What is cardinality in Databases?
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Could somebody explain to me, with the help of examples, what is cardinality in databases?
Database Solutions
Solution 1 - Database
A source of confusion may be the use of the word in two different contexts - data modelling and database query optimization.
In data modelling terms, cardinality is how one table relates to another.
- 1-1 (one row in table A relates to one row in tableB)
- 1-Many (one row in table A relates to many rows in tableB)
- Many-Many (Many rows in table A relate to many rows in tableB)
There are also optional participation conditions to the above (where a row in one table doesn't have to relate to the other table at all).
See Wikipedia on Cardinality (data modelling).
When talking about database query optimization, cardinality refers to the data in a column of a table, specifically how many unique values are in it. This statistic helps with planning queries and optimizing the execution plans.
See Wikipedia on Cardinality (SQL statements).
Solution 2 - Database
It depends a bit on context. Cardinality means the number of something but it gets used in a variety of contexts.
- When you're building a data model, cardinality often refers to the number of rows in table A that relate to table B. That is, are there 1 row in B for every row in A (1:1), are there N rows in B for every row in A (1:N), are there M rows in B for every N rows in A (N:M), etc.
- When you are looking at things like whether it would be more efficient to use a b*-tree index or a bitmap index or how selective a predicate is, cardinality refers to the number of distinct values in a particular column. If you have a
PERSONtable, for example,GENDERis likely to be a very low cardinality column (there are probably only two values inGENDER) whilePERSON_IDis likely to be a very high cardinality column (every row will have a different value). - When you are looking at query plans, cardinality refers to the number of rows that are expected to be returned from a particular operation.
There are probably other situations where people talk about cardinality using a different context and mean something else.
Solution 3 - Database
>In database, Cardinality number of rows in the table.
- Relationships are named and classified by their cardinality (i.e. number of elements of the set).
- Symbols which appears closes to the entity is Maximum cardinality and the other one is Minimum cardinality.
- Entity relation, shows end of the relationship line as follows:
image source
Solution 4 - Database
Cardinality refers to the uniqueness of data contained in a column. If a column has a lot of duplicate data (e.g. a column that stores either "true" or "false"), it has low cardinality, but if the values are highly unique (e.g. Social Security numbers), it has high cardinality.
Solution 5 - Database
Cardinality of a set is the namber of the elements in set for we have a set a > a,b,c < so ths set contain 3 elements 3 is the cardinality of that set
Solution 6 - Database
Definition: We have tables in database. In relational database, we have relations among the tables. These relations can be one-to-one, one-to-many or many-to-many. These relations are called 'cardinality'.
Significant of cardinality:
Many relational databases have been designed following stick business rules.When you design the database we define the cardinality based on the business rules. But every objects has its own nature as well.
When you define cardinality among object you have to consider all these things to define the correct cardinality.