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WiseData is an AI Assistant for Python Data Analytics designed to make data analysis easier and faster. The tool allows users to gain insights about their data through various data analysis techniques, and helps to identify patterns and trends. WiseData is a web-based tool and requires no installation or software downloads. WiseData emphasizes on protecting user data privacy by not sending any data that users are analyzing to WiseDataServer. Any actions that users interact with WiseData server only uses the metadata of the data such as column names. The transmitted prompts and suggestions are further protected by encrypting the data in transit using TLS and at rest using AES-256. WiseData caters to a wide range of users that work with data, including data scientists, analysts and engineers. It offers a free-to-use version and has a user-friendly interface making it accessible for novice users who are new to data analysis. The tool allows users to import data from CSV and Excel files, and supports popular Python data analysis libraries such as Pandas, Numpy, SciPy and Scikit-Learn. It offers data summarization, visualization, cleaning, and wrangling, as well as statistical analysis and machine learning. WiseData provides an extensive library of data visualization options that are customizable to meet specific user needs. WiseData also provides detailed documentation on how to use the tool, and supports community-driven learning through its user community.
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