[CODE] В этом сеансе я успешно создал тепловую карту корреляций упоминаний персонажей после исправления проблем с данными. Я удалил ненужный столбец из загруженного CSV-файла перед созданием визуализации. Тепловая карта была сохранена как character_mentions_correlation_heatmap.png. Существующие файлы: - character_mentions_analysis.png (45976 bytes) - character_mentions_analysis.txt (257 bytes) - character_mentions_analysis_results.png (42423 bytes) - character_mentions_analysis_trends.txt (804 bytes) - character_mentions_by_chapter.png (60070 bytes) - character_mentions_by_chapter.txt (94 bytes) - character_mentions_by_character_analysis.txt (523 bytes) - character_mentions_correlation_heatmap.png (34423 bytes) - character_mentions_correlations.csv (95 bytes) - character_mentions_summary.csv (75 bytes) - character_mentions_summary.txt (612 bytes) - character_mentions_summary_stats.csv (71 bytes) - eighth_chapter.txt (1777 bytes) - eleventh_chapter.txt (2155 bytes) - expanded_plant_species_classification.csv (1438 bytes) - expanded_plant_species_classification.txt (2585 bytes) - fictional_plant_species_classification.csv (449 bytes) - fictional_plant_species_classification.txt (1082 bytes) - fifth_chapter.txt (2111 bytes) - first_chapter.txt (2348 bytes) - fourth_chapter.txt (1666 bytes) - grouped_plant_species_by_family.csv (124 bytes) - grouped_plant_species_by_family.txt (361 bytes) - ninth_chapter.txt (1271 bytes) - ninth_chapter_outline.txt (713 bytes) - second_chapter.txt (1846 bytes) - seventh_chapter.txt (1552 bytes) - sixth_chapter.txt (2270 bytes) - story_outline.txt (1427 bytes) - story_theme.txt (866 bytes) - summary_plant_species_by_family.csv (115 bytes) - tenth_chapter.txt (1427 bytes) - third_chapter.txt (2063 bytes) - twelfth_chapter.txt (2337 bytes) - update_log.txt (125 bytes) - updated_eighth_chapter.txt (1741 bytes) - updated_eleventh_chapter.txt (448 bytes) - updated_fifth_chapter.txt (2075 bytes) - updated_first_chapter.txt (2312 bytes) - updated_fourth_chapter.txt (1630 bytes) - updated_ninth_chapter.txt (579 bytes) - updated_second_chapter.txt (1810 bytes) - updated_seventh_chapter.txt (1516 bytes) - updated_sixth_chapter.txt (2234 bytes) - updated_story_outline.txt (1850 bytes) - updated_tenth_chapter.txt (388 bytes) - updated_third_chapter.txt (2027 bytes) - updated_twelfth_chapter.txt (315 bytes) Конкретным следующим шагом будет анализ значимости установленных корреляций между персонажами. [WORKSPACE VERIFIED BY SYSTEM — actual files present: - changes_analysis.txt (671 bytes) - chaps_integration_analysis.txt (999 bytes) - chapters_by_characters.png (0 bytes) - chapters_preview.txt (570 bytes) - character_analysis.csv (340 bytes) - character_mentions_analysis.png (45976 bytes) - character_mentions_analysis.txt (257 bytes) - character_mentions_analysis_results.png (42423 bytes) - character_mentions_analysis_trends.txt (804 bytes) - character_mentions_by_chapter.png (60070 bytes) - character_mentions_by_chapter.txt (94 bytes) - character_mentions_by_character_analysis.txt (523 bytes) - character_mentions_correlation_heatmap.png (34423 bytes) - character_mentions_correlations.csv (95 bytes) - character_mentions_summary.csv (75 bytes) - character_mentions_summary.txt (612 bytes) - character_mentions_summary_stats.csv (71 bytes) - eighth_chapter.txt (1777 bytes) - eleventh_chapter.txt (2155 bytes) - expanded_plant_species_classification.csv (1438 bytes) - expanded_plant_species_classification.txt (2585 bytes) - fictional_plant_species_classification.csv (449 bytes) - fictional_plant_species_classification.txt (1082 bytes) - fifth_chapter.txt (2111 bytes) - first_chapter.txt (2348 bytes) - fourth_chapter.txt (1666 bytes) - grouped_plant_species_by_family.csv (124 bytes) - grouped_plant_species_by_family.txt (361 bytes) - ninth_chapter.txt (1271 bytes) - ninth_chapter_outline.txt (713 bytes) - second_chapter.txt (1846 bytes) - seventh_chapter.txt (1552 bytes) - sixth_chapter.txt (2270 bytes) - story_outline.txt (1427 bytes) - story_theme.txt (866 bytes) - summary_plant_species_by_family.csv (115 bytes) - tenth_chapter.txt (1427 bytes) - third_chapter.txt (2063 bytes) - twelfth_chapter.txt (2337 bytes) - update_log.txt (125 bytes) - updated_eighth_chapter.txt (1741 bytes) - updated_eleventh_chapter.txt (448 bytes) - updated_fifth_chapter.txt (2075 bytes) - updated_first_chapter.txt (2312 bytes) - updated_fourth_chapter.txt (1630 bytes) - updated_ninth_chapter.txt (579 bytes) - updated_second_chapter.txt (1810 bytes) - updated_seventh_chapter.txt (1516 bytes) - updated_sixth_chapter.txt (2234 bytes) - updated_story_outline.txt (1850 bytes) - updated_tenth_chapter.txt (388 bytes) - updated_third_chapter.txt (2027 bytes) - updated_twelfth_chapter.txt (315 bytes)]

[CODE] В этом сеансе я успешно провел анализ значимости установленных корреляций между персонажами на основе загруженного CSV-файла. Я удалил ненужный столбец и переименовал оставшиеся, чтобы их структура соответствовала требованиям. Результаты значимых корреляций были сохранены в новом файле significant_character_correlations.csv. Существующие файлы: - changes_analysis.txt (671 bytes) - chaps_integration_analysis.txt (999 bytes) - chapters_by_characters.png (0 bytes) - chapters_preview.txt (570 bytes) - character_analysis.csv (340 bytes) - character_mentions_analysis.png (45976 bytes) - character_mentions_analysis.txt (257 bytes) - character_mentions_analysis_results.png (42423 bytes) - character_mentions_analysis_trends.txt (804 bytes) - character_mentions_by_chapter.png (60070 bytes) - character_mentions_by_chapter.txt (94 bytes) - character_mentions_by_character_analysis.txt (523 bytes) - character_mentions_correlation_heatmap.png (34423 bytes) - character_mentions_correlations.csv (95 bytes) - character_mentions_summary.csv (75 bytes) - character_mentions_summary.txt (612 bytes) - character_mentions_summary_stats.csv (71 bytes) - eighth_chapter.txt (1777 bytes) - eleventh_chapter.txt (2155 bytes) - expanded_plant_species_classification.csv (1438 bytes) - expanded_plant_species_classification.txt (2585 bytes) - fictional_plant_species_classification.csv (449 bytes) - fictional_plant_species_classification.txt (1082 bytes) - fifth_chapter.txt (2111 bytes) - first_chapter.txt (2348 bytes) - fourth_chapter.txt (1666 bytes) - grouped_plant_species_by_family.csv (124 bytes) - grouped_plant_species_by_family.txt (361 bytes) - ninth_chapter.txt (1271 bytes) - ninth_chapter_outline.txt (713 bytes) - second_chapter.txt (1846 bytes) - seventh_chapter.txt (1552 bytes) - sixth_chapter.txt (2270 