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poverty-analysis

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Investigates the correlation between SAT performance and poverty levels in California high schools using FRPM eligibility as a poverty indicator. Analyzes 2014 SAT and FRPM data, visualizing trends through scatter plots and histograms, revealing a negative relationship between poverty and SAT scores. Includes code and instructions for analysis.

  • Updated Aug 16, 2024
  • Jupyter Notebook

Socio-economic data analysis project developed with R, readxl, dplyr, tidyverse, ggplot2, scales, and PCA, featuring data cleaning, EDA, factor encoding, poverty-rate analysis, education and work sector insights, and dimensionality reduction using a Brazilian poverty dataset for the Data Exploration & Preparation module at CCT College.

  • Updated Mar 17, 2026
  • R

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