tobideusser/kpi-edgar
Repository for the paper "KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents"
This project helps financial analysts and data scientists extract key performance indicator (KPI) relationships from SEC EDGAR filings. It provides tools to download raw EDGAR data, process it, and identify which KPIs relate to specific financial entities. The output is structured data showing these relationships, useful for in-depth financial analysis.
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Use this if you need to automatically identify and extract KPI-related information and their connections from U.S. company financial documents for research or analysis.
Not ideal if you're looking for a general-purpose text extraction tool beyond financial documents or if you don't need to specifically analyze KPIs and their relationships.
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Language
Python
License
MIT
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Last pushed
May 04, 2023
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