25 BEST Data Mining Tools in 2021

Details: Last Updated: 02 March 2021

Data mining is looking for hidden, valid, and all the possible useful patterns in large size data sets. Data Mining is a technique which helps you to discover unsuspected/undiscovered relationships amongst the data for business gains.

There, are many useful tools available for Data mining. Following is a curated list of Top 25 handpicked Data Mining software with popular features and latest download links. This comparison list contains open source as well as commercial tools.

1) SAS Data mining:

Statistical Analysis System is a product of SAS. It was developed for analytics and data management. It offers a graphical UI for not technical users.

Features:

SAS Data mining tools help you to analyze Big data
It is an ideal tool for Data mining, text mining & optimization.
SAS offers distributed memory processing architecture which is highly scalable

Download link: https://www.sas.com/en_us/insights/analytics/data-mining.html

2) Teradata:

Teradata is a massively parallel open processing system for developing large-scale data warehousing applications. Teradata can run on Unix/Linux/Windows server platform.

Features:

Teradata Optimizer can handle up to 64 joins in a query.
Tera data has a low total cost of ownership. It is easy to set up, maintain, and administrate.
It supports SQL to interact with the data stored in tables. It provides its extension.
It helps you to distribute the data to the disks automatically with no manual intervention.
Teradata provides load & unload utilities to move data into/from Teradata System.

Download link: https://www.teradata.in/Products/Cloud/IntelliCloud

3) R-Programming

R is a language for statistical computing and graphics. It also used for big data analysis. It provides a wide variety of statistical tests.

Features:

Effective data handling and storage facility,
It provides a suite of operators for calculations on arrays, in particular, matrices,
It provides a coherent, integrated collection of big data tools for data analysis
It provides graphical facilities for data analysis which display either on-screen or on hardcopy.

Download link; https://www.r-project.org/

4) BOARD

Board is a Management Intelligence Toolkit. It combines features of business intelligence and corporate performance management. It is designed to deliver business intelligence and business analytics in a single package.

Features:

Allows you to Analyze, simulate, plan and predict using a single platform
To build customized analytical and planning applications.
Board All-In-One combines BI, Corporate Performance Management, and Business Analytics.
It empowers businesses to develop and maintain sophisticated analytical and planning applications.
The proprietary platform helps to report by accessing multiple data sources.

Download link: https://www.board.com/en

5) Dundas

Dundas is an enterprise-ready Data mining tool which can be used for building and viewing interactive dashboards, reports, etc. You can deploy Dundas BI as the central data portal for the organization.

Features:

Server application with full product functionality
Integrate and access all kind of data sources
Customizable data visualizations
Smart drag and drop tools
Visualize data through maps
Predictive and advanced data analytics

Download link: http://www.dundas.com/support/dundas-bi-free-trial

6) Inetsoft

Inetsoft's Data mining tool style Intelligence is useful data mining and intelligence platform. It allows the quick and flexible transformation of data from various sources.

Features:

It helps you to access structured and semi-structured sources, on-premise applications
Allows you to optimize apps for data consumption and updating
Offer customized and secure levels of data exploration and reporting.
Scale up for large data sets of users using Inbuilt Spark platform
Generate paginated reports with embedded business logic and parameterization

Download link: https://www.inetsoft.com/products/StyleIntelligence/

7) H3O

H3O is another excellent open source software Data mining tool. It is used to perform data analysis on the data held in cloud computing application systems.

Features:

H3O allows you to take advantage of the computing power of distributed systems and in-memory computing
It allows fast and easy deployment into production with Java and binary format.
It helps you to use the programming languages like R,
Python and others to build a model in H3O
Distributed, In-memory Processing

Download link: https://www.h3o.ai/

8) Qlik

Qlik is Data mining and visualization tool. It also offers dashboards and Supports multiple data sources and file types.

Features:

Drag-and-drop interfaces to create flexible, interactive data visualizations
Instantly respond to interactions and changes.
Supports multiple data sources and file types
It allows easy security for data and content across all devices.
It allows you to share relevant analyses, including apps and stories, using a centralized hub.

Download link: https://www.qlik.com/us/products/qlik-sense

9) RapidMiner:

RapidMiner is a free to use Data mining tool. It is used for data prep, machine learning, and model deployment. It offers a range of products to build new data mining processes and predictive setup analysis.

Features:

Allow multiple data management methods
GUI or batch processing
Integrates with in-house databases
Interactive, shareable dashboards
Big Data predictive analytics
Remote analysis processing
Data filtering, joining, merging, and aggregating
Build, train and validate predictive models
Reports and triggered notifications

Download link: https://my.rapidminer.com/nexus/account/index.html#downloads

10) Oracle BI

Oracle BI is an open source machine learning and data visualization for novice and expert. Interactive data analysis workflows with a large toolbox.

Features:

Interactive Data Visualization.
It Offers Interactive data exploration for rapid qualitative analysis with clean visualizations.
Orange supports hands-on training and visual illustrations of concepts from data science.
It offers an extensive range of add-ons to data mining from external data sources.

Download link: https://orange.biolab.si/

11) KNIME

KNIME is open source software for creating data science applications and services. This Data mining tool helps you to understand data and to design data science workflows.

Features:

Helps you to build an end to end data science workflows
Blend data from any source
Allows you to aggregate, sort, filter, and join data either on your local machine, in-database or in distributed big data environments.
Build machine learning models for classification, regression, dimension reduction

Download link: https://www.knime.com/software-overview

12) Tanagra

Tangra is a free to use data mining tool for study and research purposes. It offers various data mining methods from statistical learning, data analysis, and machine learning.

Features:

Offers easy to use data mining software for researcher and students
It allows the user to add their data mining methods.

