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Suppose there is a dataset having variables with missing values of more than 30%, how will you deal with such a dataset?

Suppose there is a dataset having variables with missing values of more than 30%, how will you deal with such a dataset?

题目类型: 技术面试题

这是一道技术面试题,常见于澳洲IT公司面试中。

难度: hard

标签: interviewbit, data-science, topic-specific, analytics

参考答案摘要

Depending on the size of the dataset, we follow the below ways: In case the datasets are small, the missing values are substituted with the mean or average of the remaining data. In pandas, this can b...

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Suppose there is a dataset having variables with missing values of more than 30%, how will you deal with such a dataset?

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