MaartenGr / MaartenGr/BERTopic

multiple layers of clustering labels for DataMapPlot

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bug
Dominant language
Python
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Description

### Have you searched existing issues? 🔎

- [X] I have searched and found no existing issues

### Desribe the bug

if we use BERTopic for multiple layers of labels.... does this make sense?
let's say if I use 3 different cluster models to label for 3 layers of the maps, does it making sense?
sense, we can only use one set of coordinates
anyone did this yet?

image

### Reproduction

```python
from bertopic import BERTopic

```

### BERTopic Version

NA

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the DataMapPlot behavior described in the issue and the BERTopic usage shown in the reproduction. Clarify whether multiple clustering models are expected to provide labels for separate layers while sharing one coordinate set. Done should include an explicit, agreed behavior and an implementation or documentation change that demonstrates it.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data-visualization, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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