autotrain-data-processor
commited on
Commit
•
fcf7a97
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Parent(s):
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Processed data from AutoTrain data processor ([2023-10-10 22:30 ]
Browse files- README.md +76 -0
- processed/dataset_dict.json +1 -0
- processed/train/data-00000-of-00001.arrow +3 -0
- processed/train/dataset_info.json +56 -0
- processed/train/state.json +24 -0
- processed/valid/data-00000-of-00001.arrow +3 -0
- processed/valid/dataset_info.json +56 -0
- processed/valid/state.json +24 -0
README.md
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---
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{}
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---
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# AutoTrain Dataset for project: bam-v2
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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project bam-v2.
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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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"feat_unix": 1588744800,
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"feat_date": "2020-05-06 6:00:00",
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"id": "BTC/USD",
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"feat_open": 9013.24,
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"feat_high": 9058.04,
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"feat_low": 9006.73,
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"target": 9034.0,
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"feat_Volume BTC": 1309428.98,
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"feat_Volume USD": 144.95,
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"feat_Volume U": null
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},
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{
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"feat_unix": 1623502800,
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"feat_date": "2021-06-12 13:00:00",
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"id": "BTC/USD",
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"feat_open": 36069.87,
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"feat_high": 36103.17,
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"feat_low": 35853.97,
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"target": 36010.859375,
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"feat_Volume BTC": 83.12513066,
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"feat_Volume USD": 2993407.443,
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"feat_Volume U": null
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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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"feat_unix": "Value(dtype='int64', id=None)",
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"feat_date": "Value(dtype='string', id=None)",
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"id": "Value(dtype='string', id=None)",
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"feat_open": "Value(dtype='float64', id=None)",
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"feat_high": "Value(dtype='float64', id=None)",
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"feat_low": "Value(dtype='float64', id=None)",
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"target": "Value(dtype='float32', id=None)",
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"feat_Volume BTC": "Value(dtype='float64', id=None)",
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"feat_Volume USD": "Value(dtype='float64', id=None)",
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"feat_Volume U": "Value(dtype='float64', 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 | 38600 |
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| valid | 9660 |
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processed/dataset_dict.json
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{"splits": ["train", "valid"]}
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processed/train/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c4a4d41160342b09d9b0c771e2da9662559b1bfe698fba83c4b962bc209c1f6
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size 3646440
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processed/train/dataset_info.json
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{
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"citation": "",
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"description": "AutoTrain generated dataset",
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"features": {
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"feat_unix": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_date": {
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"dtype": "string",
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"_type": "Value"
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},
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"id": {
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"dtype": "string",
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"_type": "Value"
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},
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"feat_open": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_high": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_low": {
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"dtype": "float64",
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"_type": "Value"
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},
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"target": {
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"dtype": "float32",
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"_type": "Value"
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},
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"feat_Volume BTC": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_Volume USD": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_Volume U": {
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"dtype": "float64",
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"_type": "Value"
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}
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},
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"homepage": "",
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"license": "",
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 3620488,
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"num_examples": 38600,
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"dataset_name": null
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}
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}
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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": "data-00000-of-00001.arrow"
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}
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],
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"_fingerprint": "e19dc520dea26676",
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"_format_columns": [
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"feat_Volume BTC",
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"feat_Volume U",
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"feat_Volume USD",
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"feat_date",
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"feat_high",
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"feat_low",
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"feat_open",
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"feat_unix",
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"id",
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"target"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_output_all_columns": false,
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"_split": null
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}
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processed/valid/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:e190710e7df94a48dd85fc3126ff09476ac040532d5a0f0c5739c0edec4d831e
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size 913640
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processed/valid/dataset_info.json
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{
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"citation": "",
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"description": "AutoTrain generated dataset",
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"features": {
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"feat_unix": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_date": {
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"dtype": "string",
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"_type": "Value"
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},
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"id": {
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"dtype": "string",
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"_type": "Value"
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},
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"feat_open": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_high": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_low": {
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"dtype": "float64",
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"_type": "Value"
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},
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"target": {
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"dtype": "float32",
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"_type": "Value"
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},
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"feat_Volume BTC": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_Volume USD": {
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"dtype": "float64",
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"_type": "Value"
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},
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"feat_Volume U": {
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"dtype": "float64",
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"_type": "Value"
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}
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},
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"homepage": "",
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"license": "",
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"splits": {
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"valid": {
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"name": "valid",
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"num_bytes": 906078,
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"num_examples": 9660,
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"dataset_name": null
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}
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}
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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": "data-00000-of-00001.arrow"
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}
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],
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"_fingerprint": "469273c29ad6130b",
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"_format_columns": [
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"feat_Volume BTC",
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"feat_Volume U",
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"feat_Volume USD",
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"feat_date",
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"feat_high",
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"feat_low",
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"feat_open",
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"feat_unix",
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"id",
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"target"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_output_all_columns": false,
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"_split": null
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}
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