Data types Flashcards
Nominal Variables
a qualitative measure that uses discrete categories to describe qualitative differences.
examples:
types of pets: birds, fish, cats, dogs
gender, eye color, type of house…
Ordinal Variables
rank-orders participants on some scale or attribute.
the difference between numbers does not convey fixed or equal differences
Examples
Education level Survey question response
Interval Data
the distance between pairs of consecutive numbers is assumed to be equal
examples
Temperature
IQ scores
–NO MEANINGFUL ZERO POINT-
Ratio variable
It has all the characteristics of interval data plus a meaningful zero point
Example
AGE, weight, cost of a car in dollars
It is also important to note that more precise data
can always be
scaled down to less precise data
what is this bar chart called?

A pictogram

what’ s wrong here?

The area of the graphic is increased along with the height of the bar chart. It’s deceptive.
The distribution of a categorical variable is summarized using:
Graphical display: pie chart or bar chart, supplemented by
Numerical summaries: category counts and percentages.
[
including
(
not including
Medians

Vagueness of the median

What’s the difference between the two data sets?

Spread/Variability
How are quartiles divided about the median?

According to the Tukey Method
Suspected outliers are…
below Q1 - 1.5(IQR) or
above Q3 + 1.5(IQR)

A 5 number summary
produces the values used for a boxplot
medians, boxplots, and 5 number summaries are generally useful for…
measures of center and spread