Eliminating multiple entries for the same individual

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Data Enrichment: Adding Depth and Dimension
Data cleansing focuses on rectifying inconsistencies and inaccuracies within your existing data set.
Imagine a target market research firm with a vast database of potential customers for a study on consumer preferences for athletic footwear.
Data cleansing in this scenario would involve tasks such as:
Correcting formatting
Standardizing zip codes across different entries to middle east mobile number list ensure accurate geographical targeting.
Identifying duplicates
to avoid oversampling and skewed results.
Verifying email addresses
Removing invalid or outdated email lists to guarantee successful survey delivery.
By cleansing your data, you establish a reliable foundation upon which further analysis and outreach efforts can be built.
Data Enrichment: Adding Depth and Dimension
Data enrichment goes beyond mere correction; it seeks to enhance your existing data by incorporating additional information from external sources.
This enriches your understanding of your prospects and allows for more targeted and personalized outreach.