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11 changes: 11 additions & 0 deletions docs/02-data-structures.md
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In our second lesson, we start to look at two **data structures**, **vectors** and **dataframes**, that can handle a large amount of data.

## Slides

[Link to Slides](https://hutchdatascience.org/intro_r_slides/lesson2_slides.html)


``` r
knitr::include_url("https://hutchdatascience.org/intro_r_slides/lesson2_slides.html")
```

<iframe src="https://hutchdatascience.org/intro_r_slides/lesson2_slides.html" width="100%" height="400px" data-external="1"></iframe>

## Vectors

In the first exercise, you started to explore **data structures**, which store information about data types. You played around with **vectors**, which is a ordered collection of a data type. Each *element* of a vector contains a data type, and there is no limit on how big a vector can be, as long the memory use of it is within the computer's memory (RAM).
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</ul></li>
<li class="chapter" data-level="3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html"><i class="fa fa-check"></i><b>3</b> Working with data structures</a>
<ul>
<li class="chapter" data-level="3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#vectors"><i class="fa fa-check"></i><b>3.1</b> Vectors</a>
<li class="chapter" data-level="3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#slides-1"><i class="fa fa-check"></i><b>3.1</b> Slides</a></li>
<li class="chapter" data-level="3.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#vectors"><i class="fa fa-check"></i><b>3.2</b> Vectors</a>
<ul>
<li class="chapter" data-level="3.1.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-operations-on-vectors"><i class="fa fa-check"></i><b>3.1.1</b> Using operations on vectors</a></li>
<li class="chapter" data-level="3.1.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-explicitly"><i class="fa fa-check"></i><b>3.1.2</b> Subsetting vectors explicitly</a></li>
<li class="chapter" data-level="3.1.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-implicitly"><i class="fa fa-check"></i><b>3.1.3</b> Subsetting vectors implicitly</a></li>
<li class="chapter" data-level="3.1.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#comparison-operators"><i class="fa fa-check"></i><b>3.1.4</b> Comparison Operators</a></li>
<li class="chapter" data-level="3.2.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-operations-on-vectors"><i class="fa fa-check"></i><b>3.2.1</b> Using operations on vectors</a></li>
<li class="chapter" data-level="3.2.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-explicitly"><i class="fa fa-check"></i><b>3.2.2</b> Subsetting vectors explicitly</a></li>
<li class="chapter" data-level="3.2.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-implicitly"><i class="fa fa-check"></i><b>3.2.3</b> Subsetting vectors implicitly</a></li>
<li class="chapter" data-level="3.2.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#comparison-operators"><i class="fa fa-check"></i><b>3.2.4</b> Comparison Operators</a></li>
</ul></li>
<li class="chapter" data-level="3.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#dataframes"><i class="fa fa-check"></i><b>3.2</b> Dataframes</a>
<li class="chapter" data-level="3.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#dataframes"><i class="fa fa-check"></i><b>3.3</b> Dataframes</a>
<ul>
<li class="chapter" data-level="3.2.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-functions-and-operations-on-dataframes"><i class="fa fa-check"></i><b>3.2.1</b> Using functions and operations on dataframes</a></li>
<li class="chapter" data-level="3.3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-functions-and-operations-on-dataframes"><i class="fa fa-check"></i><b>3.3.1</b> Using functions and operations on dataframes</a></li>
</ul></li>
<li class="chapter" data-level="3.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#exercises-1"><i class="fa fa-check"></i><b>3.3</b> Exercises</a></li>
<li class="chapter" data-level="3.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#exercises-1"><i class="fa fa-check"></i><b>3.4</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="4" data-path="data-visualization.html"><a href="data-visualization.html"><i class="fa fa-check"></i><b>4</b> Data Visualization</a>
<ul>
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## collate en_US.UTF-8
## ctype en_US.UTF-8
## tz Etc/UTC
## date 2024-09-24
## date 2024-10-02
## pandoc 3.1.1 @ /usr/local/bin/ (via rmarkdown)
##
## ─ Packages ───────────────────────────────────────────────────────────────────
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</ul></li>
<li class="chapter" data-level="3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html"><i class="fa fa-check"></i><b>3</b> Working with data structures</a>
<ul>
<li class="chapter" data-level="3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#vectors"><i class="fa fa-check"></i><b>3.1</b> Vectors</a>
<li class="chapter" data-level="3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#slides-1"><i class="fa fa-check"></i><b>3.1</b> Slides</a></li>
<li class="chapter" data-level="3.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#vectors"><i class="fa fa-check"></i><b>3.2</b> Vectors</a>
<ul>
<li class="chapter" data-level="3.1.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-operations-on-vectors"><i class="fa fa-check"></i><b>3.1.1</b> Using operations on vectors</a></li>
<li class="chapter" data-level="3.1.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-explicitly"><i class="fa fa-check"></i><b>3.1.2</b> Subsetting vectors explicitly</a></li>
<li class="chapter" data-level="3.1.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-implicitly"><i class="fa fa-check"></i><b>3.1.3</b> Subsetting vectors implicitly</a></li>
