Categorical and Numerical Data
On the basis of aspects of categorical data and nominal data, they can be differentiated as:
Categorical Data Vs Nominal Data |
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Aspects |
Categorial Data |
Numerical Data |
Other Name |
Qualitative Data |
Quantitative Data |
Nature of Data |
Non-numerical and can be identified based on names or labels |
Form of numbers and can be used for arithmetic processes. |
Types Of Data |
Nominal and Ordinal Data |
Discrete and Continuous Data |
Analysis Technique |
Perform research involving qualitative analysis |
Perform calculation problem in statistics. |
Examples |
Name, Gender, Phone Number etc. |
Measurement, Such as height and weight, etc. |
Categorical Data
Categorical data classifies information into distinct groups or categories, lacking a specific numerical value. It refers to a form of information that can be stored and identified based on their names or labels. Categorical Data is a type of qualitative data that is easily measured numerically.
In this article, we will learn about, what is categorial data, types of categorical data, and some real-life examples.
Table of Content
- What is Categorial Data?
- Types of Categorial Data
- Difference Between Ordinal Data and Nominal Data
- Features of Categorical Data
- Examples of Categorical Data
- Analysis of Categorical Data
- What is Categorial Variable?
- Advantages of Categorical Data
- Disadvantages of Categorical Data
- Categorical and Numerical Data
- Application Of Categorial Data
- Challenges In Categorial Data
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