{'fraction_non_alphanumeric': 0.01468189233278956, 'fraction_numerical': 0.0016313213703099511, 'mean_word_length': 5.14, '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': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Development of Creative Thinking Support Method through Text Mining for Inspiration

In this study, for multiple keywords, we collect text data on those keywords from cyberspace by crawling and scraping. Then, natural language processing is used to reduce the text data to word groups of nouns that are considered to be important, and the importance of each word is calculated from the transition probability between words, and a network is generated. In addition, we construct a system to support idea generation by drawing 3D directed graphs to check the strength of word associations from arbitrary viewpoints.