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Why Advertising Agencies Need Fuzzy Data Matching for Smarter CampaignsIn the fast-paced world of advertising, precision is everything. Agencies and marketing departments thrive on delivering hyper-targeted, data-driven campaigns. However, the challenge is that customer data often resides in multiple, disconnected systems—CRM platforms, social media analytics, sales databases, and more. Inaccurate or inconsistent data can lead […]

Fuzzy Matching goes by many names including Jaro, Jaro Winkler, Fuzzy Wuzzy, Data Matching, Text Matching, String Matching, Record Linkage, Entity Resolution, Merge Purge, and many others. Fuzzy Matching is an algorithm and a software function used to find similar text values, like similar names, similar addresses, and similar descriptions. Fuzzy matching is the easiest, […]

Short stories about the first few Match Data Pro customers: ➡️ Customer #1The owner of a small data and insights company was spending 15-20 hours a week (manually) cleaning and merging new and existing data in Google Drive. They wanted to automate more of the work and reduce the time they were spending on it. […]

Best Practices for Data Cleansing Data cleansing is an essential process for maintaining high-quality data that drives accurate insights and decision-making. By following best practices, organizations can identify and correct errors, ensuring consistency and reliability. Here are the key steps to effective data cleansing: 1. Profiling Data for Quality Issues Before cleansing, it’s crucial to […]

Match Data Pro vs. Homegrown Solutions: Why MDP is the Smarter Choice for Data Matching and Deduplication In today’s data-driven world, businesses face a common challenge: managing duplicate records and ensuring data accuracy across various systems. While some organizations attempt to build their own data matching solutions using SQL or JavaScript, these homegrown approaches often […]

Record linkage is an essential process in data management, especially when merging datasets from multiple sources to identify records that refer to the same entity. From healthcare to marketing and education, organizations rely on accurate record linkage to maintain clean, unified data systems. However, managing this process can be challenging, especially with inconsistent, incomplete, or […]