pdpatch 0.1.1

Methods for pandas DataFrame and Series.

pdpatch

Install

pip install pdpatch

How to use

from pdpatch.all import *

Interactive Method .less()

Automatically Rename snake_case columns in plotly.express

import pandas as pd
df = pd.DataFrame({'time__s__': range(10), 'position__m__': range(10)})
px.scatter(df, x='time__s__', y='position__m__').show('png')

Shorter methods

df.rename(columns={'col_1': 'new_name'})->df.renamec({'col_1': 'new_name'})

df.renamec({'col_1': 'new_name'})

<style scoped> .dataframe tbody tr th:only-of-type { vertical-align: middle; }

.dataframe tbody tr th {
    vertical-align: top;
}

.dataframe thead th {
    text-align: right;
}

</style>

	new_name	col_2
0	100	a
1	101	b
2	102	c
3	103	d
4	104	e

Functions as methods

df.len()

5

New methods

df.col_1.minmax

(100, 104)

Utility functions

df = dummydf()
df

<style scoped> .dataframe tbody tr th:only-of-type { vertical-align: middle; }

.dataframe tbody tr th {
    vertical-align: top;
}

.dataframe thead th {
    text-align: right;
}

</style>

	col_1	col_2
0	100	a
1	101	b
2	102	c
3	103	d
4	104	e