Data Matching & De-duplication

  1. Home
  2. Data Matching & De-duplication


At Yunax Technologies, our data matching and deduplication services incorporate the distinguishing proof of potential copies, surveys of suspect data and blending comparative records into the objective record, in CRM, money related, HR and generation data sets. This procedure enhances the nature of your data. We are energetic team who does whatever it takes to understand your data issues. We likewise give a coordinating service to recognizing and connecting a similar resource, client, understanding, part, item and so forth over various data sources. This procedure enhances your data, as the difficult to reach jewels from already sailed data, can now be all in all investigated.

Data Matching & De-duplication Services

A commonplace data deduplication benefit incorporates the accompanying stages:

Prepare Data

Fastidious data readiness is vital to a fruitful data coordinating or deduplication solution. One needs to guarantee that a similar sort of data exists in every segment. For instance on account of CRM data, this progression guarantees that your contact’s first name, last name, email address, cell phone number and so on are all in their particular segments. This is called institutionalization.

Comparative data are standardized (e.g. sir, Mr., mr are altogether changed over to Mr. Or, on the other hand road, st., strt. are altogether changed over to St.). Numbers are altogether changed over to a similar solution (e.g. phone numbers are altogether changed over to a (xx) xxxx-xxxx design). Email and web locations are additionally standardized as required.

While our standardization data tables are very broad, we additionally mine and break down your venture data to guarantee that our framework covers your data’s peculiarities and mannerisms. Relevant anomalies are added to our standardization data tables, keeping in mind the end goal to enhance the precision of the coordinating process.

Wherever conceivable, missing data (eg. Post Codes, States, Country, Phone region codes, sexual orientation and so on.) is reproduced on this stage.

Optimize Match Strings

Copy columns are recognized by coordinating one string of data against another. A string of data is made by joining the fields of each record into one ‘major word’ (eg: FirstName-LastName-StreetAddress-Suburb-PostCode-Country)

While a long match string gives preferred outcomes over a short string, the key is to guarantee that each of the data fields incorporated into the match string is exceptional. While this is adroitly straightforward, genuine data are regularly unkind and basic issues like missing data include difficulties. These are overcome by producing numerous match strings to suit the accessible data. Eg:

  • FirstName-LastName-MobilePhoneNumber
  • FirstName-LastName-AreaCode-PhoneNumber
  • FirstNameInitial-LastName-TaxFileNumber

Keeping in mind the end goal to accomplish high match precision, the proposed coordinate strings are tried on a huge specimen of your data and results physically checked on. Amid data deduping, the match strings are changed and the procedure emphasized until the match strings are completely upgraded.


Elements of our Data Matching & De-duplication Services

Identify Potential Duplicates

At Yunax, we utilize different electronic coordinating calculations to recognize potential copy records. These incorporate Jaro, Jaro-Winkler, Levenshtein, Metaphone, Soundex and also modified variations of the above. The calculations analyze the improved match strings for each column of data and figure a match score. Things with results over a specific edge (eg. 90%) are hailed as potential copies.

Automatic/Manual Confirmation 

For mission basic ventures, we physically audit the potential copies, and select the most relevant one. In a few cases, (eg CRM data where you comprehend your clients superior to us), we give you a spreadsheet highlighting the potential copies for your survey and affirmation.

An option and extremely financially savvy approach is to computerize the affirmation procedure by setting an obstacle rate (e.g. coordinate precision of > 98%) and afterward consequently picking the outcomes over this benchmark.

In situations where you are hoping to distinguish “What number of  List X exist in List Y” (e.g. promoting infiltration examination), we join manual affirmations with statical inspecting procedures to furnish financially savvy comes about with high certainty levels.

Why Yunax Technologies for Data Matching & De-duplication Services ???

Merging Similar Records Into Target Record 

In this stage, comparative records can be converged into the objective record, and additionally copies hailed/erased from the datasets. Deduplicated data are traded in your required configuration.

We give you financially savvy, high precision data deduplication and coordinating services. This service is focused on associations that are looking to:

  • Deduplicate their data.
  • Conduct promotes access examination.
  • Identify and coordinate resources, clients, patients, parts and items over various stages and data sources.

Thanks for your interest in Yunax Technologies. Please use this form if you have any questions about our services and we will get back with you very soon.

Fill out this field
Fill out this field
Fill out this field
Fill out this field

Need a project quote or more information about our services?

Send us your message via email, contact form, or our online chats. Our great team will contact you via phone conversation or any conferences to talk about your plans.we will be always there for you to make dream to reality!!!