{'fraction_non_alphanumeric': 0.028831562974203338, 'fraction_numerical': 0.0, 'mean_word_length': 5.285714285714286, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
MultiNode-Explorer: A Visual Analytics Framework for Generating Web-based Multimodal Graph Visualizations

We propose MultiNode-Explorer, a visual analytics framework that is capable of transforming multidimensional datasets into an entity-relationship (E-R) model and visualizing the data as node-link diagrams. The framework accepts an E-R schema, a set of relational data tables, and an interface speciﬁcation ﬁle, and generates a multimodal and multivariate graph and a corresponding interactive applet for viewing the graph in a web browser. We show examples for a large research organization, a visual search engine for a Wiki, and for NSF funding data.