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Question 4Fill in the blank: Data validation is a tool for checking the _____ of data before adding or importing it. 1 pointorigin and agesize and structureaccessibility and opennessaccuracy and qualityCoursera Honor Code  Learn mo

Question

Question 4Fill in the blank: Data validation is a tool for checking the _____ of data before adding or importing it. 1 pointorigin and agesize and structureaccessibility and opennessaccuracy and qualityCoursera Honor Code  Learn mo

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Solution

Sure, let's break down the question step by step to find the correct answer.

The question is: "Data validation is a tool for checking the _____ of data before adding or importing it."

  1. Understanding Data Validation: Data validation is a process used to ensure that the data entered into a system is correct and useful. It checks for errors, inconsistencies, and ensures that the data meets certain criteria before it is processed or stored.

  2. Analyzing the Options:

    • Origin and age: This refers to where the data comes from and how old it is. While these factors can be important, they are not typically the primary focus of data validation.
    • Size and structure: This refers to the dimensions and format of the data. While structure can be part of validation, size is not usually a primary concern.
    • Accessibility and openness: This refers to how easily data can be accessed and whether it is open for use. These are not typically the focus of data validation.
    • Accuracy and quality: This refers to how correct and reliable the data is. Ensuring accuracy and quality is a primary goal of data validation.
  3. Selecting the Best Option: Based on the definition and purpose of data validation, the most appropriate option is "accuracy and quality."

So, the filled-in sentence should be: "Data validation is a tool for checking the accuracy and quality of data before adding or importing it."

This ensures that the data is correct and reliable before it is used in any further processes.

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What is the first step in the verification process?1 pointDetermine the quality of the dataCreate a chronological list of modifications made to the dataInform others of your data-cleaning effortCompare cleaned data with the original, uncleaned dataset and compare it to what is there now

Which of the following best describes the goal of verifying data quality:Question 6Answera.perform basic analysis to understand the quality of the underlying data and its ability to address the business questionb.comprehend the process needed to clean and prepare the data before analysisc.demonstrate ability to sort, rearrange, merge, and reconfigure data in a manner that allows enhanced analysisd.recognize what is meant by data quality, be it completeness, reliability or validity

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