Data Preparation Tools Reviews and Ratings

What are Data Preparation Tools?

Data preparation is an iterative and agile process for finding, combining, cleaning, transforming and sharing curated datasets for various data and analytics use cases including analytics/business intelligence (BI), data science/machine learning (ML) and self-service data integration.

Data preparation tools promise faster time to delivery of integrated and curated data by allowing business users including analysts, citizen integrators, data engineers and citizen data scientists to integrate internal and external datasets for their use cases. Furthermore, they allow users to identify anomalies and patterns and improve and review the data quality of their findings in a repeatable fashion. Some tools embed ML algorithms that augment and, in some cases, completely automate certain repeatable and mundane data preparation tasks. Reduced time to delivery of data and insight is at the heart of this market.

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Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Microsoft is dedicated to advancing human and organizational achievement.

Microsoft Security helps protect people and data against cyberthreats to give peace of mind.

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Salesforce is a company that integrates artificial intelligence with customer relationship management and data to create solutions for customer-related concerns. Salesforce's primary business problem is to enhance the interaction between businesses and their customers by leveraging technology.

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Alteryx, Inc. is a software company that provides self-service data analytics software. The company was founded in 1997 and is headquartered in Irvine, California, and has more than 8,000 customers worldwide.

Alteryx provides a platform that enables analysts to easily prepare, blend, and analyze data by creating repeatable workflows using a visual "drag and drop" interface. The platform also allows for the deployment and sharing of analytics at scale for obtaining deeper insights in hours, not weeks. Alteryx’s products are used for data science and analytics in a very broad range of use cases and industries. The company’s mission is to empower every person to transform data into actionable insights.

Alteryx software is offered through on-premises, hybrid cloud, private cloud and public cloud deployments. Its flagship products are Alteryx Designer, Alteryx Server, Alteryx Intelligence Suite, Alteryx Designer Cloud, Alteryx Machine Learning, and Alteryx Auto Insights.

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Trifacta is a software development company that specializes in creating data wrangling solutions. The overall focus of Trifacta is to enable individuals and organizations to unlock the potential of their data. The company is dedicated to improving the way data is explored and prepared for analysis. Whether it's enhancing the efficiency of an existing data analysis process or exploring new data sources for augmentation, Trifacta's tools aim to enhance data utilization capabilities across various data complexities and dimensions.

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Qlik, after incorporating Talend, focuses on data integration, information quality, and analytics solutions. Its extensive cloud platform consolidates data from various cloud and hybrid environments, automates data-based workflows, and enriches understanding with artificial intelligence. The primary function of Qlik is to make data easily accessible and utilizable for enhanced, efficient business results. It reaches out to a broad base of users in numerous countries, aiming to provide potent data solutions for changing organizational requirements.

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Altair (Nasdaq: ALTR) is a global tech company focused on computational science and AI. Its simulation- and AI-driven approach to innovation is powered by its broad portfolio of high-fidelity, physics-based solvers, high-fidelity technology for optimization and HPC, and end-to-end platform for developing AI solutions. Altair democratizes its technologies to deliver more power to customers through:

- A flexible, patented units-based licensing model, which lowers barriers to adoption and increases technology utilization

- Anytime, anywhere access to Altair products through Altair One, its cloud innovation gateway

- Integration with 3rd-party software applications at no incremental cost

- Altair's open architecture philosophy, which includes integrating with other software tools and enabling customers to leverage the SAS language with modern languages like Python & open-source technologies

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Alteryx, Inc. is a software company that provides self-service data analytics software. The company was founded in 1997 and is headquartered in Irvine, California, and has more than 8,000 customers worldwide.

Alteryx provides a platform that enables analysts to easily prepare, blend, and analyze data by creating repeatable workflows using a visual "drag and drop" interface. The platform also allows for the deployment and sharing of analytics at scale for obtaining deeper insights in hours, not weeks. Alteryx’s products are used for data science and analytics in a very broad range of use cases and industries. The company’s mission is to empower every person to transform data into actionable insights.

Alteryx software is offered through on-premises, hybrid cloud, private cloud and public cloud deployments. Its flagship products are Alteryx Designer, Alteryx Server, Alteryx Intelligence Suite, Alteryx Designer Cloud, Alteryx Machine Learning, and Alteryx Auto Insights.

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Qlik, after incorporating Talend, focuses on data integration, information quality, and analytics solutions. Its extensive cloud platform consolidates data from various cloud and hybrid environments, automates data-based workflows, and enriches understanding with artificial intelligence. The primary function of Qlik is to make data easily accessible and utilizable for enhanced, efficient business results. It reaches out to a broad base of users in numerous countries, aiming to provide potent data solutions for changing organizational requirements.

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Strategy is the independent data analytics software provider behind Strategy One—a unified platform designed to advance our long-standing vision of Intelligence Everywhere. Our cloud-native, enterprise analytics platform offers a range of business intelligence, enterprise reporting, and AI-powered data experiences that help thousands of customers worldwide maximize impact by integrating trusted insights everywhere across their business. Among the first companies to adopt Bitcoin as a treasury asset, Strategy also applies 35+ years of software expertise to explore innovation in Bitcoin applications. We believe the combination of our operating structure, Bitcoin strategy, and focus on technology innovation provides a unique opportunity for value creation that benefits customers, partners, and stakeholders.

