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Nick Hafer's Projects

amazon_vine_analysis icon amazon_vine_analysis

Analyzed written reviews by members of the paid Amazon Vine program and determined if there is any bias toward favorable reviews from Vine members.

belly_button_biodiversity icon belly_button_biodiversity

Built a dynamic dashboard to analyze human navel bacteria using JavaScript, Plotly, D3, HTML, CSS, and Bootstrap.

bikesharing icon bikesharing

Created visualizations using Tableau to analyze New York bike sharing data.

credit_risk_analysis icon credit_risk_analysis

Built and evaluated variety of supervised machine learning algorithms to predict credit risk.

cryptocurrencies icon cryptocurrencies

Incorporated unsupervised machine learning, PCA algorithm, and K-Means clustering to analyze and classify a database of cryptocurrencies.

dicom_coverter icon dicom_coverter

A Python script for converting DICOM images to JPG format. Additionally, this script also moves the files to an archive folder and logs the process as a .txt file

mapping_earthquakes icon mapping_earthquakes

Created interactive maps using Leaflet.js, GeoJSON , JavaScript and D3 library to explore earthquakes around the world.

mechcar_statistical_analysis icon mechcar_statistical_analysis

R programming language, statistics and hypothesis testing to analyze a series of datasets from the automotive industry.

mental_health_predictor icon mental_health_predictor

Building a machine learning model that can predict mental health risk for an individual based on various socioeconomic and enviornmental factors

mission-to-mars icon mission-to-mars

Web scraped NASA websites and collected data about Mission to Mars. Saved the new data in a MongoDB database and displayed it on a HTML page.

movies_etl icon movies_etl

Performed the Extract, Transform and Load (ETL) process to create a data pipeline on movie datasets using Python, Pandas, Jupyter Notebook and PostgreSQL.

portfolio icon portfolio

Created a website via GitHub displaying my work

pyber_analysis icon pyber_analysis

Analyzed and visualized ride-sharing data using Python, Pandas and Matplotlib.

surfs_up icon surfs_up

Analyzed SQLite weather database with Python, Pandas and SQLAlchemy and connected the results with Flask.

ufos icon ufos

Built an interactive webpage to analyze UFO sightings using HTML, CSS, JavaScript and Bootstrap.

world_weather_analysis icon world_weather_analysis

Analyzed and visualized the weather data of 500+ cities across the world. Generated destinations and travel maps using Google Maps Platform APIs.

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