{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sfguide-mea-subscriber-analytics","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/59fc5650-748e-425f-a9dd-25524e85040a","json_url":"https://onlylabs.fyi/signals/59fc5650-748e-425f-a9dd-25524e85040a/signal.json","generated_at":"2026-06-11T02:53:08.235265+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/59fc5650-748e-425f-a9dd-25524e85040a","signal_json":"https://onlylabs.fyi/signals/59fc5650-748e-425f-a9dd-25524e85040a/signal.json","source":"https://github.com/Snowflake-Labs/sfguide-mea-subscriber-analytics","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-mea-subscriber-analytics (Python). 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This guide demonstrates how to deploy synthetic data generation pipelines, data transformation layers, semantic views for natural language queries, and five Streamlit applications for audience segmentation and subscriber analytics. Step-By-Step Guide For prerequisites, environment setup, step-by-step guide and instructions, please refer to the [Snowflake Guide](https://www.snowflake.com/en/developers/guides/agentic-audience-analytics/). License Copyright (c) Snowflake Inc. All rights reserved. Licensed under the [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) license."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/sfguide-mea-subscriber-analytics","final_url":"https://github.com/Snowflake-Labs/sfguide-mea-subscriber-analytics","title":"Snowflake-Labs/sfguide-mea-subscriber-analytics repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:08.235265+00:00","bytes":9725,"raw_path":"4ab492b328b7b24d177512636f928cbe11b359e64eb42e34c9716324c22577a1.json","content_hash":"a3f2930b247260ae8aff70220e5604026328f8a4f3e72d724116ee74f2b09e3e","excerpt_chars":1200,"truncated":false,"excerpt":"Snowflake-Labs/sfguide-mea-subscriber-analytics Language: Python License: Apache-2.0 Stars: 2 Forks: 0 Open issues: 0 Created: 2026-02-03T15:38:23Z Pushed: 2026-03-31T13:55:31Z Default branch: main Fork: no Archived: no README: Agentic Audience Analytics with Snowflake Intelligence Overview Build an end-to-end agentic AI solution for streaming-media advertising analytics using Snowflake Intelligence. This guide demonstrates how to deploy synthetic data generation pipelines, data transformation layers, semantic views for natural language queries, and five Streamlit applications for audience segmentation and subscriber analytics. Step-By-Step Guide For prerequisites, environment setup, step-by-step guide and instructions, please refer to the [Snowflake Guide](https://www.snowflake.com/en/developers/guides/agentic-audience-analytics/). License Copyright (c) Snowflake Inc. All rights reserved. Licensed under the [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) license."}],"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"}]}