carmijh0 Goto Github PK
Name: James CarMichael
Type: User
Location: Nashville, TN
James CarMichael's Projects
1990_car_buying
Given the Consumer Reports “car90” 1990 data set, categorize each of the cars as green (a good purchase), yellow (a mediocre purchase), or red (a bad purchase) for an average American city-dweller (single with no kids, average height, income, etc.). The goal is to help consumers distill complex information and make a good decision.
chess_opening_analysis
Exploring chess game data pulled from lichess.org
cms_data_shiny_app
Data Question At its root, my motivation to explore this topic comes from the desire to explore the misaligned incentives of the modern, American healthcare system. More specifically, the Affordable Care Act’s MLR (medical loss ratio) effect on the rapidly changing landscape of the industry. How do price discrepancies between providers within similar markets highlight the lack of transparency experienced by all parties of the healthcare complex: consumers, providers, and insures?
exploration_of_earthquakes
An exploration of earthquakes data from 1900 to the present, scrapped from wikipedia using beautiful soup and mapped using geopandas.
metro_data
We were tasked by Robyn Mace (Nashville Metro's first data officer) to clean up and analyze the property standards violations data pulled from https://data.nashville.gov/, and then to correlate this information to existing city codes.
predicting_house_prices
Predicting house sale prices in Ames, Iowa using linear regression techniques
reimplementation_of_2016_cms_hospital_star_rating_methodology
Reimplementation of CMS hospital star rating methodology: which providers providers provide the best value-based care?
russian_twitter_trolls
Twitter released the screen names of about 3000 users who are thought to have been contacted with a Russian research agency. This notebook is a brief time series analysis of these trolls' tweets.
tn_irs_and_academic_data
Analysis in R of educational factors and how they may be impacted by income in TN.
un_data
Exploration of UN net migration and percent internet usage statistics.
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