Homework Assignments for PUI 2018

Completed by Zoe Martiniak

Principles of Urban Informatics, Fall 2018 class

@ New York University's Center for Urban Science & Progress Taught by Federica Bianco (https://github.com/fedhere)

Topics Covered in this Repo:

1. Bash commands

2. Cloning/Forking/Merging a classmate's GitHub repo

3. Pandas practice
   MTA API Key: Getting Bus Locations
   MTA API Key: Getting Bus Info

4. Distributions: Chi-squ, Normal, Poisson, Binomial, Raleigh

5. More Pandas
   SQL, CartoDB

6. Chi-Square Hypothesis Testing
   Citi-Bike

7. Geopandas, NYC PUMA, Choropleth, Spatial Joins/Aggregation

8. Citibike Hypothesis Testing

9. NYC Deli/Bodega Data Exploration, Visualization

10. Loglikelihood Ratio Test, Anscombe's Quartet, OLS
    Feature Engineering, Error Plotting

11. Timeseries Analysis, Event Detection, Periodicity, Trend Detection
    Data Visualization

12. Timeseries pt 2, Periodicity, Power Spectrum, K-Means Clustering
    Clustering: K-means, Agglomerative