Data lineage is the process of uncovering the life cycle of data; it tries to illustrate the entire data flow, from beginning to end.
Lineage data refers to the act of understanding, recording, and visualizing data as it moves from data sources to consumers in the field of information technology.
This section covers all of the data’s transformations along the way, describing how the data was converted, what changed, and why the data changed.
In this article, we will be listing the best Data Lineage tools and everything you need to know about them.
Data lineage enables users to verify that their data is coming from a reputable source, has been converted appropriately, and has been placed into the desired location before proceeding.
When it comes to making strategic decisions that are based on reliable facts, data lineage is crucial to success. If data processes are not properly monitored, it becomes nearly impossible, or at the very least extremely costly and time-consuming, to validate the data.
In order to validate data correctness and consistency, data lineage allows users to search both upstream and downstream, from source to destination, in order to detect and rectify abnormalities in data.
Best Data Lineage Tools: Our Top Pick👌👌
OvalEdge is the first data lineage tool on our list. OvalEdge is a data governance and data catalog toolkit, according to the company. Information technology may be used to comprehend, locate, govern, and regulate data.
Additionally, the tool assists you in delivering insights in the most effective manner. OvalEdge may be used by anybody, whether they are amateurs or experts in their field.
The program operates by crawling your system database in order to collect all of the data accessible for use in creating a catalog. It indexes all of this information and creates a lineage chart that depicts the whole data cycle.
The information is also structured so that you can simply access each one and receive a data summary for easy comprehension. Tags, user names, and other identifiers can be used to make the data more personalized.
Data scientists and analysts will be able to interact more effectively with the help of OvalEdge.
Furthermore, it collaborates with a variety of data management systems, business intelligence platforms, and analytical platforms, amongst other tools and technologies. Amazon S3, Salesforce, MySQL, MongoDB, and other popular databases are examples of this.
Because it is cloud-based, this program may be accessed and used through the internet, as well as installed on Windows and Linux PCs. As a result, it is considered to be one of the greatest data lineage tools available.
Pricing for OvalEdge:-
OvalEdge has a straightforward price structure, and you must pay on a yearly basis.
Basic Plan:- $100 per month for up to three users.
Other Packages:- Pricing on an individual basis
Octopai is a software platform that automates the process of data tracing and tracking. There are elements in the tool that will assist you in finding and understanding your data. An easy-to-use data tracking tool, it’s quick and easy to use.
Because Octopai is fully cloud-based, there is no need to install anything. Companies like First Interstate Bank, QuoteWizard, CooperVision, and others rely on this software to run their operations.
Octopai is used by a wide range of professionals, including data analysts, data scientists, business intelligence managers, business intelligence developers, data engineers, and data architects.
Octopai, in truth, is a clever metadata management system that runs in the background and collects and organizes data.
As a result, users may rapidly discover metadata from a variety of systems and gain a comprehensive understanding of the whole data path. You will have no trouble locating any reports or references thanks to the straightforward search.
Octopai, as an automated program, assists in the elimination of manual data mapping. Because it is entirely cloud-based, it is simple to switch between platforms.
Notably, the product integrates well with Microsoft’s Power BI platform. It is possible to move business intelligence data from Octopai to Power BI in a smooth manner. Hence, calling it one of the most feature-rich data lineage tools would be perfect.
Pricing for Octopai:-
Octopai is a high-end data lineage tool, however, the company does not disclose its cost. First, you’ll need to book a demo, following which you’ll need to discuss your billing options with the staff.
This is a cloud-based data intelligence solution for identifying reliable data in any company. Collibra is used by a number of well-known firms, including Adobe, Honeywell, T-Mobile, and SouthWest. Collibra offers a variety of solutions, data lineage being only one of them.
The Collibra data lineage tool pulls lineage information from systems in an automated manner. It captures just the most relevant information in order to conserve resources, and it maintains the lineage up to date.
When the data is extracted, you receive a complete technical lineage that is easy to understand and visualize for business purposes.
You may do impact analysis using the tool in a variety of ways, including tables, business reports, and columns. Collibra guarantees that your data complies with a variety of standards, including GDPR, CCPA, and BCBS239, among others.
It is possible to link the Collibra data lineage tool with the Google Cloud, Amazon Web Services, Microsoft, Databricks, Snowflake, and Tableau.
Despite the fact that Collibra is a cloud-based application, you can install it on Windows and Mac PCs, as well as iPads and iPhones. When it comes to the cloud, you may access it directly through the web or as a SaaS.
