Penn MUSA 620: Fall 2019
Course Materials for MUSA 620: Geospatial Data Science in Python for Fall 2019
Pinned Repositories
course-materials
Course materials for MUSA 620 in Fall 2019
datashader-nyc-taxi-app
A Panel-based dashboard visualizing NYC taxi trips with Datashader and Altair
final-project
Description and materials for the final project (due by 5pm on Monday, December 16th)
github-pages-starter
A template for including data visualizations in a Jekyll-powered blog with Github Pages.
philadelphia-shootings-app
A Panel-based dashboard showing recent shootings in Philadelphia using Altair, Folium, and Hvplot
week-1
Exploratory Data Science in Python
week-14
Dashboarding with Panel and the Holoviz Ecosystem
week-3
Geospatial Data Analysis and GeoPandas
week-6
Getting Data Part 2: Web Scraping
week-7
Analyzing and Visualizing Large Datasets
Penn MUSA 620: Fall 2019's Repositories
MUSA-620-Fall-2019/course-materials
Course materials for MUSA 620 in Fall 2019
MUSA-620-Fall-2019/week-1
Exploratory Data Science in Python
MUSA-620-Fall-2019/philadelphia-shootings-app
A Panel-based dashboard showing recent shootings in Philadelphia using Altair, Folium, and Hvplot
MUSA-620-Fall-2019/week-3
Geospatial Data Analysis and GeoPandas
MUSA-620-Fall-2019/github-pages-starter
A template for including data visualizations in a Jekyll-powered blog with Github Pages.
MUSA-620-Fall-2019/week-6
Getting Data Part 2: Web Scraping
MUSA-620-Fall-2019/week-7
Analyzing and Visualizing Large Datasets
MUSA-620-Fall-2019/week-8
Advanced Raster Data Science
MUSA-620-Fall-2019/datashader-nyc-taxi-app
A Panel-based dashboard visualizing NYC taxi trips with Datashader and Altair
MUSA-620-Fall-2019/final-project
Description and materials for the final project (due by 5pm on Monday, December 16th)
MUSA-620-Fall-2019/week-14
Dashboarding with Panel and the Holoviz Ecosystem
MUSA-620-Fall-2019/week-10
Clustering analysis in Python
MUSA-620-Fall-2019/week-11
Predictive Modeling Part 1: Home Prices in Philadelphia
MUSA-620-Fall-2019/week-12
Predictive Modeling Part 2: Predicting Bikeshare Demand
MUSA-620-Fall-2019/week-13
From Notebooks to the Web: Github Pages, Web Servers, and Dash
MUSA-620-Fall-2019/week-2
Data Visualization Fundamentals
MUSA-620-Fall-2019/week-4
More Interactive Data Viz, Working with Raster Data
MUSA-620-Fall-2019/week-5
Getting Data Part 1: Working with APIs
MUSA-620-Fall-2019/week-9
OpenStreetMap, Urban Networks, and Interactive Web Maps