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Data Preparation Tools

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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Qlik Talend Cloud
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Trifacta Wrangler Enterprise
Logo of Microsoft Power BI
Microsoft Power BI
For 1B-10B USD Companies
Logo of Dataiku
Dataiku
Logo of Microsoft Power BI
Microsoft Power BI
Logo of Trifacta Wrangler Enterprise
Trifacta Wrangler Enterprise
For North America
Logo of Alteryx One Platform
Alteryx One Platform
Logo of Trifacta Wrangler Enterprise
Trifacta Wrangler Enterprise
Logo of DataRobot Agent Workforce Platform
DataRobot Agent Workforce Platform
Integration & Deployment
Logo of Microsoft Power Query
Microsoft Power Query
Logo of Dataiku
Dataiku
Logo of Trifacta Wrangler Enterprise
Trifacta Wrangler Enterprise

Product Listings

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Logo of Microsoft Power BI

Microsoft Power BI

By Microsoft

4.5
(702 Ratings)

Microsoft Power BI is a software designed for business analytics and data visualization. It enables users to aggregate, analyze, and share data through interactive dashboards and reports. The software supports integration with various data sources including databases, cloud services, and spreadsheets, allowing for real-time insights and data-driven decision making. Power BI provides features such as customizable visualizations, data modeling, and automated data refresh. It addresses business challenges related to data accessibility and analysis by offering tools to simplify complex data sets and present information in an understandable format. The software is suitable for organizations seeking to centralize business intelligence tasks within their workflow.

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Logo of Alteryx One Platform

Alteryx One Platform

By Alteryx

4.5
(587 Ratings)

Alteryx One Platform is a software designed to support data preparation, analytics automation, and machine learning processes within organizations. The software offers tools for data blending, integration of disparate sources, and automating workflows, enabling users to transform raw data into actionable insights. Its features include code-free and code-friendly capabilities, collaboration options, and integration with various cloud and on-premises data systems. Alteryx One Platform is used to address business problems related to data-driven decision making, operational efficiency, and analytics scalability. It aims to simplify the process of building analytical models and sharing results across teams, supporting organizations in extracting value from data assets.

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Logo of Tableau

Tableau

By Salesforce (Tableau)

4.4
(559 Ratings)

Tableau is a software designed for data visualization and business intelligence that enables users to connect, analyze, and share data insights from various sources. It provides features such as interactive dashboards, drag and drop analytics, and integration with spreadsheet, cloud, and relational databases. The software helps organizations transform raw data into visual representations including charts, graphs, and maps, allowing for the identification of patterns, trends, and outliers. Tableau addresses business challenges related to data analysis and reporting by simplifying the process of extracting actionable insights and supporting informed decision-making across different functional areas.

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Logo of Trifacta Wrangler Enterprise

Trifacta Wrangler Enterprise

By Trifacta

4.6
(180 Ratings)

Trifacta Wrangler Enterprise is a software designed to simplify and accelerate the process of data preparation for analytics and business intelligence. The software enables users to discover, structure, clean, and validate data from multiple sources through an intuitive interface. Trifacta Wrangler Enterprise includes features for data profiling, transformation, enrichment, and error detection, allowing organizations to convert raw data into structured formats suitable for analysis. The software supports collaborative workflows, automation of data preparation tasks, and integration with cloud and on-premises data storage platforms, addressing challenges related to data quality and consistency in enterprise environments.

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Logo of Qlik Sense

Qlik Sense

By Qlik

4.4
(152 Ratings)

Qlik Sense is a software developed for data analytics and business intelligence that enables users to create interactive visualizations and dashboards from multiple data sources. The software supports associative exploration of data, allowing users to generate insights through drag-and-drop functionality and intuitive interfaces. It offers features such as advanced analytics integration, self-service data preparation, and collaboration tools that facilitate sharing and decision making within organizations. Qlik Sense addresses business problems related to data analysis by simplifying access to real-time information, supporting data-driven decision processes, and enhancing reporting capabilities. The software is designed to be scalable and can be deployed on-premises, in private cloud, or via SaaS environments, providing flexibility for varied organizational needs.

