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Update README.md

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@@ -100,6 +100,101 @@ Each of the dataset article entries contain a subset of the following features:
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  Below are tables for each task, with the different categories separated into columns:
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  Below is the README table for each task, with separate rows for train and test values:
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  | Task | Train | Test |
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  |------|-------|------|
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  | **Price Direction Up** | 0: 4925<br>1: 3531 | 0: 1233<br>1: 881 |
@@ -110,47 +205,6 @@ Below is the README table for each task, with separate rows for train and test v
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  | **Future Information** | 0: 8195<br>1: 261 | 0: 2056<br>1: 58 |
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  | **Price Sentiment** | positive: 3531<br>negative: 3068<br>none: 1552<br>neutral: 305 | positive: 881<br>negative: 746<br>none: 416<br>neutral: 71 |
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- #### Price Direction Up
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- | | 0 | 1 |
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- |------|----|----|
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- | Train| 4925 | 3531 |
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- | Test | 1233 | 881 |
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-
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- #### Price Direction Constant
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- | | 0 | 1 |
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- |------|----|----|
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- | Train| 8092 | 364 |
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- | Test | 2034 | 80 |
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-
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- #### Price Direction Down
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- | | 0 | 1 |
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- |------|----|----|
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- | Train| 5311 | 3145 |
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- | Test | 1347 | 767 |
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-
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- #### Asset Comparison
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- | | 0 | 1 |
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- |------|----|----|
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- | Train| 6855 | 1601 |
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- | Test | 1714 | 400 |
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-
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- #### Past Information
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- | | 1 | 0 |
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- |------|----|----|
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- | Train| 8196 | 260 |
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- | Test | 2056 | 58 |
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-
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- #### Future Information
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- | | 0 | 1 |
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- |------|----|----|
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- | Train| 8195 | 261 |
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- | Test | 2056 | 58 |
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-
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- #### Price Sentiment
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- | | positive | negative | none | neutral |
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- |------|----------|----------|------|---------|
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- | Train| 3531 | 3068 | 1552 | 305 |
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- | Test | 881 | 746 | 416 | 71 |
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  ## Dataset Creation
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  Below are tables for each task, with the different categories separated into columns:
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  Below is the README table for each task, with separate rows for train and test values:
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+ $$
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+ \begin{array}{|l|l|l|l|}
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+ \hline
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+ \textbf{Task} & \textbf{Category} & \textbf{Train} & \textbf{Test} \\ \hline
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+ \textbf{Price Direction Up} & 0 & 4925 & 1233 \\
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+ & 1 & 3531 & 881 \\ \hline
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+ \textbf{Price Direction Constant} & 0 & 8092 & 2034 \\
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+ & 1 & 364 & 80 \\ \hline
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+ \textbf{Price Direction Down} & 0 & 5311 & 1347 \\
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+ & 1 & 3145 & 767 \\ \hline
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+ \textbf{Asset Comparison} & 0 & 6855 & 1714 \\
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+ & 1 & 1601 & 400 \\ \hline
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+ \textbf{Past Information} & 1 & 8196 & 2056 \\
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+ & 0 & 260 & 58 \\ \hline
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+ \textbf{Future Information} & 0 & 8195 & 2056 \\
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+ & 1 & 261 & 58 \\ \hline
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+ \textbf{Price Sentiment} & \text{positive} & 3531 & 881 \\
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+ & \text{negative} & 3068 & 746 \\
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+ & \text{none} & 1552 & 416 \\
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+ & \text{neutral} & 305 & 71 \\ \hline
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+ \end{array}
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+ $$
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+
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+ ### Price Direction Up
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+ ```latex
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+ $$
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+ \begin{array}{|l|l|l|}
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+ \hline
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+ \textbf{Category} & \textbf{Train} & \textbf{Test} \\ \hline
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+ 0 & 4925 & 1233 \\
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+ 1 & 3531 & 881 \\ \hline
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+ \end{array}
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+ $$
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+ ```
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+
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+ ### Price Direction Constant
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+ ```latex
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+ $$
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+ \begin{array}{|l|l|l|}
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+ \hline
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+ \textbf{Category} & \textbf{Train} & \textbf{Test} \\ \hline
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+ 0 & 8092 & 2034 \\
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+ 1 & 364 & 80 \\ \hline
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+ \end{array}
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+ $$
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+ ```
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+
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+ ### Price Direction Down
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+ ```latex
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+ $$
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+ \begin{array}{|l|l|l|}
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+ \hline
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+ \textbf{Category} & \textbf{Train} & \textbf{Test} \\ \hline
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+ 0 & 5311 & 1347 \\
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+ 1 & 3145 & 767 \\ \hline
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+ \end{array}
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+ $$
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+ ```
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+
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+ ### Asset Comparison
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+ ```latex
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+ $$
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+ \begin{array}{|l|l|l|}
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+ \hline
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+ \textbf{Category} & \textbf{Train} & \textbf{Test} \\ \hline
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+ 0 & 6855 & 1714 \\
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+ 1 & 1601 & 400 \\ \hline
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+ \end{array}
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+ $$
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+ ```
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+
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+ ### Past Information
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+ ```latex
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+ $$
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+ \begin{array}{|l|l|l|}
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+ \hline
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+ \textbf{Category} & \textbf{Train} & \textbf{Test} \\ \hline
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+ 1 & 8196 & 2056 \\
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+ 0 & 260 & 58 \\ \hline
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+ \end{array}
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+ $$
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+ ```
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+
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+ ### Future Information
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+ ```latex
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+ $$
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+ \begin{array}{|l|l|l|}
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+ \hline
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+ \textbf{Category} & \textbf{Train} & \textbf{Test} \\ \hline
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+ 0 & 8195 & 2056 \\
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+ 1 & 261 & 58 \\ \hline
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+ \end{array}
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+ $$
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+ ```
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+
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  | Task | Train | Test |
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  |------|-------|------|
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  | **Price Direction Up** | 0: 4925<br>1: 3531 | 0: 1233<br>1: 881 |
 
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  | **Future Information** | 0: 8195<br>1: 261 | 0: 2056<br>1: 58 |
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  | **Price Sentiment** | positive: 3531<br>negative: 3068<br>none: 1552<br>neutral: 305 | positive: 881<br>negative: 746<br>none: 416<br>neutral: 71 |
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  ## Dataset Creation
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