CluBear: A Subsampling Package for Interactive Statistical Analysis with Massive Data on A Single Machine
Methodology
2023-12-29 v1 Software Engineering
Applications
Abstract
This article introduces CluBear, a Python-based open-source package for interactive massive data analysis. The key feature of CluBear is that it enables users to conduct convenient and interactive statistical analysis of massive data with only a traditional single-computer system. Thus, CluBear provides a cost-effective solution when mining large-scale datasets. In addition, the CluBear package integrates many commonly used statistical and graphical tools, which are useful for most commonly encountered data analysis tasks.
Keywords
Cite
@article{arxiv.2312.17065,
title = {CluBear: A Subsampling Package for Interactive Statistical Analysis with Massive Data on A Single Machine},
author = {Ke Xu and Yingqiu Zhu and Yijing Liu and Hansheng Wang},
journal= {arXiv preprint arXiv:2312.17065},
year = {2023}
}