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Maggie.Samaan's Projects

amazon_vine_analysis icon amazon_vine_analysis

Analyzing Amazon reviews written by members of the paid Amazon Vine program using AWS RDS and PySpark.

bikesharing_business_tableau icon bikesharing_business_tableau

In this project, we will use Tableau to present a business proposal for a bike-sharing company from a New York Citi Bike dataset.

covid-19_analysis icon covid-19_analysis

This project showcased the development of a machine learning linear regression model and deep learning neural network to predict new COVID-19 cases worldwide using the OWID open-source pandemic dataset.

credit_risk_analysis icon credit_risk_analysis

Developing a logistic regression classification model to predict credit loan risk using Scikit and Imbalanced-learn libraries.

mapping_earthquakes icon mapping_earthquakes

This project aims to build an interactive world map that shows earthquakes locations and magnitudes from the last seven days based on GeoJSON files.

pyber_analysis icon pyber_analysis

Analysis of all the rideshare data from January to early May of 2019 for PyBer company.

school_district_analysis icon school_district_analysis

An analysis of Students' performance on standardized tests to reform school budgeting and priorities,<br> using Python, Pandas, and Jupyter Notebook.

surfs_up icon surfs_up

Weather analysis of the island of Oahu, to plan for a Surf n' Shake shop. Using SQLite, SQLAlchemy, and Flask.

ufos icon ufos

Organizing a JavaScript data file about UFOs in a table with filters, and posting the results on a dynamic webpage.

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