Data Mining Resources 2022

Data mining and knowledge discovery is a quickly evolving field that is part of the portfolio of CI, BI and KM professionals, law librarians, research analysts, infopros, data scientists, data journalists and students in college and graduate programs. This expansive bibliography comprises a wealth of information, resources, tools, techniques and applications, as well as links to many open datasets. The subject matter includes data mining, data scrapping, data aggregation, big data and big analytics. The resources include: ebooks and glossaries, research papers, video tutorials and online training, APIs, open source web data extraction tools, datasets, bibliographies, case studies, scientific and academic papers and substantive articles, as well as training and certifications on data mining, and open source code.

10 Powerful Data Mining Tools for 2022

25 Best Data Mining Tools in 2022

50 Data Mining Resources – Tutorials, Techniques and More

80legs – Easy Web Scraping Tools and Cloud-Based Web Crawling

Advanced Analytics – Unstructured Data Mining

An Evaluation of Data Mining Methods and Tools

ACM SIGKDD: Current Explorations Issue – The mission of KDD is to promote the rapid maturation of the field of knowledge discovery in data and data-mining

Apache Pig – Platform for Analyzing Large Datasets

Applications of Modern Heuristics and Data Mining Techniques – Thesis

ARTstor – Digital Image Library for Education and Scholarship

Astera Software – Mine insights from unstructured documents, such as PDFs, DOCs, RTFs, XLSXs and others with Astera ReportMiner

Best Data Mining Software and Tools 2022

Best Data Mining Tools – Reviews, Pricing and Demos

BI-DW – Business Intelligence and Data Warehousing Directory

Bot Research 2022

Business Intelligence Resources 2022

CCSU – Data Mining

Center for Automated Learning and Discovery – Machine Learning Department

Cogitum Co-Citer

COGNOiSe Analytics – The largest independent IBM Cognos collaboration community,184.0.html

Contentmine – Text and Data Mining Open Source Tools

Copyright Clearance Center

Current Awareness Tools 2022

DataMelt – Computation and Visualization Environment

Data Engineering Bulletin

Data Fountains: Open Source Internet Resource Discovery and Metadata/Full-Text Generation Service

Data Mining 101 Tools and Techniques

Data Mining Amazon Web Services (AWS) Big Data – Data Lakes and Analytics

Data Mining and Knowledge Discovery Journal

Data Mining and Predictive Analytics

Data Mining Case Study – Mining complex financial information

Data Mining Concepts

Data Mining Definition – Investopedia

Data Mining ebook: Theories Algorithms and Examples

Data Mining for the Masses

Data Mining – Federal Efforts Cover a Wide Range of Uses Report

Data Mining Glossary

Data Mining Group (DMG)

Data Mining in Banking and its Applications

Data Mining, Predictive Modeling, Business Analytics: Training, Consulting & Solutions

Data Mining Primer from Oracle

Data Mining Publications from Google

Data Mining Resources 2022

Data Mining Resources

Data Mining Resources

Data Mining Table Analysis Tool

Data Mining Techiques in CRM

Data Mining: Technology and Policy The DHS Privacy Office

Data Mining: Text Mining, Visualization and Social Media

Data Mining: The Complete Guide for 2022

Data Mining Tools

Data Mining Tutorial

Data Mining, Web Scraping, Web Mining, Data Extraction and Screen Scraping Technology Links

Data Mining, Web Mining, and Business Intelligence Solutions from Salford Systems – Salford Predictive Modeler®

Data Mining White Paper – Free Best Practices Guide

Data Mining White Paper from Intel – Turning Big Data Into Big Insights

Data Mining – Wikipedia

Dataminr – Real-Time AI for Event and Risk Detection

Datanami – Big Data, Big Analytics, and Big Insights


Datasets for Data Mining, Data Science and Machine Learning

Data Shaping Data Mining Resources

Data Sources

Data Visualizations Derived From Data Mining Big Data

Data Warehousing and Data Mining

DbVisualizer – The Universal Database Tool

DeepDive – Analyze Data On a Deeper Level Than Ever Before

Deep Web Research and Discovery Resources 2022

Digital Operating Systems Tools and Resources 2022

Data Warehouse, Data Mart, Data Mining and Decision Support Resources

DiscoverText – Capture Text Data and Crunch Your Data

Distributed Data Mining in Credit Card Fraud Detection

Easy Data Mining Software

Easy PDF Cloud

eBiquity Research Group Blogger

Early Canadiana Online

Elastic Web Mining Talk

EU Open Data Portal

Everything You Wanted to Know About Data Mining but Were Afraid to Ask by Alexander Furnas

GeneMiner –

Google BigQuery – Query Cloud Based Datasets

Google Open Refine 2.0 – Open Source Power Tool for Data Wranglers and Working With Messy Data

Great War Primary Documents Archive


History of Data Mining by Raymond Li

Imagination Engines

Indiegogo Datasets

Information Retrieval (IR) and Information Extraction (IE) on the Web Using Hypertext Meta-Data and Structure

International Journal of Business Intelligence and Data Mining (IJBIDM)

International Journal of Data Mining and Bioinformatics (IJDMB)

International Journal of Data Warehousing and Mining (IJDWM)

Internet Archive

Inter-university Consortium for Political and Social Research (ICPSR)

Jaspersoft® ETL – The Open Source Data Integration Platform

Junar – The Open Data Platform

Kaggle – Go from Big Data to Big Analytics















KDnuggets is a leading site on Data Science, Machine Learning, AI and Analytics

KEEL (Knowledge Extraction Based on Evolutionary Learning)

Kickstarter Datasets

KNIME – End to End Data Science

Knowledge Discovery Resources 2022

Knowledge Discovery Resources 2022 Annotated White Paper Link Compilation by Marcus P. Zillman, M.S., A.M.H.A.

