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@@ -156,7 +156,7 @@ update_gene_names <- function(df, sgd_gene_list) {
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}
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calculate_summary_stats <- function(df, variables, group_vars = c("OrfRep", "conc_num", "conc_num_factor")) {
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- # Summarize the variables within the grouped data
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+
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summary_stats <- df %>%
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group_by(across(all_of(group_vars))) %>%
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summarise(
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@@ -172,11 +172,10 @@ calculate_summary_stats <- function(df, variables, group_vars = c("OrfRep", "con
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)
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# Create a cleaned version of df that doesn't overlap with summary_stats
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- cols_to_exclude <- unique(c(variables, group_vars))
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+ cols_to_keep <- setdiff(names(df), names(summary_stats)[-which(names(summary_stats) %in% group_vars)])
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df_cleaned <- df %>%
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- select(-any_of(cols_to_exclude))
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+ select(all_of(cols_to_keep))
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- # Join the stats back to the original dataframe
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df_with_stats <- left_join(df_cleaned, summary_stats, by = group_vars)
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return(list(summary_stats = summary_stats, df_with_stats = df_with_stats))
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