Pricing for Collibra:-
Collibra is somewhat costly. The pricing for this tool, like some others, is not made public, and you must speak with a member of the support staff in order to find out how much it costs. Collibra price is often determined by the number of users.
CloverDX is one of the most popular data lineage tools. It was created to assist in the resolution of data problems. Notably, the technology is well-suited for data management in large organizations.
Additionally, CloverDX has a visual designer that is user-friendly for developers. This is especially advantageous to data newbies since it makes the entire data design process look less complicated.
The technology is perfect for data migration since it allows repeated activities to be automated, ensuring that they are performed on time every time.
In order to maintain consistency, the CloverDX lineage tool cleans and corrects data. The application is available in the cloud, on Windows and Mac PCs, as well as on mobile devices. It’s free.
CloverDX Pricing Information:-
CloverDX gives you the choice of either paying a monthly membership fee or paying a one-time fee to acquire the program. Both pricing options are not publicly available, and you must obtain a quote before making a decision on which price to accept.
However, the beginning price for purchasing the program on an ongoing basis is around $5,000. For the first 45 days, you can make use of the CloverDX tool at no cost.
Businesses of all sizes may benefit from Datameer’s data and analytics solutions. Many people and companies choose it as their data lineage tool of choice since it is simple to use and their team delivers excellent customer service.
It has two major products, Datameer Spotlight and Datameer Spectrum, both of which are data engineering solutions, which are available on the platform.
Discovering, accessing, modeling, and distributing information are all made possible by Datameer solutions. There are additional collaborative capabilities that assist data specialists in their collaboration with one another.
Datameer eliminates the need for coding in the modeling and construction of data pipelines. You can rely on the efficiency of this procedure because it is a comprehensive visual process.
Furthermore, owing to the Google-like search engine, it is quite simple to get the tools and data that you want.
This tool is also compatible with Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform cloud computing infrastructures (GCP).
Other systems with which the tool is compatible include Oracle, Qlik, Teradata, SnowFlake, and others. With all of these characteristics, it is often regarded as one of the most effective data lineage tools available.
Pricing for Datameer:-
Datameer price is determined on the software edition selected, and there are three primary editions available:
Personal Edition is available for $300 per year.
Edition for a Workgroup – $19,188 per year
Pricing for the Enterprise Edition is determined on an individual basis.
A data-wrangling program, Trifacta was introduced in 2012 and is defined as such. The technology makes it simple for data professionals to blend artificial intelligence with human intelligence in accessing, converting, and automating data pipelines, and it does so in a scalable manner.
It is a well-known tool since it is utilized by more than 10,000 businesses worldwide. Through the use of a visible and scalable data transformation solution, Trifacta aids in the acceleration of data transformations.
The visual profiles are moderately interactive; you may select the specific aspects you wish to work with as well as the modification recommendations that are offered by the profile.
This data lineage tool assures data quality by making it simple for you to discover mistakes and outliers, as well as to repair them, using one tool. Additionally, Trifacta automates data pipelines in minutes rather than hours.
This tool is compatible with virtually any cloud and open API that is currently accessible. Systems such as SQL, Python, Spark, and debt are examples of this.
Cloud-only, Trifacta connects with Amazon AWS, Microsoft Azure, and Google Cloud as well as SnowFlake and Databricks, among others. It is considered to be one of the best data lineage tools available.
Trifacta offers three different price choices, which are as follows:-
Starter Plan – $80 per month per user for the first year
Professional Plan – $400 per month per person
Enterprise Plan – Individualized pricing
Atlan is a modern data workspace for tracking data’s history, documenting it, assessing its quality, and exploring it. In addition to having an open API architecture and being easy to deploy, this program was designed for non-technical users.
With the aid of advanced search engines, you may find all of your data assets in a short period of time with Atlan.
The software’s user-friendly interface, which is simple to use and comprehend, is also worth noting. Assets such as intelligence reports and data tables may be discovered with relative ease.
The Atlan bot automatically performs data lineage on all of the data. The bot searches through SQL query history to establish a data lineage and also discovers and categorizes personally identifiable information (PII).
Data may be organized into groups using tags, metadata, and other categories. Individual individuals, as well as teams and organizations, can have their access levels controlled by you as well.
Atlan interfaces with a variety of third-party systems, such as Snowflake, Amazon S3, Amazon Redshift, Azure, Google Cloud, MySQL, Tableau, and Power BI, among others.
