https://github.com/sergiokapone/wordcloudgenerator
WordCloud Generator
https://github.com/sergiokapone/wordcloudgenerator
pyhon wordcloud
Last synced: about 2 months ago
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WordCloud Generator
- Host: GitHub
- URL: https://github.com/sergiokapone/wordcloudgenerator
- Owner: sergiokapone
- Created: 2023-11-21T16:37:13.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-11-21T18:53:54.000Z (over 1 year ago)
- Last Synced: 2025-01-30T15:24:55.865Z (4 months ago)
- Topics: pyhon, wordcloud
- Language: Python
- Homepage:
- Size: 28.3 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# WordCloud Generator
This script generates a word cloud from a given text file. The generated word cloud can be customized based on frequency distribution, and it supports multiple languages for morphological analysis.
## Features
- Tokenizes and preprocesses text data.
- Utilizes a morphological analyzer for lemmatization.
- Generates a word cloud from the lemmatized tokens.
- Supports different languages for analysis (default is English).
- Allows customization of output file path and display options.
## Usage
1. Install the required dependencies:
```bash
pip install -r requirements.txt
```
2. Run the script with the desired parameters:
bash
```
python generate_wordcloud.py input_file.txt --lang en --output output_wordcloud.png --show
```
- `input_file.txt`: Path to the text file for word cloud generation.
- `--lang`: Language for morphological analysis (default is 'en').
- `--output`: Output path for the generated word cloud image.
- `--show`: Display the generated word cloud on the screen instead of saving it to a file.
## Dependencies
- nltk
- requests
- wordcloud
- matplotlib
- pymorphy3
## License
This project is licensed under the MIT License - see the [LICENSE](https://chat.openai.com/c/LICENSE) file for details.
## Acknowledgments
Ukrainian stop words provided by [skupriienko](https://github.com/skupriienko/Ukrainian-Stopwords)
WordCloud library: https://github.com/amueller/word_cloud.
pymorphy3 library: https://github.com/kmike/pymorphy2.
Feel free to customize this template according to your specific project details. Let me know if you have any further requests or modifications.