A utility for fast data sanitization and cleansing focusing on Pandas DataFrames.
Project description
i050-utility-package
Brief Description
The i050-utility-package is a dedicated data cleaning utility built for users working with the pandas library. Its primary goal is to streamline the data preparation phase of any project by automating common sanitization tasks.
What It Does (Core Functionality)
The core function, sanitize_dataframe, performs the following automated cleaning operations on a Pandas DataFrame:
- Standardizes Strings: Converts all string entries (object/text type columns) to lowercase and removes leading/trailing whitespace.
- Handles Missing Data: Automatically drops any rows containing
NoneorNaNvalues.
Installation
You can install the package directly from PyPI using pip.
pip install i050-utility-package
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file i050_utility_package-0.1.1.tar.gz.
File metadata
- Download URL: i050_utility_package-0.1.1.tar.gz
- Upload date:
- Size: 2.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.12.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f5dd6aed3dff6160b77d093caf382653aefe4388698267fd9b67ceae7e69eccd
|
|
| MD5 |
df1208eaecc68c4ca5ac7277810360af
|
|
| BLAKE2b-256 |
a2e2927b9729f6bf542adb59b3da55bc4d554b3e7c64358379624707c6b38213
|
File details
Details for the file i050_utility_package-0.1.1-py3-none-any.whl.
File metadata
- Download URL: i050_utility_package-0.1.1-py3-none-any.whl
- Upload date:
- Size: 2.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.12.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4775aa2a8602a3af73ce43902904fde084fad891d3cbf5d6297550629e444638
|
|
| MD5 |
b0b7df375ac4e8e1e72524537c06f098
|
|
| BLAKE2b-256 |
27c9b10c23f63b445a04a86dfcc5f409ad76b02c1b600d3a3f1ef78c71f2e083
|
