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Question

A graph of frequency distribution constructed by plotting the frequency density against the mid-points of the class is :

The correct answer is
Frequency polygon

Frequency Distribution Graph Explained

The question asks to identify the type of graph created by plotting frequency density on the vertical axis against the mid-points of the classes on the horizontal axis.

Analyzing Graph Options

Let's look at the different types of graphs mentioned and see which one fits the description:

  • Pie diagram: This type of diagram represents data as slices of a circle, showing proportions of a whole. It's not suitable for plotting frequency density against class mid-points.
  • Bar diagram: Bar diagrams use rectangular bars to represent data, typically showing frequencies for different categories or discrete values. While related to frequency, they don't specifically plot frequency density against class mid-points in the way described.
  • Frequency polygon: A frequency polygon is specifically constructed by plotting points corresponding to the frequency (or frequency density) of each class interval at its mid-point. These points are then connected by straight lines. This directly matches the definition given in the question.
  • Sub-divided bar diagram: This is a variation of the bar diagram used to show how a total is divided into parts within each category. It doesn't fit the requirement of plotting frequency density against class mid-points.

Understanding the Frequency Polygon

A frequency polygon is a graphical technique used in statistics to visualize the shape of a distribution. Here's how it relates to the question:

  • Axes: The horizontal axis (x-axis) represents the mid-points of the class intervals. The vertical axis (y-axis) represents the frequency density (or sometimes just the frequency, especially if class intervals are equal).
  • Construction: Points are plotted where the frequency density for a class interval meets its corresponding mid-point.
  • Connection: These plotted points are then joined by straight line segments. Often, the polygon is closed by joining the first and last points to the x-axis at the mid-points of the preceding and succeeding class intervals (which are assumed to have zero frequency).

Therefore, a graph constructed by plotting the frequency density against the mid-points of the class is a frequency polygon.

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Important Questions from Classification of Data

  1. Consider the following statements:

    Statement 1: Range is not a good measure of dispersion.

    Statement 2: Range is highly affected by the existence of extreme values.

    Which one of the following is correct in respect of the above statements?

  2. Data can be represented in which of the following forms?

    1. Textual form

    2. Tabula form

    3. Graphical form

    Select the correct answer using the code given below.
  3. A graph of a cumulative frequency distribution is called :

  4. The formula to determine the number of classes given by Sturge’s Rule is which one of the following ?
    1) K = 1+ 3.322 (log N) 

    2) K= (log N) 1.322

    3)K = $\frac{1+3.322} {(log N)} $

    4) K = $\frac{3.322}{(log N) + 1} $ 

    Where :
    K = Number of classes
    N = Total number of observations
    $\log N$ = Logarithm of the total number of observations

  5. For showing the growth of population for the last 8 years, the best diagram is

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