Fuzzy Data Matching Services
Do you need to link and merge two product catalogs, real estate property lists, de-duplicate customer database or identify same companies accross two different data sources, but there is no unique identifier to distinguish entities unambigously?
We perform data matching, merging, cleansing, deduplication, consolidation and other data processing tasks on your business data, such as customer contact, real estate or product lists.
Introduction
Availability of a reliable master data for a supply chain can be crucial for success of a company. Supply chain performance is dependent on consistent definitions of customers, products, items, locations, and other master data objects. When data is poorly governed and inconsistent, supply chains become less competitive. Good data leads to efficient supply chains, allowing resources to be spent on innovation rather than on coping with problems.
However, business data is often messy, containing duplicate entries of same entities, missing information, having misspellings and various other errors. In many cases, there is no unique identifier which can be used to unambiguously identify an entity. When such data sources need to be linked or deduplicated solely based on string similarity, it is called fuzzy data matching.
Our fuzzy data matching services can help you to consolidate your product and customer master data, by identifying duplicate or linked records, even if lacking unique key identifier.
Our Data Matching Services
We perform record linkage & duplicate records identification in your datasets, based on approximate string similarity, i.e. fuzzy data matching. There are many business cases where record linkage has to be performed. Some typical examples are: merging or deduplication of product price lists, partner lists, book and movie catalogs, customer loyalty databases, medical records etc.
Our primary tool for entity resolution is in-house developed QDeFuZZiner software (QDeFuZZiner - Data Matching Software), which is capable to execute complex data matching and deduplication tasks, with various merging and consolidation options. It supports both exact and fuzzy data matching and is able to process huge files. Our data matching software quickly identifies duplicates from your datasets by finding similarities between data elements, such as names and addresses, enabling effective data cleansing. Our powerful fuzzy matching engine identifies linked or similar records that contain keyboard errors, missing words, extra words, nicknames, changed surnames, or multicultural name variations.
Record Linkage - Link and merge related records
Record linkage is the process of bringing together two or more records relating to the same entity (e.g. person, company, product, movie, book, family, event, community, business, hospital, or geographical area).
We can identify and link together same entities, such as same customers or products, from two different datasets.
We can help you to merge and consolidate product and customer lists, from multiple sources.
Duplicate Records Identification - Identify duplicate records and deduplicate/consolidate your datasets
We can identify whether you have the same persons, companies or products registered multiple times in your datasets.
We can help you to consolidate your product lists, customer lists or any other messy datasets, by identifying duplicate records and performin deduplication, with merging and consolidation of duplicate records.
Data Cleansing - Clean your messy datasets
We can perform data cleaning of your messy datasets, by reformatting columns, splitting, merging, enriching, merging, consolidating and deduplicating your data.
Entity Resolution - Consolidate your customers data
Within the financial, education, healthcare, government, retail, and marketing industries, customer data is vital to business success.
We can minimize duplicate customer data and accurately link each data record to one customer identity.
Consolidation of Business Leads
You have purchased business leads or acquired leads list by performing web scraping, but now you have realized that there are many duplicate rows containing information about same persons.
Don't worry, we can de-duplicate your prospects and consolidate contact information coming from duplicate rows. Not only that your prospecting list will now contain only unique contacts, but we will enrich data by merging sparse information originating from duplicate rows!
You need to exclude contacts already present in your suppression list? No problem, we can do it to!
Large Datasets
Are you strugling with de-duplicating or matching & merging large files together?
We can de-duplicate, match, merge and combine large datasets, even if they are huge. By huge we mean big, really big datasets... We mean millions of rows!
Customer Reviews
Customer satisfaction is imperative to us. Check what our customers say about this fuzzy data matching services with QDeFuZZiner!
On Fiverr (preferred platform): https://www.fiverr.com/fuzzyzlatko
On Upwork: https://www.upwork.com/en-gb/freelancers/~0178c4462577eaf60d
Customers Review Summary (by Perplexity AI)
You can find summary of customer review, prepared by Perplexity AI, here:
Customer Reviews Summary
Contact
Be free to contact us with your business case and ask for our free analysis and consultancy, prior ordering our fuzzy data matching services.
Order your FUZZY data matching services (offered on Fiverr) here: https://www.fiverr.com/share/
Order your EXACT data matching services (offered on Fiverr) here: https://www.fiverr.com/share/xqRV31
If for any reason you prefer Upwork over Fiver, here is the alternative link: https://www.upwork.com/services/product/development-it-fuzzy-data-matching-cleansing-and-merging-of-spreadsheets-1314573433433919488?ref=fl_profile
Further Reading
Introduction To Fuzzy Data Matching
Managing QDeFuZZiner Projects
Importing Input Datasets into QDeFuZZiner
Managing QDeFuZZiner Solutions
Demo Fuzzy Match Projects
