What is data cleaning? how is it done?

Questions by sahira2000

Showing Answers 1 - 18 of 18 Answers

Kishore

  • Oct 3rd, 2006
 

I can simply say it as Purifying the data.

Data Cleansing: the act of detecting and removing and/or correcting a database?s dirty data (i.e., data that is incorrect, out-of-date, redundant, incomplete, or formatted incorrectly)

chandra

  • Dec 30th, 2006
 

it is a process of identifing and changing the inconsistencies and inaccuracies

It is nothing but purifying data , the extract process always exposes the data qulaity issues that have been bured within the operational source system. Since the data qulaity significantly impacts data warehouse credibility , you need to address these qulaity problems during the data staging which is nothing data cleaning.

Gvkishore

  • Jan 16th, 2012
 

Could you please give me one real time example How we do data cleansing.....

  Was this answer useful?  Yes

abhishek

  • Sep 28th, 2014
 

it is a first step of data warehousing . there we are validating and verifying data come from number of source than load in ODS it called delta loading or staging area or cleaning stage.

  Was this answer useful?  Yes

TimeBeing

  • Jan 25th, 2017
 

Data Cleansing is the process of converting inconsistent data into consistent data and removing unwanted data.

  Was this answer useful?  Yes

vijay

  • May 25th, 2017
 

While loading the data from Source to Target, if we are removing unwanted data or converting inconsistent data to consistent format is data clensing

  Was this answer useful?  Yes

Give your answer:

If you think the above answer is not correct, Please select a reason and add your answer below.

 

Related Answered Questions

 

Related Open Questions