NLP Package to perform preprocessing on text data in one line
Project description
NLPWash
To play with text data lots of cleaning is required which includes
- Normalization
- Removing hyperlinks
- Removing HTML tags
- Removing punctuation
- Tokenization
- Removing stopwords
- Stemming
- Lemmatization
Using NLPWash this all can be done in just 1 line of code
Installation
pip install NLPWash
Example codes are present in test directory
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
NLPWash-0.0.1.tar.gz
(3.5 kB
view details)
Built Distribution
File details
Details for the file NLPWash-0.0.1.tar.gz.
File metadata
- Download URL: NLPWash-0.0.1.tar.gz
- Upload date:
- Size: 3.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.8.0 pkginfo/1.9.6 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/1.0.0 urllib3/1.26.16 tqdm/4.64.1 importlib-metadata/4.8.3 keyring/23.4.1 rfc3986/1.5.0 colorama/0.4.5 CPython/3.6.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 3c26e0430d65173e92ab5dee43283950d929f8414dd753ea78e72109b6c0ff11 |
|
| MD5 | 140d2b215ed398d4b2b38455e2602971 |
|
| BLAKE2b-256 | c8d81fe8cf76519096cbca90d9a51216fddf48134ca3b81dfe7760cef2c09db6 |
File details
Details for the file NLPWash-0.0.1-py3-none-any.whl.
File metadata
- Download URL: NLPWash-0.0.1-py3-none-any.whl
- Upload date:
- Size: 4.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.8.0 pkginfo/1.9.6 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/1.0.0 urllib3/1.26.16 tqdm/4.64.1 importlib-metadata/4.8.3 keyring/23.4.1 rfc3986/1.5.0 colorama/0.4.5 CPython/3.6.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 2550da9fb7ccb5adbd1aea1136ae23608726bd9b6b77ba93e32a6d5d015f84bd |
|
| MD5 | e1d6804dcdaf1d8aaf78788fe628493d |
|
| BLAKE2b-256 | 45e9bf702af44e8f26c04352b916b4e597b96a291fb9a6d705210bae13d0bca9 |
