diff --git a/.github/workflows/unit-test-mira.yml b/.github/workflows/unit-test-mira.yml
index 5158213..c9a489f 100644
--- a/.github/workflows/unit-test-mira.yml
+++ b/.github/workflows/unit-test-mira.yml
@@ -25,7 +25,7 @@ jobs:
     strategy:
       max-parallel: 4
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.10","3.11"]
 
     steps:
       - uses: actions/checkout@v3
diff --git a/core/templates/snippets/risk_matrix.html b/core/templates/snippets/risk_matrix.html
index 8000f01..48977a3 100644
--- a/core/templates/snippets/risk_matrix.html
+++ b/core/templates/snippets/risk_matrix.html
@@ -4,15 +4,15 @@
 {% if data %}
     <div class="flex flex-row justify-center">
         <div class="text-black font-bold text-center print-impact flex items-center">
-            <p class="-rotate-90">{% trans "Impact" %}</p>
+            <p class="-rotate-90">{% trans "Probability" %}</p>
         </div>
         <table class="w-full">
             {% for row in matrix.render_grid_as_colors reversed %}
                 {% with row_index=forloop.revcounter0 %}
                     <tr class="w-full">
                         <td class="w-1/6 text-right pr-2 border-4 border-white">
-                            {% with impact=matrix.parse_json.impact|index:row_index %}
-                            {{ impact.name }}
+                            {% with probability=matrix.parse_json.probability|index:row_index %}
+                            {{ probability.name }}
                             {% endwith %}
                         </td>
                         {% for item in row %}
@@ -34,22 +34,22 @@
         </table>
     </div>
     <div class="text-black font-bold text-center mx-auto mt-2">
-        <p>{% trans "Probability" %}</p>
+        <p>{% trans "Impact" %}</p>
     </div>
 {% else %}
     <div class="w-full">
         <div class="flex flex-row justify-center">
             <div class="text-black font-bold text-center print-impact flex items-center">
-                <p class="-rotate-90">{% trans "Impact" %}</p>
+                <p class="-rotate-90">{% trans "Probability" %}</p>
             </div>
             <table class="w-3/4 mt-10">
                 {% for row in matrix.render_grid_as_colors reversed %}
                     {% with row_index=forloop.revcounter0 %}
                         <tr>
                             <td class="w-1/6 text-center text-black bg-gray-200 border-4 border-white pr-2">
-                                {% with impact=matrix.parse_json.impact|index:row_index %}
-                                {{ impact.name }}:
-                                {{ impact.description|linebreaksbr }}
+                                {% with probability=matrix.parse_json.probability|index:row_index %}
+                                {{ probability.name }}:
+                                {{ probability.description|linebreaksbr }}
                                 {% endwith %}
                             </td>
                             {% if enriched_data %}
@@ -70,17 +70,17 @@
                 {% endfor %}
                 <tr>
                     <td></td>
-                    {% for probability in matrix.parse_json.probability %}
+                    {% for impact in matrix.parse_json.impact %}
                         <td class="w-1/6 h-16 text-center text-black bg-gray-200 border-4 border-white">
-                            {{ probability.name }}:
-                            {{ probability.description|linebreaksbr }}
+                            {{ impact.name }}:
+                            {{ impact.description|linebreaksbr }}
                         </td>
                     {% endfor %}
                 </tr>
             </table>
         </div>
         <div class="text-black font-bold text-center mx-auto mt-4">
-            {% trans "Probability" %}
+            {% trans "Impact" %}
         </div>
     </div>   
     <div class="w-full flex flex-col justify-start">
diff --git a/readme.md b/readme.md
index bcc2f7a..4899b4e 100644
--- a/readme.md
+++ b/readme.md
@@ -32,7 +32,7 @@ To install gettext and pango, do `sudo apt update && sudo apt install gettext li
 
 There are two methods to run MIRA locally: using Python or using Docker.
 
-By default, Django secret key is generated randomly at each start of Mira. This is convenient for quick test, but not recommended for production, as it can break the sessions (see this [topic](https://stackoverflow.com/questions/15170637/effects-of-changing-djangos-secret-key) for more information). To set a fixed secret key, use the environment variable DJANGO_SECRET_KEY.
+By default, Django secret key is generated randomly at each start of Mira. This is convenient for quick test, but not recommended for production, as it can break the sessions (see this [topic](https://stackoverflow.com/questions/15170637/effects-of-changing-djangos-secret-key) for more information). To set a fixed secret key, use the environment variable `DJANGO_SECRET_KEY`.
 
 0. Clone the repository
 
@@ -125,7 +125,7 @@ git clone git@github.com:intuitem/mira-community.git
 cd mira-community
 ```
 
-2. Create a file in the parent folder (e.g. ../myvars) and store your environment variables within it by copying and modifying the following code and replace `"<XXX>"` by your private values. Take car not to commit this file in your git repo.
+2. Create a file in the parent folder (e.g. `../myvars`) and store your environment variables within it by copying and modifying the following code and replace `"<XXX>"` by your private values. Take car not to commit this file in your git repo.
 
 **Recommended variables**
 
@@ -147,7 +147,7 @@ export EMAIL_HOST=localhost
 export EMAIL_PORT=1025
 
 ```
-> As said in the quickstart section, MIRA generates a random Django secret key if not specified. To avoid broken sessions, it is preferable to set a fixed random value using the DJANGO_SECRET_KEY environment variable.
+> As said in the quickstart section, MIRA generates a random Django secret key if not specified. To avoid broken sessions, it is preferable to set a fixed random value using the `DJANGO_SECRET_KEY` environment variable.
 
 **Optional variables**
 
@@ -216,7 +216,7 @@ python manage.py migrate
 
 7. Create a superuser, that will be MIRA administrator.
 
-> If you have set a mailer and MIRA_SUPERUSER_EMAIL variables, there's no need to create a Django superuser with createsuperuser, as it will be created automatically on first start. You should receive an email with a link to setup your password.
+> If you have set a mailer and `MIRA_SUPERUSER_EMAIL` variables, there's no need to create a Django superuser with `createsuperuser`, as it will be created automatically on first start. You should receive an email with a link to setup your password.
 
 ```sh
 python manage.py createsuperuser