Data · dataset · 2026
Replication data for: From embedding geometry to topic quality: an analysis of dimensionality reduction in topic modeling pipelines
Listed in REDU - Unicamp Institutional Research Data Repository
This package contains the preprocessed datasets, along with the Jupyter notebooks used to run the experiments and analyze the results.
Description
The submission is organized into two files: File: SourceCode.zip – Jupyter notebooks (Python) for running the experiments and analyzing the results. File: Datasets.zip – CSV files for each dataset, already preprocessed as described in the paper, to support direct reuse and reproducibility.
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FGQGW62 ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/gqgw62 ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Computer and Information Science
- From keywords
- Mathematics & Statistics
- Inferred from text
- Data management and data science 73%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/GQGW62 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4605 | enrichment · redu unicamp br | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:mathematics-statistics | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |