# Knowledge Graphs

1. [**Automatic creation of KG using spacy**](https://towardsdatascience.com/auto-generated-knowledge-graphs-92ca99a81121) **and networx**\
   **Knowledge graphs can be constructed automatically from text using part-of-speech and dependency parsing. The extraction of entity pairs from grammatical patterns is fast and scalable to large amounts of text using NLP library SpaCy.**
2. [**Medium on Reconciling your data and the world of knowledge graphs**](https://towardsdatascience.com/reconciling-your-data-and-the-world-with-knowledge-graphs-bce66b377b14)
3. **Medium Series:**
   1. [**Creating kg**](https://towardsdatascience.com/knowledge-graphs-at-a-glance-c9119130a9f0)
   2. [**Building from structured sources**](https://towardsdatascience.com/building-knowledge-graphs-from-structured-sources-346c56c9d40e)
   3. [**Semantic models**](https://towardsdatascience.com/semantic-models-for-constructing-knowledge-graphs-38c0a1df316a)