Course # 30550 Day(s) M- W Time(s) 1:30 PM - 2:50 PM Term Fall 2017 Specialization Data Analytics Syllabus Syllabus The past decade has witnessed an explosion in the collection of ‘big data,’ and the sophistication and accessibility of the tools required to analyze those data. This has spurred government agencies and policy analysts to embrace novel, data-driven approaches to policy creation and evaluation. This is an introductory course in programming and data analysis for public policy students with no prior coding experience; it is the first in Harris’s new data science sequence. It is for anyone who wants to gather, explore, and share raw quantitative data – or work with others who do. The course has three goals: (1) We will first introduce students to the tools required to write and share code: text editors, the command line, the python shell, and version control (git). (2) Students will be asked to "think algorithmically," translating self-contained questions into python programs. We will cover the fundamentals of the language including types, control, functions, input/output, and scripts. We will touch on debugging and (time-permitting) computability. (3) We will then cover tools and recipes for retrieving, cleaning, visualizing, and analyzing data. Data science libraries: manipulating data with pandas, plotting with matplotlib and plotly, and running basic statistical and geographical analysis (GIS). The pandas structures resemble R, and are a useful groundwork for the second course in this series. Relational databases (SQL): selecting and aggregating data from databases. Web scraping and APIs: how to retrieve and use public data from the web. Ultimately, students should be comfortable using what they’ve learned in further Harris/Chicago courses in programming and statistics (incl. Policy Lab) – and in research after leaving Harris. They should be confident independently finding and exploring new packages for those projects. They should know enough to productively collaborate on projects with engineers, and understand the potential of such work. Recent News More news Alumni Profile: Eloísa Ávila-Uribe, MACRM’23 Fri., April 26, 2024 Ariel Kalil: Multigenerational households are key to better support for kids of single mothers Thu., April 25, 2024 America is uniquely ill-suited to handle a falling population Wed., April 24, 2024 Upcoming Events More events SDG (Sustainable Development Goals) Challenge Program for High School Students: Navigating US College Admissions with Ranjan Daniels Mon., April 29, 2024 | 8:00 AM Data & Policy Summer Scholar (DPSS) Roundtable with Alumni Mon., April 29, 2024 | 7:30 PM Harris Evening Master's Program Class Visit—Economic Analysis III: Public Finance and Budgeting With Professor Justin Marlowe Tue., April 30, 2024 | 5:45 PM Convene 311 West Monroe St. 2nd Floor Reception Chicago, IL 60606 United States
November 14, 2022 Harris Evening Master's Program Class Visit: Analytical Politics II - Politics and Policy Making with Professor Chris Berry