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Write text and code here. Executive summary What is (are) your main question(s)? What is your story? What does the final graphic show? Data background Explain where the data came from, what agency or company made it, how it is structured, what it shows, etc. Data loading, cleaning and preprocessing Describe and show how you cleaned and reshape...
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Write text and code here. Executive summary What is (are) your main question(s)? What is your story? What does the final graphic show? Data background Explain where the data came from, what agency or company made it, how it is structured, what it shows, etc. Data loading, cleaning and preprocessing Describe and show how you cleaned and reshaped ...
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Write text and code here. Executive summary What is (are) your main question(s)? What is your story? What does the final graphic show? Data background Explain where the data came from, what agency or company made it, how it is structured, what it shows, etc. Data loading, cleaning and preprocessing Describe and show how you cleaned and reshaped ...
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Document test pub
Sys.getlocale() ## [1] "LC_CTYPE=en_US.UTF-8;LC_NUMERIC=C;LC_TIME=en_US.UTF-8;LC_COLLATE=en_US.UTF-8;LC_MONETARY=en_US.UTF-8;LC_MESSAGES=en_US.UTF-8;LC_PAPER=en_US.UTF-8;LC_NAME=C;LC_ADDRESS=C;LC_TELEPHONE=C;LC_MEASUREMENT=en_US.UTF-8;LC_IDENTIFICATION=C" Instructions This Exploration must be produced with an RMarkdown document. Make sure to inclu...
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Gapminder Example
Preparation We’ve already loaded several relevant packages above, including ggplot2 and dplyr, to facilitate data visualization for the gapminder dataset. Next, let’s install and then load the gapminder dataset. Run the following chunk of code to install and learn about gapminder: Learn more about the gapminder dataset here: https://cran.r-pro...
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SNA-Lab-1_Badge
The final activity for each learning lab provides space to work with data and to reflect on how the concepts and techniques introduced in each lab might apply to your own research. To earn a badge for each lab, you are required to respond to a set of prompts for two parts: In Part I, you will reflect on your understanding of key concepts address...
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SNA Lab 1 - Seung Lee
1. PREPARE Our first SNA case study is guided by the work of Matthew Pittinsky and Brian V. Carolan (2008), which employed a social network perspective to examine teachers’ perceptions of student friendships agreed with their own. Sadly, this excellent study did not include any visual depictions comparing student and teacher perceived friendship ...
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Orientation Case Study
0. INTRODUCTION Welcome to your first LASER Learning Lab Case Study! The case study activities included in each learning lab demonstrate how key Learning Analytics (LA) techniques featured in exemplary STEM education research studies can be implemented with R. Case studies also provide a holistic setting to explore important foundational topics in...
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Visualization in ggplot2 in Preparation for Case Study
Introduction This code through explores how to use ggplot2 to visualize data, using data available in R from the gapminder dataset. I encourage you to first try this code through using gapminder and then explore your own data using ggplot2. Prerequisite: Before attempting this code through, be sure to complete DataCamp’s Introduction to Data Visu...
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Visualization in ggplot2 in Preparation for Case Study
Introduction This assignment explores how to use ggplot2 to visualize data, using data available in R from the gapminder dataset. I encourage you to first try this assignment using gapminder and then explore your own data using ggplot2. Prerequisite: Before attempting this assignment, be sure to complete DataCamp’s Introduction to Data Visualizat...
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