✅ Top Skills Every Data Analyst Should Master 📊🧠

1️⃣ Excel
⦁ Formulas (VLOOKUP, INDEX-MATCH)
⦁ Pivot Tables, Charts, Conditional Formatting
⦁ Data Cleaning & Analysis

2️⃣ SQL
⦁ SELECT, JOINs, GROUP BY, HAVING
⦁ Subqueries, CTEs, Window Functions
⦁ Extracting and analyzing relational data

3️⃣ Data Visualization
⦁ Tools: Power BI, Tableau, Excel
⦁ Dashboards, filters, slicers, KPIs
⦁ Clear, insightful visuals

4️⃣ Python
⦁ Libraries: Pandas, NumPy, Matplotlib, Seaborn
⦁ Data cleaning, wrangling, EDA
⦁ Basic automation and scripting

5️⃣ Statistics
⦁ Mean, median, mode, standard deviation
⦁ Probability, distributions
⦁ Hypothesis testing, A/B Testing

6️⃣ Business Understanding
⦁ Know key metrics: revenue, churn, CAC, CLV
⦁ Interpret data in business context
⦁ Communicate insights clearly

7️⃣ Critical Thinking
⦁ Ask the right questions
⦁ Validate findings
⦁ Avoid assumptions

8️⃣ Communication Skills
⦁ Report writing
⦁ Presenting insights to non-technical teams
⦁ Storytelling with data

💬 React ❤️ for more!