Sampling bias

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Sampling bias

Quality:

Sampling bias - bias in which a sample is collected in such a way that some members of the intended population are less likely to be included than others. Article “Sampling bias” in English Wikipedia has 43.5 points for quality (as of July 1, 2026). The article contains 22 references and 10 sections.

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

Since the creation of article “Sampling bias”, its content was written by 198 registered users of English Wikipedia and edited by 387 registered Wikipedia users in all languages.

The article is cited 543 times in English Wikipedia and cited 1610 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #10536 in October 2002
  • Global: #12797 in February 2002

The highest popularity rank from 2008:

  • Local (English): #55883 in October 2014
  • Global: #89291 in October 2014

There are 21 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, 2026 (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)
Sampling bias
43.5258
2Ukrainian (uk)
Упередження вибірки
32.2974
3Catalan (ca)
Mostra esbiaixada
31.35
4Czech (cs)
Zkreslení vzorku
28.4987
5Dutch (nl)
Selectief winkelen
26.6017
6Hindi (hi)
प्रतिचयन अभिनति
25.4698
7Russian (ru)
Смещение выборки
21.9033
8Arabic (ar)
انحياز استعياني
21.1371
9Polish (pl)
Obciążenie próby
19.8874
10Persian (fa)
سوگیری نمونه‌گیری
18.9876
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 "Sampling bias" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Sampling bias
2 166 485
2Spanish (es)
Sesgo muestral
276 700
3French (fr)
Échantillon biaisé
86 262
4Dutch (nl)
Selectief winkelen
74 012
5Chinese (zh)
偏差樣本
50 300
6Portuguese (pt)
Amostra enviesada
16 159
7Finnish (fi)
Vinoutunut otos
14 160
8Hebrew (he)
דגימה מוטה
12 773
9Catalan (ca)
Mostra esbiaixada
11 164
10Russian (ru)
Смещение выборки
9 655
More...

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

Most popular in June 2026

The most popular language versions of the article "Sampling bias" in June 2026
#LanguagePopularity awardRelative popularity
1English (en)
Sampling bias
2 644
2Chinese (zh)
偏差樣本
185
3Dutch (nl)
Selectief winkelen
107
4Russian (ru)
Смещение выборки
96
5Spanish (es)
Sesgo muestral
73
6French (fr)
Échantillon biaisé
50
7Portuguese (pt)
Amostra enviesada
33
8Italian (it)
Bias di campionamento
31
9Hebrew (he)
דגימה מוטה
26
10Polish (pl)
Obciążenie próby
25
More...

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

The highest AI

Language versions of the article "Sampling bias" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Sampling bias
198
2French (fr)
Échantillon biaisé
38
3Dutch (nl)
Selectief winkelen
22
4Spanish (es)
Sesgo muestral
19
5Finnish (fi)
Vinoutunut otos
16
6Hebrew (he)
דגימה מוטה
15
7Italian (it)
Bias di campionamento
10
8Portuguese (pt)
Amostra enviesada
10
9Arabic (ar)
انحياز استعياني
9
10Chinese (zh)
偏差樣本
9
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 2026

Language versions of the article "Sampling bias" with the highest AI in June 2026
#LanguageAI awardRelative AI
1Ukrainian (uk)
Упередження вибірки
1
2Arabic (ar)
انحياز استعياني
0
3Catalan (ca)
Mostra esbiaixada
0
4Czech (cs)
Zkreslení vzorku
0
5English (en)
Sampling bias
0
6Spanish (es)
Sesgo muestral
0
7Persian (fa)
سوگیری نمونه‌گیری
0
8Finnish (fi)
Vinoutunut otos
0
9French (fr)
Échantillon biaisé
0
10Galician (gl)
Mostraxe polarizada
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 "Sampling bias" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Sampling bias
543
2Arabic (ar)
انحياز استعياني
239
3Chinese (zh)
偏差樣本
195
4Ukrainian (uk)
Упередження вибірки
186
5French (fr)
Échantillon biaisé
94
6Persian (fa)
سوگیری نمونه‌گیری
74
7Serbian (sr)
Pristrasnost uzorkovanja
68
8Hebrew (he)
דגימה מוטה
60
9Catalan (ca)
Mostra esbiaixada
31
10Spanish (es)
Sesgo muestral
29
More...

Scores

Estimated value for Wikipedia:
English:
Global:
Popularity in June 2026:
English:
Global:
Popularity in all years:
English:
Global:
Authors in June 2026:
English:
Global:
Registered authors in all years:
English:
Global:
Citations:
English:
Global:

Quality measures

Interwikis

#LanguageValue
arArabic
انحياز استعياني
caCatalan
Mostra esbiaixada
csCzech
Zkreslení vzorku
enEnglish
Sampling bias
esSpanish
Sesgo muestral
faPersian
سوگیری نمونه‌گیری
fiFinnish
Vinoutunut otos
frFrench
Échantillon biaisé
glGalician
Mostraxe polarizada
heHebrew
דגימה מוטה
hiHindi
प्रतिचयन अभिनति
idIndonesian
Bias pengambilan sampel
itItalian
Bias di campionamento
nlDutch
Selectief winkelen
plPolish
Obciążenie próby
ptPortuguese
Amostra enviesada
roRomanian
Eșantion părtinitor
ruRussian
Смещение выборки
srSerbian
Pristrasnost uzorkovanja
ukUkrainian
Упередження вибірки
zhChinese
偏差樣本

Popularity rank trends

Best Rank English:
#55883
10.2014
Global:
#89291
10.2014

AI rank trends

Best Rank English:
#10536
10.2002
Global:
#12797
02.2002

Languages comparison

Important global interconnections (July 2025 – June 2026)

Wikipedia readers most often find their way to information on Sampling bias from Wikipedia articles about Survivorship bias, Gaëtan Dugas, Berksons paradox, Selection bias and Coprolalia. Whereas reading the article about Sampling bias people most often go to Wikipedia articles on Selection bias, Bias, Survivorship bias, Inclusion probability and Spotlight effect.

Cumulative results of quality and popularity of the Wikipedia article

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

News from 1 July 2026

On 1 July 2026 in multilingual Wikipedia, Internet users most often read articles on the following topics: 2026 FIFA World Cup, Kylian Mbappé, Erling Haaland, Democratic Republic of the Congo, FIFA World Cup, Harry Kane, Romelu Lukaku, Senegal, Michael Olise, Sadio Mané.

In English Wikipedia the most popular articles on that day were: 2026 FIFA World Cup, Harry Kane, Julián Quiñones, List of FIFA World Cup top goalscorers, Kylian Mbappé, Democratic Republic of the Congo, Erling Haaland, DR Congo national football team, Melat Kiros, FIFA World Cup.

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 50 million Wikipedia articles in 55 languages. Quality scores of articles are based on Wikipedia dumps from July, 2026. When calculating current popularity and AI of articles data from June 2026 was taken into account. For historical values of popularity and AI WikiRank used data from 2001 to 2026... More information