Data Mapping is the procedure of matching or associating source data to target data. Data mapping is mainly utilized in data integration, data warehousing, data migration, and data transformation. Thus, data mapping is a crucial step in the data management process. And this data mapping is done by data mapping tools. So, it is necessary for you to use a powerful data mapping tool to get the best results. But there are numerous data mapping tools available online, which means you need to choose the best among these data mapping tools. And in this selection of best tool, our list of top 10 data mapping tools given below will help you.
1. Xplenty
Xplenty is one of the best and popular cloud-based data integrations, ETL & ELT platforms. It will allow you to make simple and visualized data pipelines to your data warehouse and also allow you to integrate data from about more than 100 datastores & SaaS apps. Xplenty can also integrate data with several sources, such as SQL data stores, NoSQL databases, etc.
2. CloverDX
CloverDX is an open architecture platform that permits you to code for data jobs whenever needed. It offers a set of pre-built transformation components and is completely suitable for doing simple as well as complex tasks. With CloverDX, you can also schedule, monitor, and manage complex workflows.
3. Altova
Altova is another excellent data mapping tool. It can be utilized for data mapping & integration of any data. Altova is capable of performing any mapping for data types, such as XML, JSON, XBRL, text & flat files, EDI, SOAP & REST web services, etc. It also has an extensible library of data processing & conversion functions.
4. Pimcore
Pimcore is an open-source data management platform that is completely developed in PHP. It is one of the great enterprise-level data mapping tools for content management, digital commerce, customer management, etc. Pimcore provides easy & quick data imports from formats, like CSV, XML, XLSX, JSON, and map data without the need to write any code.
5. IBM InfoSphere
IBM InfoSphere is an efficient data mapping tool that permits professionals to process massive volumes of complex data. It provides you with a comprehensive set of tools for data management, including ETL, data quality management, and master data management. IBM InfoSphere also has the ability to map data across several systems.
6. Pentaho
Pentaho provides ETL solutions to enterprises that require automatic data mapping & loading of data from a source to its destination. It provides a highly interactive, user-friendly, no-code GUI. With Pentaho, you will also be able to switch flawlessly between execution engines, such as Apache Spark and Pentaho.
7. DBConvert
DBConvert is one of the best data mapping tools that provide synchronization software & database migration to replicate and convert your data between the most common databases, such as DB2, MS Access, MySQL, SQLite, PostgreSQL, Oracle, Firebirds, and SQL Server. DBConvert also carries out data replication between several cloud platforms, such as Google Cloud SQL, AWS, MS Azure SQL, and Aurora.
8. Etlworks Integrator
Etlworks Integrator data mapping tool worked as an easy-to-use and powerful cloud data mapping platform. This tool functions with any size & type of semi-structured & structured data. It also permits users to build & manage complicated data integration scenarios effortlessly.
9. HVR
HVR data mapping tool enables its users to move massive volumes of data quickly in hybrid environments for real-time analytics. This data mapping tool permits users to validate that their data is accurate & in sync, and it alerts them when an issue arises. You can use HVR easily on several operating systems, such as Windows, Solaris, Linux, and IBM AIX.
10. Centerprise Data Integrator
Centerprise Data Integrator is a fantastic data mapping tool for small, medium, and large businesses. With Centerprise, users can easily automate complex repetitive tasks in the data mapping process, such as workflow automation, job scheduling, and event-based triggers.
