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Goodlookup
AI-Powered Fuzzy Matching for Spreadsheets

What is Goodlookup?

Goodlookup is a specialized function designed to enhance spreadsheet operations. It leverages a pre-trained model with the intuition of GPT-3 and the join capabilities of fuzzy matching to improve topic clustering within Google Sheets. This allows for a more nuanced and human-like matching of text data.

It addresses the common challenge faced by spreadsheet users where data resides in multiple sources with inconsistent naming. Goodlookup facilitates text-to-text record linking, offering a unified view of disparate data by recognizing semantic relationships, synonyms, and cultural similarities between text strings. The tool provides a score indicating the strength of the match based on the proximity of words in the vector space.

Features

  • Fuzzy Matching: Matches text strings based on string similarity.
  • Semantic Understanding: Considers semantic relationships between text strings.
  • Synonym Recognition: Identifies and matches synonyms.
  • Cultural Similarity Matching: Recognizes cultural similarities between text strings.
  • Topic Clustering: Speeds up topic clustering work in Google Sheets.
  • Score System: A score indicates the intensity of neighboring words.

Use Cases

  • Consolidating data from multiple sources with inconsistent naming conventions.
  • Improving data analysis by matching semantically similar terms.
  • Enhancing topic clustering in spreadsheets.
  • Linking text-based records across different datasets.
  • Identifying and grouping related concepts within large text datasets.

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