https://github.com/vatshayan/hospital-discharge-analysis

Analysis of Hospitalization Discharge Rates in Lake County, Illinois of various attributes like Anxiety, Alcohol, mood, Diabetes, Asthma, etc
https://github.com/vatshayan/hospital-discharge-analysis

data-analysis data-visualization jupyter-notebook machine machine-learning machine-learning-algorithms scikit-learn

Last synced: 19 days ago
JSON representation

Analysis of Hospitalization Discharge Rates in Lake County, Illinois of various attributes like Anxiety, Alcohol, mood, Diabetes, Asthma, etc

• Host: GitHub
• URL: https://github.com/vatshayan/hospital-discharge-analysis
• Owner: Vatshayan
• Created: 2018-12-21T11:54:38.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2018-12-23T08:54:00.000Z (about 6 years ago)
• Last Synced: 2024-11-15T02:05:32.593Z (3 months ago)
• Topics: data-analysis, data-visualization, jupyter-notebook, machine, machine-learning, machine-learning-algorithms, scikit-learn
• Language: Jupyter Notebook
• Homepage: https://www.cse-projects.com
• Size: 30.3 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Hospital-Discharge-Analysis

Analysis of Hospitalization Discharge Rates in Lake County, Illinois of various attributes like Anxiety, Alcohol, mood, Diabetes, Asthma, etc 

Hospitalization Discharge Rates in Lake County, Illinois. Explanation of field attributes:

Anxiety Disorder - Anxiety disorders are characterized by excessive fear or stress that is difficult to control and negatively and substantially impacts daily functioning. This is a rate per 100,000.

Mood Disorder – Mood disorders are characterized by the elevation or lowering of a person's mood, such as depression or bipolar disorder. This is a rate per 100,000.

Alcohol Rehabilitation – Alcohol rehabilitation is a term for the medical and/or psychotherapeutic treatment for dependency on alcohol. This is a rate per 100,000.

Diabetes –  Diabetes is a chronic disease in which blood sugar (glucose) levels are above normal. This is a rate per 100,000.

Hypertension – Hypertension is a chronic disease in which blood pressure (the force of the blood flowing blood vessels) is consistently high. This is a rate per 100,000.

Asthma - Asthma is a condition in which airways narrow, swell, and produce extra mucus leading to difficulty in breathing. This is a rate per 100,000. 

Senior Falls Emergency Room Visit – Senior falls refers to individuals who are 65 years or older who have a fall and injure themselves. This is a rate per 100,000.

Hospital Discharges – Hospital discharge is defined as the release of a patient who has stayed at least one night in hospital. This is a rate per 100,000.

Mental Health Emergency Room Visit – Mental health conditions/ or mental illnesses refer to disorders generally characterized by dysregulation of mood, thought, and/or behavior. This is a rate per 100,000. 

Total Mental Health – Mental health conditions/ or mental illnesses refer to disorders generally characterized by dysregulation of mood, thought, and/or behavior. This is a rate per 100,000.

Total Ambulatory Care Sensitive Conditions – Ambulatory Care Sensitive Conditions (ACSCs) are defined as conditions where effective community care and case management can help prevent the need for hospital admission. This is a rate per 100,000.

Refrence - https://catalog.data.gov/dataset/hospitalization-discharge-rates-cee05