ICUAdmissions: Intensive Care Unit Admissions

In Lock5withR: Datasets for 'Statistics: Unlocking the Power of Data'

Description

data from patients admitted to an intensive care unit

Format

A data frame with 200 observations on the following 21 variables.

• ID Patient ID number

• status Patient status: Lived or Died

• Status numerical code for Status

• Age Patient's age (in years)

• sex Male or Female

• Sex numerical code for sex

• race Patient's race: White, Black, or Other

• Race numerical code for race

• service Type of service: Medical or Surgical

• Service numerical code for service

• cancer Is cancer involved? No or Yes

• Cancer Is cancer involved? 0 or 1

• renal Is chronic renal failure involved? No or Yes

• Renal Is chronic renal failure involved? 0 or 1

• infection Is infection involved? No or Yes

• Infection Is infection involved? 0 or 1

• cpr Patient gets CPR prior to admission? No or Yes

• CPR Patient gets CPR prior to admission? 0 or 1

• Systolic Systolic blood pressure (in mm of Hg)

• HeartRate Pulse rate (beats per minute)

• previous Previous admission to ICU wihtin 6 months? No or Yes

• Previous Previous admission to ICU wihtin 6 months? 0 or 1

• type Admission type: Elective or Emergency

• Type Admission type: 0 or 1

• fracture Fractured bone involved? No or Yes

• Fracture Fractured bone involved? 0 or 1

• pO2 Partial oxygen level from blood gases under 60? No or Yes

• PO2 Partial oxygen level from blood gases under 60? 0 or 1

• pHlow pH from blood gas under 7.25? No or Yes

• pH pH from blood gas under or over 7.25? Low or Hi

• PH pH from blood gas under or over 7.25? 0 or 1

• pCO2hi Partial carbon dioxide level from blood gas over 45? No or Yes

• pCO2 Partial carbon dioxide level from blood gas over or under 45? Low or Hi

• PCO2 Partial carbon dioxide level from blood gas over or under 45? 0 or 1

• bicarbonateLow Bicarbonate from blood gas under 18? No or Yes

• bicarbonate Bicarbonate from blood gas under or over 18? Low or Hi

• Bicarbonate Bicarbonate from blood gas under or over 18? 0 or 1

• creatinineHi Creatinine from blood gas over 2.0? No or Yes

• creatinine Creatinine from blood gas over or under 2.0? Low or Hi

• Creatinine Creatinine from blood gas over or under 2.0? 0 or 1

• consciousness Levels: Conscious, Deep Stupor, or Coma

• Consciousness Levels: 0, 1, or 2

Details

Data from a sample of 200 patients following admission to an adult intensive care unit (ICU).

Source

DASL dataset downloaded from http://lib.stat.cmu.edu/DASL/Datafiles/ICU.html

Examples

data(ICUAdmissions)

Lock5withR documentation built on May 2, 2019, 3:43 p.m.