Publications by Banabas Kariuki
DocumentHealthcare Cost Prediction Using Statistical Modeling
Project Proposal: Predictive Analytics for Healthcare Payment Systems Introduction Hello, my name is Banabas Kariuki, and I am a passionate advocate for the application of data science in healthcare. As part of the CIS 635 course under the guidance of Professor Dr. Bradford Dykes at Grand Valley State University, I have been focusing on lever...
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Exploring the Impact of Socioeconomic Factors on Healthcare Costs for Acute Myocardial Infarction (AMI) Across Different Geographical Regions
library("data.table") library("dplyr") ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:data.table': ## ## between, first, last ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, seteq...
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Report: Visualization and interpretation of Accidents in MI, NY, and OH
Interpretation and Visualization of the Accidents in Michigan, New York, and Ohio Column An Interactive Visualization Showing Accidents per Varying Weather Conditions Column Visualization of the Accidents per Month Using ‘geom_col’ Monthly Accidents in 2021 in MI, NY and OH Number of Accidents per Day in the Three States in Dec 2021 Vi...
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Exploring the Relationship Between Population and Accident Data in the US
Final Project: Exploring the Relationship Between Population and Accident Data in the US Hyreen Alice, Pujan Rijal, Banabas Kariuki 2022-12-12 # Loading the required package library(skimr) library(ggplot2) library(knitr) library(tidyverse) library(data.table) library(knitr) library(arrow) library(bench) library(haven) library(googleshe...
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Lab Test1
library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ── ## ✔ ggplot2 3.4.0 ✔ purrr 1.0.1 ## ✔ tibble 3.1.8 ✔ dplyr 1.0.10 ## ✔ tidyr 1.2.1 ✔ stringr 1.5.0 ## ✔ readr 2.1.3 ...
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Knowledge Discovery and Data Mining
#Loading Packages library(datasets) library(caret) ## Loading required package: ggplot2 ## Loading required package: lattice library(rpart) library(class) library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ## ─�...
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