Cumulative Frequency Curve: Graph & Examples

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Arpita Srivastava

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A cumulative frequency curve is a graphical representation of cumulative distribution. It represents data values on the horizontal axis and cumulative frequencies on the vertical axis.

  • The cumulative frequency curve is also called Ogive.
  • It involves the addition of frequency with the previous variables.
  • A cumulative frequency table is an important statistical tool. 
  • We can use a frequency table to represent grouped data.
  • Cumulative frequency refers to continuous data that is represented in a tabular form.
  • It aims to make the raw data easy for analysis.
  • A cumulative frequency curve is used when we study a population. 
  • Statisticians used this method to tabulate and represent the data in different forms in case the listed data fell long and worthless.

Key Terms: Statistics, Grouped data, Cumulative frequency curve, Mean, Median, Mode, Cumulative Frequency Chart, Cumulative Frequency Distribution, Population, Variables, Frequency, Graphs


Cumulative Frequency Curve

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A cumulative frequency curve is the graphical representation of the cumulative frequencies of a given data. It is also known as ogive. An ogive may be either less than ogive or more than ogive.

Less Than Ogive

Less than ogive is a graphical representation of the frequency table, where the cumulative frequency begins from the total of the frequency and moves on to the lowest frequency.

  • We can extract from table 3 and make another table for this purpose.

Example of Less than Ogive

Range of CGPA Upper limit Number of students(f) Cumulative frequency
8-10 10 88 100 (88+5+7)
6-8 8 5 12 (5+7)
4-6 6 7 7
  • When we represent this in graphs, we would take the upper limit in the x-axis and the cumulative frequency in the y-axis.

Less than Ogive

Less than Ogive

More than Ogive

More than ogive is a graphical representation of frequency table, where the cumulative frequency begins from the lowest frequency and moves on to the total of the frequencies.

Example of More than Ogive

Range of CGPA Lower limit Number of students(f) Cumulative
8-10 8 88 88
6-8 6 5 93
4-6 4 7 100

Note that if you make a more than ogive from this, the lower limit of the classes has to be taken in the x-axis and the cumulative frequencies are taken in the y-axis.

More than Ogive

More than Ogive

Note that you can make ogive from table 2 also (frequency table). There you would have to take the CGPA value in the x-axis and the frequency (number of students) in the y-axis.

Cumulative Frequency Curve

Cumulative Frequency Curve

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Cumulative Frequency Distribution

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Cumulative frequency distribution is a statistical method of representing data through which data is tabulated to ease the analysis process.

  • It shortens the lengthy data by bringing together repeating data.
  • The number of times a data is repeated is known as its frequency.
  • We sum up every frequency till the point we reach.
  • For this reason, cumulative frequency is known as the running total of frequencies.

Example of Cumulative Frequency Distribution 

Example: We have discussed above what a frequency table is, through an example. We saw how data was shortened for representation, by counting the number of times CGPA is repeated (frequency) in the first table.

  • Now imagine that your school management has decided to give medals to the students who have made achievements.
  • According to your school’s parameter, students who got a CGPA between 9- 10 would be given a gold medal.
  • Those who got a CGPA between 9-7(Less than 9 but above or equal to 7) would be given a silver medal.
  • Those who got a CGPA below 7 would be given a bronze medal.

Now you are sure that this will again shorten the list into three rows: gold medal winners, silver medal winners, and bronze medal winners. From table 2, we can create that table as below:

Table 3:

Medal Range of CGPA Number of Students
Gold 8-10 88
Silver 6-8 5
Bronze 4-6 7

The table you see above is called the frequency distribution table. Here we have a range of CGPA rather than the number. How did we make this range? When we want to know the number of students who fall between the range 10-8, we added the number of students who got CGPA 10, 9.8, and 9.0 (24+50+12+2) and we got it as 76.

  • Similarly, you can find the frequency of other classes of the range. (Note that the range of a frequency table is called class). 
  • From table 3, we can easily make a cumulative frequency table.
  • In a cumulative frequency table, we have the frequencies (in table 3, number of students) to be added up.
  • Since words have limitations to explain statistics, we can continue this example in the next part and see how a table showing less than cumulative frequency and a more than frequency table are shown.


