My Portfolio
This is my Project Page. It's a great opportunity to explore how I interact between stats, story, and strategy. Enjoy!
At a Glance
Skills:
Marketing: Video Production (Final Cut Pro), Podcast & Poster, Website Building
Language: Mandarin Chinese (Native), English (Full Professional Proficiency)
Research & Analysis: Data Visualization (R & Python & STATA), CRM Tools (SurveyCTO)
Sections:
01 Stats & Strategy
- The Sentiment and Topic Portray of Feminism in Social Media
- Predict Gender Disparities in Health Outcomes in China
02 Stats & Story
- Builders in the Blindspot
03 Story & Strategy
- Private Companies’ Involvement in the Global Housing Market and Influence
01
Stats & Strategy
- The Sentiment and Topic Portray of Feminism in Social Media
This study investigates the sentiments of online communities towards Feminism on Reddit. With the R program, I used vosonSML to collect the top 1,000 posts from 2023 and the historical archive of the Feminism Subreddit to compare current dynamics and long-term discourse. I also designed an unsupervised learning model to segment conversations, such as dominant topics, sentiment languages, and shifts over time.
The results reveal a new wave of online Feminism, such as community language evolution and responses to misogynistic pushback. For organizations, policymakers, and advocacy groups, these findings of audience sentiment help anticipate emerging concerns and refine messaging strategies.
- Predict Gender Disparities in Health Outcomes in China
In this project, I analyzed gender disparities in health outcomes among China’s elderly population by Python. Creating composite scores for overall health and using predictive modeling (LSTM) , I identified past trends and forecasted the future gender gap.
02
Stats & Story
- Builders in the Blindspot
Migrant workers are the builders of China’s cities, yet systemic barriers and social marginalization prevented them ftom basic healthcare. Ignoring their health will harm the personal development and also weakens productivity and social safety. This opion piece advocated the right of migrant worker using both quanlititive and quantitive narratives.
03
Story & Strategy
- Private Companies’ Involvement in the Global Housing Market and Influence
The paper scans the participation of private companies in the housing market and its way of driving up the price in single, multiple, and retail markets. It also gives specific examples of the whole procedure and set basis for the promtion of public housing.