Datasets:

Modalities:
Tabular
Text
Formats:
json
ArXiv:
Libraries:
Datasets
Dask
License:
DCAD-2000 / acm_Arab /fineweb-2_000001_stas.jsonl
Yingli Shen
Add files using upload-large-folder tool
4ef94fa verified
[
{
"avg": {
"num_words": 174.0502649110843,
"character_repetition_ratio": 0.0893669726695693,
"word_repetition_ratio": 0.02258316109741384,
"special_characters_ratio": 0.236546776477994,
"stopwords_ratio": 0.049225053769081484,
"flagged_words_ratio": 0.0007691234328279914,
"lang_id_score": 0.4806048261029218,
"perplexity_score": 500.0
}
},
{
"std": {
"num_words": 425.3353229362941,
"character_repetition_ratio": 0.062470661930669184,
"word_repetition_ratio": 0.08329047680212433,
"special_characters_ratio": 0.03941072476938968,
"stopwords_ratio": 0.031348843531847165,
"flagged_words_ratio": 0.007823739781117991,
"lang_id_score": 0.16843275234318275,
"perplexity_score": 0.0
}
},
{
"median": {
"num_words": 107.0,
"character_repetition_ratio": 0.082,
"word_repetition_ratio": 0.0,
"special_characters_ratio": 0.228,
"stopwords_ratio": 0.043,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.433,
"perplexity_score": 500.0
}
},
{
"max": {
"num_words": 35619.0,
"character_repetition_ratio": 0.531,
"word_repetition_ratio": 0.988,
"special_characters_ratio": 0.621,
"stopwords_ratio": 0.324,
"flagged_words_ratio": 0.263,
"lang_id_score": 1.0,
"perplexity_score": 500.0
}
},
{
"min": {
"num_words": 37.0,
"character_repetition_ratio": 0.0,
"word_repetition_ratio": 0.0,
"special_characters_ratio": 0.117,
"stopwords_ratio": 0.0,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.032,
"perplexity_score": 500.0
}
},
{
"90%": {
"num_words": 293.0,
"character_repetition_ratio": 0.175,
"word_repetition_ratio": 0.047,
"special_characters_ratio": 0.29,
"stopwords_ratio": 0.09,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.742,
"perplexity_score": 500.0
}
},
{
"75%": {
"num_words": 171.0,
"character_repetition_ratio": 0.125,
"word_repetition_ratio": 0.0,
"special_characters_ratio": 0.256,
"stopwords_ratio": 0.065,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.561,
"perplexity_score": 500.0
}
},
{
"50%": {
"num_words": 107.0,
"character_repetition_ratio": 0.082,
"word_repetition_ratio": 0.0,
"special_characters_ratio": 0.228,
"stopwords_ratio": 0.043,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.433,
"perplexity_score": 500.0
}
},
{
"25%": {
"num_words": 68.0,
"character_repetition_ratio": 0.042,
"word_repetition_ratio": 0.0,
"special_characters_ratio": 0.209,
"stopwords_ratio": 0.027,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.356,
"perplexity_score": 500.0
}
},
{
"total size": "95315",
"keep size": "86609",
"remove size": "8706"
}
]