fuzzywuzzy.md

description
Seamlessly integrate FuzzyWuzzy with your favorite APIs, databases, and programming languages, using WayScript.

FuzzyWuzzy

{% hint style="info" %} Check out FuzzyWuzzy on GitHub. {% endhint %}

About

FuzzyWuzzy is a string similarity matching library. In other words, it tells you how similar two pieces of text are (and some other functionality).

FuzzyWuzzy uses Levenshtein Distance to calculate the differences between sequences in a simple-to-use package.

⚖ Simple Ratio

Text*	Text	Ratio
this is a test	this is a test!	97

📥 Inputs

• Text (Required)
• Text

📤 Outputs

• Ratio - _**_This number quantifies the similarity of the two pieces of text.

💠 Partial Ratio

Text*	Text	Ratio
this is a test	this is a test!	100

📤 Outputs

• Ratio

↔ Token Sort Ratio

Text*	Text	Ratio	Token Sort Ratio
fuzzy wuzzy was a bear	wuzzy fuzzy was a bear	91	100

📤 Outputs

• Ratio
• Token Sort Ratio

🏠 Token Set Ratio

Text*	Text	Token Set Ratio
fuzzy was a bear	fuzzy fuzzy was a bear	100

📤 Outputs

• Token Set Ratio

💻 Process

Text	Choices	Extract One Choice	Extract One Ratio
new york jets	Atlanta Falcons, New York Jets, Dallas Cowboys, New York Giants	New York Jets	100

📥 Inputs

• Text - Single Item Variable
• Choices - List

📤 Outputs

• Extract One Choice - The closest matching item from Choices is returned
• Extract One Ratio - The ratio of the match