diff --git a/docs/sources/tutorials/create-alerts-with-logs/index.md b/docs/sources/tutorials/create-alerts-with-logs/index.md
index f7c8e6fd029..c2293fbba7f 100644
--- a/docs/sources/tutorials/create-alerts-with-logs/index.md
+++ b/docs/sources/tutorials/create-alerts-with-logs/index.md
@@ -199,9 +199,9 @@ This optional step uses a python script to generate the sample logs used in this
 1. Install Python3 on your local machine if needed.
 1. Copy the python script below and paste it into a new file on your local machine.
 
-   ```
-   #!/bin/env python3
-   ```
+```
+
+#!/bin/env python3
 
 import datetime
 import math
@@ -209,12 +209,14 @@ import random
 import sys
 import time
 
+
 requests_per_second = 2
 failure_rate = 0.05
 get_post_ratio = 0.9
 get_average_duration_ms = 500
 post_average_duration_ms = 2000
 
+
 while True:
 
     # Exponential distribution random value of average 1/lines_per_second.
@@ -244,7 +246,8 @@ In a terminal window on linux-based systems run the command:
 
 chmod 755 ./web-server-logs-simulator.py
 
-````
+
+```
 
 1. Run the script.
 
@@ -292,7 +295,7 @@ that generates the sample logs used in this tutorial to create alerts.
 
 **Bash**
 
-````
+```
 
 wget https://raw.githubusercontent.com/grafana/loki/v2.8.0/production/docker-compose.yaml -O docker-compose.yaml
 
@@ -347,31 +350,33 @@ import random
 import sys
 import time
 
+
+
 requests_per_second = 2
 failure_rate = 0.05
 get_post_ratio = 0.9
 get_average_duration_ms = 500
 post_average_duration_ms = 2000
 
+
 while True:
 
-# Exponential distribution random value of average 1/lines_per_second.
-
-d = random.expovariate(requests_per_second)
-time.sleep(d)
-if random.random() < failure_rate:
-status = "500"
-else:
-status = "200"
-if random.random() < get_post_ratio:
-method = "GET"
-duration_ms = math.floor(random.expovariate(1/get_average_duration_ms))
-else:
-method = "POST"
-duration_ms = math.floor(random.expovariate(1/post_average_duration_ms))
-timestamp = datetime.datetime.now(tz=datetime.timezone.utc).isoformat()
-print(f"{timestamp} level=info method={method} url=/ status={status} duration={duration_ms}ms")
-sys.stdout.flush()
+    # Exponential distribution random value of average 1/lines_per_second.
+    d = random.expovariate(requests_per_second)
+    time.sleep(d)
+    if random.random() < failure_rate:
+        status = "500"
+    else:
+        status = "200"
+    if random.random() < get_post_ratio:
+        method = "GET"
+        duration_ms = math.floor(random.expovariate(1/get_average_duration_ms))
+    else:
+        method = "POST"
+        duration_ms = math.floor(random.expovariate(1/post_average_duration_ms))
+    timestamp = datetime.datetime.now(tz=datetime.timezone.utc).isoformat()
+    print(f"{timestamp} level=info method={method} url=/ status={status} duration={duration_ms}ms")
+    sys.stdout.flush()
 
 ```
 
@@ -396,6 +401,7 @@ sudo touch /var/log/web_requests.log
 chmod 755 /var/log/web_requests.log
 python3 ./web-server-logs-simulator.py | tee -a /var/log/web_requests.log
 
+
 ```
 
 **Running on Windows**
@@ -425,4 +431,3 @@ If you don't see the logs in Explore, check these things:
 - If the file is empty, check that you followed the steps above to create the file and change the permissions.
 - If the file exists, verify that promtail is running and check that it is configured correctly.
 - In Grafana Explore, check that the time range is only for the last 5 minutes.
-```