Data augmentation

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Data augmentation

Quality:

Data augmentation - creation of more data based on previously collected data to enhance the performance of a statistical model. Article “Data augmentation” in English Wikipedia has 32.5 points for quality (as of July 1, 2026). The article contains 20 references and 10 sections. The article also contains templates indicating quality issues, therefore its score was reduced by 1.71 points.

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

Since the creation of article “Data augmentation”, its content was written by 43 registered users of English Wikipedia and edited by 78 registered Wikipedia users in all languages.

The article is cited 325 times in English Wikipedia and cited 822 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #77670 in April 2024
  • Global: #55619 in February 2024

The highest popularity rank from 2008:

  • Local (English): #163427 in May 2022
  • Global: #288553 in May 2022

There are 11 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
1Persian (fa)
افزایش داده
43.406
2Catalan (ca)
Augment de dades
35.9257
3Indonesian (id)
Augmentasi data
35.2985
4English (en)
Data augmentation
32.4764
5Czech (cs)
Augmentace dat
31.623
6French (fr)
Augmentation de donnée
29.8663
7Azerbaijani (az)
Verilənlərin artırılması
25.8742
8Chinese (zh)
数据增强
23.8683
9Arabic (ar)
زيادة البيانات
21.7572
10Japanese (ja)
データ拡張
14.9389
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 "Data augmentation" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Data augmentation
260 520
2Chinese (zh)
数据增强
4 161
3Korean (ko)
데이터 증대
3 552
4Persian (fa)
افزایش داده
2 287
5French (fr)
Augmentation de donnée
2 174
6Czech (cs)
Augmentace dat
550
7Japanese (ja)
データ拡張
474
8Arabic (ar)
زيادة البيانات
384
9Indonesian (id)
Augmentasi data
248
10Azerbaijani (az)
Verilənlərin artırılması
152
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 "Data augmentation" in June 2026
#LanguagePopularity awardRelative popularity
1English (en)
Data augmentation
1 010
2Chinese (zh)
数据增强
108
3Japanese (ja)
データ拡張
48
4French (fr)
Augmentation de donnée
35
5Korean (ko)
데이터 증대
28
6Persian (fa)
افزایش داده
19
7Indonesian (id)
Augmentasi data
15
8Catalan (ca)
Augment de dades
14
9Czech (cs)
Augmentace dat
11
10Azerbaijani (az)
Verilənlərin artırılması
3
More...

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

The highest AI

Language versions of the article "Data augmentation" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Data augmentation
43
2Persian (fa)
افزایش داده
8
3French (fr)
Augmentation de donnée
8
4Czech (cs)
Augmentace dat
5
5Korean (ko)
데이터 증대
4
6Chinese (zh)
数据增强
3
7Azerbaijani (az)
Verilənlərin artırılması
2
8Indonesian (id)
Augmentasi data
2
9Arabic (ar)
زيادة البيانات
1
10Catalan (ca)
Augment de dades
1
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 "Data augmentation" with the highest AI in June 2026
#LanguageAI awardRelative AI
1Arabic (ar)
زيادة البيانات
0
2Azerbaijani (az)
Verilənlərin artırılması
0
3Catalan (ca)
Augment de dades
0
4Czech (cs)
Augmentace dat
0
5English (en)
Data augmentation
0
6Persian (fa)
افزایش داده
0
7French (fr)
Augmentation de donnée
0
8Indonesian (id)
Augmentasi data
0
9Japanese (ja)
データ拡張
0
10Korean (ko)
데이터 증대
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 "Data augmentation" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Data augmentation
325
2Arabic (ar)
زيادة البيانات
180
3Chinese (zh)
数据增强
122
4Czech (cs)
Augmentace dat
56
5Korean (ko)
데이터 증대
39
6Azerbaijani (az)
Verilənlərin artırılması
34
7Persian (fa)
افزایش داده
34
8Japanese (ja)
データ拡張
28
9French (fr)
Augmentation de donnée
2
10Indonesian (id)
Augmentasi data
2
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
زيادة البيانات
azAzerbaijani
Verilənlərin artırılması
caCatalan
Augment de dades
csCzech
Augmentace dat
enEnglish
Data augmentation
faPersian
افزایش داده
frFrench
Augmentation de donnée
idIndonesian
Augmentasi data
jaJapanese
データ拡張
koKorean
데이터 증대
zhChinese
数据增强

Popularity rank trends

Best Rank English:
#163427
05.2022
Global:
#288553
05.2022

AI rank trends

Best Rank English:
#77670
04.2024
Global:
#55619
02.2024

Languages comparison

Important global interconnections (July 2025 – June 2026)

Wikipedia readers most often find their way to information on Data augmentation from Wikipedia articles about MNIST database, Oversampling and undersampling in data analysis, Markov chain Monte Carlo, Generative adversarial network and Sora. Whereas reading the article about Data augmentation people most often go to Wikipedia articles on Oversampling and undersampling in data analysis, Convolutional neural network, Maximum likelihood estimation, Overfitting and Data mining.

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