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

FINDING #1309 · 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

SURPRISE0.0183

ENGAGEMENT0.20

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

15.00

ACCEL

0.00

RETENTION

0.0%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 15 STARS / WINDOW

Author Audience

AUDIENCE

779

FOLLOWERS

480

OWNER ★

2,989

Engagement Signals

FORKS

553

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 15 / 15 (DIVERSITY 1.00)

Why This Is A Finding

tkarim45/Beginner-Data-Science-Projects собрал 15 звёзд за окно, тогда как у автора всего 480 подписчиков — эффективная аудитория ≈ 779. Это даёт surprise-индекс 0.0183 (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 78% OF 6024 FINDINGS

#336lit26/finvizfinance[ JUPYTER NOTEBOOK ]0.0314 #633lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0142 #738Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.0116 #755Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.0112 #838larymak/Python-project-Scripts[ JUPYTER NOTEBOOK ]0.00962

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 78%

VELOCITY15.009.00+6.00ABOVE 69%

RETENTION0.0%0.0%0.0 PPABOVE 0%

FORKS553495+58ABOVE 52%

SURPRISE0.020.00+0.01ABOVE 72%