Dataset Description

General Description

• Name : Diagnosis of COVID-19 and its clinical spectrum
• Detailed Description : This dataset contains anonymized data from patients seen at the Hospital Israelita Albert Einstein, at São Paulo, Brazil, and who had samples collected to perform the SARS-CoV-2 RT-PCR and additional laboratory tests during a visit to the hospital. All data were anonymized following the best international practices and recommendations. All clinical data were standardized to have a mean of zero and a unit standard deviation.
• Source : https://www.kaggle.com/einsteindata4u/covid19
• Dataset Size: 568KB
• Type of Dataset: csv
• Tags : natural and physical sciences, health, mathematics, covid19, classification, public safety, healthcare, medical facilities and services, public health, computer hardware, epidemiology
• Licence : Unknown
• Paper Published :None
• Task: COVID prediction
• URL to download: https://www.kaggle.com/einsteindata4u/covid19/download

Metadata

• RECORD ID
• Patients Identifiers
  • Age
• Disease Profile
  • Name : COVID-19
  • Region Affecting the body:Lungs(also affects other organs of the body by causing blood clots).
• Laboratory Test
  • Type of test
    • Blood test:Hematocrit,Hemoglobin,Platelets,Mean platelet volume ,Red blood Cells,Lymphocytes,Mean corpuscular haemoglobin concentration (MCHC),Leukocytes,Basophils,Mean corpuscular hemoglobin (MCH),Eosinophils,Mean corpuscular volume (MCV),Monocytes,Red blood cell distribution width (RDW),Serum Glucose,Neutrophils, Urea, Creatinine, Potassium, Sodium, Magnesium, Proteina C reativa mg/dL, Alanine transaminase, Metamyelocytes, Myelocytes, Myeloblasts, D-Dimer, Albumin.
    • Urine Test: pH, Hemoglobin, Bile pigments, Ketone Bodies, Nitrite, Density, Urobilinogen, Protein, Sugar, Leukocytes, Crystals, Red blood cells, Hyaline cylinders, Granular cylinders, Yeasts,Color, , Total Bilirubin,Direct Bilirubin,Indirect Bilirubin, Gamma-glutamyltransferase, Alkaline phosphatise, Ionized calcium .
    • Venous blood gas analysis: pCO2, Hb saturation , Base excess, pO2, Fio2, Total CO2, pH, HCO3
    • Arterial blood gas analysis: Hb saturation, pCO2, Base excess, pH, Total CO2, HCO3, pO2, Arteiral, Fio2, Phosphor, ctO2
    • Testing the presence of other viruses/flus:Respiratory Syncytial Virus, Influenza A, Influenza B, Parainfluenza, CoronavirusNL63, Rhinovirus/Enterovirus, Mycoplasma pneumonia, Coronavirus HKU1, Parainfluenza 3, Chlamydophila pneumonia, Adenovirus, Parainfluenza 4, Coronavirus229E, CoronavirusOC43, Inf A H1N1 2009, Bordetella pertussis, Metapneumovirus,Parainfluenza 2, Influenza B rapid test, Influenza A rapid test.
    • Other Parameters: Strepto A, Esterase Aspect, Partial thromboplastin time (PTT) , International normalized ratio (INR), Lactic Dehydrogenase, Prothrombin time (PT), Activity, Vitamin B12, Creatine phosphokinase (CPK), Ferritin, Arterial Lactic Acid, Lipase dosage,