Daily weight changes can lie. Instead of guessing what affects fitness progress, so I analyzed a ...Daily weight changes can lie. Instead of guessing what affects fitness progress, so I analyzed a ...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Instead of guessing what affects fitness progress, so I analyzed a gym and nutritional data using Excel to find what actually drives progress.
- Long-term weight trends rather than daily fluctuations
- Protein intake vs workout performance to assess recovery and output
- Weekly calorie and workout patterns to spot burnout and plateaus
- Consistency vs intensity to identify what truly moves results.
The insight was clear.
Consistency combined with balanced nutrition consistently outperformed intensity spikes. Weeks with stable habits showed better progress than weeks driven by extreme effort.
This project strengthened my ability to:
- Translate raw data into meaningful insights
- Build clear, decision-focused Excel dashboards
- Communicate findings in a way non-technical stakeholders can act on.
Client had raw sales data (14 rows across UK/USA, split by quarter) and needed it turned into something actually usable. I cleaned it up and built a PivotTable that breaks total sales down by rep and country, with grand totals for both.
What I did:
Structured the raw data into a proper table (consistent headers, currency formatting)
Built a PivotTable summarizing Sum of Sales by Last Name and Country
Used SUMIFS so the totals update automatically if the source data changes — nothing hardcoded
Checked every formula for errors before delivery
Delivered as a working .xlsx file, ready to plug into a bigger report or dashboard.
If you've got messy sales/ops data sitting in a spreadsheet and need it turned into something you can actually read at a glance, this is exactly the kind of thing I can help with.