Image based financial statements ratio analysis like quick ratio, debt to equity ratio?

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I have image balance sheets and using aws ocr we extract text then format and segment them to find ratios like quick ratio, current ratio, debt to equity ratio for analysis using fuzzy string matching. However, sometimes the values for calculation of these ratio are present but with different keywords, values are there but the total is not present.

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