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Update row 8695 in events
seq
Primary key.
INTEGER
id
evt_15603d01f1f5
TEXT NOT NULL
kind
signal_ingest
TEXT NOT NULL
ts
2026-04-09T22:23:41.921448+00:00
TEXT NOT NULL
actor
daemon:signal_enrichment
TEXT
subject_entity_ids
[]
TEXT
payload
{"created_at":"2026-04-09T18:05:02.959642+00:00","dedupe_key":"signal_enriched:discovery_options_flow_delta:c8a23ccd4cca270e","evidence_event_ids":["evt_c6415e453a59"],"signal_type":"discovery_options_flow_delta","source":"discovery_ingestor","value":{"aggregator_url":"https://www.nasdaq.com/articles/3-business-services-stocks-consider-amid-industry-woes","as_of":"2026-04-09T18:05:02.959642+00:00","canonical_url":"https://www.nasdaq.com/articles/3-business-services-stocks-consider-amid-industry-woes","enrichment":{"aggregator_url":"https://www.nasdaq.com/articles/3-business-services-stocks-consider-amid-industry-woes","article_chars":5000,"article_truncated":true,"blocked_reason":null,"candidate_id":"sc_b28fd9047bec9ef5","canonical_host":"nasdaq.com","canonical_is_aggregator":false,"canonical_url":"https://www.nasdaq.com/articles/3-business-services-stocks-consider-amid-industry-woes","content_type":"text/html; charset=utf-8","enriched_at":"2026-04-09T22:23:41.921396+00:00","extraction_method":"heuristic","fetched_description":"The Business - Services space is a major beneficiary of the broader economy and manufacturing and non-manufacturing (service) activities. While service activities are currently in good shape, their positive impacts on the industry","fetched_title":"3 Business Services Stocks to Consider Amid Industry Woes | Nasdaq","final_url":"https://www.nasdaq.com/articles/3-business-services-stocks-consider-amid-industry-woes","html_truncated":false,"paywall_likely":false,"publisher_domain":"nasdaq.com","publisher_resolution":"canonical_url","requested_url":"https://www.nasdaq.com/articles/3-business-services-stocks-consider-amid-industry-woes","source_event_id":"evt_c6415e453a59","source_quality":"high","status_code":200,"version":"signal_enrichment_v2"},"fp":"9b6c94f9fb5bc1bc","kind":"options_flow","published_at":"2026-04-09T16:14:00+00:00","publisher_domain":"nasdaq.com","signal_understanding":{"analysis_basis":"article","claim_confidence":0.55,"dates_mentioned":["June 05, 2024","02:38 pm EDT"],"entities":[{"asset_class":"equity","name":"TRI","relevance":"high","symbol":"TRI","type":"company"},{"asset_class":"equity","name":"ULS","relevance":"high","symbol":"ULS","type":"company"},{"asset_class":"equity","name":"ZIP","relevance":"high","symbol":"ZIP","type":"company"},{"asset_class":"other","name":"Zacks Equity Research","relevance":"medium","symbol":"","type":"publisher"},{"asset_class":"other","name":"Zacks","relevance":"medium","symbol":"","type":"publisher"}],"event_type":"other","information_gaps":["No options-flow data is present in the provided article text (no call/put direction, no expiry dates, no flow size, no open-interest comparison, and no indication of informed positioning).","The signal type is 'discovery_options_flow_delta', but the supplied content appears to be a stock/industry narrative rather than an options-flow report.","The provided text includes other tickers (e.g., AFRM, MITFY, SGRP) but does not provide options-flow metrics for TRI/ULS/ZIP or any other tickers."],"key_facts":["The article states that rising labor costs, persistent inflation, and cautious corporate spending are weighing on the Business-Services industry.","The article says digital transformation and automation demand are likely to aid the industry.","The article claims TRI, ULS, and ZIP appear well poised (as stated in the provided source summary).","The article includes industry-level performance/valuation context: Business-Services industry declined 7.9% vs S&P 500 +23.5% and broader sector +15.4% over the past 12 months.","The article states the Business-Services industry forward 12-month P/E is 18.32X vs S&P 500 20.9X and sector 25.53X.","The article states the Zacks Industry Rank for Business-Services is #171 (bottom 31% of 245+ industries)."],"numeric_claims":[{"label":"Industry 12-month performance vs S&P 500","value":"-7.9% vs +23.5% (S&P 500) and +15.4% (broader sector)"},{"label":"Forward 12-month P/E (Business-Services)","value":"18.32X"},{"label":"Forward 12-month P/E (S&P 500)","value":"20.9X"},{"label":"Forward 12-month P/E (sector)","value":"25.53X"},{"label":"Zacks Industry Rank","value":"#171 (bottom 31% of 245+ industries)"}],"primary_claim":"The article argues that Business-Services stocks are pressured by labor costs, inflation, and cautious corporate spending, but highlights TRI, ULS, and ZIP as well poised.","relevance_score":0.25,"sentiment":"mixed","source_quality":"high","summary":"The provided article discusses macro/industry headwinds for Business-Services and highlights three stocks it considers well positioned (TRI, ULS, ZIP). However, the text does not contain any options-flow details (calls/puts, expiry, or flow vs open interest).","topics":["business services industry","labor costs","inflation","corporate spending","digital transformation","automation","stock selection","Zacks Industry Rank"]},"source":"Nasdaq Investing","source_domain":"nasdaq.com","summary":"Rising labor costs, persistent inflation and cautious corporate spending are weighing on the business services industry. Digital transformation and automation demand are likely to aid. TRI, ULS and ZIP appear well poised.","tickers":[],"title":"3 Business Services Stocks to Consider Amid Industry Woes","url":"https://www.nasdaq.com/articles/3-business-services-stocks-consider-amid-industry-woes"}}
TEXT NOT NULL
source_ref
candidate:sc_b28fd9047bec9ef5
TEXT
confidence
REAL (default 0.0
dedupe_key
signal_enriched:discovery_options_flow_delta:c8a23ccd4cca270e
TEXT
episode_id
NULL
TEXT
created_at
2026-04-09T22:23:41.921503+00:00
TEXT NOT NULL (default strftime('%Y-%m-%dT%H:%M:%fZ','now')
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