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Logo of Altair RapidMiner

Altair RapidMiner

By Siemens (Altair)

4.4
(101 Ratings)

Altair RapidMiner is a software designed for data science, machine learning, and advanced analytics. It offers a visual workflow designer that enables users to prepare data, build predictive models, and operationalize analytics projects. The software supports a range of data sources and methods, allowing integration with databases and cloud storage, as well as the application of various data preparation, transformation, and modeling techniques. Altair RapidMiner provides tools for data exploration, model validation, automation, and deployment, addressing business problems such as component failure prediction, risk analytics, customer segmentation, and forecasting. It aims to help organizations derive insights from large datasets and streamline decision-making processes through accessible machine learning and analytical capabilities.

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Logo of Qlik Talend Cloud

Qlik Talend Cloud

By Qlik

4.3
(74 Ratings)

Qlik Talend Cloud is a software designed to facilitate data integration, transformation, and governance across hybrid and multi-cloud environments. The software provides tools for connecting, cleansing, and synchronizing data from disparate sources to enable seamless data movement and preparation. Its functionalities include data pipeline automation, real-time data processing, and collaborative data stewardship, supporting organizations in delivering trusted data assets for analytics and operational workflows. Qlik Talend Cloud addresses the business problem of managing complex data landscapes by offering scalable capabilities to unify, standardize, and secure data, enabling more reliable insights and decision-making across business processes.

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Strategy One

By Strategy

4.2
(73 Ratings)

Strategy One is a comprehensive platform for delivering pervasive analytics at scale. Our One platform offers an array of insight delivery options from pixel-perfect reporting to bespoke analytics apps and mobile data experiences. We also offer a fully integrated suite of generative AI-powered analytics including modern AI bots that you can embed anywhere. Strategy One is designed to help eliminate the chaos of managing analytics at scale. At its foundation, the One platform offers a unified data fabric designed to decrease your total cost of ownership. Our trusted semantic layer enables governance, security, and object-level reusability to fuel your entire analytics strategy. Strategy One also empowers agility so you can adapt quickly as business demands evolve. Built on a modern, open, microservices architecture, the One platform provides further flexibility by including hundreds of connectors, a full suite of APIs, and cloud-native availability on four major cloud ecosystems.

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Logo of Quest Toad Data Point

Quest Toad Data Point

By Quest

4
(70 Ratings)

Toad Data Point is a software designed for data preparation, connectivity, and analysis across a wide range of sources including relational databases, cloud services, and business intelligence platforms. The software provides features for querying, joining, and transforming data without requiring programming expertise. It enables users to automate repetitive tasks, schedule data operations, and collaborate by sharing findings within teams. Toad Data Point addresses the business problem of integrating, analyzing, and visualizing data to support decision-making and reporting activities, facilitating productivity for data analysts and business users who work with disparate data sources.

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Logo of Microsoft Power Query

Microsoft Power Query

By Microsoft

4.4
(68 Ratings)

Microsoft Power Query is a software designed to facilitate data connection, transformation, and manipulation within various applications, including Excel and Power BI. The software allows users to import data from a wide range of sources, such as databases, spreadsheets, web services, and cloud solutions, and provides tools to cleanse, reshape, and combine datasets to prepare them for analysis. Power Query addresses business problems related to data consolidation and quality, enabling automated data preparation tasks that support reporting, visualization, and business intelligence processes. It features an intuitive interface for defining data transformation steps, supports scripting for advanced operations, and integrates with workflow automation to streamline repetitive processes.

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Logo of SAP Data Intelligence Cloud (Legacy)

SAP Data Intelligence Cloud (Legacy)

By SAP

4.3
(41 Ratings)

SAP Data Intelligence Cloud (Legacy) is a software designed to enable organizations to connect, discover, enrich, and orchestrate data across complex landscapes. It integrates data assets from various sources including cloud, on-premise, and third-party platforms, facilitating unified data management. The software provides data pipeline modeling, metadata management, and automated governance features to ensure data quality and compliance. It supports scalable processing for structured and unstructured data and delivers tools for data preparation, machine learning integration, and advanced analytics. The software addresses business challenges related to data silos, interoperability, and efficient utilization of information for insights and decision-making operations.

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Logo of DataRobot Agent Workforce Platform

DataRobot Agent Workforce Platform

By DataRobot

4.5
(36 Ratings)

DataRobot is agentic AI for the workforce. Our agentic platform enables frontline/business teams to develop, deliver, and govern AI agents and applications that work intelligently and securely with core business processes, infrastructure, and systems — maximizing impact and minimizing risk for organizations across industries.

