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The process of arranging data into homogenous group or classes according to some common characteristics present in the data is called classification. For Example: The process of sorting letters in a post office, the letters are classified according to the cities and further arranged according to streets.
Bases of Classification: There are four important bases of classification: (1) Qualitative Base (2) Quantitative Base (3) Geographical Base (4) Chronological or Temporal Base
(1) Qualitative Base: When the data are classified according to some quality or attributes such as sex, religion, literacy, intelligence etc…
(2) Quantitative Base: When the data are classified by quantitative characteristics like heights, weights, ages, income etc…
(3) Geographical Base: When the data are classified by geographical regions or location, like states, provinces, cities, countries etc… (4) Chronological or Temporal Base: When the data are classified or arranged by their time of occurrence, such as years, months, weeks, days etc… For Example: Time series data.
Types of Classification:
(1) One -way Classification: If we classify observed data keeping in view single characteristic, this type of classification is known as one-way classification. For Example: The population of world may be classified by religion as Muslim, Christians etc…
(2) Two -way Classification: If we consider two characteristics at a time in order to classify the observed data then we are doing two way classifications. For Example: The population of world may be classified by Religion and Sex.
(3) Multi -way Classification: We may consider more than two characteristics at a time to classify given data or observed data. In this way we deal in multi-way classification. For Example: The population of world may be classified by Religion, Sex and Literacy.
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