FINDING #4358 · 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)
5% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.60
ACCEL
+0.02
RETENTION
39.3%
PEAK 2026-07-31 · FORK-RETENTION 90.9% · 48 STARS / WINDOW
Author Audience
AUDIENCE
438
FOLLOWERS
332
OWNER ★
1,060
Engagement Signals
FORKS
170
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 48 / 48 (DIVERSITY 1.00)
Why This Is A Finding
mtahiraslan/data-analyst-roadmap собрал 48 звёзд за окно, тогда как у автора всего 332 подписчиков — эффективная аудитория ≈ 438. Это даёт surprise-индекс 0.00335 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 90.9% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 55% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 55%
VELOCITY1.603.63-2.03ABOVE 5%
RETENTION39.3%24.8%+14.5 PPABOVE 77%
FORKS170120+50ABOVE 59%
SURPRISE0.000.01-0.00ABOVE 30%