symmetrical distribution

USAGE SUMMARY

The phrase 'symmetrical distribution' is correct and usable in written English.
You can use it in a sentence to describe a situation in which the values of a certain variable are distributed evenly around an average or median value. For example: "The results of the survey showed a symmetrical distribution of responses."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

40% of Elsevier's magazines have a remarkably symmetrical distribution.

Harvard University

Each group has a different symmetrical distribution feature of working MFTs.

Applied Energy

Using their symmetrical distribution as a clue to galactic structure, Dr. Shapley calculated that the center of the galaxy lay 50,000 lightyears from the earth.

The New York Times

It is assumed that the fragment velocity directions have a spherically symmetrical distribution.

Advances in Space Research

The uniform shear leads to a special symmetrical distribution of mean concentration free of skewness.

Journal of Hydrology

The results indicated that the fluid velocity field in heat pump has an incomplete axially symmetrical distribution.

Vacuum

Sialon Si3N4 graded nano-composite ceramic tool materials with five-layered symmetrical distribution were fabricated by using hot pressing technique.

Composites Part B: Engineering

The symmetrical distribution of the L-shape lever mechanisms can avoid the bending moments and lateral forces at the driving end to protect the piezoelectric actuator.

Sensors and Actuators A: Physical

The symmetrical distribution and lack of blood byproducts and enhancement are helpful imaging clues.

Insights into Imaging

Note symmetrical distribution and prominent cortical involvement, as opposed to Fig. 3, which shows Herpes encephalitis.

Insights into Imaging

Ideally, we like to see a bell-shaped, symmetrical distribution around the mean value.

Environmental Systems Research

Expert writing Tips

Best practice

When describing data, clarify the variable that exhibits the "symmetrical distribution" to ensure clear communication. For example, specify: “the symmetrical distribution of test scores”.

Common error

Avoid using "symmetrical distribution" without statistically confirming the symmetry of the data. Visual inspection alone can be misleading; use appropriate statistical tests to validate the symmetry.

Linguistic Context

The phrase "symmetrical distribution" functions primarily as a descriptive term, often acting as a noun phrase modified by the adjective "symmetrical". It describes the arrangement or spread of data, elements, or characteristics around a central point or value. As confirmed by Ludwig, the phrase is grammatically correct.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "symmetrical distribution" is a grammatically correct and very common phrase, according to Ludwig AI, used primarily in scientific and academic contexts to describe data or patterns evenly arranged around a central point. It's important to statistically verify symmetry before using the term and to clearly define the variable exhibiting the distribution. Alternatives like "balanced distribution" or "even distribution" can be used for slight variations in meaning. The usage examples that Ludwig provides highlight its role in providing concise descriptions of data patterns.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

balanced distribution

Refers to an even allocation, similar to symmetrical but emphasizing equilibrium.

even distribution

Highlights uniformity in the spread, akin to symmetrical in its regularity.

uniform distribution

Emphasizes consistency across the range, like symmetrical in its balanced nature.

regular distribution

Focuses on the predictable pattern, sharing the idea of order with symmetrical.

proportional distribution

Stresses the equal ratios, related to symmetrical in maintaining balance.

mirrored distribution

Underscores the reflective symmetry, more visually descriptive than symmetrical.

centered distribution

Highlights the data being arranged around the center point

Gaussian distribution

Specifically describes a bell-shaped symmetrical curve, more technical than "symmetrical distribution".

normal distribution

Highlights data being arranged in the bell curve pattern, more technical than symmetrical

symmetrical arrangement

Focuses on the spatial arrangement rather than the distribution of values.

FAQs

How can I visually represent a "symmetrical distribution"?

A histogram or a frequency polygon can visually represent a "symmetrical distribution", showing the data's frequency around a central value.

What are some alternatives to "symmetrical distribution" in data analysis?

In data analysis, you might use alternatives like "balanced distribution" or "even distribution" instead of "symmetrical distribution", depending on the specific nuance you want to convey.

What does a non-symmetrical distribution indicate?

A non-symmetrical distribution, also known as a skewed distribution, indicates that the data is not evenly distributed around the mean. One tail of the distribution is longer than the other.

In what contexts is the term "symmetrical distribution" commonly used?

The term "symmetrical distribution" is commonly used in statistics, physics, and image processing to describe data or patterns that are evenly distributed around a central point.