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Dataiku

By Dataiku

4.6
(33 Ratings)

Dataiku is a single, end-to-end platform for building and managing analytics, models, and agents across your organization. It provides no-, low-, and full-code interfaces so data scientists, analysts, and business users can all build AI using their existing skills. Dataiku works with any cloud provider, data platform, and GenAI service, ensuring infrastructure freedom and avoiding vendor lock-in. Built-in governance and monitoring give you the visibility and control to confidently deploy AI at scale.

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Logo of EasyMorph

EasyMorph

By EasyMorph

4.8
(28 Ratings)

EasyMorph is a data preparation and automation software designed to facilitate data transformation, processing, and workflow automation for business users and analysts. The software enables users to import data from various sources, including spreadsheets, databases, and cloud services, and perform a range of data manipulations such as filtering, merging, cleaning, and aggregating without the need for coding. EasyMorph offers a visual interface for constructing workflows, making it accessible to users with limited technical background. The software supports scheduled and conditional execution of tasks, simplifying repetitive processes and reducing manual effort. It addresses business problems related to inefficient data handling and complex automation by streamlining and organizing data-centric operations in a single platform.

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Datameer

By Datameer

4.6
(24 Ratings)

Datameer is a software that enables organizations to prepare, integrate, and analyze data within cloud data warehouses. The software facilitates data exploration, transformation, and enrichment through a visual interface, supporting collaboration among users. Key features include point-and-click tools for building data pipelines, access to version control, and data governance functionalities. Datameer assists in managing and operationalizing analytics workflows, streamlining the process of transforming raw data into actionable insights. The software is designed to help teams reduce manual data preparation tasks, maintain control over data assets, and support data-driven decision-making in business environments.

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Logo of Informatica Enterprise Data Preparation

Informatica Enterprise Data Preparation

By Informatica

4.3
(17 Ratings)

Informatica Enterprise Data Preparation is a software designed to help organizations efficiently prepare, cleanse, and transform data for analysis and reporting. The software enables users to access various data sources, perform data profiling, and automate complex data transformation tasks. It features self-service data wrangling capabilities, allowing business analysts and data professionals to discover, blend, and standardize raw data without specialized technical skills. Informatica Enterprise Data Preparation supports collaboration by enabling teams to share datasets and preparation workflows. It addresses business problems related to data quality, accessibility, and readiness, streamlining the process of converting raw data into a usable format for analytics and business intelligence initiatives.

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Logo of Looker

Looker

By Google

4.2
(16 Ratings)

Looker is a software that enables organizations to explore, analyze, and share real-time business analytics and data insights. It provides a browser-based interface for data exploration and reporting, allowing users to create interactive dashboards and visualizations without requiring deep technical knowledge. The software supports integration with multiple data sources and enables data modeling using a flexible language, thereby facilitating customized analysis aligned with business requirements. Looker assists businesses in transforming raw data into actionable insights, supporting data-driven decision-making across various departments such as finance, sales, and operations. The software offers features designed to simplify data governance, ensure consistent metrics, and foster collaboration among teams.

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Logo of Zaloni Arena

Zaloni Arena

By Zaloni

4.2
(15 Ratings)

Zaloni Arena is a software designed to facilitate data management and governance across hybrid and multi-cloud environments. The software enables organizations to catalog, enrich, and control data assets, allowing users to access and prepare data efficiently. Zaloni Arena automates metadata management, data lineage, privacy controls, and policy enforcement functions, helping organizations streamline compliance with data regulations and optimize data sharing. By centralizing data orchestration, the software supports business users and data teams in securely discovering, managing, and provisioning data for analytics and other enterprise needs, addressing challenges related to data silos and governance complexity.

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Logo of JMP

JMP

By JMP Statistical Discovery

4.5
(14 Ratings)

For more than 30 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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Logo of Cloud Dataprep by Trifacta

Cloud Dataprep by Trifacta

By Google

4.1
(10 Ratings)

Cloud Dataprep by Trifacta is a software designed to assist users in the exploration, cleaning, and preparation of structured and unstructured data for analysis. The software enables users to visually explore data, identify patterns, detect anomalies, and transform data sets without the need for coding. It supports various data sources and integrates with data storage and analytics platforms to streamline workflows in data pipeline and analytics projects. Cloud Dataprep addresses business needs related to data wrangling by automating and simplifying the process of preparing data for reporting, machine learning, and business intelligence.

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Gartner Research

Market Guide for Data Preparation Tools
Gartner Peer Insights 'Voice of the Customer': Data Preparation Tools

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