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Question 197 - DA0-001 discussion

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Which of the following are reasons to conduct data cleansing? (Select two).

A.
To perform web scraping
Answers
A.
To perform web scraping
B.
To track KPls
Answers
B.
To track KPls
C.
To improve accuracy
Answers
C.
To improve accuracy
D.
To review data sets
Answers
D.
To review data sets
E.
To increase the sample size
Answers
E.
To increase the sample size
F.
To calculate trends
Answers
F.
To calculate trends
Suggested answer: C, F

Explanation:

Two reasons to conduct data cleansing are:

To improve accuracy: Data cleansing helps to ensure that the data is correct, consistent, and reliable.

This can improve the quality and validity of the analysis, as well as the decision-making and outcomes based on the data12

To calculate trends: Data cleansing helps to remove or resolve any errors, outliers, or missing values that could distort or skew the dat a. This can help to identify and measure the patterns, changes, or relationships in the data over time13

asked 02/10/2024
Sharon Sandhu
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