Data Profiling
Take the first step to data quality. Understand any data set or a whole data source, and discover paths to improvement with our free, easy-to-use data profiling tools.
Easily check the contents of a data set before using it.
High data quality is the bottom line of success for any organization, and data profiling is the first step in any data project.
Empower data users to make smarter, more informed decisions, and prevent costly mistakes.
Who benefits from data profiling?
Business user
Can I switch from a phone to an email campaign?
System admin
What kind of data do we even store in this system?
Data scientist
Can I use this new data set for my model?
Data steward
Does this data set comply with business rules?
Stop writing SQL queries and Excel functions to understand your data. Use a data profiling tool designed for the job.
What’s in this data set?
Get a quick overview
See data domains and data quality highlights for each attribute.
Is this the attribute I am looking for?
Dive deep
See detailed information about any attribute and easily decide what to do next.
Duplicate countsPatterns & masksPrimary key analysisNumeric statisticsDrill down to dataHas data improved since the last profiling?
Watch progress over time
Re-profile data in one click and check whether the problems you identified were fixed.
Profile in bulk
Select as many tables in a data source as you need and profile them all in one click.
Blazing fast
Get answers quickly thanks to our efficient processing engine.
Export results
Share results directly in the web app or export to HTML and XML.
Learn more about your data with advanced data profiling features
Foreign key analysis
Check for dependencies and relations between data sets.
Dependency analysis
See if two attributes are dependent on each other.
Prepare and transform data
Join several data sets, filter out data, transform records, match data against RegEx, and more.
Drill down to source data
See what records that match your condition or pattern look like.
Check data against business rules
Have a business rule specification? Check if your data complies with it.
Join the 55,000+ using our industry-leading data profiling tools. They’re free.
Choose the tool that best suits your needs.
Ataccama ONE Profiler
DQ Analyzer
Edition
Online
Desktop
Designer for
Installation
- Profile data directly from your browser.
- Install in minutes on any Windows machine.
Profiling results
- Easy to understand widgets in a clean, modern UI.
- Automatic detection of business domains, such as name, email, address, credit card, country codes, ZIP codes, and more.
- Advanced profiling metrics, such as foreign key analysis.
- Drill down to source data.
Configuration
- Profile a whole database schema with a few clicks or simply drag and drop a file.
- Join data sets, filter, and easily transform data.
- Configurable pattern checks.
- Check data against business rules.
Other highlights
- One-click profile refresh for any data source: get the current state of your data.
- Your data is securely stored and you can always delete it.
- Connect to any JDBC source.
Cost
Free
Free
Data profiling is just the beginning
Schedule a demo Just pick a time slot.
Fast and easy.
Data Profiling Resources
![[Gen 2 v13.x] 1. Catalogue and Profiling](/files/thumbnails/530-thumbnail.jpg)
[Gen 2 v13.x] 1. Catalogue and Profiling
Demonstrating Ataccama ONE: DQ Part 1 - Catalogue and Profiling
Read more![[Gen 2 v13.x] 2. Profiling Data](/files/thumbnails/531-thumbnail.jpg)
What is Data Profiling?
Data profiling is the first step in any data initiative. It’s a series of…
Read more
4 Data Management Disciplines that Help Pharma Make the Most of Clinical Trial Data
Learn how pharmaceutical companies can use data management to…
Read more
DQ Analyzer Tutorials
Learn how to use DQ Analyzer: from creating quick data profiles to performing…
Read more![[Gen 1] 1. Data Profiling](/files/thumbnails/431-thumbnail.jpg)
[Gen 1] 1. Data Profiling
Learn how to add a new data source, profile it, and analyze the results.
Read more Discover the Ataccama
ONE Platform
Ataccama ONE is a full stack data management platform.
See what else you can do.
