# Punjabi Stopwords Library
The `punjabi_stopwords` library is a Python package providing a collection of stopwords in the Punjabi language. Stopwords are words which are filtered out before processing natural language data. They are typically words that are very common in the language and do not contribute much to the meaning of a sentence, especially when performing tasks like text analysis or natural language processing.
## Main Features
The punjabi_stopwords package offers several functionalities, including:
1. Identifying Punjabi stopwords in text.
2. Removing Punjabi stopwords from text.
3. Adding custom stopwords to the existing list.
### Install the Package
You can install punjabi_stopwords directly from PyPI
## Installation
Install `punjabi_stopwords` using pip:
```python
pip install punjabi_stopwords
```
# Usage
Here's how to use the punjabi_stopwords library in your Python projects:
## Check if a word is a stopword
```python
from punjabi_stopwords import is_stopword
word = 'ਇਸ'
print(is_stopword(word)) # Returns: True if the word is a stopword, False otherwise
```
Output
```
True
```
## Remove stopwords from text
```python
from punjabi_stopwords import remove_stopwords
sample_text = 'ਇਹ ਇੱਕ ਉਦਾਹਰਣ ਵਾਕ ਹੈ।'
filtered_text = remove_stopwords(sample_text)
print(filtered_text)
```
Output
```
ਉਦਾਹਰਣ ਵਾਕ
```
## Add additional stopwords
```python
from punjabi_stopwords import add_stopwords
additional_stopwords = ['ਨਵਾਂਸਟਾਪਵਰਡ1', 'ਨਵਾਂਸਟਾਪਵਰਡ2']
add_stopwords(additional_stopwords)
```
## Contributing
Contributions to punjabi_stopwords are welcome! If you have suggestions for additional stopwords, or improvements to the existing list, please feel free to contribute.
## License
This project is licensed under the MIT License - see the LICENSE file for details.
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"description": "# Punjabi Stopwords Library\n\nThe `punjabi_stopwords` library is a Python package providing a collection of stopwords in the Punjabi language. Stopwords are words which are filtered out before processing natural language data. They are typically words that are very common in the language and do not contribute much to the meaning of a sentence, especially when performing tasks like text analysis or natural language processing.\n\n## Main Features\n\nThe punjabi_stopwords package offers several functionalities, including:\n1. Identifying Punjabi stopwords in text.\n2. Removing Punjabi stopwords from text.\n3. Adding custom stopwords to the existing list.\n\n### Install the Package\n\nYou can install punjabi_stopwords directly from PyPI\n\n## Installation\n\nInstall `punjabi_stopwords` using pip:\n\n```python\npip install punjabi_stopwords\n```\n# Usage\nHere's how to use the punjabi_stopwords library in your Python projects:\n\n## Check if a word is a stopword\n\n```python\nfrom punjabi_stopwords import is_stopword\n\nword = '\u0a07\u0a38'\nprint(is_stopword(word)) # Returns: True if the word is a stopword, False otherwise\n\n```\nOutput\n```\nTrue\n```\n## Remove stopwords from text\n\n```python\nfrom punjabi_stopwords import remove_stopwords\n\nsample_text = '\u0a07\u0a39 \u0a07\u0a71\u0a15 \u0a09\u0a26\u0a3e\u0a39\u0a30\u0a23 \u0a35\u0a3e\u0a15 \u0a39\u0a48\u0964'\nfiltered_text = remove_stopwords(sample_text)\nprint(filtered_text)\n```\nOutput\n```\n\u0a09\u0a26\u0a3e\u0a39\u0a30\u0a23 \u0a35\u0a3e\u0a15\n```\n## Add additional stopwords\n\n```python\nfrom punjabi_stopwords import add_stopwords\n\nadditional_stopwords = ['\u0a28\u0a35\u0a3e\u0a02\u0a38\u0a1f\u0a3e\u0a2a\u0a35\u0a30\u0a211', '\u0a28\u0a35\u0a3e\u0a02\u0a38\u0a1f\u0a3e\u0a2a\u0a35\u0a30\u0a212']\nadd_stopwords(additional_stopwords)\n```\n\n## Contributing\nContributions to punjabi_stopwords are welcome! If you have suggestions for additional stopwords, or improvements to the existing list, please feel free to contribute.\n\n## License\nThis project is licensed under the MIT License - see the LICENSE file for details.\n\n\n",
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