musa-550-fall-2023 Goto Github PK

.github

Set up profile for MUSA 550

assignment-1

Starter code and materials for the first homework assignment

assignment-2

Starter code and materials for the 2nd homework assignment

assignment-3

Starter code and materials for the third homework assignment

assignment-4

Starter code and materials for the fourth homework assignment

assignment-5

Starter code and materials for the 5th homework assignment

assignment-6

Starter code and materials for the 6th homework assignment

datashader-nyc-taxi-app

A Panel-based dashboard visualizing NYC taxi trips with Datashader and Altair

exploring-digital-equity

final-project

Description and materials for the final project

final-project-proposal

Template repository for submitting the proposal for the final project

musa-550-fall-2023.github.io

Website for UPenn's MUSA 550: Geospatial Data Science in Python, built with Python + Quarto

philadelphia-shootings-app

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

python-environment

Python environment for MUSA 550 in fall 2023

quarto-website-template

A template repository for creating a Quarto website

week-1

Exploratory Data Science in Python

week-10

From Notebooks to the Web: Panel Dashboards

week-11

Clustering Analysis in Python

week-12

Predictive modeling with scikit-learn

week-13

Predictive modeling with sckit-learn, part 2

week-14

Case Study: Advanced Raster Analysis

week-2

Data Visualization Fundamentals

week-3

More Interactive Data Viz, Intro to Vector Data & GeoPandas

week-4

Geospatial Analysis & Mapping

week-5

More Geospatial Analysis: Street Networks and Raster Data

week-6

Getting Data, Part 1: Web Scraping

week-7

Getting Data, Part 2: Working with APIs

week-8

Analyzing and Visualizing Large Datasets

week-9

From Notebooks to the Web: Part 1