diff --git a/module3/exo1/influenza-like-illness-analysis.Rmd b/module3/exo1/influenza-like-illness-analysis.Rmd
index 2f19de5b6c021ada4515e87bfcae1afb56f78bad..af27f47276616bc4c00a3736d2d21ff0b66ccb66 100644
--- a/module3/exo1/influenza-like-illness-analysis.Rmd
+++ b/module3/exo1/influenza-like-illness-analysis.Rmd
@@ -25,6 +25,15 @@ The data on the incidence of influenza-like illness are available from the Web s
 ```{r}
 data_url = "http://www.sentiweb.fr/datasets/incidence-PAY-3.csv"
 ```
+### Download
+
+The first line of the CSV file is a comment, which we ignore with `skip=1`.
+```{r}
+data_file = "syndrome-grippal.csv"	
+if (!file.exists(data_file)) {	
+    download.file(data_url, data_file, method="auto")	
+}
+```
 
 This is the documentation of the data from [the download site](https://ns.sentiweb.fr/incidence/csv-schema-v1.json):
 
@@ -41,15 +50,6 @@ This is the documentation of the data from [the download site](https://ns.sentiw
 | `geo_insee`  | Identifier of the geographic area, from INSEE https://www.insee.fr                                                        |
 | `geo_name`   | Geographic label of the area, corresponding to INSEE code. This label is not an id and is only provided for human reading |
 
-### Download
-
-The first line of the CSV file is a comment, which we ignore with `skip=1`.
-```{r}
-data_file = "syndrome-grippal.csv"	
-if (!file.exists(data_file)) {	
-    download.file(data_url, data_file, method="auto")	
-}
-```
 
 ### Lecture
 ```{r}