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String Manipulation

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Solution Architect

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This custom activity is composed of 7 string matching algorithms and 1 helper tool activity (string clean-up).

  

The following activities are included in the package:

· Damerau Levenshtein

· Dice Coefficient

· Hamming Distance

· Jaccard Similarity

· Jaro Distance

· Jaro Winkler

· Levenshtein

· String Clean-up (helper activity tool)

This group of custom activities (String Algorithms) serve the purpose of reducing development time for the user intending to implement one or more string matching logics in their project.

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Visual Basic

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This group of custom activities (String Matching Algorithms) serve the purpose of reducing development time for the user intending to implement one or more string matching logic in their project.

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**The following activities are included in this package:**

Edit / Distance Based

- Levenshtein
- Damerau Levenshtein (Restricted and Default)
- Weighted Levenshtein
- Euclidean Distance
- Hamming Distance
- Jaro Distance
- Jaro Winkler
- Chapman Mean Length
- Chapman Length Deviation
- Minkowski Distance 

Sequence / Alignment Based

- Smith Waterman
- Smith Waterman Gotoh
- Smith Waterman Gotoh Windowed Affine
- Needleman–Wunsch
- Ratcliff Obershelp
- Longest Common Subsequence (LCS) 

Token Based

- Jaccard Index
- Sørensen–Dice coefficient
- Block Distance
- Tversky Index
- Overlap coefficient.
- Matching Coefficient
- Cosine Similarity
- Q-Grams
- N-Grams 

Hybrid Algorithms

- SIFT4
- Monge Elkan
- Generalized Compression Distance

Phonetic / Sound Based

- Soundex
- Metaphone
- Caverphone
- Double Metaphone
- Match Rating approach 

String Hash Based

- SimHash
- MinHash 

Fuzzy Wuzzy Algorithms

- Fuzzy Ratio

1. Simple Ratio
2. Partial Ratio
3. Token Sort Ratio
4. Token Set Ratio
5. Token Initialism Ratio
6. Weighted Ratio

- Fuzzy Token Abbreviation Ratio
- Fuzzy Process Extraction 

Extension Activities

- Get Similarities.
- Get Minimum Similarity.
- Get Minimum Similarities .
- Get Maximum Similarity.
- Get Maximum Similarities.
- Get Threshold Matches (Contains Fuzzy) 

String Cleanup Helpers

- String Cleanup
- HTML Tag Cleanup
- Unicode Normalize
- Clean Accent Characters
- Graphics Cleanup
- Whitespace Cleanup
- Other Cleanup

Note: Some dependencies used are bundled in the package, hence you do not need to install any other package except the current one downloaded from Marketplace.

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String Similarity Algorithms (Matching Percentage)