From ee93ac263a3175b6b40797ff56e28f99c85e6ef8 Mon Sep 17 00:00:00 2001
From: Athira K <krishnanathika@gmail.com>
Date: Thu, 19 Mar 2026 02:36:50 +0530
Subject: [PATCH 1/5] Trigger PR for submission

---
 02_activities/assignments/assignment_1.qmd | 255 ++++++++++++++++++---
 1 file changed, 226 insertions(+), 29 deletions(-)

diff --git a/02_activities/assignments/assignment_1.qmd b/02_activities/assignments/assignment_1.qmd
index 550af3d..2db100b 100644
--- a/02_activities/assignments/assignment_1.qmd
+++ b/02_activities/assignments/assignment_1.qmd
@@ -16,97 +16,294 @@ You will need to install PLINK and run the analyses. Please follow the OS-specif
 #### Question 1: Data inspection
 
 Before fitting any models, it is essential to understand the data. Use R or bash code to answer the following questions about the `gwa.qc.A1.fam`, `gwa.qc.A1.bim`, and `gwa.qc.A1.bed` files, available at the following Google Drive link: <https://drive.google.com/drive/folders/11meVqGCY5yAyI1fh-fAlMEXQt0VmRGuz?usp=drive_link>. Please download all three files from this link and place them in `02_activities/data/`.
+```{r}
+
+
+fam_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"
+bim_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"
+bed_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"
+
+
+fam_data <- read.table(fam_file, header = FALSE)
+cat("Number of samples:", nrow(fam_data), "\n")
+head(fam_data)
+
+bim_data <- read.table(bim_file, header = FALSE)
+cat("Number of SNPs:", nrow(bim_data), "\n")
+head(bim_data)
+
+library(snpStats)
+
+plink_data <- read.plink(
+  bed = bed_file,
+  bim = bim_file,   # pass path, NOT the data frame
+  fam = fam_file    # pass path, NOT the data frame
+)
+
+geno_matrix <- plink_data$genotypes
+cat("Genotype matrix dimensions (samples x SNPs):", dim(geno_matrix), "\n")
+```
 
 (i) Read the .fam file. How many samples does the dataset contain?
 
-```         
-# Your answer here...
+
+```{r}
+fam_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"
+bim_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"
+bed_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"
+```
+```{r}
+# Read the data file
+data <- read.table("/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam", header = FALSE)
+
+# Display number of rows
+nrow(data)
+
+# Display first few rows
+head(data)
+```
+
+
+
+
+
+
+
 ```
 
 (ii) What is the 'variable type' of the response variable (i.e.Continuous or binary)?
 
-```         
-# Your answer here...
+```
+```{r}
+data <- read.table(fam_file, header = FALSE)
+```
+```{r}
+table(data$V6)
 ```
 
 (iii) Read the .bim file. How many SNPs does the dataset contain?
 
-```         
-# Your answer here...
+
+```{r}       
+# Read the .bim file
+bbim_data <- read.table(bim_file, header = FALSE)
+# Number of SNPs
+num_snps <- nrow(bim_data)
+cat("The dataset contains", num_snps, "SNPs.\n")
 ```
 
 #### Question 2: Allele Frequency Estimation
 
 (i) Load the genotype matrix for SNPs rs1861, rs3813199, rs3128342, and rs11804831 using additive coding. What are the allele frequencies (AFs) for these four SNPs?
+```{r}
+ # Load required library
+library(snpStats)
+
+# Read PLINK files
+plink_data <- read.plink(
+  bed = bed_file,
+  bim = bim_file,
+  fam = fam_file
+)
+
+# Extract genotype matrix
+geno_matrix <- plink_data$genotypes
 
-```         
-# Your code here...
+# Subset SNPs of interest
+snps_of_interest <- c("rs1861", "rs3813199", "rs3128342", "rs11804831")
+geno_sub <- geno_matrix[, snps_of_interest]
+
+# Convert to numeric (0,1,2)
+geno_numeric <- as(geno_sub, "numeric")
+
+# Function to calculate allele frequency
+calc_af <- function(snp_vector) {
+  sum(snp_vector, na.rm = TRUE) / (2 * sum(!is.na(snp_vector)))
+}
+
+# Compute allele frequencies
+allele_freqs <- apply(geno_numeric, 2, calc_af)
+
+# Print results
+allele_freqs
 ```
 
 (ii) What are the minor allele frequencies (MAFs) for these four SNPs?
 
-```         
-# Your code here...
+``` {r}        
+# Function to calculate minor allele frequency
+calc_maf <- function(snp_vector) {
+  af <- sum(snp_vector, na.rm = TRUE) / (2 * sum(!is.na(snp_vector)))  # allele freq
+  maf <- min(af, 1 - af)  # minor allele freq
+  return(maf)
+}
+
+# Compute MAFs for all SNPs in geno_numeric
+maf_values <- apply(geno_numeric, 2, calc_maf)
+
+# Print results
+maf_values
 ```
 
 #### Question 3: Hardy–Weinberg Equilibrium (HWE) Test
 
 (i) Conduct the Hardy–Weinberg Equilibrium (HWE) test for all SNPs in the .bim file. Then, load the file containing the HWE p-value results and display the first few rows of the resulting data frame.
 
-```         
-# Your code here...
+```  {r}       
+hwe_results <- read.table("/Users/athira/Desktop/gen_data/02_activities/data/gwa_hwe.hwe", header = TRUE)
+head(hwe_results)
 ```
 
 (ii) What are the HWE p-values for SNPs rs1861, rs3813199, rs3128342, and rs11804831?
 
-```         
-# Your code here...
+``` {r}      
+
+library(dplyr)
+
+# Now filter SNPs
+snps_of_interest <- c("rs1861", "rs3813199", "rs3128342", "rs11804831")
+
+hwe_results %>%
+  filter(SNP %in% snps_of_interest) %>%
+  select(SNP, P)
 ```
 
 #### Question 4: Genetic Association Test
 
 (i) Conduct a linear regression to test the association between SNP rs1861 and the phenotype. What is the p-value?
 
-```         
-# Your code here...
+
+```{r}
+# Read in the phenotype from .fam
+fam_data <- read.table("/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam", header = FALSE)
+geno_matrix <- as(geno_matrix, "numeric")  # make sure numeric
+
+# Add phenotype to genotype subset
+geno_df <- as.data.frame(geno_numeric)
+geno_df$PHENOTYPE <- fam_data$V6  # column 6 is phenotype
+
+# Fit linear regression for rs1861
+model <- lm(PHENOTYPE ~ rs1861, data = geno_df)
+
+# Summary to get p-value
+summary(model)$coefficients
+
+# Extract p-value for rs1861
+p_value <- summary(model)$coefficients["rs1861", "Pr(>|t|)"]
+
+# Print it
+cat("SNP: rs1861\nLinear regression p-value:", p_value, "\n")
 ```
 
 (ii) How would you interpret the beta coefficient from this regression?
 
-```         
-# Your answer here...
-```
+```{r}
+summary(model)$coefficients
+# Extract beta (estimate) and p-value for rs1861
+beta <- summary(model)$coefficients["rs1861", "Estimate"]
+pval <- summary(model)$coefficients["rs1861", "Pr(>|t|)"]
 
+cat("rs1861: Beta =", beta, ", p-value =", pval, "\n")
+
+cat ("The beta coefficient for rs1861 is approximately 0.974, indicating that each additional copy of the minor allele is associated with an increase of about 0.974 units in the phenotype under an additive model.\n")
+```
 (iii) Plot the scatterplot of phenotype versus the genotype of SNP rs1861. Add the regression line to the plot.
 
-```         
-# Your code here...
+```{r} 
+library(ggplot2)
+library(dplyr)
+
+# Create prediction data (smooth curve)
+geno_range <- data.frame(
+  rs1861 = seq(0, 2, length.out = 100)
+)
+
+geno_range$predicted <- predict(model, newdata = geno_range)
+
+# Prepare count data (for point sizes)
+count_data <- geno_df %>%
+  mutate(PHENOTYPE = round(PHENOTYPE)) %>%
+  filter(!is.na(rs1861), !is.na(PHENOTYPE)) %>%
+  group_by(rs1861, PHENOTYPE) %>%
+  summarise(count = n(), .groups = "drop")
+
+# Plot
+p <- ggplot() +
+  geom_point(
+    data = count_data,
+    aes(x = rs1861, y = PHENOTYPE, size = count),
+    color = "blue"
+  ) +
+  geom_line(
+    data = geno_range,
+    aes(x = rs1861, y = predicted),
+    color = "red",
+    size = 1.2
+  ) +
+  scale_size_continuous(range = c(2, 10)) +
+  labs(
+    title = "Phenotype vs Genotype (rs1861)",
+    x = "Genotype (0/1/2)",
+    y = "Phenotype",
+    size = "Count"
+  ) +
+  coord_cartesian(xlim = c(-0.5, 2.5), ylim = c(-0.1, 1.1)) +
+  theme_minimal()
+
+print(p)
 ```
 
 (iv) Convert the genotype coding for rs1861 to recessive coding.
 
-```         
-# Your code here...
+``` {r}      
+# Create a new variable with recessive coding
+geno_df$rs1861_rec <- ifelse(geno_df$rs1861 == 2, 1, 0)
+
+# Check result
+table(geno_df$rs1861, geno_df$rs1861_rec)
 ```
 
 (v) Conduct a linear regression to test the association between the recessive-coded rs1861 and the phenotype. What is the p-value?
 
-```         
-# Your code here...
+```{r}
+# Fit linear regression with recessive coding
+model_rec <- lm(PHENOTYPE ~ rs1861_rec, data = geno_df)
+
+# Extract p-value
+p_value_rec <- summary(model_rec)$coefficients["rs1861_rec", "Pr(>|t|)"]
+
+# Print result
+cat("Recessive model p-value:", p_value_rec, "\n")
 ```
 
 (vi) Plot the scatterplot of phenotype versus the recessive-coded genotype of rs1861. Add the regression line to the plot.
 
-```         
-# Your code here...
+``` {r}       
+# Scatterplot
+plot(geno_df$rs1861_rec, geno_df$PHENOTYPE,
+     xlab = "Recessive Genotype (rs1861)",
+     ylab = "Phenotype",
+     main = "Phenotype vs Recessive rs1861",
+     pch = 16)
+
+# Add regression line
+abline(model_rec, col = "red", lwd = 2)
 ```
 
 (vii) Which model fits better? Justify your answer.
 
