Tim Kiely's repositories
scrape-instagram-by-location
R package to locate Instagram place IDs and retrieve metadata about posts from that area
spatially-conscious-ml-model
Demonstrates the use of spatial lag features to boost the accuracy of supervised machine learning models predicting real estate values. Published in SADA November 2019. Awarded 2018-19 Distinguished Thesis Award from Northwestern Masters of Data Science program
PSI_PLOT_R
Demonstration of creating a simple graphical report to represent a "Population Stability Index"
RE-monte-carlo-risk-modeling-v001
By simulating exit-year NOI and Cap Rate, we calculate a range of probable IRRs
st_make_hexagon_bins
Create hexagon bins as an sf MultiPolygon object to overlay an sf object
Efficient-density-clustering
Bleeding edge DensityCut algorithm applied to taxi rides in NYC
rooftop-bar-rev-vs-weather
What's more important for a rooftop bar, the weather, or the specials offered?
sales-transactions-clustering
POC to demonstrate clustering using sale transactions data for due diligence
scrape-nyc-taxi-data-public
Public mirror of NYC taxi data scrape program. Downloads Yellow, Green and Uber/other ride share data from TLC of New York, parse, clean, and load into AWS Redhshift and RDS Postgres
2016-14
Week 14 of 2016
adv-r
Advanced R programming: a book
choroplethrZip
Data and Visualization of US ZIP Codes
dbscan
Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package
Drone-Sightings
Script which creates the main drone-sightings visual and a GIF
geo-filtering-with-custom-shapefiles
FDIC bank deposits along East Fordham Road. An example of using getmap and mapview to quickly create custom shapefiles
golden-ratio-for-graphing
Use the golden ratio when deciding on figure sizes!
interpolating-MHI-data-using-loess
Example of interpolating missing data using a LOESS curve.
MSA-look-alike-analysis
Find core based statistical areas that look alike based on an arbitrary set of census variables
my-google-searches-in-wordclouds
Download, parse and analyze my own Google search history
nyc-taxi-data
Import public NYC taxi and Uber trip data into PostgreSQL / PostGIS database, analyze with R
predicting-nyc-tax-assessments
Predicting the likelihood of a tax assessment for buildings in NYC
timkiely.github.io
New github IO!