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Irene Zhang's Projects

data icon data

Data and code behind the articles and graphics at FiveThirtyEight

data-science icon data-science

:bar_chart: Path to a free self-taught education in Data Science!

export-diversification-analysis-in-low-income-countries icon export-diversification-analysis-in-low-income-countries

Export structure is less diversified in low-income countries (LICs) and especially small states that face resource constraints and small economic size. This paper explores the potential linkages between export structure and economic growth and its volatility in LICs and small states, using a range of indices of export concentration differing in the coverage of industries. The empirical analysis finds that export diversification may promote economic growth and reduce economic volatility in these countries. Furthermore, the analysis demonstrates that the economic benefits of export diversification differ by country size and income level-there are bigger benefits for relatively larger and poorer countries within the group of LICs and small states.

project-wildfire icon project-wildfire

This is my capstone project for the Data Incubator Data Science Fellowship. This project aims at building a tool that provides visualization and analysis on historical fire data and predictive models to show future wildfire risks. Targeted users are local policy makers and insurance companies, who can use this system for better fire-fighting resource planning and timely preventive measures.

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