> ## Documentation Index
> Fetch the complete documentation index at: https://signalpilot.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# NYC Campaign Spending vs Election Results

> Analyzing the correlation between campaign spending and primary election results in NYC to identify spending efficiency

# NYC Campaign Spending vs Election Results

**Prompt:** In `nyc_election` folder, find and analyze campaign finances dataset, find correlation between the primary election results and spending. Who spent the most money but got least votes?

<Frame>
  <img src="https://mintcdn.com/signalpilot/FVvdMT_uX4QCBLsS/images/nyc_election_spends_results.png?fit=max&auto=format&n=FVvdMT_uX4QCBLsS&q=85&s=c2d2b26ec7458dc98cfd00fc55080d68" alt="NYC election campaign spending versus vote results analysis" width="1589" height="1189" data-path="images/nyc_election_spends_results.png" />
</Frame>

[▶️ Play the demo](https://cloud0.signalpilot.ai/user0/lab/workspaces/auto-l?reset=)
