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 points for quality (as of July 1, 2025). The article contains 19 references and 10 sections. The article also contains quality flaw template, which reduce quality score.

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

In June 2025 the article "Data augmentation" was edited by 2 authors in English Wikipedia and written by 3 authors in all languages.

Since the creation of article "Data augmentation", its content was written by 40 registered users of English Wikipedia and edited by 68 registered Wikipedia users in all languages.

The article is cited 245 times in English Wikipedia and cited 492 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #77671 in April 2024
  • Global: #55476 in February 2024

The highest popularity rank from 2008:

  • Local (English): #163450 in May 2022
  • Global: #288588 in May 2022

There are 8 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
1Persian (fa)
افزایش داده
43.6847
2Indonesian (id)
Augmentasi data
35.8397
3Czech (cs)
Augmentace dat
32.0369
4English (en)
Data augmentation
32.0098
5French (fr)
Augmentation de donnée
31.4655
6Chinese (zh)
数据增强
23.9075
7Arabic (ar)
زيادة البيانات
21.7657
8Korean (ko)
데이터 증대
12.2849
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
244 474
2Korean (ko)
데이터 증대
3 339
3Chinese (zh)
数据增强
2 588
4Persian (fa)
افزایش داده
2 080
5French (fr)
Augmentation de donnée
1 496
6Czech (cs)
Augmentace dat
445
7Arabic (ar)
زيادة البيانات
269
8Indonesian (id)
Augmentasi data
70
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 "Data augmentation" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Data augmentation
1 850
2Chinese (zh)
数据增强
166
3French (fr)
Augmentation de donnée
93
4Korean (ko)
데이터 증대
35
5Czech (cs)
Augmentace dat
27
6Persian (fa)
افزایش داده
21
7Indonesian (id)
Augmentasi data
13
8Arabic (ar)
زيادة البيانات
7
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
40
2Persian (fa)
افزایش داده
8
3French (fr)
Augmentation de donnée
6
4Czech (cs)
Augmentace dat
5
5Korean (ko)
데이터 증대
4
6Chinese (zh)
数据增强
3
7Arabic (ar)
زيادة البيانات
1
8Indonesian (id)
Augmentasi data
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 2025

Language versions of the article "Data augmentation" with the highest AI in June 2025
#LanguageAI awardRelative AI
1English (en)
Data augmentation
2
2Czech (cs)
Augmentace dat
1
3Arabic (ar)
زيادة البيانات
0
4Persian (fa)
افزایش داده
0
5French (fr)
Augmentation de donnée
0
6Indonesian (id)
Augmentasi data
0
7Korean (ko)
데이터 증대
0
8Chinese (zh)
数据增强
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
245
2Arabic (ar)
زيادة البيانات
158
3Chinese (zh)
数据增强
30
4Korean (ko)
데이터 증대
29
5Persian (fa)
افزایش داده
27
6Indonesian (id)
Augmentasi data
2
7French (fr)
Augmentation de donnée
1
8Czech (cs)
Augmentace dat
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
زيادة البيانات
csCzech
Augmentace dat
enEnglish
Data augmentation
faPersian
افزایش داده
frFrench
Augmentation de donnée
idIndonesian
Augmentasi data
koKorean
데이터 증대
zhChinese
数据增强

Popularity rank trends

Best Rank English:
#163450
05.2022
Global:
#288588
05.2022

AI rank trends

Best Rank English:
#77671
04.2024
Global:
#55476
02.2024

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Data augmentation from Wikipedia articles about MNIST database, Oversampling and undersampling in data analysis, Variational auto-encoder, AlexNet and Convolutional neural network. Whereas reading the article about Data augmentation people most often go to Wikipedia articles on Oversampling and undersampling in data analysis, Bayesian inference, Maximum likelihood estimation, Overfitting and Bootstrapping.

Cumulative results of quality and popularity of the Wikipedia article

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

News from 12 August 2025

On 12 August 2025 in multilingual Wikipedia, Internet users most often read articles on the following topics: Cristiano Ronaldo, Wednesday, Georgina Rodríguez, ChatGPT, Weapons, Jenna Ortega, deaths in 2025, Taylor Swift, Miguel Uribe Turbay, 2025–26 UEFA Champions League.

In English Wikipedia the most popular articles on that day were: Weapons (2025 film), Danielle Spencer (American actress), Cristiano Ronaldo, Deaths in 2025, Taylor Swift, Wednesday (TV series), Superman (2025 film), Georgina Rodríguez, Coolie (2025 film), The Fantastic Four: First Steps.

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