Here is a list of topics that we will cover. Each of these has some explanations, example code and example datasets to illustrate the topic.

- Introduction to R, R Studio, Packages, and importing data
- Introduction

- R Script

- The data you need to download to the working directory is here:

A. https://wlperry.github.io/2017stats/data/iris.csv

B. https://wlperry.github.io/2017stats/data/iris_excel.xlsx - Homework install other common packages using this file A. https://wlperry.github.io/2017stats/packages.R

- Introduction
- Basic statistics
- Basic Statistics
- R Script
- The data you need to download to the working directory is here:

A. https://wlperry.github.io/2017stats/data/iris.csv

- Graphing
- Plotting

- Plotting R Script
- Advanced graph modificaions and themes

A. Building a publication quality graph - Modified Graphs

B. R Script for graphs - Modified Graphs Script

C. R Script for custom themes - Publication Theme to Store

- Maps with ggmap and ggplot - Maps with ggmap

A. The r script to run this is here - R Scripts for Maps with ggmap

- Plotting
- Correlation and Regression analysis
- T-Tests and Anovas
- T-Tests

A. T-Test

B. R Script for T-Tests

- One Way AOV

- Two Way AOV - Coming Soon

- T-Tests
- Dates and times
- Dataframe manipulation - still working on it
- Advanced Graphs
- Lake profile graphs - temperature, dissolved oxygen and other values

A. Lake Profiles at discrete depths

B. Lake profiles from CTD casts - will be up here in a bit

- Lake Isopleth or Heatmap graphs with lake temperature, depth and data all in one

A. Lake heatmaps or isopleths

- Lake profile graphs - temperature, dissolved oxygen and other values

http://arc-lter.ecosystems.mbl.edu/lakes-data

**R studio**

https://www.rstudio.com/

**Central bloggers website**

https://www.r-bloggers.com/

**Basic but good R code**

http://www.cookbook-r.com/

**Basic but good R code**

http://www.statmethods.net/

**More detiled and good R code**

https://rpubs.com/kerkhoffa

**THE PLACE TO ANSWER ALL OF YOUR QUESTIONS** http://stackoverflow.com/