NEMAR Dataset Citation Analysis

Comprehensive analysis of citation patterns, research themes, and network relationships across 336 BIDS datasets on NEMAR with confidence-filtered citations.

336

Datasets (with Citations)

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1154

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
675 citations in this cluster
Theme 1 - Core EEG Word Cloud
Theme 2 - General Research
307 citations in this cluster
Theme 2 - General Research Word Cloud
Theme 3 - Advanced Methods
75 citations in this cluster
Theme 3 - Advanced Methods Word Cloud
Theme 4 - Task Performance
77 citations in this cluster
Theme 4 - Task Performance Word Cloud