Rich DataFrame
Create animated and pretty Pandas Dataframe or Pandas Series, as shown below:
Installation
pip install rich-dataframe
Usage
Minimal example
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!
from rich_dataframe import prettify
var = {'a': 1, 'b': 3}
prettify(var)
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 toFalse, 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 toFalse, 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
614 Feb 17, 2021
1.2k Jan 1, 2023
34 Dec 13, 2022
366 Oct 27, 2022
2.7k Dec 30, 2022
2.8k Jan 3, 2023
462 Jan 2, 2023
342 Oct 26, 2022
1 Oct 7, 2021
5 Nov 22, 2022
27 Dec 5, 2022
1 Dec 24, 2021
195 Dec 22, 2022
1 Dec 30, 2021
3.1k Jan 1, 2023
697 Jan 6, 2023
822 Jan 7, 2023