{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/001d204f-a117-49e5-8c96-4e00921931e5","json_url":"https://onlylabs.fyi/signals/001d204f-a117-49e5-8c96-4e00921931e5/signal.json","generated_at":"2026-06-11T04:07:55.619007+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/001d204f-a117-49e5-8c96-4e00921931e5","signal_json":"https://onlylabs.fyi/signals/001d204f-a117-49e5-8c96-4e00921931e5/signal.json","source":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Snowflake (Arctic) published Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent · language Python · Routine new repo, very few stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","source_host":"github.com","occurred_at":"2025-11-12T20:14:43+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Notability","value":"Routine new repo, very few stars.","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/001d204f-a117-49e5-8c96-4e00921931e5/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/snowflake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/snowflake/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Snowflake (Arctic)'s repo signal \"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","text":"Snowflake (Arctic) published repo Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent is classified as repo signal."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent belongs to repos desk."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has context","object":"Python","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has context Python."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has captured page count 1."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has readable page count 1."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has related signal count 6."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has source host github.com."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has signal desk","object":"repos","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has signal desk repos."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has source host github.com."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has repository","object":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has repository Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has language","object":"Python","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has language Python."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has stars","object":"1","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has stars 1."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has notability","object":"Routine new repo, very few stars.","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has notability Routine new repo, very few stars.."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has watch term","object":"Data pipeline","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has watch term Data pipeline."}]},"intelligence":{"signal_desk":"repos","answer":"Snowflake (Arctic) published Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent · language Python · Routine new repo, very few stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","text":"Snowflake (Arctic) published repo Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent is classified as repo signal."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent belongs to repos desk."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has context","object":"Python","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has context Python."},{"subject":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent has evidence coverage 1 captured evidence page."}]},"signal":{"id":"001d204f-a117-49e5-8c96-4e00921931e5","url":"https://onlylabs.fyi/signals/001d204f-a117-49e5-8c96-4e00921931e5","json_url":"https://onlylabs.fyi/signals/001d204f-a117-49e5-8c96-4e00921931e5/signal.json","source_url":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","title":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","summary":"Snowflake (Arctic) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2025-11-12T20:14:43+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent"]},"facets":{"repo":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","language":"Python"},"traction":{"github_stars":1,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","final_url":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","title":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:55.619007+00:00","bytes":14913,"raw_path":"716792e9966a9f98724becf776da269fc877743412dabeda7d2e9547cbd4f40d.json","content_hash":"fd9992929317f6851045ffd11188f328fff6be8ee19a28391026e49f3df90ed6","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent Language: Python License: Apache-2.0 Stars: 1 Forks: 4 Open issues: 0 Created: 2025-11-12T20:14:43Z Pushed: 2025-12-09T03:01:37Z Default branch: main Fork: no Archived: no README: Customer Journey Analytics with Sequent™ Overview Sequent™ native application allows users to easily and visually perform and deep dive into Path Analysis, Attribution Analysis, Association Analysis, Pattern Mining, Behavioral Segmentation and Predictive Modeling by simply specifying a few parameters in drop-down menus. Leveraging advanced techniques, Sequent™ intuitively and visually helps identify touchpoints influencing customer (or machine) behaviours, targets them to create segments, performs cross-population behavioural comparisons, computes rule-based and ML-driven attribution models to understand the contribution of each event preceding a specific outcome, conducts association analysis to uncover hidden patterns and relationships between events, discovers frequent sequential patterns and behavioral signatures through advanced pattern mining, and enables sophisticated behavioral segmentation to group customers based on their journey..."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","final_url":"https://github.com/Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent","title":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:55.619007+00:00","bytes":14913,"raw_path":"716792e9966a9f98724becf776da269fc877743412dabeda7d2e9547cbd4f40d.json","content_hash":"fd9992929317f6851045ffd11188f328fff6be8ee19a28391026e49f3df90ed6","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sfguide-customer-journey-analytics-with-sequent Language: Python License: Apache-2.0 Stars: 1 Forks: 4 Open issues: 0 Created: 2025-11-12T20:14:43Z Pushed: 2025-12-09T03:01:37Z Default branch: main Fork: no Archived: no README: Customer Journey Analytics with Sequent™ Overview Sequent™ native application allows users to easily and visually perform and deep dive into Path Analysis, Attribution Analysis, Association Analysis, Pattern Mining, Behavioral Segmentation and Predictive Modeling by simply specifying a few parameters in drop-down menus. Leveraging advanced techniques, Sequent™ intuitively and visually helps identify touchpoints influencing customer (or machine) behaviours, targets them to create segments, performs cross-population behavioural comparisons, computes rule-based and ML-driven attribution models to understand the contribution of each event preceding a specific outcome, conducts association analysis to uncover hidden patterns and relationships between events, discovers frequent sequential patterns and behavioral signatures through advanced pattern mining, and enables sophisticated behavioral segmentation to group customers based on their journey..."}],"related_signals":[{"id":"f731ec60-8a20-424b-a87c-e64ae645ea20","url":"https://onlylabs.fyi/signals/f731ec60-8a20-424b-a87c-e64ae645ea20","source_url":"https://github.com/Snowflake-Labs/ml-pipelines","title":"Snowflake-Labs/ml-pipelines","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-02T18:03:34+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"d88990ee-42fe-412e-9c64-5026e7870150","url":"https://onlylabs.fyi/signals/d88990ee-42fe-412e-9c64-5026e7870150","source_url":"https://github.com/Snowflake-Labs/nifihub","title":"Snowflake-Labs/nifihub","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-22T07:35:44+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"9d79e773-6e22-47b5-a358-fea78a34c5c5","url":"https://onlylabs.fyi/signals/9d79e773-6e22-47b5-a358-fea78a34c5c5","source_url":"https://github.com/Snowflake-Labs/snowflake-feature-store-online-benchmark-kit","title":"Snowflake-Labs/snowflake-feature-store-online-benchmark-kit","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-04T18:57:02+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"eae8b6ce-b956-4e8a-80fd-17c2196f9659","url":"https://onlylabs.fyi/signals/eae8b6ce-b956-4e8a-80fd-17c2196f9659","source_url":"https://github.com/Snowflake-Labs/snowflake360-self-assessment","title":"Snowflake-Labs/snowflake360-self-assessment","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T22:08:55+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"f9a1c5bd-7613-4d48-a12d-1bb157c462ab","url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab","source_url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","title":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T14:22:15+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"c515658b-8bef-473c-93b4-012ccdfafd6c","url":"https://onlylabs.fyi/signals/c515658b-8bef-473c-93b4-012ccdfafd6c","source_url":"https://github.com/Snowflake-Labs/sfguide-build-autonomous-pipelines-for-ai-agents","title":"Snowflake-Labs/sfguide-build-autonomous-pipelines-for-ai-agents","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T09:19:30+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"}]}