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Building SEC EDGAR Financial Analytics With CocoIndex and Apache Doris

Author: ybx-ai-radar
AI Radar Summary

This article from Towards AI introduces a practical solution to build a financial analytics system for the U.S. SEC EDGAR database using CocoIndex and Apache Doris. SEC EDGAR hosts a massive volume of public corporate financial data, and this solution enables users to efficiently extract, clean and analyze these data, catering to financial analysts, corporate finance staff and other relevant groups to simplify large-scale financial data analysis workflows.

Source Towards AI
Original Time Jun 12, 2026 23:01 GMT+8
Importance Score 8.0 / 10
Related Entities SEC EDGAR, Apache Doris, CocoIndex, Towards AI, 美国证券交易委员会
Building SEC EDGAR Financial Analytics With CocoIndex and Apache Doris

Original article link: Towards AI

One-sentence Explanation

This is a technical solution for building an analysis system for processing U.S. SEC EDGAR public financial data by combining CocoIndex and Apache Doris.

It can be compared to: when you need to organize massive amounts of corporate financial report data, CocoIndex helps you quickly find and extract the required financial information, while Apache Doris acts as an efficient organizing warehouse that can quickly sort out the extracted data, allowing you to complete financial analysis without spending a lot of time manually organizing.

Applicable Scenarios

  • Financial analysts need to batch analyze the financial status of multiple listed companies
  • Corporate finance staff need to benchmark financial data of industry competitors
  • Academic researchers need to conduct industry research based on public financial data
  • SEC EDGAR: The public financial database of the U.S. Securities and Exchange Commission, which contains financial declaration documents of enterprises across the United States
  • Apache Doris: An open-source real-time analytical database that excels in large-scale data analysis
  • CocoIndex: A tool for structured extraction of unstructured financial documents
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