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Word Prediction using Ngrams model
As JHU Data Science specialization capstone, we develop an Ngrams language model.
SwiftKey: Corpus Ngram Analysis
JHU Data Science Capstone Milestone report
My Shiny App: Titanic Survival
Shiny application as part of the data products course of JHU data science specialization.
Data Products: Plotly
Assignment 2 of the Data Products course of the JHU data science specialization.
DataProducts: Leaflet
This is an assignment of Data products course of JHU data science specialization.
The most damaging storm events in terms of population health and economic consequences
Storm events aren't rare in the US. They often occur across the states causing damage to both properties and people. We analyzed the storm data from the NOAA between years 1950 and 2011. The population health damage was based on a weighted sum of the fatalities and the injuries, while the economic consequences were estimated from the crop and property damage. In general, Tornadoes seem to be the most damaging natural event.