-```         
-# Your answer here...
+```{r}       
+# R-squared for additive model
+summary(model)$r.squared
+
+# R-squared for recessive model
+summary(model_rec)$r.squared
+
+# Compare model fits
+cat("The additive model fits slightly better than the recessive model because its R-squared is higher (0.0892 vs 0.0858), even though both p-values are highly significant.\n")
 ```
 
+
 ### Criteria
 
 | Criteria | Complete | Incomplete |

From ac17e7beb81395d59456f13816a1414bfd9e4478 Mon Sep 17 00:00:00 2001
From: Athira K <krishnanathika@gmail.com>
Date: Thu, 19 Mar 2026 02:57:39 +0530
Subject: [PATCH 2/5] Add rendered HTML file for assignment submission

---
 02_activities/assignments/assignment_1.html | 3676 +++++++++++++++++++
 1 file changed, 3676 insertions(+)
 create mode 100644 02_activities/assignments/assignment_1.html

diff --git a/02_activities/assignments/assignment_1.html b/02_activities/assignments/assignment_1.html
new file mode 100644
index 0000000..77a219f
--- /dev/null
+++ b/02_activities/assignments/assignment_1.html
@@ -0,0 +1,3676 @@
+<!DOCTYPE html>
+<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
+
+<meta charset="utf-8">
+<meta name="generator" content="quarto-1.8.27">
+
+<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
+
+
+<title>Assignment #1</title>
+<style>
+code{white-space: pre-wrap;}
+span.smallcaps{font-variant: small-caps;}
+div.columns{display: flex; gap: min(4vw, 1.5em);}
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+}
+/* CSS for syntax highlighting */
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+pre > code.sourceCode { white-space: pre; position: relative; }
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+pre.numberSource { margin-left: 3em;  padding-left: 4px; }
+div.sourceCode
+  {   }
+@media screen {
+pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
+}
+</style>
+
+
+<script src="assignment_1_files/libs/clipboard/clipboard.min.js"></script>
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+<script src="assignment_1_files/libs/bootstrap/bootstrap.min.js"></script>
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+
+
+</head>
+
+<body class="fullcontent quarto-light">
+
+<div id="quarto-content" class="page-columns page-rows-contents page-layout-article">
+
+<main class="content" id="quarto-document-content">
+
+<header id="title-block-header" class="quarto-title-block default">
+<div class="quarto-title">
+<h1 class="title">Assignment #1</h1>
+</div>
+
+
+
+<div class="quarto-title-meta">
+
+    
+  
+    
+  </div>
+  
+
+
+</header>
+
+
+<section id="assignment-1" class="level2">
+<h2 class="anchored" data-anchor-id="assignment-1">Assignment 1</h2>
+<p>You only need to write lines of code for each question. When answering questions that ask you to identify or interpret something, the length of your response doesn’t matter. For example, if the answer is just ‘yes,’ ‘no,’ or a number, you can just give that answer without adding anything else.</p>
+<p>We will go through comparable code and concepts in the live learning session. If you run into trouble, start by using the help help() function in R, to get information about the datasets and function in question. The internet is also a great resource when coding (though note that no outside searches are required by the assignment!). If you do incorporate code from the internet, please cite the source within your code (providing a URL is sufficient).</p>
+<p>Please bring questions that you cannot work out on your own to office hours, work periods or share with your peers on Slack. We will work with you through the issue.</p>
+<p>You will need to install PLINK and run the analyses. Please follow the OS-specific setup guide in <a href="../../SETUP.md"><code>SETUP.md</code></a>. PLINK is a free, open-source whole genome association analysis toolset, designed to perform a range of basic, large-scale analyses in a computationally efficient manner.</p>
+<section id="question-1-data-inspection" class="level4">
+<h4 class="anchored" data-anchor-id="question-1-data-inspection">Question 1: Data inspection</h4>
+<p>Before fitting any models, it is essential to understand the data. Use R or bash code to answer the following questions about the <code>gwa.qc.A1.fam</code>, <code>gwa.qc.A1.bim</code>, and <code>gwa.qc.A1.bed</code> files, available at the following Google Drive link: <a href="https://drive.google.com/drive/folders/11meVqGCY5yAyI1fh-fAlMEXQt0VmRGuz?usp=drive_link" class="uri">https://drive.google.com/drive/folders/11meVqGCY5yAyI1fh-fAlMEXQt0VmRGuz?usp=drive_link</a>. Please download all three files from this link and place them in <code>02_activities/data/</code>.</p>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>fam_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span></span>
+<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>bim_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"</span></span>
+<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a>bed_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"</span></span>
+<span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a>fam_data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(fam_file, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
+<span id="cb1-7"><a href="#cb1-7" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"Number of samples:"</span>, <span class="fu">nrow</span>(fam_data), <span class="st">"</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Number of samples: 4000 </code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb3"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(fam_data)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>  V1    V2 V3 V4 V5         V6
+1  0 A2001  0  0  1 -0.6944381
+2  1 A2002  0  0  1  1.8538454
+3  2 A2003  0  0  1  2.0826368
+4  3 A2004  0  0  1  2.7387147
+5  4 A2005  0  0  1  1.3411404
+6  5 A2006  0  0  1  0.4167786</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>bim_data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(bim_file, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"Number of SNPs:"</span>, <span class="fu">nrow</span>(bim_data), <span class="st">"</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Number of SNPs: 101083 </code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb7"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(bim_data)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>  V1         V2 V3      V4 V5 V6
+1  1  rs3737728  0 1011278  A  G
+2  1  rs1320565  0 1109721  T  C
+3  1  rs3813199  0 1148140  A  G
+4  1 rs11804831  0 1184667  C  T
+5  1  rs3766178  0 1468043  C  T
+6  1  rs3128342  0 1476697  A  C</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb9"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(snpStats)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stderr">
+<pre><code>Loading required package: survival</code></pre>
+</div>
+<div class="cell-output cell-output-stderr">
+<pre><code>Loading required package: Matrix</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb12"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a>plink_data <span class="ot">&lt;-</span> <span class="fu">read.plink</span>(</span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a>  <span class="at">bed =</span> bed_file,</span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a>  <span class="at">bim =</span> bim_file,   <span class="co"># pass path, NOT the data frame</span></span>
+<span id="cb12-4"><a href="#cb12-4" aria-hidden="true" tabindex="-1"></a>  <span class="at">fam =</span> fam_file    <span class="co"># pass path, NOT the data frame</span></span>
+<span id="cb12-5"><a href="#cb12-5" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb12-6"><a href="#cb12-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-7"><a href="#cb12-7" aria-hidden="true" tabindex="-1"></a>geno_matrix <span class="ot">&lt;-</span> plink_data<span class="sc">$</span>genotypes</span>
+<span id="cb12-8"><a href="#cb12-8" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"Genotype matrix dimensions (samples x SNPs):"</span>, <span class="fu">dim</span>(geno_matrix), <span class="st">"</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Genotype matrix dimensions (samples x SNPs): 4000 101083 </code></pre>
+</div>
+</div>
+<ol type="i">
+<li>Read the .fam file. How many samples does the dataset contain?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>fam_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span></span>
+<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>bim_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"</span></span>
+<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>bed_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"</span></span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+</div>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb15"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Read the data file</span></span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span>, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
+<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Display number of rows</span></span>
+<span id="cb15-5"><a href="#cb15-5" aria-hidden="true" tabindex="-1"></a><span class="fu">nrow</span>(data)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>[1] 4000</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb17"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Display first few rows</span></span>
+<span id="cb17-2"><a href="#cb17-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(data)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>  V1    V2 V3 V4 V5         V6
+1  0 A2001  0  0  1 -0.6944381
+2  1 A2002  0  0  1  1.8538454
+3  2 A2003  0  0  1  2.0826368
+4  3 A2004  0  0  1  2.7387147
+5  4 A2005  0  0  1  1.3411404
+6  5 A2006  0  0  1  0.4167786</code></pre>
+</div>
+</div>
+<pre><code>
+(ii) What is the 'variable type' of the response variable (i.e.Continuous or binary)?
+</code></pre>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb20"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a>data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(fam_file, <span class="at">header =</span> <span class="cn">FALSE</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+</div>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb21"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="fu">table</span>(data<span class="sc">$</span>V6)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>
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+                   1                    1                    1 
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+                   1                    1                    1 
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+                   1                    1                    1 
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+                   1                    1                    1 
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+                   1                    1                    1 
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+                   1                    1                    1 
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+                   1                    1                    1 
+    5.32680792251045 
+                   1 </code></pre>
+</div>
+</div>
+<ol start="3" type="i">
+<li>Read the .bim file. How many SNPs does the dataset contain?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb23"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Read the .bim file</span></span>
+<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a>bbim_data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(bim_file, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
+<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a><span class="co"># Number of SNPs</span></span>
+<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a>num_snps <span class="ot">&lt;-</span> <span class="fu">nrow</span>(bim_data)</span>
+<span id="cb23-5"><a href="#cb23-5" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"The dataset contains"</span>, num_snps, <span class="st">"SNPs.</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>The dataset contains 101083 SNPs.</code></pre>
+</div>
+</div>
+</section>
+<section id="question-2-allele-frequency-estimation" class="level4">
+<h4 class="anchored" data-anchor-id="question-2-allele-frequency-estimation">Question 2: Allele Frequency Estimation</h4>
+<ol type="i">
+<li>Load the genotype matrix for SNPs rs1861, rs3813199, rs3128342, and rs11804831 using additive coding. What are the allele frequencies (AFs) for these four SNPs?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb25"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a> <span class="co"># Load required library</span></span>
+<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(snpStats)</span>
+<span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-4"><a href="#cb25-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Read PLINK files</span></span>
+<span id="cb25-5"><a href="#cb25-5" aria-hidden="true" tabindex="-1"></a>plink_data <span class="ot">&lt;-</span> <span class="fu">read.plink</span>(</span>
+<span id="cb25-6"><a href="#cb25-6" aria-hidden="true" tabindex="-1"></a>  <span class="at">bed =</span> bed_file,</span>
+<span id="cb25-7"><a href="#cb25-7" aria-hidden="true" tabindex="-1"></a>  <span class="at">bim =</span> bim_file,</span>
+<span id="cb25-8"><a href="#cb25-8" aria-hidden="true" tabindex="-1"></a>  <span class="at">fam =</span> fam_file</span>
+<span id="cb25-9"><a href="#cb25-9" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb25-10"><a href="#cb25-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-11"><a href="#cb25-11" aria-hidden="true" tabindex="-1"></a><span class="co"># Extract genotype matrix</span></span>
+<span id="cb25-12"><a href="#cb25-12" aria-hidden="true" tabindex="-1"></a>geno_matrix <span class="ot">&lt;-</span> plink_data<span class="sc">$</span>genotypes</span>
+<span id="cb25-13"><a href="#cb25-13" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-14"><a href="#cb25-14" aria-hidden="true" tabindex="-1"></a><span class="co"># Subset SNPs of interest</span></span>
+<span id="cb25-15"><a href="#cb25-15" aria-hidden="true" tabindex="-1"></a>snps_of_interest <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"rs1861"</span>, <span class="st">"rs3813199"</span>, <span class="st">"rs3128342"</span>, <span class="st">"rs11804831"</span>)</span>
+<span id="cb25-16"><a href="#cb25-16" aria-hidden="true" tabindex="-1"></a>geno_sub <span class="ot">&lt;-</span> geno_matrix[, snps_of_interest]</span>
+<span id="cb25-17"><a href="#cb25-17" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-18"><a href="#cb25-18" aria-hidden="true" tabindex="-1"></a><span class="co"># Convert to numeric (0,1,2)</span></span>
+<span id="cb25-19"><a href="#cb25-19" aria-hidden="true" tabindex="-1"></a>geno_numeric <span class="ot">&lt;-</span> <span class="fu">as</span>(geno_sub, <span class="st">"numeric"</span>)</span>
+<span id="cb25-20"><a href="#cb25-20" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-21"><a href="#cb25-21" aria-hidden="true" tabindex="-1"></a><span class="co"># Function to calculate allele frequency</span></span>
+<span id="cb25-22"><a href="#cb25-22" aria-hidden="true" tabindex="-1"></a>calc_af <span class="ot">&lt;-</span> <span class="cf">function</span>(snp_vector) {</span>
+<span id="cb25-23"><a href="#cb25-23" aria-hidden="true" tabindex="-1"></a>  <span class="fu">sum</span>(snp_vector, <span class="at">na.rm =</span> <span class="cn">TRUE</span>) <span class="sc">/</span> (<span class="dv">2</span> <span class="sc">*</span> <span class="fu">sum</span>(<span class="sc">!</span><span class="fu">is.na</span>(snp_vector)))</span>
+<span id="cb25-24"><a href="#cb25-24" aria-hidden="true" tabindex="-1"></a>}</span>
+<span id="cb25-25"><a href="#cb25-25" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-26"><a href="#cb25-26" aria-hidden="true" tabindex="-1"></a><span class="co"># Compute allele frequencies</span></span>
+<span id="cb25-27"><a href="#cb25-27" aria-hidden="true" tabindex="-1"></a>allele_freqs <span class="ot">&lt;-</span> <span class="fu">apply</span>(geno_numeric, <span class="dv">2</span>, calc_af)</span>
+<span id="cb25-28"><a href="#cb25-28" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-29"><a href="#cb25-29" aria-hidden="true" tabindex="-1"></a><span class="co"># Print results</span></span>
+<span id="cb25-30"><a href="#cb25-30" aria-hidden="true" tabindex="-1"></a>allele_freqs</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>    rs1861  rs3813199  rs3128342 rs11804831 
+ 0.9460141  0.9430874  0.6948789  0.8456588 </code></pre>
+</div>
+</div>
+<ol start="2" type="i">
+<li>What are the minor allele frequencies (MAFs) for these four SNPs?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Function to calculate minor allele frequency</span></span>
+<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a>calc_maf <span class="ot">&lt;-</span> <span class="cf">function</span>(snp_vector) {</span>
+<span id="cb27-3"><a href="#cb27-3" aria-hidden="true" tabindex="-1"></a>  af <span class="ot">&lt;-</span> <span class="fu">sum</span>(snp_vector, <span class="at">na.rm =</span> <span class="cn">TRUE</span>) <span class="sc">/</span> (<span class="dv">2</span> <span class="sc">*</span> <span class="fu">sum</span>(<span class="sc">!</span><span class="fu">is.na</span>(snp_vector)))  <span class="co"># allele freq</span></span>
+<span id="cb27-4"><a href="#cb27-4" aria-hidden="true" tabindex="-1"></a>  maf <span class="ot">&lt;-</span> <span class="fu">min</span>(af, <span class="dv">1</span> <span class="sc">-</span> af)  <span class="co"># minor allele freq</span></span>
+<span id="cb27-5"><a href="#cb27-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">return</span>(maf)</span>
+<span id="cb27-6"><a href="#cb27-6" aria-hidden="true" tabindex="-1"></a>}</span>
+<span id="cb27-7"><a href="#cb27-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb27-8"><a href="#cb27-8" aria-hidden="true" tabindex="-1"></a><span class="co"># Compute MAFs for all SNPs in geno_numeric</span></span>
+<span id="cb27-9"><a href="#cb27-9" aria-hidden="true" tabindex="-1"></a>maf_values <span class="ot">&lt;-</span> <span class="fu">apply</span>(geno_numeric, <span class="dv">2</span>, calc_maf)</span>
+<span id="cb27-10"><a href="#cb27-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb27-11"><a href="#cb27-11" aria-hidden="true" tabindex="-1"></a><span class="co"># Print results</span></span>
+<span id="cb27-12"><a href="#cb27-12" aria-hidden="true" tabindex="-1"></a>maf_values</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>    rs1861  rs3813199  rs3128342 rs11804831 
+0.05398587 0.05691262 0.30512109 0.15434124 </code></pre>
+</div>
+</div>
+</section>
+<section id="question-3-hardyweinberg-equilibrium-hwe-test" class="level4">
+<h4 class="anchored" data-anchor-id="question-3-hardyweinberg-equilibrium-hwe-test">Question 3: Hardy–Weinberg Equilibrium (HWE) Test</h4>
+<ol type="i">
+<li>Conduct the Hardy–Weinberg Equilibrium (HWE) test for all SNPs in the .bim file. Then, load the file containing the HWE p-value results and display the first few rows of the resulting data frame.</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>hwe_results <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa_hwe.hwe"</span>, <span class="at">header =</span> <span class="cn">TRUE</span>)</span>
+<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(hwe_results)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>  CHR        SNP    TEST A1 A2          GENO O.HET. E.HET.       P
+1   1  rs3737728 ALL(QT)  A  G 428/1841/1713 0.4623 0.4479 0.04379
+2   1  rs1320565 ALL(QT)  T  C   19/589/3368 0.1481 0.1453 0.27340
+3   1  rs3813199 ALL(QT)  A  G   12/428/3531 0.1078 0.1073 1.00000
+4   1 rs11804831 ALL(QT)  C  T  81/1061/2820 0.2678 0.2610 0.11340
+5   1  rs3766178 ALL(QT)  C  T 214/1378/2391 0.3460 0.3506 0.41590
+6   1  rs3128342 ALL(QT)  A  C 382/1655/1927 0.4175 0.4240 0.33030</code></pre>
+</div>
+</div>
+<ol start="2" type="i">
+<li>What are the HWE p-values for SNPs rs1861, rs3813199, rs3128342, and rs11804831?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb31"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(dplyr)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stderr">
+<pre><code>
+Attaching package: 'dplyr'</code></pre>
+</div>
+<div class="cell-output cell-output-stderr">
+<pre><code>The following objects are masked from 'package:stats':
+
+    filter, lag</code></pre>
+</div>
+<div class="cell-output cell-output-stderr">
+<pre><code>The following objects are masked from 'package:base':
+
+    intersect, setdiff, setequal, union</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb35"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb35-1"><a href="#cb35-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Now filter SNPs</span></span>
+<span id="cb35-2"><a href="#cb35-2" aria-hidden="true" tabindex="-1"></a>snps_of_interest <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"rs1861"</span>, <span class="st">"rs3813199"</span>, <span class="st">"rs3128342"</span>, <span class="st">"rs11804831"</span>)</span>
+<span id="cb35-3"><a href="#cb35-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb35-4"><a href="#cb35-4" aria-hidden="true" tabindex="-1"></a>hwe_results <span class="sc">%&gt;%</span></span>
+<span id="cb35-5"><a href="#cb35-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(SNP <span class="sc">%in%</span> snps_of_interest) <span class="sc">%&gt;%</span></span>
+<span id="cb35-6"><a href="#cb35-6" aria-hidden="true" tabindex="-1"></a>  <span class="fu">select</span>(SNP, P)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>         SNP      P
+1  rs3813199 1.0000
+2 rs11804831 0.1134
+3  rs3128342 0.3303
+4     rs1861 0.2747</code></pre>
+</div>
+</div>
+</section>
+<section id="question-4-genetic-association-test" class="level4">
+<h4 class="anchored" data-anchor-id="question-4-genetic-association-test">Question 4: Genetic Association Test</h4>
+<ol type="i">
+<li>Conduct a linear regression to test the association between SNP rs1861 and the phenotype. What is the p-value?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb37"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Read in the phenotype from .fam</span></span>
+<span id="cb37-2"><a href="#cb37-2" aria-hidden="true" tabindex="-1"></a>fam_data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span>, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
+<span id="cb37-3"><a href="#cb37-3" aria-hidden="true" tabindex="-1"></a>geno_matrix <span class="ot">&lt;-</span> <span class="fu">as</span>(geno_matrix, <span class="st">"numeric"</span>)  <span class="co"># make sure numeric</span></span>
+<span id="cb37-4"><a href="#cb37-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb37-5"><a href="#cb37-5" aria-hidden="true" tabindex="-1"></a><span class="co"># Add phenotype to genotype subset</span></span>
+<span id="cb37-6"><a href="#cb37-6" aria-hidden="true" tabindex="-1"></a>geno_df <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(geno_numeric)</span>
+<span id="cb37-7"><a href="#cb37-7" aria-hidden="true" tabindex="-1"></a>geno_df<span class="sc">$</span>PHENOTYPE <span class="ot">&lt;-</span> fam_data<span class="sc">$</span>V6  <span class="co"># column 6 is phenotype</span></span>
+<span id="cb37-8"><a href="#cb37-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb37-9"><a href="#cb37-9" aria-hidden="true" tabindex="-1"></a><span class="co"># Fit linear regression for rs1861</span></span>
+<span id="cb37-10"><a href="#cb37-10" aria-hidden="true" tabindex="-1"></a>model <span class="ot">&lt;-</span> <span class="fu">lm</span>(PHENOTYPE <span class="sc">~</span> rs1861, <span class="at">data =</span> geno_df)</span>
+<span id="cb37-11"><a href="#cb37-11" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb37-12"><a href="#cb37-12" aria-hidden="true" tabindex="-1"></a><span class="co"># Summary to get p-value</span></span>
+<span id="cb37-13"><a href="#cb37-13" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(model)<span class="sc">$</span>coefficients</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>              Estimate Std. Error    t value     Pr(&gt;|t|)
+(Intercept) 0.05238114 0.09486224  0.5521811 5.808554e-01
+rs1861      0.97382401 0.04942584 19.7027317 1.617463e-82</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb39"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Extract p-value for rs1861</span></span>
+<span id="cb39-2"><a href="#cb39-2" aria-hidden="true" tabindex="-1"></a>p_value <span class="ot">&lt;-</span> <span class="fu">summary</span>(model)<span class="sc">$</span>coefficients[<span class="st">"rs1861"</span>, <span class="st">"Pr(&gt;|t|)"</span>]</span>
+<span id="cb39-3"><a href="#cb39-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb39-4"><a href="#cb39-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Print it</span></span>
+<span id="cb39-5"><a href="#cb39-5" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"SNP: rs1861</span><span class="sc">\n</span><span class="st">Linear regression p-value:"</span>, p_value, <span class="st">"</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>SNP: rs1861
+Linear regression p-value: 1.617463e-82 </code></pre>
+</div>
+</div>
+<ol start="2" type="i">
+<li>How would you interpret the beta coefficient from this regression?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb41"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb41-1"><a href="#cb41-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(model)<span class="sc">$</span>coefficients</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>              Estimate Std. Error    t value     Pr(&gt;|t|)
+(Intercept) 0.05238114 0.09486224  0.5521811 5.808554e-01
+rs1861      0.97382401 0.04942584 19.7027317 1.617463e-82</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb43"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb43-1"><a href="#cb43-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Extract beta (estimate) and p-value for rs1861</span></span>
+<span id="cb43-2"><a href="#cb43-2" aria-hidden="true" tabindex="-1"></a>beta <span class="ot">&lt;-</span> <span class="fu">summary</span>(model)<span class="sc">$</span>coefficients[<span class="st">"rs1861"</span>, <span class="st">"Estimate"</span>]</span>
+<span id="cb43-3"><a href="#cb43-3" aria-hidden="true" tabindex="-1"></a>pval <span class="ot">&lt;-</span> <span class="fu">summary</span>(model)<span class="sc">$</span>coefficients[<span class="st">"rs1861"</span>, <span class="st">"Pr(&gt;|t|)"</span>]</span>
+<span id="cb43-4"><a href="#cb43-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb43-5"><a href="#cb43-5" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"rs1861: Beta ="</span>, beta, <span class="st">", p-value ="</span>, pval, <span class="st">"</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>rs1861: Beta = 0.973824 , p-value = 1.617463e-82 </code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb45"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb45-1"><a href="#cb45-1" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span> (<span class="st">"The beta coefficient for rs1861 is approximately 0.974, indicating that each additional copy of the minor allele is associated with an increase of about 0.974 units in the phenotype under an additive model.</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>The beta coefficient for rs1861 is approximately 0.974, indicating that each additional copy of the minor allele is associated with an increase of about 0.974 units in the phenotype under an additive model.</code></pre>
+</div>
+</div>
+<ol start="3" type="i">
+<li>Plot the scatterplot of phenotype versus the genotype of SNP rs1861. Add the regression line to the plot.</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb47"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb47-1"><a href="#cb47-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(ggplot2)</span>
+<span id="cb47-2"><a href="#cb47-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(dplyr)</span>
+<span id="cb47-3"><a href="#cb47-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb47-4"><a href="#cb47-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Create prediction data (smooth curve)</span></span>
+<span id="cb47-5"><a href="#cb47-5" aria-hidden="true" tabindex="-1"></a>geno_range <span class="ot">&lt;-</span> <span class="fu">data.frame</span>(</span>
+<span id="cb47-6"><a href="#cb47-6" aria-hidden="true" tabindex="-1"></a>  <span class="at">rs1861 =</span> <span class="fu">seq</span>(<span class="dv">0</span>, <span class="dv">2</span>, <span class="at">length.out =</span> <span class="dv">100</span>)</span>
+<span id="cb47-7"><a href="#cb47-7" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb47-8"><a href="#cb47-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb47-9"><a href="#cb47-9" aria-hidden="true" tabindex="-1"></a>geno_range<span class="sc">$</span>predicted <span class="ot">&lt;-</span> <span class="fu">predict</span>(model, <span class="at">newdata =</span> geno_range)</span>
+<span id="cb47-10"><a href="#cb47-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb47-11"><a href="#cb47-11" aria-hidden="true" tabindex="-1"></a><span class="co"># Prepare count data (for point sizes)</span></span>
+<span id="cb47-12"><a href="#cb47-12" aria-hidden="true" tabindex="-1"></a>count_data <span class="ot">&lt;-</span> geno_df <span class="sc">%&gt;%</span></span>
+<span id="cb47-13"><a href="#cb47-13" aria-hidden="true" tabindex="-1"></a>  <span class="fu">mutate</span>(<span class="at">PHENOTYPE =</span> <span class="fu">round</span>(PHENOTYPE)) <span class="sc">%&gt;%</span></span>
+<span id="cb47-14"><a href="#cb47-14" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(<span class="sc">!</span><span class="fu">is.na</span>(rs1861), <span class="sc">!</span><span class="fu">is.na</span>(PHENOTYPE)) <span class="sc">%&gt;%</span></span>
+<span id="cb47-15"><a href="#cb47-15" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(rs1861, PHENOTYPE) <span class="sc">%&gt;%</span></span>
+<span id="cb47-16"><a href="#cb47-16" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarise</span>(<span class="at">count =</span> <span class="fu">n</span>(), <span class="at">.groups =</span> <span class="st">"drop"</span>)</span>
+<span id="cb47-17"><a href="#cb47-17" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb47-18"><a href="#cb47-18" aria-hidden="true" tabindex="-1"></a><span class="co"># Plot</span></span>
+<span id="cb47-19"><a href="#cb47-19" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">ggplot</span>() <span class="sc">+</span></span>
+<span id="cb47-20"><a href="#cb47-20" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>(</span>
+<span id="cb47-21"><a href="#cb47-21" aria-hidden="true" tabindex="-1"></a>    <span class="at">data =</span> count_data,</span>
+<span id="cb47-22"><a href="#cb47-22" aria-hidden="true" tabindex="-1"></a>    <span class="fu">aes</span>(<span class="at">x =</span> rs1861, <span class="at">y =</span> PHENOTYPE, <span class="at">size =</span> count),</span>
+<span id="cb47-23"><a href="#cb47-23" aria-hidden="true" tabindex="-1"></a>    <span class="at">color =</span> <span class="st">"blue"</span></span>
+<span id="cb47-24"><a href="#cb47-24" aria-hidden="true" tabindex="-1"></a>  ) <span class="sc">+</span></span>
+<span id="cb47-25"><a href="#cb47-25" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_line</span>(</span>
+<span id="cb47-26"><a href="#cb47-26" aria-hidden="true" tabindex="-1"></a>    <span class="at">data =</span> geno_range,</span>
+<span id="cb47-27"><a href="#cb47-27" aria-hidden="true" tabindex="-1"></a>    <span class="fu">aes</span>(<span class="at">x =</span> rs1861, <span class="at">y =</span> predicted),</span>
+<span id="cb47-28"><a href="#cb47-28" aria-hidden="true" tabindex="-1"></a>    <span class="at">color =</span> <span class="st">"red"</span>,</span>
+<span id="cb47-29"><a href="#cb47-29" aria-hidden="true" tabindex="-1"></a>    <span class="at">size =</span> <span class="fl">1.2</span></span>
+<span id="cb47-30"><a href="#cb47-30" aria-hidden="true" tabindex="-1"></a>  ) <span class="sc">+</span></span>
+<span id="cb47-31"><a href="#cb47-31" aria-hidden="true" tabindex="-1"></a>  <span class="fu">scale_size_continuous</span>(<span class="at">range =</span> <span class="fu">c</span>(<span class="dv">2</span>, <span class="dv">10</span>)) <span class="sc">+</span></span>
+<span id="cb47-32"><a href="#cb47-32" aria-hidden="true" tabindex="-1"></a>  <span class="fu">labs</span>(</span>
+<span id="cb47-33"><a href="#cb47-33" aria-hidden="true" tabindex="-1"></a>    <span class="at">title =</span> <span class="st">"Phenotype vs Genotype (rs1861)"</span>,</span>
+<span id="cb47-34"><a href="#cb47-34" aria-hidden="true" tabindex="-1"></a>    <span class="at">x =</span> <span class="st">"Genotype (0/1/2)"</span>,</span>
+<span id="cb47-35"><a href="#cb47-35" aria-hidden="true" tabindex="-1"></a>    <span class="at">y =</span> <span class="st">"Phenotype"</span>,</span>
+<span id="cb47-36"><a href="#cb47-36" aria-hidden="true" tabindex="-1"></a>    <span class="at">size =</span> <span class="st">"Count"</span></span>
+<span id="cb47-37"><a href="#cb47-37" aria-hidden="true" tabindex="-1"></a>  ) <span class="sc">+</span></span>
+<span id="cb47-38"><a href="#cb47-38" aria-hidden="true" tabindex="-1"></a>  <span class="fu">coord_cartesian</span>(<span class="at">xlim =</span> <span class="fu">c</span>(<span class="sc">-</span><span class="fl">0.5</span>, <span class="fl">2.5</span>), <span class="at">ylim =</span> <span class="fu">c</span>(<span class="sc">-</span><span class="fl">0.1</span>, <span class="fl">1.1</span>)) <span class="sc">+</span></span>
+<span id="cb47-39"><a href="#cb47-39" aria-hidden="true" tabindex="-1"></a>  <span class="fu">theme_minimal</span>()</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stderr">
+<pre><code>Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
+ℹ Please use `linewidth` instead.</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb49"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb49-1"><a href="#cb49-1" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(p)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="assignment_1_files/figure-html/unnamed-chunk-13-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<ol start="4" type="i">
+<li>Convert the genotype coding for rs1861 to recessive coding.</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb50"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb50-1"><a href="#cb50-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Create a new variable with recessive coding</span></span>
+<span id="cb50-2"><a href="#cb50-2" aria-hidden="true" tabindex="-1"></a>geno_df<span class="sc">$</span>rs1861_rec <span class="ot">&lt;-</span> <span class="fu">ifelse</span>(geno_df<span class="sc">$</span>rs1861 <span class="sc">==</span> <span class="dv">2</span>, <span class="dv">1</span>, <span class="dv">0</span>)</span>
+<span id="cb50-3"><a href="#cb50-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb50-4"><a href="#cb50-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Check result</span></span>
+<span id="cb50-5"><a href="#cb50-5" aria-hidden="true" tabindex="-1"></a><span class="fu">table</span>(geno_df<span class="sc">$</span>rs1861, geno_df<span class="sc">$</span>rs1861_rec)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>   
+       0    1
+  0   15    0
+  1  398    0
+  2    0 3551</code></pre>
+</div>
+</div>
+<ol start="22" type="a">
+<li>Conduct a linear regression to test the association between the recessive-coded rs1861 and the phenotype. What is the p-value?</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb52"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb52-1"><a href="#cb52-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Fit linear regression with recessive coding</span></span>
+<span id="cb52-2"><a href="#cb52-2" aria-hidden="true" tabindex="-1"></a>model_rec <span class="ot">&lt;-</span> <span class="fu">lm</span>(PHENOTYPE <span class="sc">~</span> rs1861_rec, <span class="at">data =</span> geno_df)</span>
+<span id="cb52-3"><a href="#cb52-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb52-4"><a href="#cb52-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Extract p-value</span></span>
+<span id="cb52-5"><a href="#cb52-5" aria-hidden="true" tabindex="-1"></a>p_value_rec <span class="ot">&lt;-</span> <span class="fu">summary</span>(model_rec)<span class="sc">$</span>coefficients[<span class="st">"rs1861_rec"</span>, <span class="st">"Pr(&gt;|t|)"</span>]</span>
+<span id="cb52-6"><a href="#cb52-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb52-7"><a href="#cb52-7" aria-hidden="true" tabindex="-1"></a><span class="co"># Print result</span></span>
+<span id="cb52-8"><a href="#cb52-8" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"Recessive model p-value:"</span>, p_value_rec, <span class="st">"</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Recessive model p-value: 2.729298e-79 </code></pre>
+</div>
+</div>
+<ol start="6" type="i">
+<li>Plot the scatterplot of phenotype versus the recessive-coded genotype of rs1861. Add the regression line to the plot.</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb54"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb54-1"><a href="#cb54-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Scatterplot</span></span>
+<span id="cb54-2"><a href="#cb54-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(geno_df<span class="sc">$</span>rs1861_rec, geno_df<span class="sc">$</span>PHENOTYPE,</span>
+<span id="cb54-3"><a href="#cb54-3" aria-hidden="true" tabindex="-1"></a>     <span class="at">xlab =</span> <span class="st">"Recessive Genotype (rs1861)"</span>,</span>
+<span id="cb54-4"><a href="#cb54-4" aria-hidden="true" tabindex="-1"></a>     <span class="at">ylab =</span> <span class="st">"Phenotype"</span>,</span>
+<span id="cb54-5"><a href="#cb54-5" aria-hidden="true" tabindex="-1"></a>     <span class="at">main =</span> <span class="st">"Phenotype vs Recessive rs1861"</span>,</span>
+<span id="cb54-6"><a href="#cb54-6" aria-hidden="true" tabindex="-1"></a>     <span class="at">pch =</span> <span class="dv">16</span>)</span>
+<span id="cb54-7"><a href="#cb54-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb54-8"><a href="#cb54-8" aria-hidden="true" tabindex="-1"></a><span class="co"># Add regression line</span></span>
+<span id="cb54-9"><a href="#cb54-9" aria-hidden="true" tabindex="-1"></a><span class="fu">abline</span>(model_rec, <span class="at">col =</span> <span class="st">"red"</span>, <span class="at">lwd =</span> <span class="dv">2</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="assignment_1_files/figure-html/unnamed-chunk-16-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<ol start="7" type="i">
+<li>Which model fits better? Justify your answer.</li>
+</ol>
+<div class="cell">
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb55"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb55-1"><a href="#cb55-1" aria-hidden="true" tabindex="-1"></a><span class="co"># R-squared for additive model</span></span>
+<span id="cb55-2"><a href="#cb55-2" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(model)<span class="sc">$</span>r.squared</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>[1] 0.08923678</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb57"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb57-1"><a href="#cb57-1" aria-hidden="true" tabindex="-1"></a><span class="co"># R-squared for recessive model</span></span>
+<span id="cb57-2"><a href="#cb57-2" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(model_rec)<span class="sc">$</span>r.squared</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>[1] 0.08582295</code></pre>
+</div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb59"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb59-1"><a href="#cb59-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Compare model fits</span></span>
+<span id="cb59-2"><a href="#cb59-2" aria-hidden="true" tabindex="-1"></a><span class="fu">cat</span>(<span class="st">"The additive model fits slightly better than the recessive model because its R-squared is higher (0.0892 vs 0.0858), even though both p-values are highly significant.</span><span class="sc">\n</span><span class="st">"</span>)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>The additive model fits slightly better than the recessive model because its R-squared is higher (0.0892 vs 0.0858), even though both p-values are highly significant.</code></pre>
+</div>
+</div>
+</section>
+<section id="criteria" class="level3">
+<h3 class="anchored" data-anchor-id="criteria">Criteria</h3>
+<table class="caption-top table">
+<colgroup>
+<col style="width: 33%">
+<col style="width: 33%">
+<col style="width: 33%">
+</colgroup>
+<thead>
+<tr class="header">
+<th>Criteria</th>
+<th>Complete</th>
+<th>Incomplete</th>
+</tr>
+</thead>
+<tbody>
+<tr class="odd">
+<td><strong>Data Inspection</strong></td>
+<td>Correct sample/SNP counts and variable type identified.</td>
+<td>Missing or incorrect counts or variable type.</td>
+</tr>
+<tr class="even">
+<td><strong>Allele Frequency Estimation</strong></td>
+<td>Correct allele and minor allele frequencies computed.</td>
+<td>Frequencies missing or wrong.</td>
+</tr>
+<tr class="odd">
+<td><strong>Hardy–Weinberg Equilibrium Test</strong></td>
+<td>Correct PLINK command and p-value extraction in R.</td>
+<td>PLINK command or extraction incorrect/missing.</td>
+</tr>
+<tr class="even">
+<td><strong>Genetic Association Test</strong></td>
+<td>Correct regressions, plots, coding, and interpretation.</td>
+<td>Regression, plots, or interpretation missing/incomplete.</td>
+</tr>
+</tbody>
+</table>
+</section>
+<section id="submission-information" class="level3">
+<h3 class="anchored" data-anchor-id="submission-information">Submission Information</h3>
+<p>📌 Please review our <a href="https://github.com/UofT-DSI/onboarding/blob/main/onboarding_documents/submissions.md">Assignment Submission Guide</a> for detailed instructions on how to format, branch, and submit your work. Following these guidelines is crucial for your submissions to be evaluated correctly.</p>
+<section id="note" class="level4">
+<h4 class="anchored" data-anchor-id="note">Note:</h4>
+<p>If you like, you may collaborate with others in the cohort. If you choose to do so, please indicate with whom you have worked with in your pull request by tagging their GitHub username. Separate submissions are required.</p>
+<hr>
+</section>
+<section id="submission-parameters" class="level4">
+<h4 class="anchored" data-anchor-id="submission-parameters">Submission Parameters</h4>
+<ul>
+<li><p>Submission Due Date: <code>11:59 PM – 16/03/2026</code></p></li>
+<li><p>Branch name for your repo should be: <code>assignment-1</code></p></li>
+<li><p>What to submit for this assignment:</p>
+<ul>
+<li>Populate this Quarto document (<code>assignment_1.qmd</code>).</li>
+<li>Render the document with Quarto: <code>quarto render assignment_1.qmd</code>.</li>
+<li>Submit both <code>assignment_1.qmd</code> and the rendered HTML file <code>assignment_1.html</code> in your pull request.</li>
+</ul></li>
+<li><p>What the pull request link should look like for this assignment: <code>https://github.com/&lt;your_github_username&gt;/gen_data/pull/&lt;pr_id&gt;</code></p>
+<ul>
+<li>Open a private window in your browser. Copy and paste the link to your pull request into the address bar. Make sure you can see your pull request properly. This helps the technical facilitator and learning support team review your submission easily.</li>
+</ul></li>
+</ul>
+<hr>
+<p>Checklist:</p>
+<ul>
+<li>Created a branch with the correct naming convention.</li>
+<li>Ensured that the repository is public.</li>
+<li>Reviewed the PR description guidelines and adhered to them.</li>
+<li>Verified that the link is accessible in a private browser window.</li>
+<li>Confirmed that both <code>assignment_1.qmd</code> and <code>assignment_1.html</code> are included in the pull request.</li>
+</ul>
+<p>If you encounter any difficulties or have questions, please don’t hesitate to reach out to our team via our Slack help channel. Our technical facilitators and learning support team are here to help you navigate any challenges.</p>
+</section>
+</section>
+</section>
+
+</main>
+<!-- /main column -->
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+                gutterDiv.style.position = 'absolute';
+                const codeCell = window.document.getElementById(targetCell);
+                const gutter = codeCell.querySelector('.code-annotation-gutter');
+                gutter.appendChild(gutterDiv);
+              }
+              gutterDiv.style.top = top - 2 + "px";
+              gutterDiv.style.height = height + 4 + "px";
+            }
+            selectedAnnoteEl = annoteEl;
+          }
+        };
+        const unselectCodeLines = () => {
+          const elementsIds = ["code-annotation-line-highlight", "code-annotation-line-highlight-gutter"];
+          elementsIds.forEach((elId) => {
+            const div = window.document.getElementById(elId);
+            if (div) {
+              div.remove();
+            }
+          });
+          selectedAnnoteEl = undefined;
+        };
+          // Handle positioning of the toggle
+      window.addEventListener(
+        "resize",
+        throttle(() => {
+          elRect = undefined;
+          if (selectedAnnoteEl) {
+            selectCodeLines(selectedAnnoteEl);
+          }
+        }, 10)
+      );
+      function throttle(fn, ms) {
+      let throttle = false;
+      let timer;
+        return (...args) => {
+          if(!throttle) { // first call gets through
+              fn.apply(this, args);
+              throttle = true;
+          } else { // all the others get throttled
+              if(timer) clearTimeout(timer); // cancel #2
+              timer = setTimeout(() => {
+                fn.apply(this, args);
+                timer = throttle = false;
+              }, ms);
+          }
+        };
+      }
+        // Attach click handler to the DT
+        const annoteDls = window.document.querySelectorAll('dt[data-target-cell]');
+        for (const annoteDlNode of annoteDls) {
+          annoteDlNode.addEventListener('click', (event) => {
+            const clickedEl = event.target;
+            if (clickedEl !== selectedAnnoteEl) {
+              unselectCodeLines();
+              const activeEl = window.document.querySelector('dt[data-target-cell].code-annotation-active');
+              if (activeEl) {
+                activeEl.classList.remove('code-annotation-active');
+              }
+              selectCodeLines(clickedEl);
+              clickedEl.classList.add('code-annotation-active');
+            } else {
+              // Unselect the line
+              unselectCodeLines();
+              clickedEl.classList.remove('code-annotation-active');
+            }
+          });
+        }
+    const findCites = (el) => {
+      const parentEl = el.parentElement;
+      if (parentEl) {
+        const cites = parentEl.dataset.cites;
+        if (cites) {
+          return {
+            el,
+            cites: cites.split(' ')
+          };
+        } else {
+          return findCites(el.parentElement)
+        }
+      } else {
+        return undefined;
+      }
+    };
+    var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
+    for (var i=0; i<bibliorefs.length; i++) {
+      const ref = bibliorefs[i];
+      const citeInfo = findCites(ref);
+      if (citeInfo) {
+        tippyHover(citeInfo.el, function() {
+          var popup = window.document.createElement('div');
+          citeInfo.cites.forEach(function(cite) {
+            var citeDiv = window.document.createElement('div');
+            citeDiv.classList.add('hanging-indent');
+            citeDiv.classList.add('csl-entry');
+            var biblioDiv = window.document.getElementById('ref-' + cite);
+            if (biblioDiv) {
+              citeDiv.innerHTML = biblioDiv.innerHTML;
+            }
+            popup.appendChild(citeDiv);
+          });
+          return popup.innerHTML;
+        });
+      }
+    }
+  });
+  </script>
+</div> <!-- /content -->
+
+
+
+
+</body></html>
\ No newline at end of file

From 19ff3b7a52238befd135b2e81259e031211e139d Mon Sep 17 00:00:00 2001
From: Athira K <krishnanathika@gmail.com>
Date: Thu, 19 Mar 2026 03:20:41 +0530
Subject: [PATCH 3/5] Update file paths and add rendered HTML for resubmission

---
 02_activities/assignments/assignment_1.html | 18 +++++++++---------
 02_activities/assignments/assignment_1.qmd  | 19 +++++++++----------
 2 files changed, 18 insertions(+), 19 deletions(-)

diff --git a/02_activities/assignments/assignment_1.html b/02_activities/assignments/assignment_1.html
index 77a219f..26b467d 100644
--- a/02_activities/assignments/assignment_1.html
+++ b/02_activities/assignments/assignment_1.html
@@ -109,9 +109,9 @@ <h2 class="anchored" data-anchor-id="assignment-1">Assignment 1</h2>
 <h4 class="anchored" data-anchor-id="question-1-data-inspection">Question 1: Data inspection</h4>
 <p>Before fitting any models, it is essential to understand the data. Use R or bash code to answer the following questions about the <code>gwa.qc.A1.fam</code>, <code>gwa.qc.A1.bim</code>, and <code>gwa.qc.A1.bed</code> files, available at the following Google Drive link: <a href="https://drive.google.com/drive/folders/11meVqGCY5yAyI1fh-fAlMEXQt0VmRGuz?usp=drive_link" class="uri">https://drive.google.com/drive/folders/11meVqGCY5yAyI1fh-fAlMEXQt0VmRGuz?usp=drive_link</a>. Please download all three files from this link and place them in <code>02_activities/data/</code>.</p>
 <div class="cell">
-<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>fam_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span></span>
-<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>bim_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"</span></span>
-<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a>bed_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"</span></span>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>fam_file <span class="ot">&lt;-</span> <span class="st">"../data/gwa.qc.A1.fam"</span></span>
+<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>bim_file <span class="ot">&lt;-</span> <span class="st">"../data/gwa.qc.A1.bim"</span></span>
+<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a>bed_file <span class="ot">&lt;-</span> <span class="st">"../data/gwa.qc.A1.bed"</span></span>
 <span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a>fam_data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(fam_file, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
@@ -167,13 +167,13 @@ <h4 class="anchored" data-anchor-id="question-1-data-inspection">Question 1: Dat
 <li>Read the .fam file. How many samples does the dataset contain?</li>
 </ol>
 <div class="cell">
-<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>fam_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span></span>
-<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>bim_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"</span></span>
-<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>bed_file <span class="ot">&lt;-</span> <span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"</span></span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>ffam_file <span class="ot">&lt;-</span> <span class="st">"../data/gwa.qc.A1.fam"</span></span>
+<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>bim_file <span class="ot">&lt;-</span> <span class="st">"../data/gwa.qc.A1.bim"</span></span>
+<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>bed_file <span class="ot">&lt;-</span> <span class="st">"../data/gwa.qc.A1.bed"</span></span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
 </div>
 <div class="cell">
 <div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb15"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Read the data file</span></span>
-<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span>, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"../data/gwa.qc.A1.fam"</span>, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
 <span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Display number of rows</span></span>
 <span id="cb15-5"><a href="#cb15-5" aria-hidden="true" tabindex="-1"></a><span class="fu">nrow</span>(data)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
@@ -2955,7 +2955,7 @@ <h4 class="anchored" data-anchor-id="question-3-hardyweinberg-equilibrium-hwe-te
 <li>Conduct the Hardy–Weinberg Equilibrium (HWE) test for all SNPs in the .bim file. Then, load the file containing the HWE p-value results and display the first few rows of the resulting data frame.</li>
 </ol>
 <div class="cell">
-<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>hwe_results <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa_hwe.hwe"</span>, <span class="at">header =</span> <span class="cn">TRUE</span>)</span>
+<div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>hwe_results <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"../data/gwa_hwe.hwe"</span>, <span class="at">header =</span> <span class="cn">TRUE</span>)</span>
 <span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(hwe_results)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
 <div class="cell-output cell-output-stdout">
 <pre><code>  CHR        SNP    TEST A1 A2          GENO O.HET. E.HET.       P
@@ -3008,7 +3008,7 @@ <h4 class="anchored" data-anchor-id="question-4-genetic-association-test">Questi
 </ol>
 <div class="cell">
 <div class="code-copy-outer-scaffold"><div class="sourceCode cell-code" id="cb37"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Read in the phenotype from .fam</span></span>
-<span id="cb37-2"><a href="#cb37-2" aria-hidden="true" tabindex="-1"></a>fam_data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"</span>, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
+<span id="cb37-2"><a href="#cb37-2" aria-hidden="true" tabindex="-1"></a>fam_data <span class="ot">&lt;-</span> <span class="fu">read.table</span>(<span class="st">"../data/gwa.qc.A1.fam"</span>, <span class="at">header =</span> <span class="cn">FALSE</span>)</span>
 <span id="cb37-3"><a href="#cb37-3" aria-hidden="true" tabindex="-1"></a>geno_matrix <span class="ot">&lt;-</span> <span class="fu">as</span>(geno_matrix, <span class="st">"numeric"</span>)  <span class="co"># make sure numeric</span></span>
 <span id="cb37-4"><a href="#cb37-4" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb37-5"><a href="#cb37-5" aria-hidden="true" tabindex="-1"></a><span class="co"># Add phenotype to genotype subset</span></span>
diff --git a/02_activities/assignments/assignment_1.qmd b/02_activities/assignments/assignment_1.qmd
index 2db100b..1d9ee79 100644
--- a/02_activities/assignments/assignment_1.qmd
+++ b/02_activities/assignments/assignment_1.qmd
@@ -18,10 +18,9 @@ You will need to install PLINK and run the analyses. Please follow the OS-specif
 Before fitting any models, it is essential to understand the data. Use R or bash code to answer the following questions about the `gwa.qc.A1.fam`, `gwa.qc.A1.bim`, and `gwa.qc.A1.bed` files, available at the following Google Drive link: <https://drive.google.com/drive/folders/11meVqGCY5yAyI1fh-fAlMEXQt0VmRGuz?usp=drive_link>. Please download all three files from this link and place them in `02_activities/data/`.
 ```{r}
 
