This project is also deployed at: https://bogordon86.github.io/FluTracker/
This document contains the Summary and Key Planning notes for Team FluTraker Project 1. Team Members:
- Ben Gordon
- Joe Lee
- Lee Hughes
- Initial Data Source Research Internal Review: 12/18 Monday
- Data Retrievel Finalized. Cleansing Review: 12/23 Saturday
- Visualization Renderings. Findings Review: 1/3 Wednesday
- Presentation Contributions Due: 1/6 Saturday
- Presentation Due: 1/8 Monday
Objective: Investigate historical Per-Capita Flu Outbreaks against the following possible datasets/drivers:
- Weather influencers
- Travel - Air
- Travel - Highway
- Vaccination History
The team will bring data into the code folder. CSV files, if required will be stored in code/data.
Separate python files can contain exploration of each dataset. The team will review each others findings through by reviewing the code.
- Flu Incidents (Joe)
- Population (Lee)
- Weather (Ben)
- Highway Travel (Joe)
- Air Travel (Lee)
- Vaccination (Ben)
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Weather highly correlated to influenza incidents
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Vaccinations in 2015 seemed to be more effective than that of 2016
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Air travel during times of influenza spikes show that passenger inflow/outflow counts are close to even.
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To see our main code for cleanup and analysis click link below:
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https://github.com/giolee88/FluTracker/blob/master/Code/Flutracker_Plots.ipynb
*Here are the links to the PNG images of our plots:
- https://github.com/giolee88/FluTracker/blob/master/Code/AirTravelVSOutbreak.png
- https://github.com/giolee88/FluTracker/blob/master/Code/Flu_Incident.png
- https://github.com/giolee88/FluTracker/blob/master/Code/PrecipitationVSFluOutbreak.png
- https://github.com/giolee88/FluTracker/blob/master/Code/temp_leads_incidents.png
- https://github.com/giolee88/FluTracker/blob/master/Code/temp_vs_inc_6_wk_offset.png
- https://github.com/giolee88/FluTracker/blob/master/Code/temp_vs_incidents_offset_scatter.png
- https://github.com/giolee88/FluTracker/blob/master/Code/temp_vs_incidents_scatter.png
- https://github.com/giolee88/FluTracker/blob/master/Code/VaccineVSOutbreak.png
- Please click the link to see a powerpoint summary of our findings.
- https://github.com/giolee88/FluTracker/blob/master/Slide-Shows/Flu%20Tracker.pptx