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FuzzyWuzzy VS Typeform

Compare FuzzyWuzzy VS Typeform and see what are their differences

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FuzzyWuzzy logo FuzzyWuzzy

FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.

Typeform logo Typeform

Create beautiful, next-generation online forms with Typeform, the form & survey builder that makes asking questions easy & human on any device. Try it FREE!
  • FuzzyWuzzy Landing page
    Landing page //
    2023-10-20
  • Typeform Landing page
    Landing page //
    2023-10-11

FuzzyWuzzy

Website
github.com
Pricing URL
-
Release Date
-
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Typeform

Website
typeform.com
Pricing URL
Official Typeform Pricing
Release Date
2012 January
Startup details
Country
Spain
State
Catalonia
City
Barcelona
Founder(s)
David Okuniev
Employees
100 - 249
Edit details

FuzzyWuzzy features and specs

  • Simple API
    FuzzyWuzzy offers a straightforward and easy-to-understand API, making it simple to integrate fuzzy matching into projects quickly.
  • High Accuracy
    The library provides accurate text matching using Levenshtein Distance, making it effective for identifying similar strings.
  • Versatile Use Cases
    FuzzyWuzzy can be used for a wide range of applications, including data cleaning, record linkage, and search optimization.
  • Well-Maintained
    The library is well-maintained with regular updates, detailed documentation, and an active community.
  • Python-Compatible
    Written in Python, FuzzyWuzzy seamlessly integrates with other Python-based projects and is compatible with popular data science libraries.

Possible disadvantages of FuzzyWuzzy

  • Performance
    FuzzyWuzzy can be slow with large datasets since it relies on computing Levenshtein distance, which has a time complexity of O(n*m).
  • External Dependency
    It requires the `python-Levenshtein` package for optimal performance, adding an extra dependency that must be managed.
  • Memory Usage
    The library can be memory-intensive when working with large datasets, potentially causing issues in memory-constrained environments.
  • Not Language-Agnostic
    FuzzyWuzzy's effectiveness decreases significantly with non-Latin scripts or languages where Levenshtein distance is less appropriate.
  • Basic Functionality
    While effective for simple use cases, it lacks advanced features found in more complex text-matching libraries or machine learning models.

Typeform features and specs

  • User-Friendly Design
    Typeform offers an aesthetically pleasing and intuitive interface, making it easy for users to create and respond to surveys.
  • Interactive Experience
    The platform enhances user engagement through its conversational form style, in which one question is displayed at a time.
  • Customizability
    Typeform provides numerous customization options, allowing users to modify themes, fonts, and colors to match their branding.
  • Integrations
    Typeform integrates with a wide range of third-party apps like Google Sheets, Slack, and Zapier, which helps in automating workflows.
  • Logic Jump
    The platform supports advanced features like 'Logic Jump,' which enables personalized question paths based on previous answers.
  • Analytics
    Typeform offers robust analytics tools to monitor responses and gather insights effectively.

Possible disadvantages of Typeform

  • Cost
    Typeform can be quite expensive compared to other survey tools, especially for users who need advanced features and higher response limits.
  • Response Limitations
    The free version has restricted functionalities and limits the number of responses, which can be a constraint for larger surveys.
  • Load Time
    Forms can sometimes load slowly, which may result in lower completion rates from survey respondents.
  • Learning Curve
    While basic forms are easy to create, mastering more advanced features like Logic Jump and integrations can take some time.
  • Exporting Data
    Export features are limited in the free plan, requiring users to upgrade for more comprehensive data export options.
  • Customer Support
    Some users find customer support to be slow or less helpful, particularly when dealing with complex issues.

Analysis of FuzzyWuzzy

Overall verdict

  • Yes, FuzzyWuzzy is considered a good tool for tasks involving fuzzy string matching due to its ease of use, effective matching algorithms, and wide adoption in the community.

Why this product is good

  • FuzzyWuzzy is a popular library for string matching in Python that uses Levenshtein Distance to calculate the differences between sequences. It's particularly useful for situations where exact matches are unlikely, such as matching user inputs or correcting typos.

Recommended for

    Projects that require approximate string matching, such as natural language processing applications, data cleaning tasks, and developing user input systems where flexibility in matching is beneficial.

Analysis of Typeform

Overall verdict

  • Typeform is generally considered a good option for users who value design, interactivity, and an intuitive user experience. While it may be priced higher than some other form builders, its features and ease of use often justify the cost.

Why this product is good

  • Typeform is widely regarded as a solid choice for creating engaging and interactive forms, surveys, and quizzes. Its user-friendly interface, beautiful design templates, and flexibility allow users to create highly customized and brand-consistent forms. Additionally, Typeform offers seamless integration with various third-party applications, enhancing its utility for both individuals and businesses.

Recommended for

  • Businesses seeking to collect customer feedback in a visually appealing way.
  • Marketers and researchers looking for customizable and interactive survey tools.
  • Educators and trainers who need to create engaging quizzes and assessments.
  • Anyone who prefers a no-code platform with strong design capabilities.

