{"id":13305603,"url":"https://github.com/abednarz210/State_of_Survival-","last_synced_at":"2025-03-10T13:32:01.842Z","repository":{"id":228508479,"uuid":"431312028","full_name":"abednarz210/State_of_Survival-","owner":"abednarz210","description":"Team project to perform ETL on Kaggle dataset to analyze and predict life expectancy by state and present findings. 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Gender?\n* Were there any noticeable increases clustered in an area? \n* Did any region experience a decrease of life expectancy? \n\n\n\n\n**Data Clean Up**\n\n* Examined data from 2001 -2011 for physical activity and obesity rates, as well as life expectancy from 1985-2010.\n* Sorted states by averages per counties to examine trends for changes in life expectancy to create heat map. \n* Graphics created by regions, state, counties, and gender. \n\n\n\n\n**Overall US Life Expectancy** \n\n* Both genders life expectancy increased \n* Increase in males by 5.2 years, females had an increase of 3 years. \n\n\n**Physical Activity and Obesity Prevalence Average in the US**\n\nDue to the similar rates of increase in obesity prevalence and physical activity prevalence among the regions, the linear regression indicates there is no strong\ncorrelation between the two data points.\n\n\n**Conclusion/ Findings** \n\n* Moving from the southwest to the northeast could add almost 2 years to your life. \n* While both life expectancy and physical activity increased, obesity also increased nationwide.\n* Don’t move to Oklahoma. \n\n\n\n**Data Limitations**\n \n* Life Expectancy data was from  1985- 2010\n* Physical and Obesity 2001- 2011 \n* Modern Medicine most likely contributed to higher life expectancy\n\n\n**Sources**\n(http://www.healthdata.org/)\n(https://simplemaps.com/data/us-counties)\n\n\n\n**Final Presentation**\n(https://docs.google.com/presentation/d/1QjBsSOIbkLeH1M9UeD2AW_zI5XcNzgZ_HP-N9yrk7sI/edit?usp=sharing)\n\nContributing Group Memebers:  Amy Bednarz, Taylor Lyons, Matthew Villarreal, and Dillon Carter\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabednarz210%2FState_of_Survival-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabednarz210%2FState_of_Survival-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabednarz210%2FState_of_Survival-/lists"}