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The for-profit sector has embraced data and analytics as a means to increase efficiency and grow the bottom line. The government and non-profit sectors are next in line. The Master of Urban Spatial Analytics is a one year graduate program that teaches students how to use spatial analysis and data science to address the most pressing public policy and city planning conundrums of our day. We are teaching the next generation of civic technologists. The one-year MUSA program combines coursework on GIS, spatial analysis, data science, statistics, R and python programming, data visualization and web-based mapping with world-class urban content coursework from across the University of Pennsylvania. The program is administered jointly by PennDesign and the Penn Institute for Urban Research.

For more information on the program contact the MUSA Program Director, Ken Steif, or the MUSA Program Coordinator at the Penn Institute for Urban Research, Laura Barron.

  • Five courses in spatial analysis and GIS
  • Two courses in a selected urban content area
  • TYR Backpack White Alliance Alliance TYR Royal 74wBHdcq
  • Col47 Harris Square Authentic Handbags LB1005 Authentic Col47 LB1005 Tweed Ladies Handbags Harris Ladies Square Tweed One elective course
  • One capstone project course

Prerequisites

Having some basic familiarity with GIS and related software is helpful but we do offer a GIS BootcampHarris Handbags Col47 Handbags Authentic Harris Ladies Tweed Ladies Tweed Square LB1005 Authentic LB1005 Col47 Square  course right before the fall semester begins to help further prepare incoming students.

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