DataCleaner vs Melissa Data Quality
DataCleaner
datacleaner.github.ioMelissa Data Quality
melissa.comSide by side
| Figure | DataCleaner | Melissa Data Quality |
|---|---|---|
| Price from | Free | $29.17/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | Yes | — |
| Web | — | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 2 | 10 |
| Spec score · Data Cleansing Software | 8.9 (#2) | 8.9 (#4) |
| Integrations | The project advertises Apache Hadoop, Apache Spark, Pentaho Data Integration and Apache MetaModel integrations. | Documented integrations include Salesforce, Dynamics 365, SQL Server SSIS/ADF, Snowflake, Shopify, HubSpot, Excel, Google Sheets, Microsoft 365 and ArcGIS Pro. |
| License | The site states that the code is licensed under the Lesser General Public License (LGPL). | Cloud APIs require an encrypted Melissa license that can be credit based or subscription based; the product is commercially licensed rather than open source. |
| Rating on G2 | 0.0 out of 5 from 0 reviews; G2 says there are too few reviews to provide buying insight. | 4.4 out of 5 from 82 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. | Melissa Data Quality provides profiling, cleansing, standardization, verification, enrichment, matching and deduplication for customer and contact data. |
Plans
Melissa Data Quality
- GAV FreeFree
- GAV Sub 1K$40 a month
- US Address Verification PAYG$40, paid once
- GAV Sub 2.5K$95 a month
- GAV 5K$190 a month
- GAAC UNL$350 a year
- GAV 10K$350 a month
- US Address Verification SUB$5,145 a year
- GAV 1M$12,600 a year
- US Address Verification UNL$16,000 a year
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.
Melissa Data Quality
Melissa Data Quality helps organizations maintain contact records by standardizing, verifying, and correcting addresses, email addresses, phone numbers, and names. Its workflow can profile and monitor data, cleanse and standardize it, enrich verified records, and consolidate duplicates into a golden record. Address tools cover more than 250 countries, and name recognition includes more than 650,000 first and last names. Phone checks authenticate and geolocate mobile and landline numbers, and assess whether mobile numbers are live and callable. Email checks validate domain, syntax, and spelling, with SMTP testing or a real-time inbox check available. Deployment choices include on-premise APIs and web services supporting REST, JSON, and XML. Integrations include Salesforce, Microsoft Dynamics, Excel, Microsoft 365, Google Sheets, Shopify, and Snowflake. The listed GAV Free plan provides 250 records per month at free; paid plans include monthly subscriptions and one-time address verification. Subscription options include compliance reports, unlimited technical support, and a standard 99.9% SLA guarantee.