diff --git a/module3/exo1/influenza-like-illness-analysis.Rmd b/module3/exo1/influenza-like-illness-analysis.Rmd
index 0b894a6eaaaf3be7b46f40fb5dd0d04f41a4fcdc..a6787eac8a37fabb2ff66ad5d5cc64bffb3281c0 100644
--- a/module3/exo1/influenza-like-illness-analysis.Rmd
+++ b/module3/exo1/influenza-like-illness-analysis.Rmd
@@ -39,7 +39,7 @@ 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
+### Reading the data
 
 The first line of the CSV file is a comment, which we ignore with `skip=1`.
 ```{r}