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---------

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

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title, description, keywords

title

description

keywords

atr

This page details how to add Average True Range to a stock ticker dataset using the `atr` command. It's a fantastic resource for individuals interested in forecasting and stock market analysis.

Average True Range

dataset

stock ticker

close column

high column

low column

target dataset

target column

forecasting

stock market analysis

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

Add Average True Range to dataset of specific stock ticker.

Usage

atr [--close-col CLOSE_COL] [--high-col HIGH_COL] [--low-col LOW_COL] [-d {}] [-c TARGET_COLUMN]

Parameters

Name	Description	Default	Optional	Choices
close_col	Close column name to use for Average True Range.	close	True	None
high_col	High column name to use for Average True Range.	high	True	None
low_col	Low column name to use for Average True Range.	low	True	None
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

Examples

(🦋) /forecast/ $ load aapl_20220628_113243.csv

(🦋) /forecast/ $ atr aapl_20220628_113243
Successfully added 'Average True Range' to 'aapl_20220628_113243' dataset

(🦋) /forecast/ $ show aapl_20220628_113243
aapl_20220628_113243 dataset has shape (row, column): (759, 9)

                       Dataset aapl_20220628_113243 | Showing 10 of 759 rows
┏━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━┳━━━━━━━┳━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃   ┃ unnamed:_0 ┃ date       ┃ open  ┃ high  ┃ low   ┃ close ┃ adj_close ┃ volume    ┃ true_range ┃
┡━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━╇━━━━━━━╇━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ 0 │ 0          │ 2019-06-10 │ 47.95 │ 48.84 │ 47.90 │ 48.15 │ 46.99     │ 104883600 │ 0.94       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 1 │ 1          │ 2019-06-11 │ 48.72 │ 49.00 │ 48.40 │ 48.70 │ 47.53     │ 107731600 │ 0.85       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 2 │ 2          │ 2019-06-12 │ 48.49 │ 48.99 │ 48.35 │ 48.55 │ 47.38     │ 73012800  │ 0.65       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 3 │ 3          │ 2019-06-13 │ 48.67 │ 49.20 │ 48.40 │ 48.54 │ 47.37     │ 86698400  │ 0.80       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 4 │ 4          │ 2019-06-14 │ 47.89 │ 48.40 │ 47.58 │ 48.19 │ 47.03     │ 75046000  │ 0.96       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 5 │ 5          │ 2019-06-17 │ 48.22 │ 48.74 │ 48.04 │ 48.47 │ 47.31     │ 58676400  │ 0.70       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 6 │ 6          │ 2019-06-18 │ 49.01 │ 50.07 │ 48.80 │ 49.61 │ 48.42     │ 106204000 │ 1.60       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 7 │ 7          │ 2019-06-19 │ 49.92 │ 49.97 │ 49.33 │ 49.47 │ 48.28     │ 84496800  │ 0.64       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 8 │ 8          │ 2019-06-20 │ 50.09 │ 50.15 │ 49.51 │ 49.87 │ 48.67     │ 86056000  │ 0.69       │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼────────────┤
│ 9 │ 9          │ 2019-06-21 │ 49.70 │ 50.21 │ 49.54 │ 49.69 │ 48.50     │ 191202400 │ 0.68       │
└───┴────────────┴────────────┴───────┴───────┴───────┴───────┴───────────┴───────────┴────────────┘

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Usage

Parameters

Examples

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