Beginner Roadmap to First Data Job(2026 edition) Master Excel & Google Sheets Learn SQL (focus on joins & aggregations) Basic Python (Pandas) Build 3 portfolios projects Start applying even with 0 exp Part 1/5 Want the full roadmap? Reply “ROADMAP” #DataCareer #SQLTips

SQL Tip that changed how I analyze data: Always use COUNT(*) with GROUP BY instead of guessing Example: SELECT Department, COUNT(*) as Employee_Count FROM Employees GROUP BY Department; Beginners, save this Reply 'SQL' for my free SQL Roadmap #SQLTips #DataAnalysis #Career

Quick poll for beginners What’s your biggest struggle right now? A. Cleaning data in Excel B. Writing basic SQL queries C. Understanding Python D. Building dashboards in Power BI Vote and reply with your choice I’ll drop targeted tips for the winner #DataAnalysis #SQLTips

If SQL Looks difficult to you follow these #sql #sqltips #sqltricks

SQL Tip every beginner needs: Never use SELECT * in production Instead: SELECT customer_name, state, total_sales FROM sales WHERE state = 'Abuja' Cleaner, faster & professional Save this Reply 'SQL' for more tips + free query cheat sheet #SQLTips #DataAnalysis

SQL Tip: Never use SELECT * in real work Instead: SELECT CustomerName, SalesAmount, OrderDate FROM Sales... Your queries will run faster and your seniors will respect you Reply 'SQL' for the full beginner query template #SQLTips

Thread 🧵: How I would learn SQL in 30 days as a Nigerian graduate with NEPA wahala 😤 Part 1/5 Day 1-7: Learn SELECT, WHERE, ORDER BY using free sites (no fancy laptop needed) Save this thread 👇 #SQLTips #DataAnalysis

Quick poll for beginners in Data Analysis Which tool scares you the most right now? Vote and reply with your biggest struggle I read every reply #DataAnalysis #SQLTips

SQL Tip for beginners: Always use WHERE before GROUP BY. Wrong: SELECT State, COUNT(*) FROM sales GROUP BY State WHERE State = 'Lagos' Correct: SELECT State, COUNT(*) FROM sales WHERE State = 'Lagos' GROUP BY State Reply 'SQL' for free roadmap. #SQLTips #DataAnalysis

Beginner Data Analysts in Nigeria, be honest: What’s your biggest struggle right now? Vote and reply with your letter 👇 I go help you #DataAnalysis #SQLTips #ExcelTips

SQL JOINs explained like your big brother: INNER JOIN = Only matching records (like perfect couples) LEFT JOIN = All from left table + matches from right Most important for Nigerian sales data Save this. Reply 'JOINS' for practice questions. #SQLTips

SQL Tip every analyst needs: Never write SELECT * in production. Instead: SELECT CustomerName, SUM(Amount) as TotalSales FROM Sales WHERE Region = 'North' GROUP BY CustomerName; Clean queries = promotion faster. Reply 'SQL' for my free SQL roadmap. #SQLTips #DataAnalysis

SQL Tip for beginners: Never use SELECT * in production. Instead: SELECT customer_name, order_date, amount FROM sales WHERE region = 'Abuja'; Saves time + keeps your queries clean Reply 'SQL' for my beginner SQL roadmap (free) #SQLTips #DataAnalysis

Beginner Data Analysts in Nigeria, what's your biggest struggle right now? Vote and reply with why 👇 I'll help the top 2 struggles this week. #DataAnalysis #SQLTips

Quick poll for data beginners in Nigeria: What’s your biggest struggle right now? Vote and reply with your biggest pain 👇 I read every reply. #DataAnalysis #SQLTips

SQL Hack: Want to know top 5 states by sales? SELECT state, SUM(amount) as total FROM sales GROUP BY state ORDER BY total DESC LIMIT 5; Run this on your data today. Reply 'SQL' for more queries. #SQLTips #DataAnalysis"

SQL for beginners: How to find customers who bought in the last 30 days (very useful for business analysts) SELECT * FROM sales WHERE order_date >= DATE('now', '-30 days'); Simple but powerful. Reply 'SQL' if you want my full beginner SQL roadmap (free). #SQLTips #DataAnalysis

Quick poll for data beginners in Nigeria 🇳🇬 What's your biggest struggle right now? #DataAnalysis #SQLTips