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autotrain-data-bam-v2

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248906e
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1 Parent(s): 44bf6eb

Processed data from AutoTrain data processor ([2023-10-10 23:06 ]

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Files changed (7) hide show
  1. README.md +39 -21
  2. processed/train/data-00000-of-00001.arrow +2 -2
  3. processed/train/dataset_info.json +26 -2
  4. processed/train/state.json +7 -1
  5. processed/valid/data-00000-of-00001.arrow +2 -2
  6. processed/valid/dataset_info.json +26 -2
  7. processed/valid/state.json +7 -1
README.md CHANGED
@@ -21,28 +21,40 @@ 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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  ```
@@ -62,7 +74,13 @@ The dataset has the following fields (also called "features"):
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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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@@ -72,5 +90,5 @@ This dataset is split into a train and validation split. The split sizes are as
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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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  ```json
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  [
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  {
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+ "feat_unix": 1548158400,
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+ "feat_date": "2019-01-22 12:00:00",
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  "id": "BTC/USD",
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+ "feat_open": 3543.58,
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+ "feat_high": 3590.0,
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+ "feat_low": 3523.1,
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+ "target": 3557.860107421875,
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+ "feat_Volume BTC": 3593298.05,
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+ "feat_Volume USD": 1009.88,
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+ "feat_Volume U": null,
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+ "feat_Date": null,
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+ "feat_Open": null,
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+ "feat_High": null,
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+ "feat_Low": null,
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+ "feat_Adj Close": null,
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+ "feat_Volume": null
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  },
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  {
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+ "feat_unix": 1627473600,
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+ "feat_date": "2021-07-28 12:00:00",
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  "id": "BTC/USD",
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+ "feat_open": 40786.1,
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+ "feat_high": 40900.0,
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+ "feat_low": 39601.35,
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+ "target": 39708.12109375,
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+ "feat_Volume BTC": 265.2041301,
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+ "feat_Volume USD": 10530757.42,
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+ "feat_Volume U": null,
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+ "feat_Date": null,
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+ "feat_Open": null,
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+ "feat_High": null,
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+ "feat_Low": null,
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+ "feat_Adj Close": null,
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+ "feat_Volume": null
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  }
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  ]
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  ```
 
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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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+ "feat_Date": "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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+ "feat_Adj Close": "Value(dtype='float64', id=None)",
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+ "feat_Volume": "Value(dtype='int64', id=None)"
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  }
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  ```
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  | Split name | Num samples |
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  | ------------ | ------------------- |
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+ | train | 41362 |
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+ | valid | 10349 |
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processed/train/dataset_info.json CHANGED
@@ -41,6 +41,30 @@
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  "feat_Volume U": {
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@@ -48,8 +72,8 @@
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  "splits": {
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  "train": {
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- "num_bytes": 3620488,
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- "num_examples": 38600,
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  "feat_Volume U": {
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  "dtype": "float64",
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processed/train/state.json CHANGED
@@ -4,8 +4,14 @@
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  "filename": "data-00000-of-00001.arrow"
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- "_fingerprint": "e19dc520dea26676",
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processed/valid/dataset_info.json CHANGED
@@ -41,6 +41,30 @@
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