Datasets:
Tasks:
Text Classification
Languages:
English
autotrain-data-processor
commited on
Commit
•
383c072
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Parent(s):
d81a89b
Processed data from AutoTrain data processor ([2022-05-24 11:48 ]
Browse files- README.md +55 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +54 -0
- processed/train/state.json +17 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +54 -0
- processed/valid/state.json +17 -0
README.md
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---
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languages:
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- en
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task_categories:
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- text-classification
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---
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# AutoTrain Dataset for project: osdg-sdg-classifier
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## Dataset Descritpion
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This dataset has been automatically processed by AutoTrain for project osdg-sdg-classifier.
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### Languages
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The BCP-47 code for the dataset's language is en.
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## Dataset Structure
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### Data Instances
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A sample from this dataset looks as follows:
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```json
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[
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{
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"text": "teams of technical experts elaborate and validate these plans in collaboration with the local commun[...]",
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"target": 14
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},
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{
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"text": "yet commitments to promote the cohesion of families cannot be seen in isolation from two critical el[...]",
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"target": 10
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}
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]
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```
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### Dataset Fields
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The dataset has the following fields (also called "features"):
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```json
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{
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"text": "Value(dtype='string', id=None)",
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"target": "ClassLabel(num_classes=15, names=['1', '10', '11', '12', '13', '14', '15', '2', '3', '4', '5', '6', '7', '8', '9'], id=None)"
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}
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```
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### Dataset Splits
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This dataset is split into a train and validation split. The split sizes are as follow:
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| Split name | Num samples |
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| ------------ | ------------------- |
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| train | 14098 |
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| valid | 3533 |
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processed/dataset_dict.json
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{"splits": ["train", "valid"]}
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processed/train/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:4dd45c560135aff388c08839f6448bf7841afd45b95e28fea63e91c99bec5425
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size 8355224
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processed/train/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoTrain generated dataset",
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"download_checksums": null,
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"download_size": null,
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"features": {
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"text": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"target": {
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"num_classes": 15,
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"names": [
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"1",
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"10",
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"11",
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"12",
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"13",
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"14",
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"15",
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"2",
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"3",
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"4",
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"5",
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"6",
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"7",
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"8",
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"9"
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],
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"id": null,
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"_type": "ClassLabel"
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}
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},
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"homepage": "",
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"license": "",
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"post_processed": null,
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"post_processing_size": null,
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"size_in_bytes": null,
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 8351445,
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"num_examples": 14098,
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"dataset_name": null
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}
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},
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"supervised_keys": null,
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"task_templates": null,
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"version": null
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}
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processed/train/state.json
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{
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"_data_files": [
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{
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"filename": "dataset.arrow"
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}
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],
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"_fingerprint": "88e1673f1ec1a2fb",
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"_format_columns": [
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"target",
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"text"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_indexes": {},
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"_output_all_columns": false,
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"_split": null
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}
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processed/valid/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:86ea2b92b3c22676b2128bef99c5defa4c006706b6f9d0077d2a40293f80925c
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size 2089128
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processed/valid/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoTrain generated dataset",
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"download_checksums": null,
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"download_size": null,
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"features": {
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"text": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"target": {
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"num_classes": 15,
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"names": [
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"1",
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"10",
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"11",
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"12",
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"13",
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"14",
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"15",
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"2",
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"3",
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"4",
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"5",
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"6",
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"7",
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"8",
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"9"
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],
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"id": null,
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"_type": "ClassLabel"
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}
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},
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"homepage": "",
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"license": "",
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"post_processed": null,
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"post_processing_size": null,
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"size_in_bytes": null,
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"splits": {
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"valid": {
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"name": "valid",
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"num_bytes": 2087767,
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"num_examples": 3533,
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"dataset_name": null
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}
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},
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"supervised_keys": null,
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"task_templates": null,
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"version": null
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}
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processed/valid/state.json
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{
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"_data_files": [
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{
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"filename": "dataset.arrow"
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}
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],
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"_fingerprint": "a81192b0f92e3d34",
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"_format_columns": [
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"target",
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"text"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_indexes": {},
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"_output_all_columns": false,
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"_split": null
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}
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