This is a repo for my work on Principle of Urban Informatics class.

HW2:
Visualization of NYPD Motor Vehicle Incidents
Visualization of NY Number of Injuries from Vehicle Injuries

HW3:
Hypothesis Test - Are men above age 45 are less likely than women above age 45 to ride a citi bike/ How is the new bus route for X8 improving commute times?

HW4:
Visualization of Histogrammed Distribution of Riders' Ages by Gender
Visualization of Cumulative Distribution of CitiBikee Riders' Ages by Gender
KS tests
Pearson's test for correlation
Spearman's test for correlation

HW5:
Visualizaion of CitiBike Age Distribution
Anderson Darling test
Gender Income Gap Analysis - it is estimated that women earn about 78% of men in the same job position. Can we test that on NYC income data?
Median income relation - OLS fit line and Analytical Solution fit line
Prediction

HW6:
If we have data on the energy consumed by a building how well does that relate to the number of units in the building?
Fit Model

HW9  
Time series of rides and the Fourier transformation

HW10:
Spatial Data Analysis
Spatial Visualizaion
Population Density / Monthly rides and the Moran Scatterplot
Hot and cot sopts
Summer and Wintwr Ride Spatial Lag Deciles

HW11:
Analysis of Number of Business in NYC
K-means Clustering
Time series and spatial vuisualization

EC Project:
Time series analysis of air pollution in main cities of China