Ask the data: ranked, evidence-based answers
A ranked answer instead of raw rows. This page takes the same fixed confluence rule used on /confluence.html and orders every ticker it touched in the current window by conviction, showing exactly which independent source types contributed and linking every claim back to its official filing.
How the conviction score works, in plain words: a ticker earns points for (1) how many independent source types fired on it within 10 days relative to the fixed confluence bar of 2 source types, (2) any additional signals beyond the first per type, and (3) how recent the latest signal is in the window. No score is invented: every input is a signal that already cleared the fixed alert threshold in config/alerts.json, the same threshold used for the daily Pro alert mail and the confluence page.
Canonical question
Q: Which tickers have the strongest confluence this week?
A: No signal above the fixed alert threshold fired for any ticker in the last 10 days. No active confluence cases in the current window. That is normal: real cases are rare by design, because the bar is two independent source types above threshold on one ticker.
Computed 2026-07-20. Ranking code: scripts/reasoning.py. Rule definitions: config/confluence.json (unchanged, same file the confluence page reads).
No signal above the fixed alert threshold fired for any ticker in the current window.
Track record so far: of 4 archived signal/horizon combinations that have already run their course, 1 showed a positive return and 1 beat the benchmark. See the full breakdown on the performance page.
Cite this
Free to use with attribution. Machine-readable JSON: https://datasignalslab.com/api/reasoning.json. Suggested credit:
DataSignals Lab. Ask the data: tickers ranked by cross-source confluence conviction. https://datasignalslab.com/reasoning.html
DataSignals Lab publishes data and research. Informational only, not investment advice, not an offer or solicitation. Every figure links back to the official filing so you can verify it yourself.