--- title: "Best Data Mining Software - 2026 Reviews & Pricing" description: "Find the best Data Mining Tools for your organization. Compare top Data Mining Tools with customer reviews, pricing, and free demos." source_url: "https://www.softwareadvice.com/bi/data-mining-comparison/" page_type: "subcategory" language: "en" --- [Home](https://www.softwareadvice.com/) / Data Mining Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Data Mining Software of 2026 Updated October 27, 2026 On this page 1. Popular Comparisons 2. Buyers Guide 3. Related Software Filter products 174 results ### Compare Products Showing 1 - 25 of 174 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyersโ€™ needs for free and only recommend products that meet buyersโ€™ needs. Vendors pay Software Advice for these referrals. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. ### [SAS Viya](/data-catalog/sas-viya-profile/) - Overall rating: 4.4/5 - Reviews: 12 - Free trial: Available - Free demo: Not available #### Overview SAS Viya is a cloud-native platform designed for data analytics, machine learning and data management. It supports organizations in industries such as banking, insurance, [Read more](/data-catalog/sas-viya-profile/) #### Features ##### Best rated features - Workflow Management: 5/5 - Self-service Analytics: 5/5 - Modeling & Simulation: 5/5 - Configurable Workflow: 5/5 ##### Worst rated features - Real-Time Analytics: 2/5 - Data Connectors: 2/5 - Visual Discovery: 2/5 - Data Extraction: 3/5 [See all features](/data-catalog/sas-viya-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-catalog/sas-viya-profile/#pricing-and-plans) --- ### [APISCRAPY](/data-extraction/apiscrapy-profile/) - Overall rating: 5/5 - Reviews: 26 - Starting price: $25.00one time - Free trial: Available - Free demo: Not available #### Overview APISCRAPY is an AI-driven web scraping and automation platform that converts any web data into ready-to-use data API. The platform is capable to extract data from websites, process [Read more](/data-extraction/apiscrapy-profile/) #### Features ##### Best rated features - Reporting/Analytics: 5/5 - Data Transformation: 5/5 - Access Controls/Permissions: 5/5 - Email Address Extraction: 5/5 [See all features](/data-extraction/apiscrapy-profile/#key-features) #### Pricing ##### Basic - Price: $25.00one time [See full pricing details](/data-extraction/apiscrapy-profile/#pricing-and-plans) --- ### [Alteryx](/bi/alteryx-profile/) - Overall rating: 4.8/5 - Reviews: 102 - Best for: Features - Free trial: Available - Free demo: Not available #### Overview Alteryx Designer is a desktop-based self-service data profiling, preparation, blending, and analytics product used to create visual workflows or analytic processes through an [Read more](/bi/alteryx-profile/) #### Features ##### Best rated features - Query Builder: 5/5 - Storytelling: 5/5 - Modeling & Simulation: 5/5 - Profitability Analysis: 5/5 ##### Worst rated features - Visual Analytics: 3/5 - Data Visualization: 3.5/5 - Statistical Process Control: 4/5 - Self-service Analytics: 4/5 [See all features](/bi/alteryx-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/bi/alteryx-profile/#pricing-and-plans) --- ### [Google Cloud](/compliance/google-cloud-platform-profile/) - Overall rating: 4.7/5 - Reviews: 2,340 - Best for: Mid-size businesses - Free trial: Available - Free demo: Not available #### Overview Google Cloud is a suite of cloud computing services that allows businesses to build, deploy, and scale applications. The platform caters to a wide range of industries, such as [Read more](/compliance/google-cloud-platform-profile/) ##### What users love - Scalable and reliable data storage - User-friendly interface and setup - Comprehensive security and permissions ##### To take in mind - Complex and unpredictable pricing - Steep learning curve for beginners - Limited and slow customer support #### Features ##### Best rated features - Pre-built Templates: 5/5 - Policy Management: 5/5 - Scheduling: 5/5 - Reminders: 5/5 ##### Worst rated features - Release Management: 3/5 - In-Database Processing: 3/5 - Testing/QA Management: 3/5 - Offline Access: 3/5 [See all features](/compliance/google-cloud-platform-profile/#key-features) #### Pricing ##### Free - Price: Custom - Pricing available upon request - New customers get $300 in free credits to fully explore and conduct an assessment of Google Cloud. ##### Pay as You Go - Price: Custom - Pricing available upon request [See full pricing