Visualization and Analytics Projects
Data Storytelling Project
The Journey of a Nation: Telling a Story with U.S. Census Data
U.S. Hate Crime Exploration and Visualization
A Culture of Hate: How Understanding Hatecrimes in the United States Can Shape Our Future
Additional Visualizations (for practice and not related to projects)
Visualizations: Graphs, Charts, and Dashboards! Oh my!
Machine Learning and Modeling Projects
Time Series Analysis
To Everything There is a Season: Time Series Analysis and Predictive Modeling of Crime and Weather in Dallas, Texas
Natural Language Processing Project
Hate Speech on Twitter- A Natural Language Processing Challenge
Miscellaneous Projects
On-Going Projects
A Collection of Projects In-Progress That Aren't Ready for Their Own Page
About
Passionate about using data to uncover and explain complex situations, I am a data scientist with an unending curiosity and love of interacting with others. I am comfortable in using Python, along with its various libraries and packages, for cleaning, exploring, and explaining data to create predictive models and visualizations that are accessible to various audiences. My previous professional experience teaching physics strengthened my ability to explain abstract concepts in an easy to access manner and endowed me with an unending desire to learn more. My most recent project, a sentiment analysis of hate speech on Twitter using Scikit-Learn, has increased my enthusiasm to learn more about natural language processing and neural networks.
Technical Skills:
Data Cleaning • Data Analysis • Data Visualization • Predictive Modeling • Statistical Analysis • Machine Learning • Natural Language Processing • Python • SQL • Pandas •SciKit-Learn • Seaborn •APIs • Git and GitHub • Content Creation • Training and Professional Development • Workshop/ Curriculum Writing
Articles and Media
Women Who Code December 2019 Spotlight: Ashley Steele
Resume
Click here to see my resume in a new window.
Media
Resources and Materials From Talks I've Given
December 2019: "I've Got the Data, Now What? Exploratory Data Analysis in Python"
Video Recording of the Presentation
Lecture materials and GitHub Repository
Blog
Click here to see my blog in a new window.
Contact
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