Fix broken URL with huggingface dataset URL

src/content/docs/tutorials/example-database.md

@@ -9,10 +9,10 @@ The dataset used in the tutorials is a social network dataset of users and posts
 
 ## Download the data
 
-You can download the zipped data by clicking on [this link](https://lbugdb.github.io/data/tutorial/tutorial_data.zip),
+You can download the zipped data by clicking on [this link](https://huggingface.co/datasets/ladybugdb/python-tutorial/resolve/main/tutorial_data.zip),
 or use curl as shown below. Once downloaded, unzip the files to your current working directory.
 ```bash
-curl -o tutorial_data.zip https://lbugdb.github.io/data/tutorial/tutorial_data.zip
+curl -o tutorial_data.zip https://huggingface.co/datasets/ladybugdb/python-tutorial/resolve/main/tutorial_data.zip
 unzip tutorial_data.zip
 ```
 

src/content/docs/tutorials/index.mdx

@@ -31,6 +31,12 @@ description="Tutorial for Ladybug's Python API"
 href="/tutorials/python"
 />
 
+<LinkCard
+title="Python tutorial notebook"
+description="Run the same social network tutorial as a Jupyter notebook"
+href="https://github.com/LadybugDB/ladybug-icebug-notebooks/blob/main/ladybug-python-social-network.ipynb"
+/>
+
 ### Colab notebooks
 
 We've compiled a series of Google Colab 

src/content/docs/tutorials/python/index.mdx

@@ -27,9 +27,9 @@ source .venv/bin/activate
 pip install ladybug
 ```
 
-Next, [download the zipped data](https://lbugdb.github.io/data/tutorial/tutorial_data.zip) and unzip the files.
+Next, [download the zipped data](https://huggingface.co/datasets/ladybugdb/python-tutorial/resolve/main/tutorial_data.zip) and unzip the files.
 ```bash
-curl -o tutorial_data.zip https://lbugdb.github.io/data/tutorial/tutorial_data.zip
+curl -o tutorial_data.zip https://huggingface.co/datasets/ladybugdb/python-tutorial/resolve/main/tutorial_data.zip
 unzip tutorial_data.zip
 rm tutorial_data.zip
 ```
@@ -217,10 +217,10 @@ LIMIT 5
 ```
 ```
 ['u2.username', 'follower_count']
-['darkdog878', 6]
-['epicking81', 3]
-['fastgirl798', 4]
+['mysticwolf198', 4]
 ['stormcat597', 2]
+['coolking201', 3]
+['brightninja683', 5]
 ['epiccat105', 4]
 ```
 
@@ -237,11 +237,11 @@ LIMIT 1
 ```
 ```
 ['u2.username', 'follower_count']
-['stormninja678', 6]
+['darkdog878', 6]
 ```
 
 This dataset has multiple users with the greatest follower count of `6`. So, we are
-excluding other users with the same follower count as `stormninja678` (or whoever appeared first).
+excluding other users with the same follower count as `darkdog878` (or whoever appeared first).
 If you want to retrieve all of them, the query becomes a bit longer:
 ```cypher
 MATCH (u1:User)-[f:FOLLOWS]->(u2:User)
@@ -252,6 +252,10 @@ WITH u2, COUNT(u1) as follower_count, max_count
 WHERE follower_count = max_count
 RETURN u2.username, follower_count
 ```
+```
+['stormninja678', 6]
+['darkdog878', 6]
+```
 
 ### Q2: What is the shortest path between two users?
 We might also be interested in finding the shortest path between two users. For example, how

src/content/docs/tutorials/rust/index.mdx

@@ -27,9 +27,9 @@ cd lbug_social_network
 cargo add lbug
 ```
 
-Next, [download the zipped data](https://lbugdb.github.io/data/tutorial/tutorial_data.zip) and unzip the files.
+Next, [download the zipped data](https://huggingface.co/datasets/ladybugdb/python-tutorial/resolve/main/tutorial_data.zip) and unzip the files.
 ```bash
-curl -o tutorial_data.zip https://lbugdb.github.io/data/tutorial/tutorial_data.zip
+curl -o tutorial_data.zip https://huggingface.co/datasets/ladybugdb/python-tutorial/resolve/main/tutorial_data.zip
 unzip tutorial_data.zip
 rm tutorial_data.zip
 ```
@@ -234,11 +234,11 @@ println!("{}", result2);
 Returns
 ```
 u2.username|follower_count
-coolwolf752|3
-stormfox762|5
+mysticwolf198|4
 stormcat597|2
+coolking201|3
 brightninja683|5
-stormqueen831|4
+epiccat105|4
 ```
 This is a lot more useful! We can now clearly see how many followers each user has.
 
@@ -256,11 +256,11 @@ println!("{}", result3);
 Returns:
 ```
 u2.username|follower_count
-stormninja678|6
+darkdog878|6
 ```
 
 This dataset has multiple users with the greatest follower count of `6`. So, we are
-excluding other users with the same follower count as `stormninja678` (or whoever appeared first).
+excluding other users with the same follower count as `darkdog878` (or whoever appeared first).
 If you want to retrieve all of them, the query becomes a bit longer:
 ```cypher
 MATCH (u1:User)-[f:FOLLOWS]->(u2:User)
@@ -271,6 +271,11 @@ WITH u2, COUNT(u1) as follower_count, max_count
 WHERE follower_count = max_count
 RETURN u2.username, follower_count
 ```
+```
+u2.username|follower_count
+stormninja678|6
+darkdog878|6
+```
 
 ### Q2: What is the shortest path between two users?
 We might also be interested in finding the shortest path between two users.
@@ -507,4 +512,4 @@ fn main() -> Result<(), Error> {
 ```
 </TabItem>
 
-</Tabs>
+</Tabs>