CodeWithHarry/The-Ultimate-Python-Course — GitHub trend

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FINDING #5585 · UNIT ID 815688391

CodeWithHarry/The-Ultimate-Python-Course

Source code and all the details for the Ultimate Python Course on CodeWithHarry channel

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0000864

ENGAGEMENT0.20

FRESHNESS1.41

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

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

6% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.80

ACCEL

-0.03

RETENTION

52.7%

PEAK 2026-06-16 · FORK-RETENTION 0.0% · 114 STARS / WINDOW

Author Audience

AUDIENCE

43,943

FOLLOWERS

41,774

OWNER ★

21,685

Engagement Signals

FORKS

949

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 114 / 114 (DIVERSITY 1.00)

Why This Is A Finding

CodeWithHarry/The-Ultimate-Python-Course собрал 114 звёзд за окно, тогда как у автора всего 41,774 подписчиков — эффективная аудитория ≈ 43,943. Это даёт surprise-индекс 0.0000864 (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 11% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

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

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 11%

VELOCITY3.804.23-0.43ABOVE 46%

RETENTION52.7%29.4%+23.3 PPABOVE 88%

FORKS94992+857ABOVE 92%

SURPRISE0.000.01-0.01ABOVE 4%