README.md

---
license:
- cc-by-4.0
language:
- bn
tags:
- common_sense
source_datasets:
- parsed
pretty_name: Conceptnet5Bn
size_categories:
- 10K<n<100K
---

## Dataset Description 
> This is a subset of the [conceptnet5 dataset](https://huggingface.co/datasets/conceptnet5).
> I merely parsed and extracted out my required portion and uploaded here, since processing the huge complete dataset is complicated for many users.
> Please refer to the original authors' repo for a complete version. 
```
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 `(5)` explicitly related to the **Bengali/Bangla** language.
You can check out the [sample dataset](sample_dataset.csv) to get an idea about these relations. Also, visit the official [conceptnet wiki](https://github.com/commonsense/conceptnet5/wiki) for a comprehensive understanding. 

There are `12641` 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 10 columns.
```
- 'uri' : The complete conceptnet uri for the relationship.  e.g., /a/[/r/Synonym/,/c/bn/জর্জ_ওয়ালেস/,/c/en/george_wallace/]
- 'rel' : The type of binary relationship. e.g: /r/Synonym
- 'start' : the first argument URI in the binary relationship. e.g., //c/bn/জর্জ_ওয়ালেস
- 'end' : the second argument URI in the binary relationship. e.g., /c/en/george_wallace
- 'meta' :  a string that includes json data that has the dataset name, license type (mostly cc-4.0), contributor, etc. e.g., : {'dataset': '/d/dbpedia/en', 'license': 'cc:by-sa/4.0', 'sources': [{'contributor': '/s/resource/dbpedia/2015/en'}], 'weight': 0.5}
- 'dataset' : dataset info parsed from the `meta` column. e.g: /d/dbpedia/en
- 'source' : contains contributor information, curation process etc. parsed from the `meta` column. e.g: [{'contributor': '/s/resource/dbpedia/2015/en'}]
- 'concept1' : first parsed concept. e.g: জর্জ_ওয়ালেস
- 'concept2' : second parsed concept e.g: george_wallace
```

## Citation Information
Robyn Speer, Joshua Chin, and Catherine Havasi. 2017. "ConceptNet 5.5: An Open Multilingual Graph of General Knowledge." In proceedings of AAAI 31.