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91 lines
6.4 KiB
Markdown
Vendored
91 lines
6.4 KiB
Markdown
Vendored
---
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title: desc
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description: Easily analyze data with the desc command in Python. Generate comprehensive
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descriptive statistics for each column in your dataset; such as count, mean, standard
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deviation, min, max, etc. Ideal for econometric analysis and other forms of statistical
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insights.
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keywords:
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- data analysis
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- descriptive statistics
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- dataset
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- econometrics
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- statistics for dataset
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- anes96 dataset
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---
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import HeadTitle from '@site/src/components/General/HeadTitle.tsx';
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<HeadTitle title="econometrics /desc - Reference | OpenBB Terminal Docs" />
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Show the descriptive statistics of the dataset
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### Usage
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```python
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desc -n {}
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```
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---
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## Parameters
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| Name | Description | Default | Optional | Choices |
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| ---- | ----------- | ------- | -------- | ------- |
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| name | The name of the dataset.column you want to show the descriptive statistics | None | False | None |
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---
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## Examples
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```python
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2022 Jun 01, 06:50 (🦋) /econometrics/ $ load anes96
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2022 Jun 01, 06:51 (🦋) /econometrics/ $ desc anes96
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Statistics for dataset: 'anes96'
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┏━━━━━━━┳━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━┓
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┃ ┃ popul ┃ tvnews ┃ selflr ┃ clinlr ┃ dolelr ┃ pid ┃ age ┃ educ ┃ income ┃ vote ┃ logpopul ┃
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┡━━━━━━━╇━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━┩
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│ count │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │ 944.00 │
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├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
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│ mean │ 306.38 │ 3.73 │ 4.33 │ 2.94 │ 5.39 │ 2.84 │ 47.04 │ 4.57 │ 16.33 │ 0.42 │ 2.47 │
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├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
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│ std │ 1082.61 │ 2.68 │ 1.44 │ 1.38 │ 1.27 │ 2.27 │ 16.42 │ 1.60 │ 5.97 │ 0.49 │ 3.19 │
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├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
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│ min │ 0.00 │ 0.00 │ 1.00 │ 1.00 │ 1.00 │ 0.00 │ 19.00 │ 1.00 │ 1.00 │ 0.00 │ -2.30 │
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├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
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│ 25% │ 1.00 │ 1.00 │ 3.00 │ 2.00 │ 5.00 │ 1.00 │ 34.00 │ 3.00 │ 14.00 │ 0.00 │ 0.10 │
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├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
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│ 50% │ 22.00 │ 3.00 │ 4.00 │ 3.00 │ 6.00 │ 2.00 │ 44.00 │ 4.00 │ 17.00 │ 0.00 │ 3.10 │
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├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
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│ 75% │ 110.00 │ 7.00 │ 6.00 │ 4.00 │ 6.00 │ 5.00 │ 58.00 │ 6.00 │ 21.00 │ 1.00 │ 4.70 │
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├───────┼─────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼────────┼──────────┤
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│ max │ 7300.00 │ 7.00 │ 7.00 │ 7.00 │ 7.00 │ 6.00 │ 91.00 │ 7.00 │ 24.00 │ 1.00 │ 8.90 │
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└───────┴─────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴────────┴──────────┘
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2022 Jun 01, 06:51 (🦋) /econometrics/ $ desc anes96.educ
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Statistics for dataset: 'anes96'
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┏━━━━━━━┳━━━━━━━━┓
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┃ ┃ educ ┃
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┡━━━━━━━╇━━━━━━━━┩
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│ count │ 944.00 │
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├───────┼────────┤
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│ mean │ 4.57 │
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├───────┼────────┤
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│ std │ 1.60 │
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├───────┼────────┤
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│ min │ 1.00 │
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├───────┼────────┤
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│ 25% │ 3.00 │
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├───────┼────────┤
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│ 50% │ 4.00 │
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├───────┼────────┤
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│ 75% │ 6.00 │
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├───────┼────────┤
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│ max │ 7.00 │
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└───────┴────────┘
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```
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---
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