Zixiao Sui
Emeryville,CA
Overview
3
3
years of professional experience
Work History
Text Analysis Project
Upper Division Coursework
11.2023 - 12.2023
- Efficiently managed a comprehensive dataset of over 23,000 rows, applying text mining techniques to illustrate linguistic trends and thematic shifts in the series.
- Developed a Shiny app for visualizing sentiment trends in Game of Thrones scripts using the Bing lexicon, enabling users to explore episode-wise positive and negative sentiments across seasons.
- Implemented bigram analysis on the scripts to reveal word relationships, using tokenization and the igraph package in R for visualizing connected word pairs, highlighting narrative patterns.
Storm Trajectories Project
Upper Division Coursework
10.2023 - 10.2023
- Utilized the Tidyverse package to create a dynamic visualization of North Atlantic tropical storms in R.
- Developed an interactive Shiny application in R, designed to plot, filter,and analyze the trajectories of storms based on user-selected parameters such as year, month, wind speed, pressure, and storm category.
- Incorporated an interactive table detailing storm names, dates, and key meteorological data, crafted using dplyr methods in R, complementing visual data with in-depth textual analysis.
The Bioinformatics Research Project of COVID-19
Beijing Genomics Institute Co Ltd
07.2020 - 09.2020
- Contributed to a pivotal research project investigating the correlation between SARS-CoV-2 mutations and factors such as gender and geographic location, as acknowledged in the study.
- Assisted in analyzing 93,625 genomes using Python scripts to identify mutation hotspots, contributing to the understanding of virus evolution across different regions and genders.
- Supported the team in generating data visualizations and conducting statistical tests with R language, leading to the conclusion that there's no significant association between mutation frequencies and the studied factors.
Education
Bachelor of Arts - Applied Mathematics And Statistics
University of California, Berkeley
Berkeley, CA12-2026
Bachelor of Science - Applied Mathematics and Statistics
University of California, Davis
Sacramento, CA06-2023
Skills
- Programming Languages: Python, R, MATLAB
- Skills: Data Visualization, Exploratory Data Analysis, Text Analysis
Timeline
Text Analysis Project
Upper Division Coursework
11.2023 - 12.2023
Storm Trajectories Project
Upper Division Coursework
10.2023 - 10.2023
The Bioinformatics Research Project of COVID-19
Beijing Genomics Institute Co Ltd
07.2020 - 09.2020
Bachelor of Arts - Applied Mathematics And Statistics
University of California, Berkeley
Bachelor of Science - Applied Mathematics and Statistics
University of California, Davis
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