๐งน Database Data Cleaner
Identify and fix data integrity issues in your database
๐ง Malformed JSON Repair
Find and fix Python-style lists that should be proper JSON
Converting to JSON...
โ ๏ธ This will convert Python-style lists to proper JSON format.
๐จ Artists Without Images
Find artists without images, search for related artworks, and update or remove them
Searching for related artworks for all artists...
โ ๏ธ This will search for artworks that reference these artists in their relatedKeywordIds.
Updating database...
โ ๏ธ This will add found images to artists' image lists and remove artists with no matches.
Removing artists...
โ ๏ธ This will permanently delete these artist entries from your database.
๐ Orphaned Image References
Find text entries that reference non-existent image IDs
Fixing entries...
โ ๏ธ This will permanently remove invalid image references from your database.
๏ฟฝ Artists โ Images Integrity Check
Check that all image IDs in artist's images list exist and are properly linked back to the artist
Fixing integrity issues...
โ ๏ธ This will fix missing references and remove invalid image IDs from artist lists.
๐ Related Keywords Integrity
Check and fix RelatedKeywordIds references and ensure RelatedKeywordStrings match
Fixing keyword references...
โ ๏ธ This will add missing IDs for valid keyword strings, add missing strings for valid IDs, and remove any truly invalid references.
๐ Duplicate Image Detection
Find images with nearly identical visual features using vector similarity
ID:
Title:
Artist:
Similarity:
๐ฏ Duplicate Artist Detection
Find artists with identical names and merge them intelligently
ID:
Name:
Images:
Referenced by: artworks
Related Keywords:
ID:
Name:
Images:
Referenced by: artworks
Related Keywords:
๐ More Cleaning Options
Additional data cleaning features coming soon...