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The difference between Data Science, Machine Learning, and Data Analysis in the most simple words! In Data Science, Bar charts and pie charts are both popular tools for data visualization, but they serve different purposes and are best suited to different types of data. Here's a list of all the Data Science tools used in the industry including their alternatives that are used in the industry.