details](/compliance/google-cloud-platform-profile/#pricing-and-plans) --- ### [Neural Designer](/deep-learning/neural-designer-profile/) - Overall rating: 4.9/5 - Reviews: 11 - Starting price: $2,495.00/year - Free trial: Available - Free demo: Not available #### Overview Neural Designer is a user-friendly app for data science and machine learning. It allows you to build AI-powered applications without coding or building block diagrams. Its [Read more](/deep-learning/neural-designer-profile/) #### Features ##### Best rated features - Predictive Analytics: 5/5 - Data Visualization: 5/5 - Reporting & Statistics: 5/5 - Data Import/Export: 5/5 ##### Worst rated features - Data Connectors: 4/5 - Data Discovery: 4/5 [See all features](/deep-learning/neural-designer-profile/#key-features) #### Pricing ##### Basic - Price: $2,495.00/year [See full pricing details](/deep-learning/neural-designer-profile/#pricing-and-plans) --- ### [Infoveave](/product/461430-infoveave/) - Overall rating: 5/5 - Reviews: 5 - Starting price: โ‚น100.00/month - Free trial: Not available - Free demo: Not available #### Overview Infoveave is a data platform that integrates data automation, analytics, and AI capabilities to transform raw data into actionable insights. It is used by organizations in [Read more](/product/461430-infoveave/) #### Features ##### Best rated features - Multiple Data Sources: 5/5 - Real-Time Monitoring: 5/5 - Data Extraction: 5/5 - Access Controls/Permissions: 5/5 [See all features](/product/461430-infoveave/#key-features) --- ### [Pecan](/bi/pecan-profile/) - Overall rating: 5/5 - Reviews: 1 - Starting price: $950.00/month - Free trial: Available - Free demo: Not available #### Overview Founded in 2018, Pecan is a cutting-edge predictive analytics platform that leverages its pioneering Predictive GenAI technology to eliminate obstacles to AI adoption. Pecan [Read more](/bi/pecan-profile/) #### Pricing ##### Starter - Price: $950.00/month ##### Business - Price: $1,750.00/month ##### Enterprise - Price: Custom - Pricing available upon request [See full pricing details](/bi/pecan-profile/#pricing-and-plans) --- ### [Wolfram Mathematica](/sales-forecasting/wolfram-mathematica-profile/) - Overall rating: 4.6/5 - Reviews: 169 - Starting price: $335.00one time - Best for: Value for money - Free trial: Available - Free demo: Not available #### Overview Wolfram Mathematica is a technical computing solution that provides businesses of all sizes with tools for image processing, data visualization and theoretic experiments. The [Read more](/sales-forecasting/wolfram-mathematica-profile/) #### Features ##### Best rated features - Dashboard: 5/5 - Neural Network Modeling: 5/5 - Data Visualization: 4.7/5 - Visual Analytics: 4.6/5 ##### Worst rated features - Ad hoc Reporting: 3.7/5 - Customizable Dashboard: 3.8/5 - Self-paced Learning: 4/5 [See all features](/sales-forecasting/wolfram-mathematica-profile/#key-features) #### Pricing ##### Basic - Price: $335.00one time [See full pricing details](/sales-forecasting/wolfram-mathematica-profile/#pricing-and-plans) --- ### [Rapidminer Monarch](/bi/datawatch-desktop-profile/) - Overall rating: 4.6/5 - Reviews: 21 - Starting price: $0.01 - Free trial: Available - Free demo: Not available #### Overview Altair Monarch is a self-service, web-based data preparation solution that helps businesses extract data from reports such as HTML, PDF and XPS. The platform can access data from [Read more](/bi/datawatch-desktop-profile/) #### Features ##### Best rated features - Web Data Extraction: 5/5 - Data Visualization: 5/5 - API: 5/5 - Reporting/Analytics: 4/5 [See all features](/bi/datawatch-desktop-profile/#key-features) #### Pricing ##### Basic - Price: $0.01 [See full pricing details](/bi/datawatch-desktop-profile/#pricing-and-plans) --- ### [Lucidworks Fusion](/bi/lucidworks-fusion-profile/) - Overall rating: 4/5 - Reviews: 1 - Free trial: Available - Free demo: Not available #### Overview Lucidworks Fusion is an AI-powered search and product discovery platform built for B2B and B2C organizations of any size, including retail, financial services, and media [Read more](/bi/lucidworks-fusion-profile/) --- ### [Centralpoint](/crm/centralpoint-profile/) - Overall rating: 4.6/5 - Reviews: 9 - Starting price: $500.00/month - Free trial: Available - Free demo: Not available #### Overview Centralpoint, by Oxcyon, featured in Gartner's Magic Quadrant for Digital Experience Platforms and by 451 Research, is a Microsoft-based