tkarim45/Beginner-Data-Science-Projects — GitHub trend

FINDING #1686 · 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.

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0173

ENGAGEMENT0.20

FRESHNESS1.36

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

15% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

14.13

ACCEL

+0.15

RETENTION

28.6%

PEAK 2026-07-02 · FORK-RETENTION 0.0% · 424 STARS / WINDOW

Author Audience

AUDIENCE

779

FOLLOWERS

480

OWNER ★

2,989

Engagement Signals

FORKS

553

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 424 / 424 (DIVERSITY 1.00)

Why This Is A Finding

tkarim45/Beginner-Data-Science-Projects собрал 424 звёзд за окно, тогда как у автора всего 480 подписчиков — эффективная аудитория ≈ 779. Это даёт surprise-индекс 0.0173 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 73% OF 6295 FINDINGS

#97adrida/tracer[ JUPYTER NOTEBOOK ]0.10 #1004lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0124 #1251physx-omni/PhysX-Omni[ JUPYTER NOTEBOOK ]0.0103 #1614CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00797 #1758Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00724

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 73%

VELOCITY14.134.23+9.90ABOVE 81%

RETENTION28.6%29.4%-0.9 PPABOVE 48%

FORKS55392+461ABOVE 87%

SURPRISE0.020.01+0.01ABOVE 61%