1
Introduction
2
Preface
2.0.1
The original story
2.0.2
More stuff here?
2.1
Turning our question into measurables
2.1.1
Data: Potholes
2.1.2
Data: Number of minorities in a neighborhood
2.2
Combining our datasets
2.2.1
Merging Census data and pothole data
2.2.2
Performing the geocoding
2.3
Attaching tract data to our latitudes and longitudes
2.3.1
Joining attributes by location
2.4
Merging our datasets
2.5
Final prep for analysis
2.5.1
“The amount of minorities”
2.5.2
“How long it takes to fix potholes”
2.5.3
Removing missing data
2.6
Linear Regression
2.6.1
Correlation
2.6.2
Linear Regression
2.7
Alternative techniques
2.7.1
Binning
2.8
Adding income to our analysis
1
Introduction