diff --git a/R/derive_vars.R b/R/derive_vars.R
index 158ad5e..65c2598 100644
--- a/R/derive_vars.R
+++ b/R/derive_vars.R
@@ -115,8 +115,8 @@ derive_basic_rap_scores <- function(data) {
                               .x %in% high_vals ~ 1,
                               TRUE ~ 0),
                   .names = "{.col}_score")) %>%
-    mutate(doc_score = as.integer(.data$doc_comments_score & .data$doc_readme_score)) %>%
-    select(-c(.data$doc_comments_score, .data$doc_readme_score)) %>%
+    mutate(doc_score = as.integer(doc_comments_score & doc_readme_score)) %>%
+    select(-c(doc_comments_score, doc_readme_score)) %>%
     rename_with(~ score_col_names[which(paste0(prac_cols, "_score") == .x)],
                 .cols = paste0(prac_cols,
                                "_score")) %>%
diff --git a/R/frequency-tables.R b/R/frequency-tables.R
index 974a6e6..7d6ae9d 100644
--- a/R/frequency-tables.R
+++ b/R/frequency-tables.R
@@ -1285,7 +1285,7 @@ calculate_multi_table_freqs <- function(data, col1, col2, levels1, levels2, prop
   selected_data[col2] <- factor(selected_data[[col2]], levels = levels2)
 
   frequencies <- selected_data %>%
-    count(across(c(col1, col2)), .drop=FALSE) %>%
+    count(across(all_of(c(col1, col2))), .drop=FALSE) %>%
     drop_na() %>%
     data.frame()
 
diff --git a/R/plot.R b/R/plot.R
index 6d1f7d1..224dc47 100644
--- a/R/plot.R
+++ b/R/plot.R
@@ -22,7 +22,8 @@
 #'
 #' @export
 
-freq_subplots <- function(data, xlab, ylab, height, width, bar_colour, nrows = 3, y_margin = .1, x_margin = .1, font_size = 12, orientation = "h") {
+freq_subplots <- function(data, xlab, ylab, height, width, bar_colour, nrows = 3,
+                          y_margin = .1, x_margin = .1, font_size = 12, orientation = "h") {
 
   if (nrows == 1) {
     stop("Unexpected input: n_rows should be 2 or greater.")
@@ -132,7 +133,10 @@ freq_subplots <- function(data, xlab, ylab, height, width, bar_colour, nrows = 3
 #'
 #' @export
 
-plot_freqs <- function(data, n, colour, break_q_names_col, type = c("bar", "line"), max_lines = 2,  xlab = "", ylab = "", font_size = 12, orientation = c("v", "h"), ...) {
+
+plot_freqs <- function(data, n, colour, break_q_names_col, type = c("bar", "line"),
+                       max_lines = 2,  xlab = "", ylab = "", font_size = 12,
+                       orientation = c("v", "h"), ...) {
 
   # Set default bar colour
   if (missing(colour)) {
@@ -262,7 +266,7 @@ plot_stacked <- function(data, n, break_q_names_col, type = c("bar", "line"), ma
   if (!is.data.frame(data)) {
     stop("Unexpected input - data is not a data.frame.")
   } else if (ncol(data) != 3) {
-    stop("Unexpected input - data should have three columns")
+    stop("Unexpected input - data should have three columns.")
   }
 
   # Validate labels
@@ -448,6 +452,7 @@ plot_grouped <- function(data, n, break_q_names_col, max_lines = 2, xlab = "", y
     x_axis <- axes$cat_axis
     y_axis <- axes$scale_axis
     legend = list(traceorder = 'normal')
+    hovertext <- paste0(data[[1]], ": ", round(abs(y_vals) * 100, 1), "%", " <extra></extra>")
   } else if (orientation == "h") {
     data[[1]] <- factor(rev(data[[1]]), levels = rev(unique(data[[1]])))
     data[[2]] <- factor(rev(data[[2]]), levels = rev(unique(data[[2]])))
@@ -458,14 +463,13 @@ plot_grouped <- function(data, n, break_q_names_col, max_lines = 2, xlab = "", y
     y_axis <- axes$cat_axis
     legend = list(traceorder = 'reversed')
     ylab <- xlab
+    hovertext <- paste0(data[[1]], ": ", round(abs(x_vals) * 100, 1), "%", " <extra></extra>")
   }
 
   y_axis$title <- ""
 
   sample <- ifelse(!missing(n), paste0("Sample size = ", n), "")
 
