Cancer Probabilities - 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.

Champ	Valeur
Dernière modification de la donnée	8 octobre 2024
Dernière modification de la métadonnée	8 octobre 2024
Créé le	8 octobre 2024
Format	ZIP
Licence	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 octets
State	active
Url type	upload

Cancer Probabilities.zip

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