Posts tonen met het label Frequency table. Alle posts tonen
Posts tonen met het label Frequency table. Alle posts tonen

zaterdag 31 mei 2014

2.1.1. Types of tables


The Oxford English dictionary defines a table as "a set of facts or figures systematically displayed, especially in columns".

Three main types of tables I distinguish (although variations on these exist) are:
  • Frequency tables
  • Grouped frequency tables
  • Contingency tables
A frequency table simply lists the possible values and the corresponding frequencies (counts). Table 2 shows an example of a simple frequency table.

Table 2
Example of a Frequency Table
Gender
Frequency
Female
28
Male
21

A grouped frequency table is similar as a frequency table but now the data has been grouped into classes, to avoid long tables. Table 3 shows and example of a grouped frequency table.

Table 3
Example of a Grouped Frequency Table

Income
Frequency
0 < 10
8
10 < 20
12
20 < 50
22
50 or more
5

A contingency table (or cross table) shows two variables; one in the rows and the other in the columns as for example shown in Table 4.

Table 4
Example of a Cross Table

Gender
Income
Female
Male
0 < 10
4
6
10 < 20
8
12
20 < 50
10
13
50 or more
7
5

Next entry: About constructing tables in general

woensdag 28 mei 2014

2.1.4. Using technology to create tables

Excel

In Excel you can use the function COUNTIF or FREQUENCY to generate frequency tables. A third method might be to use a Pivot table.

The video below shows how you can use the COUNTIF and FREQUENCY functions.

 

SPSS

A basic frequency table in SPSS can easily be generated using either:
  • Analyze - Descriptive statistics - Frequencies or
  • Analyze - Tables - Custom tables.
To generate a cross table in SPSS you can use either:
  • Analyze - Descriptive statistics - Crosstabs or
  • Analyze - Tables - Custom tables.
To generate a table from a list of questions all using the same scale you can use:
  • Analyze - Tables - Custom tables
To create a table from a question where multiple answers were allowed, you will need to create a 'set' that lets SPSS know which questions were part of the multiple answer question. This can be done either by:
  • Analyze - Tables - Multiple Response Sets or
  • Analyze - Multiple Response - Define Variable Sets
To create a grouped frequency table in SPSS you will need to recode the variable into the categories. SPSS can do this either by using:
  • Transform - Recode into Different Variables or
  • Transform - Visual Binning

Below are some instructional videos for each of the above mentioned tables.

Basic frequency table


Cross tables

Table for same categories/scale

Table for multiple answer questions

Grouped frequency table

TI-83

On a TI-83 graphical calculator you can enter a frequency table.  You will need to create the seperate columns in the STAT - Edit menu.
For the cumulative frequency you can enter as a function for the column under 2nd - LIST - OPS the cumSum( option.
For the relative frequency you will need the sum of the frequency column. You can find the sum function under 2nd - LIST - MATH.
A video showing an example is shown below.

Video: Frequency table with TI-83

>> Next section: Side notes on tables and frequencies