Proejct Name: Coronavirus Spread Simulation
Proejct Type: Simulation
Description: On December 31th, 2019, there were 59 cases of pneumonia of unknown cases in Wuhan, China.
A week after, Chinese authorities identified new virus called Coronavirus behind the illness.
41 of the the initial 59 patients were attacked by this new virus.
In this project, I visulized the virus breakout until 2/9/2020
and used Monte Carlo model to simulate its spread.
Conclusion: Over 50% chance, the virus will be reduced to 50% in 2 days
once the number of confirmed patients reached to maximum number.
Finished Date: 2/14/2020
Proejct Link: https://www.kaggle.com/ericliu365/coronavirus-visualization-and-monte-carlo-simu
Proejct Name: Titanic Survival Prediction
Proejct Type: Predicitve Modeling
Description: On April 15th, 1912, the famous giant ship "Titanic" sank after colliding an iceberg.
1502 of 2204 passengers and crew dead. This event is one of the most infamous events in the history,
and I tried to build three models (logistic regression, Gradient Boosting and SVM) to predict
what sort of people were more likely to surive.
Conclusion: With 77.99% accuracy model, women passengers in the first class
whose the ticket price is between 100 and 200 have higher survival probability
Finished Date: 2/08/2020
Proejct Link: https://www.kaggle.com/ericliu365/haoming-s-prediction-on-titanic
Proejct Name: Egypt Labor Market
Proejct Type: Data Visulization
Description: In this project, I used three measures to evaulate whether Egypt
has a healthy labor market. The three measures are: the unemployment rate change in gender,
the labor force participation rate in gender, and the education level of labor force.
Conclusion: Egypt has many advanced eduction labor force but compared with male
female has lower participation rate and higher unemployment rate. Egypt should give equal
job opportunity for female to decrease overall unemployment rate
Finished Date: 10/24/2018
Proejct Link:
https://public.tableau.com/views/FinalGraph/Final_1?:display_count=y&:origin=viz_share_link