Everything about Fact table
Business data structure
In data warehousing, a fact table consists of the measurements, metrics or facts of a business process. It is located at the center of a star schema or a snowflake schema surrounded by dimension tables. Where multiple fact tables are used, these are arranged as a fact constellation schema. A fact table typically has two types of columns: those that contain facts and those that are a foreign key to dimension tables. The primary key of a fact table is usually a composite key that is made up of all of its foreign keys. Fact tables contain the content of the data warehouse and store different types of measures like additive, non-additive, and semi-additive measures. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Fact tableA 5-minute orientation
- Skim a recent paper: Review: Production factors affecting the quality of chicken table eggs and egg products in EuropeInfluential work since 2022
- Pick up a classic book: Tables and other facts and figuresThe most-reprinted book on the subject
- Read the landmark paper: TFGIN: Tight-Fitting Graph Inference Network for Table-based Fact VerificationCited 35 times
- Go sideways: Star schemaA closely related topic
- Go sideways: Dimensional modelingA closely related topic
📖 Definitions
Noun A database table consisting of the measurements, metrics or facts of a business process.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
TFGIN: Tight-Fitting Graph Inference Network for Table-based Fact Verification
Further Comment: Freedle's Table 2: Fact or Fiction?
RERG: Reinforced evidence reasoning with graph neural network for table-based fact verification
Robust and resource-efficient table-based fact verification through multi-aspect adversarial contrastive learning
Arranging fact table records in a data warehouse to improve query performance
An interesting fact regarding the Routh table
The psychopathic delinquent child: Round table, 1949: Psychopathic behavior—Fact or projection.
Round Table: Fact and Fancy in Absalom, Absalom!
🆕 Influential since 2022
Review: Production factors affecting the quality of chicken table eggs and egg products in Europe
The dissipation, processing factors, metabolites, and risk assessment of pesticides in honeysuckle from field to table
Double Graph Attention Network Reasoning Method Based on Filtering and Program-Like Evidence for Table-Based Fact Verification
RETRACTED: Solving Table-based fact verification with mixture of logical reasoning
Perancangan Fact Table Penjualan Menggunakan Pipeline ETL Berbasis Pentaho Data Integration (PDI) dan SQLyog
📚 Books worth reading
Tables and other facts and figuresDorothy Paull, Peter Hall · 1981
A Treatise on the Law of Agency: Including Special Classes of Agents ...William Lawrence Clark, Henry Heckerman Skyles · 1905
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Star schema In computing, the star schema or star model is the simplest style of data mart schema and is the approach most widely used to develop data warehouses and…
- Dimensional modeling Dimensional modeling is part of the Business Dimensional Lifecycle methodology developed by Ralph Kimball which includes a set of methods, techniques and…
- Dimension (data warehouse) A dimension is a structure that categorizes facts and measures in order to enable users to answer business questions. Commonly used dimensions are people…
- Degenerate dimension According to Ralph Kimball, in a data warehouse, a degenerate dimension is a dimension key (primary key for a dimension table) in the fact table that does…
- Slowly changing dimension In data management and data warehousing, a slowly changing dimension (SCD) is a dimension that stores data which, while generally stable, may change over…
- Data warehouse In computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for reporting and data analysis and is a…
- MultiDimensional eXpressions Multidimensional Expressions (MDX) is a query language for online analytical processing (OLAP) using a database management system. Much like SQL, it is…
- Database model A database model is a type of data model that determines the logical structure of a database. It fundamentally determines in which manner data can be stored…