Projects in Awesome Lists by ejw-data

https://github.com/ejw-data/ejw-data.github.io

Static website (HTML5, CSS3, JS) displaying portfolio content generated from Jekyll static website generator. The Hydejack theme was used but modified.

css html jekyll js liquid-templating-engine markdown

Last synced: 20 Jan 2026

https://github.com/ejw-data/ml-myopia

A variety of machine learning techniques used to identify nearsighted patients

cross-validation gridsearchcv imbalanced-classification kmeans knn machine-learning pca pipeline python random-forest scikit-learn svc tensorflow tsne

Last synced: 11 Jul 2025

https://github.com/ejw-data/heroku-rideshare-app

Heroku Flask App that predicts the cost of a Chicago rideshare (non-pooled)

css d3-visualization flask-application html jupyter-notebook python

Last synced: 03 May 2026

https://github.com/ejw-data/google-colab-etl-amazon-reviews

Using Spark and Amazon RDS to clean and summarize amazon reviews to determine usefulness of product feedback

amazon-rds spark

Last synced: 19 May 2026

https://github.com/ejw-data/devops-setup

This repo shows the process of automating common repository tasks like formatting code, performing linting tasks before merging, applying unit testing, and other automations through git and github events.

github-actions pre-commit-hook pytest python

Last synced: 15 Mar 2025

https://github.com/ejw-data/ml-rideshare-dev

Exploration of Chicago rideshare data. The repo was repurposed from a model deployment example to include in later versions to include data preprocessing and model training.

css d3-visualization flask-application html jupyter-notebook python

Last synced: 04 May 2026

https://github.com/ejw-data/proj-election-dashboard

Heroku Flask App with Postgres Database that provides interactive graphics

bootstrap css d3-visualization flask-application html jupyter-notebook leafletjs postgresql python sqlalchemy

Last synced: 11 Apr 2026

https://github.com/ejw-data/web-scraping-proteins

Webscrape of Pubmed publication data that is used in a single webpage with multiple plotly charts. The basic structure of the website is updated with an excel spreadsheet to help those who don't know how to code.

beautifulsoup excel html-css-javascript pandas plotly python splinter

Last synced: 11 May 2026

https://github.com/ejw-data/proj-nba-eda

NBA exploratory data analysis project with Pandas and Tableau

nba numpy pandas python tableau

Last synced: 14 Apr 2026

https://github.com/ejw-data/webdev-bootstrap

Example of Bootstrap Framework

bootstrap4 html-css-javascript

Last synced: 15 Mar 2025

https://github.com/ejw-data/leaflet-earthquakes

Example of using Leaflet and Mapbox. This map shows the location, magnitude and depth of earthquakes by customizing the markers.

api html-css-javascript leafletjs

Last synced: 13 Apr 2026

https://github.com/ejw-data/excel-vba-webscraping

Excel Application that uses VBA to scrape website directory information and populate sheets.

excel vba webscraping

Last synced: 19 Mar 2026

https://github.com/ejw-data/plotly-dashboard-nba-championship

Simple dashboard utilizing the NBA api to obtain play-by-play data that is filtered and aggregated for several plotly charts. The dashboard uses several controls on the page for filtering.

bootstrap5 flask-application html-css-javascript plotly proxy-server

Last synced: 15 Mar 2025

https://github.com/ejw-data/excel-vba-data-formatting

VBA Script that reorganizes and summarizes stock market data

excel vba

Last synced: 03 Jan 2026

https://github.com/ejw-data/proj-key-inventory

Flask application that manages door access from requesting to receiving the key including the administrative roles involved in approving, fabricating, and distributing

flask-sqlalchemy pgsql python sql stored-procedures

Last synced: 01 Mar 2026

https://github.com/ejw-data/python-scripts-election

Python script extracting cast votes into common data structures and printing the results to the terminal.

python

Last synced: 31 Jul 2025

https://github.com/ejw-data/d3-scatterplot

Example of a D3 generated graphic. The scatter plot includes selectable axis labels which in effect allows 9 plots to be generated.

d3js html-css-javascript

Last synced: 04 Oct 2025

https://github.com/ejw-data/proj-gradebook

Development of a database, flask server, and bootstrap dashboard that will aid in monitoring student performance.

bootstrap5 common-table-expression flask html-css-javascript pandas plotly python sqlalchemy sqlite

Last synced: 11 Apr 2026

https://github.com/ejw-data/sqlalchemy-flask-api-weather

SQLite Database accessed with SQLAlchemy to perform analysis and create Flask API of the data

flask pandas python sqlalchemy sqlite

Last synced: 11 Apr 2026

https://github.com/ejw-data/web-scraping-builtin-jobs

Simple web scrape using requests and Beautiful Soup to collect the best workplaces from Builtin Chicago.

