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Of Data, Gardening, and the Art of Patience

At first glance, summer gardening and data might seem worlds apart, but they share some interesting similarities:1. Preparation and Planning: Just as you need to plan your garden—choosing the right plants for the season, preparing the soil, getting the seedlings, and setting up irrigation—data work often involves planning and organizing before diving into analysis or visualization. Both require a clear strategy to be successful.2. Monitoring and Adjustment: In gardening, you regularly check on your plants, adjust watering, stake plants, and address pests. Similarly, in data analysis, you need to monitor data quality, adjust methods, and tweak analyses based on the results you’re getting.3. Growth and Results: In both gardening and data, you’re looking for growth and improvement. In gardening, you want your plants

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Performance Metrics

Olympic athletes use data extensively to refine their training and enhance performance. Here’s how they leverage data across various aspects: Performance Metrics: Athletes use data to track and analyze performance metrics such as speed, distance, power output, and heart rate. For example, sprinters might analyze split times and acceleration phases, while swimmers might focus on stroke count and turn times. Biomechanics: Advanced technologies like motion capture and pressure sensors help athletes understand their biomechanics. This data helps in optimizing technique and reducing the risk of injury. For instance, a runner might use biomechanical data to adjust their stride for better efficiency. Training Loads and Recovery: Data helps in monitoring training loads to avoid overtraining and injury. Athletes and coaches analyze

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Downtime & Profitability

How production shop floor data reveals downtime details and paves the way for increased profitability Uncovering Hidden Profitability in Your Print Shop Floor Data  In the fast-paced printing world, every minute of downtime bleeds revenue. Yet without clear visibility into the root causes of idle equipment, remedies tend to waste resources randomly attacking symptoms. Print businesses can diagnose downtime drivers by tapping previously siloed shop floor data and applying targeted analytics to boost productivity and profits by 30% and more. Fragmented Data, Limited Visibility Modern printing presses and finishing systems produce massive streams of real-time operational data—sensor logs, error alerts, utilization rates, and production counts. But with statistics scattered across various machines and facility systems, consolidation into a unified view

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What’s Your Overall Equipment Effectiveness?

Graphics of America 

Measuring Manufacturing Productivity IS&T Report

IS&T – NIP30: Digital Fabrication & Printing Conference 

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