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Zhe Wang's Projects

311_pothole_complaints_data_warehouse icon 311_pothole_complaints_data_warehouse

Taking a look at 311 complaints, we can see that a majority of the complaints are about street conditions, unsanitary conditions, and plumbing issues- all which could be considered an infrastructure issue. One particular type of problem that NYC faces that we hope to address is its street conditions, racking up a total of 93,270 complaints to 311 in just the year 2017 alone. As citizens who ride on the streets of New York daily and are frustrated with the conditions, we as data analysts were determined to figure out why the street or road conditions were so bad. We plan to use Street Pothole Work Orders and/or a weather dataset in combination with the street conditions complaints from 311 to dig deeper into the issue.

fake-news-detection icon fake-news-detection

Fake News Detection using Machine Learning Algorithm i.e naive Bayes. Model-2 Contains the same thing as LSTM.

gafa-stock-analysis icon gafa-stock-analysis

The project is GAFA stock analysis. [GAFA: Alphabet (GOOG), Amazon (AMZN), Facebook (FB), and Apple (AAPL)]. We are going to try to analyze the stock prices of GAFA over the last 5 years. We will come to a conclusion about how they performed, the corelation between each of these four companies, which one earned the most profit, which one was most stable.

hr_analytics icon hr_analytics

What is the problem? As the HR department in big data companies, it’s important to know which of current employees are planning to leave the company, the reason behind it and takes corresponding actions. How can we do it? The goal of this task is building model(s) that uses the current credentials, demographics, experience to predict whether a current employee is looking for a new job or not. It’s a classification problem. It helps to prevent the loss of precious human resources, feedback of the company current working environment and gives guidance in the future recruiting.

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