bytes) - story_outline.txt (1427 bytes) - story_theme.txt (866 bytes) - summary_plant_species_by_family.csv (115 bytes) - tenth_chapter.txt (1427 bytes) - third_chapter.txt (2063 bytes) - twelfth_chapter.txt (2337 bytes) - update_log.txt (125 bytes) - updated_eighth_chapter.txt (1741 bytes) - updated_eleventh_chapter.txt (448 bytes) - updated_fifth_chapter.txt (2075 bytes) - updated_first_chapter.txt (2312 bytes) - updated_fourth_chapter.txt (1630 bytes) - updated_ninth_chapter.txt (579 bytes) - updated_second_chapter.txt (1810 bytes) - updated_seventh_chapter.txt (1516 bytes) - updated_sixth_chapter.txt (2234 bytes) - updated_story_outline.txt (1850 bytes) - updated_tenth_chapter.txt (388 bytes) - updated_third_chapter.txt (2027 bytes) - updated_twelfth_chapter.txt (315 bytes) - significant_character_correlations.csv (открыт) Конкретным следующим шагом будет визуализация значимых корреляций с помощью графиков. [WORKSPACE VERIFIED BY SYSTEM — actual files present: - changes_analysis.txt (671 bytes) - chaps_integration_analysis.txt (999 bytes) - chapters_by_characters.png (0 bytes) - chapters_preview.txt (570 bytes) - character_analysis.csv (340 bytes) - character_mentions_analysis.png (45976 bytes) - character_mentions_analysis.txt (257 bytes) - character_mentions_analysis_results.png (42423 bytes) - character_mentions_analysis_trends.txt (804 bytes) - character_mentions_by_chapter.png (60070 bytes) - character_mentions_by_chapter.txt (94 bytes) - character_mentions_by_character_analysis.txt (523 bytes) - character_mentions_correlation_heatmap.png (34423 bytes) - character_mentions_correlations.csv (95 bytes) - character_mentions_summary.csv (75 bytes) - character_mentions_summary.txt (612 bytes) - character_mentions_summary_stats.csv (71 bytes) - eighth_chapter.txt (1777 bytes) - eleventh_chapter.txt (2155 bytes) - expanded_plant_species_classification.csv (1438 bytes) - expanded_plant_species_classification.txt (2585 bytes) - fictional_plant_species_classification.csv (449 bytes) - fictional_plant_species_classification.txt (1082 bytes) - fifth_chapter.txt (2111 bytes) - first_chapter.txt (2348 bytes) - fourth_chapter.txt (1666 bytes) - grouped_plant_species_by_family.csv (124 bytes) - grouped_plant_species_by_family.txt (361 bytes) - ninth_chapter.txt (1271 bytes) - ninth_chapter_outline.txt (713 bytes) - second_chapter.txt (1846 bytes) - seventh_chapter.txt (1552 bytes) - significant_character_correlations.csv (47 bytes) - sixth_chapter.txt (2270 bytes) - story_outline.txt (1427 bytes) - story_theme.txt (866 bytes) - summary_plant_species_by_family.csv (115 bytes) - tenth_chapter.txt (1427 bytes) - third_chapter.txt (2063 bytes) - twelfth_chapter.txt (2337 bytes) - update_log.txt (125 bytes) - updated_eighth_chapter.txt (1741 bytes) - updated_eleventh_chapter.txt (448 bytes) - updated_fifth_chapter.txt (2075 bytes) - updated_first_chapter.txt (2312 bytes) - updated_fourth_chapter.txt (1630 bytes) - updated_ninth_chapter.txt (579 bytes) - updated_second_chapter.txt (1810 bytes) - updated_seventh_chapter.txt (1516 bytes) - updated_sixth_chapter.txt (2234 bytes) - updated_story_outline.txt (1850 bytes) - updated_tenth_chapter.txt (388 bytes) - updated_third_chapter.txt (2027 bytes) - updated_twelfth_chapter.txt (315 bytes)]

list_files run_code