cwczarnik / refugee_study Goto Github PK

Using Multiple Datasets from UNHRC

ALso from a kaggle competion using WRAPS Data.

My goal is to see trends in the time series of each country of origin as well as study the time series results of country of asylum.

I'm using autocorrelation and LSTM's to predict the time series events for future refugee numbers.

Included and hopefully enriching is the CIA factbook from here.

Questions and areas I'm exploring:

Top countries of origin for Refugees that come to the U.S.

The most type of displaced person population and hat are these population trends like in the U.S.

How has the number of refugees/displaced persons changed over the last 50 or more years?

Overall Trends worldwide?

My goal is to add as many population features as I can for each country to paint a better picture of what's going on in the United states and elsewhere.

This notebook is the main and basic exploration of the data, the others are useful projects as well that I'm iterating on. In this notebook there are plots of time series as well as maps of country of origin and population counts.