SQL Server
Oracle
MySQL
PostgreSQL
Amazon Redshift
Azure SQL Database
DBT
Google Big Query
IBM DB2
MariaDB
SAP HANA
Snowflake
SQLite
Teradata
Vertica
Data quality tools for XML
Data quality tools measure how good and useful a data set is to serve its intended purpose. High quality data can lead to better decision-making and faster insights as well as reduce the costs of identifying and dealing with bad data in the system. It can also save time and allow companies to focus on more important tasks.
Dataedo
Dataedo is a data governance & data catalog tool that helps you ensure data quality while documenting data. It allows you to understand where your data is coming from through data lineage, peak into values itself to validate quality with data profiling, and gather invaluable feedback from the community.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
Informatica Data Quality
Informatica Data Quality ensures end-to-end support for growing data quality needs across users and data types with AI-driven automation. It uses AI-driven insights to automate the most critical tasks and streamline data discovery to increase productivity and effectiveness. It ensures the delivery of high-quality information with data standardization, validation, enrichment, de-duplication, and consolidation capabilities.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
SAP Master Data Governance
SAP Master Data Governance improves the quality and consistency of information across your organization by consolidating and centrally governing the master data lifecycle. It empowers you to collaboratively describe, catalog, and implement rules for data quality evaluation. Initiate and schedule quality evaluations and manage evaluation results. In addition, you can overview current data quality status and KPIs. In short, it lets you define, monitor, improve data quality.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
RightData
RightData is a self-service suite of applications that helps you achieve Data Quality Assurance, Data Integrity Audit and Continuous Data Quality Control with automated validation and reconciliation capabilities.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
TIBCO Clarity
TIBCO Clarity is data preparation, profiling, and cleansing tool. You can use TIBCO Clarity to discover, profile, cleanse, and standardize raw data collected from disparate sources, and provide good quality data for accurate analysis and intelligent decision-making.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
WinPure Clean & Match
WinPure Clean & Match is a complete data quality, cleansing, matching, and de-duplication software suite for your mailing lists, databases, spreadsheets, CRM's, etc. It lets you instantly fix data quality issues, as it scans each data list and provides over 30 different statistics ranging from % filled/empty cells to most common values & counts. It also features red & amber coloring to highlight potential data quality issues.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
DataCleaner
DataCleaner is a premier open source data quality solution. The heart of DataCleaner is a strong data profiling engine for discovering and analyzing the quality of your data. Find the patterns, missing values, character sets, and other characteristics of your data values.
| Commercial: | Free |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
CloverDX
CloverDX's data quality features offer you automated data quality and error handling for your workflows. With CloverDX's data quality features, you can discover and deal with bad data fast. You can automate bad data identification & correction, rule definitions, and reports on data quality. In short, CloverDX gives you the ability to make better decisions with more trustworthy data.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
MIOvantage
MIOvantage is a data quality platform that works alongside your existing systems to provide the best data quality possible. With a single solution, you can profile data, run rules, deduplicate data, identify entities, generate reports, and more.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
Collibra Data Quality
Collibra Data Quality lets you use predictive data quality to improve trust in your data. With predictive, continuous, and self-service data quality, you can centralize and automate data quality workflows to gain better control over your organization's end-to-end data pipelines and streamline analytics processes across the enterprise.
| Commercial: | Commercial |
|---|---|
| Data cleansing: |
|
| Data Discovery & Search: |
|
| Data Profiling: |
|
| Data standarization: |
|
| Free edition: |
|
Data quality tools are the scripts that support the data quality processes and they heavily rely on identification, understanding, and correction of data errors. Data quality tool enhances the accuracy of the data and helps to ensure good data governance all across the data-driven cycle.
The common functions that each data quality tools must perform are:
• Data profiling
• Data monitoring
• Parsing
• Standardization
• Data enrichment
• Data cleansing
Choosing the right data quality tool is essential and impacts the final results. To help you with the right selection, we prepared a list of tools that will assist you with maintaining a high level of data quality.