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Shingou – I hash-commit every sentiment signal so my backtest can't lie

Novel idea but rough implementation and limited maturity

4.2Overall
Utility4
Onboarding5
Craft4
Niche fit5
Longevity3

Five dimensions scored independently; overall is a weighted average. Scores are only comparable within this same rubric.

Good for

Quant traders who need immutable sentiment signal backtesting

Not for

General finance analysts or users who don't require tamper‑proof data

Project description

shingou.io

Alternatives

QuantConnectBacktraderAlpha VantageGit‑backed data pipelines
Visit site1 · Stars at evalEvaluated 2026-08-11

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