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Corporate-Action-PDF-Analysis-ML-Project

Analysing the PDF documents of upcoming/declared corporate actions released by the companies.

What are Corporate Actions? 🤔

A corporate action is an event carried out by a company that materially impacts its stakeholders (e.g. shareholders or creditors). Common corporate actions include the payment of dividends, stock splits, tender offers, and mergers and acquisitions. Corporate actions must often be approved by a company's shareholders and board of directors.

Technology stack

  1. NLP using Spacy
  2. Pandas
  3. Regular Expression (RE)

Process flow block diagram

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Project Phase Diagram

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Original PDF -> Tagged Entities -> Extracted Entities