What Tools and Technologies Are Used for Data Cleansing?
Numerous tools and technologies are available to streamline the data cleansing process. Some popular options include:
ETL Tools (Extract, Transform, Load): Tools like Informatica, Talend, and Apache Nifi help automate data cleansing during the data integration process. Data Quality Tools: Solutions like IBM InfoSphere QualityStage, Trifacta, and OpenRefine focus on improving data quality. CRM Systems: Platforms like Salesforce and HubSpot offer built-in features for maintaining clean customer data.