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Unlike sets, lists typically allow duplicate elements. More formally, lists typically allow pairs of elements e1 and e2 such that e1.equals(e2), and they typically allow multiple null elements if
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01
Identify the columns or variables in the dataset that have null values.
02
Analyze the nature of null values (e.g. are they missing at random or do they follow a pattern).
03
Decide on the appropriate method of handling the null values (e.g. imputation, deletion, etc.).
04
Implement the chosen method to fill out or address the null values in the dataset.

Who needs why null values are?

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Data analysts and scientists who are working with datasets containing null values.
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Researchers and statisticians conducting studies or experiments.
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Any individual or organization utilizing data for analysis or decision-making purposes.
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Null values represent the absence of data or a missing value in a dataset or database.
Entities or individuals who collect data and must report on data completeness may be required to file explanations for null values.
To fill out the reasons for null values, indicate the reasons for missing data, such as data collection errors, respondent non-responses, or legitimate exclusions.
The purpose is to provide transparency about data completeness and to help understand the implications of missing data on analysis.
The report must include the quantity of null values, reasons for their occurrence, and any relevant contextual information regarding data collection.
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