https://github.com/khuyentran1401/rich-dataframe

Create animated and pretty Pandas Dataframe
https://github.com/khuyentran1401/rich-dataframe

command-line pandas pandas-dataframe python rich-text

Last synced: about 2 months ago
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Create animated and pretty Pandas Dataframe

• Host: GitHub
• URL: https://github.com/khuyentran1401/rich-dataframe
• Owner: khuyentran1401
• License: apache-2.0
• Created: 2021-02-15T12:17:08.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2023-08-18T15:38:42.000Z (about 1 year ago)
• Last Synced: 2024-07-06T03:12:37.089Z (3 months ago)
• Topics: command-line, pandas, pandas-dataframe, python, rich-text
• Language: Python
• Homepage: https://pypi.org/project/rich-dataframe/
• Size: 335 KB
• Stars: 117
• Watchers: 6
• Forks: 26
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# Rich DataFrame

Create animated and pretty Pandas Dataframe or Pandas Series, as shown below:

![image](https://github.com/khuyentran1401/rich-dataframe/blob/master/images/prettify_table.gif?raw=True)

# Installation

```bash

pip install rich-dataframe

```

# Usage

## Minimal example

```python

from sklearn.datasets import fetch_openml

from rich_dataframe import prettify

speed_dating = fetch_openml(name='SpeedDating', version=1)['frame']

table = prettify(speed_dating)

    

```

If you want to pass a non-dataframe object, `rich_dataframe` got it covered too!

```python 

from rich_dataframe import prettify

var = {'a': 1, 'b': 3}

prettify(var)

```

![image](https://github.com/khuyentran1401/rich-dataframe/blob/master/images/non_dataframe.png?raw=True)

## Parameters

* **df: pd.DataFrame**

The data you want to prettify

* **row_limit : int, optional**

    Number of rows to show, by default `20`

* **col_limit : int, optional**

    Number of columns to show, by default `10`

* **first_rows : bool, optional**

    Whether to show first n rows or last n rows, by default `True`. If this is set to `False`, show last n rows.

* **first_cols : bool, optional**

    Whether to show first n columns or last n columns, by default `True`. If this is set to `False`, show last n rows.

* **delay_time : int, optional**

    How fast is the animation, by default `5`. Increase this to have slower animation.

* **clear_console: bool, optional**

    Clear the console before printing the table, by default True. If this is set to false the previous console input/output is maintained