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Lots of valuable information is available on the web such as Twitter, legal documents, financial/sports news and scientific articles as unstructured data. Although a lot of Knowledge Graphs (KGs) including WikiData and DBPedia are made publicly available, it may be necessary to create our own KG for an analysis that we would like to perform. By converting text to KG, we can obtain new knowledge and new insights from text sources. In this blog, we will discuss what Natural Language Processing (NLP) methods and tools should be used to build KGs.