dbt vs. Precisely Spectrum Spatial Insights

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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As previously mentioned, as long as the web platform works, the software is quite useful. However in places or areas where the platform operates with low standards (poor reception signal), the versatility and usefulness of the program decreases considerably. This type of problem in developed countries probably does not occur, or if it occurs it does very infrequently. But in non-developed countries, the frequency of occurrence can be a factor to take into consideration when choosing an program based exclusively on a web platform.

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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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• It allows us to visualize data with extreme ease, through maps and graphs, patterns and tendencies.
• This visualization allows, in turn, to make decisions more quickly and with a greater amount of information than what a good part of software of the same nature allows.

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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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• Being a web-based platform can, in some cases, be counterproductive, especially in areas where internet and satellite coverage are of low quality or are not available, such as jungle areas.
• The results obtained, in most cases, need to be interpolated, in order to completely characterize the study area.
• The interpolation functions are those that are typically used in commercial software used in this area of study, and have the same limitations. When using it I have not found any novelty regarding this.

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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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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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In comparing GeoInsight to other products, I will not be of much help since this software is, as far as I know, almost exclusively used in activities related to the financial world, rather than geographical. That is why it is usually included in software of the AML (Anti-Money-Laundering) type. My interest in the program was to see its capacity for data storage and practical utility to facilitate decisions, compared to other software but more linked to geographic information (GIS software).

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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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• The use of the software allowed the minimization of activities associated with logistical support to field staff. That reduced the time associated with these activities by about 15% of the initially estimated time.
• The aforementioned reduction translated into decreases in expenditures in the order of $ 2000 / day.

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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