What tools are commonly used in data analysis?
There are several tools used in data analysis, including Excel, R, Python, SQL, and Tableau. Each has its strengths.
Can you tell me more about Python and its libraries for data analysis?
Python is popular for data analysis due to libraries like Pandas for data manipulation, NumPy for numerical data, and Matplotlib for visualization.
What about R? How does it compare to Python?
R is specifically designed for statistical analysis and data visualization. It's great for complex analyses, while Python is more versatile.
Are there any tools for data visualization?
Yes, tools like Tableau, Power BI, and Matplotlib in Python are excellent for data visualization, each offering unique features.
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