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RMData labBackstage · automated import

AUTOMATED COVERAGE / INTERNAL INSPECTION

Moroccan rap,
measured.

A traceable candidate database assembled from public structured sources. Every score can be inspected; uncertain candidates stay visible.

LAST IMPORT2026-08-25 15:07 UTCSTRATEGYexpanded-multilingual-v2DURATION12m 51s
Total unique146366 raw candidates
High confidence10063 very high
Possible42Needs inspection
Uncertain4Kept for review
With photo4632% coverage
With songs / releases9464% coverage

SOURCE PERFORMANCE

Where the names came from

220 duplicate records merged
SourceStatusCandidatesAfter mergeUnique
Wikidataok12012014
MusicBrainzpartial989826
Wikipedia FRok51510
Commonsok0460
Wikipedia ENok41410
Wikipedia ARYok31310
Wikipedia ARok25250
Geniusskipped000
Spotifyskipped000
TheAudioDBskipped000
YouTubeskipped000

QUALITY CHECK

Coverage signals

Reusable photo32%
MusicBrainz ID67%
Songs / releases64%
Wikipedia page69%
QA recall 17/19API failures 1

CANDIDATE CATALOG

Inspect every artist

146 of 146 shown

IMPORT DIAGNOSTICS

What still needs attention

46 requiring review11 possible duplicate pairs16 underground candidates2 QA names missing
1 API failure(s) — importer continued

musicbrainz · lookup-artist: HTTP 503 Service Temporarily Unavailable

Expected QA artists not automatically found

Draganov · Inkonnu

RAP MA DATA LAB

Factual metadata only · no audio · no lyrics · Commons-first images with attribution preserved.

METHOD / SOURCE NOTES ↗