Alteryx vs dbt: diferenças e vantagens

Currently, there are several tools designed to deal with data , each with its own advantages and disadvantages depending exclusively on the problem that needs a solution.

Two tools that are gaining more and more prominence in the data world are dbt and Alteryx . Here, you will discover the main differences between them and their advantages .

This way, you will be able to decide and choose the most suitable software for your situation.

Have a great read!

dbt: transforming data and teams

Two tools that are gaining more and more prominence in the data world are dbt and Alteryx . Here, you will discover the main differences between them and their advantages .

Let's start with dbt.

dbt ( data building tool ) is the open source data transformation tool developed by dbtLabs , which arrived on the market with the aim of simplifying the transformation process using just one programming language : SQL .

Furthermore, it is one of the instruments chosen by data driven companies that operate with a modern data infrastructure model .

Despite being relatively new, dbt is gaining more and more space. And this is because, in addition to being free , it is an easy-to-use tool with extremely important functions for the proper functioning of analytics processes , such as:

• testing functions , in which the quality of data, integration and code performance is checked;
• deploy functions , which allow you to publish your repositories publicly or privately;
• documentation functions , which generate project documents automatically, recording all changes made and with the possibility of sending documentation with the deployment.

Thus, dbt emerges as one of the main tools for data transformation.

And the advantages that stand out are:

• easy usability for those who are not data professionals
• flexibility in data modeling
• possibility of creating data change history
• applying version control in a simple way
• open source and customizable
• possibility of connecting to different databases
• data quality testing
• low learning curve
• integrated documentation

To learn more about dbt , its operation and application, check out our exclusive text about the tool by clicking here .

Alteryx: Discoveries and Decisions with Data Analytics

Alteryx , unlike dbt , is a data analytics platform .

With little or no code used, the tool aims to unify areas such as analytics, data science and Process automation in one place to accelerate the company's digital transformation .

A leader when it comes to automating analytics processes , Alteryx is an alternative for those looking to develop a data culture in their enterprise without needing an experienced team.

However, as it offers many process options on a single platform, the amount to be paid is around five thousand dollars per year per user.

The good thing is that Alterxy 's license catalog is large, covering individual and corporate operations.

Among the main functions of the tool, we have:

• monitoring of all stages , such as extraction, preparation, transformation and analysis;
• automation of analytical processes , such as data transformation and cleaning;
• visual analysis of all stages of the process;
• predictive modeling , covering different types of analysis, such as neural networks and decision trees;
• spatial analysis insights , for optimizing marketing campaigns, logistics and sales territories;
• producing and sharing results easily and quickly;
• publishing applications without the need for code;
• access to any data sources , from ERPs, cloud, on-premises databases and spreadsheets.

And one disadvantage that Alteryx presents is that it is not a cloud-based tool in nature.

In other words, the software needs to be installed on your computer, local server or cloud server, which can add costs related to hardware, server licenses or cloud solution fees.

Alteryx vs dbt: what now?

For you to better understand the differences between the two tools and their main advantages, let's recap.

While dbt aims to solve problems related to the data transformation stage , Alteryx seeks to solve issues at all stages of the data analysis process with an all-in-one approach .

It's up to you and your team to decide which of the two options best meets your company's needs.

If you have any questions, contact our experts! 😉