What are the most commonly used tools in data analytics and their primary functions? How do tools like Excel, SQL, Python, and visualization platforms support data analysis tasks? What are the differences between open-source and commercial data analytics tools? How do these tools help in data cleaning, analysis, and visualization? Which tools should beginners focus on to start a career in data analytics?