autotrain-data-processor
commited on
Commit
·
efebe84
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Parent(s):
b4b5868
Processed data from AutoTrain data processor ([2022-06-07 04:07 ]
Browse files- README.md +55 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +41 -0
- processed/train/state.json +17 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +41 -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: 2ch-text-classification
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## Dataset Descritpion
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This dataset has been automatically processed by AutoTrain for project 2ch-text-classification.
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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": "\u0434\u0430 \u043d\u0435 \u0431\u0438\u0437\u043d\u0435\u0441 \u0442\u0430\u043c \u043f\u0440\u043e\u0434\u0430\u0435\u0442\u0441\u044f, \u0430 \u0440\u0435\u043c\u043e\u043d\u0442 \u0432 \u043f\u043e\u043c\u0435\u0449\u0435\u043d\u0438\u0438 \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435, \u043f\u043e \u0431\u043e\u043b\u044c\u0448\u0435\u0439 \u0447\u0430\u0441\u0442\u0438. \u0431\u0438\u0437\u043d\u0435\u0441\u0430 \u043a \u043f\u0440\u043e\u0434\u0430\u0436\u0435 -[...]",
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"target": 0
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},
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{
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"text": "\u041d\u0443 \u0443\u0431\u043e\u0440\u043a\u0430 \u0443\u043b\u0438\u0446 \u043e\u0442 \u0441\u043d\u0435\u0433\u0430 \u044d\u0442\u043e \u0443\u0436\u0435 \u043d\u0435\u043f\u043b\u043e\u0445\u043e . \u041d\u0435 \u0432\u043e \u0432\u0441\u0435\u0445 \u0433\u043e\u0440\u043e\u0434\u0430\u0445 \u0434\u0430\u0436\u0435 \u044d\u0442\u043e \u0445\u043e\u0440\u043e\u0448\u043e \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u043d\u043e. \u0418 \u043f\u0440\u0435\u0434\u0432\u044b\u0431[...]",
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"target": 0
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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=2, names=['0.0', '1.0'], 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 | 11528 |
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| valid | 2884 |
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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 sha256:33087a3542e9e5ca8c01b1d25c6acfb58a690de7dfbc09b788d8b4c568137890
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size 3771152
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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": 2,
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"names": [
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"0.0",
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"1.0"
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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": 3768102,
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"num_examples": 11528,
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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": "29bb0a7886410abf",
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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 sha256:3fd766f7a5040efbe39d3439956d89fc5b82659aa71fdade7c66a9ffcc4e9ae8
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size 975624
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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": 2,
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"names": [
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"0.0",
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"1.0"
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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": 974549,
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"num_examples": 2884,
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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": "7120ec2ccbd09f0c",
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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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