Introduction to Extract, Transform & Load Tools in 2023
One of the biggest hallmarks of today’s modern world is the existence of data everywhere in this technology-driven society. And since people deal with data everywhere, it is an inseparable part of everyone’s daily life. Organizations collect data on their customers, products & services and customer queries & complaints, etc. Now, for the collection and analysis of a significant amount of data, we use the ETL tools. Companies all over the world are using Extract, Transform, & Load (ETL) tools. These tools help to format, pass and store data within the systems. The basis of ELT tools is to support processes like extraction of data from different sources, scrubbing and refining data for consistency & high quality, and then storing the data into several data groups.
People implement the data management strategies enforced by using ETL tools, resulting in the final output. This process also includes improving the quality of the data by ensuring a standardized method.
Top ETL Tools
ETL Tool: Integrate.io
This is a cloud-type ETL tool provider that provides a 14-day free trial version and a flexible paid plan. It is a popular low-code data integration software with numerous features and many connectors to help manage lots of data.
IBM DataStage
This ETL tool has a free trial and available paid plans. The tool helps support ETL models. It also helps to support the integration of data across various sources. Moreover, this till is also present in a cloud-enabled version.
Oracle Data Integrator
The price of the tool is based on the asking price on request. As an enterprise, this platform is designed to manage and maintain the integration of data across organizations. ODI helps to support the full scope of data integration requests. Moreover, you can also use the tool for completing parallel tasks to process data faster. Also, this ETL tool helps to integrate with Oracle GoldenGate and Oracle Warehouse Builder.
ETL Tool: Fivetran
If we talk about the pricing of the software packages, we find that it charges 60 dollars per month for the standard select plan and then doubles that to 60 dollars per month for the starter plan. For an enterprise, the package charges 240 dollars per month.
Fivetran is known for providing data security and data replication services and continuous 24/7 support. This is also one of the popular ETL tools. With other features, many actually like Fivetran compared to many other tools.
Coupler.io
This is specially designed as a cloud software tool. As a data analytics tool, Coupler.io allows organizations to use their data quite efficiently. Moreover, the ETL tool helps with the collection, transformation, and analysis of data. System data can be imported into spreadsheets for better efficiency. As a special feature, the tool can also assist to make reporting automatic through the renewal of data. With the development of live dashboards, the software can be used to gather and track business KPIs. Coupler.io can build custom connectors and offer data analytical services.
ETL Tool: SAS Data Management
This ETL tool is also for enterprises. SAS Data Management has been noticed to work efficiently in different computer environments and databases. Moreover, the software is known for producing compelling visualizations after integrating data with data modeling tools.
Talend Open Studio
Among the paid ETL tools, Talend Open Studio is free with the open-source type of software.
This open-source tool has been designed for building data pipelines in a short period. Since the tool possesses built-in connectors, you can easily pull information from different places like Database management systems and SaaS platforms.
Singer
The singer is the second one on our list as free software. This tool also comes with open-source technology for data-transferring purposes. The link between data extraction and data loading scripts is defined by Singer and those scripts utilize JSON to access any programming language and support rich data types.
Hadoop
Hadoop is another free open-source software. You can use the Hadoop YARN module to support job scheduling. The software has the Apache Hadoop Software library prepared to support the processing of large sets of data.
AWS Glue
This is the ETL tool managed by Amazon. The type of this tool is cloud and it has both free & paid plans. AWS glue is a cloud-based service that can support visual and also support technical and non-technical business-based users. The software also provides several features like AWS Glue Data Catalog for data finding purposes and AWS Glue Studio for visualization.
Conclusion
There are so many different types of tools available for use. Now, each has specific characteristics. But not all of them have the best features. So, you need to find the best tool for your particular work from the very big list of popular ETL tools. If you have an enterprise, then you should select software specifically designed for the enterprise for the best performance.