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Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Microsoft is dedicated to advancing human and organizational achievement.

Microsoft Security helps protect people and data against cyberthreats to give peace of mind.

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The company endeavors to maximize the effectiveness of information technology for organizations. The primary business challenge it addresses is simplifying complex IT operations globally. Its solutions offer a quicker way for data conversion into insights, cloud-optimized modern infrastructure setup, improved application experience and comprehensive control over devices interacting with the network.

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SAP is a company that aims to improve operational efficiency worldwide. The primary focus is on helping customers optimize their business operations. SAP develops innovative solutions to support this objective. The company plays a crucial role in transforming industries by fostering opportunity and equality on a global scale. By collaborating with customers and partners, SAP is capable of making substantial changes across various industries, supporting the growth and development of economies and societies.

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DataRobot delivers AI that maximizes impact and minimizes business risk. Our AI applications and platform integrate into core business processes so teams can develop, deliver, and govern AI at scale. DataRobot empowers practitioners to deliver predictive and generative AI, and enables leaders to secure their AI assets. Organizations worldwide rely on DataRobot for AI that makes sense for their business — today and in the future.

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Dataiku is the platform for Everyday AI, enabling data experts and domain experts to work together to build data into their daily operations, from advanced analytics to Generative AI. Together, they design, develop, and deploy new AI capabilities at all scales and industries. Organizations that use Dataiku enable their people to be extraordinary, creating the AI that will power their company into the future.

Founded in 2013, Dataiku has proven its ability to continue to develop its founding vision for Everyday AI and to execute on its growth. Boasting over 600 customers, including 200 of the Forbes Global 2000, and a dedicated workforce of over 1,000 employees, Dataiku takes pride in its rapid expansion and pivotal role in empowering enterprises to harness the full potential of data, analytics, AI, and Generative AI.

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EasyMorph Inc, a software company, was established in 2014 by Dmitry Gudkov in Toronto, Canada. The company's core focus is to create a modern, efficient tool for data transformation and manipulation suitable for individuals with non-technical backgrounds. The tool is designed to incorporate the simplicity of Excel, the power of a database, and the flexibility of a programming language. Today, EasyMorph Inc is a growing company with a diverse range of industries utilizing EasyMorph Desktop and EasyMorph Server every day.

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Datameer is a platform that offers comprehensive solutions for data preparation, cleaning, combining and organizing, which can be integrated with Snowflake. Based in San Francisco, California, the company maintains a global footprint with offices worldwide. Datameer serves a diverse array of industries, from finance and healthcare to retail and more. It offers solutions to organizations of all sizes. Its products are utilized by data scientists, analysts, and all levels of business users.

The company boasts a strong base with users across the globe. Its platform for data analysis aids organizations in extracting value from their data, resulting in improved operational efficiency and amplified revenue. Datameer focuses on delivering solutions that allow businesses to capitalize on their data, subsequently increasing their standing in an increasingly data-driven economy. It works with a spectrum of industries, serving a wide range of customers.

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Informatica is a firm specializing in Enterprise Cloud Data Management which aims to allow businesses to fully utilize their most significant assets. Inventing a fresh category of software, the Informatica Intelligent Data Management Cloud (IDMC), the firm utilizes AI to manage data across multi-cloud, hybrid systems. This innovation offers modern, advanced business strategies by democratizing data. With a global reach, the company is focused on driving digital transformation powered by data. The firm's tagline is, 'Where data comes to life'.

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Googlers is a company that creates products intended to create opportunities for an extensive audience, regardless of their location across the globe. The company values diverse perspectives, imaginations and non-conformity to predefined norms and impossibilities. The goal is to build products while incorporating uniqueness of each individual involved in this process, aiming to make their products accessible and useful to all.

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Zaloni is a data management enterprise focusing on consolidating the latent potency of data. It develops a DataOps software platform named 'Arena' that optimizes data pathways via an enhanced catalog, self-service consumption, and automated governance. The central objective is to lessen IT expenses, hasten data analytics, and normalize security. The business tackles the issue of data sprawl with its software, facilitating business and analytics whilst maintaining requisite controls and adaptability amidst the contemporary complexity of decentralized, multi-cloud data. Zaloni's unparalleled governance tools assure that the appropriate data is accessible by the appropriate individuals, encouraging trust in business access. Additionally, the 'Arena' platform's catalog, control, and consume model accelerates data product projects and minimizes time to value.

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For more than 35 years, JMP Statistical Discovery software has helped users in biopharmaceutical, semiconductor, chemical, consumer products, and other industries solve problems with data. JMP is statistical analysis software with capabilities that span from data access to advanced statistical techniques with the click of a button to sharing results, all in one tool. JMP software is intuitively interactive, compellingly visual and statistically deep to allow users to see and explore their data. JMP's goal is to empower scientists and engineers with no-code discoveries and efficiencies for higher ROI and faster time to market.

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