 


Statistics and Data

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Statistics is a branch of mathematics with the collection, analysis, interpretation, and presentation of masses of numerical data.” We know that statistics is a tool for the representation of data.

  • Data is a piece of information we collect for some purpose.
  • It makes the analysis and interpretation of data easy.
  • Moreover, measures like mean and median are results of the interpretation we make from the statistical analysis. 
  • Frequency thus represents the number of times a value that we study with respect to a domain value.

Statistics and Data

Statistics and Data

Example of Statistics and Data

Example: Let us go through an example to understand this. Imagine your CBSE board exam results were declared yesterday. You know very well that the final results are declared as CGPA, which can range from 1-10.

  • Think that there are 100 students in your class.
  • Every teacher would have a curiosity to know the CGPA that everyone had scored.
  • For, this, your class teacher asked everyone to Whatsapp her CGPA they scored.
  • From the messages you send, if your class teacher made a list, it would be something like this:

Table 1:

Roll no. name of student CGPA scored

1.

2.

3.

.…

.…

100.

Arun Das

Ajay Verma

Aditya

.…

.…

Xavier

10.0

10.0

9.8

.…

.…

5.6

This list would be lengthy and would have a hundred names and their respective CGPA. This is ungrouped data of ‘CGPA scored by the students of your class.

  • From the list, the principal of your school wants to know how many students have scored 10 as CGPA.
  • The principal doesn't know any of the students personally, and for him, the name of the students is something irrelevant.
  • So from the above list, your class teacher will start to count how many students have scored each CGPA.
  • Think that only the students we see in the list have scored 10 as CGPA (i.e. Arun das and Ajay Varma).
  • Then, your class teacher reports to the principle that ‘the number of students in my class who scored 10 as CGPA is 2.’
  • In other words, the frequency of students who have scored 10 as CGPA is 2.
  • Like this, if your class teacher makes a table showing a number of students who scored different CGPA it would be something like this:

Table 2:

CGPA Number of students (frequency)

10

9.8

9.0

8.8

7.8

5.8

2

50

24

12

5

7

(Note: the frequencies marked here are imaginary, except the first one. But you can count it easily if you are provided with a complete list).

This is a frequency table. So through this example, statistics have proved to summarise data in a useful manner, making it easier to make an analysis. Now, let us move on to the higher level of statistics, with this same example.


Things to Remember

  • The cumulative frequency curve is the graphical representation of the cumulative frequency distribution.
  • They are also known as ogive.
  • Curve can be either more than ogive or less than ogive.
  • We make use of the upper limit in a class to draw less than ogive and the lower limit in a class to make more than ogive.
  • When we plot both more than and less than ogive in a graph, the point where they intersect is the median of the data.

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Sample Questions

Ques: What do you mean by cumulative frequency curve? (3 marks)

Ans: Cumulative frequency distribution is a statistical method of representing data through which data is tabulated to ease the analysis process. The polygon graph drawn from the cumulative frequency distribution is called the cumulative frequency curve. It is also known as ogive. An ogive can be less than type or more than type. 

Ques: How can we represent a cumulative frequency distribution? (3 marks)

Ans: A cumulative frequency curve can be represented graphically through a histogram or polygon line graph. The histogram is a popular bar diagram chart through which we can plot the continuous frequency distribution. A polygon graph can be either plotted from a histogram or can be plotted directly.

Ques: How can we plot a cumulative frequency curve? (4 marks)

Ans: A frequency curve, known as an ogive, can be either of less than type or more than type. To plot a less than type ogive, we should create a cumulative frequency distribution with cumulative frequency beginning with the total of frequencies, moving to the first frequency. Then, we can plot the curve with cumulative frequency on the x-axis and the upper limit of the classes on the y-axis. Just opposite to this should be done to plot a more than type ogive.

