Name: Anemia Types Classification
Creator: Kaggle
License: https://www.apache.org/licenses/

About this Dataset

Anemia Types Classification

CBC data labeled with the diagnosis of Anemia type, The data collected among several CBCs data and diagnosed manually

Data Dictionary:

HGB: The amount of hemoglobin in the blood, crucial for oxygen transport.
PlT: The number of platelets in the blood, involved in blood clotting.
WBC: The count of white blood cells, vital for immune response.
RBC: The count of red blood cells, responsible for oxygen transport.
MCV (Mean Corpuscular Volume): Average volume of a single red blood cell.
MCH (Mean Corpuscular Hemoglobin): Average amount of hemoglobin per red blood cell.
MCHC (Mean Corpuscular Hemoglobin Concentration): Average concentration of hemoglobin in red blood cells.
PDW: a measurement of the variability in platelet size distribution in the blood
PCT: A procalcitonin test can help your health care provider diagnose if you have sepsis from a bacterial infection or if you have a high risk of developing sepsis
Diagnosis: Anemia type based on the CBC parameters

Tables

Diagnosed Cbc Data V4

@kaggle.ehababoelnaga_anemia_types_classification.diagnosed_cbc_data_v4

34.95 kB
1,281 rows
15 columns

CREATE TABLE diagnosed_cbc_data_v4 (
  "wbc" DOUBLE,
  "lymp" DOUBLE,
  "neutp" DOUBLE,
  "lymn" DOUBLE,
  "neutn" DOUBLE,
  "rbc" DOUBLE,
  "hgb" DOUBLE,
  "hct" DOUBLE,
  "mcv" DOUBLE,
  "mch" DOUBLE,
  "mchc" DOUBLE,
  "plt" DOUBLE,
  "pdw" DOUBLE,
  "pct" DOUBLE,
  "diagnosis" VARCHAR
);