Unlocking Financial Insights with Data Visualization
data visualization•Mar 11, 2026

Unlocking Financial Insights with Data Visualization

In this article, we'll delve into the world of financial storytelling using data visualization, focusing on earnings data and post-earnings movements. We'll use FMP APIs to extract announcements, surprises, and price reactions across various sectors and market-cap buckets.

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Original source

Key summary

This comprehensive guide explores the use of data visualization in financial storytelling, leveraging FMP APIs to extract and analyze earnings data from over 1,000 stocks.

TL;DR

  • Use data visualization to simplify complex financial data
  • Leverage FMP APIs for earnings data extraction and analysis
  • Create sector heatmaps to identify strongest post-earnings reactions
  • Test if earnings beats drive returns with EPS scatter plots
  • Visualize post-earnings volatility and skew with return violins
  • Track post-earnings patterns over time with mega-tech time series
  • Reveal calendar edges in post-earnings returns and surprises
  • Test sector robustness across bull, bear, and sideways markets

This content is automatically summarized using AI. For full context, always refer to the original article.

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