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Update README.md
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README.md
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@@ -79,12 +79,23 @@ The cleaning process was conducted using **[Datatrove](https://github.com/huggin
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Each data point contains the following fields:
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- `text`: the main body of the post or web page
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- `link`: the original URL of the source content
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- `token_count`: the number of tokens in the `text` field
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- `section`: the Nairaland section where the post was found
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- `int_score`: an integer representation of the 'educational quality' of the data based on [fineweb's webpage educational classifier](https://huggingface.co/HuggingFaceFW/fineweb-edu-classifier)
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- `language`: detected language of the text (e.g., `en`, `yo`, `ha`, `ig`)
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- `language_probability`: the confidence score of the language detection algorithm
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## Data Splits
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- **Training Split:** 270,137 examples (620MB in size)
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Each data point contains the following fields:
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- `text`: the main body of the post or web page
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- `link`: the original URL of the source content
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- `token_count`: the number of GPT2 tokens in the `text` field
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- `section`: the Nairaland section where the post was found
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- `int_score`: an integer representation of the 'educational quality' of the data based on [fineweb's webpage educational classifier](https://huggingface.co/HuggingFaceFW/fineweb-edu-classifier)
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- `language`: detected language of the text (e.g., `en`, `yo`, `ha`, `ig`)
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- `language_probability`: the confidence score of the language detection algorithm
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An example looks as follows:
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```
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{'text': 'Governor Samuel Ortom of Benue State\nBy Peter Duru\nGovernor Samuel Ortom of Benue state has commended President Muhammadu Buhari for his directive to security agents to shoot anyone illegally bearing AK47 rifle in the country.\nThe Governor who gave the commendation Thursday in Makurdi said the President’s order would reduce the level of criminality, banditry and militia herders’ attacks on Benue communities as well as in other parts of the country.\nAccording to him, “the order would also make the communities safer for displaced farmers to return to their ancestral homes.\n“I wish to commend Mr. President for his recent order against those bearing AK47 rifles. This I am sure will reduce the high rate of criminality, banditary and militia herdsmen attacks on our farming communities,” the Governor said.\nHe noted that President Buhari had done the right thing by listening to the calls he and other concerned Nigerians made on the need for the Federal Government to act faster and decisively to save the country from degenerating to a state of anarchy.\n“I don’t only criticise, I also commend where necessary. And I want to say shame on those sycophants who were bashing me for writing to Mr. President because he has finally heeded my advice,” he added.\nGovernor Ortom said Nigeria belonged to all its citizens and only justice and equity anchored on the rule of law could guarantee the unity and stability of the country.\nComments expressed here do not reflect the opinions of Vanguard newspapers or any employee thereof.',
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'link': 'https://www.vanguardngr.com/2021/03/ortom-commends-buhari-on-shoot-at-sight-order-on-ak47-bearing-criminals/amp/',
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'token_count': 332,
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'section': 'Politics',
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'int_score': 1,
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'language': 'en',
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'language_probability': 0.9999465942382812}
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```
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## Data Splits
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- **Training Split:** 270,137 examples (620MB in size)
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