--- title: Real-Time Analytics News & Updates | daily.dev description: Real-Time Analytics news and updates covering querying data within seconds of it being produced. Readers can learn about streaming ingestion, columnar stores such as ClickHouse, Druid, and Pinot, materialised views and incremental aggregation, freshness against cost tradeoffs. canonical: https://daily.dev/tags/real-time-analytics twitter:card: summary_large_image twitter:site: @dailydotdev og:url: https://daily.dev/tags/real-time-analytics og:type: website og:site_name: daily.dev og:title: Real-Time Analytics News & Updates | daily.dev og:description: Real-Time Analytics news and updates covering querying data within seconds of it being produced. Readers can learn about streaming ingestion, columnar stores such as ClickHouse, Druid, and Pinot, materialised views and incremental aggregation, freshness against cost tradeoffs. og:image: https://api.daily.dev/og/tags/real-time-analytics.png og:image:width: 1200 og:image:height: 630 --- ## Roadmaps [Comprehensive roadmap for Real-Time AnalyticsBy roadmap.sh](https://roadmap.sh/data-analyst?ref=dailydev) ## Recommended Real-Time Analytics stories ## Who to follow for Real-Time Analytics ## Top sources covering Real-Time Analytics ## Most upvoted Real-Time Analytics posts ## Best discussed Real-Time Analytics posts ## All posts about Real-Time Analytics ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@graph":[{"@type":"CollectionPage","@id":"https://daily.dev/tags/real-time-analytics#page","url":"https://daily.dev/tags/real-time-analytics","name":"Real-Time Analytics News & Updates","description":"Real-Time Analytics news and updates covering querying data within seconds of it being produced. Readers can learn about streaming ingestion, columnar stores such as ClickHouse, Druid, and Pinot, materialised views and incremental aggregation, freshness against cost tradeoffs.","isPartOf":{"@type":"WebSite","url":"https://daily.dev"}},{"@type":"ItemList","@id":"https://daily.dev/tags/real-time-analytics#items","numberOfItems":10,"itemListElement":[{"@type":"ListItem","position":1,"url":"https://daily.dev/posts/startree-makes-observability-case-for-apache-pinot-database-imkcsg4wr","name":"StarTree Makes Observability Case for Apache Pinot Database"},{"@type":"ListItem","position":2,"url":"https://daily.dev/posts/vertexai-and-mongodb-for-intelligent-retail-pricing-qghz3kiml","name":"VertexAI and MongoDB for Intelligent Retail Pricing"},{"@type":"ListItem","position":3,"url":"https://daily.dev/posts/hasura-ddn-the-most-incredible-api-for-clickhouse-qvyir9pks","name":"Hasura DDN: The most incredible API for ClickHouse"},{"@type":"ListItem","position":4,"url":"https://daily.dev/posts/what-is-a-streaming-database--iv5ubdjz1","name":"What Is a Streaming Database?"},{"@type":"ListItem","position":5,"url":"https://daily.dev/posts/unlock-hyper-personalization-with-ai-driven-adaptive-apps-bsmfsmyv5","name":"Unlock Hyper-Personalization with AI-Driven Adaptive Apps"},{"@type":"ListItem","position":6,"url":"https://daily.dev/posts/what-is-the-best-database-for-real-time-analytics--p3vvwrqat","name":"What is the best database for real-time analytics?"},{"@type":"ListItem","position":7,"url":"https://daily.dev/posts/now-in-public-preview-mirroring-azure-cosmos-db-in-microsoft-fabric-xmjsl0d6n","name":"Now in public preview: Mirroring Azure Cosmos DB in Microsoft Fabric"},{"@type":"ListItem","position":8,"url":"https://daily.dev/posts/datastream-supports-sql-server-sources-zbbkhuwli","name":"Datastream supports SQL Server sources"},{"@type":"ListItem","position":9,"url":"https://daily.dev/posts/real-time-sentiment-analysis-with-kafka-and-pyspark-72ffrfhbb","name":"Real-Time Sentiment Analysis with Kafka and PySpark"},{"@type":"ListItem","position":10,"url":"https://daily.dev/posts/snowflake-hybrid-tables-all-you-need-to-know-2pnzusphi","name":"Snowflake Hybrid Tables: All You Need to Know"}]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Tags","item":"https://daily.dev/tags"},{"@type":"ListItem","position":3,"name":"Real-Time Analytics"}]}]} ```