FINDING #4893 · UNIT ID 606301599
mtahiraslan/data-analyst-roadmap
Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.00
ACCEL
-0.25
RETENTION
41.7%
PEAK 2026-08-23 · FORK-RETENTION 0.0% · 14 STARS / WINDOW
Author Audience
AUDIENCE
439
FOLLOWERS
333
OWNER ★
1,064
Engagement Signals
FORKS
170
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 14 / 14 (DIVERSITY 1.00)
Why This Is A Finding
mtahiraslan/data-analyst-roadmap собрал 14 звёзд за окно, тогда как у автора всего 333 подписчиков — эффективная аудитория ≈ 439. Это даёт surprise-индекс 0.00417 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 50% OF 9771 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 50%
VELOCITY2.003.71-1.71ABOVE 22%
RETENTION41.7%39.3%+2.3 PPABOVE 53%
FORKS17091+79ABOVE 65%
SURPRISE0.000.01-0.01ABOVE 31%