Favour Ogbonna

@AtakpaPrincess By all means, Excel first and Excel deep

Just got introduced to SPSS today 📊 My first time using a real data analysis tool and I won’t lie, it feels a bit overwhelming 😅 Taking it one step at a time. Quick question: SPSS or Excel, which should a beginner focus on first?

@NeonAdejo Glory to Him who uses simple matters to confuse the wise 🤲

I just read a powerful scripture, and the Lord has instructed me to share it with you. “And this is a simple matter in the sight of the Lord” II Kings 3:18 NKJV

Nothing exposes the gap between theory and practice like a real project. You think you know it, then a real task lands and suddenly 🥲 This is what stage 3 looks like: Data Modelling. Learning it again, but this time with pressure. Fingers crossed. #HNG14 #DataModelling

@fabiolauria92 This is so apt. At the end of the day, what matters is that the data solved real problems.... accurately. Building the fundamentals first, but automation is definitely in the books for me. Thank you for sharing. 😊

Navigating messy data is challenging work. Most SMEs stall at this stage because manual dataset cleaning destroys momentum. I built my approach around automating this process: connecting sources and surfacing insights instantly so teams focus on strategy, not spreadsheets. The stakeholder memo truly matters—data drives value only when it informs decisions. 🎯

Scored 80/100 on Stage 2 of #HNG14 Data Analytics. The task was a real e-commerce database: dirty data, 8 business questions, and a stakeholder memo. Take a look drive.google.com/drive/folders/… Here's a glimpse of what the data actually revealed about the business:

@dbeaver_news Thank you so much @dbeaver_news, this is going straight into my prep. Really appreciate the resources 🤗

@favour42311 These playlists might be helpful in your journey: SQL Editor: youtube.com/playlist?list=… Educational series on SQL: youtube.com/playlist?list=… Good luck! 🦫

Stage 2 of #hnginternship 14 as a data analyst is almost done. In this task, I analyzed six tables with real problems and compact queries. I'll get into the details in my next post. Also, I finally got the hang of PostgreSQL and pgAdmin but I think I prefer MySQL.

+ Payment method maps directly to conversion. Card = higher conversion. Cash on Delivery = lower. Data doesn't just report performance; it tells you where the business is leaking. On to Stage 3. #HNG14 #DataAnalytics #SQL #BusinessIntelligence #NigerianTech

+ The highest-converting customers came from Lagos (49%) but top-performing sellers were in Rivers, FCT & Oyo, a demand gap Lagos isn't fully capturing + All top 10 revenue products were Electronics, other categories need investment or risk irrelevance

@d_ocheido 🥹🤧

Girl to girl, sometimes when it doesn’t work out, God is showing you MERCY

@TEEPHTREND Off the top of my head, bulk buying and bulk selling

Item7go, tell me how a plate of rice and a big chicken are ₦3,800. How do you people make your profit?

@officialladi_T Excel for sure

For a small dataset + quick chart, which would you use? A. Excel B. PowerBi

How do you handle data cleaning? #data #dataanalyst

#HNG14 pushed me beyond the theories of data cleaning. From handling null values & duplicates to validation and inconsistencies, it's amazing how this stage can make or mar your analysis even if you have the right questions. P.S. This is a snippet of the beginning. #longer😂

Which DBMS and tool do you prefer? #dataanalyst #data

@queenhadassah24 Gbam!!

Two virgins who marry each other can’t fight over sexual compatibility. They learn everyday till they master how to satisfy each other. You only talk about sexual compatibility when your spouse has had multiple sex partners before marriage.

BREAKING: I want everyone on X to hear this, Never leave this earth without knowing Jesus. Pass it on until it gets to every living thing on X

@graceis_cute Especially if you sauté them in pepper 🌚😫

ponmo actually tastes like fried chicken

What's Pain? I ran away from Postgresql but now using it in @hnginternship stage 2. After getting the hang of it and doing data cleaning, I logged out of the application without saving the files. Newsflash: It's not Excel that auto saves. I'm in pain 😭