diff --git a/omics/week-5/workshop.qmd b/omics/week-5/workshop.qmd
index 164cf1d..be9ad31 100644
--- a/omics/week-5/workshop.qmd
+++ b/omics/week-5/workshop.qmd
@@ -95,16 +95,16 @@ We will carry out several steps
 
 We need to import both the normalised counts and the statistical results. We will need all of these for the visualisation and interpretation.
 
-🎬 Import files saved from last week from the `results` folder: s30_normalised_counts.csv and s30_results.csv. I used the names `s30_count_norm` and `s30_results` for the dataframes.
+🎬 Import files saved from last week from the `results` folder: S30_normalised_counts.csv and S30_results.csv. I used the names `s30_count_norm` and `s30_results` for the dataframes.
 
 ```{r}
 #| echo: false
 #---CODING ANSWER---
 # Import the normalised counts
-s30_count_norm <- read_csv("results/s30_normalised_counts.csv")
+s30_count_norm <- read_csv("results/S30_normalised_counts.csv")
 
 # DE results
-s30_results <- read_csv("omics/week-4/results/s30_results.csv")
+s30_results <- read_csv("results/S30_results.csv")
 
 ```
 
@@ -209,7 +209,7 @@ s30_results_sig0.01 <- s30_results |>
 ```{r}
 # write to csv file
 write_csv(s30_results_sig0.01, 
-          file = "omics/week-5/results/s30_results_sig0.01.csv")
+          file = "results/s30_results_sig0.01.csv")
 ```
 
 ```{r}
@@ -222,7 +222,7 @@ s30_results_sig0.05 <- s30_results |>
 ```{r}
 # write to csv file
 write_csv(s30_results_sig0.05, 
-          file = "omics/week-5/results/s30_results_sig0.05.csv")
+          file = "results/s30_results_sig0.05.csv")
 
 ```
 
@@ -438,8 +438,8 @@ We will carry out several steps
 #| echo: false
 #---CODING ANSWER---
 # import the normalised counts
-prog <- read_csv("omics/week-5/data-raw/surfaceome_prog.csv")
-hspc <- read_csv("omics/week-5/data-raw/surfaceome_hspc.csv")
+prog <- read_csv("data-raw/surfaceome_prog.csv")
+hspc <- read_csv("data-raw/surfaceome_hspc.csv")
 
 ```
 
@@ -456,7 +456,7 @@ prog_hspc <- bind_cols(prog, hspc[-1])
 
 ```{r}
 # import the DE results
-prog_hspc_results <- read_csv("omics/week-5/results/prog_hspc_results.csv")
+prog_hspc_results <- read_csv("results/prog_hspc_results.csv")
 ```
 
 
@@ -568,7 +568,7 @@ prog_hspc_results_sig0.01 <- prog_hspc_results |>
 write to csv file
 ```{r}
 write_csv(prog_hspc_results_sig0.01, 
-          file = "omics/week-5/results/prog_hspc_results_sig0.01.csv")
+          file = "results/prog_hspc_results_sig0.01.csv")
 ```
 
 
@@ -582,7 +582,7 @@ write to csv file
 
 ```{r}
 write_csv(prog_hspc_results_sig0.05, 
-          file = "omics/week-5/results/prog_hspc_results_sig0.05.csv")
+          file = "results/prog_hspc_results_sig0.05.csv")
 
 ```