Browse Definitions :
Definition

scatter plot

A scatter plot is a set of points plotted on a horizontal and vertical axes.

Scatter plots are important in statistics because they can show the extent of correlation, if any, between the values of observed quantities or phenomena (called variables). If no correlation exists between the variables, the points appear randomly scattered on the coordinate plane. If a large correlation exists, the points concentrate near a straight line. Scatter plots are useful data visualization tools for illustrating a trend.

Besides showing the extent of correlation, a scatter plot shows the sense of the correlation:

  • If the vertical (or y-axis) variable increases as the horizontal (or x-axis) variable increases, the correlation is positive.
  • If the y-axis variable decreases as the x-axis variable increases or vice-versa, the correlation is negative.
  • If it is impossible to establish either of the above criteria, then the correlation is zero.

The maximum possible positive correlation is +1 or +100%, when all the points in a scatter plot lie exactly along a straight line with a positive slope. The maximum possible negative correlation is -1 or -100%, in which case all the points lie exactly along a straight line with a negative slope.

Correlation is often confused with causation, either accidentally (as a result of false or unproved hypotheses) or deliberately (with intent to deceive). However, in the pure sense, while a scatter plot can reveal the nature and extent of correlation, it says nothing about causation.

See also: graph theory, pictograph, bar graph, point-to-point graph, sparkline, time series chart

This was last updated in December 2012

Continue Reading About scatter plot

SearchNetworking
SearchSecurity
  • man in the browser (MitB)

    Man in the browser (MitB) is a security attack where the perpetrator installs a Trojan horse on the victim's computer that is ...

  • Patch Tuesday

    Patch Tuesday is the unofficial name of Microsoft's monthly scheduled release of security fixes for the Windows operating system ...

  • parameter tampering

    Parameter tampering is a type of web-based cyber attack in which certain parameters in a URL are changed without a user's ...

SearchCIO
  • e-business (electronic business)

    E-business (electronic business) is the conduct of business processes on the internet.

  • business resilience

    Business resilience is the ability an organization has to quickly adapt to disruptions while maintaining continuous business ...

  • chief procurement officer (CPO)

    The chief procurement officer, or CPO, leads an organization's procurement department and oversees the acquisitions of goods and ...

SearchHRSoftware
SearchCustomerExperience
  • first call resolution (FCR)

    First call resolution (FCR) is when customer service agents properly address a customer's needs the first time they call.

  • customer intelligence (CI)

    Customer intelligence (CI) is the process of collecting and analyzing detailed customer data from internal and external sources ...

  • clickstream data (clickstream analytics)

    Clickstream data and clickstream analytics are the processes involved in collecting, analyzing and reporting aggregate data about...

Close