# Datawiz 2022 Round 1 — Data

来源：https://www.kaggle.com/competitions/datawiz-2022-r1/data

采集时间：2026-10-24T09:21:02Z

In the dataset provided, you have been given all the data needed for assessing a patient's condition.
You will be required to predict the **Tumor Stage** of a particular patient.

## File Descriptions

*   **r1_train.csv** - the training set
*   **r1_test.csv** - the test set
*   **sample_solution.csv** - a sample submission file in the correct format

## Data Fields

*   Patient ID: A unique identification number assigned to every patient.
*   Sample ID: The identification for samples collected from a particular patient.
*   Tumor Stage: The stage of cancer the tumor is in.
*   Type of Cancer: The type of cancer which the patient is suffering from.
*   Verbose Type of Cancer: The type of cancer, including any subtypes, which the patient is suffering from.
*   Sample Coverage: A measure of reliability of the sample taken.
*   Patient Age: At what age the patient was diagnosed with cancer. 
*   Number of Samples per Patient: The number of samples that were taken from a patient.
*   DNA Input: A metric calculated by sequencing the DNA of the patient and using research-based results to assess the severity of the cancer.
*   Mutation Count: The number of Mutations observed in the patient’s cancer.
*   Sample Type: The type of sample taken from the patient.
*   Gender: Gender of the patient.
*   Alcohol/Tobacco Consumption: Whether the patient consumed alcohol or tobacco.
*   Specimen Preservation Type: The kind of preservation used to store the sample.
*   Specimen Type: The type of specimen taken from the patient.
*   TMB (nonsynonymous): The tumor mutation burden is the number of mutations in the cancer determined by next-*   generation gene-sequencing techniques.
*   Anti Raster Probability: A measure of probability of response to given treatment.
*   Oligo-Bertrand Symptoms: Set of symptoms for cancer stages as stated by Dr. Bertrand et al. in their research paper of 2014.
*   Treatment: The form of treatment the patient is undergoing.
*   Tumor Purity: The purity of the tumor present in the patient.
*   OLPG Rate: The measure of coherence to Oligo-Bertrand Symptoms.