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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
desc Easily analyze data with the desc command in Python. Generate comprehensive descriptive statistics for each column in your dataset; such as count, mean, standard deviation, min, max, etc. Ideal for econometric analysis and other forms of statistical insights.
data analysis
descriptive statistics
dataset
econometrics
statistics for dataset
anes96 dataset

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

Show the descriptive statistics of the dataset

Usage

desc -n {}

Parameters

Name Description Default Optional Choices
name The name of the dataset.column you want to show the descriptive statistics None False None

Examples

2022 Jun 01, 06:50 (🦋) /econometrics/ $ load anes96

2022 Jun 01, 06:51 (🦋) /econometrics/ $ desc anes96

                                       Statistics for dataset: 'anes96'
┏━━━━━━━┳━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━┓
┃       ┃ popul   ┃ tvnews ┃ selflr ┃ clinlr ┃ dolelr ┃ pid    ┃ age    ┃ educ   ┃ income ┃ vote   ┃ logpopul ┃
┡━━━━━━━╇━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━┩
│ count │ 944.00  │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00   │
├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
│ mean  │ 306.38  │ 3.73   │ 4.33   │ 2.94   │ 5.39   │ 2.84   │ 47.04  │ 4.57   │ 16.33  │ 0.42   │ 2.47     │
├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
│ std   │ 1082.61 │ 2.68   │ 1.44   │ 1.38   │ 1.27   │ 2.27   │ 16.42  │ 1.60   │ 5.97   │ 0.49   │ 3.19     │
├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
│ min   │ 0.00    │ 0.00   │ 1.00   │ 1.00   │ 1.00   │ 0.00   │ 19.00  │ 1.00   │ 1.00   │ 0.00   │ -2.30    │
├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
│ 25%   │ 1.00    │ 1.00   │ 3.00   │ 2.00   │ 5.00   │ 1.00   │ 34.00  │ 3.00   │ 14.00  │ 0.00   │ 0.10     │
├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
│ 50%   │ 22.00   │ 3.00   │ 4.00   │ 3.00   │ 6.00   │ 2.00   │ 44.00  │ 4.00   │ 17.00  │ 0.00   │ 3.10     │
├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
│ 75%   │ 110.00  │ 7.00   │ 6.00   │ 4.00   │ 6.00   │ 5.00   │ 58.00  │ 6.00   │ 21.00  │ 1.00   │ 4.70     │
├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
│ max   │ 7300.00 │ 7.00   │ 7.00   │ 7.00   │ 7.00   │ 6.00   │ 91.00  │ 7.00   │ 24.00  │ 1.00   │ 8.90     │
└───────┴─────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴──────────┘

2022 Jun 01, 06:51 (🦋) /econometrics/ $ desc anes96.educ

Statistics for dataset: 'anes96'
┏━━━━━━━┳━━━━━━━━┓
┃       ┃ educ   ┃
┡━━━━━━━╇━━━━━━━━┩
│ count │ 944.00 │
├───────┼────────┤
│ mean  │ 4.57   │
├───────┼────────┤
│ std   │ 1.60   │
├───────┼────────┤
│ min   │ 1.00   │
├───────┼────────┤
│ 25%   │ 3.00   │
├───────┼────────┤
│ 50%   │ 4.00   │
├───────┼────────┤
│ 75%   │ 6.00   │
├───────┼────────┤
│ max   │ 7.00   │
└───────┴────────┘