{"repo":"jtablesaw/tablesaw","free":true,"listed":false,"github":"https://github.com/jtablesaw/tablesaw","clone":"git clone https://github.com/jtablesaw/tablesaw.git","description":"Java dataframe and visualization library","language":"Java","stars":3761,"topics":["dataframe","data-frame","java","java-dataframe","visualization","plotting","statistics","chart","machine-learning","statistical-analysis"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Tablesaw ======= Overview Tablesaw is a dataframe and visualization library that supports loading, cleaning, transforming, filtering, and summarizing data. If you work with data in Java, it may save you time and effort. Tablesaw also supports descriptive statistics and can be used to prepare data for working with machine learning libraries like Smile, Tribuo, H20.ai, DL4J. Tablesaw features Data processing & transformation Import data from RDBMS, Excel, CSV, TSV, JSON, HTML, or Fixed Width text files, whether they are local or remote (http, S3, etc.) Export data to CSV, JSON, HTML or Fixed Width files. Combine tables by appending or joining Add and remove columns or rows Sort, Group, Filter, Edit, Transpose, etc. Map/Reduce operations Handle missing values Visualization Tablesaw supports data visualization by providing a wrapper for the Plot.ly JavaScript plotting library. Here are a few examples of the new library in action. ------------------------------------------------------------ ------------------------------------------------------------ ------------------------------------------------------------ Statistics Descriptive stats: mean, min, max, median, sum, product, standard deviation, variance, percentiles, geometric mean, skewness, kurtosis, etc. Getting started Add tablesaw-core to your project. You can find the version number for the latest release in the release notes: You may also add supporting projects: - tablesaw-beakerx - for using Tablesaw inside BeakerX - ta","default_branch":null,"files":null,"tree":[],"storefront":"/r/jtablesaw","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/jtablesaw/tablesaw/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}