Pricing for Atlan:-
Atlan offers three different price options. However, because they are pay-as-you-go options, there is no fixed subscription charge associated with them. Nonetheless, they are as follows:
Atlan Starter – up to 500 data assets can be managed.
Atlan Premier – Up to 3000 data assets can be stored on one server.
Atlan Enterprise – Infinite data assets are available.
Next up on our list of the best Data lineage tools, we have Alation. This is a data intelligence software program that was introduced in 2012.
AI-driven, it may aid with data discovery, data lineage, and governance, as well as for analytics and transformation. Integration with a native cloud service – the Alation Cloud Service – allows for faster deployment of the software as a result of the integration.
Alation is equipped with a sophisticated behavioral analysis engine that uncovers the most profound findings. Anyone may use this program without difficulty thanks to the guided navigation.
An intelligent stewardship dashboard is included in the program for tracking data lineage. This strategy puts humans first, and it is possible to automate tasks such as cataloging, data classification, and stewardship.
Because of the analysis reports, you may receive a thorough look at the consequences produced by data changes, which can assist you in risk management.
You will have no problem engaging with others because the program encourages collaboration. Furthermore, the program provides quality flags, warnings, and other information automatically to assist you in making the best selections.
Among the systems that this program interfaces with are Einstein Analytics, Tableau, Kyle, and Trifacta, among others. Alation is popular among large corporations such as Pepsico, Motorola, and ComED, among others.
Pricing by Allocation:-
To take advantage of the Alation data lineage software, you must first register an account and then schedule a demonstration.
Following that, you may consult with the sales staff in order to determine an appropriate price strategy. Please keep in mind that Alation costs per feature.
Dremio is a software platform for data liberation, according to its developers. The program may be used to transfer data warehouse workloads, shift from on-premises to cloud environments, and migrate away from data warehouses, among other things.
It is a fast program that aids in the elimination of data transfer bottlenecks, allowing you to transmit huge amounts of data across different apps without difficulty.
The program works with Apache Arrow to reach this degree of speed. As a result, you may transport data up to 1000 times quicker than before.
Dremio allows you to build stronger data lineages by utilizing the most appropriate architecture.
In fact, it is interoperable with every sort of computer engine or architecture on the market today. You may update your data analytics with Dremio by utilizing a cloud data lake without impacting your current workloads.
It takes care of the two most difficult problems that businesses encounter while upgrading their infrastructure: staging and reconstructing the data pipeline.
Several platforms are supported, including Azure, AWS, Preset, Tableau, Qlik, DellEMC (for data warehouses), and Looker (for data visualization). Dremio is widely regarded as one of the most effective and best data lineage tools available.
Dremio Pricing Information:-
Dremio’s price structure is not easily discernible to the public. Nonetheless, after arranging a demo and consulting with the team, you may receive an estimate for payments that are made monthly, yearly, or for the rest of your life.
Kylo is a well-known program for creating data pipelines, developed by Teradata and launched in 2007. Among the software’s five primary functions are the following: absorbing data, preparing it, discovering it, monitoring it, and designing it. It may be used as a data lake platform, for example.
Kylo has capabilities for managing information, governing data, and protecting data, among other things. It is a significant benefit for programmers because it is free and open-source software.
Because of the product’s simple guided user interface (UI), data intake is smooth, and the program has a pipeline template system that allows it to be linked to any data source, data format, and to deploy data into any destination without requiring any configuration.
There is a transformation function for preparing data, and Kylo makes advantage of the Apache Spark framework as well.
A metadata repository incorporated within the system is used for data exploration, and the search mechanism is similar to that of Google. Kylo is equipped with cutting-edge techniques for monitoring streams.
Data profiling is automated, and the lineage process is visually represented, making it easy to comprehend for non-technical individuals to follow.
With the help of Apache NiFi, you may create new pipeline templates that will allow you to expand the capabilities of Kylo. Both systems work together without any issues. With all these features it is said to be the best data lineage tool.
Pricing for Kylo:-
Kylo is provided by Teradata under the Apache 2.0 license, which means that it is a free-to-use data lineage software solution.
Another excellent open-source data lineage software program is available here. Tokern is a tool for gathering, organizing, and evaluating the information associated with a data lake.
It’s easy to use, and you can use it to either gather metadata information on a continuous basis or as a command-line application to swiftly conduct operations on demand. Not to add that data stewards, engineers, and analysts are all familiar with the term.
