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Data Objects and Attribute Types Data sets are made up of data objects. A data object represents an entity in a sales database, the objects may be customers, store items, and sales etc. Data objects
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01
Identify the type of data set you are working with - for example, is it a categorical, numerical, or time series data set?
02
Determine the columns or variables in your data set and their respective data types - such as text, integer, float, datetime, etc.
03
Ensure that each variable is correctly labeled and that missing values are appropriately handled.
04
Consider normalizing or standardizing your data if necessary to ensure accurate analysis and modeling.
05
Validate your data set by checking for outliers, inconsistencies, and errors before proceeding with analysis or modeling.

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There are various types of data sets such as structured, unstructured, and semi-structured data sets.
Different organizations or individuals may be required to file types of data sets, depending on the specific regulations or requirements.
Types of data sets can be filled out using data collection tools or software programs that organize and categorize the data.
The purpose of types of data sets is to classify and organize data for analysis, storage, and retrieval purposes.
Information such as data source, data type, data format, and data quality may need to be reported on types of data sets.
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