Datasets:

Modalities:
Tabular
Text
Formats:
json
ArXiv:
Libraries:
Datasets
Dask
License:
DCAD-2000 / ace_Arab /fineweb-2_000001_stas.jsonl
Yingli Shen
Add files using upload-large-folder tool
733be71 verified
[
{
"avg": {
"num_words": 674.0277777777778,
"character_repetition_ratio": 0.05794444444444445,
"word_repetition_ratio": 0.021402777777777778,
"special_characters_ratio": 0.20813888888888887,
"stopwords_ratio": 0.014680555555555554,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.5323611111111111,
"perplexity_score": 18057.661111111112
}
},
{
"std": {
"num_words": 1109.8296912917945,
"character_repetition_ratio": 0.04259169483755962,
"word_repetition_ratio": 0.024765376661234923,
"special_characters_ratio": 0.02823281461327677,
"stopwords_ratio": 0.009544961423717066,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.14609341622890504,
"perplexity_score": 6934.042882153471
}
},
{
"median": {
"num_words": 451.5,
"character_repetition_ratio": 0.056999999999999995,
"word_repetition_ratio": 0.012,
"special_characters_ratio": 0.204,
"stopwords_ratio": 0.015,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.51,
"perplexity_score": 16117.3
}
},
{
"max": {
"num_words": 9251.0,
"character_repetition_ratio": 0.228,
"word_repetition_ratio": 0.089,
"special_characters_ratio": 0.333,
"stopwords_ratio": 0.056,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.858,
"perplexity_score": 44377.0
}
},
{
"min": {
"num_words": 174.0,
"character_repetition_ratio": 0.0,
"word_repetition_ratio": 0.0,
"special_characters_ratio": 0.153,
"stopwords_ratio": 0.0,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.299,
"perplexity_score": 9645.0
}
},
{
"90%": {
"num_words": 880.3,
"character_repetition_ratio": 0.103,
"word_repetition_ratio": 0.058699999999999995,
"special_characters_ratio": 0.236,
"stopwords_ratio": 0.0249,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.7295999999999999,
"perplexity_score": 27045.98
}
},
{
"75%": {
"num_words": 610.25,
"character_repetition_ratio": 0.083,
"word_repetition_ratio": 0.037,
"special_characters_ratio": 0.217,
"stopwords_ratio": 0.01925,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.6345000000000001,
"perplexity_score": 20411.449999999997
}
},
{
"50%": {
"num_words": 451.5,
"character_repetition_ratio": 0.056999999999999995,
"word_repetition_ratio": 0.012,
"special_characters_ratio": 0.204,
"stopwords_ratio": 0.015,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.51,
"perplexity_score": 16117.3
}
},
{
"25%": {
"num_words": 311.75,
"character_repetition_ratio": 0.0275,
"word_repetition_ratio": 0.0,
"special_characters_ratio": 0.194,
"stopwords_ratio": 0.008499999999999999,
"flagged_words_ratio": 0.0,
"lang_id_score": 0.42274999999999996,
"perplexity_score": 13784.449999999999
}
},
{
"total size": "72",
"keep size": "57",
"remove size": "15"
}
]