Tokern gathers all data and organizes it into a single data catalog for easy access. Because of this, you will be able to handle all of your data and information in one convenient location.
You may build data lineage by programming using the APIs that are accessible, or you can just utilize the interactive graphs that are provided. The program does a scan of your whole infrastructure in order to trace data back to its source.
Tokern interfaces with Snowflake, AWS Redshift, and BigQuery to provide data lineage for its customers.
The program interacts effortlessly with any of these platforms, and you can begin the construction process by using ETL scripts or your query history to get a head start on your project.
Tokern may be quickly and simply implemented on cloud computing platforms like Google Cloud Platform, Amazon Web Services, and other similar services.
Aside from that, Tokern tracks PHI, PII, and other important data. Additionally, there is the data dictionary, which assists you in maintaining accurate data assets.
All of these characteristics combine to make it one of the most effective and best data lineage tools available.
Pricing for Tokern:-
Tokern is completely free to use. It’s possible, though, that this is due to the fact that the technology is still in its early phases, which would explain the situation.
12. SentryOne Document
SentryOne makes it simple to generate data lineage when used in conjunction with the Document program.
This program may produce data lineage from many sources in order to provide a full description of the data source and how it has been treated over the course of its existence.
Data may be imported into SentryOne Document from a range of systems, including SQL Servers, Power BI, Azure, SSAS, SSIS, Excel, and other platforms. Because the process is visible, it is simple to keep track of data dependencies across your lineage.
Managing data documentation chores becomes a piece of cake with the help of this data linkage software. Furthermore, it is accessible as cloud-based software or as desktop software.
The cloud software makes it simple to create data lineage, and because the platform is housed in the cloud, you have fewer things to worry about managing.
Aside from that, you will be able to access your data and tasks from any device with reasonable simplicity. The desktop program provides you with more administration choices, and it is extremely customizable as well. According to some, these are the finest data lineage tools.
Pricing for SentryOne Documents:-
This program is offered in three distinct versions, and you must pay for it in advance for a whole year. They are as follows:-
$ 495 per year for each user in the Essentials Version
Standard Version – $795 per year per user (standard version).
Premium version – $1,209 per user per year ($4,650 for five users and $8,799 for ten)
13. Axon Data Governance
The Informatica product Axon Data Governance is used to manage data governance. There are many areas where it may be used, the most important of which being data governance and data lineage.
In order to help enterprises offer reliable data, the software was established. Automated data finding, sharing, and quality evaluation are made easier with the use of artificial intelligence-driven platforms.
The Axon Data Governance Tool provides you with access to a curated data marketplace where you can rapidly identify the most appropriate data for the needs of your business, saving you time and effort. Furthermore, you may use this tool to construct a data dictionary of your own.
The visualization of data lineage using the Axon Data Governance Tool is demonstrated. Automatic monitoring and measurement of data quality are performed by the program using definitions from your data dictionary.
If you are concerned about security, you may rely on the risk and change impact assessment performed by this program to protect your personal information.
Pricing for Axon Data Governance Services:-
Axon Data Governance, like other Informatica products, is sold on a private market basis. You have the chance to test the product for free, following which you may negotiate the price with their Sales Representative to determine what you should pay.
Your data may be transformed into a significant business asset with the help of truedat. Developed by Bluetab Solutions as open-source software, the program may be downloaded for free.
It is effective for a variety of applications, including cloud ingestion, data lake governance, data quality, and others. Truedat is used by some of the world’s most prestigious companies, including LaLiga, Telcel, BMN, Naturgy, and Bankia.
Using Truedat, you may get an integrated solution for end-to-end data governance that covers data lineage as well as data quality in one integrated package.
Furthermore, the program allows you to convert from a technical view to a straightforward commercial view, making it suitable for both novices and professionals.
In addition to creating a business lexicon for future reference, there are global search capabilities available to quickly locate data items.
The Truedat platform integrates with a number of third-party technologies, including MicroStrategy, Google BigQuery, Microsoft Azure, Oracle, Hive, Power BI, Amazon Redshift, S3, and others, in order to provide a comprehensive data management solution for businesses.
Truedat Pricing Information:-
Truedat is a completely free tool to utilize.
There are several data lineage tools available, but only the best ones with the appropriate capabilities should be used. We’ve done the legwork for you, as we’ve compiled a list of the 15 finest data lineage tools for the year 2021.
With any of these technologies, you’ll be able to properly audit data all the way from its place of origin to its point of destination.