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Best data modeling tool
What do you like best about the product?
beautifull data lineage
easy to use and implement
dbt learning courses provided by dbt are super usefull
data sharing and orchestration is super easy
development in cloud ide is very good
custoer support is extreme fast and efficient
integration with snowflake and GitHub is easy
Using daily this tool for building data models
easy to use and implement
dbt learning courses provided by dbt are super usefull
data sharing and orchestration is super easy
development in cloud ide is very good
custoer support is extreme fast and efficient
integration with snowflake and GitHub is easy
Using daily this tool for building data models
What do you dislike about the product?
Beta features are very slow releasing. Rest all GREAT
What problems is the product solving and how is that benefiting you?
building the business models from tables and views in traditional approach is use stored procedure, routines etc. but the new way of building analytics reports and datas marts are using CTE[ common table expression] which dbt solves.
dbt also solves and give beautifull lineages, from where your source data is traversrsing to final mart layer.
table level lineage is provided by dbt and is super usefull
reporting on a single layer is solved by dbt, meaning developer need not to login to data warehouse and dot the development.
dbt separates out the data warehouse from modelling layer
dbt also solves and give beautifull lineages, from where your source data is traversrsing to final mart layer.
table level lineage is provided by dbt and is super usefull
reporting on a single layer is solved by dbt, meaning developer need not to login to data warehouse and dot the development.
dbt separates out the data warehouse from modelling layer
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Overwhelming when it comes to optimize and centralize your big data.
What do you like best about the product?
1. The documentation it generates when all the models are designed. It clearly defines which intermediate and final layers are connected to each other.
2. The incremental model runs greatly helped me in optimizing large data models as I was dealing with billions of rows of data.
2. The incremental model runs greatly helped me in optimizing large data models as I was dealing with billions of rows of data.
What do you dislike about the product?
I did not come across any difficulty in learning DBT as it was pretty basic and I also applied SQL fluff to streamline my coding. As a user, I did not find much difficulty in operating through dbt.
What problems is the product solving and how is that benefiting you?
Previously, I was using GBQ for creating thousands of lines of stored procedures and so many tables were interconnected inside of it. It was pretty difficult to determine which tables are made up of what.
When I started using DBT, I was able to quickly determine and find the staging and intermediate layers for the purpose of creating a final layer and the documentation it creates was awesome.
I am talking about dbt docs generate and dbt docs serve.
When I started using DBT, I was able to quickly determine and find the staging and intermediate layers for the purpose of creating a final layer and the documentation it creates was awesome.
I am talking about dbt docs generate and dbt docs serve.
Great experience with dbt
What do you like best about the product?
dbt is the best Transformation tool out there in the industry and I love dbt for its testing capabilities and modeling and semantic layer. Ease of use and how easily you could maintain
It is easy to integrate with other tools like integration.
It is easy to integrate with other tools like integration.
What do you dislike about the product?
dbt should add more AI apacilities faster
What problems is the product solving and how is that benefiting you?
dbt is solving all the data integration, integrity and data quality problems for our company while serving as a great transfomration tool
DBT - easy transformation tool
What do you like best about the product?
Can perform transformation using SQL statement. Very easy to perform
What do you dislike about the product?
Nothing much......simple and easy to use
What problems is the product solving and how is that benefiting you?
ELT tool which helps to perform transformation using SQL and create pipelines.
Excellent tool for data transformation
What do you like best about the product?
It has helped us transform our data and structure it better and its easy use
What do you dislike about the product?
It should provide a tool to better enable model documentation.
What problems is the product solving and how is that benefiting you?
We can have the data structured through code; This helps us when migrating data to any type of DWH.
Making data transformations easier
What do you like best about the product?
Its simplicity and focus on transforming data in a reproducible and maintainable way.
What do you dislike about the product?
Sometimes,its learing curve can be steep for beginners and managing comples transformation might require advanced knowledge.
What problems is the product solving and how is that benefiting you?
dbt simplifies data transformation making analytics pipelines easier to manage and more reliable,which benefifits users by stramling workflows and improving efficiency.
A great environment and a powerful daily tool for Data Analysts and Engineers.
What do you like best about the product?
dbt Cloud - I recommend it to every org to get Data Analysts & Analytics engineers up and running quickly without having difficulty setting up during the onboarding.
It's easier to adopt new teammates when they get to dive into the models immediately and add value sooner and solidify their grasp early.
It's easier to adopt new teammates when they get to dive into the models immediately and add value sooner and solidify their grasp early.
