OpenBB/rsi.md at cd08218c35aed534ad59309ff2ca99d08e94de6a

mirror of https://github.com/OpenBB-finance/OpenBB.git synced 2026-11-03 07:51:49 +00:00

Files

DidierRLopes 4ad995fdd0 Docs/terminalpro and improvement (#5622 )

* add first iteration of content for Terminal Pro

* Update index.md

* Update dashboards.md

* Update folders.md

* Update grouping.md

* Update report.md

* Update templates.md

* Update quick-start.md

* Update index.md

* Update index.md

* Update home.md

* Update news.md

* Update index.md

* Update index.md

* Update index.md

* Update data-provider.md

* Update chat-with-widget.md

* Update data-manipulation.md

* Update forecasting.md

* fix: images self closing tags

* fix: only pro visitors can see pro

* inter font

* improve SEO content and restructuring

* add new package for toggle on tutorials

* move folder around

* improve main page of each prod

* small updates and improvements

* fix logo above

* small improvement in headtitle for portfolio funcs

* fix typos from OpenAI's GPT-4

* fix _category_ json

* remove generic SEO words

* add script that generates SEO for documentation

* add missing file

* remove sdk warning message

* fix links for andrew

---------

Co-authored-by: jose-donato <zmcdonato@gmail.com>
Co-authored-by: jose-donato <43375532+jose-donato@users.noreply.github.com>
Co-authored-by: andrewkenreich <andrew.kenreich@gmail.com>

2023-10-30 21:01:29 +00:00

14 KiB

Vendored

Raw Blame History

title, description, keywords

title

description

keywords

rsi

This page provides a thorough explanation of how to add an RSI (Relative Strength Index) to a specific dataset based on a chosen column. It provides useful examples of seamless operation using Python. RSI is typically used by forecasters and analysts to help identify market trends and overbought or oversold conditions.

Relative Strength Index

RSI

dataset

forecast

analysis

market trends

overbought conditions

oversold conditions

import HeadTitle from '@site/src/components/General/HeadTitle.tsx';

Add rsi to dataset based on specific column.

Usage

rsi [-d {}] [-c TARGET_COLUMN] [--period PERIOD]

Parameters

Name	Description	Default	Optional	Choices
target_dataset	The name of the dataset you want to select	None	True	None
target_column	The name of the specific column you want to use	close	True	None
period	The period to use	10	True	None

Examples

(🦋) /forecast/ $ show TSLA
TSLA dataset has shape (row, column): (611, 7)

                    Dataset TSLA | Showing 10 of 611 rows
┏━━━┳━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┓
┃   ┃ date       ┃ open   ┃ high   ┃ low    ┃ close  ┃ adj_close ┃ volume    ┃
┡━━━╇━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━┩
│ 0 │ 2020-01-02 │ 84.90  │ 86.14  │ 84.34  │ 86.05  │ 86.05     │ 47660500  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 1 │ 2020-01-03 │ 88.10  │ 90.80  │ 87.38  │ 88.60  │ 88.60     │ 88892500  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 2 │ 2020-01-06 │ 88.09  │ 90.31  │ 88.00  │ 90.31  │ 90.31     │ 50665000  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 3 │ 2020-01-07 │ 92.28  │ 94.33  │ 90.67  │ 93.81  │ 93.81     │ 89410500  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 4 │ 2020-01-08 │ 94.74  │ 99.70  │ 93.65  │ 98.43  │ 98.43     │ 155721500 │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 5 │ 2020-01-09 │ 99.42  │ 99.76  │ 94.57  │ 96.27  │ 96.27     │ 142202000 │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 6 │ 2020-01-10 │ 96.36  │ 96.99  │ 94.74  │ 95.63  │ 95.63     │ 64797500  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 7 │ 2020-01-13 │ 98.70  │ 105.13 │ 98.40  │ 104.97 │ 104.97    │ 132588000 │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 8 │ 2020-01-14 │ 108.85 │ 109.48 │ 104.98 │ 107.58 │ 107.58    │ 144981000 │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┤
│ 9 │ 2020-01-15 │ 105.95 │ 107.57 │ 103.36 │ 103.70 │ 103.70    │ 86844000  │
└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┘