platform that installs on-premise, in the [Read more](/crm/centralpoint-profile/) #### Features ##### Best rated features - Data Import/Export: 5/5 - Mobile Access: 4/5 - Electronic Signature: 4/5 - Web Forms: 3/5 [See all features](/crm/centralpoint-profile/#key-features) #### Pricing ##### Basic - Price: $500.00/month [See full pricing details](/crm/centralpoint-profile/#pricing-and-plans) --- ### [JMP](/bi/jmp-profile/) - Overall rating: 4.5/5 - Reviews: 53 - Starting price: $1,390.00/year - Free trial: Available - Free demo: Not available #### Overview JMP is an on-premise data analytics solution that helps scientists, engineers and data explorers understand complex data relationships and visualize them via interactive [Read more](/bi/jmp-profile/) #### Features ##### Best rated features - Reporting & Statistics: 5/5 - Data Import/Export: 5/5 - Data Analysis Tools: 5/5 - Performance Metrics: 5/5 ##### Worst rated features - Statistical Simulation: 1/5 - Association Discovery: 2.5/5 - KPI Monitoring: 3/5 [See all features](/bi/jmp-profile/#key-features) #### Pricing ##### Basic - Price: $1,390.00/year - Bulk discounts available ##### JMP Pro - Price: $8,820.00/year - Bulk discounts available ##### JMP Clinical - Price: $8,820.00/year - Bulk discounts available [See full pricing details](/bi/jmp-profile/#pricing-and-plans) --- ### [import.io](/business-performance-managemen/import-profile/) - Overall rating: 4.3/5 - Reviews: 13 - Free trial: Available - Free demo: Not available #### Overview Import.io enables businesses from SMB to enterprise to automate website data extraction from any web page. The solution provides teams like IT, market research, data scientists, [Read more](/business-performance-managemen/import-profile/) #### Features ##### Best rated features - Data Extraction: 5/5 - API: 5/5 - Alerts/Notifications: 4/5 - Data Transformation: 4/5 [See all features](/business-performance-managemen/import-profile/#key-features) #### Pricing ##### Standard - Price: Custom - Pricing available upon request - For teams that need point-and-click web data extraction, scheduling, and reliable data delivery. ##### Professional - Price: Custom - Pricing available upon request - For teams that need API access, advanced extraction workflows, and higher query volumes. Includes ##### Advanced - Price: Custom - Pricing available upon request - For teams that require higher extraction volumes, advanced proxy options, team management, and [See full pricing details](/business-performance-managemen/import-profile/#pricing-and-plans) --- ### [IntelliFront BI](/bi/intellifront-profile/) - Overall rating: 4/5 - Reviews: 5 - Starting price: $11,990.00/year - Free trial: Available - Free demo: Not available #### Overview IntelliFront BI by ChistianStevens Software allows businesses to view multiple data sets in one place. The system offers real-time dashboards with on-demand reporting. Users have [Read more](/bi/intellifront-profile/) #### Pricing ##### Basic - Price: $11,990.00/year [See full pricing details](/bi/intellifront-profile/#pricing-and-plans) --- ### [Statgraphics Centurion](/bi/statgraphics-profile/) - Overall rating: 4.5/5 - Reviews: 35 - Starting price: $495.00one time - Free trial: Available - Free demo: Not available #### Overview Statgraphics is a business intelligence (BI) solution that helps enterprises utilize collected information to facilitate data visualization, modeling and predictive analysis. It [Read more](/bi/statgraphics-profile/) #### Features ##### Best rated features - Statistical Analysis: 5/5 [See all features](/bi/statgraphics-profile/#key-features) #### Pricing ##### Corporate Annual License - Price: $990.00one time - Monolingual to multilingual ##### Research Annual License - Price: $742.50one time - Monolingual to multilingual ##### Academic Annual License - Price: $495.00one time - Monolingual to multilingual [See full pricing details](/bi/statgraphics-profile/#pricing-and-plans) --- ### [Rapidminer AI Studio](/bi/rapidminer-profile/) - Overall rating: 4.4/5 - Reviews: 23 - Free trial: Available - Free demo: Available #### Overview RapidMiner is a cloud-based and on-premise data science solution, which helps small to large organizations access, load and analyze structured and unstructured data. Key features [Read more](/bi/rapidminer-profile/) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/bi/rapidminer-profile/#pricing-and-plans) --- ### [Sisense](/product/119281-Sisense/) - Overall rating: 4.5/5 - Reviews: 