Teaching:TUW - UE InfoVis WS 2008/09 - Gruppe 07 - Aufgabe 1 - Pie Chart: Difference between revisions

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[[Teaching:TUW - UE InfoVis WS 2009/10 - Gruppe 09 - Aufgabe 1 | Zurueck zu Aufgabe 1]]
== Pie Charts==
== Pie Charts==


=== Definition ===
=== Definition ===
{{Quotation | A pie chart is a circular chart divided into sectors, illustrating relative magnitudes or frequencies or percents. In a pie chart, the size of each sector is proportional to the quantity it represents. Together, the sectors create a full disk. It is named for its resemblance to a pie which has been sliced. | [Wikipedia, 2008]}}
{{Quotation | A '''pie chart''' (or a '''circle graph''') is a circular chart divided into sectors, illustrating relative magnitudes or frequencies. In a pie chart, the arc length of each sector (and consequently its central angle and area), is proportional to the quantity it represents. Together, the sectors create a full disk. It is named for its resemblance to a pie which has been sliced.| [Wikipedia, 2008]}}
 
{{Quotation | A type of chart divided into sections of a circle, drawn from a single Y-axis value and used to illustrate the relationship of parts to the whole, particularly useful for emphasizing one specific element. | [Hull, 1998]}}


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===How to use it===
===How to use it===
The popularity of the pie chart results from its simplicity. The circle provides a visual concept of the whole. They are best used for displaying statistical information when there are no more than six components. Otherwise, the resulting picture can be too complex to understand. Also, pie charts are not useful when the values of each component are similar because it is difficult to see the differences between slice sizes.
Pie charts are used to show percentages. The circle provides a visual concept of the whole (100%). Despite its popularity, pie charts should be used sparingly for two reasons [Statistics Canada, 2008]:
 
<br /> <br />
A pie chart uses percentages to compare information. Percentages are used because they are the easiest way to represent a whole. The whole is equal to 100%. To present certain values in a pie chart it is necessary to determine how many degrees represent this share of data in comparison to the whole circle. This calculation is done by developing the equation:
* Use less than six components - otherwise, the resulting picture will be too complex to understand.  
* Not useful when the values of each component are similar because it is difficult to see the differences between slice sizes.
<br />
To present certain values in a pie chart it is necessary to determine how many degrees represent this share of data in comparison to the whole circle. This calculation is done by developing the equation:  


percent ÷ 100 x 360 degrees = the number of degrees [Statistics Canada, 2008]
  percent ÷ 100 x 360 degrees = the number of degrees


To construct a pie chart the following steps are necessary:  
This ratio works because the total percent of the pie chart represents 100% and there are 360 degrees in a circle [Statistics Canada, 2008].
* Determine the proportions of the categories to be represented.
<br /> <br />
* Find the total value for the entire category being studied and calculate the percentage for each segment or part.
To construct a pie chart the following steps are necessary [Concordia University, 1999]:
* Calculate the degrees of the categories. Convert the percentage values for each segment into degrees relative to the 360 degrees in the circle. (For example, 12% X 360 degrees = 43 degrees)
* '''Determine the proportions:''' find the total value for the entire category being studied and calculate the percentage for each segment or part.  
* Construct the chart. Draw a circle and divide it into appropriately sized segments.
* '''Calculate degrees:''' convert the percentage values for each segment into degrees relative to the 360 degrees in the circle.  
* Add labels and a title. Label each segment or add a legend to identify the segments. Then clearly title the chart.
* '''Construct the chart:''' draw a circle and divide it into appropriately sized segments.  
* '''Add labels and a title:''' label each segment or add a legend to identify the segments. Then clearly title the chart.  


