Kalu Peter

Accounting(UNN) l Data analyst l Financial analysis and advisory l Crypto

[Kalu Peter @Kalupeter001]

Did my first dashboard on Power Bi...
This is an analysis on a survey carried out on individuals into tech
Still planning on having 3 more dashboards this month to know I'm done with excel and Power Bi
#Data #datafam #datafest #DataFestAfrica2025

[Kalu Peter @Kalupeter001]

Arsenal is among the worst top team to watch
How the hell do you have only one shot on target in 90 minutes of champions league football at your home
That are playing like Burnley

Just hope that get to win a trophy to justify this tactic
Can't pay to watch this team

[Mr Bayo @mrbayoa1]

A much-improved performance from Arsenal and an incredible defensive masterclass to qualify for the Champions League semi-finals. This team shows once again why they are the best. Let’s keep going and deliver an even better performance against City. Let’s go, Arsenal 💪

[Kalu Peter @Kalupeter001]

@WallstreetJade @dunitedway12 @Ssaasquatch Popularity is the luxury
Luxury is buying the brand not just the product
If nobody can recognize it, then it's not worth it

[Kalu Peter @Kalupeter001]

@mrbayoa1 First it was the carabao cup didn't matter, now it is the FA cup. Champions league even the players know they won't win
The doubt has kicked in already, the rest of the EPL matches will be really messy for this team I just watched.
Bottlers fc at it again

[Technical Ben @TechnicalBben]

You can’t lock in alone when you’re broke unless you have money saved somewhere.

Anyone telling you otherwise is lying to you.

Before I started making seven figures monthly, there was a time I had 700 naira in my account. It was tough. I wasn’t independent or comfortable. I was surviving.

I had to go back home from school instead of forcing life outside. Some friends suggested renting a place and figuring life out alone, but I knew that plan would break me. At home, no matter how bad things got, I could at least drink garri, find 1k to eat, and survive till the next day.

My friends didn’t make everything easy, but they reduced the pressure whenever I begged for help. They knew I was broke and still sent 2k, 3k, sometimes 5k naira. Just enough to eat and stay alive. That support mattered more than motivation.

Locking in without support is not strength. It’s self-destruction.
If you’re broke and trying to lock in, this is what actually works.

Survival comes first. Before dreams, secure food and shelter. Pride will not feed you.
Accept support. Home, friends, or family. Even small help reduces mental stress and buys you time.

Manage your data like currency. I wasn’t watching random content. No endless scrolling. Only content that helped me learn, think better, or move forward.

Send the right messages. I used my limited data and time to talk to the right people. Not begging. Building relationships. Making friends. Staying visible.

Lock in with structure, not fantasy. Locking in means controlled spending, controlled eating, and controlled time. Not disappearing with zero plan.

Stay alive long enough to win. You don’t need comfort. You need continuity. Survival gives you another day to try again.

If you don’t have a support system, locking in is almost impossible. Don’t let social media shame you into suffering silently. Secure survival, reduce pressure, then build.

Broke ones will rise again.

[Kalu Peter @Kalupeter001]

99% of the customer base
Recommendations
•Shift Tier 1 incentives from bonus-heavy rewards to service-based perks
•Target Tier 3 customers with milestone-driven offers to maximize ROI
•Improve customer communication through usage alerts and expiry reminders
#DataAnalytics

[Kalu Peter @Kalupeter001]

Recently did this analysis with excel, from A to Z.
This was a case study project of a friend doing masters in data analytics in Canada. It is about a telecommunication company, Ninja Telecom nig. Ltd.
Customers were profiled by their loyalty(consistency in buying data)
And

[Kalu Peter @Kalupeter001]

Bonus usage, then I did the percentage of the aggregate score to classify them by Tiers.
Key Insights
•Loyalty and bonus usage are related, but not perfectly correlated
•Bonus incentives showed diminishing returns at higher loyalty tiers
•Retail customers accounted for over

[Kalu Peter @Kalupeter001]

@yusland_90 @UstazofArewa The same method of collection is still used
That is civil servants including private company employees will have their deduction from their salary before it is paid.
Just the normal routine for the collection

[Kalu Peter @Kalupeter001]

@joebasshd Omo, over a 100 people cleaning this data.... It seems we have a lot of data analysts on this space

[Kalu Peter @Kalupeter001]

@richtosho Just applied

[Kalu Peter @Kalupeter001]

you, your skills will still be useless.
Learning to sell is the way to survive, and knowing the right people to sell to, is how you go to the top.

[Kalu Peter @Kalupeter001]

I think Marketing should be compulsory for everyone in secondary School.
Nothing happens without sales
Even if you don't want to sell a product(digital or physical), you still have to sell your skills
No matter how skilled or talented you're, if the right people doesn't know

[Kalu Peter @Kalupeter001]

Recreated an excel guided project by @ObohX
Did some changes in the functions and measures used
You can see everything I did here on github https://t.co/B6pRWFjuDi

[Kalu Peter @Kalupeter001]

Look at me comfortably going back to my Cisco account to learn the courses very well. Thank you @MTNNG @MTNFoundationNG for making my journey into data analysis easier than it could have been.
#dataanalyst #dataanalysis #data

[Kalu Peter @Kalupeter001]

Got into @MTNFoundationNG Scholarship 2021 through 2023 and during the last payment we were mandated to have a digital skill badge(all courses we chose were paid for), I was one of the people that thought it was an added stress.

[Alex Onyia @winexviv]

We have taken our first legal step towards JAMB using the Freedom of Information Act.

We need the mark-sheet of all students released to them for review and also review all the glitches earlier raised especially on 24th, 25th, 26 and 28th of April.

JAMB has 7 days to respond to this and provide a convincing solution or we proceed fully to litigation.

I currently have 13,955 students who have reported the anormarly and this must be resolved once and for all.

Enough is enough!

[Oluwaseun Q @quwam001]

Dear @JAMBHQ
Another student just reached out to me.
In 2023, she scored 270 in the UTME.
In 2024, she went even higher had 290.
She took the 2025 JAMB mock and got 285.
Now, the official 2025 UTME result says 175?

[Instablog9ja @instablog9ja]

A young woman and her father are challenging JAMB after she scored 155 in her 2025 result, insisting the score doesn’t reflect her performance.

[Alex Onyia @winexviv]

I will be on TVC on Monday at 9:30am to talk about this year’s JAMB result.

The mass failure of this year’s JAMB exam is majorly caused by JAMB’s poorly designed inefficient system and not the students as they earlier claimed.

The mark-sheet needs to be made available to the students to see their true performance.

We need to fix our education system and JAMB needs to have a transparent system to uphold integrity of their institution.