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Graphical Representation of Data
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Graphical Representation of Data

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Questions and Answers

What is the primary purpose of a component bar diagram?

  • To display data in a pie-chart format
  • To represent the entire data set as a single unit
  • To show data trends over time
  • To compare different categories within a total (correct)
  • Which of the following is essential for constructing a pie-chart?

  • Absolute values only
  • Percentages for each category (correct)
  • Angles for each sector (correct)
  • Bar lengths corresponding to values
  • In the example provided regarding students from Urdu and English medium schools, what is the total number of students surveyed?

  • 600
  • 1800
  • 1200 (correct)
  • 1000
  • When calculating the angle for displaying a category in a pie-chart, which formula is used?

    <p>(share / total) * 360</p> Signup and view all the answers

    Which characteristic best describes a pie-chart?

    <p>It consists of sectors whose areas correspond to data proportions.</p> Signup and view all the answers

    How many students are instructed in English according to the pie chart?

    <p>481</p> Signup and view all the answers

    What is the total expenditure in the family based on the data provided?

    <p>225</p> Signup and view all the answers

    Which day had the highest number of net users according to the data?

    <p>Friday</p> Signup and view all the answers

    What is the cumulative frequency count for the upper limit interval of 69.5 to 79.5?

    <p>173</p> Signup and view all the answers

    Which expenditure category accounts for the least amount?

    <p>HR</p> Signup and view all the answers

    What percentage of students are instructed in Urdu?

    <p>60%</p> Signup and view all the answers

    Which server had the least number of users on average over the week?

    <p>Server 2</p> Signup and view all the answers

    What percentage of students are from Urdu medium schools?

    <p>60%</p> Signup and view all the answers

    How do you determine the angle for a sector in a pie chart based on frequency data?

    <p>Divide the cell frequency by the total frequency then multiply by 360</p> Signup and view all the answers

    From the frequency data, how many counts reach up to the lower limit of 59.5?

    <p>13</p> Signup and view all the answers

    Which medium of instruction has a larger representation in the data?

    <p>Urdu</p> Signup and view all the answers

    What is the total number of students surveyed in the data?

    <p>1200</p> Signup and view all the answers

    In constructing a pie chart, how are the sectors attributed to each medium of instruction?

    <p>According to the frequency data divided by the total frequency</p> Signup and view all the answers

    What is the main benefit of representing data in graphs rather than tables?

    <p>Graphs can simplify complex information.</p> Signup and view all the answers

    What type of graphical representation is most commonly used for numerical data frequency distribution?

    <p>Histogram</p> Signup and view all the answers

    Which of the following is NOT a type of graphical representation for grouped data?

    <p>Pie chart</p> Signup and view all the answers

    How are the widths of the bars in a histogram determined?

    <p>By the class boundaries</p> Signup and view all the answers

    What do frequency polygons connect?

    <p>Class midpoints and frequencies</p> Signup and view all the answers

    Which of the following statements about OGIVE curves is true?

    <p>There are two types of OGIVE curves.</p> Signup and view all the answers

    What is a characteristic of a simple bar diagram?

    <p>It has horizontal or vertical bars of equal widths.</p> Signup and view all the answers

    What differentiates a component bar diagram from a regular bar diagram?

    <p>Component bar diagrams are divided into sections representing parts of a whole.</p> Signup and view all the answers

    What is indicated by the height of bars in a histogram?

    <p>The frequency or relative frequency of the class</p> Signup and view all the answers

    Which graphical representation is best suited for comparing different categories at the same point in time?

    <p>Bar chart</p> Signup and view all the answers

    When constructing a frequency polygon, how is it derived from a histogram?

    <p>By connecting the midpoints of the bars</p> Signup and view all the answers

    In a cumulative frequency distribution, what does the 'less than' curve represent?

    <p>The cumulative frequencies below a certain point</p> Signup and view all the answers

    What type of bar chart uses different shades to represent multiple characteristics?

    <p>Component bar chart</p> Signup and view all the answers

    Study Notes

    Graphical Representation of Data

    • Graphs and diagrams simplify complex data.
    • Tables, while informative, aren't always the best for data presentation.
    • Data representation methods are categorized into grouped and ungrouped data.

    Types of Graphical Representation: Grouped Data

    • Histogram: Uses adjacent bars; bar width represents class width, height represents frequency/relative frequency. Shows grouped data with class boundaries on the x-axis, frequencies on the y-axis.
    • Frequency Polygon: Line graph connecting class marks and frequencies; can be derived from a histogram by joining bar midpoints. Shows continuous frequency distribution.
    • Cumulative Frequency Polygon (OGIVE): Two types ("less than" and "more than"); line graphs showing upper/lower class boundaries and cumulative frequencies.

    Types of Graphical Representation: Ungrouped Data

    • Bar Chart: Uses bars of equal width; length is proportional to the values.
      • Simple Bar Chart: Compares single characteristics.
      • Multiple Bar Chart: Compares two or more characteristics for the same variable. Bars are grouped and shaded differently for identification.
      • Component Bar Chart: Bars are divided into sections representing component parts; sections are differently shaded for easy recognition.
    • Pie Chart (Sector Diagram): A circle divided into sectors; each sector’s area is proportional to its share of the whole quantity. Used to illustrate proportions. Angle of each sector is calculates as (share/total)*360 degrees.

    Histogram Example

    • Sample data: 12, 13, 17, 21, 24, 24, 26, 27, 27, 30, 32, 35, 37, 38, 41, 43, 44, 46, 53, 58
    • Classes are created with defined boundaries (e.g., 10-19, 20-29 etc.) and the corresponding frequencies are calculated.
    • A histogram plots these frequencies against the class boundaries. No gaps between bars due to continuous data.

    Cumulative Frequency Polygon (OGIVE) Example

    • Sample data includes class boundaries and frequencies.
    • "Less than" cumulative frequency: A graph plotting upper class boundaries and their cumulative frequencies.
    • "More than" cumulative frequency: A graph plotting lower class boundaries and their cumulative frequencies.

    Pie Chart Example

    • To construct a pie chart:

      • Calculate the percentage of each category: (category value / total value) * 100.
      • Calculate the angle for each sector: (category value / total value) * 360.
    • Example: Survey of 1200 first-year students; 719 from Urdu medium schools, 481 from English medium schools. Urdu medium students constitute 60% (719/1200 * 100), English 40%. The pie chart would show sectors of 216 degrees (60% of 360) and 144 degrees (40% of 360).

    Assignment Questions

    • Create a pie chart representing family expenditures across various items (food, clothing, etc.).
    • Draw a component bar diagram comparing daily net users across multiple servers.
    • Draw a histogram, frequency polygon, and cumulative frequency polygon using provided cumulative count data.

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    Related Documents

    LECTURE NO 3.pdf

    Description

    Explore the world of data visualization with this quiz focused on graphical representations of grouped and ungrouped data. You'll learn about different types of graphs, such as histograms, frequency polygons, and bar charts, and how they help simplify complex information.

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