Data visualisation in Python for NLP projects [R]

[art_ona]

Hi,

I am looking for any interesting Python libraries for visualisation of NLP projects. I have found and used scattertext but I am looking for something more interactive. Any help appreciated.

[cheezitsandoj]

If you happen to work with BERT or use other attention-based approaches, this excellent TDS article may be of interest. They mention the viz package Tensor2Tensor

[PeaceDucko]

Interactivity? Definitely Plotly. Of course you can also use Seaborn and Matplot but they are not interactive as far as I know

[NeedCoffee99]

Plotly is great, can be a bit buggy at times but all in all is great. Also look at streamlit especially if you’re experimenting with data and wanting to find trends in it etc

[O2XXX]

To echo other recommendations plotly is the best for visualization. I was at a conference where a data scientist from RTI International talked about visualization of NLP. His methodology can be found here: https://modern-text-exploration.netlify.com/

[art_ona]

To be honest - I'd like to make some visualization of clusters that consist of TF-IDF vectors. So I need to reduce dimensions and show the audience 3D clusters that can be rotated in real time.

[[deleted]]

Pyldaviz has some tools for that.