utf-8 -*-
"""
Title:  Data Science Profile
Author:  Brandon M. Burroughs
Description:  This code generates your Data Science profile plot as described in 
"Doing Data Science" by Cathy O'Neil and Rachel Schutt.
Feel free to contact me with any questions, suggestions, or corrections!
Email:  brandonmburroughs@gmail.com
LinkedIn:  https://www.linkedin.com/in/brandonmburroughs
Twitter:  @ToTheBurroughs
"""
import pandas as pd
import matplotlib.pyplot as plt

# Your info goes here.
name = 'Brandon' # Put your name here.
bar_data_labels = ['Mathematics', 'Statistics', 'Computer Science', 'Machine Learning', 'Communication', 'Visualization', 'Domain'] # These are the Data Science areas suggested in Doing Data Science.
bar_data = [75, 80, 50, 60, 80, 40, 30] # Rate each skill from 0 to 100. 
bar_data = pd.DataFrame(bar_data) # Put your data into a dataframe

# Create the plot
bar_data.plot(kind='bar', ylim=[0,100], title="%s's Data Science Profile" % name, legend=False, figsize=[10,6]).set_xticklabels(labels=bar_data_labels, rotation=45)
plt.xlabel('Skill')
plt.ylabel("Rating (0 to 100)")
plt.savefig('%s_Data_Science_Profile.png' % name)  # Save the plot