Questions tagged [datamart]

A data mart is the access layer of the data warehouse environment that is used to get data out to the users. The data mart is a subset of the data warehouse which is usually oriented to a specific business line or team.

A data mart is the access layer of the data warehouse environment that is used to get data out to the users. The data mart is a subset of the data warehouse that is usually oriented to a specific business line or team. Data marts are small slices of the data warehouse. Whereas data warehouses have an enterprise-wide depth, the information in data marts pertains to a single department. In some deployments, each department or business unit is considered the owner of its data mart including all the hardware, software and data.

This enables each department to use, manipulate and develop their data any way they see fit; without altering information inside other data marts or the data warehouse. In other deployments where conformed dimensions are used, this business unit ownership will not hold true for shared dimensions like customer, product, etc.

References:

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Datamart vs. reporting Cube, what are the differences?

The terms are used all over the place, and I don't know of crisp definitions. I'm pretty sure I know what a data mart is. And I've created reporting cubes with tools like Business Objects and Cognos. I've also had folks tell me that a datamart is…
S.Lott
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Using ElasticSearch and Kibana for Business Intelligence

We are using ElasticSearch for search capability in our product. This works fine. Now we want to provide self service Business intelligence to our customers. Reporting on the operational database sucks due to performance impact. At the run-time,…
Mac
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Database vs DataMart vs Data Warehouse vs Data Lake

Looking for the high-level differences/comparison among Database Data Mart (Top-down approach) Data Warehouse Data Lake Data Lakehouse Please use relative comparison when specifics are not available.
Ashok Goli
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What is the difference between fact-less fact and fact table?

What is the exact difference between fact-less fact and fact table ? I have perused couple of articles but they weren't cogent
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Handling Big Data in a Datawarehouse

I am a learner in Big data concepts. Based on my understanding Big Data is critical in handling unstructured data and high volume.When we look at the big data architecture for a datawarehouse (DW) the data from source is extracted through the Hadoop…
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Data mart vs cubes

I've got confused with warehousing process... I'm in a process of building a data mart but the part I don't really understand is related to cubes. I've read some tutorials about SSAS but I don't see how can I use this data in other applications.…
ilija veselica
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how to organize data marts in data warehouse

I am standing up a new enterprise data warehouse for my company, using Kimball methodology (i.e., a collection of data marts). I'd like to know the best practices (or usual practices) for organizing my data marts. 1) Should each data mart be a…
skyline01
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Business Reporting on an OLTP Application

We have an OLTP application using Oracle Database 10g Enterprise Edition, and plan to build a business reporting layer to meet the following needs. Sheilding complexity of the current OLTP database design Improving query performance of the current…
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Star Schema Design for Social Media

I am new to dimensional modeling and have read a lot of material (star-schema, dimension/fact tables, SCD, Ralph Kimball's - The Data Warehouse Toolkit book, etc). So I have a good conceptual understanding of dimensional modeling constructs but…
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Identifying the fact table in data warehouse design

I'm trying to design my first data mart with a star schema from an Excel Sheet containing informations about a Help Desk Service calls, this sheet contains 33 fields including different informations and I can't identify the fact table because I want…
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Why would I not used Databricks as my data mart?

I'm trying to get my head around Databricks. I've found documentation stepping through importing data from S3 or Azure Datalake, and then outputting into Azure Synapse Analytics or another Data Warehouse solution. After a quick play, I've recognised…
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Best way to build a DataMart from multiple external systems?

I'm in the planning stages of building a SQL Server DataMart for mail/email/SMS contact info and history. Each piece of data is located in a different external system. Because of this, email addresses do not have account numbers and SMS phone…
MattB
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Loading Dimension Tables - Methodologies

Recently I been working on project, where need to populated Dim Tables from EDW Tables. EDW Tables are of type II which does maintain historical data. When comes to load Dim Table, for which source may be multiple EDW Tables or would be single…
Sreedhar
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Data warehousing principles and NoSQL

with MongoDB, CouchDB and related technologies we can get faster querying so is this still valid? “A copy of transaction data, specially restructured for queries and analyses.” (R. Kimball The Data Warehouse Toolkit, 1996 I mean, do we really need…
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How do you verify the correct data is in a data mart?

I'm working on a data warehouse and I'm trying to figure out how to best verify that data from our data cleansing (normalized) database makes it into our data marts correctly. I've done some searches, but the results so far talk more about ensuring…
blockcipher
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