Best Data Cleansing Software for Apache Spark

Compare the Top Data Cleansing Software that integrates with Apache Spark as of September 2026

This a list of Data Cleansing software that integrates with Apache Spark. Use the filters on the left to add additional filters for products that have integrations with Apache Spark. View the products that work with Apache Spark in the table below.

What is Data Cleansing Software for Apache Spark?

Data cleansing software helps organizations identify, correct, and remove inaccurate, incomplete, or duplicate data from datasets. It improves data quality by standardizing formats, validating values, and enriching records with consistent information. The software often uses rules-based logic and automated processes to clean large volumes of data efficiently. Many solutions integrate with databases, data warehouses, and analytics platforms to maintain ongoing data accuracy. By ensuring reliable and high-quality data, data cleansing software supports better reporting, analytics, and decision-making. Compare and read user reviews of the best Data Cleansing software for Apache Spark currently available using the table below. This list is updated regularly.

  • 1
    TIMi

    TIMi

    TIMi

    The most efficient, sovereign & unified "on-premise" data platform available today. Think about the Azure data platform, but on steroids and 100% Sovereign. TIMi is an ethical solution: Zero Lock-In: We gain your trust through exceptional performance and service, not artificial vendor lock-in Fair price & No hidden fees & No price hikes TIMi is a leader in these fields: Data Preparation/ETL/BPA/BPM/ESB - automate the most complex tasks without code - Connect to everything: Sharepoint, SAP, Salesforce, Facebook, GAds, etc. BigData - 1 TIMi-server is faster than 267 Spark-servers - Process any volumetry at negligible infrastructure cost. Process billions of rows in a matter of seconds on a standard 2K€ server. - manage peta-byte Data Lakes AI/ML: We invented the 1st Auto-ML tool in 2007 TIMi is a horizontal solution used in any industry: Manufacturing, Telecoms, Banks, Supermarket chains, Defense, Gov. Also available in EU-hosted sovereign cloud.
    Starting Price: 499 €/Month
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  • 2
    matchit

    matchit

    360Science

    The foundation of our matching software, matchit® is designed specifically to deliver results that mirror human-like perception, at scale and without preprocessing. Using Artificial Intelligence, a proprietary phonetic algorithm, lexicons, and a contextual scoring engine, matchit defeats the errors, inconsistencies, and challenges commonly found in contact and business data. Conventional matching solutions require a user to define matching logic, which is a combination of functions and off-the-shelf fuzzy algorithms, used to produce an alphanumeric value. This alphanumeric value, or ‘match key’, forms the basis for comparing two records together and ultimately finding matches. Unlike conventional matching solutions, matchit doesn’t rely on a single comparison between match keys to find a match. Instead, matchit evaluates records contextually, running a variety of comparisons and scoring them individually to grade similarity between all the relevant elements that make up your data.
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