References:
ModHayes
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:reuters21578/ModHayes')
- Description:
The Reuters-21578 dataset is one of the most widely used data collections for text
categorization research. It is collected from the Reuters financial newswire service in 1987.
- License: No known license
- Version: 1.0.0
- Splits:
| Split | Examples |
|---|---|
'test' |
722 |
'train' |
20856 |
- Features:
{
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text_type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"topics": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lewis_split": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"cgis_split": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"old_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"new_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"places": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"people": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"orgs": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"exchanges": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"date": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"title": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
ModLewis
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:reuters21578/ModLewis')
- Description:
The Reuters-21578 dataset is one of the most widely used data collections for text
categorization research. It is collected from the Reuters financial newswire service in 1987.
- License: No known license
- Version: 1.0.0
- Splits:
| Split | Examples |
|---|---|
'test' |
6188 |
'train' |
13625 |
'unused' |
722 |
- Features:
{
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text_type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"topics": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lewis_split": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"cgis_split": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"old_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"new_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"places": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"people": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"orgs": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"exchanges": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"date": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"title": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}
ModApte
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:reuters21578/ModApte')
- Description:
The Reuters-21578 dataset is one of the most widely used data collections for text
categorization research. It is collected from the Reuters financial newswire service in 1987.
- License: No known license
- Version: 1.0.0
- Splits:
| Split | Examples |
|---|---|
'test' |
3299 |
'train' |
9603 |
'unused' |
722 |
- Features:
{
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text_type": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"topics": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"lewis_split": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"cgis_split": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"old_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"new_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"places": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"people": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"orgs": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"exchanges": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"date": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"title": {
"dtype": "string",
"id": null,
"_type": "Value"
}
}