Exploring Environmental Data (ENS-215)

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ENS-215	Homework	Syllabus

Lectures

Week 10

• Mon (11-Mar) – Making maps in R (html) (Rmd)

• Wed (13-Mar) – Making maps in R: Continued (html) (Rmd)

• Fri (15-Mar) – Term wrap-up and useful resources (html) (Rmd)

• Final Projects: View all of the final project presentations here

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Week 9

• Mon (4-Mar) – Introduction to data modeling (html) (Rmd)

• Wed (6-Mar) – Writing functions (html) (Rmd)

• Fri (8-Mar) – Interactive graphics (html) (Rmd), Reproducible science article

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Week 8

• Mon (25-Feb) – Working with dates (html) (Rmd)

• Wed (27-Feb) – Bivariate data and introduction to data modeling (html) (Rmd)

• Fri (1-Mar) – Guest lecture (Athena Nghiem): Research on groundwater geochemistry using R

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Week 7

• Mon (18-Feb) – Comparing distributions: Q-Q plots (html) (Rmd)

• Wed (20-Feb) – Final project data wrangling

• Fri (22-Feb) – Theoretical Q-Q plots (html) (Rmd)

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Week 6

• Mon (11-Feb) – Combining/joining data (html) (Rmd) and Loading data into R (html) (Rmd)

• Wed (13-Feb) – Descriptive statistics and univariate data (html) (Rmd)

• Fri (15-Feb) – Visualizing and interpreting data distributions (html) (Rmd) and Graphical display of data distributions: Examples (html)

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Week 5

• Mon (4-Feb) – Presentation quality graphics (html) (Rmd), Article by Kelleher and Wagener (2011)

• Wed (6-Feb) – Reshaping, cleaning and tidying data (html) (Rmd)

• Fri (8-Feb) – Review (Weeks 1-5) (html) (Rmd)

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Week 4

• Mon (28-Jan) – Intro to data visualization (html) (Rmd), Slides

• Wed (30-Jan) – Intro to data viz (continued) (html) (Rmd)

• Fri (1-Feb) – Data visualization (additional topics) (html) (Rmd)

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Week 3

• Mon (21-Jan) – Data wrangling continued (html) (Rmd)

• Wed (23-Jan) – Data wrangling group_by and summarize() (html) (Rmd)

• Fri (25-Jan) – group_by and summarize wrap-up and intro to strings (html) (Rmd)

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Week 2

• Mon (14-Jan) – Relational and logical operators, if/else/else if (html) (Rmd)

• Wed (16-Jan) – Control flow (for and while loops) (html) (Rmd), Slides

• Fri (18-Jan) –Data wrangling intro (html) (Rmd), Slides

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Week 1

• Mon (7-Jan) – Course introduction (html) (Rmd), Slides

• Wed (9-Jan) – Diving into R (html) (Rmd), Slides, Cheatsheets

• Fri (11-Jan) – R and R Markdown basics (html), (Rmd)

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Labs

• Lab 1 – Intro and EPA Fuel Economy Data (html) (Rmd)

• Lab 2 – US Precipitation Data (html)

• Lab 3 – Global Dams and Reservoirs (html)

• Lab 4 – Groundwater Arsenic in Bangladesh (html)

• Lab 5 – Final project kick-off (html)

• Lab 6 – Project proposal feedback and kick-off of analysis (html)

• Lab 7 – Projects

• Lab 8 – Projects and project formatting (html) (Rmd)

• Lab 9 – Projects: final stage (html)

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Mason Stahl (2019)
Union College