378 - Best for: Customer support - Free trial: Available - Free demo: Not available #### Overview SiSense offers a full suite of BI applications, as well as standalone data and text mining with innovative analytics tools that can be used by any type of user. A great solution to [Read more](/product/119281-Sisense/) #### Features ##### Best rated features - Scheduled/Automated Reports: 5/5 - Scorecards: 5/5 - Query Builder: 5/5 - Ad hoc Query: 5/5 ##### Worst rated features - Self-service Analytics: 2/5 - Key Performance Indicators: 3/5 - Collaboration Tools: 3/5 - ETL: 3/5 [See all features](/product/119281-Sisense/#key-features) #### Pricing ##### Plan - Price: Custom - Pricing available upon request - Pricing not available [See full pricing details](/product/119281-Sisense/#pricing-and-plans) --- ### [IBM SPSS Statistics](/bi/ibm-spss-statistics-profile/) - Overall rating: 4.5/5 - Reviews: 645 - Starting price: $99.00 - Best for: Enterprise businesses - Free trial: Available - Free demo: Not available #### Overview IBM SPSS Statistics is a cloud-based data analysis engine that helps individuals and enterprises by providing statistical foresight to improve efficiency across the business. [Read more](/bi/ibm-spss-statistics-profile/) ##### What users love - Robust data analysis capabilities - Versatile statistical analysis suite - Essential tool for researchers ##### To take in mind - Complexity hinders accessibility - Steep learning curve for beginners - Outdated and unintuitive interface #### Features ##### Best rated features - Bayesian Analysis: 5/5 - Storytelling: 5/5 - Data Connectors: 5/5 - Ad hoc Query: 5/5 ##### Worst rated features - Forecasting: 2/5 - SSL Security: 3/5 - What-if Analysis: 3/5 - Data Clustering: 3/5 [See all features](/bi/ibm-spss-statistics-profile/#key-features) #### Pricing ##### Basic - Price: $99.00 [See full pricing details](/bi/ibm-spss-statistics-profile/#pricing-and-plans) --- ### [Veryfi](/product/242603-Veryfi/) - Overall rating: 4.8/5 - Reviews: 191 - Starting price: $0.00/month - Best for: Small businesses - Free trial: Available - Free demo: Not available #### Overview # Veryfi: Transforming Documents into Data in Seconds Veryfi delivers an AI-powered platform that instantly converts documents into structured, actionable data. Through [Read more](/product/242603-Veryfi/) #### Features ##### Best rated features - Data Visualization: 5/5 - Phone Number Extraction: 5/5 - Time Tracking: 5/5 - Data Capture and Transfer: 5/5 ##### Worst rated features - Billing & Invoicing: 3.7/5 - Role-Based Permissions: 3.7/5 - Document Review: 4/5 [See all features](/product/242603-Veryfi/#key-features) #### Pricing ##### Free - Price: $0.00/month - This entry-level plan is designed for businesses looking to experience Veryfi's document processing ##### Starter Plan - Price: $500.00/month - Scaling Your Document Processing The Starter plan introduces usage-based pricing optimized for ##### Custom Plan - Price: $500.00/month - Veryfi's most comprehensive offering, designed for organizations requiring maximum flexibility and [See full pricing details](/product/242603-Veryfi/#pricing-and-plans) --- ### [Grepsr](/data-management-platforms/grepsr-profile/) - Overall rating: 4.8/5 - Reviews: 85 - Starting price: $100.00one time - Free trial: Not available - Free demo: Not available #### Overview ๐—š๐—ฟ๐—ฒ๐—ฝ๐˜€๐—ฟ ๐—ฒ๐—บ๐—ฝ๐—ผ๐˜„๐—ฒ๐—ฟ๐˜€ ๐—ฏ๐˜‚๐˜€๐—ถ๐—ป๐—ฒ๐˜€๐˜€๐—ฒ๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—ฟ๐—ฒ๐—น๐—ถ๐—ฎ๐—ฏ๐—น๐—ฒ, ๐—ฎ๐—ฐ๐—ฐ๐˜‚๐—ฟ๐—ฎ๐˜๐—ฒ, ๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ฐ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—ฏ๐—น๐—ฒ ๐˜„๐—ฒ๐—ฏ ๐—ฑ๐—ฎ๐˜๐—ฎ. First, we'll discuss the specifics of [Read more](/data-management-platforms/grepsr-profile/) #### Features ##### Best rated features - Image Extraction: 5/5 - Phone Number Extraction: 5/5 - Auto Extraction: 5/5 - User Management: 5/5 ##### Worst rated features - AI/Machine Learning: 3/5 - Trend Analysis: 3/5 - Reporting & Statistics: 3.5/5 - Monitoring: 4/5 [See all features](/data-management-platforms/grepsr-profile/#key-features) --- ### [KLibre](/inventory-management/klibre-profile/) - Overall rating: 5.0/5 - Reviews: 27 - Free trial: Not available - Free demo: Not available #### Overview KLibre is a retail inventory optimization tool powered by artificial intelligence. It processes a vast amount of data from numerous stores and customers to enhance product [Read more](/inventory-management/klibre-profile/) #### Features ##### Best rated features - Activity Dashboard: 5/5 - Data Discovery: 5/5 - Customer Database: 5/5 - Data Analysis Tools: 5/5 [See all features](/inventory-management/klibre-profile/#key-features) --- ### [WebAutomation](/data-extraction/webautomation-profile/) - Overall rating: 4.8/5 - Reviews: 24 - Starting price: $0.00 - Free trial: Available - Free demo: Not available #### Overview WebAutomation takes the time, cost and effort out of gathering data from the web. Our marketplace is home to hundreds of extractors that convert websites into spreadsheets or APIs [Read more](/data-extraction/webautomation-profile/) #### Features ##### Best rated features - Email Address Extraction: 5/5 - Image Extraction: 5/5 - API: 5/5 - Data Aggregation and Publishing: 5/5 [See all features](/data-extraction/webautomation-profile/#key-features) #### Pricing ##### Free - Price: $0.00 ##### Starter - Price: $39.00/month - Add-on (Concierge extractor builder) price starts from $49. ##### Project - Price: $99.00/month - Add-on (Concierge extractor builder) price starts from $49. [See full pricing details](/data-extraction/webautomation-profile/#pricing-and-plans) --- 1 [2](https://www.softwareadvice.com/bi/data-mining-comparison/?__ai_markdown=true&page=2)[3](https://www.softwareadvice.com/bi/data-mining-comparison/?__ai_markdown=true&page=3)[4](https://www.softwareadvice.com/bi/data-mining-comparison/?__ai_markdown=true&page=4)[5](https://www.softwareadvice.com/bi/data-mining-comparison/?__ai_markdown=true&page=5)[6](https://www.softwareadvice.com/bi/data-mining-comparison/?__ai_markdown=true&page=6)[7](https://www.softwareadvice.com/bi/data-mining-comparison/?__ai_markdown=true&page=7) ## Popular Comparisons [ Wolfram Mathematica vs MATLAB ](https://www.softwareadvice.com/bi/matlab-profile/vs/wolfram-mathematica/)[ XLSTAT vs IBM SPSS Statistics ](https://www.softwareadvice.com/bi/ibm-spss-statistics-profile/vs/xlstat/)[ Anaconda vs TensorFlow ](https://www.softwareadvice.com/machine-learning/anaconda-profile/vs/tensorflow/)[ Google Cloud vs Snowflake ](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/vs/snowflake/) ย A major challenge for businesses is how to turn large, convoluted data sets into information that users can leverage to improve operations. Meanwhile, as companies struggle to find the best approach, their data sets continue growing larger and more convoluted, while some of their competitors turn their own analyses into actionable insight and competitive advantage. Data mining software addresses this exact problem. Itโ€™s a core application in most business intelligence initiatives and itโ€™s often the only tool able to extract insight from mountains of data. And as computing and application costs continue to become more affordable, data mining is no longer an exclusively enterprise-class endeavor. Now, even companies in the SMB space are rolling out data mining initiatives and reaping their rewards. In this buyerโ€™s guide, we address the following points and answer the following questions: [What Is Data Mining Software?](#WhatIsDataMiningSoftware) [Common Features of Data Mining Software](#CommonFeaturesofDataMiningSoftware) [Benefits of Data Mining](#BenefitsofDataMining) [Key Considerations for Selecting Data Mining Software](#KeyConsiderationsforSelectingDataMiningSoftware) ## What Is Data Mining Software? Data mining software allows users to apply semi-automated and predictive analyses to parse raw data and find new ways to look at information. Itโ€™s typically applied to very large data sets, those with many variables or related functions, or any data set too large or complex for human analysis. Some examples of how data mining is used in different industries include: - Ecommerce companies use data mining to analyze visitor demographics and discover how to deliver a better customer experience. They might, for example, find that some products sell better during certain times of the day. Using this insight they could increase sales by reconfiguring which products are displayed based on time of day. - Insurance companies use data mining to find patterns in populations that can inform the processes of underwriting and policy management. Armed with these insights, they can offer more attractive policies tailored to specific customer segments. - Service providers use data mining to better cater to their clientsโ€™ needs and make suggestions for the most effective upsell opportunities. Cable and internet service providers regularly