Data Visualization
Teneal Metcalf (Charlie)
Created on October 12, 2023
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Transcript
Info
Binary
Binary
Ordinal
Ordinal
quantitative
Qualitative
Binary
Nominal
Discrete
Nominal
qualitative; concerned with qualities, NOT numbers colors, like red, orange, are qualitative (unless you give the wavelength eg. 620nm)
quantitative; concerned with quantity, aka numbers
- gender
- race
- astrology sign
- favorite class
lacks order or rankqualitative
nominal data
A bar graph of nicest fruit shows nominal data, and the count of people who judge the fruit nicest is quantitative, discrete data.
- smoker/non
- COVID positive/negative
- have/have not (Y chromosome)
- heads or tails (coinflip)
two optionsqualitative
binary data
This box and whiskers plot compares the binary data of a pulmonary embolism (blocked artery to lungs) to quantitative continuous data (shock index).
can be rankedqualitative
ordinal data
- income level
- education level
- satisfaction ratings
- stage of cancer
- pain level
A bar graph of nicest fruit shows nominal data, and the count of people who judge the fruit nicest is quantitative, discrete data.
can't be reducedquantitative
discrete data
- amount of children
- (you have 1, 2,3, not 2.5 children!)
- # of M&Ms in a bag
can't be reducedquantitative
continuous data
- amount of children
- (you have 1, 2,3, not 2.5 children!)
- # of M&Ms in a bag
Nominal
- smoker/non
- COVID positive/negative
- have/have not (Y chromosome)
- heads or tails (coinflip)
two optionsqualitative
binary data
This box and whiskers plot compares the binary data of a pulmonary embolism (blocked artery to lungs) to quantitative continuous data (shock index).
Nominal
- smoker/non
- COVID positive/negative
- have/have not (Y chromosome)
- heads or tails (coinflip)
two optionsqualitative
binary data
This box and whiskers plot compares the binary data of a pulmonary embolism (blocked artery to lungs) to quantitative continuous data (shock index).