dataproc5/metrics-danbooru2025-monthly-tag-counts

dataproc5/metrics-danbooru2025-tag-counts

import unibox as ub
from dataproc5.pipelines.danbooru.nodes import count_tags_by_month

df = ub.loads("hf://trojblue/danbooru2025-metadata").to_pandas()
tag_counts = count_tags_by_month(df)

Dataset Overview

tag_count provides aggregated tag usage statistics from the Danbooru2025 dataset. Each entry corresponds to a specific tag's usage count, grouped by month and tag type.

Columns

• tag_string: The text of the tag (e.g., "landscape").

• month: The month in YYYY-MM format when the tag was used.

• tag_count: The total occurrences of the tag in the given month.

• tag_type: The category of the tag:

  • "artist": Artist names.
  • "character": Character names.
  • "copyright": Copyrighted works or IPs.
  • "general": General descriptive tags.
  • "meta": Meta information tags.

Source Data

• Derived from Danbooru2025 image metadata.
• Tags are extracted from columns: tag_string_artist, tag_string_character, tag_string_copyright, tag_string_general, and tag_string_meta.