-
-fam_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"
-bim_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"
-bed_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"
+fam_file <- "../data/gwa.qc.A1.fam"
+bim_file <- "../data/gwa.qc.A1.bim"
+bed_file <- "../data/gwa.qc.A1.bed"
 
 
 fam_data <- read.table(fam_file, header = FALSE)
@@ -48,13 +47,13 @@ cat("Genotype matrix dimensions (samples x SNPs):", dim(geno_matrix), "\n")
 
 
 ```{r}
-fam_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam"
-bim_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bim"
-bed_file <- "/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.bed"
+ffam_file <- "../data/gwa.qc.A1.fam"
+bim_file <- "../data/gwa.qc.A1.bim"
+bed_file <- "../data/gwa.qc.A1.bed"
 ```
 ```{r}
 # Read the data file
-data <- read.table("/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam", header = FALSE)
+data <- read.table("../data/gwa.qc.A1.fam", header = FALSE)
 
 # Display number of rows
 nrow(data)
@@ -150,7 +149,7 @@ maf_values
 (i) Conduct the Hardy–Weinberg Equilibrium (HWE) test for all SNPs in the .bim file. Then, load the file containing the HWE p-value results and display the first few rows of the resulting data frame.
 
 ```  {r}       
-hwe_results <- read.table("/Users/athira/Desktop/gen_data/02_activities/data/gwa_hwe.hwe", header = TRUE)
+hwe_results <- read.table("../data/gwa_hwe.hwe", header = TRUE)
 head(hwe_results)
 ```
 
@@ -175,7 +174,7 @@ hwe_results %>%
 
 ```{r}
 # Read in the phenotype from .fam
-fam_data <- read.table("/Users/athira/Desktop/gen_data/02_activities/data/gwa.qc.A1.fam", header = FALSE)
+fam_data <- read.table("../data/gwa.qc.A1.fam", header = FALSE)
 geno_matrix <- as(geno_matrix, "numeric")  # make sure numeric
 
 # Add phenotype to genotype subset

From 9e158de9478073b06907d7577bed17ac858932f2 Mon Sep 17 00:00:00 2001
From: Athira K <krishnanathika@gmail.com>
Date: Thu, 19 Mar 2026 20:40:27 +0530
Subject: [PATCH 4/5] Move assignment files to root directory

