autotrain-data-processor
commited on
Commit
•
01540a6
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Parent(s):
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Processed data from AutoTrain data processor ([2022-03-28 22:27 ]
Browse files- README.md +53 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +57 -0
- processed/train/state.json +17 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +57 -0
- processed/valid/state.json +17 -0
README.md
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---
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task_categories:
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- text-classification
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---
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# AutoTrain Dataset for project: TweetClimateAnalysis
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## Dataset Descritpion
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This dataset has been automatically processed by AutoTrain for project TweetClimateAnalysis.
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### Languages
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The BCP-47 code for the dataset's language is unk.
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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": "What do you do if you are a global warming alarmist and real-world temperatures do not warm as much [...]",
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"target": 16
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},
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{
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"text": "(2.) A sun-blocking volcanic aerosols component to explain the sudden but temporary cooling of globa[...]",
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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=18, names=['0_0', '1_1', '1_2', '1_3', '1_4', '1_6', '1_7', '2_1', '2_3', '3_1', '3_2', '3_3', '4_1', '4_2', '4_4', '4_5', '5_1', '5_2'], 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 | 23436 |
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| valid | 2898 |
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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:e3b874743ff20a5a1f95ff5b8fa364c78ce363ba0757257069a731f390d184c3
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size 7407960
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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": 18,
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"names": [
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"0_0",
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"1_1",
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"1_2",
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"1_3",
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"1_4",
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"1_6",
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"1_7",
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"2_1",
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"2_3",
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"3_1",
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"3_2",
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"3_3",
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"4_1",
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"4_2",
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"4_4",
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"4_5",
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"5_1",
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"5_2"
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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": 7402152,
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"num_examples": 23436,
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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": "523cd7c272f061e0",
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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 sha256:7f0869b32f914c4108b9c2ac495a4049822a2e95408574fa0ed37118132e6d97
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size 1042544
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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": 18,
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"names": [
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"0_0",
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"1_1",
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"1_2",
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"1_3",
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"1_4",
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"1_6",
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"1_7",
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"2_1",
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"2_3",
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"3_1",
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"3_2",
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"3_3",
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"4_1",
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"4_2",
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"4_4",
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"4_5",
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"5_1",
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"5_2"
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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": 1041351,
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"num_examples": 2898,
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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": "ae2d75ecfc7f405d",
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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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