SONORA MARTINEZ

Data Scientist

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Hi, my name is Sonora Martinez. I am currently pursuing my Bachelor's of Science in Quantitative Sciences with a concentration in Biology at Emory University. Quantitative Sciences was founded on an interdisciplinary approach to quantitative learning. Through classes within the Quantitative Sciences department, I have learned statistical and mathematical techniques for analyzing data, in addition to becoming fluent in the programing software that assists in analyzing data, such as R, Python, SQL, and Tableau. The interdisciplinary approach arises with my melding of firm analytical skills to biological concepts. Through my biology concentration, I learned not only scientific concepts relating to biology, but also problem solving skills that are unique to science majors. The synchronicity of my major has taught me to approach problems with a unique perspective that melds various skill sets. I have learned to incorporate quantitative skills across diverse disciplines, from the sciences to the humanities.

Previous to my honing of these skills in college, I developed the ability to incorporate different perspectives into my understanding of the world through my unique personal upbringing. My father is from the Central American country of Belize, while my mother is from the United States. I moved to the U.S. from Belize when I was 3 years old, but I visited Belize for a month every summer. This unique experience taught me to acknowledge the strengths of different cultures and perspectives and to incorporate those strengths into my own understanding of the world.  To this day, I use my ability to understand differing outlooks and incorporate the strengths of each in the classroom, at work, and in my personal life.

In my free time, I enjoy exploring other countries and cultures. I have traveled to 11 countries, and even lived in Melbourne, Australia for five months. In all of these locations, I like to explore the customs, religion, history, fashion, and food of the local people. While in the U.S., I love to explore new restaurants and discover new food. I also enjoy spending my free time outdoors; kayaking, hiking and attending festivals. Please feel free to reach out to me with any questions through the links on my website.

Educational Experience

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Work Experience

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Volunteer Experience

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 Statistics

In the portfolio section of this website, you can read papers and view projects in which I have utilized statistical analyses.

Python

In the portfolio section of this website, you can view a multitude of projects in which I have employed Python to solve complex interdisciplinary problems.

R programming

In the portfolio section of this website, you can view projects and papers which utilized R programming to solve statistical problems. R code is available in this link.

SQL

In the portfolio section of this website, you can view projects which utilized SQL for data collection and cleaning.

Google Cloud Computing

In the portfolio section of this website, you can view projects which used Google's Cloud Computing platform to run statistical analyses.

Network Analysis

In the portfolio section of this website, I have provided some examples of network analyses I have conducted using R software packages.

Microsoft Office Suite

I am proficient in Microsoft Office Suite including Word, Excel, Powerpoint, and OneNote.

Spanish Language

I am proficient in conversational and written Spanish. I spoke both Spanish and English in my home, and I have taken multiple Spanish classes to become proficient in reading and writing in the Spanish language.

An Analysis of the Effect of Natural Disasters on Environmental Opinion, 1992-2012

This paper analyzes the ways in which a natural disaster can affect environmental public opinion in the United States. This analysis utilizes R software to create a difference-in-difference model.

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Comparison of Rhetorical Tactics Used by Current U.S. Politicians and Historical Leaders

This paper compares and contrasts the rhetorical strategies employed by historical political figures and current American politicians. This analysis was conducted using Natural Language Processing techniques.

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Modern Day Motherhood

This project utilizes SQL queries and regression analysis to determine the effects of increased maternal age on infant health. Queries were conducted through Google Cloud's Computing platform using one of Google's Big Query public datasets.

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Which is Better: Boiling Water on the Stove or In the Microwave?

This project utilizes Python's Pandas package to compare the efficiency of boiling water on the stove top versus in the microwave. For the project, I collected my own experimental data and analyzed the data using OLS regression techniques with Python.

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Comparison of Stylistic Structures in Captain John Smith and Pride and Prejudice

This project harnesses text analysis software to study two classic novels, Captain John Smith and Pride and Prejudice. I compare the two novels' pronoun gendering, frequently occurring words, and sentence differentiation.

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Employment Status Driven Interactions in a Bank Wiring Room

This paper utilizes R software to perform a network analysis on the famous 1939 bank wiring room experimental data.

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  • Atlanta, Georgia, United States
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