-  hovertext <- paste0(data[[1]], ": ", round(abs(x_vals) * 100, 1), "%", " <extra></extra>")
-
   fig <- plotly::plot_ly(
     x = x_vals,
     y = y_vals,
@@ -536,20 +540,20 @@ plot_likert <- function(data, mid, n, break_q_names_col, max_lines = 2, xlab = "
   n_questions <- length(unique(data[[1]]))
   n_answers <- length(unique(data[[2]]))
 
+  # Validate neutral mid
+  if (!is.logical(neutral_mid)) {
+    stop("Unexpected input - neutral_mid is not logical.")
+  }
+
   # Validate mid
   if (!is.numeric(mid)) {
     stop("Unexpected input - mid is not numeric.")
   } else if (mid < 2) {
-    stop("Unexpected inout - mid is smaller than 2.")
-  } else if (neutral_mid & mid > n_answers) {
+    stop("Unexpected input - mid is smaller than 2.")
+  } else if (neutral_mid & mid >= n_answers) {
     stop("Unexpected input - mid >= the number of answers.")
   }
 
-  # Validate neutral mid
-  if (!is.logical(neutral_mid)) {
-    stop("Unexpected input - mid is not logical (TRUE/FALSE)")
-  }
-
   # Apply break_q_names to a column
   if(!missing(break_q_names_col)) {
     data[[break_q_names_col]] <- break_q_names(data[[break_q_names_col]], max_lines)
@@ -682,7 +686,10 @@ calculate_bases <- function(data, mid, neutral_mid) {
     }
   }
 
-  negative_bases <- data %>% dplyr::group_by_at(1) %>% dplyr::mutate_at(3, get_neg_bases, mid = mid, neutral_mid = neutral_mid) %>% data.frame
+  negative_bases <- data %>%
+    dplyr::group_by_at(1) %>%
+    dplyr::mutate_at(3, get_neg_bases, mid = mid, neutral_mid = neutral_mid) %>%
+    data.frame()
 
   bases <- bases - negative_bases[[3]]
 
