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What is dbt?

The practices of version control, quality assurance, documentation, and modularity facilitate collaboration among data teams in a manner akin to that of software engineering groups. It is essential to treat analytics inaccuracies with the same degree of urgency as one would for defects in a functioning product. Much of the analytic process still relies on manual efforts, highlighting the need for workflows that can be executed with a single command. To enhance collaboration, data teams utilize dbt to encapsulate essential business logic, making it accessible throughout the organization for diverse applications such as reporting, machine learning, and operational activities. The implementation of continuous integration and continuous deployment (CI/CD) guarantees that changes to data models transition seamlessly through the development, staging, and production environments. Furthermore, dbt Cloud ensures reliability by providing consistent uptime and customizable service level agreements (SLAs) tailored to specific organizational requirements. This thorough methodology not only promotes reliability and efficiency but also cultivates a proactive culture within data operations that continuously seeks improvement.

What is Microsoft Power Query?

Power Query offers an intuitive approach for connecting to, extracting, transforming, and loading data from various origins. Functioning as a powerful engine for data manipulation, it boasts a graphical interface that makes the data retrieval process straightforward, alongside a Power Query Editor for applying any necessary modifications. Its adaptability allows for integration across a wide array of products and services, with the data storage location being dictated by the particular application of Power Query. This tool streamlines the extract, transform, and load (ETL) processes, catering to users' diverse data requirements. With Microsoft's Data Connectivity and Data Preparation technology, accessing and managing data from hundreds of sources is made simple in a user-friendly, no-code framework. Power Query supports a wide range of data sources through built-in connectors, generic interfaces such as REST APIs, ODBC, OLE, DB, and OData, and it even provides a Power Query SDK for developing custom connectors to meet specific needs. This level of flexibility enhances Power Query's value, making it an essential resource for data professionals aiming to optimize their workflows and improve efficiency. As such, it empowers users to focus on deriving insights from their data rather than getting bogged down by the complexities of data handling.

Media

Media

Integrations Supported

Amazon Redshift
Databricks Data Intelligence Platform
Snowflake
Adobe Acrobat
GitHub
Google Cloud BigQuery
Grouparoo
Hadoop
Hex
Microsoft Dynamics 365
Mixpanel
Palantir Foundry
Paxata
Projectplace
Quaeris
SAP HANA
Strategy ONE
TeamDesk
definity

Integrations Supported

Amazon Redshift
Databricks Data Intelligence Platform
Snowflake
Adobe Acrobat
GitHub
Google Cloud BigQuery
Grouparoo
Hadoop
Hex
Microsoft Dynamics 365
Mixpanel
Palantir Foundry
Paxata
Projectplace
Quaeris
SAP HANA
Strategy ONE
TeamDesk
definity

API Availability

Has API

API Availability

Has API

Pricing Information

$50 per user per month
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

dbt Labs

Date Founded

2016

Company Location

United States

Company Website

www.getdbt.com

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

powerquery.microsoft.com/en-us/

Categories and Features

ETL

Data Analysis
Data Filtering
Data Quality Control
Job Scheduling
Match & Merge
Metadata Management
Non-Relational Transformations
Version Control

Categories and Features

Data Preparation

Collaboration Tools
Data Access
Data Blending
Data Cleansing
Data Governance
Data Mashup
Data Modeling
Data Transformation
Machine Learning
Visual User Interface

ETL

Data Analysis
Data Filtering
Data Quality Control
Job Scheduling
Match & Merge
Metadata Management
Non-Relational Transformations
Version Control

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