Joined May 2022
- Tweets 171
- Following 8
- Followers 13
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Mar 12
The moment every analyst discovers scale.
Excel works well for exploration, but once datasets grow that large, the workflow usually shifts to Power Query, SQL, or Python.
It’s almost a rite of passage.
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May 18
Still building this out but the MTN Nigeria Q1 churn dashboard is taking shape 👀 29% churn. ₦58M lost. Better competitor offers are the #1 reason customers leave. Finishing touches incoming. 🔧
#DataAnalytics #CustomerChurn #Excel #MTNNigeria
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May 4
Surprising finding from my MTN Nigeria 2025 Q1 churn analysis: Customers with the highest satisfaction still churned at nearly the same rate as the least satisfied. Satisfaction alone doesn't keep customers. 👀 #DataAnalytics #CustomerChurn #MTNNigeria
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May 1
Q1 2025 MTN Nigeria churn analysis in progress and here is what has been uncovered ;₦199M revenue, 29% churn rate. Nearly 1 in 3 customers didn't stay. That's ₦58M walking out the door. #DataAnalytics #CustomerChurn #MTNNigeria #Excel
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Apr 24
70% done
✅ Executive Overview
✅ Product Insights
✅ Customer Insights
✅ Geographic Performance
Branding & final polish still to go.
The best part is still coming. 👊
#PowerBI #DataAnalytics #LearningInPublic #DataVisualization
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Apr 23
Everyone wants AI savings.
Few can prove where the savings are.
If impact can’t be traced, confidence won’t last.
— InsightWorks
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Apr 22
The unnamed dashboard now has 4 pages 😄
Turning into a full Sales Analytics Dashboard and the process has been everything. Data modeling, DAX, slicers, multi-paged.
Almost there. Stay tuned.
#PowerBI #DataAnalytics
#LearningInPublic #DataVisualization #BusinessIntelligence
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Apr 21
Spent some time using Python to analyze Nigeria’s economic trends.
GDP growth, inflation, government debt and a few deeper patterns behind them.
Still learning. Still building.
Data always says more than headlines.
#Python #DataAnalytics #InsightWorks
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Apr 20
Building out a Sales Analytics Dashboard in Power BI from scratch. We're talking data modeling, DAX measures, date tables, relationships, and full report visuals — all coming together.
More updates coming soon. 🔥
#PowerBI #DataAnalytics #BusinessIntelligence
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Apr 19
SUNDAY!!!!
If everything feels urgent, your priorities are not clear.
Before Monday, decide what actually matters, set priorities and move swiftly
Clarity saves more time than speed.
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Apr 18
The week just ended.
You were active.
But what became clearer?
Because progress isn’t busyness.
Progress is better judgment.
— InsightWorks
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Apr 14
Tuesday’s done.
Things moved.
But was anything clear? Because movement without clarity
is not progress.
— InsightWorks
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Apr 13
Sarting the week isn’t hard but starting with clarity is.
Monday’s almost done.
Don’t just move fast.
Move right.
— InsightWorks
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Apr 11
You were busy this week. But what actually became clearer?
Because progress isn’t what you did, it’s what you now understand better.
— InsightWorks
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Apr 9
AI looks impressive.
Outputs increased.
Activity increased.
Expectations increased.
But results?
Harder to explain.
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Apr 8
You produced a lot this week; Dashboards, Reports, Outputs.
But what actually changed?
Insight isn’t what you generate.
It’s what someone can act on.
— InsightWorks
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Apr 7
Everyone is moving fast, few are fully convinced. The numbers look right but something feels off.
So decisions are made with silent hesitation.
Tuesday momentum check:
Speed hides doubt.
Clarity removes it.
— InsightWorks
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Apr 6
Alignment isn’t a board meeting, it’s proper data definition, clear and consistent metrics.
— InsightWorks
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Apr 3
Your analysis should maintain/report stable intelligence. If it can’t be trusted twice, it shouldn't be used once.
— InsightWorks
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