Chapter 6 (Data Summary) Flashcards

1
Q

What is categorical data?

A

Data values have values that correspond to categories or types.

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2
Q

What is anther name for categorical data?

A

Nominal, or qualitative

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3
Q

What is numerical data?

A

Data have integer or real number values.

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4
Q

What is anther name for numerical data?

A

Quantitative

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5
Q

What is the distribution of a variable?

A

The set of all values the variable can take in, and their associated probabilities.

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6
Q

What is a bar chart?

A

A chart that consists of bars with heights proportional to the number of observations in the category

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7
Q

What type of data do bar charts represent?

A

Categorical data

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8
Q

What are bar charts good for?

A

Comparing categories!

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9
Q

What does a pie chart emphasize?

A

The proportion of the total data set that falls into each category.

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10
Q

How to find the portion of a pie chart for a given category?

A

The angle will be r/n * 360 degrees

r = category value
n = # of total observations
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11
Q

What data type do pie charts display?

A

Categorical

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12
Q

What is a histogram?

A

Similar to a bar chart, a histogram has bars, but is used to present numerical data, not categorical.

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13
Q

What is a smoothed histogram?

A

A curve that summarizes the features of a histogram.

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14
Q

How is data displayed in a histogram?

A

It is separated into “classes” or “bins”, and the count or percentage of the data in each class is represented by a bar.

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15
Q

What does plotting data enable us to do?

A

Look for overall patterns or deviations from the pattern in the data.

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16
Q

What are the extreme values (left and right ends) of a distribution called?

A

The tails

17
Q

What is a skewed distribution?

A

A distribution with a long tail

18
Q

What does a right skewed distribution look like?

A

The distribution has a long right tail

19
Q

What does a left skewed distribution look like?

A

The distribution has a long left talk

20
Q

What is a mode?

A

A peak in a distribution.

21
Q

What is unimodal?

A

The distribution has one mode

22
Q

What is bimodal?

A

The distribution has two modes.

23
Q

What is multimodal?

A

A distribution with multiple modes in it.

24
Q

What does a symmetric distribution look like?

A

It is the same in both of its tails. It can be flipped on the vertical axis in its middle.

25
Q

What are outliers?

A

Observations that are apart from the majority of the data.

26
Q

What to do when a data set has outliers?

A

Look for an explanation of the outliers. If they aren’t erroneous, do NOT remove them.

27
Q

What is sample mean?

A

Sum of the values in a list divided by the number of values in the list.

28
Q

What is the median?

A

The middle data point. If the number of observations is even, then the median is the mean of the two middle points.

29
Q

What is the numerical mode?

A

The value that occurs the most often.

30
Q

What is the pth percentile?

A

A value such that p% of the values are smaller than it

31
Q

What is the lower quartile?

A

25th percentile

32
Q

What is the interquartile range?

A

The difference between the upper and lower quartile.

33
Q

What kind of data does a boxplot show?

A

Numerical data!

34
Q

What does a boxplot look like?

A
  • a central box between the upper and lower quartile
  • a line through the box at the median
  • “whiskers” extending to the minimum and maximum values.