cluster analysis on two dimensions vs cluster analysis in two dimensions

Both phrases are correct, but they are used in slightly different contexts. 'Cluster analysis on two dimensions' implies that the analysis is being performed using those two dimensions as the basis, while 'Cluster analysis in two dimensions' suggests that the analysis is taking place within the context of those two dimensions.

Last updated: March 24, 2024 • 662 views

This phrase is correct and commonly used in the context of performing cluster analysis based on two dimensions.

"cluster analysis on two dimensions"

This phrase is used when referring to the process of conducting cluster analysis using two specific dimensions as the basis for the analysis.

Examples:

The researchers conducted cluster analysis on two dimensions: age and income.
The software allows for cluster analysis on two dimensions to identify patterns in the data.

Show examples from the web [+]

So I ran a cluster analysis on the student files of our three victims -
The results were processed using multidimensional statistical methods (factor, dispersion and cluster analysis, etc.).
These two dimensions must be reconciled with one another.
These two dimensions of transparency should not be mixed up.
They're from a universe with only two dimensions.
Someone found a way to bind iron so it can exist between two dimensions.
Alex can't see Laura because he's trapped in two dimensions.
For over 10 days, I drifted between two dimensions.
There are two dimensions to the programme.
As beautiful and impressive as it is, we're only seeing two dimensions.
«Professional independence» has two dimensions in the context of the ESCB's statistical function.
This amendment introduces two dimensions into this article.
It was a very interesting debate and there were two dimensions.
Also, the adoption of this resolution integrates two dimensions, which I consider to be fundamental.
The origin of the grid shall be described in two dimensions.
When I move left or right, two dimensions.
European arms policy has two dimensions: a strategic and an operational dimension.
Okay, so... to show that, they've turned three-dimensional space into two dimensions... which turns a wormhole into two dimensions, a circle.
See, he believed the Bible was a holographic computer program, and instead of two dimensions, it should be studied in three.
Limiting diffusions to two dimensions and... increases the number of evolutionary jumps within the species.

Alternatives:

cluster analysis using two dimensions
cluster analysis with two dimensions

This phrase is correct and commonly used to describe the context in which cluster analysis is being conducted within two dimensions.

"cluster analysis in two dimensions"

This phrase is used when describing the setting or context in which cluster analysis is taking place, specifically within the framework of two dimensions.

Examples:

The study focused on cluster analysis in two dimensions to understand the relationship between variables.
The algorithm is designed for cluster analysis in two dimensions to visualize data clusters.

Show examples from the web [+]

Alex can't see Laura because he's trapped in two dimensions.
The origin of the grid shall be described in two dimensions.
In two dimensions, if you make, like, a fabric out of them, they're 30 times stronger than Kevlar.
You can have a kind of flexible screen or display, like this - a regular configuration in two dimensions.
The probe reveals that the objects exist entirely in two dimensions, on a single plane.
This transatlantic relationship should be strengthened in two dimensions: the institutional dimension and the physical dimension, involving cooperation in practice.
You can pick a fight in two dimensions?
Compounding that, the material of choice, laminate, that I was trying to highlight, only bends in two dimensions.
If it looks like a rose, and you go to touch it and it's in two dimensions, it's only a photo.
Peter Parker: Standing on the precipice, I can soar away from this. JT: We're trying to do everything in live theater that you can't do in two dimensions in film and television.
It eats fish, an intersecting set represented in two dimensions.
It requires a laboratory to see it in three dimension, but in two dimensions I think you can see the beautiful symmetry and illumination of a normal mind at work.
(b) to the law of copyright in Member States, restricting the reproduction of drawing or other artistic representations of topographies by copying them in two dimensions.
Note that you may drag sides or corners (which will adjust the size in two dimensions at once.)
The results were processed using multidimensional statistical methods (factor, dispersion and cluster analysis, etc.).
These two dimensions must be reconciled with one another.
The dog's got a cloudy eye, and she's got a cloudy eye, And they just stand there looking at the street In two dimensions together, and -
So I ran a cluster analysis on the student files of our three victims -
These two dimensions of transparency should not be mixed up.
They're from a universe with only two dimensions.

Alternatives:

cluster analysis within two dimensions
cluster analysis using two dimensions

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cluster analysis on two dimensions vs cluster analysis in two dimensions