K-means++

es

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K-means++

Quality:

K-means++ - algorithm for choosing the initial values for the k-means clustering algorith. Article “K-means++” in Spanish Wikipedia has 21.2 points for quality (as of July 1, 2025). The article contains 11 references and 6 sections.

This article has the best quality in English Wikipedia. Also, this article is the most popular in that (Spanish) language version.

Since the creation of article “K-means++”, its content was written by 6 registered users of Spanish Wikipedia and edited by 79 registered Wikipedia users in all languages.

The article is cited 2 times in Spanish Wikipedia and cited 216 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (Spanish): #32217 in November 2015
  • Global: #75621 in November 2024

The highest popularity rank from 2008:

  • Local (Spanish): #308597 in June 2017
  • Global: #277840 in November 2017

There are 7 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
1English (en)
K-means++
29.6325
2Serbian (sr)
K-means++
24.511
3Persian (fa)
خوشه‌بندی کی-میانگین++
22.2703
4Spanish (es)
K-means++
21.2139
5French (fr)
K-means++
15.0124
6Japanese (ja)
K-means++法
8.3946
7Russian (ru)
K-means++
7.4387
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 "K-means++" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
K-means++
646 278
2Japanese (ja)
K-means++法
72 694
3Russian (ru)
K-means++
36 341
4Spanish (es)
K-means++
14 411
5Serbian (sr)
K-means++
1 719
6Persian (fa)
خوشه‌بندی کی-میانگین++
576
7French (fr)
K-means++
565
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 "K-means++" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
K-means++
1 932
2Japanese (ja)
K-means++法
192
3Russian (ru)
K-means++
78
4Spanish (es)
K-means++
68
5French (fr)
K-means++
67
6Persian (fa)
خوشه‌بندی کی-میانگین++
12
7Serbian (sr)
K-means++
5
More...

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

The highest AI

Language versions of the article "K-means++" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
K-means++
43
2Japanese (ja)
K-means++法
9
3Russian (ru)
K-means++
9
4Spanish (es)
K-means++
6
5French (fr)
K-means++
5
6Persian (fa)
خوشه‌بندی کی-میانگین++
4
7Serbian (sr)
K-means++
3
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 "K-means++" with the highest AI in June 2025
#LanguageAI awardRelative AI
1English (en)
K-means++
0
2Spanish (es)
K-means++
0
3Persian (fa)
خوشه‌بندی کی-میانگین++
0
4French (fr)
K-means++
0
5Japanese (ja)
K-means++法
0
6Russian (ru)
K-means++
0
7Serbian (sr)
K-means++
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 "K-means++" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1Japanese (ja)
K-means++法
201
2English (en)
K-means++
10
3Spanish (es)
K-means++
2
4French (fr)
K-means++
1
5Russian (ru)
K-means++
1
6Serbian (sr)
K-means++
1
7Persian (fa)
خوشه‌بندی کی-میانگین++
0
More...

Scores

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

Quality measures

Interwikis

#LanguageValue
enEnglish
K-means++
esSpanish
K-means++
faPersian
خوشه‌بندی کی-میانگین++
frFrench
K-means++
jaJapanese
K-means++法
ruRussian
K-means++
srSerbian
K-means++

Popularity rank trends

Best Rank Spanish:
#308597
06.2017
Global:
#277840
11.2017

AI rank trends

Best Rank Spanish:
#32217
11.2015
Global:
#75621
11.2024

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on K-means++ from Wikipedia articles about K-means clustering, Lloyds algorithm, Cluster analysis, Image segmentation and Scikit-learn. Whereas reading the article about K-means++ people most often go to Wikipedia articles on K-means clustering, Lloyds algorithm, Scikit-learn, NP-hardness and Rafail Ostrovsky.

Cumulative results of quality and popularity of the Wikipedia article

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

News from 16 March 2026

On 16 March 2026 in multilingual Wikipedia, Internet users most often read articles on the following topics: 98th Academy Awards, Michael B. Jordan, Sinners, Jessie Buckley, Paul Thomas Anderson, Sean Penn, One Battle After Another, Amy Madigan, Hamnet, Timothée Chalamet.

In Spanish Wikipedia the most popular articles on that day were: 98.ª edición de los Premios Óscar, Una batalla tras otra, Michael B. Jordan, Marcelo Araujo, Paul Thomas Anderson, Amy Madigan, Jessie Buckley, Sean Penn, Sinners, Hamnet (película).

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