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Data Mining
Self service analytics

Data Mining Software with Self-service Analytics (2026)

Last updated: April 2026

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15 software options

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XLSTAT

4.7

(398)

280

107

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

XLSTAT | Statistical Software for Microsoft Excel

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The leading data analysis and statistical solution for Microsoft EXCEL®

Dataiku

4.6

(13)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Self service analytics and machine learning tool

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Dataiku DSS is a data tool, which utilizes artificial intelligence & machine learning technologies to prepare, visualize, monitor, & deploy data sets. Ideal for analytics leaders, data scientists, IT engineers, & analysts, it allows users to connect all data sources on a unified platform.

Statgraphics Centurion

4.5

(35)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Multilingual data visualization & statistical analytics tool

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Statgraphics Centurion is a Windows-based software that helps businesses generate statistical reports, visualize data, and conduct predictive analysis. Data scientists can classify data, manage K-means clustering, create data associations, generate regression trees, and conduct text mining.

Optymyze

(0)

No-code data warehousing, processing and automation software

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Optymyze is a no-code data warehousing and automation software designed to assist businesses with application development, sales performance management, staff planning, financial forecasting, and workforce performance, among other operations from within a unified platform. It enables real-time collaboration across enterprises and technical teams via discussions, storyboard visualizations, and co-authoring co-editing, live editing, and file-sharing capabilities.

Visplore

4.8

(4)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Visual analytics platform for one-click root cause analysis

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Visplore supports practical industrial data mining with guided data analysis and systematic root cause analysis. Interactive time series analysis and visual analytics process optimization workflows reveal patterns, influencing factors, and anomalies without black-box algorithms or complex coding.

Stratio Data Fabric

(0)

A secure business data layer for business & data teams

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Stratio Data Fabric is a cloud-based platform that helps midsize and large businesses automate data management processes via artificial intelligence (AI) technology.

Sisense

4.5

(378)

225

135

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

BI & dashboard software for multiple, large data sets

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Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

JMP

4.5

(53)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Statistical tools for data analysis and discovery

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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.

Alteryx Designer

4.8

(101)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

Altair Monarch

4.6

(21)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Data extraction and preparation tool for business analysts

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An industry leader with over 30 years experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct no-code workflows enable users to collaborate as they transform difficult data such as PDFs spreadsheets and t

Apteco FastStats

4.8

(9)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Data analysis platform

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Apteco FastStats is data analysis software that enables users to organize and understand their customer data to deliver high performing marketing campaigns. It allows users to explore their data in greater detail than ever before through analysis and visualization tools. FastStats also provides the ability to create customer segments directly from charts and visualizations to improve engagement.

SCALUE

4.7

(14)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Business performance management software

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SCALUE is a business-performance management software that helps procurement teams gain real-time insight into total spending to discover hidden costs and inefficiencies across business processes. Administrators can categorize unstructured procurement data and monitor key performance indicators (KPIs).

DATAmaestro

5.0

(2)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Optimize industrial processes with advanced analytics

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Optimize process performances thanks to Artificial Intelligence and Advanced Analytics.

IBM SPSS Statistics

4.5

(644)

379

224

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Business intelligence and statistical analysis software

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IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

Altair SLC

3.9

(19)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Data mining and analysis software

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Altair SLC (formerly WPS Analytics) runs programs written with SAS language syntax without translation and without licensing other third-party products. Altair SLC is built to handle high levels of throughput and reduces clients’ capital costs and operating expenses.

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