diff --git a/docs/data_collection.html b/docs/data_collection.html
index aa76276..48e4d75 100644
--- a/docs/data_collection.html
+++ b/docs/data_collection.html
@@ -50,7 +50,7 @@
   }</script>
   <script src="site_libs/kePrint-0.0.1/kePrint.js"></script>
   <link href="site_libs/lightable-0.0.1/lightable.css" rel="stylesheet">
-  <script src="site_libs/htmlwidgets-1.6.2/htmlwidgets.js"></script>
+  <script src="site_libs/htmlwidgets-1.6.1/htmlwidgets.js"></script>
   <script src="site_libs/plotly-binding-4.10.1/plotly.js"></script>
   <script src="site_libs/typedarray-0.1/typedarray.min.js"></script>
   <script src="site_libs/jquery-3.5.1/jquery.min.js"></script>
@@ -267,7 +267,7 @@ <h2 class="anchored" data-anchor-id="coding-frequency">Coding frequency</h2>
   #code-freq-table {display: none;}
 </style>
 <div id="code-freq-chart" role="img" aria-label="Chart. Click the show table button to present the data as a text table instead.">
-<div class="plotly html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-8ded807ab4dcab9557b7" style="width:100%;height:464px;"></div>
+<div class="plotly html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-f53353515a0989d6f105" style="width:100%;height:464px;"></div>
 </div>
 <div id="code-freq-table">
 <table class="table" style="margin-left: auto; margin-right: auto;">
@@ -313,7 +313,7 @@ <h2 class="anchored" data-anchor-id="coding-frequency">Coding frequency</h2>
 </tbody>
 </table>
 </div>
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 </div>
 </div>
 </section>
@@ -348,7 +348,7 @@ <h2 class="anchored" data-anchor-id="grade">Grade</h2>
   #grades-by-year-table {display: none;}
 </style>
 <div id="grades-by-year-chart" role="img" aria-label="Chart. Click the show table button to present the data as a text table instead.">
-<div class="plotly html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-e4c738fdbb10a3aacc6d" style="width:100%;height:464px;"></div>
+<div class="plotly html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-65142f7dd4c5183725a2" style="width:100%;height:464px;"></div>
 </div>
 <div id="grades-by-year-table">
 <table class="table" style="margin-left: auto; margin-right: auto;">
@@ -394,7 +394,7 @@ <h2 class="anchored" data-anchor-id="grade">Grade</h2>
 </tbody>
 </table>
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@@ -1813,7 +1813,7 @@ <h3 class="anchored" data-anchor-id="basic-rap-scores">Basic RAP scores</h3>
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@@ -1653,7 +1653,7 @@ <h3 class="anchored" data-anchor-id="opinions-on-rap">Opinions on RAP</h3>
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index 6bf07b9..7bd4ac0 100644
--- a/docs/departments/department-for-work-and-pensions.html
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@@ -1813,7 +1813,7 @@ <h3 class="anchored" data-anchor-id="basic-rap-scores">Basic RAP scores</h3>
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@@ -1653,7 +1653,7 @@ <h3 class="anchored" data-anchor-id="opinions-on-rap">Opinions on RAP</h3>
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@@ -1813,7 +1813,7 @@ <h3 class="anchored" data-anchor-id="basic-rap-scores">Basic RAP scores</h3>
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diff --git a/docs/departments/uk-health-security-agency.html b/docs/departments/uk-health-security-agency.html
index f498b39..279b22b 100644
--- a/docs/departments/uk-health-security-agency.html
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@@ -1813,7 +1813,7 @@ <h3 class="anchored" data-anchor-id="basic-rap-scores">Basic RAP scores</h3>
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@@ -1813,7 +1813,7 @@ <h3 class="anchored" data-anchor-id="basic-rap-scores">Basic RAP scores</h3>
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 <div id="basic-rap-scores-table">
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index f1e83d1..5178c79 100644
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similarity index 100%
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diff --git a/docs/summary.html b/docs/summary.html
index 91ab5bf..094ca27 100644
--- a/docs/summary.html
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@@ -258,7 +258,7 @@ <h4 class="anchored" data-anchor-id="coding-frequency-over-time">Coding frequenc
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 </style>
 <div id="code-freq-chart" role="img" aria-label="Chart. Click the show table button to present the data as a text table instead.">
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diff --git a/tests/testthat/test-freq_subplots.R b/tests/testthat/test-freq_subplots.R
new file mode 100644
index 0000000..b59c76c
--- /dev/null
+++ b/tests/testthat/test-freq_subplots.R
@@ -0,0 +1,45 @@
+levels1 <- c("test1", "test2", "test3")
+levels2 <- c(1, 2, 3)
+
+dummy_data <- data.frame(Q1 = factor(c(rep("test1", 3),
+                                       rep("test2", 3),
+                                       rep("test3", 3)),
+                                     levels = levels1),
+                         Q2 = factor(c(rep(c(1,2,3), 3)),
+                                     levels = levels2),
+                         n = c(0, 0, 1, 1, 0, 0, 0, 1, 0))
+
+
+testthat::test_that("validity check works",
+                    {
+                      testthat::expect_error(
