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.

Lauks	Vērtība
Data last updated	2024. gada 8. oktobris
Metadata last updated	2024. gada 8. oktobris
Izveidots	2024. gada 8. oktobris
Formāts	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 baiti
State	active
Url type	upload

Cancer Probabilities.zip

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