Penn MUSA 550: Fall 2022

All

25 repositories

covid-stats-bot
Public template
Example Twitter bot that tweets out Philadelphia latest COVID case count from @PennMUSA550
twitter-bot web-scraping covid-19 covid-data git-scraping
Python
•0•0•0•0•Updated Jan 27, 2023Jan 27, 2023
final-project
Public template
Description and materials for the final project
1•1•0•1•Updated Dec 22, 2022Dec 22, 2022
panel-heroku-example
Public template
Deploying a panel app to Heroku using Docker
Jupyter Notebook
•0•0•0•0•Updated Dec 21, 2022Dec 21, 2022
the-success-of-a-movie
Public
HTML
•0•0•0•0•Updated Dec 20, 2022Dec 20, 2022
musa-550-fall-2022.github.io
Public
Code behind the fall 2022 course website for MUSA 550: Geospatial Data Science in Python
HTML
•2•0•0•0•Updated Dec 12, 2022Dec 12, 2022
week-14
Public
Dashboarding with Panel and the Holoviz Ecosystem
Jupyter Notebook
•1•0•0•0•Updated Dec 12, 2022Dec 12, 2022
final-project-1
Public
JavaScript
•26•0•0•0•Updated Dec 7, 2022Dec 7, 2022
datashader-nyc-taxi-app
Public
A Panel-based dashboard visualizing NYC taxi trips with Datashader and Altair
python dashboard panel altair holoviews datashader holoviz
Jupyter Notebook
•0•0•0•0•Updated Dec 7, 2022Dec 7, 2022
philadelphia-shootings-app
Public template
A Panel-based dashboard showing recent shootings in Philadelphia using Altair, Folium, and Hvplot
python dashboard panel folium altair holoviews hvplot holoviz
Jupyter Notebook
•0•0•0•0•Updated Dec 7, 2022Dec 7, 2022
week-13
Public
From Notebooks to the Web: Github Pages, Web Servers, and Dash
Jupyter Notebook
•1•0•0•0•Updated Dec 7, 2022Dec 7, 2022
github-pages-starter
Public template
A template for including data visualizations in a Jekyll-powered blog with Github Pages.
HTML
•4•1•0•0•Updated Nov 30, 2022Nov 30, 2022
github-pages-single-page-starter
Public template
A template for including data visualizations in a Jekyll-powered single-page blog with Github Pages
HTML
•3•1•0•0•Updated Nov 30, 2022Nov 30, 2022
week-12
Public
About About Predictive Modeling Part 2: Predicting Bikeshare Demand Topics Resources
Jupyter Notebook
•2•0•0•0•Updated Nov 30, 2022Nov 30, 2022
week-11
Public
Predictive Modeling Part 1: Home Prices in Philadelphia
random-forest scikit-learn regression supervised-learning housing-prices
Jupyter Notebook
•2•0•0•0•Updated Nov 19, 2022Nov 19, 2022
week-10
Public
Clustering analysis in Python
scikit-learn sklearn dbscan kmeans-clustering
Jupyter Notebook
•2•0•0•0•Updated Nov 12, 2022Nov 12, 2022
week-9
Public
OpenStreetMap, Urban Networks, and Interactive Web Maps
openstreetmap networkx web-mapping folium amenities osmnx pandana
Jupyter Notebook
•2•1•0•0•Updated Nov 5, 2022Nov 5, 2022
week-8
Public
Advanced Raster Data Science
raster xarray rasterio earthml
Jupyter Notebook
•3•0•0•0•Updated Nov 2, 2022Nov 2, 2022
week-7
Public
Analyzing and Visualizing Large Datasets
Jupyter Notebook
•1•0•0•0•Updated Nov 2, 2022Nov 2, 2022
week-6
Public
Getting Data Part 2: Web Scraping
selenium web-scraping beautifulsoup css-selectors
Jupyter Notebook
•1•0•0•0•Updated Nov 2, 2022Nov 2, 2022
week-5
Public
Getting Data Part 1: Working with APIs
api sentiment-analysis twitter-api carto tweepy census-api census cenpy
Jupyter Notebook
•3•0•0•0•Updated Nov 2, 2022Nov 2, 2022
week-4
Public
More Interactive Data Viz, Working with Raster Data
raster xarray rasterio holoviews geoviews hvplot holoviz
Jupyter Notebook
•4•0•0•0•Updated Nov 2, 2022Nov 2, 2022
week-3
Public
Geospatial Data Analysis and GeoPandas
matplotlib geopandas python
Jupyter Notebook
•3•1•0•0•Updated Nov 2, 2022Nov 2, 2022
week-2
Public
Data Visualization Fundamentals
Jupyter Notebook
•1•0•0•0•Updated Nov 2, 2022Nov 2, 2022
week-1
Public
Exploratory Data Science in Python
python binder jupyter-notebook pandas binder-jupyter-notebook exploratory-data-science
Jupyter Notebook
•3•0•0•0•Updated Nov 2, 2022Nov 2, 2022
course-materials
Public
Course materials for MUSA 550 in fall 2022
0•1•0•0•Updated Nov 2, 2022Nov 2, 2022