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📊 Turning Raw Retail Data Into Business Insights
I recently worked on a retail sales dataset to demonstrate how raw business data can be transformed into useful insights.
My process included:
✅ Data cleaning and validation
✅ Revenue calculations
✅ Sales performance analysis
✅ Product and store analysis
✅ Excel/Power BI visualization
✅ Identifying actionable business insights
The analysis answers questions such as:
• Which store generates the most revenue?
• Which products drive sales?
• Which products sell the most units?
• Which salesperson performs best?
• How do sales change over time?
Tools: Excel | Power BI | Python/Pandas | SQL
Clean data is the foundation. Good analysis turns that data into decisions.
#DataAnalysis #DataCleaning #Excel #PowerBI #Python #SQL #DataAnalytics #Freelance
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
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Messy Data In. Clearer Decisions Out. 📊
Over the past year, I've noticed most businesses don't struggle because they lack data — they struggle because that data never turns into a decision.
That's the gap I work in:
→ Cleaning and analyze data with Python & R
→ Turning findings into investor-ready pitch decks
→ Polishing the final write-up so nothing gets lost in translation
If your team has data sitting in spreadsheets with no story attached, or a pitch deck that needs to actually land — that's exactly where I can help.
Open to projects. Let's talk 👇
👟 24+ Years Footwear Expert → Now Helping USA Shoe Brands 3X ROAS with Facebook & Instagram Ads
I just launched my new project: Facebook & Instagram Ads for Shoe Brands Only!
🚫 Why ONLY Shoe Brands?
I was Ex-Head Commercial of Top 3 Footwear Factory in Bangladesh. I know shoe buyer psychology, not just ads.
🎯 Recent Result: USA Hemp Sneaker Brand
ROAS 1.2x → 3.2x in 30 Days
CPC $0.80 → $0.35
Revenue $15k → $38k/mo
Most agencies run generic ads. I build:
✅ Shoe-buyer only audiences (Sneakerheads, not random interests)
✅ UGC Try-on + Factory Story Creatives
✅ Shopify + Subscription Funnel for Repeat Buyers
If you own a Shoe Brand (Sneakers, Boots, Sustainable Shoes like 8000Kicks), drop your store URL - I'll send you FREE 5-min audit with 3 mistakes losing you money.
Let's make your shoe brand the next 8000Kicks 🚀
#footwear #shoebrand #facebookads
footwearfootweardesignShopifyGoogle SheetsMicrosoft ExcelLead GenerationMarket ResearchProduct Research
Good Luck!
BEFORE: Client had messy Excel inventory with 500 rows, duplicates (A12 / a12), blanks, wrong prices like "$ 2.5" and "N/A", and different warehouse names (KER / ker / Kericho).
AFTER: I did:
Removed 12 duplicate SKUs
Standardized item names to Title Case
Fixed QTY and Prices to 2 decimals
Unified Warehouse to Kericho
Made sheet ready for pivot dashboard
Result: Clean, ready-to-use inventory in 2 days using Excel.
Tools: Excel, Remove Duplicates, Text to Columns, TRIM, PROPER
