Data Cleansing and Scrubbing services can help to improve the quality of data.

Data Cleansing and Scrubbing services include the aggregation, organization, anddata_cleaning cleansing of data. These data data cleansing/scrubbing and enrichment services can ensure that your databases – part and material files, product catalog files, and item information etc. – are current, accurate and complete.

The Data cleansing and enhancement – identifying incomplete customer names; incomplete and incorrect customer email addresses and telephone numbers; reifying customer names, email addresses, telephone numbers and mailing addresses; identifying and margining or expunging duplicates in your database; enhancing customer data with demographic and consumer information.

Data Cleansing

Often the existing data has no consistent format being derived from many sources. Or it contains duplicate records/items and may have missing or incomplete descriptions. Averickmedia’s data cleansing process fixes misspellings, abbreviations, and errors. The data is normalized so that there is a common unit of measure for items in a class, e.g. feet, inches, meters, etc. are all converted to one unit of measure. The values are also standardized so that the name of each attribute is consistent, e.g. inch, in., and the symbol “ are all shown as inch.

Just how clean is your data? Identify where your data requires attention, allowing you to choose which areas to improve.

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Data Scrubbing

Often the existing data has no consistent format being derived from many sources. Or it contains duplicate records/items and may have missing or incomplete descriptions. Averickmedia‘s data cleansing process fixes misspellings, abbreviations, and errors. The data is normalized so that there is a common unit of measure for items in a class, e.g. feet, inches, meters, etc. are all converted to one unit of measure. The values are also standardized so that the name of each attribute is consistent, e.g. inch, in., and the symbol “ are all shown as inch.

Capabilities for Data Cleansing / Scrubbing and Enrichment services include:

  • Data aggregation, organization, and cleansing
  • Enrichment of data with product attributes, images, and manufacturer specifications
  • De-duplication: eliminate duplicate records which might be similar looking records
  • Identification of missing or incomplete data
  • The identification and removal of duplicated records
  • The identification and tagging of similar records with subsequent manual review
  • The removal of spurious and invalid records
  • Data validation (for example using a post code checker to identify that addresses are correct)
  • The removal of obsolete data
  • The comparison and removal of records matching third party information, such as the opt-in and opt-out list

Using a data scrubbing tool can save a database administrator a significant amount of time and can be less costly than fixing errors manually. The issues involved in data cleansing, formatting, converting and preparing for upload are so time consuming and so exacting that it makes sense to outsource select components of the project to an established firm with extensive experience in data migration.

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