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Methods of Visualization
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1
Descriptive Statistics
Statistical methods used to summarize and describe the main features of a data set.
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2
Measures of Central Tendency
Statistics that describe the center of a data set, including mean, median, and mode.
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3
Measures of Variability
Statistics that describe the dispersion or spread of a data set, such as range and standard deviation.
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4
Standard Deviation
A measure of the amount of variation or dispersion of a set of values.
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5
Frequency Distribution
A way to organize data to show how often each value occurs.
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6
Grouped Frequency Distribution
A frequency distribution in which data are binned into ranges.
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7
Histogram
A graphical representation of the distribution of numerical data, similar to a bar graph.
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8
Cumulative Frequency Curve
A line graph showing the cumulative frequency of each range of data.
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9
Stem-and-Leaf Plot
A method of displaying quantitative data in which the stem is the leading digit(s) and the leaf is the last digit.
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10
Box-and-Whisker Plot
A graphical representation that summarizes data based on a five-number summary: minimum, first quartile, median, third quartile, and maximum.
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11
Interquartile Range (IQR)
A measure of statistical dispersion, it is the difference between the first and third quartiles.
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12
Normal Distribution
A bell-shaped distribution where most values cluster around a central peak, with symmetrical tails.
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13
Bimodal Distribution
A distribution with two different modes or peaks.
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14
Positively Skewed Distribution
A distribution with a long tail on the right side, indicating that there are a few extreme high values.
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15
Negatively Skewed Distribution
A distribution with a long tail on the left side, indicating that there are a few extreme low values.
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16
Outlier
An extremely high or low value in a data set that differs significantly from other observations.
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17
Mean
The average value of a set of numbers, calculated by dividing the sum of the values by the number of values.
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18
Median
The middle value of a data set when the values are arranged in ascending order.
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19
Mode
The value or values that occur most frequently in a data set.
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20
Bin Range
The intervals used to group continuous data in a frequency distribution or histogram.
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