THE 2026 DATA ANALYST ROADMAP (Summary) 👇 PHASE 1: THE FOUNDATION (Months 1-3) Focus: Competence, not perfection. ✅ Excel: Pivot Tables, XLOOKUP, Conditional Formatting. ✅ SQL: The heart of analytics. Joins, Aggregations, Window Functions. ✅ BI Tool: Pick one (Power BI or Tableau) and master visualization. ✅ Python/R: Focus on data manipulation (Pandas) and cleaning. PHASE 2: THE 2026 EDGE (Months 4-6) Focus: Differentiating yourself from the crowd. 🚀 AI Augmentation: Learn to use ChatGPT/Claude to write code, debug, and brainstorm. 🚀 Domain Knowledge: Pick an industry (Finance, Healthcare, E-com) and learn their KPIs. 🚀 Data Storytelling: Don't just show charts; tell the business what to do next. PHASE 3: THE PORTFOLIO THAT HIRES Focus: Showing impact. 📂 Project 1 (The Messy Reality): Find a "dirty" dataset and document the cleaning process. 📂 Project 2 (The Specialist): A domain-specific analysis solving a business problem.