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138 lines
14 KiB
Markdown
Vendored
138 lines
14 KiB
Markdown
Vendored
---
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title: rsi
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description: This page provides a thorough explanation of how to add an RSI (Relative
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Strength Index) to a specific dataset based on a chosen column. It provides useful
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examples of seamless operation using Python. RSI is typically used by forecasters
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and analysts to help identify market trends and overbought or oversold conditions.
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keywords:
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- Relative Strength Index
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- RSI
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- dataset
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- forecast
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- analysis
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- market trends
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- overbought conditions
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- oversold conditions
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---
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import HeadTitle from '@site/src/components/General/HeadTitle.tsx';
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<HeadTitle title="forecast /rsi - Reference | OpenBB Terminal Docs" />
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Add rsi to dataset based on specific column.
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### Usage
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```python
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rsi [-d {}] [-c TARGET_COLUMN] [--period PERIOD]
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```
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---
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## Parameters
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| Name | Description | Default | Optional | Choices |
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| ---- | ----------- | ------- | -------- | ------- |
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| target_dataset | The name of the dataset you want to select | None | True | None |
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| target_column | The name of the specific column you want to use | close | True | None |
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| period | The period to use | 10 | True | None |
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---
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## Examples
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```python
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(🦋) /forecast/ $ show TSLA
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TSLA dataset has shape (row, column): (611, 7)
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Dataset TSLA | Showing 10 of 611 rows
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┏━━━┳━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┓
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┃ ┃ date ┃ open ┃ high ┃ low ┃ close ┃ adj_close ┃ volume ┃
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┡━━━╇━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━┩
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│ 0 │ 2020-01-02 │ 84.90 │ 86.14 │ 84.34 │ 86.05 │ 86.05 │ 47660500 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 1 │ 2020-01-03 │ 88.10 │ 90.80 │ 87.38 │ 88.60 │ 88.60 │ 88892500 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 2 │ 2020-01-06 │ 88.09 │ 90.31 │ 88.00 │ 90.31 │ 90.31 │ 50665000 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 3 │ 2020-01-07 │ 92.28 │ 94.33 │ 90.67 │ 93.81 │ 93.81 │ 89410500 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 4 │ 2020-01-08 │ 94.74 │ 99.70 │ 93.65 │ 98.43 │ 98.43 │ 155721500 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 5 │ 2020-01-09 │ 99.42 │ 99.76 │ 94.57 │ 96.27 │ 96.27 │ 142202000 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 6 │ 2020-01-10 │ 96.36 │ 96.99 │ 94.74 │ 95.63 │ 95.63 │ 64797500 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 7 │ 2020-01-13 │ 98.70 │ 105.13 │ 98.40 │ 104.97 │ 104.97 │ 132588000 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 8 │ 2020-01-14 │ 108.85 │ 109.48 │ 104.98 │ 107.58 │ 107.58 │ 144981000 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
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│ 9 │ 2020-01-15 │ 105.95 │ 107.57 │ 103.36 │ 103.70 │ 103.70 │ 86844000 │
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└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┘
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(🦋) /forecast/ $ rsi TSLA
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Successfully added 'RSI_10' to 'TSLA' dataset
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(🦋) /forecast/ $ show TSLA
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TSLA dataset has shape (row, column): (611, 8)
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Dataset TSLA | Showing 10 of 611 rows
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┏━━━┳━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━┓
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┃ ┃ date ┃ open ┃ high ┃ low ┃ close ┃ adj_close ┃ volume ┃ RSI_10 ┃
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┡━━━╇━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━┩
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│ 0 │ 2020-01-02 │ 84.90 │ 86.14 │ 84.34 │ 86.05 │ 86.05 │ 47660500 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 1 │ 2020-01-03 │ 88.10 │ 90.80 │ 87.38 │ 88.60 │ 88.60 │ 88892500 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 2 │ 2020-01-06 │ 88.09 │ 90.31 │ 88.00 │ 90.31 │ 90.31 │ 50665000 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 3 │ 2020-01-07 │ 92.28 │ 94.33 │ 90.67 │ 93.81 │ 93.81 │ 89410500 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 4 │ 2020-01-08 │ 94.74 │ 99.70 │ 93.65 │ 98.43 │ 98.43 │ 155721500 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 5 │ 2020-01-09 │ 99.42 │ 99.76 │ 94.57 │ 96.27 │ 96.27 │ 142202000 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 6 │ 2020-01-10 │ 96.36 │ 96.99 │ 94.74 │ 95.63 │ 95.63 │ 64797500 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 7 │ 2020-01-13 │ 98.70 │ 105.13 │ 98.40 │ 104.97 │ 104.97 │ 132588000 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 8 │ 2020-01-14 │ 108.85 │ 109.48 │ 104.98 │ 107.58 │ 107.58 │ 144981000 │ nan │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 9 │ 2020-01-15 │ 105.95 │ 107.57 │ 103.36 │ 103.70 │ 103.70 │ 86844000 │ nan │
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└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┴────────┘
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(🦋) /forecast/ $ clean TSLA
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Namespace(drop='', fill='', help=False, limit=5, target_dataset='TSLA')
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Successfully cleaned 'TSLA' dataset
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(🦋) /forecast/ $ show TSLA
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TSLA dataset has shape (row, column): (601, 8)
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Dataset TSLA | Showing 10 of 601 rows
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┏━━━┳━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━┓
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┃ ┃ date ┃ open ┃ high ┃ low ┃ close ┃ adj_close ┃ volume ┃ RSI_10 ┃
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┡━━━╇━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━┩
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│ 0 │ 2020-01-16 │ 98.75 │ 102.89 │ 98.43 │ 102.70 │ 102.70 │ 108683500 │ 76.00 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 1 │ 2020-01-17 │ 101.52 │ 103.13 │ 100.63 │ 102.10 │ 102.10 │ 68145500 │ 74.45 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 2 │ 2020-01-21 │ 106.05 │ 109.72 │ 105.68 │ 109.44 │ 109.44 │ 89017500 │ 80.00 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 3 │ 2020-01-22 │ 114.38 │ 118.90 │ 111.82 │ 113.91 │ 113.91 │ 156845000 │ 82.56 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 4 │ 2020-01-23 │ 112.85 │ 116.40 │ 111.12 │ 114.44 │ 114.44 │ 98255000 │ 82.85 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 5 │ 2020-01-24 │ 114.13 │ 114.77 │ 110.85 │ 112.96 │ 112.96 │ 71768000 │ 78.80 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 6 │ 2020-01-27 │ 108.40 │ 112.89 │ 107.86 │ 111.60 │ 111.60 │ 68040500 │ 75.05 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 7 │ 2020-01-28 │ 113.70 │ 115.36 │ 111.62 │ 113.38 │ 113.38 │ 58942500 │ 76.66 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 8 │ 2020-01-29 │ 115.14 │ 117.96 │ 113.49 │ 116.20 │ 116.20 │ 89007500 │ 79.05 │
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├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
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│ 9 │ 2020-01-30 │ 126.48 │ 130.18 │ 123.60 │ 128.16 │ 128.16 │ 145028500 │ 85.87 │
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└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┴────────┘
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```
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---
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