NEMAR Dataset Citation Analysis

Comprehensive analysis of citation patterns, research themes, and network relationships across 318 BIDS datasets on NEMAR with confidence-filtered citations.


318

Datasets Analyzed

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1062

High-Confidence Citations

*Confidence ≥0.4 • Click for details

80

Research Bridge Papers

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≥0.4

Confidence Threshold

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Citation Quality
Growth Timeline
Data Modalities (EEG/MEG/iEEG)

Distribution of electrophysiological data types

Network Analysis

Interactive network visualizations showing relationships between datasets and citations.

Dataset Map
Datasets positioned using semantic coordinates
Citation Map
Citations positioned using semantic coordinates

Research Theme Analysis

Word clouds showing key terms for each research theme cluster.

Theme 1 - Core EEG
Primary neuroscience datasets
Theme 1 - Core EEG Word Cloud
Theme 2 - Audio & Stimulation
Auditory processing studies
Theme 2 - Audio & Stimulation Word Cloud
Theme 3 - Task Performance
Cognitive and behavioral tasks
Theme 3 - Task Performance Word Cloud
Theme 4 - Advanced Methods
Methodological and analytical approaches
Theme 4 - Advanced Methods Word Cloud