Skip to content

shreyaj1212/Influenza-Trends

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

26 Commits
.ipynb_checkpoints
.ipynb_checkpoints
 
 
Archives
Archives
 
 
CDCDat
CDCDat
 
 
NewCDCData
NewCDCData
 
 
Presentation
Presentation
 
 
flu_annotations
flu_annotations
 
 
recentfludat
recentfludat
 
 
terms
terms
 
 
.gitattributes
.gitattributes
 
 
2003-2015dat.csv
2003-2015dat.csv
 
 
2015-2019dat.csv
2015-2019dat.csv
 
 
2020 Joining Search Term Data and Truth Data.ipynb
2020 Joining Search Term Data and Truth Data.ipynb
 
 
2020 Models 1.ipynb
2020 Models 1.ipynb
 
 
2020 Models Shift 1.ipynb
2020 Models Shift 1.ipynb
 
 
2020 Models Shift 2.ipynb
2020 Models Shift 2.ipynb
 
 
2020 Models Shift 3.ipynb
2020 Models Shift 3.ipynb
 
 
2020 Models.ipynb
2020 Models.ipynb
 
 
2020-consolidate-truth-and-term-data-script.py
2020-consolidate-truth-and-term-data-script.py
 
 
2020-create-full-dataset.py
2020-create-full-dataset.py
 
 
2020-make-terms-data.py
2020-make-terms-data.py
 
 
2020-obtain-truth-data.py
2020-obtain-truth-data.py
 
 
2020Consolidating Truth Data and Term Data.ipynb
2020Consolidating Truth Data and Term Data.ipynb
 
 
2020DataShift.ipynb
2020DataShift.ipynb
 
 
2020shiftedByOneWeek.csv
2020shiftedByOneWeek.csv
 
 
2020shiftedByThreeWeeks.csv
2020shiftedByThreeWeeks.csv
 
 
2020shiftedByTwoWeeks.csv
2020shiftedByTwoWeeks.csv
 
 
Calc Stats.ipynb
Calc Stats.ipynb
 
 
Final Graphs.ipynb
Final Graphs.ipynb
 
 
Final.ipynb
Final.ipynb
 
 
Plots.ipynb
Plots.ipynb
 
 
Pytrends.ipynb
Pytrends.ipynb
 
 
README.md
README.md
 
 
Screen Shot 2020-04-14 at 3.40.22 PM.png
Screen Shot 2020-04-14 at 3.40.22 PM.png
 
 
Screen Shot 2020-04-14 at 5.44.47 PM.png
Screen Shot 2020-04-14 at 5.44.47 PM.png
 
 
Screen Shot 2020-04-14 at 7.12.45 PM.png
Screen Shot 2020-04-14 at 7.12.45 PM.png
 
 
Screen Shot 2020-04-14 at 7.16.58 PM.png
Screen Shot 2020-04-14 at 7.16.58 PM.png
 
 
Screen Shot 2020-04-14 at 7.17.43 PM.png
Screen Shot 2020-04-14 at 7.17.43 PM.png
 
 
Trying to work with tricky data set.ipynb
Trying to work with tricky data set.ipynb
 
 
Untitled.ipynb
Untitled.ipynb
 
 
_config.yml
_config.yml
 
 
allvariables.csv
allvariables.csv
 
 
allvariables2.csv
allvariables2.csv
 
 
consolidating truth dat.ipynb
consolidating truth dat.ipynb
 
 
d.png
d.png
 
 
final_truth_dat.csv
final_truth_dat.csv
 
 
flu_vaccine.csv
flu_vaccine.csv
 
 
flu_vaccine.json
flu_vaccine.json
 
 
fulldataset2020.csv
fulldataset2020.csv
 
 
generating_graphs.py
generating_graphs.py
 
 
line.py
line.py
 
 
searchterm_data_2020.csv
searchterm_data_2020.csv
 
 
shifted_data.csv
shifted_data.csv
 
 
truth_data_2020.csv
truth_data_2020.csv
 
 
weights.best2.hdf5
weights.best2.hdf5
 
 
x.csv
x.csv
 
 
y.csv
y.csv
 
 

Repository files navigation

Influenza Trends

Using Google Trends Data to predict what the coming flu season will look like in the United States 3 Weeks in advance.

Ended up with a 3% error.

With this project, I won 2nd Place in the Massachusetts State Science Fair and an Honorable Mention at the Massachusetts Region IV Science Fair.

Finalized predictive models are in 2020 Models Shift 3.ipynb

Here is a link to my further exlanations on YouTube: https://youtu.be/aV8ov9skv0o

About

Using Google Trends Data to predict what the coming flu season will look like.

shreyaj1212.github.io/Influenza-Trends/

Resources

Readme
Activity

Stars

5 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

 
 
 

Contributors

Languages