Repositories list

• github-pages-starter

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

  HTML

  •

  MIT License

  •6•1•0•10•Updated Dec 4, 2022Dec 4, 2022

• week-11

  Public
  Predictive Modeling Part 1: Home Prices in Philadelphia

  random-forestscikit-learnsupervised-learning+ 2housing-pricesregresssion

  Jupyter Notebook

  •3•0•0•0•Updated Nov 7, 2020Nov 7, 2020

• week-1

  Public
  Exploratory Data Science in Python

  binder-jupyter-notebookpythonpandas+ 2jupyter-notebooksexploratory-data-science

  Jupyter Notebook

  •5•3•0•0•Updated Aug 31, 2020Aug 31, 2020

• course-materials

  Public
  Course materials for MUSA 620 in Fall 2019

  14•26•0•0•Updated Aug 22, 2020Aug 22, 2020

• week-14

  Public
  Dashboarding with Panel and the Holoviz Ecosystem

  dashboardpanelfolium+ 7altairparamholoviewsdatashaderpyvizhvplotholoviz

  Jupyter Notebook

  •4•0•0•0•Updated Dec 7, 2019Dec 7, 2019

• week-13

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

  github-pagesflaskweb-app+ 2dashplotly-dash

  Jupyter Notebook

  •3•0•0•0•Updated Dec 5, 2019Dec 5, 2019

• datashader-nyc-taxi-app

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

  pythondashboardpanel+ 5altairholoviewsdatashaderpyvizholoviz

  Jupyter Notebook

  •4•0•0•0•Updated Dec 5, 2019Dec 5, 2019

• philadelphia-shootings-app

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

  pythondashboardpanel+ 6foliumaltairholoviewspyvizhvplotholoviz

  Jupyter Notebook

  •3•2•0•0•Updated Dec 5, 2019Dec 5, 2019

• week-12

  Public
  Predictive Modeling Part 2: Predicting Bikeshare Demand

  Jupyter Notebook

  •3•0•0•0•Updated Nov 24, 2019Nov 24, 2019

• week-10

  Public
  Clustering analysis in Python

  scikit-learnsklearnkmeans-clustering+ 1dbscan-clustering

  Jupyter Notebook

  •3•0•0•0•Updated Nov 9, 2019Nov 9, 2019

• week-9

  Public
  OpenStreetMap, Urban Networks, and Interactive Web Maps

  openstreetmapnetworkxweb-mapping+ 4foliumamenitiesosmnxpandana

  Jupyter Notebook

  •2•0•0•0•Updated Nov 3, 2019Nov 3, 2019

• final-project

  Public
  Description and materials for the final project (due by 5pm on Monday, December 16th)

  1•0•0•0•Updated Nov 1, 2019Nov 1, 2019

• week-8

  Public
  Advanced Raster Data Science

  rasterxarrayrasterio+ 2earthmlholoviz

  Jupyter Notebook

  •2•1•0•0•Updated Oct 26, 2019Oct 26, 2019

• week-7

  Public
  Analyzing and Visualizing Large Datasets

  daskintakeholoviews+ 2datashadergeoviews

  Jupyter Notebook

  •2•1•0•0•Updated Oct 19, 2019Oct 19, 2019

• week-6

  Public
  Getting Data Part 2: Web Scraping

  seleniumcss-selectorweb-scraping+ 1beautifulsoup

  Jupyter Notebook

  •2•1•0•0•Updated Oct 14, 2019Oct 14, 2019

• week-5

  Public
  Getting Data Part 1: Working with APIs

  sentiment-analysistwitter-apicarto+ 4apistweepycensustextblob

  Jupyter Notebook

  •2•0•0•0•Updated Sep 27, 2019Sep 27, 2019

• week-4

  Public
  More Interactive Data Viz, Working with Raster Data

  rasterxarrayrasterio+ 4holoviewsgeoviewshvplotholoviz

  Jupyter Notebook

  •3•0•0•0•Updated Sep 24, 2019Sep 24, 2019

• week-3

  Public
  Geospatial Data Analysis and GeoPandas

  pythonmatplotlibgeopandas+ 1cartopy

  Jupyter Notebook

  •5•2•0•0•Updated Sep 17, 2019Sep 17, 2019

• week-2

  Public
  Data Visualization Fundamentals

  pythondata-visualizationseaborn+ 2matplotlibaltair

  Jupyter Notebook

  •3•0•0•0•Updated Sep 7, 2019Sep 7, 2019