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@@ -409,7 +409,7 @@ generate_and_save_plots <- function(output_dir, file_name, plot_configs, grid_la
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# Setting legend position, titles, and labels
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# Setting legend position, titles, and labels
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legend_position <- config$legend_position %||% "bottom"
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legend_position <- config$legend_position %||% "bottom"
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- plot <- plot + ggtitle(config$title) + theme_Publication(legend_position = legend_position)
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+ plot <- plot + ggtitle(config$title) + theme_publication(legend_position = legend_position)
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if (!is.null(config$x_label)) plot <- plot + xlab(config$x_label)
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if (!is.null(config$x_label)) plot <- plot + xlab(config$x_label)
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if (!is.null(config$y_label)) plot <- plot + ylab(config$y_label)
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if (!is.null(config$y_label)) plot <- plot + ylab(config$y_label)
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@@ -439,12 +439,11 @@ generate_and_save_plots <- function(output_dir, file_name, plot_configs, grid_la
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dev.off()
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dev.off()
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- # Save as HTML (optional)
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plotly_plots <- lapply(plots, function(plot) {
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plotly_plots <- lapply(plots, function(plot) {
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suppressWarnings(ggplotly(plot) %>% layout(legend = list(orientation = "h")))
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suppressWarnings(ggplotly(plot) %>% layout(legend = list(orientation = "h")))
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})
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})
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combined_plot <- subplot(plotly_plots, nrows = grid_layout$nrow, margin = 0.05)
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combined_plot <- subplot(plotly_plots, nrows = grid_layout$nrow, margin = 0.05)
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- saveWidget(combined_plot, file = file.path(output_dir, paste0(file_name, "_grid.html")), selfcontained = TRUE)
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+ saveWidget(combined_plot, file = file.path(output_dir, paste0(file_name, ".html")), selfcontained = TRUE)
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} else {
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} else {
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# Save individual plots to PDF
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# Save individual plots to PDF
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@@ -603,7 +602,8 @@ generate_correlation_plot_configs <- function(df, variables) {
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plot_type = "correlation",
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plot_type = "correlation",
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title = paste("Avg Zscore vs lm", variable),
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title = paste("Avg Zscore vs lm", variable),
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color_var = "Overlap",
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color_var = "Overlap",
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- correlation_text = paste("R-squared =", round(df[[lm_r_squared_col]][1], 2))
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+ correlation_text = paste("R-squared =", round(df[[lm_r_squared_col]][1], 2)),
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+ legend_position = "right"
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)
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)
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}
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}
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@@ -966,6 +966,7 @@ main <- function() {
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group_by(across(all_of(group_vars))) %>%
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group_by(across(all_of(group_vars))) %>%
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filter(!is.na(Z_lm_L) | !is.na(Avg_Zscore_L))
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filter(!is.na(Z_lm_L) | !is.na(Avg_Zscore_L))
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+ # Final filtered correaltion calculations and plots
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zscores_interactions_filtered <- zscores_interactions_filtered %>%
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zscores_interactions_filtered <- zscores_interactions_filtered %>%
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mutate(
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mutate(
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Overlap = case_when(
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Overlap = case_when(
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@@ -988,7 +989,6 @@ main <- function() {
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_L", "Avg_Zscore_L", "L"),
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_L", "Avg_Zscore_L", "L"),
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_K", "Avg_Zscore_K", "K")
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_K", "Avg_Zscore_K", "K")
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)
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)
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-
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generate_and_save_plots(output_dir = out_dir, file_name = "RankPlots",
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generate_and_save_plots(output_dir = out_dir, file_name = "RankPlots",
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plot_configs = rank_plot_configs, grid_layout = list(ncol = 3, nrow = 2))
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plot_configs = rank_plot_configs, grid_layout = list(ncol = 3, nrow = 2))
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@@ -996,14 +996,12 @@ main <- function() {
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_lm_L", "Z_lm_L", "L", is_lm = TRUE),
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_lm_L", "Z_lm_L", "L", is_lm = TRUE),
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_lm_K", "Z_lm_K", "K", is_lm = TRUE)
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generate_rank_plot_configs(zscores_interactions_filtered, "Rank_lm_K", "Z_lm_K", "K", is_lm = TRUE)
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)
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)
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-
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generate_and_save_plots(output_dir = out_dir, file_name = "RankPlots_lm",
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generate_and_save_plots(output_dir = out_dir, file_name = "RankPlots_lm",
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plot_configs = rank_lm_plot_configs, grid_layout = list(ncol = 3, nrow = 2))
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plot_configs = rank_lm_plot_configs, grid_layout = list(ncol = 3, nrow = 2))
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correlation_plot_configs <- generate_correlation_plot_configs(zscores_interactions_filtered, variables)
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correlation_plot_configs <- generate_correlation_plot_configs(zscores_interactions_filtered, variables)
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generate_and_save_plots(output_dir = out_dir, file_name = "Avg_Zscore_vs_lm_NA_rm",
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generate_and_save_plots(output_dir = out_dir, file_name = "Avg_Zscore_vs_lm_NA_rm",
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plot_configs = correlation_plot_configs, grid_layout = list(ncol = 2, nrow = 2))
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plot_configs = correlation_plot_configs, grid_layout = list(ncol = 2, nrow = 2))
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-
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})
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})
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})
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})
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}
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}
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