(🦋) /forecast/ $ rsi TSLA
Successfully added 'RSI_10' to 'TSLA' dataset

(🦋) /forecast/ $ show TSLA
TSLA dataset has shape (row, column): (611, 8)

                         Dataset TSLA | Showing 10 of 611 rows
┏━━━┳━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━┓
┃   ┃ date       ┃ open   ┃ high   ┃ low    ┃ close  ┃ adj_close ┃ volume    ┃ RSI_10 ┃
┡━━━╇━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━┩
│ 0 │ 2020-01-02 │ 84.90  │ 86.14  │ 84.34  │ 86.05  │ 86.05     │ 47660500  │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 1 │ 2020-01-03 │ 88.10  │ 90.80  │ 87.38  │ 88.60  │ 88.60     │ 88892500  │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 2 │ 2020-01-06 │ 88.09  │ 90.31  │ 88.00  │ 90.31  │ 90.31     │ 50665000  │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 3 │ 2020-01-07 │ 92.28  │ 94.33  │ 90.67  │ 93.81  │ 93.81     │ 89410500  │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 4 │ 2020-01-08 │ 94.74  │ 99.70  │ 93.65  │ 98.43  │ 98.43     │ 155721500 │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 5 │ 2020-01-09 │ 99.42  │ 99.76  │ 94.57  │ 96.27  │ 96.27     │ 142202000 │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 6 │ 2020-01-10 │ 96.36  │ 96.99  │ 94.74  │ 95.63  │ 95.63     │ 64797500  │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 7 │ 2020-01-13 │ 98.70  │ 105.13 │ 98.40  │ 104.97 │ 104.97    │ 132588000 │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 8 │ 2020-01-14 │ 108.85 │ 109.48 │ 104.98 │ 107.58 │ 107.58    │ 144981000 │ nan    │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 9 │ 2020-01-15 │ 105.95 │ 107.57 │ 103.36 │ 103.70 │ 103.70    │ 86844000  │ nan    │
└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┴────────┘

(🦋) /forecast/ $ clean TSLA
Namespace(drop='', fill='', help=False, limit=5, target_dataset='TSLA')
Successfully cleaned 'TSLA' dataset

(🦋) /forecast/ $ show TSLA
TSLA dataset has shape (row, column): (601, 8)

                         Dataset TSLA | Showing 10 of 601 rows
┏━━━┳━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━┓
┃   ┃ date       ┃ open   ┃ high   ┃ low    ┃ close  ┃ adj_close ┃ volume    ┃ RSI_10 ┃
┡━━━╇━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━┩
│ 0 │ 2020-01-16 │ 98.75  │ 102.89 │ 98.43  │ 102.70 │ 102.70    │ 108683500 │ 76.00  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 1 │ 2020-01-17 │ 101.52 │ 103.13 │ 100.63 │ 102.10 │ 102.10    │ 68145500  │ 74.45  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 2 │ 2020-01-21 │ 106.05 │ 109.72 │ 105.68 │ 109.44 │ 109.44    │ 89017500  │ 80.00  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 3 │ 2020-01-22 │ 114.38 │ 118.90 │ 111.82 │ 113.91 │ 113.91    │ 156845000 │ 82.56  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 4 │ 2020-01-23 │ 112.85 │ 116.40 │ 111.12 │ 114.44 │ 114.44    │ 98255000  │ 82.85  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 5 │ 2020-01-24 │ 114.13 │ 114.77 │ 110.85 │ 112.96 │ 112.96    │ 71768000  │ 78.80  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 6 │ 2020-01-27 │ 108.40 │ 112.89 │ 107.86 │ 111.60 │ 111.60    │ 68040500  │ 75.05  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 7 │ 2020-01-28 │ 113.70 │ 115.36 │ 111.62 │ 113.38 │ 113.38    │ 58942500  │ 76.66  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 8 │ 2020-01-29 │ 115.14 │ 117.96 │ 113.49 │ 116.20 │ 116.20    │ 89007500  │ 79.05  │
├───┼────────────┼────────┼────────┼────────┼────────┼───────────┼───────────┼────────┤
│ 9 │ 2020-01-30 │ 126.48 │ 130.18 │ 123.60 │ 128.16 │ 128.16    │ 145028500 │ 85.87  │
└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┴────────┘

14 KiB Vendored Raw Blame History

Usage

Parameters

Examples

14 KiB

Vendored

Raw Blame History