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It features data transformation, network analysis, statistics, visualization of network data, chart, and a programming language based on the Python script language. Also, it enables users to import unstructured text data(e.g. news, articles, tweets, etc.) and extract words and network from text data.
30+ files (v0.9) CSV Anomaly detection: 2020 (continually updated) [329] [330] Iurii D. Katser and Vyacheslav O. Kozitsin On the Evaluation of Unsupervised Outlier Detection: Measures, Datasets, and an Empirical Study Most data files are adapted from UCI Machine Learning Repository data, some are collected from the literature.
Data mining is a particular data analysis technique that focuses on statistical modeling and knowledge discovery for predictive rather than purely descriptive purposes, while business intelligence covers data analysis that relies heavily on aggregation, focusing mainly on business information. [4]
The following analysis facilities are available in MagicDraw: The Dependency Matrix allows visualizing relationships of a large system in a compact way. Export to .csv is also available. Traceability between different levels of abstraction which makes it possible to find more specific and realizing elements, usually not from the same view. This ...
Grib display and download from many sources is free. cfGrib is a State-Of-the-Art grib parsing tool for python based on ecCodes from ECMWF. Panoply is a cross-platform application that plots geo-referenced and other arrays from netCDF, HDF, GRIB, and other datasets. WGRIB Command line based program to manipulate, inventory and decode GRIB1 files
Code generation is the process of generating executable code (e.g. SQL, Python, R, or other executable instructions) that will transform the data based on the desired and defined data mapping rules. [4] Typically, the data transformation technologies generate this code [5] based on the definitions or metadata defined by the developers.
NumPy (pronounced / ˈ n ʌ m p aɪ / NUM-py) is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays. [3]
CSVLoader is an AutoWikiBrowser plug-in that allows creating and updating articles using CSV data files. This plugin can create new articles (for example, cities or plants) or add text to existing articles (for example, add missing infoboxes). It was developed by Ganeshk. The first version of the tool was made available on 25 May 2008.