Frequency Polygon, Frequency Curve, and Cumulative Frequency Polygon

These are graphical methods used to represent frequency distributions visually. They help in understanding the shape and pattern of data.

1. Frequency Polygon

A Frequency Polygon is a graph obtained by joining the midpoints of the tops of histogram bars using straight lines.

How to Draw a Frequency Polygon

1. Prepare a grouped frequency distribution.
2. Find the midpoint of each class interval.
3. Plot the midpoints on the horizontal axis (X-axis) against frequencies on the vertical axis (Y-axis).
4. Join the plotted points with straight lines.
5. Extend to the X-axis at both ends to close the figure.

Features

• Uses straight-line segments.
• Shows the shape of the frequency distribution more clearly than histograms.
• Can compare multiple distributions on the same graph.

Uses

• To study trends
• To compare different sets of data

2. Frequency Curve

A Frequency Curve is a smooth, freehand curve drawn through the points of a frequency polygon.

How to Draw

• Plot midpoints and frequencies (as for a polygon).
• Instead of joining with straight lines, draw a smooth curve through the points.

Features

• Smooth continuous curve
• Shows the overall pattern of the distribution
• Useful for identifying the distribution type (normal, skewed, etc.)

Examples

• Normal curve
• Skewed curve
• Bell-shaped curve

3. Cumulative Frequency Polygon (Ogive)

A Cumulative Frequency Polygon, also called an Ogive, is used to represent cumulative frequencies.

There are two types:

• Less than Ogive
• More than Ogive

How to Draw a Less Than Ogive

1. Calculate cumulative frequencies (less than type).
2. Plot the upper class boundaries against cumulative frequencies.
3. Join the points with a smooth or straight line.

How to Draw a More Than Ogive

1. Calculate more-than cumulative frequencies.
2. Plot the lower class boundaries against cumulative frequencies.
3. Join the points.

Features

• Shows cumulative growth.

• Used to find:

  • Median
  • Quartiles
  • Percentiles

• The point where both ogives intersect gives the median.

Difference Between Frequency Polygon, Frequency Curve, and Cumulative Frequency Polygon

Conclusion

• Frequency Polygon: Straight line graph of midpoints.
• Frequency Curve: Smooth curve through midpoints.
• Cumulative Frequency Polygon (Ogive): Graph of cumulative frequencies used to find medians and percentiles.