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Panorama
An award-winning XAI framework for real-time, multilingual social media analysis.
Light-weight
With less than 100MB of data, this powerhouse can run off a USB-stick, all written in concise and easy-to-grasp Python code
Complete NLP Features
It includes a dedicated annotation app, GDPR-compliant anonymization algorithms, anonymous user profiling, named entity recognition, and a stunning visualization toolkit (charts, graphs, trees, etc.).
24 EU Languages
It identifies harmful content in all EU languages (and Arabic, Turkish, Russian) with fine-grained labeling of violent, disinformative, discriminatory and/or dehumanizing content, carefully curated by 100+ local language experts.
Streamlined NLP
Panorama is an explainable NLP framework for multilingual social media analysis. It is made up of independent yet fully interoperable components: social media data analysis; database management; data charting and visualisation; explainable algorithms.
Out-of-the-box visualisations
The Panorama package contains a visualisation component to help the user make sense of their data. Thanks to their very simple designs, the visualisation functions work all the same, whether they are timelines, bar charts, pie charts or word clouds. If you want to dig deeper, the building blocks remain available for you to build your own visualisation functions quickly and easily. The visualisation part also contains tools to explain and give a textual summary of your data to rapidly gain insights from it.
Minimalistic yet powerful
In less than 10 lines of code, aggregate insights from your available data sources and generate visual as well as textual insights from the data. The code was written to be concise, explicit, easy-to-use and modular.
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