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happiness-report-2021's Introduction

Happiness-Report-2021

  • This project explores the happiness report 2021 dataset from kaggle.
  • The objective is to derive key insights from the data into what makes people happy.

Methods

Exploratory data analysis is done through creating an interactive dashboard in Tableau.

  • The dashboard shows us that there is a linear relationship between ladder score and most of the features.
  • The relationships are explored further in regression models. Picture1

The modeling is done in Jupyter Notebook

  • using scikit-learn linear regression and random forests regression
  • pandas
  • numpy
  • seaborn for plotting

Results

gen-life

gen-money

gen-free

vimp

res

happiness-report-2021's People

Contributors

jenright15 avatar

Watchers

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