Top Tools and Technologies Used in Data Analytics

Data analytics leverages several key tools and technologies. Python is a popular programming language used for data manipulation and visualization with libraries like Pandas and Matplotlib. R is favored for statistical analysis with packages like ggplot2 and dplyr. SQL is essential for querying and managing relational databases. Tableau offers powerful data visualization and dashboard capabilities. Power BI, developed by Microsoft, provides interactive business intelligence and reporting features. Apache Spark is used for handling and processing large-scale data efficiently. Excel remains a widely-used tool for performing basic data analysis and visualizations.

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