This video explores how to leverage iceDQ’s data validation capabilities to enforce predefined patterns for various
data types like email addresses, phone numbers, and credit card numbers.
iceDQ simplifies data validation by offering a user-friendly interface to create validation rules. This video
demonstrates the process of creating a rule that:
Establishes a connection to your source file (e.g., CSV).
Excludes header rows and previews the customer data.
Defines regular expressions (regex) to validate specific data formats:
SSN: Ensures proper format (excluding specific values and lengths).
Email: Verifies valid email structure.
Phone Number: Validates adherence to phone number standards.
Date of Birth: Confirms correct date format.
Credit Card Number: Checks for valid card types (e.g., Mastercard starting
with 5) and proper digit sequences.
State Code & Zip Code: Validates against standard formats.
Modified Date: Ensures date format consistency.
Includes a source column (e.g., Customer ID) for easy identification of failing
records.
By running the rule, you can identify discrepancies between your data and the predefined formats. This helps you:
Maintain data quality by ensuring consistent and accurate customer information.
Improve data processing efficiency by minimizing errors downstream.
Boost customer confidence through reliable and trustworthy data.
Watch the video to learn the step-by-step process and gain valuable insights into data
validation using iceDQ. Optimize your data management and ensure your customer data adheres to the highest standards!
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To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions.
Functional
Always active
The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network.
Preferences
The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user.
Statistics
The technical storage or access that is used exclusively for statistical purposes.The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you.
Marketing
The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes.