Retrospective Health-data Analysis

Retrospective exploratory data analysis of intensive care unit health-data downloaded from kaggle.com already preprocessed by user @saurabhshahane.

NB: The data used is part of a whole data from MIMIC III original database.

Mainly R and

The Data

We load the libraries for reading and analyzing the data first.

library("reshape2")

# Load the tidyverse library for data manipulation and visualization
library('tidyverse')

Next we import the data.frame

# Import the data
health_rec <- read_csv('https://raw.githubusercontent.com/xrander/Health-data/master/Health_data.csv')

# Preview the first ten rows of the data
head(health_rec, n = 10)

Description of the Data

The MIMIC-III database is publicly a available critical care database containing de-identified data on 46520 patients and 58976 admissions to the ICU of the Beth Israel Deaconess Medical Center, Boston, USA between 2001 and 2008. The data used for this study is limited to a bit more than 1000 patient only.