mine customer data to improve their service offerings. - Governmental agencies use data mining to better understand many large-scale social, political and economic changes. A local government might, for example, discover better ways to develop its road and traffic infrastructure by mining the data created from the monitoring of traffic patterns throughout the week. Itโ€™s also important to note what data mining software does not do. Namely, it doesnโ€™t collect the data in the first place. Most data mining solutions are designed to work with pre-existing data sets. Buyers are advised to pay close attention to the language and descriptions used in vendor marketing materials to ensure the tool they buy is the actual solution they need. ## Common Features of Data Mining Software Data mining platforms often include a variety of tools, sometimes borrowing from other, related fields such as machine learning, artificial intelligence and statistical modeling. The offerings do vary from vendor to vendor, but there are some features common across the board. These can include: | Feature | Description | | --- | --- | | Data pre-processing | Help convert existing data-sets into the proper formats necessary in order to begin the mining process. | | Cluster analysis | These tools can categorize (or cluster) groups of entries based on predetermined variables, or can suggest variables which will yield the most distinct clustering. | | Anomaly detection | A common data mining tool that finds outliers and anomalous entries in vast, complex and/or interrelated data-sets. | | Process automation | Data mining, by definition, requires automation. But different data mining platforms require different degrees of human input and oversight. | --- ## Benefits of Data Mining Data mining applications help users discover correlations and connections within large data sets. These often include numerous entries with multiple variables and can even contain mixed structured and unstructured data. Because of the size and complexity of these data sets, any valuable correlations within them would have gone unnoticed if not for the tireless algorithmic analysis performed with data mining software. While specific goals vary from company to company, we can say that companies generally implement data mining systems to: - Accelerate discovery with semi-automated analyses - Segment customers into groups based on homogeneous activities and demographicsย  - Generate models to predict future trends A classic example of how these systems can be used is with customer purchasing patterns at grocery stores. If shoppers tend to buy items such as toilet paper, diapers and alcohol before the weekend, retailers can place these items closer together to maximize revenue. Store owners can further capitalize on this opportunity by running specials on these items to encourage additional purchases. ## Key Considerations for Selecting Data Mining Software When evaluating data mining software, you should consider the following: **Best-of-breed or integrated suite?** Buyers should consider whether they want a stand-alone, best-of-breed data mining application or would prefer to go with the data mining module from their existing Enterprise Resource Planning (ERP) provider. If buyers choose to evaluate stand-alone systems, they should discuss integration capabilities with these pure-play vendors. **Do you need to invest in hardware?** Businesses without IT resources (or a budget to invest in new, faster servers) may choose to instead host their data in the cloud. However, in-memory processing advances have improved the speed and capability of these applications, lessening the IT investment previously necessary to effectively utilize data mining applications. **Do you have the talent to utilize these applications?** Like with any software application, data mining solutions require the right questions to discover useful answers within data. For example, if you are evaluating data mining tools from enterprise vendor SAS, do you have analysts versed in the sample, explore, modify, model, assess (SEMMA) framework used in SAS data mining applications? Businesses must have sophisticated users to make the most out of their investment in these systems. ### Related Data Mining Software - [Big Data Software](https://www.softwareadvice.com/bi/big-data-comparison/) - [Business Intelligence Software](https://www.softwareadvice.com/bi/) - [Data Extraction Software](https://www.softwareadvice.com/data-extraction/)