PaulleDemon/PyUIBuilder — GitHub trend

FINDING #5206 · UNIT ID 837825864

PaulleDemon/PyUIBuilder

Python GUI builder. GUI builder for Tkinter, CustomTkinter, Kivy(upcoming) and PySide [Project is being updated in private repo]

[ JAVASCRIPT ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00411

ENGAGEMENT0.36

FRESHNESS1.19

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

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

4% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.77

ACCEL

+0.12

RETENTION

3.1%

PEAK 2026-08-18 · FORK-RETENTION 18.2% · 113 STARS / WINDOW

Author Audience

AUDIENCE

876

FOLLOWERS

400

OWNER ★

4,760

Engagement Signals

FORKS

219

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 113 / 113 (DIVERSITY 1.00)

Why This Is A Finding

PaulleDemon/PyUIBuilder собрал 113 звёзд за окно, тогда как у автора всего 400 подписчиков — эффективная аудитория ≈ 876. Это даёт surprise-индекс 0.00411 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 18.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 46% OF 9591 FINDINGS

#01zouyuxuan122/Deepseek-Harness-EAC[ JAVASCRIPT ]0.43 #03MeteorNOX/DeepSeek-Balance-Whale-Widget[ JAVASCRIPT ]0.41 #04ysr666/dsh-vision-router[ JAVASCRIPT ]0.41 #07yjh051108/dsh-routing-suite[ JAVASCRIPT ]0.38 #10myYangyunfan/dsh_desktop[ JAVASCRIPT ]0.37

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 46%

VELOCITY3.773.63+0.13ABOVE 51%

RETENTION3.1%24.8%-21.8 PPABOVE 8%

FORKS219120+99ABOVE 65%

SURPRISE0.000.01-0.00ABOVE 34%