distribution curve

Data spread visualization

A distribution curve is a graph showing how values in a dataset are spread across a range.

The horizontal axis represents possible values, the vertical axis their frequency or probability.

The shape reveals patterns—a bell curve indicates values clustering around a central point, while skewed curves show data bunched toward one end.

The test scores followed a normal distribution curve.

statistical

normal

Conforming to standard

median · mode · standard deviation · variance · skewness · percentile · quartile · z-score · cumulative · bimodal

analysis

outliers

Extreme data points

interquartile range · boxplot · scatterplot · normalization · regression · correlation · residuals · sampling · population · hypothesis testing

shape

symmetry

Invariance under transformation

  • skewTwist from straight
  • tailRear animal appendage
  • peakUtmost height attained

slope · inflection point · flatness · steepness · concentration · dispersion · truncated · bounded · unbounded · shifted

probability

random variable

Function quantifying probabilistic outcomes

stochastic · binomial · exponential · uniform · chi-square · law of large numbers · confidence interval · p-value · significance

applied

demographics

Statistical population characteristics

risk assessment · test scores · measurement error

Categories
Opposites
aggregation level

distribution curveraw data

Unanalyzed collected information

data points · data set · scatter plot

data representation form

distribution curvedata table

Organized grid of values

dot plot · raw numbers · tabular data · scatter plot · histogram

probabilistic vs. deterministic

distribution curveconstant

Fixed, unvarying quantity

Family

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