ydata-profiling (free) Download Full | **UPDATE

ydata-profiling Free Download

ydata-profiling is a free, open-source tool that can be used to profile and visualize large datasets. It is written in Java and is available for download from the GitHub repository. ydata-profiling is released under the Apache License, Version 2.0. ydata-profiling can be used to profile a variety of data sources, including CSV files, JSON files, and Parquet files. It can also be used to profile data from a variety of databases, including MySQL, PostgreSQL, and Oracle. ydata-profiling provides a variety of features, including:

* **Data profiling:** ydata-profiling can be used to profile a variety of data types, including numeric data, categorical data, and text data. It can also be used to identify missing values and outliers. * **Data visualization:** ydata-profiling can be used to visualize data in a variety of ways, including histograms, scatterplots, and boxplots. This can help you to identify trends and patterns in your data. * **Data cleaning:** ydata-profiling can be used to clean data by removing duplicate values, filling in missing values, and converting data types. This can help you to improve the quality of your data.

ydata-profiling: ydata-profiling primary goal is to provide a one-line Exploratory Data Analysis (EDA) experience in a consistent and fast solution. Like pandas df.describe() function, that is so handy, ydata-profiling delivers an extended analysis of a DataFrame while allowing the data analysis to be exported in different formats such as html and json.