Friday, September 12, 2014

Count, Count IF, Count IFS - Descriptive Statistics using Microsoft Excel Statistical Functions

The practice sheet can be downloaded from Link. Statistics Marks Data - Download Sheet

About the Data Sheet - The data in this sheet is related to marks scored by 100 Students in a Statistical Test. 

Based on the data, we will use Microsoft Excel Statistical functions to analyse the descriptive statistics. 

First Microsoft Excel Statistical Function we will use is the Count Functions.

COUNT FUNCTION
 =COUNT(value 1,value 2, .....)

The COUNT Function counts the number of Observations or Items in the Data. The first step in the Statistical Analysis to check the size of the Data. 

In the Data Sheet, we have Data from A2:A101, A1 being the header of the Data. 

=COUNT(A2:A101)
Click Enter
The Result is 100.

COUNTIF Function 

=COUNTIF(range, criteria)

COUNTIF function counts the number of cells within a range that meets a single criteria which we specify.

Range of the Data from which the Criteria needs to be compared with. Range in the Statistics Marks Data Sheet will be A2:A101.

Criteria can be specified as number like 20 or >20 or Cell where we put the criteria like B4. In B4 cell we can give number 20 or >20. We can also specify the Text like Names, etc. 

When Text is used it has to be typed in Double Quotes in Function or Text criteria can be given a specific Cell. 

In the Data Sheet, we have Data from A2:A101, A1 being the header of the Data. 

=COUNTIF(A2:A101,">20") Criteria should be in Double Quotes. 
Click Enter
The Result is 100. 
All the Students score above 20.
The Criteria is directly typed in the function. 

 =COUNTIF($A$2:$A$101,”>20”)  Result Number of Students = 100
=COUNTIF($A$2:$A$101,”>30”)  Result Number of Students = 98
=COUNTIF($A$2:$A$101,”>40”)  Result Number of Students = 97
=COUNTIF($A$2:$A$101,”>50”)  Result Number of Students = 93
=COUNTIF($A2$:$A$101,”>60”)  Result Number of Students = 86
=COUNTIF($A$2:$A$101,”>70”)  Result Number of Students = 73
=COUNTIF($A$2:$A$101,”>80”)  Result Number of Students = 23
=COUNTIF($A$2:$A$101,”>90”)  Result Number of Students = 11

The Dollar Sign is put as Absolute Reference and this can be done by clicking F4 on Keyboard.
Absolute Cell reference has to be fixed else the Data result will be wrong.

Alternatively the Criteria can be given in a cell & Cell No can be given in the function.
The Criteria are given in the Cells D5:D12. Double Quotes not needed. 
In the Cells D5:D12, Criteria included are >20,>30,>40,>50,>60,>70,>80,>90 .

=COUNTIF($A$2:$A$101,D5)
=COUNTIF($A$2:$A$101,D6)
=COUNTIF($A$2:$A$101,D7)
=COUNTIF($A$2:$A$101,D8)
=COUNTIF($A$2:$A$101,D9)
=COUNTIF($A$2:$A$101,D10)
=COUNTIF($A$2:$A$101,D11)
=COUNTIF($A$2:$A$101,D12)

COUNTIFS Function
The COUNTIFS function applies multiple criteria to multiple cells across multiple ranges and counts the number of times all criteria are met.  

=COUNTIFS(criteria_range1, criteria1, [criteria_range2, criteria2]…)

In the Data Sheet, we have Data from A2:A101, A1 being the header of the Data. Two criterias are given in the function below and the Two criterias are "<=" and ">=" in the cells reference in D15:D22 & E15:E22.

=COUNTIFS($A$2:$A$101,D15,$A$2:$A$101,E15)
=COUNTIFS($A$2:$A$101,D16,$A$2:$A$101,E16)
=COUNTIFS($A$2:$A$101,D17,$A$2:$A$101,E17)
=COUNTIFS($A$2:$A$101,D18,$A$2:$A$101,E18)
=COUNTIFS($A$2:$A$101,D19,$A$2:$A$101,E19)
=COUNTIFS($A$2:$A$101,D20,$A$2:$A$101,E20)
=COUNTIFS($A$2:$A$101,D21,$A$2:$A$101,E21)
=COUNTIFS($A$2:$A$101,D22,$A$2:$A$101,E22)

The Result is below 




The result gives the number of students who scored between 21 & 30, 31 & 40, 41 & 50, 51 &60, etc. To avoid double counting the class intervals are given as 21 & 30. The Equals sign is also important along with > or < signs.

The COUNTIFS function can also be used with Text criterias. Multiple criterias can be given in this function.


The practice sheet can be downloaded from Link. Statistics Marks Data - Download Sheet

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