ETL - A Data Cleansing Approach

Data cleansing, integral in integrating heterogeneous data sources, must be tackled alongside schema related transformations. This paper addresses the data quality issues rectified by data cleansing, providing an overview of main approaches and their application in data warehousing, ETL processes, and BI tools. Current data cleansing techniques are also discussed.

Authors

Publication Details

Journal
Global research and development journal for engineering.
Published
2024-08-01
DOI
https://doi.org/10.70179/grdjev09i080012
Primary Topic
Data Quality and Management
Type
article
Field-Weighted Citation Impact
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article

ETL - A Data Cleansing Approach

Vishwanadham Mandala, Bhattacharya Sougata
4 links
Global research and development journal for engineering.
Data Quality and Management
article

ETL - A Data Cleansing Approach

Vishwanadham Mandala, Bhattacharya Sougata
article en

Abstract

Data cleansing, integral in integrating heterogeneous data sources, must be tackled alongside schema related transformations. This paper addresses the data quality issues rectified by data cleansing, providing an overview of main approaches and their application in data warehousing, ETL processes, and BI tools. Current data cleansing techniques are also discussed.

Global research and development journal for engineering.Vol. 9(8)
Openalex Percentile: Top 84%
Data Quality and Management
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ETL - A Data Cleansing Approach — Vishwanadham Mandala, Bhattacharya Sougata · Global research and development journal for engineering. (2024) | TGRS Research Map | TGRS