
Data Ladder
5.5#13 in identity resolution softwareAPISelf-hostedWindows
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| Fact | Data Ladder | Splink |
|---|---|---|
| Matching | It uses phonetic, numeric, domain-specific, and fuzzy matching algorithms when datasets lack unique identifiers. | It supports term frequency adjustments and user-defined fuzzy matching logic. |
| Purpose | DataMatch Enterprise is a code-free toolkit for profiling, cleansing, matching, and deduplicating data from disparate sources. | Splink is a Python package for probabilistic record linkage that deduplicates and links records without unique identifiers. |
It suits business users, IT specialists, analysts, and data scientists who need to clean or match data from multiple sources. It may also suit teams seeking API access or address verification options.
Splink suits analysts and data teams linking or deduplicating records without unique identifiers, provided their data has multiple standardized columns rather than only bag-of-words text.