Obinna Nwakpa

I turn raw data into decisions people can act on 📊 | Data analytics tips, career breakdowns, real talk | Learning in public

[Obinna Nwakpa @obinnaEducates_]

Learning data analytics in public has taught me something deeper than Excel or SQL. 📊

You can start from somewhere completely different and still build something meaningful.

I studied Animal Science.
I taught in classrooms.
I worked in customer service and sales.

Now, I'm learning data analytics.

And honestly, starting over isn't always easy.

There are days when you feel behind.
Days when you wonder if you're learning fast enough.
Days when the people around you seem miles ahead.

But I'm learning that progress doesn't require you to have everything figured out.

It starts with asking better questions.

1. Start with the question, not the tool.

Before opening Excel, ask:
What decision will this analysis help someone make?

2. Understand your data.

Where did it come from?
What does it leave out?
Can you trust it?

3. Learn the fundamentals.

Tools will change.
AI will get better.
But the ability to think clearly will always matter.

4. Learn to communicate.

Finding an insight is one thing.
Explaining it clearly enough for someone to act on it is another.

5. Build by solving real problems.

Don't just learn formulas.
Don't just watch tutorials.

Take a messy problem.
Work through it.
Make mistakes.
Figure it out.
Share what you learned.

AI can write a formula or SQL query in seconds.

But knowing what to ask, what to investigate, and what the answer actually means is the skill I'm building.

I'm Obinna.

I'm learning data analytics in public, one real problem at a time.

If you're learning a new skill, changing careers, or starting over too, you're not alone.

We're building from where we are.

What are you currently learning that could change your career?

[Obinna Nwakpa @obinnaEducates_]

@onyekanwelue There’s some truth in this. At the end of the day, you’re the one who has to live with the consequences of your financial decisions. Listen to advice, but don’t hand over that decision to other people.

[Obinna Nwakpa @obinnaEducates_]

A good product really does make selling easier. When people can see that it solves a real problem for them, you don’t have to work so hard to convince them.

[Stijn Noorman @stijnnoorman]

If you build a great product:

• It's easier to get customers
• It's easier to keep customers
• It's easier to make customers happy

The better the product, the less you have to convince people.

Make it so good people feel stupid for not getting it sooner.

[Obinna Nwakpa @obinnaEducates_]

This is a good reminder. You don’t have to figure everything out at once. Just focus on what you can do today and keep moving.

[Technical Ben @TechnicalBben]

You don't need to have your entire life figured out this Monday morning.

Just know what needs to be done today.

Then do it.

One good week can change a lot.

[Obinna Nwakpa @obinnaEducates_]

The small efforts really do add up. Some days you may not see the progress, but staying consistent is what keeps you moving forward.

[Dr Iretioluwa Akerele @ireteeh]

Monday Motivation ✨

Every effort you make today adds up tomorrow. Stay consistent, your time is coming 💪

[Obinna Nwakpa @obinnaEducates_]

Here’s a data skill I think more analysts need to take seriously:

Build an audit trail for your analysis.

If an AI tool, dashboard, or SQL query gives you an important business number, don't stop at the number.

You should be able to answer:

Where did this data come from?

What transformations happened?

Which rules or calculations were applied?

Who changed the data?

Can another analyst reproduce the result?

This matters because AI is making it easier to produce analysis at scale.

But when analysis becomes faster, mistakes can scale faster too.

A strong analyst doesn't just produce an answer.

They make the answer traceable, reproducible, and explainable.

That's the kind of analytics I want to keep learning and teaching.

Because when you work with data that affects people's decisions, accuracy is a responsibility.

[Obinna Nwakpa @obinnaEducates_]

😂 I would’ve needed a few seconds to process that too. Some answers really catch you off guard in an interview.

[𝐌𝐫. 𝔻𝕒𝕟𝕚𝕖𝕝 @DEO_TechJobs]

The interview question "where do you see yourself in 5 years" and my brain immediately buffering like a bad wifi connection when he said he would be at my position.

[Obinna Nwakpa @obinnaEducates_]

@goofyleena A simple apology can go a long way. Admitting you were wrong doesn’t make you weak; it shows you’re mature enough to own your actions.

[Obinna Nwakpa @obinnaEducates_]

@Kayodeoshinubi Antelope Canyon is one of those places that makes you stop and just take it all in. Nature really knows how to put on a show. 🙌🏽

[Obinna Nwakpa @obinnaEducates_]

😂 That “own emergency contact” part is too real. Independence comes with freedom, but it also comes with a lot of responsibility you can’t pass to anyone else.

[ỌMỌ́TÁRÁ LAWRENCE @theladymotara]

Being independent sounds cool until you realize you are your own emergency contact.💔

[Obinna Nwakpa @obinnaEducates_]

This is a lesson people often learn the hard way. While the salary is still coming in, use that time to build something you can fall back on.

[RecruitmentPQ @RecruitmentPq]

Build that skill while you have the salary. Not after you have lost both.

