MonoCorpus
MonoCorpus is an open-source tool for managing, cleaning, and processing text corpora. It allows for efficient storage, retrieval, and analysis of large text datasets.
text
corpus
nlp
open-source
MonoCorpus: Open-Source Tool for Text Corpus Managements
An open-source tool for managing, cleaning, and processing text corpora, allowing efficient storage, retrieval, and analysis of large text datasets.
What is MonoCorpus?
MonoCorpus is an open-source software application designed for managing, cleaning, processing, and analyzing large text corpora. It provides a unified interface and workflow for common natural language processing (NLP) tasks.
Some key features of MonoCorpus include:
- Flexible storage formats - Store texts in simple TSV/CSV formats or more complex SQL databases
- Preprocessing tools - Tokenize, clean, normalize, annotate texts
- Analysis capabilities - Build term lists, calculate statistics, train ML models
- Customizable interface - Adapt the interface to suit your needs
- Support for batch processing - Process thousands of texts easily
- Shared component library - Build on existing high-quality tools
By combining efficient storage and retrieval with text analytics capabilties, MonoCorpus aims to simplify working with large, unstructured textual data. It can handle collections from thousands to millions of documents.
The project is open-source and written in Python. It supports integration with popular NLP libraries like NLTK and spaCy. MonoCorpus continues to be under active development on GitHub.
MonoCorpus Features
Features
- Stores text corpora in a SQL database for efficient storage and retrieval
- Provides tools for cleaning, normalizing, and preprocessing text
- Supports linguistic annotation of texts
- Enables quantitative analysis of textual data
- Allows for comparison between corpora
- Integrates with NLP tools like spaCy
Pricing
- Open Source
Pros
Efficient handling of large datasets
Flexible and customizable workflow
Active development and support community
Open source and free to use
Cons
Steep learning curve
Requires technical expertise to setup and use
Limited to text data only
Not as full featured as some commercial tools
Official Links
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