FINDING #3835 · UNIT ID 770001062
tkarim45/Beginner-Data-Science-Projects
This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, these projects provide a practical and interactive way to apply your knowledge.
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
5.29
ACCEL
-0.89
RETENTION
39.4%
PEAK 2026-08-22 · FORK-RETENTION 88.9% · 37 STARS / WINDOW
Author Audience
AUDIENCE
829
FOLLOWERS
506
OWNER ★
3,228
Engagement Signals
FORKS
582
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 37 / 37 (DIVERSITY 1.00)
Why This Is A Finding
tkarim45/Beginner-Data-Science-Projects собрал 37 звёзд за окно, тогда как у автора всего 506 подписчиков — эффективная аудитория ≈ 829. Это даёт surprise-индекс 0.00608 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 88.9% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 61% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 61%
VELOCITY5.293.71+1.57ABOVE 62%
RETENTION39.4%38.0%+1.4 PPABOVE 52%
FORKS58286+496ABOVE 89%
SURPRISE0.010.01-0.00ABOVE 37%