pdpatch
pdpatch adds methods to pandas’ DataFrame and Series for a faster
data science pipeline. It also defines drop-in replacements for
seaborn and plotly.express that automatically label axes with nicer
titles.
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
from pdpatch.express import *
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 = dummydf()
df.renamec({'col_1': 'new_name'}).to_html()
| 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.to_html()
| col_1 | col_2 | |
|---|---|---|
| 0 | 100 | a |
| 1 | 101 | b |
| 2 | 102 | c |
| 3 | 103 | d |
| 4 | 104 | e |
1 maintainer
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