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Quantitative Data
Data that can be measured with numbers.
Qualitative Data
Observations
Quantitative Data: Methods of Measurement
Interval
Ratio
Qualitative Data: Methods of Measurement
Nominal
Ordinal
Ratio Data
Data that is collected in a scale with an absolute zero.
Interval Data
Data that is collected in intervals without an absolute zero (ex: Celcius)
Quantitative Data Variation
Range or Standard Deviation
Qualitative Data Measurement
Frequency Distribution
Range
The range is the difference between the highest and lowest values in a data set. It is calculated by subtracting the minimum value from the maximum value.
Frequency Distribution
A frequency distribution is a summary of how often each value occurs in a dataset. It organizes data into categories or intervals, showing the number of occurrences (frequency) for each category, helping to visualize and analyze the distribution of data points.
Central Tendency
The three main measures of central tendency are the mean, median, and mode. The mean is the average of a data set, the median is the middle value when data is ordered, and the mode is the most frequently occurring value.
Quantitative Data Central Tendency
Mean, Median, Mode
Qualitative Data Central Tendency
Median and Mode
Mode
The value that shows up the most often in a data set when it is ordered.
Median
The number that is at the center of the data set.
Mean
The average.