Data cleansing

en

WikiRank.net
ver. 1.6.2

Data cleansing

Quality:

Data cleansing - process of detecting and correcting (or removing) corrupt, inaccurate or unwanted records from a record set. Article “Data cleansing” in English Wikipedia has 25.6 points for quality (as of July 1, 2025). The article contains 4 references and 11 sections.

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

Since the creation of article “Data cleansing”, its content was written by 180 registered users of English Wikipedia and edited by 416 registered Wikipedia users in all languages.

The article is cited 384 times in English Wikipedia and cited 856 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #14563 in October 2011
  • Global: #32597 in July 2011

The highest popularity rank from 2008:

  • Local (English): #70401 in April 2019
  • Global: #111543 in November 2017

There are 16 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
1French (fr)
Nettoyage de données
35.9908
2Persian (fa)
پاک‌سازی داده
30.5527
3Estonian (et)
Andmeviimistlus
30.5409
4English (en)
Data cleansing
25.5562
5Spanish (es)
Limpieza de datos
17.744
6German (de)
Datenbereinigung
17.3224
7Chinese (zh)
数据清洗
17.1607
8Arabic (ar)
تنظيف البيانات
13.9123
9Catalan (ca)
Neteja de dades
13.1204
10Korean (ko)
데이터 정제
11.1226
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 cleansing" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Data cleansing
1 992 470
2German (de)
Datenbereinigung
134 621
3Spanish (es)
Limpieza de datos
116 841
4French (fr)
Nettoyage de données
65 520
5Chinese (zh)
数据清洗
50 942
6Hebrew (he)
טיוב נתונים
50 331
7Italian (it)
Data cleaning
44 562
8Russian (ru)
Очистка данных
27 393
9Hungarian (hu)
Adattisztítás
9 000
10Norwegian (no)
Datavask
8 843
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 cleansing" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Data cleansing
4 326
2Spanish (es)
Limpieza de datos
293
3Chinese (zh)
数据清洗
257
4German (de)
Datenbereinigung
213
5French (fr)
Nettoyage de données
201
6Hebrew (he)
טיוב נתונים
119
7Persian (fa)
پاک‌سازی داده
91
8Russian (ru)
Очистка данных
77
9Italian (it)
Data cleaning
73
10Korean (ko)
데이터 정제
73
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 cleansing" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Data cleansing
180
2German (de)
Datenbereinigung
42
3Italian (it)
Data cleaning
35
4French (fr)
Nettoyage de données
29
5Spanish (es)
Limpieza de datos
23
6Hebrew (he)
טיוב נתונים
23
7Catalan (ca)
Neteja de dades
22
8Persian (fa)
پاک‌سازی داده
11
9Russian (ru)
Очистка данных
10
10Chinese (zh)
数据清洗
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 2025

Language versions of the article "Data cleansing" with the highest AI in June 2025
#LanguageAI awardRelative AI
1Catalan (ca)
Neteja de dades
1
2Arabic (ar)
تنظيف البيانات
0
3German (de)
Datenbereinigung
0
4English (en)
Data cleansing
0
5Spanish (es)
Limpieza de datos
0
6Estonian (et)
Andmeviimistlus
0
7Persian (fa)
پاک‌سازی داده
0
8French (fr)
Nettoyage de données
0
9Hebrew (he)
טיוב נתונים
0
10Hungarian (hu)
Adattisztítás
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 cleansing" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Data cleansing
384
2Korean (ko)
데이터 정제
162
3Chinese (zh)
数据清洗
119
4Arabic (ar)
تنظيف البيانات
42
5Norwegian (no)
Datavask
36
6German (de)
Datenbereinigung
27
7Persian (fa)
پاک‌سازی داده
19
8Spanish (es)
Limpieza de datos
13
9Hebrew (he)
טיוב נתונים
13
10Russian (ru)
Очистка данных
13
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
تنظيف البيانات
caCatalan
Neteja de dades
deGerman
Datenbereinigung
enEnglish
Data cleansing
esSpanish
Limpieza de datos
etEstonian
Andmeviimistlus
faPersian
پاک‌سازی داده
frFrench
Nettoyage de données
heHebrew
טיוב נתונים
huHungarian
Adattisztítás
itItalian
Data cleaning
koKorean
데이터 정제
noNorwegian
Datavask
ruRussian
Очистка данных
uzUzbek
Maʼlumotlarni tozalash
zhChinese
数据清洗

Popularity rank trends

Best Rank English:
#70401
04.2019
Global:
#111543
11.2017

AI rank trends

Best Rank English:
#14563
10.2011
Global:
#32597
07.2011

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Data cleansing from Wikipedia articles about Guy Goma, Data analysis, Extract, transform, load, Data validation and Large language model. Whereas reading the article about Data cleansing people most often go to Wikipedia articles on Data wrangling, Storage record, Data scrubbing, Data Quality Firewall and Redaction.

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