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=== Variants of the Pie Chart ===
=== Variants of the Pie Chart ===


* Exploded Pie Chart: A segment of the pie chart is seperated from the rest, to highlight it.
There are different variants of pie charts [Wikipedia, 2008]:
* Perspective (3D) pie chart: Mainly for aesthetic reasons the pie chart is displayed in 3D. In general the use of this form of pie charts is discouraged because it does not enhance readability.
* '''Exploded Pie Chart:''' One ore more sectors are separated from the rest, to highlight it.  
* Polar area diagram: The polar area diagram is similar to a usual pie chart, except that the sectors are each of an equal angle and differ rather in how far each sector extends from the centre of the circle, enabling multiple comparisons on one diagram.
* '''Perspective (3D) pie chart:''' Mainly for aesthetic reasons the pie chart is displayed in 3D. But the third dimension does not improve the reading of the data. On the contrary, these plots are difficult to interpret because of the distorted effect of perspective associated with the third dimension. In general use of superfluous dimensions not used to display the data of interest is discouraged for charts in general, not only for pie charts.
* '''Polar area diagram:''' The polar area diagram is similar to a usual pie chart, except that the sectors are each of an equal angle and differ rather in how far each sector extends from the centre of the circle, enabling multiple comparisons on one diagram.
* '''Multi-Level Pie Chart:''' Such charts are used for representing hierarchical data. The hierarchical structure of data is depicted by means of concentric circles.


[Wikipedia, 2008]
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[[image:PiechartsAndBars.png| thumb | Comparison of Pie Chart vs. Bar Chart]]
[[image:PiechartsAndBars.png| thumb | Comparison of Pie Chart vs. Bar Chart]]
Though being a common method of displaying data, pie charts are not the preferred method
While pie charts are common in business and journalism, they are uncommon in scientific literature. {{Quotation |Pie charts can be an effective way of displaying information in some cases, in particular if the intent is to compare the size of a slice with the whole pie, rather than comparing the slices among them.| [Wikipedia, 2008]}} It has been also shown that comparison by angle was less accurate than comparison by length. Also a comparison by angle (as in pie charts) was shown to be perceived less accurate than comparison by length. The Usage of bars instead of slices improves the capability to compare the different segments of data [Wikipedia, 2008].  
among statisticians and in scientific literature. While pie charts offer a good view on
how one segment is related to the whole pie the comparison of segments amongst each other
is difficult. Also a comparison by angle (as in pie charts) was shown to be percieved less  
accurate than comparison by length. Using bars instead of slices improves therfore improves
the capability to compare the different segments of data.
 
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===Example===
=== Other Forms of Charts ===
[[image:pie_chart_example.jpg|picture]]
Among pie charts, used to display percentages, other forms of charts can be used for different purposes [French, 2008]:
==== Data ====
A student's life.
Hours per week.
* '''Sleeping''' '''40%'''
* '''Partying''' '''15%'''
* '''Eating''' '''10%'''
* '''Slacking''' '''20%'''
* '''Working''' '''30%'''
* '''Studying''' '''20%'''


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* '''Column Charts''' – are used to show comparisons between items of data. A column in the chart represents the value of one item of data.  
=== Other Forms of Charts ===
* '''Bar Charts''' - are very similar to column charts, except they run horizontally on the page instead of vertically like column charts.  
Among Pie Charts, used to display percentages, other forms of charts can be used for different
* '''Line Charts''' – are used to show trends over time. Each line in the graph shows the changes in the value of one item of data.  
purposes.
* Column Charts - Used to show comparisons between items of data. A column in the chart represents the value of one item of data.  
* Bar Charts - Are very similar to column charts, except they run horizontally on the page instead of vertically like column charts.
* Line Charts - Used to show trends over time. Each line in the graph shows the changes in the value of one item of data.


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=== References ===
=== References ===
*[Hull, 1998] Stephen Hull, BusinessObjects Glossary. Last Modified at: November 5, 1998. Retreived at: November 4, 2008 http://planning.ucsc.edu/IRPS/dwh/BOBGLOSS.HTM
*[Concordia University, 1999] Unknown, Pie Chart. Last Modified at: 1999. Retrieved at: November 4, 2008 http://web2.concordia.ca/Quality/tools/21piechart.pdf
*[Concordia University, 1999] Unknown, Pie Chart. Last Modified at: 1999. Retrieved at: November 4, 2008 http://web2.concordia.ca/Quality/tools/21piechart.pdf
*[French, 2008] Ted French. Chart. http://spreadsheets.about.com/od/c/g/chart_def.htm
*[French, 2008] Ted French. Chart. http://spreadsheets.about.com/od/c/g/chart_def.htm
*[Wikipedia, 2008] Wikipedia. Pie chart. Retrieved at: November 2008. http://en.wikipedia.org/wiki/Pie_chart
*[Wikipedia, 2008] Wikipedia. Pie chart. Created at: June 15, 2004. Retrieved at: November 2008. http://en.wikipedia.org/wiki/Pie_chart
*[Statistics Canada, 2008] Statistics Canada. Pie charts. Retrieved at: November 19, 2008. http://www.statcan.ca/english/edu/power/ch9/piecharts/pie.htm
*[Statistics Canada, 2008] Statistics Canada. Pie charts. Retrieved at: November 19, 2008. http://www.statcan.ca/english/edu/power/ch9/piecharts/pie.htm