+                        freq_subplots(dummy_data, xlab = "x", ylab = "y",
+                                      height = 20, width = 20, nrows = 1),
+                        "Unexpected input: n_rows should be 2 or greater.")
+                    })
+
+
+got <- freq_subplots(dummy_data, xlab = "x", ylab = "y",
+              height = 500, width = 300, nrows = 3,
+              y_margin = .3, x_margin = .3, orientation = "v")
+
+for(i in 1:length(unique(dummy_data[[2]]))){
+  j = 2*i - 1
+  testthat::test_that("expected outputs achieved",
+                      {
+                        # x values
+                        testthat::expect_equal(c(got$x$data[[j]]$x), factor(levels1, levels = levels1))
+
+                        # y values
+                        testthat::expect_equal(c(got$x$data[[j]]$y), dummy_data[dummy_data$Q2 == i, "n"])
+
+                        # Bar colors
+                        testthat::expect_equal(got$x$data[[j]]$marker$color, "#004556")
+
+                        # Plot orientation
+                        testthat::expect_equal(got$x$data[[j]]$orientation, "v")
+
+                        # Title
+                        testthat::expect_equal(got$x$data[[j]]$title, factor(i, levels = c(1, 2, 3)))
+                      })
+}
diff --git a/tests/testthat/test-plot_freqs.R b/tests/testthat/test-plot_freqs.R
new file mode 100644
index 0000000..e798ea2
--- /dev/null
+++ b/tests/testthat/test-plot_freqs.R
@@ -0,0 +1,51 @@
+
+dummy_data <- data.frame(Q1 = factor(c("This is test number one", "This is test 2", "test3"),
+                                     levels = c("This is test number one", "This is test 2", "test3")),
+                         n = c(0.5, 0.2, 0.8))
+
+
+testthat::test_that("validity checks work",
+                    {
+                      testthat::expect_error(plot_freqs(dummy_data, colour = c("blue", "green")), "Unexpected input - colour should be a single colour name.")
+                      testthat::expect_error(plot_freqs(dummy_data, colour = 1), "Unexpected input - colour should be a single colour name.")
+                      testthat::expect_error(plot_freqs(as.list(dummy_data)), "Unexpected input - data is not a data.frame.")
+                      testthat::expect_error(plot_freqs(dplyr::mutate(dummy_data, Q2 = Q1)), "Unexpected input - data does not contain two columns.")
+                      testthat::expect_error(plot_freqs(dplyr::mutate(dummy_data, n = as.character(n))), "Unexpected input - data column 2 is not numeric.")
+                      testthat::expect_error(plot_freqs(dummy_data, xlab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_freqs(dummy_data, ylab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_freqs(dummy_data, xlab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_freqs(dummy_data, ylab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_freqs(dummy_data, font_size = "x"), "Unexpected input - font_size is not numeric.")
+                    })
+
+got <- plot_freqs(dummy_data, n = 100, xlab = "x", ylab = "y", break_q_names_col = TRUE)
+
+testthat::test_that("expected outputs achieved",
+                    {
+                      # x and y values
+                      testthat::expect_equal(c(got$x$attrs[[1]]$x), factor(c("This is test<br>number one", "This is test<br>2", "test3"),
+                                                                              levels = c("This is test<br>number one", "This is test<br>2", "test3")))
+                      testthat::expect_equal(c(got$x$attrs[[1]]$y), c(0.5, 0.2, 0.8))
+
+                      # Bar colors
+                      testthat::expect_equal(got$x$attrs[[1]]$marker$color, "#004556")
+
+                      # Plot orientation
+                      testthat::expect_equal(got$x$attrs[[1]]$orientation, "v")
+
+                      # Sample size
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$text, "Sample size = 100")
+
+                      # Axis labels
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$title, "x")
+                      testthat::expect_equal(got$x$layoutAttrs[[2]]$annotations$text, "y")
+
+                      # Font sizes
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$hoverlabel$font$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$font$size, 12)
+
+                    })
diff --git a/tests/testthat/test-plot_grouped.R b/tests/testthat/test-plot_grouped.R
new file mode 100644
index 0000000..cb2337e
--- /dev/null
+++ b/tests/testthat/test-plot_grouped.R
@@ -0,0 +1,47 @@
+levels1 <- c("test1", "test2", "test3", "test4", "test5")
+
+dummy_data <- data.frame(Q1 = factor(levels1,
+                                    levels = levels1),
+                         Q2 = c(1, 1, 1, 2, 2),
+                         n = c(0.2, 0.5, 0.3, 0.8, 0.6))
+
+
+testthat::test_that("validity checks work",
+                    {
+                      testthat::expect_error(plot_grouped(as.list(dummy_data)), "Unexpected input - data is not a data.frame.")
+                      testthat::expect_error(plot_grouped(dplyr::mutate(dummy_data, Q3 = Q1)), "Unexpected input - data does not contain 3 columns.")
