Extract, transform, load tools

SPSS Statistics is a statistical software suite developed by IBM for data management, advanced analytics, multivariate analysis, business intelligence, and criminal investigation. Long produced by SPSS Inc., it was acquired by IBM in 2009. Versions of the software released since 2015 have the brand name IBM SPSS Statistics.

statistical software

procedure for copying data from one or more sources, then transforming the data at the source system, and lastly copying into a destination system which represents the data differently from the source(s)

OpenRefine is an open-source desktop application for data cleanup and transformation to other formats, an activity commonly known as data wrangling. It is similar to spreadsheet applications, and can handle spreadsheet file formats such as CSV, but it behaves more like a database.

Stata (, , alternatively , occasionally stylized as STATA) is a general-purpose statistical software package developed by StataCorp for data manipulation, visualization, statistics, and automated reporting. It is used by researchers in many fields, including biomedicine, economics, epidemiology, and sociology.

KNIME (), the Konstanz Information Miner, is a data analytics, reporting and integrating platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining "Building Blocks of Analytics" concept. A graphical user interface and use of Java Database Connectivity (JDBC) allows assembly of nodes blending different data sources, including preprocessing (extract, transform, load (ETL)), for modeling, data analysis and visualization with minimal, or no, programming. It is free and open-source software released under a GNU General Public License.

Pentaho is the brand name for several data management software products that make up the Pentaho+ Data Platform. These include Pentaho Data Integration, Pentaho Business Analytics,  Pentaho Data Catalog, and Pentaho Data Optimiser.

Informatica Inc. is an American software development company founded in 1993 by Gaurav Dhillon and Diaz Nesamoney. Based in Redwood City, California, its core products include enterprise cloud data management and data integration.

Business Objects (BO, BOBJ, or BObjects) was an enterprise software company, specializing in business intelligence (BI). Business Objects was acquired in 2007 by German company SAP. The company claimed more than 46,000 customers in its final earnings release prior to being acquired by SAP. Its flagship product was BusinessObjects XI (or BOXI), with components that provide performance management, planning, reporting, query and analysis, as well as enterprise information management. Business Objects also offered consulting and education services to help customers deploy its business intelligence

a component of Microsoft SQL Server

Pimcore is an enterprise PHP software platform for product information management (PIM), master data management (MDM), customer data management (CDP), digital asset management (DAM), content management (CMS), and digital commerce.

Alteryx, Inc. is an American computer software company founded in 1997 by Dean Stoecker. It is based in Irvine, California and develops products using data science and analytics. It was acquired by private equity companies in December 2023.

Microsoft database tool