A simple tool to measure data completeness
Project description
completely
High-quality data is extremely important nowadays. But before you start cleaning/processing it, you might want to check how complete the dataset really is:
from completely import measure
data = [{'name': 'Bob', 'age': 42}, {'name': 'Alice', 'age': None}, {'name': '', 'age': 100}]
print(measure(data))
# Output: 0.667
completely currently works with:
- Lists of strings / ints / floats
- Lists of dicts
- Nested lists of one of the above
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
completely-0.1.0.tar.gz
(2.1 kB
view details)
Built Distribution
File details
Details for the file completely-0.1.0.tar.gz.
File metadata
- Download URL: completely-0.1.0.tar.gz
- Upload date:
- Size: 2.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.2.1 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.9.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 0c65dd13530310c0c3ac53d59a85c61a662c2d09dabc39d78fff60ee58113c45 |
|
| MD5 | fae89549d59449adefc425ab07d3f9e7 |
|
| BLAKE2b-256 | eaf1b5ef00a0d9c1138a688537ae0647e4b0c0e884d8707edf02c4a7e67b177b |
File details
Details for the file completely-0.1.0-py3-none-any.whl.
File metadata
- Download URL: completely-0.1.0-py3-none-any.whl
- Upload date:
- Size: 2.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/49.2.1 requests-toolbelt/0.9.1 tqdm/4.52.0 CPython/3.9.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | faffcbd417ba78366e9cfc02859b019f8da9d5c337671c5495a68d5863d4fd38 |
|
| MD5 | ab30ef4a9a3225404a47d428c7f845de |
|
| BLAKE2b-256 | d89b8358fdee00df701fd98ba1532efbb66ac1e6adf14869a2c35ada519358c7 |