Ques: From the following data, prepare a frequency table? (4 marks)
A,C,F,F,W,A,C,F,F,F,W,A,A,A,W,W,W

Ans: The table is as follows:

data Frequency
A 5
C 2
F 5
W 5

Ques: Convert this frequency table into a cumulative frequency distribution? (5 marks)
Convert this frequency table into a cumulative frequency distribution. (less than type)

Ans: The table is as follows:

Mark Frequency Upper limit Cumulative frequency
0-10 5 10 5
10-20 9 20 14
20-30 5 30 19
30-40 6 40 25
40-50 8 50 33
50-60 4 60 37

Ques: Convert the distribution below to a less than type cumulative frequency distribution and draw its ogive?  (5 marks)
Convert the distribution below to a less than type cumulative frequency distribution and draw its ogive. (2018 previous year question paper)

Ans: The table is as follows:

DAILY INCOME FREQUENCY Income less than Cumulative frequency

100-120

120-140

140-160

160-180

180-200

12

14

8

6

10

120

140

160

180

200

12

26

34

40

50

Ques: Draw a ‘less than cumulative frequency curve (ogive). Hence find the mean? (5 marks) 
Draw a ‘less than cumulative frequency curve (ogive). Hence find the mean. (2019, previous year question paper)

Ans: Draw a ‘less than cumulative frequency curve (ogive). Hence find the mean.

Ques: For the following data, draw a ‘less than’ ogive and hence find the median of the distribution? (5 marks)
For the following data, draw a ‘less than’ ogive and hence find the median of the distribution. (2020, previous year question paper)

Ans: The table is as follows:

Age (less than) Number of persons

10

20

30

40

50

60

70

5

20

40

65

80

91

100

For the following data, draw a ‘less than’ ogive and hence find the median of the distribution. (2020, previous year question paper)

Ques: Create a cumulative frequency table showing the number of hours per week that Riya plays video games, based on the given information.
Riya's Game Time
Monday: 2 hrs
Tuesday: 1 hr
Wednesday: 2 hrs
Thursday: 3 hrs
Friday: 4 hrs
Saturday: 2 hrs
Sunday: 6 hr? (3 marks)

Ans: A cumulative frequency table for Riya's game time can be made as follows:

Day Frequency (Hours) Cumulative Frequency (Hours)
Monday 2 2
Tuesday 1 2 + 1 = 3
Wednesday 2 3 + 2 = 5
Thursday 3 5 + 3 = 8
Friday 4 8 + 4 = 12
Saturday 2 12 + 2 = 14
Sunday 6 14 + 6 = 20

Thus, Riya spends 15 hours of gaming in a week.

Ques: Create a cumulative frequency table showing the number of hours per week that Aman plays games, based on the given information.
Aman's Game Time
Monday: 7 hrs
Tuesday: 8 hr
Wednesday: 2 hrs
Thursday: 13 hrs
Friday: 4 hrs
Saturday: 12 hrs
Sunday: 6 hr? (3 marks)

Ans: A cumulative frequency table for Aman's game time can be made as follows:

Day Frequency (Hours) Cumulative Frequency (Hours)
Monday 7 7
Tuesday 8 7 + 8 = 15
Wednesday 2 15 + 2 = 17
Thursday 13 17 + 13 = 30
Friday 4 30 + 4 = 34
Saturday 12 34 + 12 = 46
Sunday 6 46 + 6 = 52

Thus, Aman spends 52 hours of gaming in a week.

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CBSE X Related Questions

  • 1.
    Use graphical method to solve the system of linear equations : $x = -3$ and $5x - 2y = -5$.


      • 2.
        A bag contains 25 balls. Some of them are yellow and others are green. One ball is drawn at random. If probability of getting a green ball is $3/5$, then find the number of yellow balls.


          • 3.
            A chord of a circle, of radius 14 cm, subtends an angle of $60^\circ$ at the centre. Find the area of the smaller sector and perimeter of the smaller segment.


              • 4.
                Prove that $14 - 2\sqrt{3}$ is an irrational number, given that $\sqrt{3}$ is irrational.


                  • 5.
                    The dimensions of a window are $156\text{ cm} \times 216\text{ cm}$. Arjun wants to put grill on the window creating complete squares of maximum size. Determine the side length of the square and hence find the number of squares formed.


                      • 6.
                        If the zeroes of a polynomial p(x) are $-3$ and 8, then p(x) equals

                          • $x^2 + 5x - 4$
                          • $(x + 3) (-x + 8)$
                          • $a(x^2 + 5x - 24)$
                          • $x^2 - 24$

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