Joy.xls (@joyibe_) header
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GOD | DATA | Author: "Document Your Data Projects Like a Pro." | Building @osinachienergy

Joined December 2024
Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)Photo by Joy.xls (@joyibe_)
If you’re a beginner in data analysis, I want to ask you something: When someone says, “Can I see your project?” Do you confidently send a link… or do you hesitate? You’ve done the hard part, or you're still learning. Built the dashboard. Cleaned the dataset. Written the queries. But documentation? Structuring your thinking? Showcasing your work properly? That’s where many analysts struggle. And it’s not because you’re not good. It’s because nobody really teaches this part. Yes. I have posted tips here a few times, but what if there's more! That is why I have compiled everything that helped me in my journey, and I created: The Complete Guide to Documenting Data Projects Like a Pro! This 30-page guide walks you through: • The 13-Step Documentation Framework (Executive Summary → Implementation Plan) • How to use GitHub professionally, even if you’re not a coder • The Insight Formula (What happened? Why? Why does it matter?) • How to write projects that recruiters/technical/non-technical clients actually understand • A Medium storytelling blueprint that actually gets read • How to curate 4–6 strong projects instead of 20 random tutorials • How to turn recommendations into executable strategies Trust me to be as practical as possible, I included real examples throughout, less theory, more showing. It is not FREE.. But very affordable, and currently 40% off, because I genuinely want more beginners to get this right early. You don’t need more random tutorials. You need structure. Get it here: selar.com/5333l67t26
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Na the same POP we dey do today so
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Replying to @PoliceNG
@PoliceNG @ImoPoliceNG On Tuesday, October 6, 2026, at around 1 p.m., my younger brother, who was returning from Warri, Delta State to Owerri after completing his Industrial Training, was stopped by four of your men on the road. He is a 4th-year Medical Radiography student..
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Yet, according to his account, he was prevented from leaving, instructed not to contact his parents, threatened with being taken to the station, even made a video of him and ultimately had to pay 100k before he was released.
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We need accountability for the officers involved.
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Using PowerBI in dark mode is so weird..
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Good working relationship really be doing so much good to me this week 🤭
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There are days when being a Data Analyst can feel very repetitive. A thread 🧵
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Sometimes, it's a problem that requires more than just your technical skills. You have to ask more questions, understand the context, talk to people, research, try different approaches, and sometimes even figure things out as you go. Those are the days I live for as an analyst.
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You’re trying to understand what is actually happening, why it is happening, and how to get from a problem you don't fully understand to an answer that actually makes sense. Those are the moments that stretch you and you learn the most from.
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After uni naw lol.. I was balling when I was a student o, skill nor concern me 😂 2 months after I signed out, I asked myself, what next? Data Analysis made more sense since I enjoyed most DBMS classes as a CS student. Then, the journey began.
Replying to @joyibe_
Please I want to know, was the 11 daily hours after you completed your tertiary education or along side it.
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