<li class="chapter" data-level="3.1.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#comparison-operators"><i class="fa fa-check"></i><b>3.1.4</b> Comparison Operators</a></li>
<li class="chapter" data-level="3.2.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-operations-on-vectors"><i class="fa fa-check"></i><b>3.2.1</b> Using operations on vectors</a></li>
<li class="chapter" data-level="3.2.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-explicitly"><i class="fa fa-check"></i><b>3.2.2</b> Subsetting vectors explicitly</a></li>
<li class="chapter" data-level="3.2.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-implicitly"><i class="fa fa-check"></i><b>3.2.3</b> Subsetting vectors implicitly</a></li>
<li class="chapter" data-level="3.2.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#comparison-operators"><i class="fa fa-check"></i><b>3.2.4</b> Comparison Operators</a></li>
</ul></li>
<li class="chapter" data-level="3.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#dataframes"><i class="fa fa-check"></i><b>3.2</b> Dataframes</a>
<li class="chapter" data-level="3.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#dataframes"><i class="fa fa-check"></i><b>3.3</b> Dataframes</a>
<ul>
<li class="chapter" data-level="3.2.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-functions-and-operations-on-dataframes"><i class="fa fa-check"></i><b>3.2.1</b> Using functions and operations on dataframes</a></li>
<li class="chapter" data-level="3.3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-functions-and-operations-on-dataframes"><i class="fa fa-check"></i><b>3.3.1</b> Using functions and operations on dataframes</a></li>
</ul></li>
<li class="chapter" data-level="3.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#exercises-1"><i class="fa fa-check"></i><b>3.3</b> Exercises</a></li>
<li class="chapter" data-level="3.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#exercises-1"><i class="fa fa-check"></i><b>3.4</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="4" data-path="data-visualization.html"><a href="data-visualization.html"><i class="fa fa-check"></i><b>4</b> Data Visualization</a>
<ul>
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## collate en_US.UTF-8
## ctype en_US.UTF-8
## tz Etc/UTC
## date 2024-09-24
## date 2024-10-02
## pandoc 3.1.1 @ /usr/local/bin/ (via rmarkdown)
##
## ─ Packages ───────────────────────────────────────────────────────────────────
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</ul></li>
<li class="chapter" data-level="3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html"><i class="fa fa-check"></i><b>3</b> Working with data structures</a>
<ul>
<li class="chapter" data-level="3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#vectors"><i class="fa fa-check"></i><b>3.1</b> Vectors</a>
<li class="chapter" data-level="3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#slides-1"><i class="fa fa-check"></i><b>3.1</b> Slides</a></li>
<li class="chapter" data-level="3.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#vectors"><i class="fa fa-check"></i><b>3.2</b> Vectors</a>
<ul>
<li class="chapter" data-level="3.1.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-operations-on-vectors"><i class="fa fa-check"></i><b>3.1.1</b> Using operations on vectors</a></li>
<li class="chapter" data-level="3.1.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-explicitly"><i class="fa fa-check"></i><b>3.1.2</b> Subsetting vectors explicitly</a></li>
<li class="chapter" data-level="3.1.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-implicitly"><i class="fa fa-check"></i><b>3.1.3</b> Subsetting vectors implicitly</a></li>
<li class="chapter" data-level="3.1.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#comparison-operators"><i class="fa fa-check"></i><b>3.1.4</b> Comparison Operators</a></li>
<li class="chapter" data-level="3.2.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-operations-on-vectors"><i class="fa fa-check"></i><b>3.2.1</b> Using operations on vectors</a></li>
<li class="chapter" data-level="3.2.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-explicitly"><i class="fa fa-check"></i><b>3.2.2</b> Subsetting vectors explicitly</a></li>
<li class="chapter" data-level="3.2.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#subsetting-vectors-implicitly"><i class="fa fa-check"></i><b>3.2.3</b> Subsetting vectors implicitly</a></li>
<li class="chapter" data-level="3.2.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#comparison-operators"><i class="fa fa-check"></i><b>3.2.4</b> Comparison Operators</a></li>
</ul></li>
<li class="chapter" data-level="3.2" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#dataframes"><i class="fa fa-check"></i><b>3.2</b> Dataframes</a>
<li class="chapter" data-level="3.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#dataframes"><i class="fa fa-check"></i><b>3.3</b> Dataframes</a>
<ul>
<li class="chapter" data-level="3.2.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-functions-and-operations-on-dataframes"><i class="fa fa-check"></i><b>3.2.1</b> Using functions and operations on dataframes</a></li>
<li class="chapter" data-level="3.3.1" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#using-functions-and-operations-on-dataframes"><i class="fa fa-check"></i><b>3.3.1</b> Using functions and operations on dataframes</a></li>
</ul></li>
<li class="chapter" data-level="3.3" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#exercises-1"><i class="fa fa-check"></i><b>3.3</b> Exercises</a></li>
<li class="chapter" data-level="3.4" data-path="working-with-data-structures.html"><a href="working-with-data-structures.html#exercises-1"><i class="fa fa-check"></i><b>3.4</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="4" data-path="data-visualization.html"><a href="data-visualization.html"><i class="fa fa-check"></i><b>4</b> Data Visualization</a>
<ul>
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