Dan Ovadia's repositories
youtube-channel-analysis
Generate and plot a graph of YouTube channels by crawling over featured channels. Using NetworkX, Plotly, and Dash for analysis and interaction; YouTube Data API v3 for data collection, and; GCP to host using app-engine.
covid-hotspots
Coronavirus dashboard using data from the NYT and the Atlantic. The dashboard is deployed to Heroku using Dash and Plotly. The data are processed daily using GCP Cloud Functions and hosted on Google Cloud Storage.
DanOvad.github.io
Portfolio Page to present projects and blogs
US-wildfire-causes
Predicting the cause of wildfires using data from the Fire Protection Agency Fire Occurrence Dataset. Determining natural vs human caused fires. Used a KNN classifier, with 92% accuracy with a baseline of around 80%.
Ames-Housing
This repo is intended to be a simple modeling example to test model organization. The premise is to order a modeling pipeline into 4 categories: (1) cleaning, (2) feature engineering, (3) modeling, (4) evaluation.
california-coronavirus-data
The Los Angeles Times' independent tally of coronavirus cases in California.
conways-game-of-life
Playing around with Conway's Game of Life using numpy and matplotlib. Generated GIFs using matplotlib animation.
covid-19
A collection of work related to COVID-19
GitHub-network-analysis
Using GitHub API v3 and pyGitHub to retrieve data and generate a network graph of users based on other followings/followers.
reddit-nlp
NLP classification problem between r/datascience and r/machinelearning
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS