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Arnav Sahai
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Data & Analytics

Elon Musk Tweets & Tesla Stock — Predictive Modeling

Multiple-regression model quantifying relationships between tweet sentiment/frequency and Tesla stock movements as an alternative-data signal exercise.

Role: Analyst

Context

Alternative data can complement traditional market analysis when relationships are quantified carefully and communicated with appropriate caution.

Method / approach

Built a multiple regression model relating tweet sentiment and frequency to Tesla stock movements to demonstrate alternative-data signal extraction for financial analysis.

Tools and technologies

  • Regression modeling
  • Sentiment analysis
  • Financial market data

Key deliverables

  • Predictive modeling write-up / analysis

Results / findings

  • Demonstrated an applied alternative-data modeling workflow for financial analysis.

TODO: Add repository, slides, or report links when available.