Latest revision as of 23:04, 23 November 2009

Zurueck zu Aufgabe 1

Pie Charts[edit]

Definition[edit]

A pie chart (or a circle graph) is a circular chart divided into sectors, illustrating relative magnitudes or frequencies. In a pie chart, the arc length of each sector (and consequently its central angle and area), is proportional to the quantity it represents. Together, the sectors create a full disk. It is named for its resemblance to a pie which has been sliced.
[Wikipedia, 2008]



How to use it[edit]

Pie charts are used to show percentages. The circle provides a visual concept of the whole (100%). Despite its popularity, pie charts should be used sparingly for two reasons [Statistics Canada, 2008]:

  • Use less than six components - otherwise, the resulting picture will be too complex to understand.
  • Not useful when the values of each component are similar because it is difficult to see the differences between slice sizes.


To present certain values in a pie chart it is necessary to determine how many degrees represent this share of data in comparison to the whole circle. This calculation is done by developing the equation:

  percent ÷ 100 x 360 degrees = the number of degrees

This ratio works because the total percent of the pie chart represents 100% and there are 360 degrees in a circle [Statistics Canada, 2008].

To construct a pie chart the following steps are necessary [Concordia University, 1999]:

  • Determine the proportions: find the total value for the entire category being studied and calculate the percentage for each segment or part.
  • Calculate degrees: convert the percentage values for each segment into degrees relative to the 360 degrees in the circle.
  • Construct the chart: draw a circle and divide it into appropriately sized segments.
  • Add labels and a title: label each segment or add a legend to identify the segments. Then clearly title the chart.

Variants of the Pie Chart[edit]

There are different variants of pie charts [Wikipedia, 2008]:

  • Exploded Pie Chart: One ore more sectors are separated from the rest, to highlight it.
  • Perspective (3D) pie chart: Mainly for aesthetic reasons the pie chart is displayed in 3D. But the third dimension does not improve the reading of the data. On the contrary, these plots are difficult to interpret because of the distorted effect of perspective associated with the third dimension. In general use of superfluous dimensions not used to display the data of interest is discouraged for charts in general, not only for pie charts.
  • Polar area diagram: The polar area diagram is similar to a usual pie chart, except that the sectors are each of an equal angle and differ rather in how far each sector extends from the centre of the circle, enabling multiple comparisons on one diagram.
  • Multi-Level Pie Chart: Such charts are used for representing hierarchical data. The hierarchical structure of data is depicted by means of concentric circles.

Criticism on the Pie Chart[edit]

Comparison of Pie Chart vs. Bar Chart

While pie charts are common in business and journalism, they are uncommon in scientific literature.

Pie charts can be an effective way of displaying information in some cases, in particular if the intent is to compare the size of a slice with the whole pie, rather than comparing the slices among them.
[Wikipedia, 2008]


It has been also shown that comparison by angle was less accurate than comparison by length. Also a comparison by angle (as in pie charts) was shown to be perceived less accurate than comparison by length. The Usage of bars instead of slices improves the capability to compare the different segments of data [Wikipedia, 2008].


Other Forms of Charts[edit]

Among pie charts, used to display percentages, other forms of charts can be used for different purposes [French, 2008]:

  • Column Charts – are used to show comparisons between items of data. A column in the chart represents the value of one item of data.
  • Bar Charts - are very similar to column charts, except they run horizontally on the page instead of vertically like column charts.
  • Line Charts – are used to show trends over time. Each line in the graph shows the changes in the value of one item of data.

References[edit]