MaartenGr / MaartenGr/BERTopic

Documents and Topics are different lengths and cannot merge the topics

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Dominant language
Python
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Description

Hi there Maarten!

Thank you for all of the support you are offering the community!

I am running into the problem that my docs and topics have different lengths after I ran the model. I do not have the possibility to run the model again, but because of this issue, I cannot plot the topics over time or merge them.

Would it be possible to suggest how to proceed from here?

Screenshot 2023-11-10 at 14 35 04

Thank you in advance!

Contributor guide

Open the contributing guide

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 issue #1626 and the attached screenshot to understand how the reported document and topic lengths differ after model execution. Trace the existing topic-over-time plotting and topic-merging entry points, then reproduce the mismatch if possible. Done means the affected data can be used for both operations without rerunning the model.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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