The large spreadsheets often contain 'numerous homogeneous rows or columns' which 'contribute minimally to understanding the layout and structure,' making analysis difficult for both LLMs and humans.
SheetCompressor framework is designed to compress data by analyzing the spreadsheet structure, converting to a more efficient data representation, and aggregating data, reducing token count significantly.
#spreadsheet-analysis #data-management #large-language-models #sheetcompressor-framework #data-compression
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