Nonlinear dimensionality reduction

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Nonlinear dimensionality reduction

Quality:

Nonlinear dimensionality reduction - summary of algorithms for nonlinear dimensionality reduction. Article “Nonlinear dimensionality reduction” in English Wikipedia has 69.2 points for quality (as of July 1, 2025). The article contains 46 references and 35 sections.

This article has the best quality in Chinese Wikipedia. However, this article is the most popular in English version.

In June 2025 the article “Nonlinear dimensionality reduction” was edited by 1 authors in English Wikipedia and written by 1 authors in all languages.

Since the creation of article “Nonlinear dimensionality reduction”, its content was written by 143 registered users of English Wikipedia and edited by 160 registered Wikipedia users in all languages.

The article is cited 91 times in English Wikipedia and cited 109 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #2773 in September 2003
  • Global: #8796 in September 2003

The highest popularity rank from 2008:

  • Local (English): #136777 in April 2015
  • Global: #243274 in April 2015

There are 5 language versions for this article in the WikiRank database (of the considered 55 Wikipedia language editions).

The quality and popularity assessment was based on Wikipédia dumps from July 1, 2025 (including revision history and pageviews for previous years).

The table below shows the language versions of the article with the highest quality.

Languages with the highest quality

#LanguageQuality gradeQuality score
1Chinese (zh)
非线性降维
75.3013
2English (en)
Nonlinear dimensionality reduction
69.1791
3Catalan (ca)
Reducció de la dimensionalitat no lineal
20.8428
4Persian (fa)
کاهش غیرخطی ابعاد
13.7554
5Arabic (ar)
تقليل الأبعاد غير الخطية
13.2586
More...

The following table shows the most popular language versions of the article.

Most popular in all the time

The most popular language versions of the article "Nonlinear dimensionality reduction" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Nonlinear dimensionality reduction
1 023 121
2Chinese (zh)
非线性降维
14 821
3Persian (fa)
کاهش غیرخطی ابعاد
8 512
4Arabic (ar)
تقليل الأبعاد غير الخطية
439
5Catalan (ca)
Reducció de la dimensionalitat no lineal
250
More...

The following table shows the language versions of the article with the highest popularity in the last month.

Most popular in June 2025

The most popular language versions of the article "Nonlinear dimensionality reduction" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Nonlinear dimensionality reduction
4 312
2Chinese (zh)
非线性降维
104
3Persian (fa)
کاهش غیرخطی ابعاد
12
4Catalan (ca)
Reducció de la dimensionalitat no lineal
10
5Arabic (ar)
تقليل الأبعاد غير الخطية
6
More...

The following table shows the language versions of the article with the highest Authors’ Interest.

The highest AI

Language versions of the article "Nonlinear dimensionality reduction" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Nonlinear dimensionality reduction
143
2Chinese (zh)
非线性降维
7
3Persian (fa)
کاهش غیرخطی ابعاد
6
4Arabic (ar)
تقليل الأبعاد غير الخطية
2
5Catalan (ca)
Reducció de la dimensionalitat no lineal
2
More...

The following table shows the language versions of the article with the highest Authors’ Interest in the last month.

The highest AI in June 2025

Language versions of the article "Nonlinear dimensionality reduction" with the highest AI in June 2025
#LanguageAI awardRelative AI
1English (en)
Nonlinear dimensionality reduction
1
2Arabic (ar)
تقليل الأبعاد غير الخطية
0
3Catalan (ca)
Reducció de la dimensionalitat no lineal
0
4Persian (fa)
کاهش غیرخطی ابعاد
0
5Chinese (zh)
非线性降维
0
More...

The following table shows the language versions of the article with the highest number of citations.

The highest CI

Language versions of the article "Nonlinear dimensionality reduction" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Nonlinear dimensionality reduction
91
2Chinese (zh)
非线性降维
9
3Persian (fa)
کاهش غیرخطی ابعاد
5
4Catalan (ca)
Reducció de la dimensionalitat no lineal
4
5Arabic (ar)
تقليل الأبعاد غير الخطية
0
More...

Scores

Estimated value for Wikipedia:
English:
Global:
Popularity in June 2025:
English:
Global:
Popularity in all years:
English:
Global:
Authors in June 2025:
English:
Global:
Registered authors in all years:
English:
Global:
Citations:
English:
Global:

Quality measures

Interwikis

#LanguageValue
arArabic
تقليل الأبعاد غير الخطية
caCatalan
Reducció de la dimensionalitat no lineal
enEnglish
Nonlinear dimensionality reduction
faPersian
کاهش غیرخطی ابعاد
zhChinese
非线性降维

Popularity rank trends

Best Rank English:
#136777
04.2015
Global:
#243274
04.2015

AI rank trends

Best Rank English:
#2773
09.2003
Global:
#8796
09.2003

Local AI rank history

Global AI rank history

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Nonlinear dimensionality reduction from Wikipedia articles about UMAP, T-Distributed Stochastic Neighbor Embedding, Dimensionality reduction, Manifold hypothesis and Kernel principal component analysis. Whereas reading the article about Nonlinear dimensionality reduction people most often go to Wikipedia articles on T-Distributed Stochastic Neighbor Embedding, Latent space, Sammon projection, Self-organizing map and Dimensionality reduction.

Cumulative results of quality and popularity of the Wikipedia article

List of Wikipedia articles in different languages (starting with the most popular):

News from 15 February 2026

On 15 February 2026 in multilingual Wikipedia, Internet users most often read articles on the following topics: Jeffrey Epstein, Wuthering Heights, 2026 Winter Olympics, Epstein files, Ilia Malinin, Wuthering Heights, Ghislaine Maxwell, Lucas Pinheiro Braathen, 2026 Winter Olympics medal table, Valentine's Day.

In English Wikipedia the most popular articles on that day were: Jeffrey Epstein, Wuthering Heights, Wuthering Heights (2026 film), 2026 Winter Olympics, Lucas Pinheiro Braathen, Ice hockey at the 2026 Winter Olympics – Men's tournament, Epstein files, John F. Kennedy Jr., Anthony Kim, James Van Der Beek.

About WikiRank

The WikiRank project is intended for automatic relative evaluation of the articles in the various language versions of Wikipedia. At the moment the service allows to compare over 44 million Wikipedia articles in 55 languages. Quality scores of articles are based on Wikipedia dumps from July, 2025. When calculating current popularity and AI of articles data from June 2025 was taken into account. For historical values of popularity and AI WikiRank used data from 2001 to 2025... More information