FINDING #4167 · UNIT ID 528898425
nkaz001/hftbacktest
Free, open source, a high frequency trading and market making backtesting and trading bot, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books(Level-2 and Level-3), with real-world crypto trading examples for Binance and Bybit
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
6.10
ACCEL
-0.24
RETENTION
19.9%
PEAK 2026-10-03 · FORK-RETENTION 30.4% · 183 STARS / WINDOW
Author Audience
AUDIENCE
1,078
FOLLOWERS
518
OWNER ★
5,601
Engagement Signals
FORKS
938
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 183 / 183 (DIVERSITY 1.00)
Why This Is A Finding
nkaz001/hftbacktest собрал 183 звёзд за окно, тогда как у автора всего 518 подписчиков — эффективная аудитория ≈ 1,078. Это даёт surprise-индекс 0.00546 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 30.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 57% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 57%
VELOCITY6.103.80+2.30ABOVE 66%
RETENTION19.9%20.3%-0.4 PPABOVE 49%
FORKS938138+800ABOVE 88%
SURPRISE0.010.01-0.00ABOVE 43%