Open Source Data Lineage Tools — 5 Popular to Consider in 2023

The contemporary organization mines over 400 distinct data sources for insights that strengthen its competitive advantage. However, the intricacy continues after the point when data is created.

To gain significant insights from raw data, businesses must extract it from its source, convert it (clean and aggregate it) & then put it into a data warehouse or BI tool, which is delivered to data scientists for analysis.

Enterprises would be flying blind without a data lineage tool that illuminates the data flow via the complex ecosystem of interconnected data flows. In this post, we will go over why you need these tools & which five data lineage solutions are most promising in 2023.

So, let’s get started!

Data lineage tools - reasons you need them!

Various benefits and demands drive the development of data lineage tools.

Improved data governance – Clear governance rules and procedures provide companies with reflection, control, and operational clarity for handling sensitive data, which is critical for modern enterprises that deal with large amounts of data.

Simplified regulatory compliance – Legislative standards such as GDPR and data privacy laws can be extremely difficult to comply with if you need data lineage tools to guide you across all of the interfaces and locations in your data platforms where personal data resides.

Detailed impact analysis – Data issues are frequently detected downstream during business reporting rather than upstream in the data operations where the problem is made.

Data scientists, analysts, and BI reporters come upon missing, corrupted, or incorrect data when looking for insights. Using data lineage tools, you may map every phase of the data transition and trace errors back to their source. As a result, it speeds up mistake eradication and results in faster and improved data quality.

Improved data quality – Recognizing how business data values were formed throughout the data pipelines can help you analyze the data you deal with more effectively. The interpretability provided by data lineage software improves decision-making precision and consistency and the dependability of your data analytics to drive company operations.

Simpler migrations – Successful on-premise to cloud migration (or vice versa) will not disrupt corporate operations. To migrate data across systems, data operations engineers map all the workflow data taken to replicate the identical design in the new site.

Implementing any data lineage tools on the market should cover the benefits outlined. Still, each has limitations you must overcome before getting to the beneficial aspect of simplified data lineage.

5 best data lineage tools of 2023:

Several Automated Data Lineage Tools on the market give Data Lineage functions, but the ones listed below are the best and provide efficiency and trust.

OvalEdge

OvalEdge is a data governance tool. It can comprehend, locate, control, and regulate data. Furthermore, the system helps you in offering authentic insights efficiently. OvalEdge is suitable for both beginners and experienced users.

The app collects all accessible data from your system database to produce a catalog by crawling it. It indexes all of this data and creates a lineage that depicts the whole data cycle. Furthermore, the data is structured so you can access each and obtain a summary for better comprehension. Tags, user names, and other indicators can be used to customize the data.

Data scientists and analysts can effortlessly interact using OvalEdge. Furthermore, it collaborates with several data management systems, business intelligence platforms, and analytical platforms. Amazon S3, MySQL, Salesforce, MongoDB & others could be more resources. Since it’s cloud-oriented, this tool can be accessed online or installed on Windows and Linux systems.

AtlanCollibraOctopaiTokernThe bottom line:

Several data lineage devices are on the market, but only the best ones with the necessary characteristics should be used. So we have done the legwork by identifying the top five data lineage tools for 2023.

Any of these tools will allow you to audit data from its origin to its present endpoint properly. Are you looking for more enterprise data management solutions? Techmobius can help! Reach out to us today!

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