{'fraction_non_alphanumeric': 0.016129032258064516, 'fraction_numerical': 0.0, 'mean_word_length': 5.626666666666667, '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}}
Modelling of the Russian Federation Gas Industry Innovative Development under Conditions Risks Strengthening

The article is devoted to improving the modelling of innovative development of the gas industry of the Russian Federation in the face of increased risks - technological, sanctioning, market, regulatory. There is a high degree of uncertainty in export expectations in the form of uncertainties in export price levels and export volumes, transit volumes, and technology development risks.