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How to determine MMR vaccination rate — from data preparation to model building
Hi guys!
In this article we are visiting how to predict school vaccination rates for MMR in the USA : the dataset is from kaggle.com and can be found here.
Quick facts about the data used :
– it contains measles vaccination rates for ~+46k school across the USA.
– the time period is 2018–2019 for most schools, except for 11 states fo which the time period is 2017–2018.
– 16 variables including the target variable “mmr” : INDEX, STATE, YEAR, NAME, TYPE, CITY, COUNTY, DISTRICT, ENROLL, MMR, OVERALL, XREL, XMED, XPEL, LAT & LNG.