+                      testthat::expect_error(plot_grouped(dummy_data, xlab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_grouped(dummy_data, ylab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_grouped(dummy_data, xlab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_grouped(dummy_data, ylab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_grouped(dummy_data, font_size = "x"), "Unexpected input - font_size is not numeric.")
+                    })
+
+got <- plot_grouped(dummy_data, n = 100, xlab = "x", ylab = "y")
+
+testthat::test_that("expected outputs achieved",
+                    {
+                      # x and y values
+                      testthat::expect_equal(c(got$x$attrs[[1]]$x), factor(levels1,
+                                                                           levels = levels1))
+                      testthat::expect_equal(c(got$x$attrs[[1]]$y), c(0.2, 0.5, 0.3, 0.8, 0.6))
+
+                      # Bar colors
+                      testthat::expect_equal(got$x$attrs[[1]]$marker$color, c("#FF6900", "#FF6900", "#FF6900", "#004556", "#004556"))
+
+                      # Sample size
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$text, "Sample size = 100")
+
+                      # Axis labels
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$title, "x")
+                      testthat::expect_equal(got$x$layoutAttrs[[2]]$annotations$text, "y")
+
+                      # Font sizes
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$hoverlabel$font$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$font$size, 12)
+
+                    })
diff --git a/tests/testthat/test-plot_likert.R b/tests/testthat/test-plot_likert.R
new file mode 100644
index 0000000..ca13a44
--- /dev/null
+++ b/tests/testthat/test-plot_likert.R
@@ -0,0 +1,55 @@
+
+dummy_data <- data.frame(Q1 = rep(c("test1",
+                                    "test2",
+                                    "test3"), each = 3),
+                         Q2 = factor(rep(c(1, 2, 3), 3),
+                                     levels = c(1, 2, 3)),
+                         n = c(0.1, 0.3, 0.6, 0.5, 0.25, 0.25, 0.33, 0.33, 0.34))
+
+testthat::test_that("validity checks work",
+                    {
+                      testthat::expect_error(plot_likert(as.list(dummy_data)), "Unexpected input - data is not a data.frame.")
+                      testthat::expect_error(plot_likert(dplyr::mutate(dummy_data, Q3 = Q1)), "Unexpected input - data should have at three columns.")
+                      testthat::expect_error(plot_likert(dummy_data, xlab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_likert(dummy_data, ylab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_likert(dummy_data, xlab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_likert(dummy_data, ylab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_likert(dummy_data, font_size = "x"), "Unexpected input - font_size is not numeric.")
+                      testthat::expect_error(plot_likert(dummy_data, neutral_mid = "x"), "Unexpected input - neutral_mid is not logical.")
+                      testthat::expect_error(plot_likert(dummy_data, mid = "2"), "Unexpected input - mid is not numeric.")
+                      testthat::expect_error(plot_likert(dummy_data, mid = 1), "Unexpected input - mid is smaller than 2.")
+                      testthat::expect_error(plot_likert(dummy_data, mid = 3), "Unexpected input - mid >= the number of answers.")
+                    })
+
+got <- plot_likert(dummy_data, mid = 2, n = 100, xlab = "x", ylab = "y")
+
+
+testthat::test_that("expected outputs achieved",
+                    {
+                      # x and y values
+                      testthat::expect_equal(c(got$x$attrs[[1]]$y), factor(rep(c("test1", "test2", "test3"), each = 3),
+                                                                           levels = c("test3", "test2", "test1")))
+                      testthat::expect_equal(c(got$x$attrs[[1]]$x), c(0.1, 0.3, 0.6, 0.5, 0.25, 0.25, 0.33, 0.33, 0.34))
+
+                      # Bar colors
+                      testthat::expect_equal(got$x$attrs[[1]]$marker$color, c("#004556", "#004556", "#004556", "#AFAFAF", "#AFAFAF", "#AFAFAF", "#FF6900", "#FF6900", "#FF6900"))
+
+                      # Plot orientation
+                      testthat::expect_equal(got$x$attrs[[1]]$orientation, "h")
+
+                      # Sample size
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$text, "Sample size = 100")
+
+                      # Axis labels
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$title, "x")
+                      testthat::expect_equal(got$x$layoutAttrs[[2]]$annotations$text, "y")
+
+                      # Font sizes
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$hoverlabel$font$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$font$size, 12)
+
+                    })
diff --git a/tests/testthat/test-plot_stacked.R b/tests/testthat/test-plot_stacked.R
new file mode 100644
index 0000000..3a6a050
--- /dev/null
+++ b/tests/testthat/test-plot_stacked.R
@@ -0,0 +1,51 @@
+
+dummy_data <- data.frame(Q1 = rep(c("test1",
+                                    "test2",
+                                    "test3"), each = 3),
+                         Q2 = factor(rep(c(1, 2, 3), 3),
+                                     levels = c(1, 2, 3)),
+                         n = c(0.1, 0.3, 0.6, 0.5, 0.25, 0.25, 0.33, 0.33, 0.34))