---
 .../figure-html/unnamed-chunk-13-1.png        |  Bin 0 -> 85410 bytes
 .../figure-html/unnamed-chunk-16-1.png        |  Bin 0 -> 69652 bytes
 ...p-d6a003b94517c951b2d65075d42fb01b.min.css |   12 +
 .../libs/bootstrap/bootstrap-icons.css        | 2106 +++++++++++++++++
 .../libs/bootstrap/bootstrap-icons.woff       |  Bin 0 -> 180288 bytes
 .../libs/bootstrap/bootstrap.min.js           |    7 +
 .../libs/clipboard/clipboard.min.js           |    7 +
 .../libs/quarto-html/anchor.min.js            |    9 +
 .../libs/quarto-html/axe/axe-check.js         |  145 ++
 .../libs/quarto-html/popper.min.js            |    6 +
 ...hting-ed96de9b727972fe78a7b5d16c58bf87.css |  236 ++
 .../libs/quarto-html/quarto.js                |  847 +++++++
 .../libs/quarto-html/tabsets/tabsets.js       |   95 +
 .../libs/quarto-html/tippy.css                |    1 +
 .../libs/quarto-html/tippy.umd.min.js         |    2 +
 02_activities/assignments/gwa_hwe.log         |   15 +
 02_activities/tutorials/tutorial_1.qmd        |   21 +-
 .../assignment_1.html => assignment_1.html    |    0
 .../assignment_1.qmd => assignment_1.qmd      |    0
 19 files changed, 3499 insertions(+), 10 deletions(-)
 create mode 100644 02_activities/assignments/assignment_1_files/figure-html/unnamed-chunk-13-1.png
 create mode 100644 02_activities/assignments/assignment_1_files/figure-html/unnamed-chunk-16-1.png
 create mode 100644 02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-d6a003b94517c951b2d65075d42fb01b.min.css
 create mode 100644 02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-icons.css
 create mode 100644 02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-icons.woff
 create mode 100644 02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap.min.js
 create mode 100644 02_activities/assignments/assignment_1_files/libs/clipboard/clipboard.min.js
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/anchor.min.js
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/axe/axe-check.js
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/popper.min.js
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/quarto-syntax-highlighting-ed96de9b727972fe78a7b5d16c58bf87.css
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/quarto.js
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/tabsets/tabsets.js
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.css
 create mode 100644 02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.umd.min.js
 create mode 100644 02_activities/assignments/gwa_hwe.log
 rename 02_activities/assignments/assignment_1.html => assignment_1.html (100%)
 rename 02_activities/assignments/assignment_1.qmd => assignment_1.qmd (100%)