[Obinna Nwakpa @obinnaEducates_]

😂 This is actually a good point. AI should make us better at what we do, not so dependent on it that we forget how to do the work ourselves.

[Tosin Olugbenga @TosinOlugbenga]

I deliberately don’t want to use AI to automate everything I do.

So I don’t become dumb and useless…🤣🤣🤣🤣

I still do few things manually, so I can at least take credit that I contributed to the project.

What an AI time to be alive.

[Obinna Nwakpa @obinnaEducates_]

Amen. There is a different kind of peace that comes when you truly trust God with what you cannot control. He will never abandon us. 🙏🏽🤍

[Sheila of the Most High @sheilatebra]

My trust in the Lord is great. I am no longer afraid of what will happen next. He will take care of us. I know He will not abandon us.

[Obinna Nwakpa @obinnaEducates_]

That part about deletion is a big one. Sometimes you don’t need to add anything new; you just need to remove the things that are slowing you down.

[MATT GRAY @matt_gray_]

Building a founder-led business:

Trust is 80% consistency, 20% talent.

Leads are 80% distribution, 20% offer.

Margin is 80% deletion, 20% pricing.

Freedom is 80% systems, 20% headcount.

Work the 80.

[Obinna Nwakpa @obinnaEducates_]

This is so real. Remote work can be great, but after a while you start missing those random conversations and just being around people. You really have to make an effort to stay connected.

[REMOTE JOB WITH TESSY @RemotejobWtessy]

Remote work can be lonely.

No colleague beside you.

No office gist.

No random “Have you eaten?” 😂

If you work remotely long-term, create a routine that keeps you connected.

Talk to colleagues.

Join professional communities.

Leave the house sometimes.

Working from home shouldn't mean living in isolation.

[Obinna Nwakpa @obinnaEducates_]

That part about access to the right knowledge is so important. A lot of young people are curious and willing to learn; sometimes they just need exposure to what’s possible and a chance to explore it.

[Annie🦋 @DabereNnamani]

Still reflecting on such an amazing experience in Ebonyi @ebonyiskillssummit.

I had the opportunity to speak with young people, students, entrepreneurs, and innovators about Al, the changing world of work, and the skills we need to stay relevant in this new era.

What stood out to me the most was the energy in the room, the questions, the curiosity, and the willingness to learn and explore what is possible with technology.

Al is moving fast, and I truly believe conversations like these are important because access to the right knowledge can open doors to opportunities people may not even know exist yet.

Grateful to have been part of this conversation and to have shared a little of what I know.

[Obinna Nwakpa @obinnaEducates_]

The part about judgment really stands out. AI can handle a lot of the heavy lifting, but understanding the problem and knowing what to do with the output is where the real value comes in.

[Johnmark Obiefuna @jayhemz]

Considering a career in Tech? Anything that has to do with number crunching will never be completely replaced by AI -- Finance, Data Analysis, etc.

If you're also a creative, AI will enable your work in UI/UX, Motion Design. AI output will never be up to par in these areas.

[Obinna Nwakpa @obinnaEducates_]

Let's talk about the part of data analytics people don't discuss enough:

Who should be accountable when an important business number is wrong?

The analyst who reported it?

The team that produced the data?

The person who defined the metric?

The manager who made the decision?

Or should accountability be shared?

With AI becoming more involved in analytics, who owns the final responsibility for a decision made from an AI-generated insight?

What do you think? 👇

[Obinna Nwakpa @obinnaEducates_]

This is the part people underestimate: focused practice compounds. You don’t need to master everything; you need to stay with one valuable skill long enough for your effort to become undeniable.

[Stijn Noorman @stijnnoorman]

Most people underestimate what 1,000 focused hours can do. Put them into one valuable skill instead of scattering them across entertainment, distractions, and endless consumption. You'll barely recognize yourself afterward.

[Obinna Nwakpa @obinnaEducates_]

I get the point. Sometimes you really do need to lock in and give something your full attention, but I don’t think you have to completely disappear from everyone to succeed. Work hard, but don’t burn yourself out in the process.

[Aaron @IAmAaronWill]

The most successful period of my life came from just locking myself in a room and working for 12 to 16 hours straight.

No friends, no family, just me and a laptop.

Doable for most? No.

Necessary for most? Yes.

Sounds sad asf, but the truth is, this is what it takes.

[Obinna Nwakpa @obinnaEducates_]

Honestly, you can do everything right, get the job, and still have immigration become the problem. Being qualified is one thing; actually being allowed to work there is another. This is why you need God in the beginning God! and at the end God! There's nothing he cannot do! Always remember spiritual controls the physical! 😫

[Dr. Sylvie Watikum 🇨🇲🇯🇵 Migration Intelligence @sylviewatikum]

Imagine passing the interview; the company likes you, and you can do the job…

Then immigration enters the group chat, and suddenly you're too expensive to hire. 😭

Being qualified abroad is really only half the battle.