Interrogate content, interpret insights, and unearth truths with TDM Studio
In this age of information, identifying trends, patterns, and connections among millions of documents is becoming a necessary capability. The extraction of data from unstructured information is used for methodologies such as natural language processing, artificial intelligence (AI), machine learning, and sentiment analysis.
TDM Studio provides access to millions of rights-cleared publications to enable timely interrogation using text analysis and visualization tools. With exclusive access to news, dissertations, and primary sources in a consistent XML format, text and data mining can unearth ground-breaking insights for more researchers.
Pathways to New Discoveries
Wealth of Content
Access a wealth of content across disciplines, content types with a consistent data structure.
Powerful Visualizations
Utilize data visualizations including out-of-the-box interactive displays to connect and understand data in new ways.
Designed for Discovery
Explore and manage data through an easy-to-use interface or integrated Jupyter Notebook.
Customer Resources
TDM Studio details
Explore the paths TDM Studio offers researchers
TDM Studio LibGuides
Find training and informational resources
Latest TDM Studio News
See what's new
TDM Studio Marketing Toolkit
Log in to TDM Studio
Use premade graphics, social media posts, posters, news releases and learning content to inform students, researchers, and faculty of the tools available in your subscription
Text and Data Mine Efficiently
Access
Extract new value from the library’s ProQuest collections by accessing exclusive content like dissertations, news, and more via TDM Studio. All text and data mining rights are cleared for immediate access.
Target
Quickly curate content sets of millions of records. Refine and target to your research interest, eliminating the need to process unrelated documents.
Interrogate
Easily interrogate multiple content sources with a consistent XML structure. In TDM Studio researchers have the flexibility with Python and R to analyze and extract data in alignment with their workflow.
Case Studies
Using Machine Learning to Understand Media Bias
An economics Ph.D. researcher uses TDM Studio to develop a machine learning model to analyze media bias in newspaper text.
Read moreWhat Content Can Be Analyzed
ProQuest Content
• Subscription and perpetually licensed content on the ProQuest Platform
• Rights-cleared content across disciplines and formats
• Consistent data schema across all content types
• Content Types include:
• Current and historical newspapers
-
Upload additional datasets acquired from open access content or social media data
Analyze Sooner
• Save months of time and tens of thousands of dollars required to negotiate and acquire data mining licensing.
• Generate datasets containing tens of millions of records in hours instead of weeks.
• Prewritten Workbench scripts and pre-coded interactive Visualizations allow researchers to overcome skill gaps and get started immediately.
TDM Studio offers clear value for researchers, not only making text and data mining activities more efficient but also ensuring adherence to relevant licensing terms.
Kate Worlock, Vice President and Lead Analyst Outsell
Advance Your University's Research Mission
Hear from the University of Southern California on new ways to collaborate with research teams, helping researchers get more value from the library's existing content, facilitating cross-departmental collaboration, and supporting and influencing research outcomes through TDM.
Infographic
The most efficient path for text and data-mining
Analyze sought-after content, uncover connections and make career-defining discoveries. Download the InfographicGiven faculty interest in ProQuest’s rich historical content at our libraries, bringing the TDM Studio solution to Syracuse Libraries and our campus community is a natural next step…helping them discover not only new answers to existing questions, but potentially exciting ways to frame new inquiries.
Scott Warren, Associate Dean of Research Excellence Syracuse University
Case Studies
COVID-19 in the News: A Case Study Study
George Washington researcher Zhoudan Xie shows how TDM can quickly analyze a massive set of news articles to uncover critical and timely trends. Read more
Misreported Research in Psychology: A Case Study
Yuyang Zhong from UC Berkeley uses TDM to quantify concerns raised in the replication crisis. Read moreRelated Products
Global Newsstream
Global Newsstream provides today's global news content – with archives that stretch back into the 1980s – from over 2,800 news sources including newspapers, newswires, transcripts, video, and digital-first content in full-text format.
Read more
ProQuest Dissertations & Theses Global™
ProQuest Dissertations & Theses (PQDT) Global is a critical element of academic library research collections. An extensive and expanding collection, PQDT Global provides visibility of breakthrough research from the world’s premier universities.
Read more
ProQuest Historical Newspapers™
With ProQuest Historical Newspapers, trace the Revolutionary War rebel cause, Reconstruction after the Civil War, learn about a break-through medical discovery, the inauguration of a world leader, both world wars, the Civil Rights Movement, experiment with a tasty new recipe, laugh at a comic strip and experience the birth of freedom —all from one source.
Read more