{'fraction_non_alphanumeric': 0.012195121951219513, 'fraction_numerical': 0.0, 'mean_word_length': 5.227678571428571, '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}}
Correlation Analysis of Gun Violence in the United States from Economic Perspective

Due to the increasing number of serious gun violence in the United States and the growing frequency of gun violence incidents, it is necessary to put ahead significant options and opinions for this problem to interpret applicable data to locate positive rules. In this paper, a study was conducted to discover the relationship between gun violence incidents from economy-related factors. This paper introduces population as an intermediate variable to show their connection. For this purpose, ten data units were set up, and all the unique data units were transformed into MS Excel form for classification and sorting to standardize and unify the data by way of states’ names or years. After that, this study carried out a correlation analysis for ten data features to measure the strength of the relationship between variables and calculate the strength of the relationship. After subcategories of gun violence have been recognized and their correlation has been separately demonstrated, the data can be sorted into a single spreadsheet to test whether the individual feature have a relationship throughout time or state. The analysis outcomes indicate a correlation between economic factors and gun violence, and the extra unstable the regional economic situation, the greater the incidence of gun violence.