This repo explores tweets trends such as:
- flu_vaccine_received
- flu_vaccine_received_relevant_intent_to_receive
- flu_vaccine_received_relevant_positive_sentiment
- flu_vaccine_relevant
- flu_vaccine_relevant_intent_to_receive
This repo also juxtaposes them with vaccination trends provided by HHS.
- Download state wise /national data and try doing weekly predictions
- Benchmarked Prediction based on this years data for p weeks forward using data from the previous k weeks
- Just using previous k weeks of HHS data to predict n weeks forward in time
- Benchmark Prediction based on linear models just based on the HHS data
- Variations of the linear model to try:
- Combing last seasons data to predict this seasons data
- Normalizing data by state poppulation
* Add google trends data to prediction features
* Add twitter data to prediction features