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A propensity scoring pipeline that ranks customers by purchase likelihood and identifies which segments drive future revenue. Scores customers into deciles with contribution breakdowns — base propensity, recency signal, and momentum — so you know not just who to target,
but why they ranked there. Top-decile lift of 2.95x above population average. Includes an interactive dashboard for uploading customer CSVs and exploring scored output by segment.
View it yourself on streamlit: https://propensity-scoring-tool-q65q9vha9froinmq4c6qzr.streamlit.app/
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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Discovery score: 114 → 137 in one week.
That puts me in the top 5% of independents on Contra.
No tricks. Just focused profile work:
— Shopify-only positioning
— Stronger project case studies
— Cleaner service descriptions
— Better keywords throughout
Niche down, show real work, write clearly.
The algorithm rewards the same things clients do.
If your discovery score is low — your profile
probably isn't saying one clear thing.
Fix that first. Everything else follows.
Drop your discovery score in the comments 👇
Let's see where everyone is at.
Impressive i have been struggling in increasing my discovering score, what advice can you gave me based on your journey
Interactive Sales Dashboard | Excel BI with Dynamic Filters & VBA
Hi, I'm Muhammad Ali.
I built this Excel dashboard because I saw too many business owners drowning in spreadsheets — rows and rows of data, but no clear answers.
So I created something different.
📊 What This Dashboard Does
It takes raw shipping/sales data and turns it into a simple, interactive dashboard. Click a button. Filter by year, region, or product. Instantly see your revenue, profit, and margins.
No complicated software. No coding. Just Excel.
🔍 What You Can Do With It
Filter by Year (2020, 2021, 2022), Month, Region, or Country
Get real-time updates on total revenue and profit.
Quickly check the margin %
Separate performance into 12 or more product categories, such as baby food, drinks, clothes, and so on.
Compare sales channels that are online and offline
Sort by Order Priority (C, H, L, or M)
⚙️ What Makes It Unique
One-click data refresh: update everything with just one click
VBA-powered navigation — move between pages easily
Pivot tables with slicers — instant filtering, no formula errors
Clean, warm-vintage color theme—comfortable for all-day use
Last refresh timestamp — so you always know your data is current
📈 Real Insights You Can Get
Total Revenue: $52.5B+
Overall Profit Margin: ~29.5%
Which regions are performing best?
Which product categories drive the most profit?
How do online and offline sales compare?
📎 What You'll Receive
Fully editable Excel file (.xlsx or .xlsm)
Simple PDF guide (how to use the dashboard, how to refresh data)
💼 Who Is This For?
Business owners who want to understand their sales without hiring a data team
Operations managers who need fast answers
Anyone tired of messy spreadsheets
👨💻 Built by me, Muhammad Ali
I focus on making data useful — not just pretty. If you need a custom dashboard for your business, I'd love to help.
📬 Message me on Contra to get started.
This is clean and very well executed. You made it look effortless, which usually means a lot of work happened behind the scenes. Can you walk us through how you approached it from start to finish?
A data analytics dashboard designed for clarity under information density. KPI cards, revenue charts, and user-activity graphs are arranged in a card-based layout that scales gracefully from desktop to tablet, keeping decision-makers oriented at a glance.
great job👌
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