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What is Data Observability

WEBMetaplane is the data observability platform used by the most data teams, is the only platform with a free plan, and allows you to get completely set up by yourself in minutes. …

Actived: 9 days ago

URL: https://www.metaplane.dev/blog/data-observability

Data Observability vs. Software Observability Metaplane

WEB‍What can Data Observability learn from Software Observability? Focus on both symptoms and causes: Anil Vaitla, a founder and engineering leader at NOCD, put …

Category:  Health Go Health

Data Quality Fundamentals: What It Is, Why It Matters, and How …

WEBData quality matters. In 2021, problems with Zillow’s machine learning algorithm led to more than $300 million in losses.A year earlier, table row limitations …

Category:  Health Go Health

Tips for Managing your Metaplane Account

WEBThese features are intended to help you manage your objects and incidents discovered through Metaplane. Tags: These can be applied to monitors, tables, and/or downstream …

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How to Use Machine Learning for Robust Data Quality Checks

WEBIn addition to its machine learning capabilities, Metaplane also provides a user-friendly interface that makes it easy to set up and manage your data quality …

Category:  Health Go Health

What is Data Freshness

WEBData freshness, sometimes called data up-to-dateness, is one of ten dimensions of data quality. Data is considered fresh if it describes the real world right now. This data quality …

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Concepts and Practices to Ensure Data Quality Metaplane

WEBGood data practices can reduce the frequency of data quality issues and prevent issues that do occur from compounding into bigger problems. Proactively protecting and improving …

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What are Data Products

WEBWhat are Data Products? On the surface, the simple answer is “the use of data for decision making or problem solving”. That answer, however, leaves us looking for context, …

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Deep Dive: Data Observability and Transactional Databases

WEBIn many modern data stacks, important data starts in transactional databases like MySQL, SQL Server, or PostgreSQL. Part of what makes transactional databases so attractive is …

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A 6-Step Process for Managing Data Quality Incidents

WEBA 6-Step Process for Managing Data Quality Incidents. Kevin Hu, PhD. Co-founder / Data and ML. September 30, 2022. If you manage a multitude of data quality incidents every …

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Data Quality Metrics for Data Warehouses (or: KPIs for KPIs)

WEBThe first requirement for data to be used is to, well, have data. The second requirement is to have literacy for working with data. The third requirement is to have trust in data. If your …

Category:  Health Go Health

Data Quality is a Team Sport: Applying the RACI framework

WEBData Quality is a Team Sport: Applying the RACI framework. We've created this resource for you and your teams to start thinking about how to distribute roles when it comes to …

Category:  Health Go Health

Stay Fresh: Four Ways to Track Update Times for BigQuery Tables …

WEBMaster Data Freshness in Google BigQuery: Keep your insights up-to-date and your decisions data-driven with our guide to monitoring table and view updates in …

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Column-Level Lineage: An Adventure in SQL Parsing Metaplane

WEBWith our own parser in place, we decided to start adapting it to support column-level lineage. Let’s walk through the whole parsing pipeline using the same …

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A Framework to Understand How Poor Data Quality Hurts …

WEBCo-founder / Data and ML. May 25, 2023. The specific cost of data quality problems varies from business to business and vertical to vertical. But, on average, low-quality data …

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Announcing Metaplane’s $13.8M Series A Metaplane

WEBData teams should be the first to know about data issues. We raised $13.8M to automate that. Today I’m happy to announce our Series A led by Felicis Ventures with …

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Comparing Snowflake Dynamic Tables with dbt Metaplane

WEBDynamic tables are a new type of table in Snowflake, created from other existing objects upstream, that update (i.e. re-run its query) when its parent table (s)’ …

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Four Efficient Techniques to Retrieve Row Counts in BigQuery …

WEBMethod 1: Utilizing COUNT (*) The COUNT (*) function is the most elementary method to fetch the row count. Although it's a straightforward approach, it …

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