My Courses

Presentations

Developer Bootcamp Consulting Project Using StackOverflow Survey

In order to create a successful developer bootcamp, it is essential to be aware of current trends in languages both by developer preference and industry direction. With this being said, I, alongside Sophie and Jackson (two classmates of mine), analyzed the 2022 StackOverflow Survey data to pinpoint two languages to best equip attendees of a prospective coding bootcamp for the industry.

MIdtermProjectPowerpoint

Statistical Writeups

Comparative Analysis of Startup Profitability

This study examines the profitability of 33 startups located in New York and California. The goal is to determine which factors are most indicative of sustained profitability in these startups. Utilizing multiple linear regression and analysis of variance tests, the research highlights that the investment in research and development emerges as the primary predictor of long-term profitability.

Startups.docx

Population Study Relating Urine pH to Beverage Consumption

This study investigates how different beverages, such as coffee, light beer, and water, affect urine pH levels. Through a sample of 101 participants from a simulation environment, the research identifies significant differences in urine pH based on beverage consumption, shedding light on the potential impact of beverage choices on urinary health.

StatMidtermFinal.docx

Visualizations

France's Commitment to Gender Equality in Goverment

The visualization depicts the remarkable progress made by France in achieving gender equality in its parliament over the years. The top graph shows that France started off well below the European Union average for women's representation in parliament, but steadily increased and eventually surpassed the EU average in 2017. The bottom graph further illustrates that despite beginning with one of the lowest levels of representation among its geographical neighbors, France has risen significantly beyond its regional peers. These trends highlight France's commitment to promoting gender parity in its legislative body, setting an example for other nations to follow in ensuring equitable representation and empowerment of women in governance.

The Billionaires of the World

This visualization provides an overview of the global distribution of billionaires across the world, along with detailed insights into their industries, age groups, and self-made status by gender. The world map displays the geographical spread of billionaires, highlighting the concentration in certain regions. The bar chart reveals that finance and investments, manufacturing, and technology are the top industries with the highest number of billionaires. The age distribution chart shows a peak around the 60-70 age range, indicating the prevalence of older billionaires. Notably, the self-made billionaires by gender comparison highlights a significant disparity, with far fewer female billionaires, both self-made and inherited, compared to their male counterparts. This comprehensive visualization offers a data-driven perspective on the demographics, industries, and origins of the world's wealthiest individuals.

Wind Energy Use Across the United States

The visualization highlights the dominance of the Southwest and Midwest regions in turbine-based energy production over time. The top line chart shows the number of turbines by region, revealing that from around the late 1990s onwards, the Southwest and Midwest regions have significantly outpaced other areas in terms of turbine installations. The rapid growth in these two regions is clearly visible, making them the uncontested leaders in turbine-based energy.

The bottom bar chart further confirms this trend, depicting the total turbine power capacity by region. The Southwest and Midwest have substantially larger turbine power capacity compared to all other regions combined, underscoring their leading position in harnessing turbine-based energy sources.

Brain Drain Across America

This visualization provides insights into the movement patterns of students after graduation across different states and regions in the United States. The first map shows the ratio of graduates coming to a state versus graduating from that state, with the District of Columbia standing out as a heavy outlier. The second map displays the percentage of students leaving their graduation state, revealing that Northeastern states struggle the most in retaining their graduates, with states like West Virginia and Vermont leading the issue. The bar chart at the bottom quantifies the net change regionally, indicating that the Midwest experiences the highest influx of graduates, while the Northeast sees the highest outflow. This data highlights the challenges faced by certain regions in attracting and retaining talented graduates, which can have significant economic and demographic implications.

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