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Not investment advice.", "tickers": ["CRM", "NOW", "ADBE", "SNOW", "DDOG", "CRWD", "HUBS", "WDAY", "MDB", "ZS"], "companies": {"CRM": {"name": "Salesforce", "revenue_actual": [{"end": "2022-01-31", "value": 7326000000, "source": "Derived: FY total (SEC EDGAR XBRL RevenueFromContractWithCustomerExcludingAssessedTax (10-K filed 2022-03-11, accn 0001108524-22-000013)) minus Q1-Q3 10-Q values"}, {"end": "2022-04-30", "value": 7411000000, "source": "SEC EDGAR XBRL RevenueFromContractWithCustomerExcludingAssessedTax (10-Q filed 2022-06-01, accn 0001108524-22-000022)"}, {"end": "2022-07-31", "value": 7720000000, "source": "SEC EDGAR XBRL RevenueFromContractWithCustomerExcludingAssessedTax (10-Q filed 2022-08-25, accn 0001108524-22-000041)"}, {"end": "2022-10-31", "value": 7837000000, "source": "SEC EDGAR XBRL RevenueFromContractWithCustomerExcludingAssessedTax (10-Q filed 2022-12-01, accn 0001108524-22-000060)"}, {"end": "2023-01-31", "value": 8384000000, "source": "Derived: FY total (SEC 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"notional_usd": "2631.75", "market_open_at_submit": "True", "status": "filled", "order_id": "ded9955a-5aee-423d-9219-ab046fde5c09", "client_order_id": "wog-SNOW-2026-10-30", "score": "", "model_upside": "", "sentiment_centred": "", "note": "filled 8.384808997 shares at avg $313.87"}]}, "method": {"kappa": 0.02, "model_version": "v2-xsent", "x": {"weight": 0.1, "neg_weight": 1.0, "shrink": 1.0, "xbt": {"n": 80, "n_with_x": 74, "all": {"nosent": 1.0805837567705086, "news": 1.081561057446804, "news_x": 1.0821506133177248}, "early": {"n": 40, "nosent": 1.1064940854815777, "news": 1.1342398962694975, "news_x": 1.1326205432569325}, "late": {"n": 40, "nosent": 1.0546734280594394, "news": 1.0288822186241104, "news_x": 1.0316806833785173}, "train_pick": {"weight": 0.5, "neg_weight": 1.0, "shrink": 1.0, "late_news_x": 1.0482}, "posts": 3086, "hit_n": 74, "hit": 37}}, "blend_weights": {"guide_adj": 0.5, "comps": 0.25, "holt": 0.25}, "nrr": {"SNOW": [126, "10-Q filed 2026-09-04: \"net revenue retention rate of 126%\""], "DDOG": [120, "10-Q filed 2026-08-06: \"dollar-based net retention rate was about 120%\""], "MDB": [122, "10-Q filed 2026-09-01: \"net ARR expansion rate was 122%\""]}, "sources": {"prices": "Alpaca Market Data v2 daily bars (SIP, split/dividend adjusted)", "revenue": "SEC EDGAR companyfacts XBRL (us-gaap RevenueFromContractWithCustomer* / Revenues); Q4 derived as FY minus Q1-Q3", "guidance": "Earnings press releases (8-K Item 2.02, Ex.99.1) on SEC EDGAR; next-quarter revenue guidance midpoint", "consensus": "stockanalysis.com forecast page (quarterly revenue consensus); reference only, not back-testable", "news": "Alpaca News API (Benzinga etc.) + Google News RSS"}}}