Instant Clue: A Software Suite for Interactive Data Visualization and Analysis.
Instant Clue: A Software Suite for Interactive Data Visualization and Analysis.
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DOI：
10.1038/s41598-018-31154-6
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发表时间：
2018-08-23
影响因子：
4.6
通讯作者：
Krüger M
中科院分区：
文献类型：
--
作者：
Nolte H;MacVicar TD;Tellkamp F;Krüger M
现代高通量仪器的发展和核心设施基础设施的改善导致了大量科学数据的积累。然而，对于大多数科学家来说，数据的综合分析和可视化超出了他们的专业知识。为了减少这一障碍，我们开发了一个名为Instant Clue的软件套件，帮助科学家可视化分析数据，并从高维数据集中获得对生物过程的见解。Instant Clue结合了可视化和统计分析的功能，使用直接的拖放方法，使软件非常直观。此外，它还提供了一个全面的统计工具组合，用于系统分析，如降维，（无）监督学习，聚类，多块（组学）集成和曲线拟合。图表可以高度灵活地组合成一个主要的数字模板，供科学出版物直接使用。尽管Instant Clue的开发考虑到了组学科学，但用户可以分析从低维到高维的任何类型的数据集。该开放源码软件可用于Windows和Mac OS（www.instantclue.uni-koeln.de），并附有详细的视频教程系列。
The development of modern high-throughput instrumentation and improved core facility infrastructures leads to an accumulation of large amounts of scientific data. However, for a majority of scientists the comprehensive analysis and visualization of their data goes beyond their expertise. To reduce this hurdle, we developed a software suite called Instant Clue that helps scientists to visually analyze data and to gain insights into biological processes from their high-dimensional dataset. Instant Clue combines the power of visual and statistical analytics using a straight forward drag & drop approach making the software highly intuitive. Additionally, it offers a comprehensive portfolio of statistical tools for systematic analysis such as dimensional reduction, (un)-supervised learning, clustering, multi-block (omics) integration and curve fitting. Charts can be combined with high flexibility into a main figure template for direct usage in scientific publications. Even though Instant Clue was developed with the omics-sciences in mind, users can analyze any kind of data from low to high dimensional data sets. The open-source software is available for Windows and Mac OS (http://www.instantclue.uni-koeln.de) and is accompanied by a detailed video tutorial series.
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