diff --git a/02_activities/assignments/assignment_1_files/figure-html/unnamed-chunk-13-1.png b/02_activities/assignments/assignment_1_files/figure-html/unnamed-chunk-13-1.png
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diff --git a/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-d6a003b94517c951b2d65075d42fb01b.min.css b/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-d6a003b94517c951b2d65075d42fb01b.min.css
new file mode 100644
index 0000000..eea79df
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-d6a003b94517c951b2d65075d42fb01b.min.css
@@ -0,0 +1,12 @@
+/*!
+ * Bootstrap  v5.3.1 (https://getbootstrap.com/)
+ * Copyright 2011-2023 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */:root,[data-bs-theme=light]{--bs-blue: #0d6efd;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #d63384;--bs-red: #dc3545;--bs-orange: #fd7e14;--bs-yellow: #ffc107;--bs-green: #198754;--bs-teal: #20c997;--bs-cyan: #0dcaf0;--bs-black: #000;--bs-white: #ffffff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #e9ecef;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #6c757d;--bs-gray-700: #495057;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-default: #dee2e6;--bs-primary: #0d6efd;--bs-secondary: #6c757d;--bs-success: #198754;--bs-info: #0dcaf0;--bs-warning: #ffc107;--bs-danger: #dc3545;--bs-light: #f8f9fa;--bs-dark: #212529;--bs-default-rgb: 222, 226, 230;--bs-primary-rgb: 13, 110, 253;--bs-secondary-rgb: 108, 117, 125;--bs-success-rgb: 25, 135, 84;--bs-info-rgb: 13, 202, 240;--bs-warning-rgb: 255, 193, 7;--bs-danger-rgb: 220, 53, 69;--bs-light-rgb: 248, 249, 250;--bs-dark-rgb: 33, 37, 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1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: #0d6efd;--bs-nav-link-hover-color: rgb(10.4, 88, 202.4);--bs-nav-link-disabled-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding-left:0;margin-bottom:0;list-style:none}.nav-link{display:block;padding:var(--bs-nav-link-padding-y) var(--bs-nav-link-padding-x);font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);color:var(--bs-nav-link-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background:none;border:0;transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out}@media(prefers-reduced-motion: reduce){.nav-link{transition:none}}.nav-link:hover,.nav-link:focus{color:var(--bs-nav-link-hover-color)}.nav-link:focus-visible{outline:0;box-shadow:0 0 0 .25rem 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0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.375rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.375rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: 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var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 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.nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 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ease;--bs-accordion-border-color: rgb(221.7, 222.3, 222.9);--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.375rem;--bs-accordion-inner-border-radius: calc(0.375rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: #ffffff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='rgb%285.2, 44, 101.2%29'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: rgb(134, 182.5, 254);--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: rgb(5.2, 44, 101.2);--bs-accordion-active-bg: rgb(206.6, 226, 254.6)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='rgb%28109.8, 168, 253.8%29'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='rgb%28109.8, 168, 253.8%29'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: rgb(221.7, 222.3, 222.9);--bs-pagination-border-radius: 0.375rem;--bs-pagination-hover-color: rgb(10.4, 88, 202.4);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: rgb(221.7, 222.3, 222.9);--bs-pagination-focus-color: rgb(10.4, 88, 202.4);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: rgb(221.7, 222.3, 222.9);display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.25rem}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #ffffff;--bs-badge-border-radius: 0.375rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.375rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.375rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: rgb(221.7, 222.3, 222.9);--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.375rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid 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576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' 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0.375rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 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#000;--bslib-color-bg: rgb(120.4, 171, 98.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(120.4,171,98.6);color:#000}.bg-gradient-teal-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(121.2, 197.8, 93.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(121.2,197.8,93.4);color:#000}.bg-gradient-teal-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(29.2, 174.6, 124.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(29.2,174.6,124.2);color:#000}.bg-gradient-teal-cyan{--bslib-color-fg: #000;--bslib-color-bg: rgb(24.4, 201.4, 186.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #0dcaf0 var(--bg-gradient-end, 180%)) rgb(24.4,201.4,186.6);color:#000}.bg-gradient-cyan-blue{--bslib-color-fg: #000;--bslib-color-bg: rgb(13, 165.2, 245.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #0d6efd var(--bg-gradient-end, 180%)) rgb(13,165.2,245.2);color:#000}.bg-gradient-cyan-indigo{--bslib-color-fg: #000;--bslib-color-bg: rgb(48.6, 127.6, 240.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(48.6,127.6,240.8);color:#000}.bg-gradient-cyan-purple{--bslib-color-fg: #000;--bslib-color-bg: rgb(52.2, 147.6, 221.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(52.2,147.6,221.2);color:#000}.bg-gradient-cyan-pink{--bslib-color-fg: #000;--bslib-color-bg: rgb(93.4, 141.6, 196.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #d63384 var(--bg-gradient-end, 180%)) rgb(93.4,141.6,196.8);color:#000}.bg-gradient-cyan-red{--bslib-color-fg: #000;--bslib-color-bg: rgb(95.8, 142.4, 171.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) rgb(95.8,142.4,171.6);color:#000}.bg-gradient-cyan-orange{--bslib-color-fg: #000;--bslib-color-bg: rgb(109, 171.6, 152);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(109,171.6,152);color:#000}.bg-gradient-cyan-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(109.8, 198.4, 146.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(109.8,198.4,146.8);color:#000}.bg-gradient-cyan-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(17.8, 175.2, 177.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(17.8,175.2,177.6);color:#000}.bg-gradient-cyan-teal{--bslib-color-fg: #000;--bslib-color-bg: rgb(20.6, 201.6, 204.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(20.6,201.6,204.4);color:#000}:root{--bslib-value-box-shadow: none;--bslib-value-box-border-width-auto-yes: var(--bslib-value-box-border-width-baseline);--bslib-value-box-border-width-auto-no: 0;--bslib-value-box-border-width-baseline: 1px}.bslib-value-box{border-width:var(--bslib-value-box-border-width-auto-no, var(--bslib-value-box-border-width-baseline));container-name:bslib-value-box;container-type:inline-size}.bslib-value-box.card{box-shadow:var(--bslib-value-box-shadow)}.bslib-value-box.border-auto{border-width:var(--bslib-value-box-border-width-auto-yes, var(--bslib-value-box-border-width-baseline))}.bslib-value-box.default{--bslib-value-box-bg-default: var(--bs-card-bg, #ffffff);--bslib-value-box-border-color-default: var(--bs-card-border-color, rgba(0, 0, 0, 0.175));color:var(--bslib-value-box-color);background-color:var(--bslib-value-box-bg, var(--bslib-value-box-bg-default));border-color:var(--bslib-value-box-border-color, var(--bslib-value-box-border-color-default))}.bslib-value-box .value-box-grid{display:grid;grid-template-areas:"left right";align-items:center;overflow:hidden}.bslib-value-box .value-box-showcase{height:100%;max-height:var(---bslib-value-box-showcase-max-h, 100%)}.bslib-value-box .value-box-showcase,.bslib-value-box .value-box-showcase>.html-fill-item{width:100%}.bslib-value-box[data-full-screen=true] .value-box-showcase{max-height:var(---bslib-value-box-showcase-max-h-fs, 100%)}@media screen and (min-width: 575.98px){@container bslib-value-box (max-width: 300px){.bslib-value-box:not(.showcase-bottom) .value-box-grid{grid-template-columns:1fr !important;grid-template-rows:auto auto;grid-template-areas:"top" "bottom"}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-showcase{grid-area:top !important}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-area{grid-area:bottom !important;justify-content:end}}}.bslib-value-box .value-box-area{justify-content:center;padding:1.5rem 1rem;font-size:.9rem;font-weight:500}.bslib-value-box .value-box-area *{margin-bottom:0;margin-top:0}.bslib-value-box .value-box-title{font-size:1rem;margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}.bslib-value-box .value-box-title:empty::after{content:" "}.bslib-value-box .value-box-value{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}@media(min-width: 1200px){.bslib-value-box .value-box-value{font-size:1.65rem}}.bslib-value-box .value-box-value:empty::after{content:" "}.bslib-value-box .value-box-showcase{align-items:center;justify-content:center;margin-top:auto;margin-bottom:auto;padding:1rem}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{opacity:.85;min-width:50px;max-width:125%}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{font-size:4rem}.bslib-value-box.showcase-top-right .value-box-grid{grid-template-columns:1fr var(---bslib-value-box-showcase-w, 50%)}.bslib-value-box.showcase-top-right .value-box-grid .value-box-showcase{grid-area:right;margin-left:auto;align-self:start;align-items:end;padding-left:0;padding-bottom:0}.bslib-value-box.showcase-top-right .value-box-grid .value-box-area{grid-area:left;align-self:end}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid{grid-template-columns:auto var(---bslib-value-box-showcase-w-fs, 1fr)}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid>div{align-self:center}.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-showcase{margin-top:0}@container bslib-value-box (max-width: 300px){.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-grid .value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card .card-body+.card-body{padding-top:0}.bslib-card .card-body{overflow:auto}.bslib-card .card-body p{margin-top:0}.bslib-card .card-body p:last-child{margin-bottom:0}.bslib-card .card-body{max-height:var(--bslib-card-body-max-height, none)}.bslib-card[data-full-screen=true]>.card-body{max-height:var(--bslib-card-body-max-height-full-screen, none)}.bslib-card .card-header .form-group{margin-bottom:0}.bslib-card .card-header .selectize-control{margin-bottom:0}.bslib-card .card-header .selectize-control .item{margin-right:1.15rem}.bslib-card .card-footer{margin-top:auto}.bslib-card .bslib-navs-card-title{display:flex;flex-wrap:wrap;justify-content:space-between;align-items:center}.bslib-card .bslib-navs-card-title .nav{margin-left:auto}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border=true]){border:none}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border-radius=true]){border-top-left-radius:0;border-top-right-radius:0}[data-full-screen=true]{position:fixed;inset:3.5rem 1rem 1rem;height:auto !important;max-height:none !important;width:auto !important;z-index:1070}.bslib-full-screen-enter{display:none;position:absolute;bottom:var(--bslib-full-screen-enter-bottom, 0.2rem);right:var(--bslib-full-screen-enter-right, 0);top:var(--bslib-full-screen-enter-top);left:var(--bslib-full-screen-enter-left);color:var(--bslib-color-fg, var(--bs-card-color));background-color:var(--bslib-color-bg, var(--bs-card-bg, var(--bs-body-bg)));border:var(--bs-card-border-width) solid var(--bslib-color-fg, var(--bs-card-border-color));box-shadow:0 2px 4px 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212.2);--quarto-scss-export-link-decoration: underline;--quarto-scss-export-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-table-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-gray-300: #dee2e6;--quarto-scss-export-gray-400: #ced4da;--quarto-scss-export-gray-500: #adb5bd;--quarto-scss-export-gray-600: #6c757d;--quarto-scss-export-gray-700: #495057;--quarto-scss-export-gray-800: #343a40;--quarto-scss-export-black: #000;--quarto-scss-export-indigo: #6610f2;--quarto-scss-export-purple: #6f42c1;--quarto-scss-export-pink: #d63384;--quarto-scss-export-red: #dc3545;--quarto-scss-export-orange: #fd7e14;--quarto-scss-export-yellow: #ffc107;--quarto-scss-export-green: #198754;--quarto-scss-export-teal: #20c997;--quarto-scss-export-cyan: #0dcaf0;--quarto-scss-export-color-contrast-dark: #000;--quarto-scss-export-color-contrast-light: #ffffff;--quarto-scss-export-blue-100: rgb(206.6, 226, 254.6);--quarto-scss-export-blue-200: rgb(158.2, 197, 254.2);--quarto-scss-export-blue-300: rgb(109.8, 168, 253.8);--quarto-scss-export-blue-400: rgb(61.4, 139, 253.4);--quarto-scss-export-blue-500: #0d6efd;--quarto-scss-export-blue-600: rgb(10.4, 88, 202.4);--quarto-scss-export-blue-700: rgb(7.8, 66, 151.8);--quarto-scss-export-blue-800: rgb(5.2, 44, 101.2);--quarto-scss-export-blue-900: rgb(2.6, 22, 50.6);--quarto-scss-export-indigo-100: rgb(224.4, 207.2, 252.4);--quarto-scss-export-indigo-200: rgb(193.8, 159.4, 249.8);--quarto-scss-export-indigo-300: rgb(163.2, 111.6, 247.2);--quarto-scss-export-indigo-400: rgb(132.6, 63.8, 244.6);--quarto-scss-export-indigo-500: #6610f2;--quarto-scss-export-indigo-600: rgb(81.6, 12.8, 193.6);--quarto-scss-export-indigo-700: rgb(61.2, 9.6, 145.2);--quarto-scss-export-indigo-800: rgb(40.8, 6.4, 96.8);--quarto-scss-export-indigo-900: rgb(20.4, 3.2, 48.4);--quarto-scss-export-purple-100: rgb(226.2, 217.2, 242.6);--quarto-scss-export-purple-200: rgb(197.4, 179.4, 230.2);--quarto-scss-export-purple-300: rgb(168.6, 141.6, 217.8);--quarto-scss-export-purple-400: rgb(139.8, 103.8, 205.4);--quarto-scss-export-purple-500: #6f42c1;--quarto-scss-export-purple-600: rgb(88.8, 52.8, 154.4);--quarto-scss-export-purple-700: rgb(66.6, 39.6, 115.8);--quarto-scss-export-purple-800: rgb(44.4, 26.4, 77.2);--quarto-scss-export-purple-900: rgb(22.2, 13.2, 38.6);--quarto-scss-export-pink-100: rgb(246.8, 214.2, 230.4);--quarto-scss-export-pink-200: rgb(238.6, 173.4, 205.8);--quarto-scss-export-pink-300: rgb(230.4, 132.6, 181.2);--quarto-scss-export-pink-400: rgb(222.2, 91.8, 156.6);--quarto-scss-export-pink-500: #d63384;--quarto-scss-export-pink-600: rgb(171.2, 40.8, 105.6);--quarto-scss-export-pink-700: rgb(128.4, 30.6, 79.2);--quarto-scss-export-pink-800: rgb(85.6, 20.4, 52.8);--quarto-scss-export-pink-900: rgb(42.8, 10.2, 26.4);--quarto-scss-export-red-100: rgb(248, 214.6, 217.8);--quarto-scss-export-red-200: rgb(241, 174.2, 180.6);--quarto-scss-export-red-300: rgb(234, 133.8, 143.4);--quarto-scss-export-red-400: rgb(227, 93.4, 106.2);--quarto-scss-export-red-500: #dc3545;--quarto-scss-export-red-600: rgb(176, 42.4, 55.2);--quarto-scss-export-red-700: rgb(132, 31.8, 41.4);--quarto-scss-export-red-800: rgb(88, 21.2, 27.6);--quarto-scss-export-red-900: rgb(44, 10.6, 13.8);--quarto-scss-export-orange-100: rgb(254.6, 229.2, 208);--quarto-scss-export-orange-200: rgb(254.2, 203.4, 161);--quarto-scss-export-orange-300: rgb(253.8, 177.6, 114);--quarto-scss-export-orange-400: rgb(253.4, 151.8, 67);--quarto-scss-export-orange-500: #fd7e14;--quarto-scss-export-orange-600: rgb(202.4, 100.8, 16);--quarto-scss-export-orange-700: rgb(151.8, 75.6, 12);--quarto-scss-export-orange-800: rgb(101.2, 50.4, 8);--quarto-scss-export-orange-900: rgb(50.6, 25.2, 4);--quarto-scss-export-yellow-100: rgb(255, 242.6, 205.4);--quarto-scss-export-yellow-200: rgb(255, 230.2, 155.8);--quarto-scss-export-yellow-300: rgb(255, 217.8, 106.2);--quarto-scss-export-yellow-400: rgb(255, 205.4, 56.6);--quarto-scss-export-yellow-500: #ffc107;--quarto-scss-export-yellow-600: rgb(204, 154.4, 5.6);--quarto-scss-export-yellow-700: rgb(153, 115.8, 4.2);--quarto-scss-export-yellow-800: rgb(102, 77.2, 2.8);--quarto-scss-export-yellow-900: rgb(51, 38.6, 1.4);--quarto-scss-export-green-100: rgb(209, 231, 220.8);--quarto-scss-export-green-200: rgb(163, 207, 186.6);--quarto-scss-export-green-300: rgb(117, 183, 152.4);--quarto-scss-export-green-400: rgb(71, 159, 118.2);--quarto-scss-export-green-500: #198754;--quarto-scss-export-green-600: rgb(20, 108, 67.2);--quarto-scss-export-green-700: rgb(15, 81, 50.4);--quarto-scss-export-green-800: rgb(10, 54, 33.6);--quarto-scss-export-green-900: rgb(5, 27, 16.8);--quarto-scss-export-teal-100: rgb(210.4, 244.2, 234.2);--quarto-scss-export-teal-200: rgb(165.8, 233.4, 213.4);--quarto-scss-export-teal-300: rgb(121.2, 222.6, 192.6);--quarto-scss-export-teal-400: rgb(76.6, 211.8, 171.8);--quarto-scss-export-teal-500: #20c997;--quarto-scss-export-teal-600: rgb(25.6, 160.8, 120.8);--quarto-scss-export-teal-700: rgb(19.2, 120.6, 90.6);--quarto-scss-export-teal-800: rgb(12.8, 80.4, 60.4);--quarto-scss-export-teal-900: rgb(6.4, 40.2, 30.2);--quarto-scss-export-cyan-100: rgb(206.6, 244.4, 252);--quarto-scss-export-cyan-200: rgb(158.2, 233.8, 249);--quarto-scss-export-cyan-300: rgb(109.8, 223.2, 246);--quarto-scss-export-cyan-400: rgb(61.4, 212.6, 243);--quarto-scss-export-cyan-500: #0dcaf0;--quarto-scss-export-cyan-600: rgb(10.4, 161.6, 192);--quarto-scss-export-cyan-700: rgb(7.8, 121.2, 144);--quarto-scss-export-cyan-800: rgb(5.2, 80.8, 96);--quarto-scss-export-cyan-900: rgb(2.6, 40.4, 48);--quarto-scss-export-default: #dee2e6;--quarto-scss-export-secondary: #6c757d;--quarto-scss-export-success: #198754;--quarto-scss-export-info: #0dcaf0;--quarto-scss-export-warning: #ffc107;--quarto-scss-export-danger: #dc3545;--quarto-scss-export-light: #f8f9fa;--quarto-scss-export-dark: #212529;--quarto-scss-export-primary-text-emphasis: rgb(5.2, 44, 101.2);--quarto-scss-export-secondary-text-emphasis: rgb(43.2, 46.8, 50);--quarto-scss-export-success-text-emphasis: rgb(10, 54, 33.6);--quarto-scss-export-info-text-emphasis: rgb(5.2, 80.8, 96);--quarto-scss-export-warning-text-emphasis: rgb(102, 77.2, 2.8);--quarto-scss-export-danger-text-emphasis: rgb(88, 21.2, 27.6);--quarto-scss-export-light-text-emphasis: #495057;--quarto-scss-export-dark-text-emphasis: #495057;--quarto-scss-export-primary-bg-subtle: rgb(206.6, 226, 254.6);--quarto-scss-export-secondary-bg-subtle: rgb(225.6, 227.4, 229);--quarto-scss-export-success-bg-subtle: rgb(209, 231, 220.8);--quarto-scss-export-info-bg-subtle: rgb(206.6, 244.4, 252);--quarto-scss-export-warning-bg-subtle: rgb(255, 242.6, 205.4);--quarto-scss-export-danger-bg-subtle: rgb(248, 214.6, 217.8);--quarto-scss-export-light-bg-subtle: rgb(251.5, 252, 252.5);--quarto-scss-export-dark-bg-subtle: #ced4da;--quarto-scss-export-primary-border-subtle: rgb(158.2, 197, 254.2);--quarto-scss-export-secondary-border-subtle: rgb(196.2, 199.8, 203);--quarto-scss-export-success-border-subtle: rgb(163, 207, 186.6);--quarto-scss-export-info-border-subtle: rgb(158.2, 233.8, 249);--quarto-scss-export-warning-border-subtle: rgb(255, 230.2, 155.8);--quarto-scss-export-danger-border-subtle: rgb(241, 174.2, 180.6);--quarto-scss-export-light-border-subtle: #e9ecef;--quarto-scss-export-dark-border-subtle: #adb5bd;--quarto-scss-export-body-text-align: ;--quarto-scss-export-body-color: #212529;--quarto-scss-export-body-bg: #ffffff;--quarto-scss-export-body-secondary-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-body-secondary-bg: #e9ecef;--quarto-scss-export-body-tertiary-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-body-tertiary-bg: #f8f9fa;--quarto-scss-export-body-emphasis-color: #000;--quarto-scss-export-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-link-hover-decoration: ;--quarto-scss-export-border-color-translucent: rgba(0, 0, 0, 0.175);--quarto-scss-export-component-active-bg: #0d6efd;--quarto-scss-export-component-active-color: #ffffff;--quarto-scss-export-focus-ring-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-headings-font-family: ;--quarto-scss-export-headings-font-style: ;--quarto-scss-export-display-font-family: ;--quarto-scss-export-display-font-style: ;--quarto-scss-export-text-muted: rgba(33, 37, 41, 0.75);--quarto-scss-export-blockquote-footer-color: #6c757d;--quarto-scss-export-blockquote-border-color: #e9ecef;--quarto-scss-export-hr-bg-color: ;--quarto-scss-export-hr-height: ;--quarto-scss-export-hr-border-color: ;--quarto-scss-export-legend-font-weight: ;--quarto-scss-export-mark-bg: rgb(255, 242.6, 205.4);--quarto-scss-export-table-color: #212529;--quarto-scss-export-table-bg: #ffffff;--quarto-scss-export-table-accent-bg: transparent;--quarto-scss-export-table-th-font-weight: ;--quarto-scss-export-table-striped-color: #212529;--quarto-scss-export-table-striped-bg: rgba(0, 0, 0, 0.05);--quarto-scss-export-table-active-color: #212529;--quarto-scss-export-table-active-bg: rgba(0, 0, 0, 0.1);--quarto-scss-export-table-hover-color: #212529;--quarto-scss-export-table-hover-bg: rgba(0, 0, 0, 0.075);--quarto-scss-export-table-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-btn-font-family: ;--quarto-scss-export-input-btn-focus-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-btn-color: #212529;--quarto-scss-export-btn-font-family: ;--quarto-scss-export-btn-white-space: ;--quarto-scss-export-btn-link-color: #0d6efd;--quarto-scss-export-btn-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-btn-link-disabled-color: #6c757d;--quarto-scss-export-form-text-font-style: ;--quarto-scss-export-form-text-font-weight: ;--quarto-scss-export-form-text-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-label-font-size: ;--quarto-scss-export-form-label-font-style: ;--quarto-scss-export-form-label-font-weight: ;--quarto-scss-export-form-label-color: ;--quarto-scss-export-input-font-family: ;--quarto-scss-export-input-disabled-color: ;--quarto-scss-export-input-disabled-bg: #e9ecef;--quarto-scss-export-input-disabled-border-color: ;--quarto-scss-export-input-color: #212529;--quarto-scss-export-input-focus-bg: #ffffff;--quarto-scss-export-input-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-input-focus-color: #212529;--quarto-scss-export-input-placeholder-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-plaintext-color: #212529;--quarto-scss-export-form-check-label-color: ;--quarto-scss-export-form-check-transition: ;--quarto-scss-export-form-check-input-bg: #ffffff;--quarto-scss-export-form-check-input-focus-border: rgb(134, 182.5, 254);--quarto-scss-export-form-check-input-checked-color: #ffffff;--quarto-scss-export-form-check-input-checked-bg-color: #0d6efd;--quarto-scss-export-form-check-input-checked-border-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-color: #ffffff;--quarto-scss-export-form-check-input-indeterminate-bg-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-border-color: #0d6efd;--quarto-scss-export-form-switch-color: rgba(0, 0, 0, 0.25);--quarto-scss-export-form-switch-focus-color: rgb(134, 182.5, 254);--quarto-scss-export-form-switch-checked-color: #ffffff;--quarto-scss-export-input-group-addon-color: #212529;--quarto-scss-export-input-group-addon-bg: #f8f9fa;--quarto-scss-export-input-group-addon-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-form-select-font-family: ;--quarto-scss-export-form-select-color: #212529;--quarto-scss-export-form-select-bg: #ffffff;--quarto-scss-export-form-select-disabled-color: ;--quarto-scss-export-form-select-disabled-bg: #e9ecef;--quarto-scss-export-form-select-disabled-border-color: ;--quarto-scss-export-form-select-indicator-color: #343a40;--quarto-scss-export-form-select-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-form-select-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-form-range-track-bg: #f8f9fa;--quarto-scss-export-form-range-thumb-bg: #0d6efd;--quarto-scss-export-form-range-thumb-active-bg: rgb(182.4, 211.5, 254.4);--quarto-scss-export-form-range-thumb-disabled-bg: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-file-button-color: #212529;--quarto-scss-export-form-file-button-bg: #f8f9fa;--quarto-scss-export-form-file-button-hover-bg: #e9ecef;--quarto-scss-export-form-floating-label-disabled-color: #6c757d;--quarto-scss-export-form-feedback-font-style: ;--quarto-scss-export-form-feedback-valid-color: #198754;--quarto-scss-export-form-feedback-invalid-color: #dc3545;--quarto-scss-export-form-feedback-icon-valid-color: #198754;--quarto-scss-export-form-feedback-icon-invalid-color: #dc3545;--quarto-scss-export-form-valid-color: #198754;--quarto-scss-export-form-valid-border-color: #198754;--quarto-scss-export-form-invalid-color: #dc3545;--quarto-scss-export-form-invalid-border-color: #dc3545;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #0d6efd;--quarto-scss-export-nav-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-nav-link-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-nav-tabs-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef rgb(221.7, 222.3, 222.9);--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #ffffff;--quarto-scss-export-nav-pills-link-active-bg: #0d6efd;--quarto-scss-export-nav-pills-link-active-color: #ffffff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #ffffff;--quarto-scss-export-navbar-dark-contrast: #ffffff;--quarto-scss-export-navbar-light-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-dropdown-color: #212529;--quarto-scss-export-dropdown-bg: #ffffff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-color: #212529;--quarto-scss-export-dropdown-link-hover-color: #212529;--quarto-scss-export-dropdown-link-hover-bg: #f8f9fa;--quarto-scss-export-dropdown-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-link-active-color: #ffffff;--quarto-scss-export-dropdown-link-disabled-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #ffffff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #ffffff;--quarto-scss-export-dropdown-dark-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #0d6efd;--quarto-scss-export-pagination-bg: #ffffff;--quarto-scss-export-pagination-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-pagination-focus-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-pagination-active-color: #ffffff;--quarto-scss-export-pagination-active-bg: #0d6efd;--quarto-scss-export-pagination-active-border-color: #0d6efd;--quarto-scss-export-pagination-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-bg: rgba(33, 37, 41, 0.03);--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #ffffff;--quarto-scss-export-accordion-color: #212529;--quarto-scss-export-accordion-bg: #ffffff;--quarto-scss-export-accordion-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-accordion-button-color: #212529;--quarto-scss-export-accordion-button-bg: #ffffff;--quarto-scss-export-accordion-button-active-bg: rgb(206.6, 226, 254.6);--quarto-scss-export-accordion-button-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-accordion-button-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-accordion-icon-color: #212529;--quarto-scss-export-accordion-icon-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-tooltip-color: #ffffff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-body-color: #212529;--quarto-scss-export-popover-arrow-color: #ffffff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #ffffff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #ffffff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #ffffff;--quarto-scss-export-progress-bar-bg: #0d6efd;--quarto-scss-export-list-group-color: #212529;--quarto-scss-export-list-group-bg: #ffffff;--quarto-scss-export-list-group-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #0d6efd;--quarto-scss-export-list-group-active-color: #ffffff;--quarto-scss-export-list-group-active-border-color: #0d6efd;--quarto-scss-export-list-group-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-disabled-bg: #ffffff;--quarto-scss-export-list-group-action-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #212529;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #ffffff;--quarto-scss-export-thumbnail-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-figure-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #ffffff;--quarto-scss-export-carousel-indicator-active-bg: #ffffff;--quarto-scss-export-carousel-caption-color: #ffffff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #ffffff;--quarto-scss-export-offcanvas-color: #212529;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #ffffff;--quarto-scss-export-kbd-bg: #212529;--quarto-scss-export-nested-kbd-font-weight: ;--quarto-scss-export-pre-bg: #f8f9fa;--quarto-scss-export-pre-color: #000;--quarto-scss-export-bslib-page-sidebar-title-bg: #517699;--quarto-scss-export-bslib-page-sidebar-title-color: #ffffff;--quarto-scss-export-bslib-sidebar-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.05);--quarto-scss-export-bslib-sidebar-toggle-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.1);--quarto-scss-export-mermaid-bg-color: #ffffff;--quarto-scss-export-mermaid-edge-color: #6c757d;--quarto-scss-export-mermaid-node-fg-color: #212529;--quarto-scss-export-mermaid-fg-color: #212529;--quarto-scss-export-mermaid-fg-color--lighter: rgb(55.7432432432, 62.5, 69.2567567568);--quarto-scss-export-mermaid-fg-color--lightest: rgb(78.4864864865, 88, 97.5135135135);--quarto-scss-export-mermaid-label-bg-color: #ffffff;--quarto-scss-export-mermaid-label-fg-color: #0d6efd;--quarto-scss-export-mermaid-node-bg-color: rgba(13, 110, 253, 0.1);--quarto-scss-export-code-block-border-left-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-callout-color-note: #0d6efd;--quarto-scss-export-callout-color-tip: #198754;--quarto-scss-export-callout-color-important: #dc3545;--quarto-scss-export-callout-color-caution: #fd7e14;--quarto-scss-export-callout-color-warning: #ffc107}
\ No newline at end of file
diff --git a/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-icons.css b/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-icons.css
new file mode 100644
index 0000000..82b40f5
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap-icons.css
@@ -0,0 +1,2106 @@
+/*!
+ * Bootstrap Icons v1.13.1 (https://icons.getbootstrap.com/)
+ * Copyright 2019-2024 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/icons/blob/main/LICENSE)
+ */
+
+@font-face {
+  font-display: block;
+  font-family: "bootstrap-icons";
+  src: 
+url("./bootstrap-icons.woff?e34853135f9e39acf64315236852cd5a") format("woff");
+}
+
+.bi::before,
+[class^="bi-"]::before,
+[class*=" bi-"]::before {
+  display: inline-block;
+  font-family: bootstrap-icons !important;
+  font-style: normal;
+  font-weight: normal !important;
+  font-variant: normal;
+  text-transform: none;
+  line-height: 1;
+  vertical-align: -.125em;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+.bi-123::before { content: "\f67f"; }
+.bi-alarm-fill::before { content: "\f101"; }
+.bi-alarm::before { content: "\f102"; }
+.bi-align-bottom::before { content: "\f103"; }
+.bi-align-center::before { content: "\f104"; }
+.bi-align-end::before { content: "\f105"; }
+.bi-align-middle::before { content: "\f106"; }
+.bi-align-start::before { content: "\f107"; }
+.bi-align-top::before { content: "\f108"; }
+.bi-alt::before { content: "\f109"; }
+.bi-app-indicator::before { content: "\f10a"; }
+.bi-app::before { content: "\f10b"; }
+.bi-archive-fill::before { content: "\f10c"; }
+.bi-archive::before { content: "\f10d"; }
+.bi-arrow-90deg-down::before { content: "\f10e"; }
+.bi-arrow-90deg-left::before { content: "\f10f"; }
+.bi-arrow-90deg-right::before { content: "\f110"; }
+.bi-arrow-90deg-up::before { content: "\f111"; }
+.bi-arrow-bar-down::before { content: "\f112"; }
+.bi-arrow-bar-left::before { content: "\f113"; }
+.bi-arrow-bar-right::before { content: "\f114"; }
+.bi-arrow-bar-up::before { content: "\f115"; }
+.bi-arrow-clockwise::before { content: "\f116"; }
+.bi-arrow-counterclockwise::before { content: "\f117"; }
+.bi-arrow-down-circle-fill::before { content: "\f118"; }
+.bi-arrow-down-circle::before { content: "\f119"; }
+.bi-arrow-down-left-circle-fill::before { content: "\f11a"; }
+.bi-arrow-down-left-circle::before { content: "\f11b"; }
+.bi-arrow-down-left-square-fill::before { content: "\f11c"; }
+.bi-arrow-down-left-square::before { content: "\f11d"; }
+.bi-arrow-down-left::before { content: "\f11e"; }
+.bi-arrow-down-right-circle-fill::before { content: "\f11f"; }
+.bi-arrow-down-right-circle::before { content: "\f120"; }
+.bi-arrow-down-right-square-fill::before { content: "\f121"; }
+.bi-arrow-down-right-square::before { content: "\f122"; }
+.bi-arrow-down-right::before { content: "\f123"; }
+.bi-arrow-down-short::before { content: "\f124"; }
+.bi-arrow-down-square-fill::before { content: "\f125"; }
+.bi-arrow-down-square::before { content: "\f126"; }
+.bi-arrow-down-up::before { content: "\f127"; }
+.bi-arrow-down::before { content: "\f128"; }
+.bi-arrow-left-circle-fill::before { content: "\f129"; }
+.bi-arrow-left-circle::before { content: "\f12a"; }
+.bi-arrow-left-right::before { content: "\f12b"; }
+.bi-arrow-left-short::before { content: "\f12c"; }
+.bi-arrow-left-square-fill::before { content: "\f12d"; }
+.bi-arrow-left-square::before { content: "\f12e"; }
+.bi-arrow-left::before { content: "\f12f"; }
+.bi-arrow-repeat::before { content: "\f130"; }
+.bi-arrow-return-left::before { content: "\f131"; }
+.bi-arrow-return-right::before { content: "\f132"; }
+.bi-arrow-right-circle-fill::before { content: "\f133"; }
+.bi-arrow-right-circle::before { content: "\f134"; }
+.bi-arrow-right-short::before { content: "\f135"; }
+.bi-arrow-right-square-fill::before { content: "\f136"; }
+.bi-arrow-right-square::before { content: "\f137"; }
