Accepts an n-gram and predicts the next word.

Duke statistics with R - Peer-graded Assignment: Data Analysis Project

The data set is comprised of 651 randomly sampled movies produced and released before 2016. Some of these variables are only there for informational purposes and do not make any sense to include in a statistical analysis. It is up to you to decide which variables are meaningful and which should be omitted. For example information in the the `actor1` through `actor5` variables was used to determine whether the movie casts an actor or actress who won a best actor or actress Oscar. You might also choose to omit certain observations or restructure some of the variables to make them suitable for answering your research questions. When you are fitting a model you should also be careful about collinearity, as some of these variables may be dependent on each other.

Many college courses conclude by giving students the opportunity to evaluate the course and the instructor anonymously. However, the use of these student evaluations as an indicator of course quality and teaching effectiveness is often criticized because these measures may reflect the influence of non-teaching related characteristics, such as the physical appearance of the instructor. The article titled, "Beauty in the classroom: instructors' pulchritude and putative pedagogical productivity" [@Hamermesh2005] found that instructors who are viewed to be better looking receive higher instructional ratings. In this lab we will analyze the data from this study in order to learn what goes into a positive professor evaluation.

Iris dataset interactive display through shiny.

Iris data set representation

Create a web page using R Markdown that features a map created with Leaflet.

This makes use of data from a personal activity monitoring device. This device collects data at 5 minute intervals through out the day. The data consists of two months of data from an anonymous individual collected during the months of October and November, 2012 and include the number of steps taken in 5 minute intervals each day.