+
+testthat::test_that("validity checks work",
+                    {
+                      testthat::expect_error(plot_stacked(as.list(dummy_data)), "Unexpected input - data is not a data.frame.")
+                      testthat::expect_error(plot_stacked(dplyr::mutate(dummy_data, Q3 = Q1)), "Unexpected input - data should have three columns.")
+                      testthat::expect_error(plot_stacked(dummy_data, xlab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_stacked(dummy_data, ylab = 1), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_stacked(dummy_data, xlab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_stacked(dummy_data, ylab = c("1", "2")), "Unexpected input - labels should be single character strings.")
+                      testthat::expect_error(plot_stacked(dummy_data, font_size = "x"), "Unexpected input - font_size is not numeric.")
+                    })
+
+got <- plot_stacked(dummy_data, n = 100, xlab = "x", ylab = "y")
+
+testthat::test_that("expected outputs achieved",
+                    {
+                      # x and y values
+                      testthat::expect_equal(c(got$x$attrs[[1]]$y), factor(rep(c("test1", "test2", "test3"), each = 3),
+                                                                           levels = c("test3", "test2", "test1")))
+                      testthat::expect_equal(c(got$x$attrs[[1]]$x), c(0.1, 0.3, 0.6, 0.5, 0.25, 0.25, 0.33, 0.33, 0.34))
+
+                      # Bar colors
+                      testthat::expect_equal(got$x$attrs[[1]]$marker$color, c("#004556", "#004556", "#004556", "#AFAFAF", "#AFAFAF", "#AFAFAF", "#FF6900", "#FF6900", "#FF6900"))
+
+                      # Plot orientation
+                      testthat::expect_equal(got$x$attrs[[1]]$orientation, "h")
+
+                      # Sample size
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$text, "Sample size = 100")
+
+                      # Axis labels
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$title, "y")
+                      testthat::expect_equal(got$x$layoutAttrs[[2]]$annotations$text, "x")
+
+                      # Font sizes
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$legend$font$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$xaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$titlefont$size, 14.4)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$yaxis$tickfont$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$hoverlabel$font$size, 12)
+                      testthat::expect_equal(got$x$layoutAttrs[[1]]$annotations$font$size, 12)
+
+                    })
diff --git a/tests/testthat/test-plot_utils.R b/tests/testthat/test-plot_utils.R
new file mode 100644
index 0000000..370f815
--- /dev/null
+++ b/tests/testthat/test-plot_utils.R
@@ -0,0 +1,68 @@
+
+
+testthat::test_that("expected outputs achieved", {
+
+  dummy_data <- data.frame(Q1 = rep(c("test1",
+                                      "test2",
+                                      "test3"), each = 3),
+                           Q2 = factor(rep(c(1, 2, 3), 3),
+                                       levels = c(1, 2, 3)),
+                           n = c(0.1, 0.3, 0.6, 0.5, 0.25,
+                                 0.25, 0.33, 0.33, 0.34))
+
+  testthat::expect_equal(calculate_bases(dummy_data, mid = 2, neutral_mid = TRUE),
+                         c(-0.250, -0.150, 0.150, -0.625, -0.125,
+                           0.125, -0.495, -0.165, 0.165))
+
+})
+
+
+testthat::test_that("expected outputs achieved", {
+
+  dummy_data <- data.frame(Q1 = factor(c("test1", "test2", "test3"),
+                                       levels = c("test1", "test2", "test3")),
+                           n = c(0.5, 0.2, 0.8))
+
+  got <- plot_freqs(dummy_data, n = 100, xlab = "x", ylab = "y")
+
+  axis_got <- set_axis_range(got, min = 0.1, max = 0.8, axis = "y")
+
+  testthat::expect_equal(axis_got$x$layoutAttrs[[3]]$yaxis$range[[1]], 0.1)
+  testthat::expect_equal(axis_got$x$layoutAttrs[[3]]$yaxis$range[[2]], 0.8)
+
+})
+
+
+testthat::test_that("expected outputs achieved", {
+  testthat::expect_equal(create_y_lab("y", 12),
+                         list(text = "y",
+                              y = 1,
+                              x = "min",
+                              showarrow = FALSE,
+                              yshift = 24,
+                              xref = "paper",
+                              yref = "paper",
+                              font = list(size = 12 * 1.2)))
+
+})
+
+
+testthat::test_that("expected outputs achieved", {
+  testthat::expect_equal(axis_settings("x", "y", 12),
+                         list(
+                           scale_axis = list(
+                             title = "y",
+                             tickfont = list(size = 12),
+                             titlefont = list(size = 12 * 1.2),
+                             tickformat = ".0%",
+                             title = "Percent"
+                             ),
+                           cat_axis = list(
+                             title = "x",
+                             tickfont = list(size = 12),
+                             titlefont = list(size = 12 * 1.2)
+                             )
+                           )
+                         )
+
+})