+.bi-arrow-right::before { content: "\f138"; }
+.bi-arrow-up-circle-fill::before { content: "\f139"; }
+.bi-arrow-up-circle::before { content: "\f13a"; }
+.bi-arrow-up-left-circle-fill::before { content: "\f13b"; }
+.bi-arrow-up-left-circle::before { content: "\f13c"; }
+.bi-arrow-up-left-square-fill::before { content: "\f13d"; }
+.bi-arrow-up-left-square::before { content: "\f13e"; }
+.bi-arrow-up-left::before { content: "\f13f"; }
+.bi-arrow-up-right-circle-fill::before { content: "\f140"; }
+.bi-arrow-up-right-circle::before { content: "\f141"; }
+.bi-arrow-up-right-square-fill::before { content: "\f142"; }
+.bi-arrow-up-right-square::before { content: "\f143"; }
+.bi-arrow-up-right::before { content: "\f144"; }
+.bi-arrow-up-short::before { content: "\f145"; }
+.bi-arrow-up-square-fill::before { content: "\f146"; }
+.bi-arrow-up-square::before { content: "\f147"; }
+.bi-arrow-up::before { content: "\f148"; }
+.bi-arrows-angle-contract::before { content: "\f149"; }
+.bi-arrows-angle-expand::before { content: "\f14a"; }
+.bi-arrows-collapse::before { content: "\f14b"; }
+.bi-arrows-expand::before { content: "\f14c"; }
+.bi-arrows-fullscreen::before { content: "\f14d"; }
+.bi-arrows-move::before { content: "\f14e"; }
+.bi-aspect-ratio-fill::before { content: "\f14f"; }
+.bi-aspect-ratio::before { content: "\f150"; }
+.bi-asterisk::before { content: "\f151"; }
+.bi-at::before { content: "\f152"; }
+.bi-award-fill::before { content: "\f153"; }
+.bi-award::before { content: "\f154"; }
+.bi-back::before { content: "\f155"; }
+.bi-backspace-fill::before { content: "\f156"; }
+.bi-backspace-reverse-fill::before { content: "\f157"; }
+.bi-backspace-reverse::before { content: "\f158"; }
+.bi-backspace::before { content: "\f159"; }
+.bi-badge-3d-fill::before { content: "\f15a"; }
+.bi-badge-3d::before { content: "\f15b"; }
+.bi-badge-4k-fill::before { content: "\f15c"; }
+.bi-badge-4k::before { content: "\f15d"; }
+.bi-badge-8k-fill::before { content: "\f15e"; }
+.bi-badge-8k::before { content: "\f15f"; }
+.bi-badge-ad-fill::before { content: "\f160"; }
+.bi-badge-ad::before { content: "\f161"; }
+.bi-badge-ar-fill::before { content: "\f162"; }
+.bi-badge-ar::before { content: "\f163"; }
+.bi-badge-cc-fill::before { content: "\f164"; }
+.bi-badge-cc::before { content: "\f165"; }
+.bi-badge-hd-fill::before { content: "\f166"; }
+.bi-badge-hd::before { content: "\f167"; }
+.bi-badge-tm-fill::before { content: "\f168"; }
+.bi-badge-tm::before { content: "\f169"; }
+.bi-badge-vo-fill::before { content: "\f16a"; }
+.bi-badge-vo::before { content: "\f16b"; }
+.bi-badge-vr-fill::before { content: "\f16c"; }
+.bi-badge-vr::before { content: "\f16d"; }
+.bi-badge-wc-fill::before { content: "\f16e"; }
+.bi-badge-wc::before { content: "\f16f"; }
+.bi-bag-check-fill::before { content: "\f170"; }
+.bi-bag-check::before { content: "\f171"; }
+.bi-bag-dash-fill::before { content: "\f172"; }
+.bi-bag-dash::before { content: "\f173"; }
+.bi-bag-fill::before { content: "\f174"; }
+.bi-bag-plus-fill::before { content: "\f175"; }
+.bi-bag-plus::before { content: "\f176"; }
+.bi-bag-x-fill::before { content: "\f177"; }
+.bi-bag-x::before { content: "\f178"; }
+.bi-bag::before { content: "\f179"; }
+.bi-bar-chart-fill::before { content: "\f17a"; }
+.bi-bar-chart-line-fill::before { content: "\f17b"; }
+.bi-bar-chart-line::before { content: "\f17c"; }
+.bi-bar-chart-steps::before { content: "\f17d"; }
+.bi-bar-chart::before { content: "\f17e"; }
+.bi-basket-fill::before { content: "\f17f"; }
+.bi-basket::before { content: "\f180"; }
+.bi-basket2-fill::before { content: "\f181"; }
+.bi-basket2::before { content: "\f182"; }
+.bi-basket3-fill::before { content: "\f183"; }
+.bi-basket3::before { content: "\f184"; }
+.bi-battery-charging::before { content: "\f185"; }
+.bi-battery-full::before { content: "\f186"; }
+.bi-battery-half::before { content: "\f187"; }
+.bi-battery::before { content: "\f188"; }
+.bi-bell-fill::before { content: "\f189"; }
+.bi-bell::before { content: "\f18a"; }
+.bi-bezier::before { content: "\f18b"; }
+.bi-bezier2::before { content: "\f18c"; }
+.bi-bicycle::before { content: "\f18d"; }
+.bi-binoculars-fill::before { content: "\f18e"; }
+.bi-binoculars::before { content: "\f18f"; }
+.bi-blockquote-left::before { content: "\f190"; }
+.bi-blockquote-right::before { content: "\f191"; }
+.bi-book-fill::before { content: "\f192"; }
+.bi-book-half::before { content: "\f193"; }
+.bi-book::before { content: "\f194"; }
+.bi-bookmark-check-fill::before { content: "\f195"; }
+.bi-bookmark-check::before { content: "\f196"; }
+.bi-bookmark-dash-fill::before { content: "\f197"; }
+.bi-bookmark-dash::before { content: "\f198"; }
+.bi-bookmark-fill::before { content: "\f199"; }
+.bi-bookmark-heart-fill::before { content: "\f19a"; }
+.bi-bookmark-heart::before { content: "\f19b"; }
+.bi-bookmark-plus-fill::before { content: "\f19c"; }
+.bi-bookmark-plus::before { content: "\f19d"; }
+.bi-bookmark-star-fill::before { content: "\f19e"; }
+.bi-bookmark-star::before { content: "\f19f"; }
+.bi-bookmark-x-fill::before { content: "\f1a0"; }
+.bi-bookmark-x::before { content: "\f1a1"; }
+.bi-bookmark::before { content: "\f1a2"; }
+.bi-bookmarks-fill::before { content: "\f1a3"; }
+.bi-bookmarks::before { content: "\f1a4"; }
+.bi-bookshelf::before { content: "\f1a5"; }
+.bi-bootstrap-fill::before { content: "\f1a6"; }
+.bi-bootstrap-reboot::before { content: "\f1a7"; }
+.bi-bootstrap::before { content: "\f1a8"; }
+.bi-border-all::before { content: "\f1a9"; }
+.bi-border-bottom::before { content: "\f1aa"; }
+.bi-border-center::before { content: "\f1ab"; }
+.bi-border-inner::before { content: "\f1ac"; }
+.bi-border-left::before { content: "\f1ad"; }
+.bi-border-middle::before { content: "\f1ae"; }
+.bi-border-outer::before { content: "\f1af"; }
+.bi-border-right::before { content: "\f1b0"; }
+.bi-border-style::before { content: "\f1b1"; }
+.bi-border-top::before { content: "\f1b2"; }
+.bi-border-width::before { content: "\f1b3"; }
+.bi-border::before { content: "\f1b4"; }
+.bi-bounding-box-circles::before { content: "\f1b5"; }
+.bi-bounding-box::before { content: "\f1b6"; }
+.bi-box-arrow-down-left::before { content: "\f1b7"; }
+.bi-box-arrow-down-right::before { content: "\f1b8"; }
+.bi-box-arrow-down::before { content: "\f1b9"; }
+.bi-box-arrow-in-down-left::before { content: "\f1ba"; }
+.bi-box-arrow-in-down-right::before { content: "\f1bb"; }
+.bi-box-arrow-in-down::before { content: "\f1bc"; }
+.bi-box-arrow-in-left::before { content: "\f1bd"; }
+.bi-box-arrow-in-right::before { content: "\f1be"; }
+.bi-box-arrow-in-up-left::before { content: "\f1bf"; }
+.bi-box-arrow-in-up-right::before { content: "\f1c0"; }
+.bi-box-arrow-in-up::before { content: "\f1c1"; }
+.bi-box-arrow-left::before { content: "\f1c2"; }
+.bi-box-arrow-right::before { content: "\f1c3"; }
+.bi-box-arrow-up-left::before { content: "\f1c4"; }
+.bi-box-arrow-up-right::before { content: "\f1c5"; }
+.bi-box-arrow-up::before { content: "\f1c6"; }
+.bi-box-seam::before { content: "\f1c7"; }
+.bi-box::before { content: "\f1c8"; }
+.bi-braces::before { content: "\f1c9"; }
+.bi-bricks::before { content: "\f1ca"; }
+.bi-briefcase-fill::before { content: "\f1cb"; }
+.bi-briefcase::before { content: "\f1cc"; }
+.bi-brightness-alt-high-fill::before { content: "\f1cd"; }
+.bi-brightness-alt-high::before { content: "\f1ce"; }
+.bi-brightness-alt-low-fill::before { content: "\f1cf"; }
+.bi-brightness-alt-low::before { content: "\f1d0"; }
+.bi-brightness-high-fill::before { content: "\f1d1"; }
+.bi-brightness-high::before { content: "\f1d2"; }
+.bi-brightness-low-fill::before { content: "\f1d3"; }
+.bi-brightness-low::before { content: "\f1d4"; }
+.bi-broadcast-pin::before { content: "\f1d5"; }
+.bi-broadcast::before { content: "\f1d6"; }
+.bi-brush-fill::before { content: "\f1d7"; }
+.bi-brush::before { content: "\f1d8"; }
+.bi-bucket-fill::before { content: "\f1d9"; }
+.bi-bucket::before { content: "\f1da"; }
+.bi-bug-fill::before { content: "\f1db"; }
+.bi-bug::before { content: "\f1dc"; }
+.bi-building::before { content: "\f1dd"; }
+.bi-bullseye::before { content: "\f1de"; }
+.bi-calculator-fill::before { content: "\f1df"; }
+.bi-calculator::before { content: "\f1e0"; }
+.bi-calendar-check-fill::before { content: "\f1e1"; }
+.bi-calendar-check::before { content: "\f1e2"; }
+.bi-calendar-date-fill::before { content: "\f1e3"; }
+.bi-calendar-date::before { content: "\f1e4"; }
+.bi-calendar-day-fill::before { content: "\f1e5"; }
+.bi-calendar-day::before { content: "\f1e6"; }
+.bi-calendar-event-fill::before { content: "\f1e7"; }
+.bi-calendar-event::before { content: "\f1e8"; }
+.bi-calendar-fill::before { content: "\f1e9"; }
+.bi-calendar-minus-fill::before { content: "\f1ea"; }
+.bi-calendar-minus::before { content: "\f1eb"; }
+.bi-calendar-month-fill::before { content: "\f1ec"; }
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diff --git a/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap.min.js b/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap.min.js
new file mode 100644
index 0000000..e8f21f7
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/bootstrap/bootstrap.min.js
@@ -0,0 +1,7 @@
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+  * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
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+  */
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vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:je,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",Mi=p()?"top-end":"top-start",ji=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return Bi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ji:Mi:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover 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e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}N.on(window,gs,(()=>{for(const t of z.find('[data-bs-spy="scroll"]'))Es.getOrCreateInstance(t)})),m(Es);const Ts=".bs.tab",Cs=`hide${Ts}`,Os=`hidden${Ts}`,xs=`show${Ts}`,ks=`shown${Ts}`,Ls=`click${Ts}`,Ss=`keydown${Ts}`,Ds=`load${Ts}`,$s="ArrowLeft",Is="ArrowRight",Ns="ArrowUp",Ps="ArrowDown",Ms="Home",js="End",Fs="active",Hs="fade",Ws="show",Bs=":not(.dropdown-toggle)",zs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Rs=`.nav-link${Bs}, .list-group-item${Bs}, [role="tab"]${Bs}, ${zs}`,qs=`.${Fs}[data-bs-toggle="tab"], .${Fs}[data-bs-toggle="pill"], .${Fs}[data-bs-toggle="list"]`;class Vs extends 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NAME(){return"toast"}show(){N.trigger(this._element,Zs).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(eo),d(this._element),this._element.classList.add(io,no),this._queueCallback((()=>{this._element.classList.remove(no),N.trigger(this._element,to),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(N.trigger(this._element,Gs).defaultPrevented||(this._element.classList.add(no),this._queueCallback((()=>{this._element.classList.add(eo),this._element.classList.remove(no,io),N.trigger(this._element,Js)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(io),super.dispose()}isShown(){return this._element.classList.contains(io)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){N.on(this._element,Qs,(t=>this._onInteraction(t,!0))),N.on(this._element,Xs,(t=>this._onInteraction(t,!1))),N.on(this._element,Ys,(t=>this._onInteraction(t,!0))),N.on(this._element,Us,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=ro.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}return 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+//# sourceMappingURL=bootstrap.bundle.min.js.map
\ No newline at end of file
diff --git a/02_activities/assignments/assignment_1_files/libs/clipboard/clipboard.min.js b/02_activities/assignments/assignment_1_files/libs/clipboard/clipboard.min.js
new file mode 100644
index 0000000..1103f81
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/clipboard/clipboard.min.js
@@ -0,0 +1,7 @@
+/*!
+ * clipboard.js v2.0.11
+ * https://clipboardjs.com/
+ *
+ * Licensed MIT © Zeno Rocha
+ */
+!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return b}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),r=n.n(e);function c(t){try{return document.execCommand(t)}catch(t){return}}var a=function(t){t=r()(t);return c("cut"),t};function o(t,e){var n,o,t=(n=t,o="rtl"===document.documentElement.getAttribute("dir"),(t=document.createElement("textarea")).style.fontSize="12pt",t.style.border="0",t.style.padding="0",t.style.margin="0",t.style.position="absolute",t.style[o?"right":"left"]="-9999px",o=window.pageYOffset||document.documentElement.scrollTop,t.style.top="".concat(o,"px"),t.setAttribute("readonly",""),t.value=n,t);return e.container.appendChild(t),e=r()(t),c("copy"),t.remove(),e}var f=function(t){var e=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body},n="";return"string"==typeof t?n=o(t,e):t instanceof HTMLInputElement&&!["text","search","url","tel","password"].includes(null==t?void 0:t.type)?n=o(t.value,e):(n=r()(t),c("copy")),n};function l(t){return(l="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var s=function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{},e=t.action,n=void 0===e?"copy":e,o=t.container,e=t.target,t=t.text;if("copy"!==n&&"cut"!==n)throw new Error('Invalid "action" value, use either "copy" or "cut"');if(void 0!==e){if(!e||"object"!==l(e)||1!==e.nodeType)throw new Error('Invalid "target" value, use a valid Element');if("copy"===n&&e.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. 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e=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body};return f(t,e)}},{key:"cut",value:function(t){return a(t)}},{key:"isSupported",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:["copy","cut"],t="string"==typeof t?[t]:t,e=!!document.queryCommandSupported;return t.forEach(function(t){e=e&&!!document.queryCommandSupported(t)}),e}}],(e=[{key:"resolveOptions",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{};this.action="function"==typeof t.action?t.action:this.defaultAction,this.target="function"==typeof t.target?t.target:this.defaultTarget,this.text="function"==typeof t.text?t.text:this.defaultText,this.container="object"===p(t.container)?t.container:document.body}},{key:"listenClick",value:function(t){var e=this;this.listener=u()(t,"click",function(t){return e.onClick(t)})}},{key:"onClick",value:function(t){var e=t.delegateTarget||t.currentTarget,n=this.action(e)||"copy",t=s({action:n,container:this.container,target:this.target(e),text:this.text(e)});this.emit(t?"success":"error",{action:n,text:t,trigger:e,clearSelection:function(){e&&e.focus(),window.getSelection().removeAllRanges()}})}},{key:"defaultAction",value:function(t){return m("action",t)}},{key:"defaultTarget",value:function(t){t=m("target",t);if(t)return document.querySelector(t)}},{key:"defaultText",value:function(t){return m("text",t)}},{key:"destroy",value:function(){this.listener.destroy()}}])&&d(t.prototype,e),n&&d(t,n),r}()},828:function(t){var e;"undefined"==typeof Element||Element.prototype.matches||((e=Element.prototype).matches=e.matchesSelector||e.mozMatchesSelector||e.msMatchesSelector||e.oMatchesSelector||e.webkitMatchesSelector),t.exports=function(t,e){for(;t&&9!==t.nodeType;){if("function"==typeof t.matches&&t.matches(e))return t;t=t.parentNode}}},438:function(t,e,n){var u=n(828);function i(t,e,n,o,r){var 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f=n(879),l=n(438);t.exports=function(t,e,n){if(!t&&!e&&!n)throw new Error("Missing required arguments");if(!f.string(e))throw new TypeError("Second argument must be a String");if(!f.fn(n))throw new TypeError("Third argument must be a Function");if(f.node(t))return c=e,a=n,(u=t).addEventListener(c,a),{destroy:function(){u.removeEventListener(c,a)}};if(f.nodeList(t))return o=t,r=e,i=n,Array.prototype.forEach.call(o,function(t){t.addEventListener(r,i)}),{destroy:function(){Array.prototype.forEach.call(o,function(t){t.removeEventListener(r,i)})}};if(f.string(t))return t=t,e=e,n=n,l(document.body,t,e,n);throw new TypeError("First argument must be a String, HTMLElement, HTMLCollection, or NodeList");var o,r,i,u,c,a}},817:function(t){t.exports=function(t){var e,n="SELECT"===t.nodeName?(t.focus(),t.value):"INPUT"===t.nodeName||"TEXTAREA"===t.nodeName?((e=t.hasAttribute("readonly"))||t.setAttribute("readonly",""),t.select(),t.setSelectionRange(0,t.value.length),e||t.removeAttribute("readonly"),t.value):(t.hasAttribute("contenteditable")&&t.focus(),n=window.getSelection(),(e=document.createRange()).selectNodeContents(t),n.removeAllRanges(),n.addRange(e),n.toString());return n}},279:function(t){function e(){}e.prototype={on:function(t,e,n){var o=this.e||(this.e={});return(o[t]||(o[t]=[])).push({fn:e,ctx:n}),this},once:function(t,e,n){var o=this;function r(){o.off(t,r),e.apply(n,arguments)}return r._=e,this.on(t,r,n)},emit:function(t){for(var e=[].slice.call(arguments,1),n=((this.e||(this.e={}))[t]||[]).slice(),o=0,r=n.length;o<r;o++)n[o].fn.apply(n[o].ctx,e);return this},off:function(t,e){var n=this.e||(this.e={}),o=n[t],r=[];if(o&&e)for(var i=0,u=o.length;i<u;i++)o[i].fn!==e&&o[i].fn._!==e&&r.push(o[i]);return r.length?n[t]=r:delete n[t],this}},t.exports=e,t.exports.TinyEmitter=e}},r={},o.n=function(t){var e=t&&t.__esModule?function(){return t.default}:function(){return t};return o.d(e,{a:e}),e},o.d=function(t,e){for(var n in e)o.o(e,n)&&!o.o(t,n)&&Object.defineProperty(t,n,{enumerable:!0,get:e[n]})},o.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},o(686).default;function o(t){if(r[t])return r[t].exports;var e=r[t]={exports:{}};return n[t](e,e.exports,o),e.exports}var n,r});
\ No newline at end of file
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/anchor.min.js b/02_activities/assignments/assignment_1_files/libs/quarto-html/anchor.min.js
new file mode 100644
index 0000000..5ac814d
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/anchor.min.js
@@ -0,0 +1,9 @@
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+//
+// AnchorJS - v5.0.0 - 2023-01-18
+// https://www.bryanbraun.com/anchorjs/
+// Copyright (c) 2023 Bryan Braun; Licensed MIT
+//
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+!function(A,e){"use strict";"function"==typeof define&&define.amd?define([],e):"object"==typeof module&&module.exports?module.exports=e():(A.AnchorJS=e(),A.anchors=new A.AnchorJS)}(globalThis,function(){"use strict";return function(A){function u(A){A.icon=Object.prototype.hasOwnProperty.call(A,"icon")?A.icon:"",A.visible=Object.prototype.hasOwnProperty.call(A,"visible")?A.visible:"hover",A.placement=Object.prototype.hasOwnProperty.call(A,"placement")?A.placement:"right",A.ariaLabel=Object.prototype.hasOwnProperty.call(A,"ariaLabel")?A.ariaLabel:"Anchor",A.class=Object.prototype.hasOwnProperty.call(A,"class")?A.class:"",A.base=Object.prototype.hasOwnProperty.call(A,"base")?A.base:"",A.truncate=Object.prototype.hasOwnProperty.call(A,"truncate")?Math.floor(A.truncate):64,A.titleText=Object.prototype.hasOwnProperty.call(A,"titleText")?A.titleText:""}function d(A){var e;if("string"==typeof A||A instanceof String)e=[].slice.call(document.querySelectorAll(A));else{if(!(Array.isArray(A)||A instanceof NodeList))throw new TypeError("The selector provided to AnchorJS was invalid.");e=[].slice.call(A)}return e}this.options=A||{},this.elements=[],u(this.options),this.add=function(A){var e,t,o,i,n,s,a,r,l,c,h,p=[];if(u(this.options),0!==(e=d(A=A||"h2, h3, h4, h5, h6")).length){for(null===document.head.querySelector("style.anchorjs")&&((A=document.createElement("style")).className="anchorjs",A.appendChild(document.createTextNode("")),void 0===(h=document.head.querySelector('[rel="stylesheet"],style'))?document.head.appendChild(A):document.head.insertBefore(A,h),A.sheet.insertRule(".anchorjs-link{opacity:0;text-decoration:none;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}",A.sheet.cssRules.length),A.sheet.insertRule(":hover>.anchorjs-link,.anchorjs-link:focus{opacity:1}",A.sheet.cssRules.length),A.sheet.insertRule("[data-anchorjs-icon]::after{content:attr(data-anchorjs-icon)}",A.sheet.cssRules.length),A.sheet.insertRule('@font-face{font-family:anchorjs-icons;src:url(data:n/a;base64,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) format("truetype")}',A.sheet.cssRules.length)),h=document.querySelectorAll("[id]"),t=[].map.call(h,function(A){return A.id}),i=0;i<e.length;i++)if(this.hasAnchorJSLink(e[i]))p.push(i);else{if(e[i].hasAttribute("id"))o=e[i].getAttribute("id");else if(e[i].hasAttribute("data-anchor-id"))o=e[i].getAttribute("data-anchor-id");else{for(r=a=this.urlify(e[i].textContent),s=0;n=t.indexOf(r=void 0!==n?a+"-"+s:r),s+=1,-1!==n;);n=void 0,t.push(r),e[i].setAttribute("id",r),o=r}(l=document.createElement("a")).className="anchorjs-link "+this.options.class,l.setAttribute("aria-label",this.options.ariaLabel),l.setAttribute("data-anchorjs-icon",this.options.icon),this.options.titleText&&(l.title=this.options.titleText),c=document.querySelector("base")?window.location.pathname+window.location.search:"",c=this.options.base||c,l.href=c+"#"+o,"always"===this.options.visible&&(l.style.opacity="1"),""===this.options.icon&&(l.style.font="1em/1 anchorjs-icons","left"===this.options.placement)&&(l.style.lineHeight="inherit"),"left"===this.options.placement?(l.style.position="absolute",l.style.marginLeft="-1.25em",l.style.paddingRight=".25em",l.style.paddingLeft=".25em",e[i].insertBefore(l,e[i].firstChild)):(l.style.marginLeft=".1875em",l.style.paddingRight=".1875em",l.style.paddingLeft=".1875em",e[i].appendChild(l))}for(i=0;i<p.length;i++)e.splice(p[i]-i,1);this.elements=this.elements.concat(e)}return this},this.remove=function(A){for(var e,t,o=d(A),i=0;i<o.length;i++)(t=o[i].querySelector(".anchorjs-link"))&&(-1!==(e=this.elements.indexOf(o[i]))&&this.elements.splice(e,1),o[i].removeChild(t));return this},this.removeAll=function(){this.remove(this.elements)},this.urlify=function(A){var e=document.createElement("textarea");return e.innerHTML=A,A=e.value,this.options.truncate||u(this.options),A.trim().replace(/'/gi,"").replace(/[& +$,:;=?@"#{}|^~[`%!'<>\]./()*\\\n\t\b\v\u00A0]/g,"-").replace(/-{2,}/g,"-").substring(0,this.options.truncate).replace(/^-+|-+$/gm,"").toLowerCase()},this.hasAnchorJSLink=function(A){var e=A.firstChild&&-1<(" "+A.firstChild.className+" ").indexOf(" anchorjs-link "),A=A.lastChild&&-1<(" "+A.lastChild.className+" ").indexOf(" anchorjs-link ");return e||A||!1}}});
+// @license-end
\ No newline at end of file
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/axe/axe-check.js b/02_activities/assignments/assignment_1_files/libs/quarto-html/axe/axe-check.js
new file mode 100644
index 0000000..8808085
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/axe/axe-check.js
@@ -0,0 +1,145 @@
+class QuartoAxeReporter {
+  constructor(axeResult, options) {
+    this.axeResult = axeResult;
+    this.options = options;
+  }
+
+  report() {
+    throw new Error("report() is an abstract method");
+  }
+}
+
+class QuartoAxeJsonReporter extends QuartoAxeReporter {
+  constructor(axeResult, options) {
+    super(axeResult, options);
+  }
+
+  report() {
+    console.log(JSON.stringify(this.axeResult, null, 2));
+  }
+}
+
+class QuartoAxeConsoleReporter extends QuartoAxeReporter {
+  constructor(axeResult, options) {
+    super(axeResult, options);
+  }
+
+  report() {
+    for (const violation of this.axeResult.violations) {
+      console.log(violation.description);
+      for (const node of violation.nodes) {
+        for (const target of node.target) {
+          console.log(target);
+          console.log(document.querySelector(target));
+        }
+      }
+    }
+  }
+}
+
+class QuartoAxeDocumentReporter extends QuartoAxeReporter {
+  constructor(axeResult, options) {
+    super(axeResult, options);
+  }
+
+  createViolationElement(violation) {
+    const violationElement = document.createElement("div");
+
+    const descriptionElement = document.createElement("div");
+    descriptionElement.className = "quarto-axe-violation-description";
+    descriptionElement.innerText = `${violation.impact.replace(/^[a-z]/, match => match.toLocaleUpperCase())}: ${violation.description}`;
+    violationElement.appendChild(descriptionElement);
+
+    const helpElement = document.createElement("div");
+    helpElement.className = "quarto-axe-violation-help";
+    helpElement.innerText = violation.help;
+    violationElement.appendChild(helpElement);
+
+    const nodesElement = document.createElement("div");
+    nodesElement.className = "quarto-axe-violation-nodes";
+    violationElement.appendChild(nodesElement);
+    const nodeElement = document.createElement("div");
+    nodeElement.className = "quarto-axe-violation-selector";
+    for (const node of violation.nodes) {
+      for (const target of node.target) {
+        const targetElement = document.createElement("span");
+        targetElement.className = "quarto-axe-violation-target";
+        targetElement.innerText = target;
+        nodeElement.appendChild(targetElement);
+        nodeElement.addEventListener("mouseenter", () => {
+          const element = document.querySelector(target);
+          if (element) {
+            element.scrollIntoView({ behavior: "smooth", block: "center" });
+            element.classList.add("quarto-axe-hover-highlight");
+            setTimeout(() => {
+              element.style.border = "";
+            }, 2000);
+          }
+        });
+        nodeElement.addEventListener("mouseleave", () => {
+          const element = document.querySelector(target);
+          if (element) {
+            element.classList.remove("quarto-axe-hover-highlight");
+          }
+        });
+        nodeElement.addEventListener("click", () => {
+          console.log(document.querySelector(target));
+        });
+        nodeElement.appendChild(targetElement);
+      }
+      nodesElement.appendChild(nodeElement);
+    }
+    return violationElement;
+  }
+
+  report() {
+    const violations = this.axeResult.violations;
+    const reportElement = document.createElement("div");
+    reportElement.className = "quarto-axe-report";
+    if (violations.length === 0) {
+      const noViolationsElement = document.createElement("div");
+      noViolationsElement.className = "quarto-axe-no-violations";
+      noViolationsElement.innerText = "No axe-core violations found.";
+      reportElement.appendChild(noViolationsElement);
+    }
+    violations.forEach((violation) => {
+      reportElement.appendChild(this.createViolationElement(violation));
+    });
+    document.querySelector("main").appendChild(reportElement);
+  }
+}
+
+const reporters = {
+  json: QuartoAxeJsonReporter,
+  console: QuartoAxeConsoleReporter,
+  document: QuartoAxeDocumentReporter,
+};
+
+class QuartoAxeChecker {
+  constructor(opts) {
+    this.options = opts;
+  }
+  async init() {
+    const axe = (await import("https://cdn.skypack.dev/pin/axe-core@v4.10.3-aVOFXWsJaCpVrtv89pCa/mode=imports,min/optimized/axe-core.js")).default;
+    const result = await axe.run({
+      exclude: [
+       // https://github.com/microsoft/tabster/issues/288
+       // MS has claimed they won't fix this, so we need to add an exclusion to
+       // all tabster elements
+       "[data-tabster-dummy]"
+      ],
+      preload: { assets: ['cssom'], timeout: 50000 }    
+    });
+    const reporter = this.options === true ? new QuartoAxeConsoleReporter(result) : new reporters[this.options.output](result, this.options);
+    reporter.report();
+  }
+}
+
+export async function init() {
+  const opts = document.querySelector("#quarto-axe-checker-options");
+  if (opts) {
+    const jsonOptions = JSON.parse(atob(opts.textContent));
+    const checker = new QuartoAxeChecker(jsonOptions);
+    await checker.init();
+  }
+}
\ No newline at end of file
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/popper.min.js b/02_activities/assignments/assignment_1_files/libs/quarto-html/popper.min.js
new file mode 100644
index 0000000..e3726d7
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/popper.min.js
@@ -0,0 +1,6 @@
+/**
+ * @popperjs/core v2.11.7 - MIT License
+ */
+
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+
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/quarto-syntax-highlighting-ed96de9b727972fe78a7b5d16c58bf87.css b/02_activities/assignments/assignment_1_files/libs/quarto-html/quarto-syntax-highlighting-ed96de9b727972fe78a7b5d16c58bf87.css
new file mode 100644
index 0000000..7bb4f73
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/quarto-syntax-highlighting-ed96de9b727972fe78a7b5d16c58bf87.css
@@ -0,0 +1,236 @@
+/* quarto syntax highlight colors */
+:root {
+  --quarto-hl-ot-color: #003B4F;
+  --quarto-hl-at-color: #657422;
+  --quarto-hl-ss-color: #20794D;
+  --quarto-hl-an-color: #5E5E5E;
+  --quarto-hl-fu-color: #4758AB;
+  --quarto-hl-st-color: #20794D;
+  --quarto-hl-cf-color: #003B4F;
+  --quarto-hl-op-color: #5E5E5E;
+  --quarto-hl-er-color: #AD0000;
+  --quarto-hl-bn-color: #AD0000;
+  --quarto-hl-al-color: #AD0000;
+  --quarto-hl-va-color: #111111;
+  --quarto-hl-bu-color: inherit;
+  --quarto-hl-ex-color: inherit;
+  --quarto-hl-pp-color: #AD0000;
+  --quarto-hl-in-color: #5E5E5E;
+  --quarto-hl-vs-color: #20794D;
+  --quarto-hl-wa-color: #5E5E5E;
+  --quarto-hl-do-color: #5E5E5E;
+  --quarto-hl-im-color: #00769E;
+  --quarto-hl-ch-color: #20794D;
+  --quarto-hl-dt-color: #AD0000;
+  --quarto-hl-fl-color: #AD0000;
+  --quarto-hl-co-color: #5E5E5E;
+  --quarto-hl-cv-color: #5E5E5E;
+  --quarto-hl-cn-color: #8f5902;
+  --quarto-hl-sc-color: #5E5E5E;
+  --quarto-hl-dv-color: #AD0000;
+  --quarto-hl-kw-color: #003B4F;
+}
+
+/* other quarto variables */
+:root {
+  --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
+}
+
+/* syntax highlight based on Pandoc's rules */
+pre > code.sourceCode > span {
+  color: #003B4F;
+}
+
+code.sourceCode > span {
+  color: #003B4F;
+}
+
+div.sourceCode,
+div.sourceCode pre.sourceCode {
+  color: #003B4F;
+}
+
+/* Normal */
+code span {
+  color: #003B4F;
+}
+
+/* Alert */
+code span.al {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+/* Annotation */
+code span.an {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+/* Attribute */
+code span.at {
+  color: #657422;
+  font-style: inherit;
+}
+
+/* BaseN */
+code span.bn {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+/* BuiltIn */
+code span.bu {
+  font-style: inherit;
+}
+
+/* ControlFlow */
+code span.cf {
+  color: #003B4F;
+  font-weight: bold;
+  font-style: inherit;
+}
+
+/* Char */
+code span.ch {
+  color: #20794D;
+  font-style: inherit;
+}
+
+/* Constant */
+code span.cn {
+  color: #8f5902;
+  font-style: inherit;
+}
+
+/* Comment */
+code span.co {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+/* CommentVar */
+code span.cv {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+/* Documentation */
+code span.do {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+/* DataType */
+code span.dt {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+/* DecVal */
+code span.dv {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+/* Error */
+code span.er {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+/* Extension */
+code span.ex {
+  font-style: inherit;
+}
+
+/* Float */
+code span.fl {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+/* Function */
+code span.fu {
+  color: #4758AB;
+  font-style: inherit;
+}
+
+/* Import */
+code span.im {
+  color: #00769E;
+  font-style: inherit;
+}
+
+/* Information */
+code span.in {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+/* Keyword */
+code span.kw {
+  color: #003B4F;
+  font-weight: bold;
+  font-style: inherit;
+}
+
+/* Operator */
+code span.op {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+/* Other */
+code span.ot {
+  color: #003B4F;
+  font-style: inherit;
+}
+
+/* Preprocessor */
+code span.pp {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+/* SpecialChar */
+code span.sc {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+/* SpecialString */
+code span.ss {
+  color: #20794D;
+  font-style: inherit;
+}
+
+/* String */
+code span.st {
+  color: #20794D;
+  font-style: inherit;
+}
+
+/* Variable */
+code span.va {
+  color: #111111;
+  font-style: inherit;
+}
+
+/* VerbatimString */
+code span.vs {
+  color: #20794D;
+  font-style: inherit;
+}
+
+/* Warning */
+code span.wa {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+.prevent-inlining {
+  content: "</";
+}
+
+/*# sourceMappingURL=0920dd6d7437995b8cdf7429764427b1.css.map */
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/quarto.js b/02_activities/assignments/assignment_1_files/libs/quarto-html/quarto.js
new file mode 100644
index 0000000..84574ca
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/quarto.js
@@ -0,0 +1,847 @@
+import * as tabsets from "./tabsets/tabsets.js";
+import * as axe from "./axe/axe-check.js";
+
+const sectionChanged = new CustomEvent("quarto-sectionChanged", {
+  detail: {},
+  bubbles: true,
+  cancelable: false,
+  composed: false,
+});
+
+const layoutMarginEls = () => {
+  // Find any conflicting margin elements and add margins to the
+  // top to prevent overlap
+  const marginChildren = window.document.querySelectorAll(
+    ".column-margin.column-container > *, .margin-caption, .aside"
+  );
+
+  let lastBottom = 0;
+  for (const marginChild of marginChildren) {
+    if (marginChild.offsetParent !== null) {
+      // clear the top margin so we recompute it
+      marginChild.style.marginTop = null;
+      const top = marginChild.getBoundingClientRect().top + window.scrollY;
+      if (top < lastBottom) {
+        const marginChildStyle = window.getComputedStyle(marginChild);
+        const marginBottom = parseFloat(marginChildStyle["marginBottom"]);
+        const margin = lastBottom - top + marginBottom;
+        marginChild.style.marginTop = `${margin}px`;
+      }
