Cancer Probabilities.zip
Purpose: The dataset is designed to explore the potential relationship between lifestyle habits and the probability of developing cancer.
Variables:
Sr No.: A unique identifier for each observation. Smoking Habit: Categorizes individuals based on their smoking frequency (e.g., Heavy, Moderate, Occasional, None). Drinking Habit: Categorizes individuals based on their alcohol consumption frequency (e.g., Frequent, Occasional, None). Biking Habit: Measures the frequency of biking activity (e.g., High, Medium, Low). Walking Habit: Measures the frequency of walking activity (e.g., High, Medium, Low). Jogging Habit: Measures the frequency of jogging activity (e.g., High, Medium, Low). Probability of Cancer: A numerical value representing the estimated likelihood of developing cancer, ranging from 0 to 1. Assumptions:
The dataset assumes a causal relationship between lifestyle habits and cancer risk. However, correlation does not necessarily imply causation, and other factors may influence cancer development. The probability of cancer is a simplified representation and may vary based on individual factors, genetics, and environmental influences.
Potential Use Cases:
Exploratory Analysis: To identify potential correlations between lifestyle habits and cancer risk. Predictive Modeling: To build models that predict the probability of cancer based on lifestyle factors. Public Health Initiatives: To inform public health campaigns and interventions aimed at promoting healthy lifestyles and reducing cancer risk.
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Additional Information
| Field | Value |
|---|---|
| Data last updated | 8 October 2024 |
| Metadata last updated | 8 October 2024 |
| Created | 8 October 2024 |
| Format | ZIP |
| License | Creative Commons Attribution |
| Datastore active | False |
| Has views | False |
| Id | aaba8ccd-76fc-4ccb-abb2-e66f40add753 |
| Mimetype | application/zip |
| Package id | b811929b-b01d-4a21-a9cb-e3775011d3f1 |
| Position | 0 |
| Size | 527 bytes |
| State | active |
| Url type | upload |