Data cleansing plays a vital role in formatting data that may be incomplete, incorrect, duplicated, or poorly formatted. Here is the list of the top 10 Data Cleaning Tools that you must know.
1. OpenRefine
OpenRefine is an open-source data which acts as a data management tool for cleaning and refining data. It changes data format from one to another. OpenRefine is helpful as it provides well defined structure. It helps to customize data, reconcile and match data, explore data sets, and allows to work efficiently via the internet. It is similar to Microsoft Excel (spreadsheet software) and supports 15 languages.
2. Trifacta Wrangler
Trifacta Wrangler is an interactive, transformational tool for data cleaning. It helps to prepare data accurately as it produces visualizations. This tool provides spot inconsistencies, less formatting time, and an analytic approach to recommend data. Trifacta Wrangler works on Machine learning to transform previous data into valuable data.
3. Winpure
Winpure is a cost-effective cleaning tool. It is used for cleaning large amounts of business and customer-related data. It helps to clean the spreadsheets and reduce effort in correcting or removing data. Winpure is useful for various databases such as Access, SQL Server, Txt files, CSV files, Salesforce, and Oracle.
4. TIBCO
TIBCO is a Software-as-a-service that supports importing, cleaning, and analyzing raw data. It helps to correct the data quality that regulates better transformation of the data. It allows users to validate the data by cleaning previously-stored addresses. Due to this, we can quickly identify trends that ultimately results in a positive outcome.
5. Cloudingo
Cloudingo helps to eliminate inactive, duplicate, outdated, and unwanted entries or records. It allows updating records and fixing schedules in bulk. It saves data addresses in particular set of rules. Cloudingo is a valuable tool due to its simplicity, memory management abilities, and arranging records up-to-date.
6. IBM Infosphere Quality Stage
IBM is a software tool that regulates data quality. It allows database management and consistency of a company, such as customers, vendors, products, and locations. It deals with data matching and supports data management, warehousing of the data, and migration.
7. Data Ladder
Data Ladder is a data cleaning platform that offers DataMatch and DataMatch Enterprise. DataMatch is an inexpensive cleaning data tool. DataMatch Enterprise has algorithms which make it one of the accurate matching enterprises. Data Ladder can resolve data quality-related issues.
8. Drake
Drake resolves dependencies and improves the workflow of data. It executes the command and other necessary orders. It helps in achieving time-efficient sales and marketing efforts.
9. Melissa Clean Suite
Melissa is a data-cleaning solution that enhances the quality of ERP or CRM marketing platforms (e.g., Microsoft Dynamics, Salesforce, and Oracle). It analyzes data by verifying, standardizing, and correcting customer contact records.
10. SAS Data Quality
SAS is a platform that allows working with hybrid deployments. It manages cloud-computing-based data and relational databases. Some features of SAS include correction, deduplication, identification, and remediation of the entity.
