DataCleaner vs Firstlogic Data Quality IQ Suite
DataCleaner
datacleaner.github.io
Firstlogic Data Quality IQ Suite
firstlogic.comSide by side
| Figure | DataCleaner | Firstlogic Data Quality IQ Suite |
|---|---|---|
| Price from | Free | $4,833.33/mo |
| Free plan | Yes | — |
| Free trial | — | Yes |
| Open source | Yes | — |
| Windows | Yes | Yes |
| macOS | Yes | — |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 2 | 3 |
| Spec score · Data Cleansing Software | 8.9 (#2) | 8.9 (#3) |
| Documentation depth | The documentation archive includes reference versions 5.7.0, 5.4.0 and 5.2, covering end-user, configuration, CLI, integration and developer topics. | The documentation site contains getting-started and reference sections for Address IQ, Workflow IQ, AIQ Realtime Services, DataRight IQ and Match IQ. |
| Integrations | The project advertises Apache Hadoop, Apache Spark, Pentaho Data Integration and Apache MetaModel integrations. | Prebuilt enterprise connectors are offered for SAP CRM, ECC and MDG plus Siebel CRM and UCM. |
| Public API | The GitHub repository describes an api module containing public interfaces and annotations for building extensions. | The developer site documents a self-managed REST address-validation service deployed with Docker, including a POST /validate-address endpoint. |
| Purpose | DataCleaner is an open source data quality solution with a data profiling engine for discovering and analyzing data quality. | Self-managed software for the complete data-quality lifecycle, hosted on-premise or in-cloud. |
| Rating on G2 | 0.0 out of 5 from 0 reviews; G2 says there are too few reviews to provide buying insight. | 0.0 out of 5 from 0 reviews. |
| What it does | DataCleaner is a toolkit for profiling, correcting and enriching data, including ad-hoc analysis, recurring cleansing, matching and master-data-management work. | The suite provides self-managed software for U.S. and Canadian file preparation, address cleansing, geocoding, general data cleansing, matching and consolidation. |
Plans
Firstlogic Data Quality IQ Suite
- Firstlogic Data Quality CASS subscription (Florida DOR procurement example)$58,000 a year
- Firstlogic DQ product annual licensePrice not published
- Firstlogic DQ product yearly licensePrice not published
In their own words
DataCleaner
DataCleaner is an open-source data quality application for profiling, validating, and cleansing data. Its profiling engine identifies patterns, missing values, character sets, and other traits in data values. It works with CSV files, Excel spreadsheets, relational databases, and NoSQL databases. Users can create cleansing rules with search and replace, regular expressions, pattern matching, or custom transformations, and use internal or external reference data to check values. DataCleaner supports batch processing, visual workflows, standardization, validation, enrichment, scheduled runs, and desktop deployment on Linux, macOS, and Windows. Named integrations and connectivity options include Apache Hadoop, Apache Spark, Pentaho Data Integration, and Apache MetaModel. Developers can embed it in other applications or build plugins; the project also describes community extensions, integrations, and shared content. The code is licensed under LGPL. The community edition is free at free. The downloads page lists 5.9.0 as the latest release; release news says version 5.8.1 runs on Java 9 through 17 and is dated February 9, 2022.
Firstlogic Data Quality IQ Suite
Firstlogic Data Quality IQ Suite is self-managed software for data-quality work on premises or in the cloud. Its lifecycle coverage includes U.S. and Canada file preparation, address cleansing, geocoding, data cleansing, and matching. The modular suite lets organizations buy selected capabilities rather than every module. Address IQ checks addresses against USPS CASS and Canada Post directories and supports geocoding and change-of-address processing. Match IQ handles fuzzy matching, deduplication, householding, and consolidation. APIs and SDKs are available for Java, C++,.NET, Python, and Go, with a self-managed REST API option. Pre-built connectors cover SAP CRM, ECC, and MDG, plus SAP Data Quality Management integration with Siebel CRM and UCM. Workflow IQ supports Windows and Linux, cloud deployment including AWS, Azure, and GCP, and air-gapped environments. Firstlogic says it does not process customer data and supports keeping data inside a private VPC. Pricing is on request; licensing is per server, CPU, or vCPU rather than per record, with an unlimited-record model. A limited-time trial or pilot may be available.