Nick Hafer's repositories
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
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
Built a dynamic dashboard to analyze human navel bacteria using JavaScript, Plotly, D3, HTML, CSS, and Bootstrap.
bikesharing
Created visualizations using Tableau to analyze New York bike sharing data.
Credit_Risk_Analysis
Built and evaluated variety of supervised machine learning algorithms to predict credit risk.
Cryptocurrencies
Incorporated unsupervised machine learning, PCA algorithm, and K-Means clustering to analyze and classify a database of cryptocurrencies.
Election_Analysis
Completed an audit of recent local congressional election
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.
Neural_Network_Charity_Analysis
Incorporated TensorFlow and deep-learning neural-networks to analyze and classify the success of charitable donations.
Exploring_Spotify_Trends
Explored trends in popular music for 2021 using Spotify API and Python.
kickstarter-analysis
Performing analysis on Kickstarter theater campaign data to uncover trends
Mapping_Earthquakes
Created interactive maps using Leaflet.js, GeoJSON , JavaScript and D3 library to explore earthquakes around the world.
MechCar_Statistical_Analysis
R programming language, statistics and hypothesis testing to analyze a series of datasets from the automotive industry.
Mental_Health_Predictor
Building a machine learning model that can predict mental health risk for an individual based on various socioeconomic and enviornmental factors
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.
Pewlett-Hackard-Analysis
Analyzed employee database with PostgreSQL.
PyBer_Analysis
Analyzed and visualized ride-sharing data using Python, Pandas and Matplotlib.
School_District_Analysis
Analyzed student performance trends and patterns within a school district
stock-analysis
Analyzed stock data on a list of green energy stocks using VBA
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.