Projects

To view more examples, visit my Github page: github.com/ejw-data

To view a summary table showing technologies associated with each project, visit: Project List

ejw-data.github.io

Static website (HTML5, CSS3, JS) displaying portfolio content generated more +

jekyll-hyde-portfolio

Hydejack Theme customized for my data science porfolio

google-colab-etl-amazon-reviews

Using Spark and Amazon RDS to clean and summarize amazon reviews more +

etl-election-reporting

Used pandas to resolve discrepencies in real-time election poll results and more +

webdev-gitgraph-career

Testing the capabilities of the gitgraph.js library. The library is very customizable more +

devops-setup

This repo shows details the process of automating common repository more +

proj-food-inspections

Analyzing Chicago Food Inspection data for interesting insights by combining more +

production-optimization

Examples of Linear Programming (LP) optimizations more +

sim-queue

Basic waiting line queuing system more +

algo-optimum-path

Basic waiting line queuing system more +

webdev-AB-testing

Flask app that tracks webpage interactions for A/B testing more +

leaflet-transportation

Analysis of populations centers that could support high speed rail more +

leaflet-citibike

Leaflet map showcasing the use of custom markers associated with layers

tableau-citibike

Content used for a Tableau dashboard that explains how men and women more +

tableau-drug-study

Brief analysis of drug treatments that were also analyzed with pandas more +

tableau-kickstarter

Brief analysis of kickstarter campaigns that were also analyzed with pandas more +

tableau-songs

Brief analysis of songs from 1890 - 2015 using pandas and Tableau more +

proj-nba-eda

NBA exploratory data analysis project with Pandas and Tableau more +

ml-classification-grants

Compares several machine learning classification models including more +

ml-playground

Testing the limitations, inabilities, and strengths of models more +

ml-clustering-crypto

Compares several machine learning clustering models to determine whether more +

ml-clustering-myopia

Multiple models used to identify nearsighted patients. more +

ml-classification-credit-risk

Compares several machine learning classification models to more +

ml-clustering-personality

Analaysis of the big-5 personality test survey results with clustering techniques.

ml-classification-exoplanets

Classification of planets identified by Kepler telescope using multiple more +

python-employee-record-restructure

Short script extracting common work related personnel information into a more +

web-scraping-nasa

Uses Selenium, Flask, and MongoDB to create a news aggregator of NASA information.

plotly-dashboard-nba-championship

Simple dashboard utilizing the NBA api to obtain play-by-play data that is filtered more +

proj-gradebook

Development of a database, flask server, and bootstrap dashboard that more +

matplotlib-drug-study

Analysis of drug treatments on mice tumors using Pandas and Matplotlib.

leaflet-earthquakes

Example of using Leaflet and Mapbox. This map shows the location, magnitude more +

postgres-sql-employee

PostgreSQL DB development then analysis within Jupyter notebook using more +

cryptography

Explores the mathematical processes involved in cryptography by implementing more +

excel-vba-webscraping

Excel Application that uses VBA to scrape website directory information more +

excel-time-series-regression

Example showcasing how to incorporate time dependent data more +

excel-one-hot-regression

Example showcasing why dropping a column for one-hot-encoded more +

web-scraping-proteins

Webscrape of Pubmed publication data that is used in a single webpage more +

web-scraping-builtin-jobs

Simple web scrape using requests and Beautiful Soup to collect the best workplaces more +

d3-horizontal-bar-custom

Custom D3js horizontal bar chart.

webdev-bootstrap

Example of Bootstrap4 Framework.

webdev-bio-page-2019

Biography website created in 2019

html-css-circle-menu

Interactive graphic made with css that has hover effects. Used as a more +

git-guides

Ongoing notes about git.

python-scripts-income

Terminal run python scripts that manipulate data - totalizer, calculated more +

excel-pivot-tables

Analysis of Kickstarter Campaign Data using Pivot Tables and Pivot Charts.

d3-line-chart

Example of a D3.js line chart.

plotly-dashboard-patient-data

Example of javascript dashboard that utilizes Plotly. All data comes from a json file.

pandas-sales

Analysis of sales data with Pandas.

pandas-sales

Analysis of sales data with Pandas.

pandas-school

Analysis of school data with Pandas.

pandas-adv-groupby

Example of advanced applications of python groupby method applied more +

excel-VBA-data-formatting

VBA Script that reorganizes and summarizes stock market data.

leaflet-street-animation

Example of a Leaflet plugin that animates markers.

javascript-table-filter-ufo

Example of a HTML table inserted by plain javascript that includes filtering.

python-scripts-election

Python script extracting cast votes into common data structures and printing more +

sqlalchemy-flask-api-weather

SQLite Database accessed with SQLAlchemy to perform analysis and create more +

pandas-weather-analysis

Analysis of world weather data obtained from the OpenWeather API. Packages more +

python-boxplots

Testing boxplot differences between multiple Python packages.

python-bitwise-operations

Difference between bitwise and logical operators when using pandas.

python-datetime

Examples of how to manipulate datetime.

python-dictionaries

Code used to demonstrate how a python dictionary works. Written in parts more +

Python File Management

Collection of notes related to opening files and handling text strings in python.

python-print-statements

Examples of different ways of printing content to the terminal.

python-sentences

Simple script extracting paragraphs, sentences, words, and characters by using more +