from raw to real
Turning raw data into clear insights — one dashboard, one project, one story at a time.
from raw to real
Turning raw data into clear insights — one dashboard, one project, one story at a time.
Projects
Maven Roasters - From Orders To Insights
From CDs to Streams: How Digital Formats Took Over the Music Industry
helping high school students explore their futures
I analyzed six months of sales data from three NYC coffee shops and built an interactive Excel dashboard. The project uncovered customer trends, peak hours, and operational insights to help optimize staffing and improve decision-making.
Skills demonstrated:
Excel, data cleaning, PivotTables, data visualization, business analysis, dashboard design, operational insights
helping high school students explore their futures
From CDs to Streams: How Digital Formats Took Over the Music Industry
helping high school students explore their futures
I built an user-friendly interactive Excel dashboard for Maven Careers to help high school students explore wage trends, job growth, and career opportunities by industry and state. This tool is now used during school visits to support career planning.
Skills demonstrated:
Advanced Excel Dashboarding, Data Cleaning & Structure, Labor Market Analysis, Geographic Data Visualization, User-Centered Design, Stakeholder Collaboration, Storytelling with Data
From CDs to Streams: How Digital Formats Took Over the Music Industry
From CDs to Streams: How Digital Formats Took Over the Music Industry
From CDs to Streams: How Digital Formats Took Over the Music Industry
Discover how iTunes reshaped the music industry with a data visualization that tracks the shift from vinyl to streaming. This project breaks down four decades of revenue trends using RIAA data—highlighting the rise of digital formats and the lasting impact of innovation on how music is consumed and monetized.
Skills demonstrated:
Microsoft Excel, Inserting stacked area charts, Modifying chart elements (titles, legends, data labels), Customizing axis labels for time series clarity