Download link: https://eric.univ-lyon2.fr/~ricco/tanagra/en/tanagra.html

13) Solver:

Solver's XLminer is easy to use professional level Data mining tool for data visualization, forecasting, and Data mining in Excel. It offers comprehensive set of data preparation features to import and clean your data.

Features:

XLMiner offers a comprehensive set of analysis features based both on statistical and machine learning methods.
The tool allows you to work with large data sets which may exceed the limits in Excel.
It offers built-in features for data exploration and visualization.
Exploring data offers quick insights into hidden relationships in the data.

Download link: https://www.solver.com/xlminer-data-mining

14) Sisense

Sisense is another effective Data mining tool. It instantly analyzes and visualizes both big and disparate datasets. It is an ideal tool for creating dashboards with a wide variety of visualizations.

Features:

Allows to build interactive dashboards with no tech skills
Create a single version of the truth with seamless data
Unify unrelated data into one centralized place
East drag-and-drop user interface
Allows to access dashboards even in the mobile device
Eye-grabbing visualization
Identifies critical metrics using filtering and calculations
Handles large scale data at a single commodity server

Download link: https://www.sisense.com/

15) Data Melt

DataMelt is a free to use tool for numeric computation, mathematics, data analysis, and data visualization. This program offers you the simplicity of scripting languages, like Python, Ruby, Groovy with the power of hundreds of Java packages.

Features:

DataMelt offers statistics, analysis of large data volumes, and scientific visualization.
You can use it with different programming languages on different operating systems.
It allows you to create high-quality vector-graphics images (EPS, SVG, PDF, etc.), which can be included in LaTeX and another text processor.
Data Melt offers the usage of scripting languages, which are significantly faster than the standard Python implemented in C.

Download link: https://jwork.org/dmelt/

16) ELKI:

ELKI is an open source data mining tool written in Java. The tool allows us researching algorithms, with an emphasis on unsupervised methods in cluster analysis and outlier detection.

Features:

ELKI offers an extensive collection of highly parameterizable algorithms
It allows easy and fair evaluation and benchmarking of algorithms.
ELKI provides data index structures such as the R*-tree which enhance the process of Data mining

Download link: https://elki-project.github.io/

17) SPMF

SPMF is an open-source data mining library written in Java. It is distributed under the GPL license. It allows you to integrate source code with other Java Software.

Features:

Allows association rule mining
Supports sequential pattern and sequential rule mining
Offers High-utility pattern mining,
Time-series mining.
Support complex process of Clustering and classification

Download link: http://www.philippe-fournier-viger.com/spmf/

18) Alteryx

Alteryx is a Business intelligence and analytics solutions for the enterprise. It is a specially designed tool for data analyst and business leaders.

Features:

Analytics for Midsize Businesses
It allows for Ad Hoc Analysis.
Offers fast online Analytical Processing
Automatic Scheduled Reporting
Highly customizable Dashboard

Download link: https://www.alteryx.com/

19) Enterprise Miner

Enterprise Miner is a SAS software which offers you and cutting-edge algorithms designed to help you solve the most significant challenges and offers the best solutions for your business.

Features:

Helps you to improve prediction accuracy. Share reliable results
Easy-to-use GUI and batch processing
Advanced predictive and descriptive modeling
Offers Automated scoring
Automate model deployment and scoring

Download link: https://www.sas.com/en_us/software/enterprise-miner.html

20) Datawatch

Datawatch Desktop is a Data mining and business intelligence solution. It allows you to focus on real-time data visualization. It offers tools to build and deploy their monitoring and analysis systems without the need to write a single line of code.

Features:

Drag-and-drop feature allows users to build a customized view of data
Identify trading anomalies
Analyze how alternative scenarios will affect performance using historical data

Download link: https://www.datawatch.com/in-action/panopticon-streaming-analytics-platform/

21) Advanced miner

An advanced miner is a useful tool for data processing, analysis, and modeling. Its user-friendly workflow interface allows you to explore various types of data.

Features:

Extracting and saving data from/to different database systems, files, and data transformations
Offers various operations on data, like sampling, joining datasets, etc.
Helps you to build statistical models, variable importance analysis, clustering analysis, etc.
Easy and effective Models' integration with external IT applications

Download link: https://algolytics.com/products/advancedminer/

22) Analytic Solver

Analytic Solver is free to use the point-and-click tool. It allows you to do risk analysis and prescriptive analytics in your browser. It offers full-power Data mining jobs.

Features:

Helps you to incorporate uncertainty and solve with simulation optimization, stochastic programming, and robust optimization.
Allows you to define the Monte Carlo simulation model using Excel formulas

Download link: https://analyticsolver.com/

23) PolyAnalyst

PolyAnalyst is the Data mining and analytical tool for extracting actionable knowledge hidden and actual structured of the data.

Features:

Helps you to access data from various sources and merge data from different sources
You can select from a broad selection of statistical and machine-learning algorithms.
Offers you to create stuffing report which can be summarized and communicate your insight

Download link: https://www.megaputer.com/polyanalyst/

24) Civis

Civis empowering you to make informed decisions with data scientist and decision market in mind. It allows your team to collaborate efficiently and find solutions faster.

Features:

Offers architecture, products, and processes which helps you to protect your data
You can configure with a library of data ingestion and ETL modules.
Write code in a script, offers multiple scripts or jobs into a workflow, and define a workflow to run on a schedule.
Allows you to turn your analysis and models into applications that run on a flexible, production-level infrastructure

Download link: https://www.civisanalytics.com/civis-platform/

25) Viscovery:

Viscovery is a workflow-oriented software suite. It is based on self-organizing maps and multivariate statistics for explorative data mining and predictive modeling. The system excels in intuitive user-guidance, mature implementation.

Features: