@@ -289,28 +289,28 @@ with arcadedb.open_database("./social_network_db") as db:
289289## Try It Yourself
290290
2912911 . ** Run the example:**
292- ``` bash
293- # Important: Navigate to examples directory first
294- cd bindings/python/examples
295- python 02_social_network_graph.py
296- ```
292+ ``` bash
293+ # Important: Navigate to examples directory first
294+ cd bindings/python/examples
295+ python 02_social_network_graph.py
296+ ```
297297
2982982. ** Explore the database:**
299- - Database files are created in ` ./my_test_databases/social_network_db/ `
300- - Inspect the console output to understand each operation
301- - Try modifying the sample data in the code
299+ - Database files are created in ` ./my_test_databases/social_network_db/`
300+ - Inspect the console output to understand each operation
301+ - Try modifying the sample data in the code
302302
3033033. ** Experiment with queries:**
304- - Modify the Cypher queries in ` demonstrate_cypher_queries() `
305- - Add new relationship types (WORKS_WITH, LIVES_NEAR)
306- - Try different traversal patterns and depths
307- - Add relationship scoring (strength, trust level)
304+ - Modify the Cypher queries in `demonstrate_cypher_queries ()`
305+ - Add new relationship types (WORKS_WITH, LIVES_NEAR)
306+ - Try different traversal patterns and depths
307+ - Add relationship scoring (strength, trust level)
308308
3093094. ** Scale it up:**
310- - Import larger datasets from CSV files
311- - Add more vertex types (Company, Location, Interest)
312- - Implement recommendation algorithms
313- - Add temporal aspects (friendship start/end dates)
310+ - Import larger datasets from CSV files
311+ - Add more vertex types (Company, Location, Interest)
312+ - Implement recommendation algorithms
313+ - Add temporal aspects (friendship start/end dates)
314314
315315# # Key Implementation Notes
316316
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