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Data keeps piling up and data scientists can do so much with the data.
However, data as it exists is of no use to them.
Businesses can make very little sense of data in its raw form.
This is where Data Curation comes in.
Data Curation can manage the data in such a way that data scientists and data analysts can make use of it to churn out business insights.
This is why thereâs a growing emphasis on leveraging the power of Data Curation.
Wondering how Data Curation can be done and what kind of tools you can make use of?
No worries.
We have put together an authoritative list of Data Curation tools which you can capitalize on.
Letâs plunge right inâŠ
List of Best Data Curation Tools:
- Alation
- Talend
- Stitch Data
- Informatica
- Ataccama ONE
- Alteryx
1. Alation
If you are looking for a tool which everyone in your company can use and discover the data they want so that they can work together, you have found it! Alation is the perfect catalog for your data. It automates the process of indexing the data by its source. Moreover, it compiles a lot of insights regarding your data.
Key features:
- Why Alation stands out because it gathers metadata on datasets which are up for analysis.
- The reason why it works so well for you is that it enables you to annotate the datasets or even carry out discussions which run into threads. This means that it will take a more fundamental way towards data governance and let users act more proactively in terms of contributing their own knowledge to the data catalog.
- Working with lots of different kinds of data is that, unlike extract, transform, load (ETL) tools (Not sure what it means)
2. Talend
Talend is an amazing open source solution. It offers excellent data integration software products which can help integrate, cleanse, mask and profile data.
Key features:
- Talend has got that GUI that allows you to manage a huge number of source systems by making use of standard connectors.
- Talend is also great because of it's Master Data Management (MDM) functionality
- Talend is exceptional as a data curation tool because it provides a reliable and accurate perception of key enterprise data.
3. Stitch Data
When it comes to a solution for rapidly moving data, Stitch Data is regarded as a great tool because itâs a cloud-first and developer-centered platform.
Key features:
- Stitch Data performs exceptionally well because it comes equipped with dozens of data sources on and off the cloud. It is also good at moving data into Amazon Redshift, S3, BigQuery, Panoply, PostgreSQL, and more.
- It enables fairly easy scheduling for data replication.
- It can carry out effective error handling and alerting with automated resolution when possible.
- Itâs got an API and JSON framework which can help you glide data into a data warehouse in a programmatic way.
- Stitch Data is a managed cloud service that offers automatic scaling and enterprise-grade SLAs.
4. Informatica
Informatica stands out because it provides a variety of products when it comes to ETL, data masking, data quality, data replica, data virtualization, master data management, etc.
Key features:
- It offers cloud-based performance which is quite improved and is highly scalable.
- It also comes across as an end-to-end platform as it provides embedded data integration, data quality, process management, etc.
- To use it, you donât need to have technical knowledge and background. It is designed to be used by non-technical users when it comes to master data management and workflows.
- Itâs a great tool because it merges and cross-references data from new types and sources.
5. Ataccama ONE
Since AI has its impact on everything, Data Curation is no exception. Ataccama ONE is an AI-driven data curation tool that combines collaborative data stewardship, a reliable data processing engine, machine learning, multiple deployment options, and enterprise-proven capabilities.
Key features:
- Ataccama ONE is a unique tool for the fact that it makes the whole configuration process simple and automated. It also includes automated metadata discovery, automated project configuration, and evaluation results.
- Itâs also a great tool because it comprises machine learning based data curation, cleaning, and classification.
- It comes pre-configured with built-in rules for MDM for typical domains such as customer, contact, and product.
- It offers excellent data integration and transformation provisions for data engineers, data scientists, and DevOps and business users.
6. Alteryx
When it comes to discovering, preparing and analyzing all your data, Alteryx is the tool for you. It is also great at deploying and sharing analytics in a scalable manner for richer insights at a lightning pace.
Key features:
- Alteryx is a great tool because it gives you the freedom to draw your data from multiple sources such as spreadsheets, cloud or on-premise data stores, AWS and Salesforce.
- With this tool, you can easily and effectively access, blend and clean data from any source.
- Itâs a simple drag-and-drop interface that anybody can use.
- It enables you to create custom workflows in order to save and share data across the organization. It includes a public analytics gallery as well.
- You can get the datasets you want from Microsoft Power BI, Qilk and Tableau delivered through it.
- It is designed in such a way that it has got data and analytic workflows packaged into applications. Moreover, you can share and publish these applications as you wish.
Conclusion
As it is evident, data curation is here to stay.
You can ignore it at your own peril.
While you are going to use the power of data curation, you might as well harness the best possible tool for your specific requirements.
As you can see, each tool has its unique features that can cater to specific requirements. Thereâs no single tool that can boast of being perfect or best. It will depend on your respective needs based on which you need to identify the right tool for you.
Hope this compilation here will help you select the right one.
So choose the right tool and leverage the power of data curation to the fullest!
Six of the Best Data Curation Tools (in 2019) was originally published in Hacker Noon on Medium, where people are continuing the conversation by highlighting and responding to this story.
Disclaimer
The views and opinions expressed in this article are solely those of the authors and do not reflect the views of Bitcoin Insider. Every investment and trading move involves risk - this is especially true for cryptocurrencies given their volatility. We strongly advise our readers to conduct their own research when making a decision.