dbt vs. TIBCO Tibbr

The prerequisite is that you have a supported database/data warehouse and have already found a way to ingest your raw data. Then dbt is very well suited to manage your transformation logic if the people using it are familiar with SQL. If you want to benefit from bringing engineering practices to data, dbt is a great fit. It can bring CI/CD practices, version control, automated testing, documentation generation, etc. It is not so well suited if the people managing the transformation logic do not like to code (in SQL) but prefer graphical user interfaces.

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I think it is well-suited for populations who value social media and being connected in this manner at work. If the population does not value this type of open interaction, it will be underutilized. Many of our baby-boomer generation staff have a hard time seeing the relevancy of a site such as this.

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• dbt supports version control through GIT, this allows teams to collaborate and track the data transformation logic.
• dbt allows us to build data models which helps to break complex transformation logic into simple and smaller logic.
• dbt is completely based on SQL which allows data analyst and data engineers to build the transformation logic.
• dbt can be easily integrated with snowflake.

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• I think it helps people crowd source an organization for information and resources that may not be easily found.
• The subjects feature is a great place to develop communities of practice where links, files and communication can be shared.
• As long as the search engine is optimized / working effectively, it can be a powerful way to access sites and resources across the organization.

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• Field-level lineage (currently at table level)
• Documentation inheritance - if a field is documented the downstream field of the same name could inherit the doc info
• Adding python model support (in beta now)

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• The profile finder is glitchy and rarely comes up with solid results.
• The site sometimes has glitches, such as subject pages not loading and complete content not appearing on the screen until you refresh or give it an abnormal amount of time to load.
• The "USAID Search" option should appear first for the search results. It is not intuitive that it is the last search option to select. Often users don't even clearly recognize that they need to select types of search results.

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Independently Invited by TrustRadius

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dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

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Independently Invited by TrustRadius

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I actually don't know what the alternative to dbt is. I'm sure one must exist other than more 'roll your own' options like Apache Airflow, say, bu tin terms of super easy managed/cloud data transforms, dbt really does seem to be THE tool to use. It's $50/month per dev, BUT there's a FREE version for 1 dev seat with no read-only access for anyone else, so you can always start with that and then buy yourself a seat later.

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• Simplified our BI layer for faster load times
• Increased the quality of data reaching our end users
• Makes complex transformations manageable

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• I feel that it has connected colleagues who would have never met in our global organization.
• I has created a division in the organization between the users and those who oppose its existence.
• It has been a great place for communication-oriented departments to get their messages out, advertise events, etc.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info