beautifulsoup python requests

Last synced: 21 May 2026

https://github.com/ejw-data/sim-queue

Basic waiting line queuing system

Last synced: 02 Jul 2026

https://github.com/ejw-data/leaflet-citibike

Leaflet map showcasing the use of custom markers associated with layers

d3js leafletjs

Last synced: 15 Mar 2025

https://github.com/ejw-data/proj-scheduler-app

Scoping a future cloud application that will intelligently assign users to meetings

api flask python3

Last synced: 19 May 2026

https://github.com/ejw-data/linear-programming-production-scheduling

Examples of Linear Programming (LP) optimizations

Last synced: 15 Mar 2025

https://github.com/ejw-data/ejw-data

Github profile readme including biography and current and upcoming projects

markdown

Last synced: 15 Mar 2025

https://github.com/ejw-data/python-dictionaries

Code used to demonstrate how a python dictionary works. Written in parts to explain the coding process.

python

Last synced: 03 Jul 2026

https://github.com/ejw-data/python-scripts-income

Terminal run python scripts that manipulate data - totalizer, calculated values - related to a company's income statement

python

Last synced: 15 Mar 2025

https://github.com/ejw-data/tableau-kickstarter

Brief analysis of kickstarter campaigns that were also analyzed with pandas

tableau

Last synced: 02 Jan 2026

https://github.com/ejw-data/pandas-weather-analysis

Analysis of world weather data obtained from the OpenWeather API. Packages used include Citipy, Requests, Pandas and Matplotlib.

analysis matplotlib python requests weather

Last synced: 16 May 2026

https://github.com/ejw-data/web-scraping-nasa

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

beautifulsoup4 flask mongodb pandas python requests selenium splinter

Last synced: 13 Apr 2026

https://github.com/ejw-data/ml-classification-alarms

Example of using clustering and classification in conjunction to to determine a boundary line between data and normal deviations and outliers.

Last synced: 15 Mar 2025

https://github.com/ejw-data/python-print-statements

Examples of different ways of printing content to the terminal.

python

Last synced: 15 Mar 2025

https://github.com/ejw-data/leaflet-animation

Example of a Leaflet plugin that animates markers

html-css-javascript leafletjs

Last synced: 15 Mar 2025

https://github.com/ejw-data/python-employee-record-restructure

Short script extracting common work related personnel information into a more useable form and masking personal information. Data is fictitious.

python

Last synced: 15 Mar 2025

https://github.com/ejw-data/algo-neh

Example of NEH (Nawaz, Enscore, Ham) heuristic - a heuristic algorithm that suggests giving higher priority to jobs with longer total processing time

algorithms

Last synced: 15 Mar 2025

https://github.com/ejw-data/python-sentences

Simple script extracting paragraphs, sentences, words, and characters by using regular expressions and simple data structures.

python regular-expressions

Last synced: 15 Mar 2025

https://github.com/ejw-data/python-boxplots

Testing boxplot differences between multiple Python packages.

matplotlib pandas python

Last synced: 19 May 2026

https://github.com/ejw-data/matplotlib-drug-eval

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

matplotlib pandas python scipy-stats

Last synced: 04 May 2026

https://github.com/ejw-data/ml-classification-exoplanet

Classification of planets identified by Kepler telescope using multiple models and tuning using GridSearchCV

classification python scikit-learn

Last synced: 09 May 2026

https://github.com/ejw-data/html-css-circle-menu

Interactive graphic made with css that has hover effects. Used as a graphical navigation menu or organizational chart.

css html-css-javascript

Last synced: 15 Mar 2025

https://github.com/ejw-data/javascript-filtering

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

html-css-javascript

Last synced: 15 Mar 2025

https://github.com/ejw-data/ml-clustering-personality

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

clustering machine-learning python scikit-learn unsupervised-learning

Last synced: 04 May 2026

https://github.com/ejw-data/d3-line-chart

Example of a D3.js line chart

d3js html-css-javascript

Last synced: 15 Mar 2025

https://github.com/ejw-data/plotly-dashboard-patient-data

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

dashboard html-css-javascript plotly python

Last synced: 20 May 2026

https://github.com/ejw-data/python-cryptography

Explores the mathematical processes involved in cryptography by implementing a simple Diffie-Hellman Key and creates a terminal program for sending encrypted information.

