
Fuzzy Matching At Scale
Last Updated: 4/20/2023
Oftentimes data analysts need to merge datasets with identifiers that are close but not exactly the same. When the generic Python fuzzy-matching modules cannot handle the O(n2) time complexity operation of comparison, we need to do something else.
Pandas
TF-IDF vectorization
Cosine Similarity
NLP
Learn more