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Q: What happens to the number of data entities when you normalize?
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Is it possible to normalize the data when the population shape has a known skew?

Sometimes.


Why is it important for a database to be normalized?

Normalization is a process of reducing redundancies of data in a database. If you don't normalize you will have to repeat data entry.


What is entities database?

Entity means a specific thing in both database work and data modeling. An entity is data that can be classified, and has a relationship with other classified data, as in entities.


What Data model is said to be a semantic data model?

An Entity-Relationship (ER) model is commonly referred to as a semantic data model. It focuses on defining the entities, attributes of the entities, and the relationships between entities to capture the meaning of data in a domain. This model helps to visualize and understand the semantics of the data being represented.


What is a Un-normalize database?

An un-normalized database contains a random population of data that has not been organized into small stable data files


What are the five steps to planning a database?

Define the purpose and scope of the database. Identify the entities and attributes that need to be stored. Design the structure of the database using entities, relationships, and data types. Normalize the database to reduce redundancy and improve efficiency. Set up security measures and establish backup procedures for the database.


What is the mode?

The mode is the most frequent number in a set of data. Frequent means the number happens most often. Eg. Data set = 2,4,7,5,9,6,3,6. the mode is 6 as it happens twice.


What the mode?

The mode is the most frequent number in a set of data. Frequent means the number happens most often. Eg. Data set = 2,4,7,5,9,6,3,6. the mode is 6 as it happens twice.


What are the characteristics of data model?

A data model specifies the rules and concepts on how to represent objects, their descriptions and how they relate. As such, the data model gives the definitions of the attributes and entities, specifies the datatypes of attributes and give relationships between entities.


What are the most common Errors you can potentially Face in data modeling?

Common errors in data modeling include: Incomplete requirements: Missing essential requirements can lead to inaccurate data models. Overlooking Relationships: Neglecting to define or represent relationships between entities and cause data inconsistencies. Normalization issues: Failing to properly normalize data can lead to insertion, update, or deletion irregularity. Lack of flexibility: Data models may struggle to remodel, to future changes or new requirements. Scalability changes: Data models should consider scalability to contain future growth.


What is meant by the term normalize?

Normalize may refer to the term in mathematical logic or theoretical computer science, it may refer to statistical technique for making two distributions identical. It may also be removing statistical errors from measured data pieces.


What does the context-level data flow diagram?

the system entities and how they are related