Name: Lung Cancer Prediction
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Lung Cancer Prediction

Dataset Description:

This synthetic dataset provides detailed information on lung cancer patients, covering demographic attributes, medical history, treatment specifics, and survival outcomes. Although generated synthetically, the dataset closely mirrors real-world scenarios encountered in clinical settings, making it suitable for predictive modeling, prognosis assessment, and treatment efficacy analysis in lung cancer research.

Tables

Lung Cancer Data

@kaggle.rashadrmammadov_lung_cancer_prediction.lung_cancer_data

4.1 MB
23,658 rows
38 columns

CREATE TABLE lung_cancer_data (
  "patient_id" VARCHAR,
  "age" BIGINT,
  "gender" VARCHAR,
  "smoking_history" VARCHAR,
  "tumor_size_mm" DOUBLE,
  "tumor_location" VARCHAR,
  "stage" VARCHAR,
  "treatment" VARCHAR,
  "survival_months" BIGINT,
  "ethnicity" VARCHAR,
  "insurance_type" VARCHAR,
  "family_history" VARCHAR,
  "comorbidity_diabetes" VARCHAR,
  "comorbidity_hypertension" VARCHAR,
  "comorbidity_heart_disease" VARCHAR,
  "comorbidity_chronic_lung_disease" VARCHAR,
  "comorbidity_kidney_disease" VARCHAR,
  "comorbidity_autoimmune_disease" VARCHAR,
  "comorbidity_other" VARCHAR,
  "performance_status" BIGINT,
  "blood_pressure_systolic" BIGINT,
  "blood_pressure_diastolic" BIGINT,
  "blood_pressure_pulse" BIGINT,
  "hemoglobin_level" DOUBLE,
  "white_blood_cell_count" DOUBLE,
  "platelet_count" DOUBLE,
  "albumin_level" DOUBLE,
  "alkaline_phosphatase_level" DOUBLE,
  "alanine_aminotransferase_level" DOUBLE,
  "aspartate_aminotransferase_level" DOUBLE,
  "creatinine_level" DOUBLE,
  "ldh_level" DOUBLE,
  "calcium_level" DOUBLE,
  "phosphorus_level" DOUBLE,
  "glucose_level" DOUBLE,
  "potassium_level" DOUBLE,
  "sodium_level" DOUBLE,
  "smoking_pack_years" DOUBLE
);