Software Alternatives & Reviews

Flookup VS FuzzyWuzzy

Compare Flookup VS FuzzyWuzzy and see what are their differences

Flookup logo Flookup

Fuzzy lookup, highlight and remove duplicates from your datasets

FuzzyWuzzy logo FuzzyWuzzy

FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.
  • Flookup Landing page
    Landing page //
    2020-11-16

Flookup is lightweight data cleaning suite for Google Sheets. It can be used to:

  • Remove duplicates based on text similarity
  • Highlight duplicates based on text similarity
  • Fuzzy lookup or merge data
  • Extract unique values from fuzzy duplicates
  • Calculate percentage similarities between text entries
  • Remove unwanted words, diacritics and punctuation marks
  • FuzzyWuzzy Landing page
    Landing page //
    2023-10-20

Flookup

$ Details
paid Free Trial $15.0 / Monthly (Flookup Standard | 01 User | No auto-renewals)
Platforms
Browser Web Cross Platform
Release Date
2018 April

FuzzyWuzzy

Website
github.com
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

Flookup features and specs

  • Unlimited data ingestion: Yes
  • Fuzzy matching: Yes
  • Removing duplicates: Yes
  • Highlighting duplicates: Yes

FuzzyWuzzy features and specs

No features have been listed yet.

Category Popularity

0-100% (relative to Flookup and FuzzyWuzzy)
Data Cleansing
68 68%
32% 32
Spreadsheets
19 19%
81% 81
Productivity
100 100%
0% 0
NLP And Text Analytics
0 0%
100% 100

Questions and Answers

As answered by people managing Flookup and FuzzyWuzzy.

Which are the primary technologies used for building your product?

Flookup's answer

  • Google Apps Script
  • Google Sheets
  • Google Firebase

Why should a person choose your product over its competitors?

Flookup's answer

  • It comes with built-in privacy.
  • It is very fast and efficient.
  • It is easy to use and intuitive.
  • It is safe to use with its instant "backup and restore" feature-by-affiliation.
  • It comes with a lifetime of upgrades.
  • It is very affordable.

What makes your product unique?

Flookup's answer

Flookup features an intuitive set of functions and a finetuned fuzzy matching algorithm capable of tackling the most challenging and untidy datasets found online. It has excelled in projects across Africa, South America, and even those involving foreign languages like Chinese.

What's the story behind your product?

Flookup's answer

Flookup was created out of necessity. I was part of a team working on a project that involved cleaning and standardising thousands of rows of data. This data was some of the "dirtiest" we had ever come across and the process of cleaning it usually took about a week for each team member to complete manually. It took a few attempts but, eventually, I was able to develop a usable version of Flookup... and its impact was so significant that our task times were reduced to an average of 30 minutes, with our error rate never exceeding 1% after that.

How would you describe your primary audience?

Flookup's answer

  • Data Analysts
  • Data Scientists
  • Statisticians
  • Librarians
  • Data Entry Clerks
  • Sales professionals

Who are some of the biggest customers of your product?

Flookup's answer

  • ComX
  • Shopify
  • Salesforce
  • Zillow

User comments

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Reviews

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

Flookup Reviews

  1. Great time saver!

    Flookup helps complete laborious fuzzy matching or lookup tasks quickly and efficiently. It is also the most affordable deduping solution online; useful for removing or highlighting duplicates from mailing lists, contacts and leads.

    ๐Ÿ Competitors: FuzzyWuzzy
    ๐Ÿ‘ Pros:    Fast|Easy to use|Accurate|Dynamic
    ๐Ÿ‘Ž Cons:    Requires an internet connection

HIGHLIGHTING DUPLICATES: GOOGLE SHEETS VS FLOOKUP
The result will be duplicates that have been identified despite differences in spelling. Please note that you can also choose to highlight duplicates by sound similarity by clicking Extensions > Flookup > Highlight duplicates > By sound and following steps similar to the ones above.

FuzzyWuzzy Reviews

We have no reviews of FuzzyWuzzy yet.
Be the first one to post

Social recommendations and mentions

Based on our record, FuzzyWuzzy seems to be more popular. It has been mentiond 11 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.

Flookup mentions (0)

We have not tracked any mentions of Flookup yet. Tracking of Flookup recommendations started around Mar 2021.

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 1 year 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 ่ฒดๆ–นใŒใ“ใ‚Œใพใงใซๅพ—ใฆใใŸๅŠ›ใ€ๅญ˜ๅˆ†ใซ็™บๆฎใ—ใฆใใ ใ•ใ„ใญใ€‚) 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 1 year ago
  • Fuzzy search
    It's now known as "thefuzz", see https://github.com/seatgeek/fuzzywuzzy. Source: almost 2 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 2 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: over 2 years ago
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What are some alternatives?

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

Google Sheets + MonkeyLearn - Power up your Google Sheets with text analysis

Amazon Comprehend - Discover insights and relationships in text

Textalytic - Free point & click text analysis in the browser

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

SheetHacks by Polymer Search - Discover the best tips & tricks for Google Sheets & Excel

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.