Data Cleansing Tools

Best Data Cleansing Tools include:

DemandTools,, and Cloudingo.

Data Cleansing Tools TrustMap

TrustMaps are two-dimensional charts that compare products based on trScore and research frequency by prospective buyers. Products must have 10 or more ratings to appear on this TrustMap.

Data Cleansing Tools Overview

What are Data Cleansing Tools?

Data cleansing or data scrubbing is a process for removing corrupt, inaccurate or inconsistent data from a database. Regular data-cleansing corrects records containing incorrect formatting, typographical mistakes, or other errors. Cleansing might also mean harmonizing records so that they are consistent with each other.

Data cleansing software systematically searches for discrepancies or anomalies by using algorithms or lookup tables. It then corrects the issues. An automated process of this kind is much more efficient than trying to fix errors by hand.

Regular data cleansing operations are critically important as erroneous data records can ultimately lead to erroneous conclusions and misguided investments decisions. Data cleansing tools often have featural overlap with data deduplication, data preparation, and data quality tools.

Data Cleansing Tools Features & Capabilities

Data cleansing tools generally contain these and other similar feature sets:

  • Raw data ingestion

  • Support for a wide variety of data formats (e.g. .csv, .xml, etc)

  • Phone & email validation

  • Address & zip code cleansing

  • Auto or manual data mapping

  • Data consolidation and ETL

  • Sample testing

  • Data validation, matching, reconciliation

  • Data analysis, charting

Pricing Information

Simple data cleansing tools are open source and available free. Otherwise, vendors offering business intelligence or data management tools also provide data cleansing tools. These vendors may offer a free 30-day trial of their data cleaning products. Afterward data cleansing tools are available on a subscription basis. Pricing corresponds to volume of data stored or exported. Pricing may also correspond with the number of validations (e.g. email, address) performed.

Data Cleansing Products

(1-20 of 20) Sorted by Most Reviews

36 ratings
108 reviews
DemandTools for AppExchange is a data quality toolset for CRM centric customers. The product comprises 11 individual modules to control, standardize, verify, deduplicate, import and manipulate Salesforce and/or data.
26 ratings
24 reviews delivers a cloud based solution to import and export information from Salesforce.
Informatica Data Quality
15 ratings
16 reviews
The vendor states that Informatica Data Quality empowers companies to take a holistic approach to managing data quality across the entire organization, and that with Informatica Data Quality, users are able to ensure the success of data-driven digital transformation initiatives and projects across u…
16 ratings
7 reviews
Cloudingo - a cloud-based SaaS, connects to and allows system administrators to scan their entire database for similar or duplicate records. Cloudingo was launched in late 2011. It is well known for its ease-of-use and rich user experience.
Talend Data Quality
19 ratings
4 reviews
Talend Data Quality is an open source data management tool handling parsing, standardization, matching and data profiling.
V12 Data
2 ratings
3 reviews
The V12 Data Platform (formerly called the Launchpad Marketing Cloud) is comprised of a collection of online and offline marketing solutions that is designed to manage existing customer relationships and identify new prospective customers by granting users access to The V12 Group Data Cloud. It cont…
Informatica MDM
19 ratings
3 reviews
Informatica MDM is an enterprise master data management solution that competes directly with IBM's InfoSphere and Oracle's Siebel UCM product. The product has about 200 licensed users. Informatica MDM is a multidomain solution with flexibility to support any master data domain and relationship—wheth…
SAP Agile Data Preparation
7 ratings
1 review
Organizations need to make data-driven decisions. But how do they obtain sound data and scale and operationalize those data-driven decisions? Self-service data preparation solutions from SAP can help. The SAP® Agile Data Preparation application provides self-service access to trusted data, offers…
Syncsort Trillium DQ (formerly Trillium Software System)
Syncsort Trillium DQ (formerly Trillium Software System, now supported by Syncsort since the 2016 acquisition) is a suite of products offering data quality improvement for business intelligence data, and data cleansing tools. It includes the components Trillium Quality for data cleansing and enrich…
TIBCO Clarity
TIBCO Clarity is an automated data cleansing application supporting removal or merging of duplicate records, formatting and transformation, as well as trend or pattern detection in datasets.
MasterDataOnline (MDO)
Prospecta Master Data Online (MDO) is a web-based tool that manages the governance and standardization of all types of master data across the user’s business. It allows business users to create information with standardized business rules, workflows and approval processes. MDO is available both o…
Clear Analytics
5 ratings
0 reviews
Clear Analytics is a business intelligence solution that enables non technical end users to perform analytics by leveraging existing knowledge of Excel coupled with a built in query builder. Some key features include: Dynamic Data Refresh, Data Share and In-Excel Collaboration.
StarDQ is a real time solution for cleansing, de-duping, and enriching enterprise data. By integrating StarDQ Solution, organizations can cleanse, match and unify data across multiple data sources and data domains. According to the vendor, the goal is to ensure that data is a strategic, trustworthy,…
VeriAS is a secure enterprise level platform that is designed to analyze, verify and score email lists in order to flag hard bouncing as well as malicious email addresses. The vendor’s value proposition is that their solution safeguards an organization’s email resources and improves sender reputatio…
Netlink Dataware
Netlink headquartered in Wisconsin offers Dataware, a platform for extracting and preparing data, performing data cleansing, data mapping, data conversion, and combining of data.
RingLead DMS Cleanse
Cleanse from the RingLead DMS optimizes a database and eliminate time wasted on “data janitor” work–the trivial and mundane tasks of collecting, preparing, and cleansing disparate data.
tye cleans data so users don't have to. tye is a data cleansing software for SMBs that cleans data directly in a current technology stack. The vendor states that there's no training or migration required, no extra work involved. tye merges lists and cleans data for sales, CRM, and marketing, so use…
Kylo is an open source data lake management application, providing self-service data ingest with data cleansing, validation, and automatic profiling, as well as data preparation, allowing users to wrangle data with visual sql and an interactive transform through a simple user interface.
DQLabs, Inc
DQLabs aims to provide a simple way for organizations to manage data and handles issues around data quality, governance, curation, master data management effectively. The vendor states that with the use of AI and Machine Learning – the technology is blended carefully with simplicity and usability. A…
WinPure Clean & Match
WinPure Clean & Match is a data quality software suite of tools that includes cleansing, matching, and de-duplication software for mailing lists, databases, spreadsheets, CRM's etc. WinPure Clean & Match starts from FREE and is available in several editions including Community, Desktop, Server & API…