FuzzyWuzzy videos

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Typeform videos

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Typeform Review - Beginners to Expert Guide PREVIEW by Bizversity.com

More videos:

  • Review - Typeform Killer On LTD? Maybe not but... Aidaform Review
  • Review - Typeform - Survey and Research Tool for Digital Marketers

Category Popularity

0-100% (relative to FuzzyWuzzy and Typeform)

FuzzyWuzzy

Typeform

Spreadsheets
100 100%
Spreadsheets
0% 0
Surveys
0 0%
Surveys
100% 100
NLP And Text Analytics
100 100%
NLP And Text Analytics
0% 0
Form Builder
0 0%
Form Builder
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare FuzzyWuzzy and Typeform

FuzzyWuzzy Reviews

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Typeform Reviews

Typeform vs. Active Form: How AI-Powered Forms Drive 2x Engagement & Smarter Data (2025)
Typeform’s design-first approach is its strength—and its weakness. Its one-question-at-a-time flow feels conversational, but let’s not confuse "polished" with "personalized." You’re still stuck manually programming logic jumps to hide irrelevant questions. If a user’s answer hints they’re a vegan, Typeform won’t automatically skip the steakhouse survey questions unless...
Source: activeform.ai
14 ProProfs alternatives for quizzes, surveys, and more in 2025
Typeform is a great option for teachers who are looking for ready-made templates for subjects such as geography, science, vocabulary, and more. Conditional logic allows you to tailor your quiz as the test taker progresses, and automated scoring makes frantic Sunday night grading a thing of the past. There’s also a helpful Typeform community you can turn to for ideas or...
Source: www.jotform.com
9 Survey Monkey Alternatives for Your 2024 Market Research
Typeform can help businesses upgrade their user engagement through surveys due to its visually appealing and interactive design. The platform is known for its sleek, minimalist interface that makes surveys feel less like a chore and more like a conversation.
Source: www.fullsession.io
12 Easy Test Maker Alternatives
Typeform is a blended learning software and an easy test maker that you can use to create engaging and interactive tests even with no coding background. This training software allows integrations with several applications such as Canva, Slack, and Google Drive, so there’s no need to go back and forth with any existing apps that you use. Typeform uses one question at a time...
Source: training.safetyculture.com
10 Best Customer Feedback Tools in 2024 – Comparison | Updated List
Typeform is a user feedback tool that businesses can use to interact with customers individually, making it look like a real conversation. It is a web-based customer feedback software that allows you to create surveys without writing any code. This tool helps you create engaging forms, surveys, and quizzes that people love to answer.
Source: www.surveysensum.com

Social recommendations and mentions

Based on our record, Typeform should be more popular than FuzzyWuzzy. It has been mentiond 17 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

FuzzyWuzzy mentions (11)

  • Need help solving a subtitles problem. The logic seems complex
    Do fuzzy matching (something like fuzzywuzzy maybe) to see if the the words line up (allowing for wrong words). You'll need to work out how to use scoring to work out how well aligned the two lists are. Source: over 2 years ago
  • Thanks to this sub, we now have an Anki deck for Persona 5 Royal. Spreadsheet with Jp and Eng side by side too.
    Convert the original lines to full furigana and do a fuzzy match. (For reference, the original line is 貴方がこれまでに得てきた力、存分に発揮してくださいね。) You can do a regional search using the initial scene data (E60) first, and if the confidence is low, go for a slower full search. Source: over 2 years ago
  • Fuzzy search
    It's now known as "thefuzz", see https://github.com/seatgeek/fuzzywuzzy. Source: about 3 years ago
  • I made a bot that stops muck chains, here are the phrases that he looks for to flag the comment as a muck comment. Are there any muck forms I forgot about?
    You can have a look at this library to use fuzzy search instead of looking for plaintext muck: https://github.com/seatgeek/fuzzywuzzy. Source: over 3 years ago
  • How would you approach this
    To deal with comparing the string, I found FuzzyWuzzy ratio function that is returning a score of how much the strings are similar from 0-100. Source: almost 4 years ago
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Typeform mentions (17)

  • How well validate your idea before launching?
    Create a customer survey to collect insight on Typeform. Source: over 2 years ago
  • What are the best tools for conducting (customer) interviews?
    If it's feedback forms, you can simply use https://typeform.com/ and use conditions in the questions (e.g. If the User selected option X, show next question Y, etc.). Source: over 2 years ago
  • Wondering what this type of form is called? I'm assuming it's using JS and not CSS animations. (Remove if not allowed)
    Its from typeform.com and it looks to be their own proprietary code, I couldn't see any specific libraries they were using. Source: over 2 years ago
  • Has anyone ever heard about fends.co ? Is it legit or its a total scam?
    Not any social medias, not a single review on trustpilot, not a single piece of verifiable information that their thing is legit, nothing. And also the weird thing that I saw is when you go take their survey so they can take your commission, they sent you to a weird ”typeform.com” link which apparently is a website that allowed them to have a web based platform they can use to create surveys without needing to... Source: almost 3 years ago
  • complex survey / personality test: how to implement?
    What is the best way to implement quite complex, personality surveys into a flutter app? It`d be perfect if I could directly integrate typeform (typeform.com) et al, but haven`t found anything yet, except to embed it in a webpage... Any other ideas? Source: about 3 years ago
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What are some alternatives?

When comparing FuzzyWuzzy and Typeform, you can also consider the following products

Amazon Comprehend - Discover insights and relationships in text

Survey Monkey - Create and publish online surveys in minutes, and view results graphically and in real time. SurveyMonkey provides free online questionnaire and survey software.

spaCy - spaCy is a library for advanced natural language processing in Python and Cython.

Google Forms - Simple web forms from Google.

Microsoft Bing Spell Check API - Enhance your apps with the Bing Spell Check API from Microsoft Azure. The spell check API corrects spelling mistakes as users are typing.

Jotform - Free Online Form Builder & Form Creator

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