alessandra-barbosa / life_expectancy_prediction

TCC - PUC Minas

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Prediction life expectancy

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Goals

The objective of this work is to carry out an exploratory analysis to identify the factors correlated to the reduction or increase in life expectancy and to identify a mathematical model that can be used to predict life expectancy.

Content

Data: world health agency and the united nations, IBGE data, Our World in Data organization and geolocation API.

Inspiration

The data-set aims to answer the following key questions:

  • Does various predicting factors which has been chosen initially really affect the Life expectancy?
  • What are the predicting variables actually affecting the life expectancy?
  • Should a country having a lower life expectancy value(<65) increase its healthcare expenditure in order to improve its average lifespan?
  • How does Infant and Adult mortality rates affect life expectancy?
  • Does Life Expectancy has positive or negative correlation with eating habits, lifestyle, exercise, smoking, drinking alcohol etc.
  • What is the impact of schooling on the lifespan of humans?
  • Does Life Expectancy have positive or negative relationship with drinking alcohol?
  • Do densely populated countries tend to have lower life expectancy?
  • What is the impact of Immunization coverage on life Expectancy?

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TCC - PUC Minas

License:MIT License


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