musa-550-fall-2022 Goto Github PK

course-materials

Course materials for MUSA 550 in fall 2022

covid-stats-bot

Example Twitter bot that tweets out Philadelphia latest COVID case count from @PennMUSA550

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

final-project-1

github-pages-single-page-starter

A template for including data visualizations in a Jekyll-powered single-page blog with Github Pages

github-pages-starter

A template for including data visualizations in a Jekyll-powered blog with Github Pages.

musa-550-fall-2022.github.io

Code behind the fall 2022 course website for MUSA 550: Geospatial Data Science in Python

panel-heroku-example

Deploying a panel app to Heroku using Docker

philadelphia-shootings-app

A Panel-based dashboard showing recent shootings in Philadelphia using Altair, Folium, and Hvplot

the-success-of-a-movie

week-1

Exploratory Data Science in Python

week-10

Clustering analysis in Python

week-11

Predictive Modeling Part 1: Home Prices in Philadelphia

week-12

About About Predictive Modeling Part 2: Predicting Bikeshare Demand Topics Resources

week-13

From Notebooks to the Web: Github Pages, Web Servers, and Dash

week-14

Dashboarding with Panel and the Holoviz Ecosystem

week-2

Data Visualization Fundamentals

week-3

Geospatial Data Analysis and GeoPandas

week-4

More Interactive Data Viz, Working with Raster Data

week-5

Getting Data Part 1: Working with APIs

week-6

Getting Data Part 2: Web Scraping

week-7

Analyzing and Visualizing Large Datasets

week-8

Advanced Raster Data Science

week-9

OpenStreetMap, Urban Networks, and Interactive Web Maps