ForumMind’s project primarily encapsulates the analysis of any given text body (JSON, PDF and so on), performing the categorisation, summation and relation of such in terms of topic analysis and prevalence in easy to view graphical formats.
Through heavy utilisation of NLTK/NLP text mining, database and front end web development the team has been able to analyse, store and graphically display large amounts of text to provide accurate and easily interpreted overviews. This enables users to determine context and relevance quickly, saving time on researching necessary resources or determining the relevance of any given text and providing a new level of understanding.
- [Installation Instructions](Installation Instructions)
- [User Walkthrough](User Walkthrough)
- Demo Video
- [Final Deployment Set up Manual](Final Deployment Set up Manual)
- [Database Implementation](Database implementation)
| Tool | Description | Version |
|---|---|---|
| Project Management Tools | ||
| Bitbucket | Version Control System | N/A |
| Trello | Task allocation and | N/A |
| Google Drive | Documentation Storage | N/A |
| ------------------------------------ | -------------------------------------- | --------- |
| Django Web App Tools | ||
| Django | Web Framework | 2.1.1 |
| Bootstrap 4 | CSS Framework | 4.1 |
| D3.JS | Data visualization framework. | |
| Django-cripsy-forms | Bootstrap style css for Django Forms | 1.7.2 |
| Python 3 | 2018.5 | |
| ------------------------------------ | -------------------------------------- | --------- |
| Django Database Tools | ||
| Mlab | MongoDB cloud hosting service | N/A |
| Django-rest-framework- mongoengine | 3.3.1 | |
| Djongo | 1.2.30 | |
| ------------------------------------ | -------------------------------------- | --------- |
| LDA Tools | ||
| Nltk | 3.3 | |
| Genism | 3.6.0 | |
| Numpy | 1.15.2 | |
| Pandas | 0.23.4 | |
| Spacy | 2.0.12 | |
| Mallet | 2.0.8 | |
| Python 3 | 2018.5 |
Languages: • python
Frameworks: • Django • Bootstrap • D3.js
Libraries: • NLTK • pandas • scikit-learn • matplotlib • pyLDAvis • Gensim • spacy
Development Environments: • Jupyter • Atom • Visual Studio Code
Version Control: • Bitbucket • GitKraken • SourceTree
Databases: • MongoDB
- Sam Higgs
- Emma Muscat
- Shenin Faizah
- Thad Shattuck
- Roy Gu
- Tabish Bidiwale