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Project 3: Academic Research Engine

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Capstone Module: Real-World Mastery Projects » Project 3: Academic Research Engine

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For PhD Candidates & Policy Analysts

Challenge

"A UN research team needs a data analysis toolkit to study climate change impacts across 50 countries."

Requirements

  1. Automated Data Pipeline

    • Power Query cleaning of World Bank/IMF datasets

    • Outlier detection system

  2. Statistical Analysis Suite

    • Regression output generator

    • Dynamic histogram builder

  3. Publication-Ready Visuals

    • Lancet-compliant charts

    • Interactive country comparator

Grading Criteria

Weight Aspect Excellence Standard
30% Methodology Proper handling of missing data
25% Reproducibility One-click refresh from raw data
20% Visualization ADA-compliant color schemes
15% Documentation Codebook with variable definitions
10% Computational Efficiency Handles 1M+ rows without crashing

Sample Dataset:

  • 20 years of World Bank climate indicators

  • Peer-reviewed study metadata (Zotero export)

  • Geospatial coordinates for 500+ cities

Added on July 08, 2025
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