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Top Rated Data Preparation Software with Data extraction - Page 3

Last updated: November 2026

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100 software options

MSIGHTS Platform logo

Data management software

MSIGHTS Platform is a marketing data transformation and reporting tool that helps businesses centralize multi-channel marketing performance data. The platform enables managers to collect and centralize data from various sources, ensuring that all valuable marketing data is captured in one place.

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Conversionomics logo

Data aggregation and automation technology tool

Conversionomics is a powerful data aggregation and automation technology tool that can improve your data aggregation, automation, and visualization processes.

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The Data Refinery logo

Data Doesn't Need to Be Difficult - Plug and play insights

Used by the next generation of British ecommerce retailers, The Data Refinery Unites your data, Informs your teams, and ensures you know your customer

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JMP logo

Statistical tools for data analysis and discovery

JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Astera ReportMiner logo

Data extraction and mining software

Astera ReportMiner is a full-featured data extraction and mining tool designed to help businesses ingest and extract data from unstructured data sources and files in multiple file formats. The solution helps users build workflow rules for automating data extraction, as well as monitor folders, emails and other sources in real-time.

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OneSchema logo

The data import platform for developers.

Empower your customers to upload, validate, and clean your spreadsheets with our intuitive and guided self-serve experience that embeds easily into your product.

Our pre-built data validations library can fix 90% of your customer’s messy data formatting with just one click.

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SAS Data Management logo

Data management platform for executing ETL and ELT workflows

SAS Data Management is designed to help organizations access, edit, and visualize business data across various cloud platforms and legacy systems. It allows businesses to execute extract, transform, load (ETL) and extract, load, transform (ELT) workflows and configure metadata functions.

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Kinective Bridge logo

API connectivity as a service for financial institutions.

OmniConnect's API connectivity as a service is the quickest and most cost-effective way to securely connect a FinTech solution to any US-based financial institution. The platform support integration with various systems such as payments, point of sale (POS), lending, general ledger, deposits & more.

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Phrazor logo

Automated insights in language on dashboards in real-time.

Phrazor is a double-patented BI product used by enterprises to create highly personalized language-based reports at scale, instantly. It allows non-technical users to conduct ad-hoc analyses all on their own. Phrazor’s automated language insights are also available as plugins on Tableau and Power BI

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SAS Viya logo

Cloud native AI and analytics platform

SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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TARGIT Decision Suite logo

Cloud-based business intelligence and analytics software

TARGIT offers built-in data preparation tools to cleanse, transform, and model data from multiple sources. Users can create data flows, join datasets, and define business logic to ensure accurate, analysis-ready data for dashboards and reports.

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Definitive Healthcare logo

Data analytics tool for biotech & pharmaceutical industries

Definitive Healthcare is a data analytics software designed to help businesses analyze clinical and medical data. It enables professionals to categorize audiences, conduct patient analysis, and assess market trends based on technological installations, medical claims, patient demographics, and more.

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Datameer logo

Datameer Cloud: Your Data Transformation Solution

Datameer Cloud simplifies data transformation for data engineers. Optimize analytics, job management, and data accessibility with ease.

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Stata logo

Statistical software for data analysis

Stata is an integrated statistical software for data analysis, visualization, and management across disciplines. It offers tools like linear and logistic regression, time-series, panel-data, survival models, causal inference, Bayesian analysis, and machine learning. Stata provides publication-quality graphics with customizable layouts and supports automated report generation, exporting to Word, Excel, PDF, and HTML formats.

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Qlik Sense logo

End-to-end data analytics platform

Qlik Sense is a business intelligence (BI) and visual analytics platform that supports a range of analytic use cases. It supports a full range of users and use-cases across the life-cycle from data to insight.

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AWS Glue logo

Extract, Transform, and Load (ETL) solution

AWS Glue is an ETL software that helps businesses manage data preparation, discovery, transformation, replication, cleaning, and other processes from within a unified platform. It allows staff members to utilize the built-in data catalog to store and find data assets, such as table definitions, schemas, job definitions, and control information.

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Sapience Vue logo

Business performance management and analytics software

Sapience Vue is a data analytics software that helps organizations track performance, assess risks, monitor compliance, and more on a centralized platform. Supervisors can compare data in real time to ensure team and department productivity is in line with predefined business goals and overall KPIs.

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Vantage logo

Web-based database and analytics tool for IoT enhancement

Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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Spotfire logo

Visual data science to make smart people smarter

Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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Zoho Analytics logo

Agentic Al-powered self-service Bl and analytics platform

AI-powered self-service BI platform that cleans, prepares, and transforms data to uncover meaningful business insights.

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Stratum logo

Read more about Stratum

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Infor Industry Cloud Platform logo

Modern business intelligence and analytics platform.

Infor OS is a BI product that promises to enable a single view of data and eliminate data silos. Additionally, decentralized teams and individual users can augment this shared analytic fabric with their own local data, without compromising data governance. This consistency comes from a unified semantic layer, which maintains common definitions and key metrics, no matter where users sit. The platform can be deployed to a fully managed cloud or client managed cloud/on-premises.

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Domo logo

The Agentic Platform for the Intelligent Enterprise.

Domo, now part of Progress Software, is the agentic platform for the intelligent enterprise. It helps organizations connect and govern data, activate AI agents, apps, and workflows, and distribute intelligence through dashboards, embedded apps, mobile, and AI assistants.

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IBM Cognos Analytics logo

Business intelligence suite

IBM Cognos is a suite of business intelligence and performance management software, that includes dashboards, reports, forecasting, visualization & automation.

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Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

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