+      const styles = window.getComputedStyle(marginChild);
+      const marginTop = parseFloat(styles["marginTop"]);
+      lastBottom = top + marginChild.getBoundingClientRect().height + marginTop;
+    }
+  }
+};
+
+window.document.addEventListener("DOMContentLoaded", function (_event) {
+  // Recompute the position of margin elements anytime the body size changes
+  if (window.ResizeObserver) {
+    const resizeObserver = new window.ResizeObserver(
+      throttle(() => {
+        layoutMarginEls();
+        if (
+          window.document.body.getBoundingClientRect().width < 990 &&
+          isReaderMode()
+        ) {
+          quartoToggleReader();
+        }
+      }, 50)
+    );
+    resizeObserver.observe(window.document.body);
+  }
+
+  const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]');
+  const sidebarEl = window.document.getElementById("quarto-sidebar");
+  const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left");
+  const marginSidebarEl = window.document.getElementById(
+    "quarto-margin-sidebar"
+  );
+  // function to determine whether the element has a previous sibling that is active
+  const prevSiblingIsActiveLink = (el) => {
+    const sibling = el.previousElementSibling;
+    if (sibling && sibling.tagName === "A") {
+      return sibling.classList.contains("active");
+    } else {
+      return false;
+    }
+  };
+
+  // dispatch for htmlwidgets
+  // they use slideenter event to trigger resize
+  function fireSlideEnter() {
+    const event = window.document.createEvent("Event");
+    event.initEvent("slideenter", true, true);
+    window.document.dispatchEvent(event);
+  }
+
+  const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]');
+  tabs.forEach((tab) => {
+    tab.addEventListener("shown.bs.tab", fireSlideEnter);
+  });
+
+  // dispatch for shiny
+  // they use BS shown and hidden events to trigger rendering
+  function distpatchShinyEvents(previous, current) {
+    if (window.jQuery) {
+      if (previous) {
+        window.jQuery(previous).trigger("hidden");
+      }
+      if (current) {
+        window.jQuery(current).trigger("shown");
+      }
+    }
+  }
+
+  // tabby.js listener: Trigger event for htmlwidget and shiny
+  document.addEventListener(
+    "tabby",
+    function (event) {
+      fireSlideEnter();
+      distpatchShinyEvents(event.detail.previousTab, event.detail.tab);
+    },
+    false
+  );
+
+  // Track scrolling and mark TOC links as active
+  // get table of contents and sidebar (bail if we don't have at least one)
+  const tocLinks = tocEl
+    ? [...tocEl.querySelectorAll("a[data-scroll-target]")]
+    : [];
+  const makeActive = (link) => tocLinks[link].classList.add("active");
+  const removeActive = (link) => tocLinks[link].classList.remove("active");
+  const removeAllActive = () =>
+    [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link));
+
+  // activate the anchor for a section associated with this TOC entry
+  tocLinks.forEach((link) => {
+    link.addEventListener("click", () => {
+      if (link.href.indexOf("#") !== -1) {
+        const anchor = link.href.split("#")[1];
+        const heading = window.document.querySelector(
+          `[data-anchor-id="${anchor}"]`
+        );
+        if (heading) {
+          // Add the class
+          heading.classList.add("reveal-anchorjs-link");
+
+          // function to show the anchor
+          const handleMouseout = () => {
+            heading.classList.remove("reveal-anchorjs-link");
+            heading.removeEventListener("mouseout", handleMouseout);
+          };
+
+          // add a function to clear the anchor when the user mouses out of it
+          heading.addEventListener("mouseout", handleMouseout);
+        }
+      }
+    });
+  });
+
+  const sections = tocLinks.map((link) => {
+    const target = link.getAttribute("data-scroll-target");
+    if (target.startsWith("#")) {
+      return window.document.getElementById(decodeURI(`${target.slice(1)}`));
+    } else {
+      return window.document.querySelector(decodeURI(`${target}`));
+    }
+  });
+
+  const sectionMargin = 200;
+  let currentActive = 0;
+  // track whether we've initialized state the first time
+  let init = false;
+
+  const updateActiveLink = () => {
+    // The index from bottom to top (e.g. reversed list)
+    let sectionIndex = -1;
+    if (
+      window.innerHeight + window.pageYOffset >=
+      window.document.body.offsetHeight
+    ) {
+      // This is the no-scroll case where last section should be the active one
+      sectionIndex = 0;
+    } else {
+      // This finds the last section visible on screen that should be made active
+      sectionIndex = [...sections].reverse().findIndex((section) => {
+        if (section) {
+          return window.pageYOffset >= section.offsetTop - sectionMargin;
+        } else {
+          return false;
+        }
+      });
+    }
+    if (sectionIndex > -1) {
+      const current = sections.length - sectionIndex - 1;
+      if (current !== currentActive) {
+        removeAllActive();
+        currentActive = current;
+        makeActive(current);
+        if (init) {
+          window.dispatchEvent(sectionChanged);
+        }
+        init = true;
+      }
+    }
+  };
+
+  const inHiddenRegion = (top, bottom, hiddenRegions) => {
+    for (const region of hiddenRegions) {
+      if (top <= region.bottom && bottom >= region.top) {
+        return true;
+      }
+    }
+    return false;
+  };
+
+  const categorySelector = "header.quarto-title-block .quarto-category";
+  const activateCategories = (href) => {
+    // Find any categories
+    // Surround them with a link pointing back to:
+    // #category=Authoring
+    try {
+      const categoryEls = window.document.querySelectorAll(categorySelector);
+      for (const categoryEl of categoryEls) {
+        const categoryText = categoryEl.textContent;
+        if (categoryText) {
+          const link = `${href}#category=${encodeURIComponent(categoryText)}`;
+          const linkEl = window.document.createElement("a");
+          linkEl.setAttribute("href", link);
+          for (const child of categoryEl.childNodes) {
+            linkEl.append(child);
+          }
+          categoryEl.appendChild(linkEl);
+        }
+      }
+    } catch {
+      // Ignore errors
+    }
+  };
+  function hasTitleCategories() {
+    return window.document.querySelector(categorySelector) !== null;
+  }
+
+  function offsetRelativeUrl(url) {
+    const offset = getMeta("quarto:offset");
+    return offset ? offset + url : url;
+  }
+
+  function offsetAbsoluteUrl(url) {
+    const offset = getMeta("quarto:offset");
+    const baseUrl = new URL(offset, window.location);
+
+    const projRelativeUrl = url.replace(baseUrl, "");
+    if (projRelativeUrl.startsWith("/")) {
+      return projRelativeUrl;
+    } else {
+      return "/" + projRelativeUrl;
+    }
+  }
+
+  // read a meta tag value
+  function getMeta(metaName) {
+    const metas = window.document.getElementsByTagName("meta");
+    for (let i = 0; i < metas.length; i++) {
+      if (metas[i].getAttribute("name") === metaName) {
+        return metas[i].getAttribute("content");
+      }
+    }
+    return "";
+  }
+
+  async function findAndActivateCategories() {
+    // Categories search with listing only use path without query
+    const currentPagePath = offsetAbsoluteUrl(
+      window.location.origin + window.location.pathname
+    );
+    const response = await fetch(offsetRelativeUrl("listings.json"));
+    if (response.status == 200) {
+      return response.json().then(function (listingPaths) {
+        const listingHrefs = [];
+        for (const listingPath of listingPaths) {
+          const pathWithoutLeadingSlash = listingPath.listing.substring(1);
+          for (const item of listingPath.items) {
+            const encodedItem = encodeURI(item);
+            if (
+              encodedItem === currentPagePath ||
+              encodedItem === currentPagePath + "index.html"
+            ) {
+              // Resolve this path against the offset to be sure
+              // we already are using the correct path to the listing
+              // (this adjusts the listing urls to be rooted against
+              // whatever root the page is actually running against)
+              const relative = offsetRelativeUrl(pathWithoutLeadingSlash);
+              const baseUrl = window.location;
+              const resolvedPath = new URL(relative, baseUrl);
+              listingHrefs.push(resolvedPath.pathname);
+              break;
+            }
+          }
+        }
+
+        // Look up the tree for a nearby linting and use that if we find one
+        const nearestListing = findNearestParentListing(
+          offsetAbsoluteUrl(window.location.pathname),
+          listingHrefs
+        );
+        if (nearestListing) {
+          activateCategories(nearestListing);
+        } else {
+          // See if the referrer is a listing page for this item
+          const referredRelativePath = offsetAbsoluteUrl(document.referrer);
+          const referrerListing = listingHrefs.find((listingHref) => {
+            const isListingReferrer =
+              listingHref === referredRelativePath ||
+              listingHref === referredRelativePath + "index.html";
+            return isListingReferrer;
+          });
+
+          if (referrerListing) {
+            // Try to use the referrer if possible
+            activateCategories(referrerListing);
+          } else if (listingHrefs.length > 0) {
+            // Otherwise, just fall back to the first listing
+            activateCategories(listingHrefs[0]);
+          }
+        }
+      });
+    }
+  }
+  if (hasTitleCategories()) {
+    findAndActivateCategories();
+  }
+
+  const findNearestParentListing = (href, listingHrefs) => {
+    if (!href || !listingHrefs) {
+      return undefined;
+    }
+    // Look up the tree for a nearby linting and use that if we find one
+    const relativeParts = href.substring(1).split("/");
+    while (relativeParts.length > 0) {
+      const path = relativeParts.join("/");
+      for (const listingHref of listingHrefs) {
+        if (listingHref.startsWith(path)) {
+          return listingHref;
+        }
+      }
+      relativeParts.pop();
+    }
+
+    return undefined;
+  };
+
+  const manageSidebarVisiblity = (el, placeholderDescriptor) => {
+    let isVisible = true;
+    let elRect;
+
+    return (hiddenRegions) => {
+      if (el === null) {
+        return;
+      }
+
+      // Find the last element of the TOC
+      const lastChildEl = el.lastElementChild;
+
+      if (lastChildEl) {
+        // Converts the sidebar to a menu
+        const convertToMenu = () => {
+          for (const child of el.children) {
+            child.style.opacity = 0;
+            child.style.overflow = "hidden";
+            child.style.pointerEvents = "none";
+          }
+
+          nexttick(() => {
+            const toggleContainer = window.document.createElement("div");
+            toggleContainer.style.width = "100%";
+            toggleContainer.classList.add("zindex-over-content");
+            toggleContainer.classList.add("quarto-sidebar-toggle");
+            toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom
+            toggleContainer.id = placeholderDescriptor.id;
+            toggleContainer.style.position = "fixed";
+
+            const toggleIcon = window.document.createElement("i");
+            toggleIcon.classList.add("quarto-sidebar-toggle-icon");
+            toggleIcon.classList.add("bi");
+            toggleIcon.classList.add("bi-caret-down-fill");
+
+            const toggleTitle = window.document.createElement("div");
+            const titleEl = window.document.body.querySelector(
+              placeholderDescriptor.titleSelector
+            );
+            if (titleEl) {
+              toggleTitle.append(
+                titleEl.textContent || titleEl.innerText,
+                toggleIcon
+              );
+            }
+            toggleTitle.classList.add("zindex-over-content");
+            toggleTitle.classList.add("quarto-sidebar-toggle-title");
+            toggleContainer.append(toggleTitle);
+
+            const toggleContents = window.document.createElement("div");
+            toggleContents.classList = el.classList;
+            toggleContents.classList.add("zindex-over-content");
+            toggleContents.classList.add("quarto-sidebar-toggle-contents");
+            for (const child of el.children) {
+              if (child.id === "toc-title") {
+                continue;
+              }
+
+              const clone = child.cloneNode(true);
+              clone.style.opacity = 1;
+              clone.style.pointerEvents = null;
+              clone.style.display = null;
+              toggleContents.append(clone);
+            }
+            toggleContents.style.height = "0px";
+            const positionToggle = () => {
+              // position the element (top left of parent, same width as parent)
+              if (!elRect) {
+                elRect = el.getBoundingClientRect();
+              }
+              toggleContainer.style.left = `${elRect.left}px`;
+              toggleContainer.style.top = `${elRect.top}px`;
+              toggleContainer.style.width = `${elRect.width}px`;
+            };
+            positionToggle();
+
+            toggleContainer.append(toggleContents);
+            el.parentElement.prepend(toggleContainer);
+
+            // Process clicks
+            let tocShowing = false;
+            // Allow the caller to control whether this is dismissed
+            // when it is clicked (e.g. sidebar navigation supports
+            // opening and closing the nav tree, so don't dismiss on click)
+            const clickEl = placeholderDescriptor.dismissOnClick
+              ? toggleContainer
+              : toggleTitle;
+
+            const closeToggle = () => {
+              if (tocShowing) {
+                toggleContainer.classList.remove("expanded");
+                toggleContents.style.height = "0px";
+                tocShowing = false;
+              }
+            };
+
+            // Get rid of any expanded toggle if the user scrolls
+            window.document.addEventListener(
+              "scroll",
+              throttle(() => {
+                closeToggle();
+              }, 50)
+            );
+
+            // Handle positioning of the toggle
+            window.addEventListener(
+              "resize",
+              throttle(() => {
+                elRect = undefined;
+                positionToggle();
+              }, 50)
+            );
+
+            window.addEventListener("quarto-hrChanged", () => {
+              elRect = undefined;
+            });
+
+            // Process the click
+            clickEl.onclick = () => {
+              if (!tocShowing) {
+                toggleContainer.classList.add("expanded");
+                toggleContents.style.height = null;
+                tocShowing = true;
+              } else {
+                closeToggle();
+              }
+            };
+          });
+        };
+
+        // Converts a sidebar from a menu back to a sidebar
+        const convertToSidebar = () => {
+          for (const child of el.children) {
+            child.style.opacity = 1;
+            child.style.overflow = null;
+            child.style.pointerEvents = null;
+          }
+
+          const placeholderEl = window.document.getElementById(
+            placeholderDescriptor.id
+          );
+          if (placeholderEl) {
+            placeholderEl.remove();
+          }
+
+          el.classList.remove("rollup");
+        };
+
+        if (isReaderMode()) {
+          convertToMenu();
+          isVisible = false;
+        } else {
+          // Find the top and bottom o the element that is being managed
+          const elTop = el.offsetTop;
+          const elBottom =
+            elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight;
+
+          if (!isVisible) {
+            // If the element is current not visible reveal if there are
+            // no conflicts with overlay regions
+            if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) {
+              convertToSidebar();
+              isVisible = true;
+            }
+          } else {
+            // If the element is visible, hide it if it conflicts with overlay regions
+            // and insert a placeholder toggle (or if we're in reader mode)
+            if (inHiddenRegion(elTop, elBottom, hiddenRegions)) {
+              convertToMenu();
+              isVisible = false;
+            }
+          }
+        }
+      }
+    };
+  };
+
+  const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]');
+  for (const tabEl of tabEls) {
+    const id = tabEl.getAttribute("data-bs-target");
+    if (id) {
+      const columnEl = document.querySelector(
+        `${id} .column-margin, .tabset-margin-content`
+      );
+      if (columnEl)
+        tabEl.addEventListener("shown.bs.tab", function (event) {
+          const el = event.srcElement;
+          if (el) {
+            const visibleCls = `${el.id}-margin-content`;
+            // walk up until we find a parent tabset
+            let panelTabsetEl = el.parentElement;
+            while (panelTabsetEl) {
+              if (panelTabsetEl.classList.contains("panel-tabset")) {
+                break;
+              }
+              panelTabsetEl = panelTabsetEl.parentElement;
+            }
+
+            if (panelTabsetEl) {
+              const prevSib = panelTabsetEl.previousElementSibling;
+              if (
+                prevSib &&
+                prevSib.classList.contains("tabset-margin-container")
+              ) {
+                const childNodes = prevSib.querySelectorAll(
+                  ".tabset-margin-content"
+                );
+                for (const childEl of childNodes) {
+                  if (childEl.classList.contains(visibleCls)) {
+                    childEl.classList.remove("collapse");
+                  } else {
+                    childEl.classList.add("collapse");
+                  }
+                }
+              }
+            }
+          }
+
+          layoutMarginEls();
+        });
+    }
+  }
+
+  // Manage the visibility of the toc and the sidebar
+  const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, {
+    id: "quarto-toc-toggle",
+    titleSelector: "#toc-title",
+    dismissOnClick: true,
+  });
+  const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, {
+    id: "quarto-sidebarnav-toggle",
+    titleSelector: ".title",
+    dismissOnClick: false,
+  });
+  let tocLeftScrollVisibility;
+  if (leftTocEl) {
+    tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, {
+      id: "quarto-lefttoc-toggle",
+      titleSelector: "#toc-title",
+      dismissOnClick: true,
+    });
+  }
+
+  // Find the first element that uses formatting in special columns
+  const conflictingEls = window.document.body.querySelectorAll(
+    '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]'
+  );
+
+  // Filter all the possibly conflicting elements into ones
+  // the do conflict on the left or ride side
+  const arrConflictingEls = Array.from(conflictingEls);
+  const leftSideConflictEls = arrConflictingEls.filter((el) => {
+    if (el.tagName === "ASIDE") {
+      return false;
+    }
+    return Array.from(el.classList).find((className) => {
+      return (
+        className !== "column-body" &&
+        className.startsWith("column-") &&
+        !className.endsWith("right") &&
+        !className.endsWith("container") &&
+        className !== "column-margin"
+      );
+    });
+  });
+  const rightSideConflictEls = arrConflictingEls.filter((el) => {
+    if (el.tagName === "ASIDE") {
+      return true;
+    }
+
+    const hasMarginCaption = Array.from(el.classList).find((className) => {
+      return className == "margin-caption";
+    });
+    if (hasMarginCaption) {
+      return true;
+    }
+
+    return Array.from(el.classList).find((className) => {
+      return (
+        className !== "column-body" &&
+        !className.endsWith("container") &&
+        className.startsWith("column-") &&
+        !className.endsWith("left")
+      );
+    });
+  });
+
+  const kOverlapPaddingSize = 10;
+  function toRegions(els) {
+    return els.map((el) => {
+      const boundRect = el.getBoundingClientRect();
+      const top =
+        boundRect.top +
+        document.documentElement.scrollTop -
+        kOverlapPaddingSize;
+      return {
+        top,
+        bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize,
+      };
+    });
+  }
+
+  let hasObserved = false;
+  const visibleItemObserver = (els) => {
+    let visibleElements = [...els];
+    const intersectionObserver = new IntersectionObserver(
+      (entries, _observer) => {
+        entries.forEach((entry) => {
+          if (entry.isIntersecting) {
+            if (visibleElements.indexOf(entry.target) === -1) {
+              visibleElements.push(entry.target);
+            }
+          } else {
+            visibleElements = visibleElements.filter((visibleEntry) => {
+              return visibleEntry !== entry;
+            });
+          }
+        });
+
+        if (!hasObserved) {
+          hideOverlappedSidebars();
+        }
+        hasObserved = true;
+      },
+      {}
+    );
+    els.forEach((el) => {
+      intersectionObserver.observe(el);
+    });
+
+    return {
+      getVisibleEntries: () => {
+        return visibleElements;
+      },
+    };
+  };
+
+  const rightElementObserver = visibleItemObserver(rightSideConflictEls);
+  const leftElementObserver = visibleItemObserver(leftSideConflictEls);
+
+  const hideOverlappedSidebars = () => {
+    marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries()));
+    sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries()));
+    if (tocLeftScrollVisibility) {
+      tocLeftScrollVisibility(
+        toRegions(leftElementObserver.getVisibleEntries())
+      );
+    }
+  };
+
+  window.quartoToggleReader = () => {
+    // Applies a slow class (or removes it)
+    // to update the transition speed
+    const slowTransition = (slow) => {
+      const manageTransition = (id, slow) => {
+        const el = document.getElementById(id);
+        if (el) {
+          if (slow) {
+            el.classList.add("slow");
+          } else {
+            el.classList.remove("slow");
+          }
+        }
+      };
+
+      manageTransition("TOC", slow);
+      manageTransition("quarto-sidebar", slow);
+    };
+    const readerMode = !isReaderMode();
+    setReaderModeValue(readerMode);
+
+    // If we're entering reader mode, slow the transition
+    if (readerMode) {
+      slowTransition(readerMode);
+    }
+    highlightReaderToggle(readerMode);
+    hideOverlappedSidebars();
+
+    // If we're exiting reader mode, restore the non-slow transition
+    if (!readerMode) {
+      slowTransition(!readerMode);
+    }
+  };
+
+  const highlightReaderToggle = (readerMode) => {
+    const els = document.querySelectorAll(".quarto-reader-toggle");
+    if (els) {
+      els.forEach((el) => {
+        if (readerMode) {
+          el.classList.add("reader");
+        } else {
+          el.classList.remove("reader");
+        }
+      });
+    }
+  };
+
+  const setReaderModeValue = (val) => {
+    if (window.location.protocol !== "file:") {
+      window.localStorage.setItem("quarto-reader-mode", val);
+    } else {
+      localReaderMode = val;
+    }
+  };
+
+  const isReaderMode = () => {
+    if (window.location.protocol !== "file:") {
+      return window.localStorage.getItem("quarto-reader-mode") === "true";
+    } else {
+      return localReaderMode;
+    }
+  };
+  let localReaderMode = null;
+
+  const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded");
+  const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1;
+
+  // Walk the TOC and collapse/expand nodes
+  // Nodes are expanded if:
+  // - they are top level
+  // - they have children that are 'active' links
+  // - they are directly below an link that is 'active'
+  const walk = (el, depth) => {
+    // Tick depth when we enter a UL
+    if (el.tagName === "UL") {
+      depth = depth + 1;
+    }
+
+    // It this is active link
+    let isActiveNode = false;
+    if (el.tagName === "A" && el.classList.contains("active")) {
+      isActiveNode = true;
+    }
+
+    // See if there is an active child to this element
+    let hasActiveChild = false;
+    for (const child of el.children) {
+      hasActiveChild = walk(child, depth) || hasActiveChild;
+    }
+
+    // Process the collapse state if this is an UL
+    if (el.tagName === "UL") {
+      if (tocOpenDepth === -1 && depth > 1) {
+        // toc-expand: false
+        el.classList.add("collapse");
+      } else if (
+        depth <= tocOpenDepth ||
+        hasActiveChild ||
+        prevSiblingIsActiveLink(el)
+      ) {
+        el.classList.remove("collapse");
+      } else {
+        el.classList.add("collapse");
+      }
+
+      // untick depth when we leave a UL
+      depth = depth - 1;
+    }
+    return hasActiveChild || isActiveNode;
+  };
+
+  // walk the TOC and expand / collapse any items that should be shown
+  if (tocEl) {
+    updateActiveLink();
+    walk(tocEl, 0);
+  }
+
+  // Throttle the scroll event and walk peridiocally
+  window.document.addEventListener(
+    "scroll",
+    throttle(() => {
+      if (tocEl) {
+        updateActiveLink();
+        walk(tocEl, 0);
+      }
+      if (!isReaderMode()) {
+        hideOverlappedSidebars();
+      }
+    }, 5)
+  );
+  window.addEventListener(
+    "resize",
+    throttle(() => {
+      if (tocEl) {
+        updateActiveLink();
+        walk(tocEl, 0);
+      }
+      if (!isReaderMode()) {
+        hideOverlappedSidebars();
+      }
+    }, 10)
+  );
+  hideOverlappedSidebars();
+  highlightReaderToggle(isReaderMode());
+});
+
+tabsets.init();
+axe.init();
+
+function throttle(func, wait) {
+  let waiting = false;
+  return function () {
+    if (!waiting) {
+      func.apply(this, arguments);
+      waiting = true;
+      setTimeout(function () {
+        waiting = false;
+      }, wait);
+    }
+  };
+}
+
+function nexttick(func) {
+  return setTimeout(func, 0);
+}
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/tabsets/tabsets.js b/02_activities/assignments/assignment_1_files/libs/quarto-html/tabsets/tabsets.js
new file mode 100644
index 0000000..51345d0
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/tabsets/tabsets.js
@@ -0,0 +1,95 @@
+// grouped tabsets
+
+export function init() {
+  window.addEventListener("pageshow", (_event) => {
+    function getTabSettings() {
+      const data = localStorage.getItem("quarto-persistent-tabsets-data");
+      if (!data) {
+        localStorage.setItem("quarto-persistent-tabsets-data", "{}");
+        return {};
+      }
+      if (data) {
+        return JSON.parse(data);
+      }
+    }
+
+    function setTabSettings(data) {
+      localStorage.setItem(
+        "quarto-persistent-tabsets-data",
+        JSON.stringify(data)
+      );
+    }
+
+    function setTabState(groupName, groupValue) {
+      const data = getTabSettings();
+      data[groupName] = groupValue;
+      setTabSettings(data);
+    }
+
+    function toggleTab(tab, active) {
+      const tabPanelId = tab.getAttribute("aria-controls");
+      const tabPanel = document.getElementById(tabPanelId);
+      if (active) {
+        tab.classList.add("active");
+        tabPanel.classList.add("active");
+      } else {
+        tab.classList.remove("active");
+        tabPanel.classList.remove("active");
+      }
+    }
+
+    function toggleAll(selectedGroup, selectorsToSync) {
+      for (const [thisGroup, tabs] of Object.entries(selectorsToSync)) {
+        const active = selectedGroup === thisGroup;
+        for (const tab of tabs) {
+          toggleTab(tab, active);
+        }
+      }
+    }
+
+    function findSelectorsToSyncByLanguage() {
+      const result = {};
+      const tabs = Array.from(
+        document.querySelectorAll(`div[data-group] a[id^='tabset-']`)
+      );
+      for (const item of tabs) {
+        const div = item.parentElement.parentElement.parentElement;
+        const group = div.getAttribute("data-group");
+        if (!result[group]) {
+          result[group] = {};
+        }
+        const selectorsToSync = result[group];
+        const value = item.innerHTML;
+        if (!selectorsToSync[value]) {
+          selectorsToSync[value] = [];
+        }
+        selectorsToSync[value].push(item);
+      }
+      return result;
+    }
+
+    function setupSelectorSync() {
+      const selectorsToSync = findSelectorsToSyncByLanguage();
+      Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => {
+        Object.entries(tabSetsByValue).forEach(([value, items]) => {
+          items.forEach((item) => {
+            item.addEventListener("click", (_event) => {
+              setTabState(group, value);
+              toggleAll(value, selectorsToSync[group]);
+            });
+          });
+        });
+      });
+      return selectorsToSync;
+    }
+
+    const selectorsToSync = setupSelectorSync();
+    for (const [group, selectedName] of Object.entries(getTabSettings())) {
+      const selectors = selectorsToSync[group];
+      // it's possible that stale state gives us empty selections, so we explicitly check here.
+      if (selectors) {
+        toggleAll(selectedName, selectors);
+      }
+    }
+  });
+}
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.css b/02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.css
new file mode 100644
index 0000000..e6ae635
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.css
@@ -0,0 +1 @@
+.tippy-box[data-animation=fade][data-state=hidden]{opacity:0}[data-tippy-root]{max-width:calc(100vw - 10px)}.tippy-box{position:relative;background-color:#333;color:#fff;border-radius:4px;font-size:14px;line-height:1.4;white-space:normal;outline:0;transition-property:transform,visibility,opacity}.tippy-box[data-placement^=top]>.tippy-arrow{bottom:0}.tippy-box[data-placement^=top]>.tippy-arrow:before{bottom:-7px;left:0;border-width:8px 8px 0;border-top-color:initial;transform-origin:center top}.tippy-box[data-placement^=bottom]>.tippy-arrow{top:0}.tippy-box[data-placement^=bottom]>.tippy-arrow:before{top:-7px;left:0;border-width:0 8px 8px;border-bottom-color:initial;transform-origin:center bottom}.tippy-box[data-placement^=left]>.tippy-arrow{right:0}.tippy-box[data-placement^=left]>.tippy-arrow:before{border-width:8px 0 8px 8px;border-left-color:initial;right:-7px;transform-origin:center left}.tippy-box[data-placement^=right]>.tippy-arrow{left:0}.tippy-box[data-placement^=right]>.tippy-arrow:before{left:-7px;border-width:8px 8px 8px 0;border-right-color:initial;transform-origin:center right}.tippy-box[data-inertia][data-state=visible]{transition-timing-function:cubic-bezier(.54,1.5,.38,1.11)}.tippy-arrow{width:16px;height:16px;color:#333}.tippy-arrow:before{content:"";position:absolute;border-color:transparent;border-style:solid}.tippy-content{position:relative;padding:5px 9px;z-index:1}
\ No newline at end of file
diff --git a/02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.umd.min.js b/02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.umd.min.js
new file mode 100644
index 0000000..ca292be
--- /dev/null
+++ b/02_activities/assignments/assignment_1_files/libs/quarto-html/tippy.umd.min.js
@@ -0,0 +1,2 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t(require("@popperjs/core")):"function"==typeof define&&define.amd?define(["@popperjs/core"],t):(e=e||self).tippy=t(e.Popper)}(this,(function(e){"use strict";var t={passive:!0,capture:!0},n=function(){return document.body};function r(e,t,n){if(Array.isArray(e)){var r=e[t];return null==r?Array.isArray(n)?n[t]:n:r}return e}function o(e,t){var n={}.toString.call(e);return 0===n.indexOf("[object")&&n.indexOf(t+"]")>-1}function i(e,t){return"function"==typeof e?e.apply(void 0,t):e}function a(e,t){return 0===t?e:function(r){clearTimeout(n),n=setTimeout((function(){e(r)}),t)};var n}function s(e,t){var n=Object.assign({},e);return t.forEach((function(e){delete n[e]})),n}function u(e){return[].concat(e)}function c(e,t){-1===e.indexOf(t)&&e.push(t)}function p(e){return e.split("-")[0]}function f(e){return[].slice.call(e)}function l(e){return Object.keys(e).reduce((function(t,n){return void 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+
diff --git a/02_activities/assignments/gwa_hwe.log b/02_activities/assignments/gwa_hwe.log
new file mode 100644
index 0000000..05bde14
--- /dev/null
+++ b/02_activities/assignments/gwa_hwe.log
@@ -0,0 +1,15 @@
+PLINK v1.90p 64-bit (6 Sep 2023)
+Options in effect:
+  --bfile gwa.qc.A1
+  --hardy
+  --out gwa_hwe
+
+Hostname: Athiras-MacBook-Pro.local
+Working directory: /Users/athira/Desktop/gen_data/02_activities/assignments
+Start time: Thu Mar 19 01:00:27 2026
+
+Random number seed: 1773862227
+32768 MB RAM detected; reserving 16384 MB for main workspace.
+Error: Failed to open gwa.qc.A1.bed.
+
+End time: Thu Mar 19 01:00:27 2026
diff --git a/02_activities/tutorials/tutorial_1.qmd b/02_activities/tutorials/tutorial_1.qmd
index 93310a5..2de956f 100644
--- a/02_activities/tutorials/tutorial_1.qmd
+++ b/02_activities/tutorials/tutorial_1.qmd
@@ -20,7 +20,8 @@ A PLINK binary dataset consists of three files:
 Please download the three files from the following Google Drive link and place them in `02_activities/data/`: <https://drive.google.com/drive/folders/1v-FbDqu95wdUje3foFXMdXrBjYEAJTB2?usp=drive_link>
 
 ```{r setup, include=FALSE}
-# Set up a consistent path for all chunks of code
+# Set up a consistent path f
+or all chunks of code
 knitr::opts_knit$set(root.dir = normalizePath("../../"))
 ```
 
