Create README.md

README.md

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+---
+license:
+- cc-by-4.0
+language:
+- en
+---
+
+## Dataset Description 
+> This is a subset of the [conceptnet5 dataset](https://huggingface.co/datasets/conceptnet5).
+```
+ConceptNet is a multilingual knowledge base, representing words and
+phrases that people use and the common-sense relationships between
+them. The knowledge in ConceptNet is collected from a variety of
+resources, including crowd-sourced resources (such as Wiktionary and
+Open Mind Common Sense), games with a purpose (such as Verbosity and
+nadya.jp), and expert-created resources (such as WordNet and JMDict).
+
+You can browse what ConceptNet knows at http://conceptnet.io.
+```
+
+In this subset, I have extracted the relations `(37)` explicitly within the English language.
+You can check out the [sample dataset](sample_dataset.csv) to get an idea about these relations, as well as visit the official [conceptnet wiki](https://github.com/commonsense/conceptnet5/wiki) for a comprehensive understanding. 
+
+There are `3409965` relationships in this dataset. I have parsed the [original assertions dataset](https://s3.amazonaws.com/conceptnet/downloads/2019/edges/conceptnet-assertions-5.7.0.csv.gz)
+to nine columns.
+```
+- 'uri' : The complete conceptnet uri for the relationship.  e.g., /a/[/r/Antonym/,/c/en/able/,/c/en/cane/]
+- 'rel' : The type of binary relationship. e.g: r/Antonym
+- 'start' : the first argument URI in the binary relationship. e.g., /c/en/able
+- 'end' : the second argument URI in the binary relationship. e.g., /c/en/cane
+- 'meta' :  a string that includes json data that has the dataset name, license type (mostly cc-4.0), contributor, etc. e.g., : {"dataset": "/d/verbosity", "license": "cc:by/4.0", "sources": [{"contributor": "/s/resource/verbosity"}], "surfaceEnd": "cane", "surfaceStart": "able", "surfaceText": "[[able]] is the opposite of [[cane]]", "weight": 0.299}
+- 'dataset' : dataset info parsed from the `meta` column. e.g: /d/verbosity
+- 'source' : contains contributor information, curation process etc. parsed from the `meta` column. e.g: [{'contributor': '/s/resource/wiktionary/en', 'process': '/s/process/wikiparsec/2'}]
+- 'concept1' : first parsed concept. e.g: able
+- 'concept2' : second parsed concept e.g: cain
+```