Data MatchingJaro Similarity: How It Works, Examples & Free Calculator
What Is Jaro Similarity? Jaro Similarity is a string comparison algorithm used to measure how similar two pieces of text are. Rather...
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Data Matching
Data MatchingDeterministic vs Probabilistic Matching: Differences, Examples and When to Use Each
When two records contain the same customer number, matching them is straightforward. But what happens when one record says “Catherine O’Neill” and...
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Data MatchingSoundex Algorithm: How It Works, Examples & Free Calculator
What Is the Soundex Algorithm? Soundex is a phonetic matching algorithm designed to identify names that sound similar even when they are...
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Data MatchingLevenshtein Distance: How It Works, Examples & Free Calculator
What Is Levenshtein Distance? These examples show how a single insertion, deletion or substitution changes the distance between two values. Value A...
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Fuzzy MatchingFuzzy Data Matching: Building Reliable Matches Across Disconnected Systems
When data from multiple sources needs to be consolidated, teams must establish which records relate to the same person, customer, supplier or...
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Data MatchingData Matching Algorithms: Multi-Algorithm Record Linkage
Selecting, combining and evaluating string similarity and phonetic algorithms for entity matching. Data matching is often reduced to a deceptively simple problem: compare...
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Data MatchingBuild vs Buy Data Matching Software: What Does It Really Cost?
Thinking of Building Your Own Data Matching Software? Use our FREE Data Matching Software Build Cost Calculator to estimate the development effort,...
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Data MatchingFuzzy Matching Algorithm & Free Online Calculator
Try the WinPureFuzzy™ calculator below to compare two values and see their similarity score, then learn how fuzzy matching works and when...
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Data MatchingHow to Match Records Across Multiple Source Systems Without a Shared Identifier
A practical guide to cleaning, linking and consolidating records across private and public sector systems without a shared identifier using WinPure Clean&Match...
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