@@ -55,14 +56,14 @@ head ./02_activities/data/gwa.qc.fam
 head ./02_activities/data/gwa.qc.bim
 ```
 
-| **Column Name** | **Description** |
+| **Column Name** | **Description**                                           |
 |------------------------------------|------------------------------------|
-| **CHR** | Chromosome number |
-| **SNP** | SNP ID (e.g., rs number) |
-| **CM** | Genetic distance (usually 0) |
-| **BP** | Physical position in base pairs |
-| **A1** | PLINK's alternative allele |
-| **A2** | the other allele (reference allele; mostly major alleles) |
+| **CHR**         | Chromosome number                                         |
+| **SNP**         | SNP ID (e.g., rs number)                                  |
+| **CM**          | Genetic distance (usually 0)                              |
+| **BP**          | Physical position in base pairs                           |
+| **A1**          | PLINK's alternative allele                                |
+| **A2**          | the other allele (reference allele; mostly major alleles) |
 
 ### 3. Understanding the .bed file
 
@@ -318,7 +319,7 @@ print(p1)
 
 ```
 
-**Interpretation**: We performed logistic regression to test the association between genotype (rs1525873) and the binary phenotype. The regression coefficient for rs1525873 is 1.93140 (p <2e-16), indicating that each additional copy of the T allele is associated with increased odds of being a case. The significant p-value suggests evidence of an association between this SNP and the phenotype in our sample.
+**Interpretation**: We performed logistic regression to test the association between genotype (rs1525873) and the binary phenotype. The regression coefficient for rs1525873 is 1.93140 (p \<2e-16), indicating that each additional copy of the T allele is associated with increased odds of being a case. The significant p-value suggests evidence of an association between this SNP and the phenotype in our sample.
 
 In practice, when testing genetic associations, we include additional covariates in the model, such as age, sex, and principal components to adjust for confounding effects. We will cover this in more detail later in the course.
 
@@ -445,4 +446,4 @@ print(p3)
 
 **Interpretation**: In the recessive model, the predicted risk when genotype = 0 is higher than under the dominance model,when genotype = 0 includes both aa and Aa individuals. This means the average risk for genotype=0 in the recessive model includes some risk from heterozygotes (Aa), pushing the predicted probability higher than if it were only aa. The AIC (AIC=−2log(L)+2k) of 3412.1 indicates that the additive model offers the best overall fit, consistent with the interpretation that heterozygotes (Aa) confer intermediate risk relative to aa.
 
-In practice, the choice of genotype coding depends on biological hypotheses about the mode of inheritance and the statistical fit of different models. Researchers typically start with additive coding as the primary analysis, and may perform sensitivity analyses with dominance and recessive codings.
+In practice, the choice of genotype coding depends on biological hypotheses about the mode of inheritance and the statistical fit of different models. Researchers typically start with additive coding as the primary analysis, and may perform sensitivity analyses with dominance and recessive codings.
\ No newline at end of file
diff --git a/02_activities/assignments/assignment_1.html b/assignment_1.html
similarity index 100%
rename from 02_activities/assignments/assignment_1.html
rename to assignment_1.html
diff --git a/02_activities/assignments/assignment_1.qmd b/assignment_1.qmd
similarity index 100%
rename from 02_activities/assignments/assignment_1.qmd
rename to assignment_1.qmd

From 7984535bd2f9c83cd481787c138abc1e42c1a966 Mon Sep 17 00:00:00 2001
From: Athira K <krishnanathika@gmail.com>
Date: Sat, 11 Apr 2026 11:05:28 +0530
Subject: [PATCH 5/5] =?UTF-8?q?Fix=20allele=20interpretation=20(minor=20?=
 =?UTF-8?q?=E2=86=92=20major)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 assignment_1.qmd | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/assignment_1.qmd b/assignment_1.qmd
index 1d9ee79..d563ee9 100644
--- a/assignment_1.qmd
+++ b/assignment_1.qmd
@@ -204,7 +204,7 @@ pval <- summary(model)$coefficients["rs1861", "Pr(>|t|)"]
 
 cat("rs1861: Beta =", beta, ", p-value =", pval, "\n")
 
-cat ("The beta coefficient for rs1861 is approximately 0.974, indicating that each additional copy of the minor allele is associated with an increase of about 0.974 units in the phenotype under an additive model.\n")
+cat ("The beta coefficient for rs1861 is approximately 0.974, indicating that each additional copy of the major allele is associated with an increase of about 0.974 units in the phenotype under an additive model.\n")
 ```
 (iii) Plot the scatterplot of phenotype versus the genotype of SNP rs1861. Add the regression line to the plot.