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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

7.0 KiB
Vendored

title, description, keywords
title description keywords
delta Documentation related to Delta, a function that adds percentage change to a selected dataset column. The page gives an overview of the function usage, parameters and examples
Delta function
Dataset
Column specific change
Data analysis
Forecasting
Command line parameters

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

Add %Change (Delta) to dataset based on specific column.

Usage

delta [-d {}] [-c TARGET_COLUMN]

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

Examples

(🦋) /forecast/ $ load aapl_20220628_113243.csv

(🦋) /forecast/ $ delta aapl_20220628_113243
Successfully added 'Delta_close' to 'aapl_20220628_113243' dataset

(🦋) /forecast/ $ delta aapl_20220628_113243 -c volume
Successfully added 'Delta_volume' to 'aapl_20220628_113243' dataset

(🦋) /forecast/ $ show aapl_20220628_113243
aapl_20220628_113243 dataset has shape (row, column): (759, 10)

                               Dataset aapl_20220628_113243 | Showing 10 of 759 rows
┏━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━┳━━━━━━━┳━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃   ┃ unnamed:_0 ┃ date       ┃ open  ┃ high  ┃ low   ┃ close ┃ adj_close ┃ volume    ┃ delta_close ┃ delta_volume ┃
┡━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━╇━━━━━━━╇━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 0 │ 0          │ 2019-06-10 │ 47.95 │ 48.84 │ 47.90 │ 48.15 │ 46.99     │ 104883600 │ 0.00        │ 0.00         │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 1 │ 1          │ 2019-06-11 │ 48.72 │ 49.00 │ 48.40 │ 48.70 │ 47.53     │ 107731600 │ 0.01        │ 0.03         │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 2 │ 2          │ 2019-06-12 │ 48.49 │ 48.99 │ 48.35 │ 48.55 │ 47.38     │ 73012800  │ -0.00       │ -0.32        │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 3 │ 3          │ 2019-06-13 │ 48.67 │ 49.20 │ 48.40 │ 48.54 │ 47.37     │ 86698400  │ -0.00       │ 0.19         │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 4 │ 4          │ 2019-06-14 │ 47.89 │ 48.40 │ 47.58 │ 48.19 │ 47.03     │ 75046000  │ -0.01       │ -0.13        │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 5 │ 5          │ 2019-06-17 │ 48.22 │ 48.74 │ 48.04 │ 48.47 │ 47.31     │ 58676400  │ 0.01        │ -0.22        │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 6 │ 6          │ 2019-06-18 │ 49.01 │ 50.07 │ 48.80 │ 49.61 │ 48.42     │ 106204000 │ 0.02        │ 0.81         │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 7 │ 7          │ 2019-06-19 │ 49.92 │ 49.97 │ 49.33 │ 49.47 │ 48.28     │ 84496800  │ -0.00       │ -0.20        │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 8 │ 8          │ 2019-06-20 │ 50.09 │ 50.15 │ 49.51 │ 49.87 │ 48.67     │ 86056000  │ 0.01        │ 0.02         │
├───┼────────────┼────────────┼───────┼───────┼───────┼───────┼───────────┼───────────┼─────────────┼──────────────┤
│ 9 │ 9          │ 2019-06-21 │ 49.70 │ 50.21 │ 49.54 │ 49.69 │ 48.50     │ 191202400 │ -0.00       │ 1.22         │
└───┴────────────┴────────────┴───────┴───────┴───────┴───────┴───────────┴───────────┴─────────────┴──────────────┘