In this project I am going to look inside the relationship between some variables and miles per gallon (MPG) in the mtcars dataset. The purpose of this is to answer the question whether the transmision method used by a car (Manual or Automatic) have real influence in the MPG that the car is able to give, all this based on the mtcars dataset.
The National Oceanic and Atmospheric Administration (NOAA) has a database of weather events that happened in the last 70 years. It is possible to find all kind of events and information on the impact on the public health and economics for each event that occurred. This database is very important to understand what happened and visualize which can be done to better distribute the economical resources among the states. In order to show what events are the most harmful to the economics and public health, is necessary to make an analysis of the database, making all the transformation that are needed to get to the best results. There will be some graphs to evidence which events are the harmful and they will be ordered to show the real relevance at the time of assign the efforts. I won't be giving any recommendation, but I will show the reality about the weather most dangerous events. R makes this work easier and totally reproducible with the help of the markdown language.