✅ 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!