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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

9.3 KiB
Vendored

title, description, keywords
title description keywords
delete Learn how to delete a column from your dataset with straightforward commands, enhancing your data management and analysis in Python.
delete column
data management
dataset
data analysis
command usage
parameters

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

The column you want to delete from a dataset.

Usage

delete [--delete {}]

Parameters

Name Description Default Optional Choices
delete The columns you want to delete from a dataset. Use format: dataset.column or multiple with dataset.column,datasetb.column2 None True None

Examples

(🦋) /forecast/ $ load TSLA.csv

(🦋) /forecast/ $ roc TSLA
Successfully added 'ROC_10' to 'TSLA' dataset

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

                         Dataset TSLA | Showing 10 of 611 rows
┏━━━┳━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━┓
┃   ┃ date       ┃ open   ┃ high   ┃ low    ┃ close  ┃ adj_close ┃ volume    ┃ ROC_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  │ 20.51  │
└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┴────────┘

(🦋) /forecast/ $ delete TSLA.ROC_10

(🦋) /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  │
└───┴────────────┴────────┴────────┴────────┴────────┴───────────┴───────────┘