Knowledge Enterprise Semantic Intelligence Suite

KnowleSys – Web Intelligence Monitoring

LingPipe – Information Extraction and Data Mining Tools

LoginWorks – Advanced Solutions – Data Mining and Web Scraping

Machine Learning from Scratch

Mallet – MAchine Learning for LanguagE Toolkit

Marriott Library at the University of Utah Digital Collections

Marti Hearst Home Page

Megaputer – Data Mining and Text Mining Software

Microsoft® Data Mining Project – Efficient Data Exploration and Modeling

Minerazzi – Your Search-and-Mine Ecosystem

Mining Road Traffic Accident Data

MIT OpenCourseWare study and certification Data Mining Discipline

MOA (Massive Online Analysis)

MoData – Big Data Resources

MonetDB Query Processing at Light Speed

Mozenda – Data Extraction and Comprehensive Web Data Gathering

National Archives, London

National Centre for Text Mining (NaCTeM)

National Science Digital Library (NSDL)

National Technical Information Service (NTIS)

Neural Networks in Data Mining

Nesstar – Publish Data on the Web

NetOwl – Entity Extraction and Entity Analytics for Big Data

New York Public Library

Nuix – eDiscovery and Electronic Investigation Software

Observatory on Social Media (OSoMe)

OntoMiner: Bootstrapping and Populating Ontologies From Domain Specific Web Sites

Open Data Handbook – Guides, Case Studies and Resources for Government and Civil Society On the What, Why and How of Open Data

Open Data Inception

Open Data Institute

Open Data Inventory (ODIN)

Open Data Network

Open Datasets

Open Educational Resources (OER) Sources 2022

OpenMinted – Open Service Oriented e-Infrastructure for Scientific and Scholarly Text and Data Mining

Open/Public Data Sources

Open Source Data Mining Tools

Oracle Data Mining

Orange – Open Source Data Visualization and Analysis for Novice and Experts

Overview – Open Source Document Mining

PC AI Magazine Artificial Intelligence

PEPITe S.A. – Unlock Your Knowledge

Prediction Markets 2022

Predictive Model Markup Language (PMML)- Project Info

Predictive Model Markup Language (PMML)

Probabilistic Data Models for Web Analytics and Data Mining

Proxycrawl – Stay Anonymous While Crawling the Web

QDA Miner Lite (Freeware)

QL2 Software – Unstructured Data Management and Web Mining Software

QueryTree – Explore Data Without Code

Raghu Ramakrishnan Home Page

RapidMiner – Open Source Data Mining Tool

Rattle – Data Mining Toolkit in R – 2,000 Data Repositories

Recommended Books on Data Mining

Rexer Analytics – Analytic and CRM Consulting

Ron Kohavi Home Page

SAS – Data and Text Mining

SAS What is Data Mining

Scientific Data Repository – Real Time Visualization and Exploration Techniques

Screen-Scraper – Data Extraction Software and Services

Searching the Internet 2022

Semantic Scholar – Free Scientific Literature Search and Discovery

SIGKDD – ACM Special Interest Group – Knowledge Discovery in Data and Data Mining

Slideshare Presentations About Data Mining – a List

Slideshare Presentation about Data Mining

Smithsonian/NASA Astrophysics Data System (ADS)

Social Buzz Bot 2022 – Business Intelligence Data Mining for Information Discovery from Social Communities [PDF file download]

Software Suites for Data Mining, Analytics, and Knowledge Discovery

Special Interest Group – Knowledge Discovery in Data and Data Mining – SIGKDD Explorations Newsletter

SPMF – Open Source Data Mining Library

Stanford Data Mining Course cs345a course handouts

Statistical Analysis and Data Mining

Statistics Resources and Big Data 2022

Statoo Statistical Consulting + Data Analysis + Data Mining

Streaming Data Mining

Talend Open Data Solutions

Tanagra Project – Free Data Mining Software for Academic and Research Purposes

Text Mining

Text Mining for Scholarly Communications and Repositories

The Archaeology Data Service (ADS)

The Centre for Contemporary Canadian Art – Canadian Art Database Project

The Data Mine

The Hackathon Guide for Aspiring Data Scientists

The History Data Service (HDS)

The National Centre for Text Mining: Aims and Objectives by Sophia Ananiadou, Julia Chruszcz, John Keane, John McNaught and Paul Watry

The New York Times Article Search API

The Open Access Digital Library

The Ultimate Artificial Intelligence Resources Guide by Kyle Poyar

Togaware – Data Mining Resources

T-Rex (Trainable Relation Extraction)

Try Data Mining Queries Interactively Online using sample dataset

UC Irvine Machine Learning Repository

Udemy Course About Data Mining

University of Florida Digital Collections (UFDC)

University of North Texas Digital Collections

Using the Internet As a Dynamic Resource Tool for Knowledge Discovery 2021

VentureSource – Global Database on Companies Backed by Venture Capital and Private Equity

Wallmine – Wall Street Data Mining

Web Data Extractors 2022

Web-Harvest – Open Source Web Data Extraction Tool written in Java

Web Harvesting by Russell Kay – Turn Unstructured Web Content Into Machine-Readable Data Feeds That You Can Consume On Demand

Weka 3 – Data Mining with Open Source Machine Learning Software in Java

What is Data Mining? – IBM

White Papers 2022 by Marcus P. Zillman, M.S., A.M.H.A.

WizSoft – Data and Text Mining

World Bank Datasets For Data Mining

YouTube Analytics and Data Mining

Zentut – What is Data Mining Tutorial

Posted in: Big Data, Information Architecture, Information Mapping, KM, Legal Research, Legal Technology, Open Source, Technology Trends