Vending Machine Sales Project
Pulled data from Kaggle API to explore, clean, analyze, and visualize vending machine sales data to create an actionable plan to increase sales.
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Hi! My name is Malcolm Smith and welcome to my portfolio. I hold a Bachelors Degree in Finance from Norfolk State University (Go Spartans!), where I studied financial analysis specifically.
Whether in finance, sales, or billing, I have developed the skills to tell stories and take action with data I analyzed and presented.
Throughout my career, I have showcased the process of a data analyst (i.e. data cleaning, visualization, communicating results, and laying out an actionable plan with the results).
Check out my experience below.
View ResumeBachelors of Science from Norfolk State University (Finance)
Google Data Analytics Certificate
10+ courses passed on SQL, Python, and Advanced Excel from Datacamp, Coursera, and FreeCodeCamp

Pulled data from Kaggle API to explore, clean, analyze, and visualize vending machine sales data to create an actionable plan to increase sales.
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Analyzed employee attrition data via SQL Server and visualized findings on PowerBI.
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Pulled Disney's financial statement data from the last five fiscal years via Python, while analyzing and visualizing data via Excel
View ProjectIf you have any questions, let me know and I would be happy to answer them!