python

Last synced: 15 Mar 2025

https://github.com/ejw-data/ml-classification-grants

Compares several machine learning classification models including a neural network to determine whether to approve or reject a grant applicant

classification neural-network python scikit-learn

Last synced: 10 May 2026

https://github.com/ejw-data/pandas-school

Analysis of school data with Pandas

data-analysis pandas python

Last synced: 08 May 2026

https://github.com/ejw-data/webdev-bio-page-2019

Biography website from 2019

html-css-javascript

Last synced: 04 Feb 2026

https://github.com/ejw-data/webdev-ab-testing

Flask app that tracks webpage interactions for A/B testing

flask html-css-javascript javascript sqlalchemy sqlite

Last synced: 12 Apr 2026

https://github.com/ejw-data/ml-clustering-crypto

Compares several machine learning clustering models to determine whether the currencies can be logically classified based on the given data

clustering python scikit-learn

Last synced: 13 Apr 2026

https://github.com/ejw-data/stats-guide

Repo held on my local machine of useful Python stats and visualizaton tools. Tutorials being developed for DS Class.

Last synced: 14 Jun 2025

https://github.com/ejw-data/webdev-static-html-theme

Older Edition of Bio Website - Static Website modified from Adelle Theme utilizing mostly HTML, CSS and a small amount of JS.

html-css-javascript

Last synced: 05 Feb 2026

https://github.com/ejw-data/leaflet-transportation

Analysis of populations centers that could support high speed rail

api flask html-css-javascript leafletjs python sqlalchemy-orm sqlite

Last synced: 13 Apr 2026

https://github.com/ejw-data/python-bitwise-operators

Difference between bitwise and logical operators when using pandas

numpy pandas

Last synced: 08 May 2026

https://github.com/ejw-data/postgres-sql-employee

PostgreSQL DB development then analysis within Jupyter notebook using SQLAlchemy, Pandas, and Matplotlib

postgresql python sqlalchemy

Last synced: 14 Apr 2026

https://github.com/ejw-data/d3-horizontal-bar-custom

Custom D3js horizontal bar chart

d3js html-css-javascript

Last synced: 25 Oct 2025

https://github.com/ejw-data/excel-pivot-tables

Analysis of Kickstarter Campaign Data using Pivot Tables and Pivot Charts

excel pivot-charts pivot-tables

Last synced: 12 Feb 2026

https://github.com/ejw-data/excel-vba-pivot-table

Last synced: 13 Feb 2026

https://github.com/ejw-data/tableau-songs

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

numpy pandas python songs tableau

Last synced: 16 Apr 2026

https://github.com/ejw-data/proj-food-inspections

Analyzing Chicago Food Inspection data for interesting insights by combining multiple data resources and performing feature engineering.

decision-trees pandas preprocessing python scikit-learn

Last synced: 17 Apr 2026

https://github.com/ejw-data/algo-data-structures

Exploring fundamental computer science data structures

python

Last synced: 28 Apr 2026

https://github.com/ejw-data/pandas-adv-groupby

Example of advanced applications of python groupby method. Advanced aggregation and filter was applied to a song dataset.

pandas

Last synced: 29 Apr 2026

https://github.com/ejw-data/ml-playground

Testing the limitations, inabilities, and strengths of models with synthetic data

machine-learning python scikit-learn

Last synced: 06 May 2026

https://github.com/ejw-data/etl-election-reporting

Used pandas to resolve discrepencies in real-time election poll results and moved data to postgres.

common-table-expression pandas postgresql python regular-expressions sql

Last synced: 07 May 2026

https://github.com/ejw-data/pandas-sales

Analysis of sales data with Pandas

pandas python

Last synced: 07 May 2026

https://github.com/ejw-data/python-open-files

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

pandas python sqlite

Last synced: 07 May 2026

https://github.com/ejw-data/tableau-citibike

Content used for a Tableau dashboard that explains how men and women differ in their NYC Citibike usage

pandas python tableau

Last synced: 08 May 2026

https://github.com/ejw-data/ml-classification-credit-risk

Compares several machine learning classification models to determine whether to approve or reject a loan request

classification python scikit-learn

Last synced: 10 May 2026

https://github.com/ejw-data/python-datetime

Examples of how to manipulate datetime

python

Last synced: 19 May 2026

https://github.com/ejw-data/proj-world-conflicts

Python/Pandas project to data munge world civil conflict data

pandas python

Last synced: 11 May 2026

https://github.com/ejw-data/proj-nfl-etl

ETL project where multiple data sources were data munged and merged into a PostgresSQL database

etl pandas postgresql python

Last synced: 05 May 2026

https://github.com/ejw-data/svg-animation-logo

Example of how an svg graphic can be used to make an animated graphic

svg

Last synced: 17 Feb 2026

https://github.com/ejw-data/webdev-gitgraph-career

Testing the capabilities of the gitgraph.js library. The library is very customizable and has potential to have diagrams dynamically generated by restructuring the data.

gitgraph javascript

Last synced: 29 Oct 2025