David ✦ Builds with Data & AI

📊 Just dropped my upgraded MTN Nigeria Executive Dashboard — full year 2025. Built it from scratch with synthetic data (9k+ customers, 36 states, ₦1.9B+ revenue). This time it’s actually executive-ready. Key insights: 📈 Revenue grew 195% — from ₦89.6M in Jan to ₦264.5M in Dec. Data plans drove everything. 🔄 Churn is a new-customer problem (6.5% monthly in 0–6 months vs 1.5% for 4+ years). 🗺️ Lagos + Abuja + Kano + Rivers = 49% of revenue. ⚠️ #1 churn driver = competition (30%). 👴 55–65+ segment is gold — highest loyalty + biggest spenders on broadband routers. Hey, remember my last version? The one that wasn’t scannable in 3–5 minutes, had zero context (“against what?”), and felt like a bunch of numbers with no story? Huge thanks to @DavidAbu_ and a few others whose sharp feedback on scannability and context pushed me to rebuild this version properly. Fixed all of it: ✅ Now instantly glanceable with big KPI cards, sparklines, YoY/MoM arrows & targets ✅ Real movement + full-year trends (plus 2024 comparison) ✅ Deeper “so what?” insights that actually help decisions What do you think — would your boss get the story in under 5 minutes now? 🔥 #PowerBI #DataVisualization #MTNNigeria #BusinessIntelligence #datafam

@ope_falabs This one is a law ... Avogadro's law lo so wipe...🎶🎶 Equal volume of all...... ....... ......🎶🎶

What is that Definition you learnt in school that you cannot forget??

@ChampionsLeague @Heineken The assist for kvaran's goal deserves a puska

Alvarez curls in stunning free-kick 😲 Kvaratskhelia slots in 😮‍💨 @Heineken | #UCLGOTD

@dr_doreeeeenn That's what only God can do

So, we’re living on a ball that is made up of about 70% water on its surface, hanging in the middle of nothing, yet it keeps rotating by itself and the water doesn’t spill, and we don’t fall off?????

@Czooba They gave us Amorin also ... Remember?

Sporting CP gave us, Cristiano Ronaldo, Nani and Bruno Fernandes Man United fans, we’re all supporting Sporting against Arsenal tonight yes or YES?

@FabrizioRomano I bought this guy like 5 times for different clubs in my master league

🚨🔵 Valentín Barco has said yes to Chelsea move, personal terms agreed ahead of potential summer transfer. Colo Barco wants #CFC and it’s all set on player side. Up to Chelsea if/when to proceed, in total control of the deal being at Strasbourg. 🇦🇷 🎥 youtu.be/3dJIobOrecQ

@AMAZlNGNATURE What about those that are on the other side

There's only 4 living humans not in this photo

@factbyGerald @simplytomh I meant this angle we're seeing....what about the other side of earth

@Davidagboola13 @simplytomh Everyone ( dead or alive ) is literally in there ( earth) except the 4 astronauts in space atm.

guys we were all there when this photo was taken it’s kinda like a group photo if you think about it

@IdleSloth84_ If all those blues are water bodies What is binding it together

This is my favourite photo taken by Artemis II so far.

Look at me there Just minding my business

@heis_fede The first one was slightly edited

How did they manage to take a better picture in 1972 when technology wasn’t advanced as today ???

@LFC With Honour ....OUT........

We exit the #EmiratesFACup.

@gabriel_ofonime The book and I has some history

Do you remember this?

@Gunners4ll @forallcurious Thank you

@Davidagboola13 @forallcurious The earth is covered by water(78%) and the remaining few percentage is the ground and trees

BREATHTAKING🚨: Image of Earth captured by Artemis II from space that clearly shows EARTH is NOT FLAT!

@BullandBaird What if they collide with the moon

Imagine the math required to make this guess and aim 4 people at a point in space

In case you wondering how the Artemis II is ...here is a simple video

At the end its all about finding meaning...if the guy that is working does not enjoy what he is doing....he might as well be similar to the crypto guy....and if the crypto guy enjoy what he is doing and he is doing other things as well...has a plan ...He might be doing better... Like I said ...its all about finding purpose in what you are doing....

Two guys finished NYSC same time. One rushed into crypto — memecoins, airdrops, presales. Turned ₦800k to ₦18M in 8 months. The other said “I want stability.” Got a 9–5 job paying ₦180k/month. 12 months later: Crypto guy lost almost everything chasing the next pump. Back to ₦2M and no steady income. Salary guy saved ₦1.2M, started a small side hustle, still earning monthly. Now here’s the uncomfortable question: Who is actually doing better? The one who touched big money but couldn’t keep it… Or the one growing slowly in this economy? Be honest — because this answer will expose your real mindset about money.

@databykaka @MTNNG @MTN180 @MSPowerBI @Microsoft Okay. Thank you very much

@Davidagboola13 @MTNNG @MTN180 @MSPowerBI @Microsoft Well done More power to keep learning 💪 Next time, don't use a bar chart to represent the trend. Always use a line chart to represent trends. Like that of the monthly trend should be replaced with a line chart Keep being you and keep improving

📊 Just dropped my upgraded MTN Nigeria Executive Dashboard — full year 2025. Built it from scratch with synthetic data (9k+ customers, 36 states, ₦1.9B+ revenue). This time it’s actually executive-ready. Key insights: 📈 Revenue grew 195% — from ₦89.6M in Jan to ₦264.5M in Dec. Data plans drove everything. 🔄 Churn is a new-customer problem (6.5% monthly in 0–6 months vs 1.5% for 4+ years). 🗺️ Lagos + Abuja + Kano + Rivers = 49% of revenue. ⚠️ #1 churn driver = competition (30%). 👴 55–65+ segment is gold — highest loyalty + biggest spenders on broadband routers. Hey, remember my last version? The one that wasn’t scannable in 3–5 minutes, had zero context (“against what?”), and felt like a bunch of numbers with no story? Huge thanks to @DavidAbu_ and a few others whose sharp feedback on scannability and context pushed me to rebuild this version properly. Fixed all of it: ✅ Now instantly glanceable with big KPI cards, sparklines, YoY/MoM arrows & targets ✅ Real movement + full-year trends (plus 2024 comparison) ✅ Deeper “so what?” insights that actually help decisions What do you think — would your boss get the story in under 5 minutes now? 🔥 #PowerBI #DataVisualization #MTNNigeria #BusinessIntelligence #datafam

Ghana is among the 48 teams going to the world cup...the highest football tournament....and Nigeria will be watching them from that is if they have light to watch ....and football is not played on paper....Ghana is the only one that will be playing at the world Greatest stage ... We are not rivals true and you know who is ahead right now...

Ghana is 74th in the world while Nigeria is 26th. We are not even rivals. Let's be guided on this app.