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Joshua Hao's Projects

congress-legislators icon congress-legislators

Members of the United States Congress, 1789-Present, in YAML/JSON/CSV, as well as committees, presidents, and vice presidents.

credit_risk_analysis icon credit_risk_analysis

Credit risk is an inherently unbalanced classification problem, as good loans easily outnumber risky loans. Therefore, different techniques are employed to train and evaluate models with unbalanced classes.

pewlett-hackard-analysis icon pewlett-hackard-analysis

Baby boomers become the "silver tsunami". When they retire, their positions will be filled by enough qualified candidates. The HR team needs data for this project.

pyber_analysis icon pyber_analysis

Analyzed all the rideshare data from January to early May of 2019 and created a compelling visualization for the CEO

school_district_analysis icon school_district_analysis

Analysis of the performance of the students in each high school in a district, using pandas.DataFrame, numpy, jupyter notebook

world_weather_analysis icon world_weather_analysis

Find cities with a temperature range (with weather API), and find hotels in the cities, then setup route for the trip

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