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اختبار الفصل ٣

اختبار محاكي

Visual Data Analytics

٢٥ أسئلة · اختيار من متعدد، صح/خطأ، وتوصيل. أجب ثم اضغط «تسليم الاختبار».

  1. ١

    The main aim of data visualization is to:

  2. ٢

    Which is NOT listed as a data visualization technique?

  3. ٣

    Why are mean, median, and mode alone insufficient to describe a dataset?

  4. ٤

    For the sorted data 4, 4, 5, 6, 8, 8, 8, 9, 9, 9, 10, 12, what is the lower quartile Q1?

  5. ٥

    Q3 (upper quartile) marks the value below which what percentage of data lies?

  6. ٦

    A histogram shows the distribution of:

  7. ٧

    In a histogram, the height of each bar represents:

  8. ٨

    If one attribute increases as another decreases, they are:

  9. ٩

    Which technique is best for spotting correlations among multiple attributes at once?

  10. ١٠

    In parallel coordinates, each data sample is drawn as:

  11. ١١

    Data visualization helps reveal patterns, trends, and relationships.

  12. ١٢

    Mean, median, and standard deviation fully describe a distribution's shape.

  13. ١٣

    A box plot displays quartiles Q1, Q2 (median), and Q3.

  14. ١٤

    Q1 is the value below which 25% of the data lies.

  15. ١٥

    A two-dimensional histogram shows the joint distribution of two attributes.

  16. ١٦

    A standard histogram visualizes the joint distribution of two features.

  17. ١٧

    In positively correlated data, both attributes increase together.

  18. ١٨

    A pairs-plot can reveal correlation between attributes.

  19. ١٩

    In parallel coordinates, attribute values on the Y-axis are normalized to a common range.

  20. ٢٠

    In parallel coordinates, the N attributes are placed on the Y-axis.

  21. ٢١

    Match each visualization technique.

    • Box plot
    • Histogram
    • Pairs-plot matrix
    • Parallel coordinates

    الإجابات

  22. ٢٢

    Match each box-plot element.

    • Q1
    • Q2
    • Q3
    • Box plot goal

    الإجابات

  23. ٢٣

    Match each correlation pattern.

    • Positive
    • Negative
    • Uncorrelated
    • Pairs-plot

    الإجابات

  24. ٢٤

    Match each concept.

    • Histogram bar height
    • 2-D histogram
    • Basic statistics
    • Visualization aim

    الإجابات

  25. ٢٥

    Match each parallel-coordinates fact.

    • X-axis
    • Y-axis
    • Data sample
    • Purpose

    الإجابات

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