What do you dislike about the product?
I dislike navigating the logs in the Job Runs tab.
The titles don't seem intuitive and the content could be more streamlined for finding faults.
The titles don't seem intuitive and the content could be more streamlined for finding faults.
What problems is the product solving and how is that benefiting you?
Easy onboarding - streamlined development - the guided point-and-click adventure for github saves a ton of time and is probably the best in class solution I have seen for managing state. Please dont ever change this.
dbt data modeling and test building is a fun experience on dbt cloud, my day to day work is fun because of dbt.
Testing is super easy for pro-active data quality checks.
I wish there was more visible ways to incorporate REACTIVE testing, like Metaplane's monitors, into dbt.
DBT support was a bit slow here in Africa when the Github outage took place last year - some frustration around how slow responses were, how unclear processing was but I have personally learnt how to navigate these issues outside of dbt env.
dbt data modeling and test building is a fun experience on dbt cloud, my day to day work is fun because of dbt.
Testing is super easy for pro-active data quality checks.
I wish there was more visible ways to incorporate REACTIVE testing, like Metaplane's monitors, into dbt.
DBT support was a bit slow here in Africa when the Github outage took place last year - some frustration around how slow responses were, how unclear processing was but I have personally learnt how to navigate these issues outside of dbt env.
Our analytics are more reliable and efficient
What do you like best about the product?
Im thrilled to explore how dbt revolutionizes our work by delving deeply into the data world. Its a total gamechanger providing remarkable simplicity in formulating and utilizing data code within our warehouse. When it comes to version control dbt streamlines the entire process ensuring a smooth experience and maintaining crucial data models for analysis.
What do you dislike about the product?
It would be good if dbt made it easier for new folks. It can do a lot with data stuff, but figuring how to set it up and use all its cool things can feel hard at first. More intuitive guides or a simpler way to learn the basics would make it nicer for people just starting with data changes.
What problems is the product solving and how is that benefiting you?
In my role as a data management specialist, I have seen how dbt changed how we change data. It keeps changes same under control and tested well guaranteeing how exact our analyzing is. The automatic things of dbt have helped us work better freeing our team for strategic things not manual data work. This made us more quick and able to answer with data that helps our group make choices based on data.
Using dbt has improved accuracy and collaboration in our data projects
What do you like best about the product?
In my role I absolutely love using dbt - its the ultimate tool for transforming data with ease. It effortlessly integrates into our current systems making our analytics work a breeze. Were all in on dbt because it excels at data transformation and organization boosting our efficiency and collaborative efforts tremendously.
What do you dislike about the product?
It would be fantastic if dbt could enhance it's toolkit for visual data modeling. At present its heavily focused on coding but integrating a more visual approach to working with data would undoubtedly elevate its utility especially for individuals who gravitate towards graphical methods for data analysis.
What problems is the product solving and how is that benefiting you?
As data enthusiasts we consider dbt our everyday superpower dramatically enhancing our data analysis while effortlessly managing complex data changes. Its our goto tool smoothing our data work and ensuring our insights are as sharp as a tack allowing us to make informed decisions to propel our business forward.
Good tranformation tool for data engineers : Complete SQL Magic.
What do you like best about the product?
DBT has been game changer in the realm of data analaytics for me.
Its One of standout feature is abilty to transform data in warehouse itself it makes it lightning fast
The powerfult modular sql based approach to define transformation makes it fall in love for data engineers.
Its automatic document generation feature is simply outstanding.
Its SQL based moduler approach makes it easy for implementation.
Its One of standout feature is abilty to transform data in warehouse itself it makes it lightning fast
The powerfult modular sql based approach to define transformation makes it fall in love for data engineers.
Its automatic document generation feature is simply outstanding.
Its SQL based moduler approach makes it easy for implementation.
What do you dislike about the product?
If someone is not well-versed in SQL it will be dificult to implement it initially.
The main feature it doesnt have is inbuilt scheduler.
The scheduler will make it complete transformation tool for data engineers.
The main feature it doesnt have is inbuilt scheduler.
The scheduler will make it complete transformation tool for data engineers.
What problems is the product solving and how is that benefiting you?
Ability to create moduler, version control models ensures my transformation code is well maintanable and scalable.
Its version control feature makes it very easy for developers to collabrate.
Its feature of auto generating insights/ documents makes it outstand.
Its version control feature makes it very easy for developers to collabrate.
Its feature of auto generating insights/ documents makes it outstand.
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