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Financial AnalysisDec 18, 2025

Building a Financial Dictionary: Why 'Crash' and 'Growth' Matter

A
Avigyan Das
Innovation Innitiative Team

Abstract

Creating a domain-specific lexicon vs. using generic Vader/TextBlob. Context-aware dictionaries outperform general sentiment analysis.

This article is currently being drafted by the author. The full technical analysis will be available shortly.

Introduction

Key Methodologies